1:\n xs.append(x)\n ys.append(y)\n x=[]\n y=[]\n else:\n x.append(xy[0])\n y.append(xy[1])\n\n for x,y in zip(xs, ys):\n pl.plot(x, y, 'k-')\n\n if xmin is None:\n xmin,ymin = xys.min(axis=0)\n xmax,ymax = xys.max(axis=0)\n ax = pl.gca()\n ax.set_xlim(xmin, xmax)\n ax.set_ylim(ymin, ymax)\n ax.invert_yaxis()\n ax.set_xticks([])\n ax.set_yticks([])","metadata":"root.drawpoints","header":"['module', '___EOS___']","index":81},{"content":"class Sample(SimpleExtension):\n \"\"\"Generate a sample sketch\n\n Parameters\n ----------\n steps : int Number of steps to samples\n path : prefix to all the files generated\n \"\"\"\n","metadata":"root.Sample","header":"['module', '___EOS___']","index":115},{"content":" def __init__(self, generator, N=8, steps=1200, path='samples', **kwargs):\n self.N = N\n self.path = path\n super(Sample, self).__init__(**kwargs)\n\n batch_size = self.N * self.N\n\n self.sample = ComputationGraph(generator.generate(\n n_steps=steps, batch_size=batch_size, iterate=True)\n ).get_theano_function()","metadata":"root.Sample.__init__","header":"['class', 'Sample', '(', 'SimpleExtension', ')', ':', '___EOS___']","index":123},{"content":" def do(self, callback_name, *args):\n batch_size = self.N * self.N\n\n epochstr = \"\"\n if self.main_loop:\n epochstr = \"-{:03d}\".format(self.main_loop.log.status['epochs_done'])\n\n res = self.sample()\n outputs = res[-2]\n\n mins = []\n maxs = []\n for i in range(batch_size):\n points = outputs[:,i,:]\n xys = np.vstack((np.zeros((1,2)),np.cumsum(points[:,:2],axis=0)))\n xys[:,:2] -= xys[:,:2].mean(axis=0)\n mins.append(xys.min(axis=0))\n maxs.append(xys.max(axis=0))\n xmin, ymin = np.array(mins).min(axis=0)\n xmax, ymax = np.array(maxs).max(axis=0)\n\n # find a new grid of subplot which best match the y/x ratio\n r = (ymax-ymin)/(xmax-xmin)\n reverse = r > 1.\n if reverse: r = 1./r\n bestapprox = 10\n for f in range(1,self.N):\n if self.N % f != 0:\n continue\n rapprox = 1./float(f*f)\n if abs(r-rapprox) < abs(r-bestapprox):\n bestapprox = rapprox\n bestf = f\n\n if reverse:\n h, w = self.N//bestf, self.N*bestf\n r = 1./r\n bestapprox = 1./bestapprox\n else:\n h, w = self.N*bestf, self.N//bestf\n\n if bestapprox > r:\n newydelta = (ymax-ymin)*bestapprox/r\n ymax += newydelta/2.\n ymin -= newydelta/2.\n else:\n newxdelta = (xmax-xmin)*r/bestapprox\n xmax += newxdelta/2.\n xmin -= newxdelta/2.\n\n pl.close('all')\n fig = pl.figure('Sample sketches')\n fig.set_size_inches(25,25)\n for i in range(batch_size):\n pl.subplot(h,w,i+1)\n drawpoints(outputs[:,i,:], xmin, ymin, xmax, ymax)\n fname = os.path.join(self.path,'sketch{}.png'.format(epochstr))\n print('Writting to %s'%fname)\n pl.subplots_adjust(left=0.005,right=0.995,bottom=0.005,top=0.995,\n wspace=0.01,hspace=0.01)\n pl.savefig(fname)\n\n fig = pl.figure('Pen down')\n fig.set_size_inches(17.5,17.5)\n img = 1-outputs[:,:,2]\n pl.imshow(img,cmap=cm.gray)\n pl.gca().set_xticks([])\n pl.gca().set_yticks([])\n pl.xlabel('iteration')\n pl.ylabel('sample')\n pl.title('Pen down for different samples vs. iteration step')\n if not os.path.exists(self.path):\n os.mkdir(self.path)\n fname = os.path.join(self.path,'pen{}.png'.format(epochstr))\n print('Writting to %s'%fname)\n pl.savefig(fname)","metadata":"root.Sample.do","header":"['class', 'Sample', '(', 'SimpleExtension', ')', ':', '___EOS___']","index":134},{"content":"class SketchEmitter(AbstractEmitter, Initializable, Random):\n \"\"\"A mixture of gaussians emitter for x,y and logistic for pen-up/down.\n\n Parameters\n ----------\n mix_dim : int the number of gaussians to mix\n\n \"\"\"\n\n\n\n\n","metadata":"root.SketchEmitter","header":"['module', '___EOS___']","index":214},{"content":" def __init__(self, mix_dim=20, epsilon=1e-5, **kwargs):\n self.mix_dim = mix_dim\n self.epsilon = epsilon\n super(SketchEmitter, self).__init__(**kwargs)","metadata":"root.SketchEmitter.__init__","header":"['class', 'SketchEmitter', '(', 'AbstractEmitter', ',', 'Initializable', ',', 'Random', ')', ':', '___EOS___']","index":222},{"content":" def components(self, readouts):\n \"\"\"\n Take components from readout.\n\n If we have steps flatten steps,bacth_size to steps*batch_size\n\n :param readouts: [batch_size,get_dim('inputs')] or\n [steps,batch_size,get_dim('inputs')]\n :return: mean=[steps*batch_size,mix_dim,2],\n sigma=[steps*batch_size,mix_dim,2],\n corr=[steps*batch_size,mix_dim],\n weight=[steps*batch_size,mix_dim],\n penup=[steps*batch_size,1]\n \"\"\"\n mix_dim = self.mix_dim # get_dim('mix')\n output_norm = 2*mix_dim # x,y\n readouts = readouts.reshape((-1, self.get_dim('inputs')))\n\n mean = readouts[:,0:output_norm].reshape((-1,mix_dim,2)) # 20\n sigma = T.exp(readouts[:,output_norm:2*output_norm]\n .reshape((-1,mix_dim,2))) # 21\n # [batch_size,mix_dim]\n corr = T.tanh(readouts[:,2*output_norm:2*output_norm+mix_dim]) # 22\n # [batch_size,mix_dim]\n weight = T.nnet.softmax(\n readouts[:,2*output_norm+mix_dim:2*output_norm+2*mix_dim]) # 19\n # [batch_size,1]\n penup = T.nnet.sigmoid(readouts[:,2*output_norm+2*mix_dim:]) # 18\n\n return mean, sigma, corr, weight, penup","metadata":"root.SketchEmitter.components","header":"['class', 'SketchEmitter', '(', 'AbstractEmitter', ',', 'Initializable', ',', 'Random', ')', ':', '___EOS___']","index":227},{"content":" @application\n def emit(self, readouts):\n \"\"\"\n Single step\n\n :param readouts: output of hidden layer [batch_size,get_dim('inputs')]\n \"\"\"\n mean, sigma, corr, weight, penup = self.components(readouts)\n mix_dim = self.mix_dim # get_dim('mix')\n batch_size = readouts.shape[0]\n\n nr = self.theano_rng.normal(\n size=(batch_size, mix_dim, 2),\n avg=0., std=1.) #, dtype=floatX)\n\n c = (1 - T.sqrt(1-corr**2))/(corr + self.epsilon)\n c = c.dimshuffle((0, 1, 'x')) # same for x and y\n nr = nr + nr[:,:,::-1]*c # x+c*y and y + c*x\n\n nr = nr / T.sqrt(1+c**2)\n nr = nr * sigma\n nr = nr + mean\n # If I dont do dtype=floatX in the next line I get an error\n weight = self.theano_rng.multinomial(pvals=weight, dtype=floatX)\n # an alternative is the following code:\n # right_boundry = T.cumsum(weight,axis=1) # [...,1]\n # left_boundry = right_boundry - weight # [0,...]\n # un0 = self.theano_rng.uniform(size=(batch_size,)).dimshuffle((0, 'x'))\n # weight = T.cast(left_boundry <= un0, floatX) * \\\n # T.cast(un0 < right_boundry, floatX) # 1 only in one bin\n\n xy = nr * weight[:,:,None] # [batch_size,mix_dim,2]\n\n xy = xy.sum(axis=1) # [batch_size,2]\n\n un = self.theano_rng.uniform(size=(batch_size, 1)) #, dtype=floatX)\n penup = T.cast(un < penup, floatX) # .astype(floatX) # [batch_size,1]\n\n res = T.concatenate([xy, penup], axis=1)\n return res","metadata":"root.SketchEmitter.emit","header":"['class', 'SketchEmitter', '(', 'AbstractEmitter', ',', 'Initializable', ',', 'Random', ')', ':', '___EOS___']","index":258},{"content":" def cost(self, readouts, outputs):\n \"\"\"\n All steps or single step\n\n :param readouts: output of hidden layer [batch_size,input_dim] or\n [steps,batch_size,input_dim]\n :param outputs: sketch cordinates of next time period batch_size,3] or\n [steps, batch_size,3]\n :return: NLL [batch_size] or [steps,batch_size]\n \"\"\"\n nll_ndim = readouts.ndim - 1\n nll_shape = readouts.shape[:-1]\n # if we have steps flatten steps,bacth_size to steps*batch_size\n outputs = outputs.reshape((-1,3))\n mean, sigma, corr, weight, penup = self.components(readouts)\n\n # duplicate the output over all mix_dim\n d = outputs[:,:2].dimshuffle((0, 'x', 1)) - mean # 25\n # [batch_size,mix_dim]\n sigma2 = sigma[:,:,0] * sigma[:,:,1] + self.epsilon # 25\n z = d ** 2 / sigma ** 2\n # [batch_size,mix_dim]\n z = z.sum(axis=-1) - 2 * corr * (d[:,:,0] * d[:,:,1]) / sigma2 # 25\n corr1 = 1 - corr ** 2 + self.epsilon # 24\n n = - z / (2 * corr1) # 24 [batch_size,mix_dim]\n nmax = n.max(axis=-1, keepdims=True)\n n = n - nmax\n n = T.exp(n) / (2*np.pi*sigma2*T.sqrt(corr1)) # 24\n # [batch_size]\n nll = -T.log((n * weight).sum(axis=-1, keepdims=True) + self.epsilon)\n nll -= nmax\n nll += T.nnet.binary_crossentropy(penup, outputs[:,2:]) # 26\n\n return nll.reshape(nll_shape, ndim=nll_ndim)","metadata":"root.SketchEmitter.cost","header":"['class', 'SketchEmitter', '(', 'AbstractEmitter', ',', 'Initializable', ',', 'Random', ')', ':', '___EOS___']","index":299},{"content":" @application\n def initial_outputs(self, batch_size):\n return T.zeros((batch_size,3))","metadata":"root.SketchEmitter.initial_outputs","header":"['class', 'SketchEmitter', '(', 'AbstractEmitter', ',', 'Initializable', ',', 'Random', ')', ':', '___EOS___']","index":334},{"content":" def get_dim(self, name):\n if name == 'inputs':\n return 2*(2*self.mix_dim)+2*self.mix_dim+1\n if name == 'outputs':\n return 3 # x,y,pen\n\n return super(SketchEmitter, self).get_dim(name)","metadata":"root.SketchEmitter.get_dim","header":"['class', 'SketchEmitter', '(', 'AbstractEmitter', ',', 'Initializable', ',', 'Random', ')', ':', '___EOS___']","index":338},{"content":"def main(name, epochs, batch_size, learning_rate,\n dim, mix_dim, old_model_name, max_length, bokeh, GRU, dropout,\n depth, max_grad, step_method, epsilon, sample, skip, uniform, top):\n\n #----------------------------------------------------------------------\n datasource = name\n\n def shnum(x):\n \"\"\" Convert a positive float into a short tag-usable string\n E.g.: 0 -> 0, 0.005 -> 53, 100 -> 1-2\n \"\"\"\n return '0' if x <= 0 else '%s%d' % ((\"%e\"%x)[0], -np.floor(np.log10(x)))\n\n jobname = \"%s-%dX%dm%dd%dr%sb%de%s\" % (datasource, depth, dim, mix_dim,\n int(dropout*10),\n shnum(learning_rate), batch_size,\n shnum(epsilon))\n if max_length != 600:\n jobname += '-L%d'%max_length\n\n if GRU:\n jobname += 'g'\n if max_grad != 5.:\n jobname += 'G%g'%max_grad\n if step_method != 'adam':\n jobname += step_method\n if skip:\n jobname += 'D'\n assert depth > 1\n if top:\n jobname += 'T'\n assert depth > 1\n if uniform > 0.:\n jobname += 'u%d'%int(uniform*100)\n\n if debug:\n jobname += \".debug\"\n\n if sample:\n print(\"Sampling\")\n else:\n print(\"\\nRunning experiment %s\" % jobname)\n if old_model_name:\n print(\"starting from model %s\"%old_model_name)\n\n #----------------------------------------------------------------------\n transitions = [GatedRecurrent(dim=dim) if GRU else LSTM(dim=dim)\n for _ in range(depth)]\n if depth > 1:\n transition = RecurrentStack(transitions, name=\"transition\",\n skip_connections=skip or top)\n if skip:\n source_names=[RecurrentStack.suffix('states', d) for d in range(depth)]\n else:\n source_names=[RecurrentStack.suffix('states', depth-1)]\n else:\n transition = transitions[0]\n transition.name = \"transition\"\n source_names=['states']\n\n emitter = SketchEmitter(mix_dim=mix_dim,\n epsilon=epsilon,\n name=\"emitter\")\n readout = Readout(\n readout_dim=emitter.get_dim('inputs'),\n source_names=source_names,\n emitter=emitter,\n name=\"readout\")\n generator = SequenceGenerator(readout=readout, transition=transition)\n\n # Initialization settings\n if uniform > 0.:\n generator.weights_init = Uniform(width=uniform*2.)\n else:\n generator.weights_init = OrthogonalGlorot()\n generator.biases_init = Constant(0)\n\n # Build the cost computation graph [steps, batch_size, 3]\n x = T.tensor3('features', dtype=floatX)\n if debug:\n x.tag.test_value = np.ones((max_length,batch_size,3)).astype(floatX)\n x = x[:max_length,:,:] # has to be after setting test_value\n cost = generator.cost(x)\n cost.name = \"sequence_log_likelihood\"\n\n # Give an idea of what's going on\n model = Model(cost)\n params = model.get_parameter_dict()\n logger.info(\"Parameters:\\n\" +\n pprint.pformat(\n [(key, value.get_value().shape) for key, value\n in params.items()],\n width=120))\n model_size = 0\n for v in params.itervalues():\n s = v.get_value().shape\n model_size += s[0] * (s[1] if len(s) > 1 else 1)\n logger.info(\"Total number of parameters %d\"%model_size)\n\n #------------------------------------------------------------\n extensions = []\n if old_model_name:\n if old_model_name == 'continue':\n old_model_name = jobname\n with open(old_model_name + '_model', \"rb\") as f:\n old_model = pickle.load(f)\n model.set_parameter_values(old_model.get_parameter_values())\n del old_model\n else:\n # Initialize parameters\n for brick in model.get_top_bricks():\n brick.initialize()\n\n if sample:\n assert old_model_name and old_model_name != 'continue'\n Sample(generator, steps=max_length, path=old_model_name).do(None)\n exit(0)\n\n #------------------------------------------------------------\n # Define the training algorithm.\n cg = ComputationGraph(cost)\n if dropout > 0.:\n from blocks.roles import INPUT, OUTPUT\n dropout_target = VariableFilter(roles=[OUTPUT],\n bricks=transitions,\n name_regex='states')(cg.variables)\n print('# dropout %d' % len(dropout_target))\n cg = apply_dropout(cg, dropout_target, dropout)\n opt_cost = cg.outputs[0]\n else:\n opt_cost = cost\n\n if step_method == 'adam':\n step_rule = Adam(learning_rate)\n elif step_method == 'rmsprop':\n step_rule = RMSProp(learning_rate, decay_rate=0.95)\n elif step_method == 'adagrad':\n step_rule = AdaGrad(learning_rate)\n elif step_method == 'adadelta':\n step_rule = AdaDelta()\n elif step_method == 'scale':\n step_rule = Scale(learning_rate)\n else:\n raise Exception('Unknown sttep method %s'%step_method)\n\n step_rule = CompositeRule([StepClipping(max_grad), step_rule])\n\n algorithm = GradientDescent(\n cost=opt_cost, parameters=cg.parameters,\n step_rule=step_rule)\n\n #------------------------------------------------------------\n observables = [cost]\n\n # Fetch variables useful for debugging\n (energies,) = VariableFilter(\n applications=[generator.readout.readout],\n name_regex=\"output\")(cg.variables)\n min_energy = named_copy(energies.min(), \"min_energy\")\n max_energy = named_copy(energies.max(), \"max_energy\")\n observables += [min_energy, max_energy]\n\n # (activations,) = VariableFilter(\n # applications=[generator.transition.apply],\n # name=generator.transition.apply.states[0])(cg.variables)\n # mean_activation = named_copy(abs(activations).mean(),\n # \"mean_activation\")\n # observables.append(mean_activation)\n\n observables += [algorithm.total_step_norm, algorithm.total_gradient_norm]\n for name, param in params.items():\n observables.append(named_copy(\n param.norm(2), name + \"_norm\"))\n observables.append(named_copy(\n algorithm.gradients[param].norm(2), name + \"_grad_norm\"))\n\n #------------------------------------------------------------\n datasource_fname = os.path.join(fuel.config.data_path, datasource,\n datasource+'.hdf5')\n\n train_ds = H5PYDataset(datasource_fname, #max_length=max_length,\n which_sets=['train'], sources=('features',),\n load_in_memory=True)\n train_stream = DataStream(train_ds,\n iteration_scheme=ShuffledScheme(\n train_ds.num_examples, batch_size))\n\n test_ds = H5PYDataset(datasource_fname, #max_length=max_length,\n which_sets=['test'], sources=('features',),\n load_in_memory=True)\n test_stream = DataStream(test_ds,\n iteration_scheme=SequentialScheme(\n test_ds.num_examples, batch_size))\n\n train_stream = Mapping(train_stream, _transpose)\n test_stream = Mapping(test_stream, _transpose)\n\n def stream_stats(ds, label):\n itr = ds.get_epoch_iterator(as_dict=True)\n batch_count = 0\n examples_count = 0\n for batch in itr:\n batch_count += 1\n examples_count += batch['features'].shape[1]\n print('%s #batch %d #examples %d' %\n (label, batch_count, examples_count))\n\n stream_stats(train_stream, 'train')\n stream_stats(test_stream, 'test')\n\n extensions += [Timing(every_n_batches=10),\n TrainingDataMonitoring(\n observables, prefix=\"train\",\n every_n_batches=10),\n DataStreamMonitoring(\n [cost], # without dropout\n test_stream,\n prefix=\"test\",\n on_resumption=True,\n after_epoch=False, # by default this is True\n every_n_batches=100),\n # all monitored data is ready so print it...\n # (next steps may take more time and we want to see the\n # results as soon as possible so print as soon as you can)\n Printing(every_n_batches=10),\n # perform multiple dumps at different intervals\n # so if one of them breaks (has nan) we can hopefully\n # find a model from few batches ago in the other\n Checkpoint(jobname,\n before_training=False, after_epoch=True,\n save_separately=['log', 'model']),\n Sample(generator, steps=max_length,\n path=jobname+'.test',\n every_n_batches=100),\n ProgressBar(),\n FinishAfter(after_n_epochs=epochs)\n # This shows a way to handle NaN emerging during\n # training: simply finish it.\n .add_condition([\"after_batch\"], _is_nan),\n ]\n\n if bokeh:\n from blocks.extras.extensions.plot import Plot\n extensions.append(Plot(\n 'sketch',\n channels=[['cost']], every_n_batches=10))\n\n # Construct the main loop and start training!\n main_loop = MainLoop(\n model=model,\n data_stream=train_stream,\n algorithm=algorithm,\n extensions=extensions\n )\n\n main_loop.run()","metadata":"root.main","header":"['module', '___EOS___']","index":348}],"string":"[\n {\n \"content\": \"#!/usr/bin/env python\\n\\nfrom __future__ import division, print_function\\n\\nimport logging\\nimport os\\n\\nFORMAT = '[%(asctime)s] %(name)-15s %(message)s'\\nDATEFMT = \\\"%H:%M:%S\\\"\\nlogging.basicConfig(format=FORMAT, datefmt=DATEFMT, level=logging.INFO)\\n\\n\\nimport sys\\nimport theano\\n# Automatically detect we are debugging and turn on maximal Theano debugging\\ndebug = sys.gettrace() is not None\\nif debug:\\n print(\\\"Debugging\\\")\\n theano.config.optimizer = 'fast_compile' # or \\\"None\\\"\\n theano.config.exception_verbosity = 'high'\\n theano.config.compute_test_value = 'warn'\\nelse:\\n theano.config.compute_test_value = 'off'\\n\\n\\nimport theano.tensor as T\\nimport numpy as np\\n\\nimport fuel\\n\\nfrom argparse import ArgumentParser\\n\\nfrom fuel.streams import DataStream\\nfrom fuel.schemes import SequentialScheme, ShuffledScheme\\n\\nfrom blocks.algorithms import GradientDescent, CompositeRule, StepClipping\\nfrom blocks.algorithms import Adam, RMSProp, AdaGrad, Scale, AdaDelta\\nfrom blocks.initialization import Constant\\n\\nfrom blocks.graph import ComputationGraph, apply_dropout\\nfrom blocks.extensions import FinishAfter, Timing, Printing, ProgressBar\\nfrom blocks.extensions.saveload import SimpleExtension\\nfrom blocks.bricks import Random, Initializable\\nfrom blocks.bricks.base import application\\nfrom blocks.extensions.monitoring import DataStreamMonitoring\\nfrom blocks.extensions.monitoring import TrainingDataMonitoring\\nfrom blocks.main_loop import MainLoop\\nfrom blocks.model import Model\\nfrom blocks.bricks.recurrent import LSTM, GatedRecurrent\\nfrom blocks.bricks.recurrent import RecurrentStack\\nfrom blocks.bricks.sequence_generators import SequenceGenerator, Readout\\nfrom fuel.datasets import H5PYDataset\\nfrom blocks.filter import VariableFilter\\nfrom blocks.extensions.saveload import Checkpoint, Load\\nimport cPickle as pickle\\n\\nfrom blocks_extras import OrthogonalGlorot\\nfrom blocks.initialization import Uniform\\n\\nfloatX = theano.config.floatX\\nfuel.config.floatX = floatX\\nfrom fuel.transformers import Mapping\\nfrom blocks.utils import named_copy\\nlogger = logging.getLogger(__name__)\\nimport pprint\\n\\n#-----------------------------------------------------------------------------\\n# this must be a global function so we can pickle it\\nimport math\\n\\n\\n#----------------------------------------------------------------------------\\nimport matplotlib\\nmatplotlib.use('Agg') # allow plotting without a graphic display\\nfrom matplotlib import pylab as pl\\nfrom pylab import cm\\n\\n\\n\\n\\n#----------------------------------------------------------------------------\\nfrom blocks.bricks.sequence_generators import AbstractEmitter\\n\\n\\n#----------------------------------------------------------------------------\\n\\n#-----------------------------------------------------------------------------\\n\\nif __name__ == \\\"__main__\\\":\\n parser = ArgumentParser()\\n parser.add_argument(\\\"--name\\\", type=str,\\n default=\\\"handwriting\\\", help=\\\"Name for this experiment\\\")\\n parser.add_argument(\\\"--epochs\\\", type=int,\\n default=500, help=\\\"Number of training epochs to do\\\")\\n parser.add_argument(\\\"--bs\\\", \\\"--batch-size\\\", type=int, dest=\\\"batch_size\\\",\\n default=56, help=\\\"Size of each mini-batch.\\\")\\n parser.add_argument(\\\"--lr\\\", \\\"--learning-rate\\\", type=float,\\n dest=\\\"learning_rate\\\",default=1e-4,\\n help=\\\"Learning rate\\\")\\n parser.add_argument(\\\"--dim\\\", type=int,\\n default=700, help=\\\"RNN state dimension\\\")\\n parser.add_argument(\\\"--mix-dim\\\", type=int,\\n default=20, help=\\\"Number of gaussian mixtures\\\")\\n parser.add_argument(\\\"--model\\\", type=str, dest=\\\"old_model_name\\\",\\n metavar=\\\"old-model/continue\\\",\\n help=\\\"Start from an old model created by a previous\\\"\\n \\\" run. Or use continue\\\")\\n parser.add_argument(\\\"--max-length\\\", type=int, default=600,\\n help=\\\"Maximal number of steps in a single sequence\\\")\\n parser.add_argument(\\\"--bokeh\\\", action='store_true', default=False,\\n help=\\\"Set if you want to use Bokeh \\\")\\n parser.add_argument(\\\"--GRU\\\", action='store_true', default=False,\\n help=\\\"Use GatedRecurrent network instead of LSTM.\\\")\\n parser.add_argument(\\\"-d\\\",\\\"--dropout\\\",type=float,default=0,\\n help=\\\"Use dropout. Set to 0 for no dropout.\\\")\\n parser.add_argument(\\\"--depth\\\", type=int,\\n default=3,\\n help=\\\"Number of recurrent layers to be stacked.\\\")\\n parser.add_argument(\\\"-G\\\", \\\"--max-grad\\\", type=float,\\n default=10.,\\n help=\\\"Maximal gradient limit\\\")\\n parser.add_argument(\\\"--step-method\\\", type=str, default=\\\"adam\\\",\\n choices=[\\\"adam\\\", \\\"scale\\\", \\\"rmsprop\\\", \\\"adagrad\\\",\\n \\\"adadelta\\\"],\\n help=\\\"What gradient step rule to use. Default adam.\\\")\\n parser.add_argument(\\\"--epsilon\\\",type=float,default=1e-5,\\n help=\\\"Epsilon value for mixture of gaussians\\\")\\n parser.add_argument(\\\"--sample\\\", action='store_true', default=False,\\n help=\\\"Just generate a sample without traning.\\\")\\n parser.add_argument(\\\"--skip\\\", action='store_true', default=False,\\n help=\\\"To send the input to all layers and not just the\\\"\\n \\\" first. Also to use the states of all layers as\\\"\\n \\\" output and not just the last.\\\")\\n parser.add_argument(\\\"--top\\\", action='store_true', default=False,\\n help=\\\"Same as skip but use only the output of top layer.\\\")\\n parser.add_argument(\\\"-u\\\",\\\"--uniform\\\",type=float,default=0,\\n help=\\\"Use uniform weight initialization. \\\"\\n \\\"Default use Orhtogonal / Glorot.\\\")\\n\\n args = parser.parse_args()\\n\\n main(**vars(args))\\n\\n\",\n \"metadata\": \"root\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 0\n },\n {\n \"content\": \"def _is_nan(log):\\n return any(v != v for v in log.current_row.itervalues())\",\n \"metadata\": \"root._is_nan\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 69\n },\n {\n \"content\": \"def _transpose(data):\\n return tuple(np.swapaxes(array,0,1) for array in data)\",\n \"metadata\": \"root._transpose\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 72\n },\n {\n \"content\": \"def drawpoints(points, xmin=None, ymin=None, xmax=None, ymax=None):\\n skips = np.hstack((np.array([0]),points[:,2]))\\n xys = np.vstack((np.zeros((1,2)),np.cumsum(points[:,:2],axis=0)))\\n xys[:,:2] -= xys[:,:2].mean(axis=0)\\n# xys = points[:,:2]\\n\\n xs=[]\\n ys=[]\\n x=[]\\n y=[]\\n for xy,s in zip(xys, skips):\\n if s:\\n if len(x) > 1:\\n xs.append(x)\\n ys.append(y)\\n x=[]\\n y=[]\\n else:\\n x.append(xy[0])\\n y.append(xy[1])\\n\\n for x,y in zip(xs, ys):\\n pl.plot(x, y, 'k-')\\n\\n if xmin is None:\\n xmin,ymin = xys.min(axis=0)\\n xmax,ymax = xys.max(axis=0)\\n ax = pl.gca()\\n ax.set_xlim(xmin, xmax)\\n ax.set_ylim(ymin, ymax)\\n ax.invert_yaxis()\\n ax.set_xticks([])\\n ax.set_yticks([])\",\n \"metadata\": \"root.drawpoints\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 81\n },\n {\n \"content\": \"class Sample(SimpleExtension):\\n \\\"\\\"\\\"Generate a sample sketch\\n\\n Parameters\\n ----------\\n steps : int Number of steps to samples\\n path : prefix to all the files generated\\n \\\"\\\"\\\"\\n\",\n \"metadata\": \"root.Sample\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 115\n },\n {\n \"content\": \" def __init__(self, generator, N=8, steps=1200, path='samples', **kwargs):\\n self.N = N\\n self.path = path\\n super(Sample, self).__init__(**kwargs)\\n\\n batch_size = self.N * self.N\\n\\n self.sample = ComputationGraph(generator.generate(\\n n_steps=steps, batch_size=batch_size, iterate=True)\\n ).get_theano_function()\",\n \"metadata\": \"root.Sample.__init__\",\n \"header\": \"['class', 'Sample', '(', 'SimpleExtension', ')', ':', '___EOS___']\",\n \"index\": 123\n },\n {\n \"content\": \" def do(self, callback_name, *args):\\n batch_size = self.N * self.N\\n\\n epochstr = \\\"\\\"\\n if self.main_loop:\\n epochstr = \\\"-{:03d}\\\".format(self.main_loop.log.status['epochs_done'])\\n\\n res = self.sample()\\n outputs = res[-2]\\n\\n mins = []\\n maxs = []\\n for i in range(batch_size):\\n points = outputs[:,i,:]\\n xys = np.vstack((np.zeros((1,2)),np.cumsum(points[:,:2],axis=0)))\\n xys[:,:2] -= xys[:,:2].mean(axis=0)\\n mins.append(xys.min(axis=0))\\n maxs.append(xys.max(axis=0))\\n xmin, ymin = np.array(mins).min(axis=0)\\n xmax, ymax = np.array(maxs).max(axis=0)\\n\\n # find a new grid of subplot which best match the y/x ratio\\n r = (ymax-ymin)/(xmax-xmin)\\n reverse = r > 1.\\n if reverse: r = 1./r\\n bestapprox = 10\\n for f in range(1,self.N):\\n if self.N % f != 0:\\n continue\\n rapprox = 1./float(f*f)\\n if abs(r-rapprox) < abs(r-bestapprox):\\n bestapprox = rapprox\\n bestf = f\\n\\n if reverse:\\n h, w = self.N//bestf, self.N*bestf\\n r = 1./r\\n bestapprox = 1./bestapprox\\n else:\\n h, w = self.N*bestf, self.N//bestf\\n\\n if bestapprox > r:\\n newydelta = (ymax-ymin)*bestapprox/r\\n ymax += newydelta/2.\\n ymin -= newydelta/2.\\n else:\\n newxdelta = (xmax-xmin)*r/bestapprox\\n xmax += newxdelta/2.\\n xmin -= newxdelta/2.\\n\\n pl.close('all')\\n fig = pl.figure('Sample sketches')\\n fig.set_size_inches(25,25)\\n for i in range(batch_size):\\n pl.subplot(h,w,i+1)\\n drawpoints(outputs[:,i,:], xmin, ymin, xmax, ymax)\\n fname = os.path.join(self.path,'sketch{}.png'.format(epochstr))\\n print('Writting to %s'%fname)\\n pl.subplots_adjust(left=0.005,right=0.995,bottom=0.005,top=0.995,\\n wspace=0.01,hspace=0.01)\\n pl.savefig(fname)\\n\\n fig = pl.figure('Pen down')\\n fig.set_size_inches(17.5,17.5)\\n img = 1-outputs[:,:,2]\\n pl.imshow(img,cmap=cm.gray)\\n pl.gca().set_xticks([])\\n pl.gca().set_yticks([])\\n pl.xlabel('iteration')\\n pl.ylabel('sample')\\n pl.title('Pen down for different samples vs. iteration step')\\n if not os.path.exists(self.path):\\n os.mkdir(self.path)\\n fname = os.path.join(self.path,'pen{}.png'.format(epochstr))\\n print('Writting to %s'%fname)\\n pl.savefig(fname)\",\n \"metadata\": \"root.Sample.do\",\n \"header\": \"['class', 'Sample', '(', 'SimpleExtension', ')', ':', '___EOS___']\",\n \"index\": 134\n },\n {\n \"content\": \"class SketchEmitter(AbstractEmitter, Initializable, Random):\\n \\\"\\\"\\\"A mixture of gaussians emitter for x,y and logistic for pen-up/down.\\n\\n Parameters\\n ----------\\n mix_dim : int the number of gaussians to mix\\n\\n \\\"\\\"\\\"\\n\\n\\n\\n\\n\",\n \"metadata\": \"root.SketchEmitter\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 214\n },\n {\n \"content\": \" def __init__(self, mix_dim=20, epsilon=1e-5, **kwargs):\\n self.mix_dim = mix_dim\\n self.epsilon = epsilon\\n super(SketchEmitter, self).__init__(**kwargs)\",\n \"metadata\": \"root.SketchEmitter.__init__\",\n \"header\": \"['class', 'SketchEmitter', '(', 'AbstractEmitter', ',', 'Initializable', ',', 'Random', ')', ':', '___EOS___']\",\n \"index\": 222\n },\n {\n \"content\": \" def components(self, readouts):\\n \\\"\\\"\\\"\\n Take components from readout.\\n\\n If we have steps flatten steps,bacth_size to steps*batch_size\\n\\n :param readouts: [batch_size,get_dim('inputs')] or\\n [steps,batch_size,get_dim('inputs')]\\n :return: mean=[steps*batch_size,mix_dim,2],\\n sigma=[steps*batch_size,mix_dim,2],\\n corr=[steps*batch_size,mix_dim],\\n weight=[steps*batch_size,mix_dim],\\n penup=[steps*batch_size,1]\\n \\\"\\\"\\\"\\n mix_dim = self.mix_dim # get_dim('mix')\\n output_norm = 2*mix_dim # x,y\\n readouts = readouts.reshape((-1, self.get_dim('inputs')))\\n\\n mean = readouts[:,0:output_norm].reshape((-1,mix_dim,2)) # 20\\n sigma = T.exp(readouts[:,output_norm:2*output_norm]\\n .reshape((-1,mix_dim,2))) # 21\\n # [batch_size,mix_dim]\\n corr = T.tanh(readouts[:,2*output_norm:2*output_norm+mix_dim]) # 22\\n # [batch_size,mix_dim]\\n weight = T.nnet.softmax(\\n readouts[:,2*output_norm+mix_dim:2*output_norm+2*mix_dim]) # 19\\n # [batch_size,1]\\n penup = T.nnet.sigmoid(readouts[:,2*output_norm+2*mix_dim:]) # 18\\n\\n return mean, sigma, corr, weight, penup\",\n \"metadata\": \"root.SketchEmitter.components\",\n \"header\": \"['class', 'SketchEmitter', '(', 'AbstractEmitter', ',', 'Initializable', ',', 'Random', ')', ':', '___EOS___']\",\n \"index\": 227\n },\n {\n \"content\": \" @application\\n def emit(self, readouts):\\n \\\"\\\"\\\"\\n Single step\\n\\n :param readouts: output of hidden layer [batch_size,get_dim('inputs')]\\n \\\"\\\"\\\"\\n mean, sigma, corr, weight, penup = self.components(readouts)\\n mix_dim = self.mix_dim # get_dim('mix')\\n batch_size = readouts.shape[0]\\n\\n nr = self.theano_rng.normal(\\n size=(batch_size, mix_dim, 2),\\n avg=0., std=1.) #, dtype=floatX)\\n\\n c = (1 - T.sqrt(1-corr**2))/(corr + self.epsilon)\\n c = c.dimshuffle((0, 1, 'x')) # same for x and y\\n nr = nr + nr[:,:,::-1]*c # x+c*y and y + c*x\\n\\n nr = nr / T.sqrt(1+c**2)\\n nr = nr * sigma\\n nr = nr + mean\\n # If I dont do dtype=floatX in the next line I get an error\\n weight = self.theano_rng.multinomial(pvals=weight, dtype=floatX)\\n # an alternative is the following code:\\n # right_boundry = T.cumsum(weight,axis=1) # [...,1]\\n # left_boundry = right_boundry - weight # [0,...]\\n # un0 = self.theano_rng.uniform(size=(batch_size,)).dimshuffle((0, 'x'))\\n # weight = T.cast(left_boundry <= un0, floatX) * \\\\\\n # T.cast(un0 < right_boundry, floatX) # 1 only in one bin\\n\\n xy = nr * weight[:,:,None] # [batch_size,mix_dim,2]\\n\\n xy = xy.sum(axis=1) # [batch_size,2]\\n\\n un = self.theano_rng.uniform(size=(batch_size, 1)) #, dtype=floatX)\\n penup = T.cast(un < penup, floatX) # .astype(floatX) # [batch_size,1]\\n\\n res = T.concatenate([xy, penup], axis=1)\\n return res\",\n \"metadata\": \"root.SketchEmitter.emit\",\n \"header\": \"['class', 'SketchEmitter', '(', 'AbstractEmitter', ',', 'Initializable', ',', 'Random', ')', ':', '___EOS___']\",\n \"index\": 258\n },\n {\n \"content\": \" def cost(self, readouts, outputs):\\n \\\"\\\"\\\"\\n All steps or single step\\n\\n :param readouts: output of hidden layer [batch_size,input_dim] or\\n [steps,batch_size,input_dim]\\n :param outputs: sketch cordinates of next time period batch_size,3] or\\n [steps, batch_size,3]\\n :return: NLL [batch_size] or [steps,batch_size]\\n \\\"\\\"\\\"\\n nll_ndim = readouts.ndim - 1\\n nll_shape = readouts.shape[:-1]\\n # if we have steps flatten steps,bacth_size to steps*batch_size\\n outputs = outputs.reshape((-1,3))\\n mean, sigma, corr, weight, penup = self.components(readouts)\\n\\n # duplicate the output over all mix_dim\\n d = outputs[:,:2].dimshuffle((0, 'x', 1)) - mean # 25\\n # [batch_size,mix_dim]\\n sigma2 = sigma[:,:,0] * sigma[:,:,1] + self.epsilon # 25\\n z = d ** 2 / sigma ** 2\\n # [batch_size,mix_dim]\\n z = z.sum(axis=-1) - 2 * corr * (d[:,:,0] * d[:,:,1]) / sigma2 # 25\\n corr1 = 1 - corr ** 2 + self.epsilon # 24\\n n = - z / (2 * corr1) # 24 [batch_size,mix_dim]\\n nmax = n.max(axis=-1, keepdims=True)\\n n = n - nmax\\n n = T.exp(n) / (2*np.pi*sigma2*T.sqrt(corr1)) # 24\\n # [batch_size]\\n nll = -T.log((n * weight).sum(axis=-1, keepdims=True) + self.epsilon)\\n nll -= nmax\\n nll += T.nnet.binary_crossentropy(penup, outputs[:,2:]) # 26\\n\\n return nll.reshape(nll_shape, ndim=nll_ndim)\",\n \"metadata\": \"root.SketchEmitter.cost\",\n \"header\": \"['class', 'SketchEmitter', '(', 'AbstractEmitter', ',', 'Initializable', ',', 'Random', ')', ':', '___EOS___']\",\n \"index\": 299\n },\n {\n \"content\": \" @application\\n def initial_outputs(self, batch_size):\\n return T.zeros((batch_size,3))\",\n \"metadata\": \"root.SketchEmitter.initial_outputs\",\n \"header\": \"['class', 'SketchEmitter', '(', 'AbstractEmitter', ',', 'Initializable', ',', 'Random', ')', ':', '___EOS___']\",\n \"index\": 334\n },\n {\n \"content\": \" def get_dim(self, name):\\n if name == 'inputs':\\n return 2*(2*self.mix_dim)+2*self.mix_dim+1\\n if name == 'outputs':\\n return 3 # x,y,pen\\n\\n return super(SketchEmitter, self).get_dim(name)\",\n \"metadata\": \"root.SketchEmitter.get_dim\",\n \"header\": \"['class', 'SketchEmitter', '(', 'AbstractEmitter', ',', 'Initializable', ',', 'Random', ')', ':', '___EOS___']\",\n \"index\": 338\n },\n {\n \"content\": \"def main(name, epochs, batch_size, learning_rate,\\n dim, mix_dim, old_model_name, max_length, bokeh, GRU, dropout,\\n depth, max_grad, step_method, epsilon, sample, skip, uniform, top):\\n\\n #----------------------------------------------------------------------\\n datasource = name\\n\\n def shnum(x):\\n \\\"\\\"\\\" Convert a positive float into a short tag-usable string\\n E.g.: 0 -> 0, 0.005 -> 53, 100 -> 1-2\\n \\\"\\\"\\\"\\n return '0' if x <= 0 else '%s%d' % ((\\\"%e\\\"%x)[0], -np.floor(np.log10(x)))\\n\\n jobname = \\\"%s-%dX%dm%dd%dr%sb%de%s\\\" % (datasource, depth, dim, mix_dim,\\n int(dropout*10),\\n shnum(learning_rate), batch_size,\\n shnum(epsilon))\\n if max_length != 600:\\n jobname += '-L%d'%max_length\\n\\n if GRU:\\n jobname += 'g'\\n if max_grad != 5.:\\n jobname += 'G%g'%max_grad\\n if step_method != 'adam':\\n jobname += step_method\\n if skip:\\n jobname += 'D'\\n assert depth > 1\\n if top:\\n jobname += 'T'\\n assert depth > 1\\n if uniform > 0.:\\n jobname += 'u%d'%int(uniform*100)\\n\\n if debug:\\n jobname += \\\".debug\\\"\\n\\n if sample:\\n print(\\\"Sampling\\\")\\n else:\\n print(\\\"\\\\nRunning experiment %s\\\" % jobname)\\n if old_model_name:\\n print(\\\"starting from model %s\\\"%old_model_name)\\n\\n #----------------------------------------------------------------------\\n transitions = [GatedRecurrent(dim=dim) if GRU else LSTM(dim=dim)\\n for _ in range(depth)]\\n if depth > 1:\\n transition = RecurrentStack(transitions, name=\\\"transition\\\",\\n skip_connections=skip or top)\\n if skip:\\n source_names=[RecurrentStack.suffix('states', d) for d in range(depth)]\\n else:\\n source_names=[RecurrentStack.suffix('states', depth-1)]\\n else:\\n transition = transitions[0]\\n transition.name = \\\"transition\\\"\\n source_names=['states']\\n\\n emitter = SketchEmitter(mix_dim=mix_dim,\\n epsilon=epsilon,\\n name=\\\"emitter\\\")\\n readout = Readout(\\n readout_dim=emitter.get_dim('inputs'),\\n source_names=source_names,\\n emitter=emitter,\\n name=\\\"readout\\\")\\n generator = SequenceGenerator(readout=readout, transition=transition)\\n\\n # Initialization settings\\n if uniform > 0.:\\n generator.weights_init = Uniform(width=uniform*2.)\\n else:\\n generator.weights_init = OrthogonalGlorot()\\n generator.biases_init = Constant(0)\\n\\n # Build the cost computation graph [steps, batch_size, 3]\\n x = T.tensor3('features', dtype=floatX)\\n if debug:\\n x.tag.test_value = np.ones((max_length,batch_size,3)).astype(floatX)\\n x = x[:max_length,:,:] # has to be after setting test_value\\n cost = generator.cost(x)\\n cost.name = \\\"sequence_log_likelihood\\\"\\n\\n # Give an idea of what's going on\\n model = Model(cost)\\n params = model.get_parameter_dict()\\n logger.info(\\\"Parameters:\\\\n\\\" +\\n pprint.pformat(\\n [(key, value.get_value().shape) for key, value\\n in params.items()],\\n width=120))\\n model_size = 0\\n for v in params.itervalues():\\n s = v.get_value().shape\\n model_size += s[0] * (s[1] if len(s) > 1 else 1)\\n logger.info(\\\"Total number of parameters %d\\\"%model_size)\\n\\n #------------------------------------------------------------\\n extensions = []\\n if old_model_name:\\n if old_model_name == 'continue':\\n old_model_name = jobname\\n with open(old_model_name + '_model', \\\"rb\\\") as f:\\n old_model = pickle.load(f)\\n model.set_parameter_values(old_model.get_parameter_values())\\n del old_model\\n else:\\n # Initialize parameters\\n for brick in model.get_top_bricks():\\n brick.initialize()\\n\\n if sample:\\n assert old_model_name and old_model_name != 'continue'\\n Sample(generator, steps=max_length, path=old_model_name).do(None)\\n exit(0)\\n\\n #------------------------------------------------------------\\n # Define the training algorithm.\\n cg = ComputationGraph(cost)\\n if dropout > 0.:\\n from blocks.roles import INPUT, OUTPUT\\n dropout_target = VariableFilter(roles=[OUTPUT],\\n bricks=transitions,\\n name_regex='states')(cg.variables)\\n print('# dropout %d' % len(dropout_target))\\n cg = apply_dropout(cg, dropout_target, dropout)\\n opt_cost = cg.outputs[0]\\n else:\\n opt_cost = cost\\n\\n if step_method == 'adam':\\n step_rule = Adam(learning_rate)\\n elif step_method == 'rmsprop':\\n step_rule = RMSProp(learning_rate, decay_rate=0.95)\\n elif step_method == 'adagrad':\\n step_rule = AdaGrad(learning_rate)\\n elif step_method == 'adadelta':\\n step_rule = AdaDelta()\\n elif step_method == 'scale':\\n step_rule = Scale(learning_rate)\\n else:\\n raise Exception('Unknown sttep method %s'%step_method)\\n\\n step_rule = CompositeRule([StepClipping(max_grad), step_rule])\\n\\n algorithm = GradientDescent(\\n cost=opt_cost, parameters=cg.parameters,\\n step_rule=step_rule)\\n\\n #------------------------------------------------------------\\n observables = [cost]\\n\\n # Fetch variables useful for debugging\\n (energies,) = VariableFilter(\\n applications=[generator.readout.readout],\\n name_regex=\\\"output\\\")(cg.variables)\\n min_energy = named_copy(energies.min(), \\\"min_energy\\\")\\n max_energy = named_copy(energies.max(), \\\"max_energy\\\")\\n observables += [min_energy, max_energy]\\n\\n # (activations,) = VariableFilter(\\n # applications=[generator.transition.apply],\\n # name=generator.transition.apply.states[0])(cg.variables)\\n # mean_activation = named_copy(abs(activations).mean(),\\n # \\\"mean_activation\\\")\\n # observables.append(mean_activation)\\n\\n observables += [algorithm.total_step_norm, algorithm.total_gradient_norm]\\n for name, param in params.items():\\n observables.append(named_copy(\\n param.norm(2), name + \\\"_norm\\\"))\\n observables.append(named_copy(\\n algorithm.gradients[param].norm(2), name + \\\"_grad_norm\\\"))\\n\\n #------------------------------------------------------------\\n datasource_fname = os.path.join(fuel.config.data_path, datasource,\\n datasource+'.hdf5')\\n\\n train_ds = H5PYDataset(datasource_fname, #max_length=max_length,\\n which_sets=['train'], sources=('features',),\\n load_in_memory=True)\\n train_stream = DataStream(train_ds,\\n iteration_scheme=ShuffledScheme(\\n train_ds.num_examples, batch_size))\\n\\n test_ds = H5PYDataset(datasource_fname, #max_length=max_length,\\n which_sets=['test'], sources=('features',),\\n load_in_memory=True)\\n test_stream = DataStream(test_ds,\\n iteration_scheme=SequentialScheme(\\n test_ds.num_examples, batch_size))\\n\\n train_stream = Mapping(train_stream, _transpose)\\n test_stream = Mapping(test_stream, _transpose)\\n\\n def stream_stats(ds, label):\\n itr = ds.get_epoch_iterator(as_dict=True)\\n batch_count = 0\\n examples_count = 0\\n for batch in itr:\\n batch_count += 1\\n examples_count += batch['features'].shape[1]\\n print('%s #batch %d #examples %d' %\\n (label, batch_count, examples_count))\\n\\n stream_stats(train_stream, 'train')\\n stream_stats(test_stream, 'test')\\n\\n extensions += [Timing(every_n_batches=10),\\n TrainingDataMonitoring(\\n observables, prefix=\\\"train\\\",\\n every_n_batches=10),\\n DataStreamMonitoring(\\n [cost], # without dropout\\n test_stream,\\n prefix=\\\"test\\\",\\n on_resumption=True,\\n after_epoch=False, # by default this is True\\n every_n_batches=100),\\n # all monitored data is ready so print it...\\n # (next steps may take more time and we want to see the\\n # results as soon as possible so print as soon as you can)\\n Printing(every_n_batches=10),\\n # perform multiple dumps at different intervals\\n # so if one of them breaks (has nan) we can hopefully\\n # find a model from few batches ago in the other\\n Checkpoint(jobname,\\n before_training=False, after_epoch=True,\\n save_separately=['log', 'model']),\\n Sample(generator, steps=max_length,\\n path=jobname+'.test',\\n every_n_batches=100),\\n ProgressBar(),\\n FinishAfter(after_n_epochs=epochs)\\n # This shows a way to handle NaN emerging during\\n # training: simply finish it.\\n .add_condition([\\\"after_batch\\\"], _is_nan),\\n ]\\n\\n if bokeh:\\n from blocks.extras.extensions.plot import Plot\\n extensions.append(Plot(\\n 'sketch',\\n channels=[['cost']], every_n_batches=10))\\n\\n # Construct the main loop and start training!\\n main_loop = MainLoop(\\n model=model,\\n data_stream=train_stream,\\n algorithm=algorithm,\\n extensions=extensions\\n )\\n\\n main_loop.run()\",\n \"metadata\": \"root.main\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 348\n }\n]","isConversational":false},"answer_spans":{"kind":"list like","value":[{"span":"from blocks.extensions.saveload import Checkpoint, Load","start_line":53,"start_column":0,"end_line":53,"end_column":55},{"span":"import math","start_line":68,"start_column":0,"end_line":68,"end_column":11}],"string":"[\n {\n \"span\": \"from blocks.extensions.saveload import Checkpoint, Load\",\n \"start_line\": 53,\n \"start_column\": 0,\n \"end_line\": 53,\n \"end_column\": 55\n },\n {\n \"span\": \"import math\",\n \"start_line\": 68,\n \"start_column\": 0,\n \"end_line\": 68,\n \"end_column\": 11\n }\n]","isConversational":false},"supporting_fact_spans":{"kind":"list like","value":[],"string":"[]","isConversational":false},"example_type":{"kind":"number","value":1,"string":"1"},"single_hop":{"kind":"bool","value":false,"string":"false"},"subtokenized_input_sequence":{"kind":"list like","value":["[CLS]_","Un","used_","import_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","#!","/","usr","/","bin","/","env"," ","python_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","from_","\\u\\u","future\\u\\u_","import_","division_",",_","print","\\u","function_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","import_","logging_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","os_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","FORMAT_","=_","'[","%","(","asc","time",")","s","]"," ","%","(","name",")-","15","s"," ","%","(","message",")","s","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","DAT","EF","MT","_","=_","\"%","H",":","%","M",":","%","S","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","logging_","._","basic","Config_","(_","format_","=_","FORMAT_",",_","datefmt_","=_","DAT","EF","MT","_",",_","level_","=_","logging_","._","INFO_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","import_","sys_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","theano_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","Automat","ical","ly"," ","detect"," ","we"," ","are"," ","debugg","ing"," ","and"," ","turn"," ","on"," ","maximal"," ","The","ano"," ","debugg","ing_","\\u\\u\\uNL\\u\\u\\u_","debug_","=_","sys_","._","gett","race_","(_",")_","is_","not_","None_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","debug_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","print_","(_","\"","Deb","ugg","ing","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","theano_","._","config_","._","optimizer_","=_","'","fast","\\u","compile","'_","#"," ","or"," ","\"","Non","e","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","theano_","._","config_","._","exception","\\u","verbosity_","=_","'","high","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","theano_","._","config_","._","compute","\\u","test\\u","value_","=_","'","warn","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","theano_","._","config_","._","compute","\\u","test\\u","value_","=_","'","off","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","import_","theano_","._","tensor_","as_","T_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","numpy_","as_","np_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","import_","fuel","_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","from_","argparse_","import_","Arg","ument","Parser_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","from_","fuel","_","._","streams_","import_","Data","Stream_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","fuel","_","._","schemes","_","import_","Sequ","ential","Scheme_",",_","Shuffle","d","Scheme_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","from_","blocks_","._","algorithms_","import_","Grad","ient","Descen","t_",",_","Composit","e","Rule_",",_","Step","Clip","ping_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","blocks_","._","algorithms_","import_","Adam","_",",_","RMS","Prop_",",_","Ada","Grad","_",",_","Scale_",",_","Ada","Delta_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","blocks_","._","initialization","_","import_","Constant_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","from_","blocks_","._","graph_","import_","Computation","Graph_",",_","appl","y","\\u","dropout_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","blocks_","._","extensions_","import_","Finish","After_",",_","Tim","ing_",",_","Printing","_",",_","Progres","s","Bar_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","blocks_","._","extensions_","._","save","load_","import_","Simple","Extension_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","blocks_","._","bricks","_","import_","Random_",",_","Initializ","able_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","blocks_","._","bricks","_","._","base_","import_","application_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","blocks_","._","extensions_","._","monitorin","g_","import_","Data","Stream","Monitor","ing_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","blocks_","._","extensions_","._","monitorin","g_","import_","Train","ing","Data","Monitor","ing_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","blocks_","._","main","\\u","loop_","import_","Main","Loop_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","blocks_","._","model_","import_","Model_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","blocks_","._","bricks","_","._","recurrent","_","import_","LSTM","_",",_","Gat","ed","Recurren","t_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","blocks_","._","bricks","_","._","recurrent","_","import_","Recurren","t","Stack_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","blocks_","._","bricks","_","._","sequence","\\u","generators_","import_","Sequ","ence","Generator_",",_","Read","out_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","fuel","_","._","datasets_","import_","H","5","PY","Dataset_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","blocks_","._","filter_","import_","Varia","ble","Filter_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","blocks_","._","extensions_","._","save","load_","import_","Checkpoint","_",",_","Load_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","c","Pickle_","as_","pickle_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","from_","blocks","\\u","extras_","import_","Ortho","gon","al","Glo","rot_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","blocks_","._","initialization","_","import_","Uniform","_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","float","X_","=_","theano_","._","config_","._","float","X_","\\u\\u\\uNEWLINE\\u\\u\\u_","fuel","_","._","config_","._","float","X_","=_","float","X_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","fuel","_","._","transformers","_","import_","Mapping_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","blocks_","._","utils_","import_","named","\\u","copy_","\\u\\u\\uNEWLINE\\u\\u\\u_","logger_","=_","logging_","._","get","Logger_","(_","\\u\\u","name\\u\\u_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","pprint_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#-","--------------","--------------","--------------","--------------","--------------","------","_","\\u\\u\\uNL\\u\\u\\u_","#"," ","this"," ","must"," ","be"," ","a"," ","global"," ","function"," ","so"," ","we"," ","can"," ","pickle"," ","it_","\\u\\u\\uNL\\u\\u\\u_","import_","math_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#-","--------------","--------------","--------------","--------------","--------------","-----","_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","import_","matplotlib_","\\u\\u\\uNEWLINE\\u\\u\\u_","matplotlib_","._","use_","(_","'","Agg","'_",")_","#"," ","allow"," ","plott","ing"," ","with","out"," ","a"," ","graphic"," ","display_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","matplotlib_","import_","pylab_","as_","pl_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","pylab_","import_","cm_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#-","--------------","--------------","--------------","--------------","--------------","-----","_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","from_","blocks_","._","bricks","_","._","sequence","\\u","generators_","import_","Abstract","Emitte","r_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#-","--------------","--------------","--------------","--------------","--------------","-----","_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#-","--------------","--------------","--------------","--------------","--------------","------","_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","\\u\\u","name\\u\\u_","==_","\"\\u\\u","main","\\u\\u\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","parser_","=_","Arg","ument","Parser_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","parser_","._","add","\\u","argument_","(_","\"--","name","\"_",",_","type_","=_","str_",",_","\\u\\u\\uNL\\u\\u\\u_","default_","=_","\"","hand","writ","ing","\"_",",_","help_","=_","\"","Name"," ","for"," ","this"," ","experiment","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","parser_","._","add","\\u","argument_","(_","\"--","epoch","s","\"_",",_","type_","=_","int_",",_","\\u\\u\\uNL\\u\\u\\u_","default_","=_","500_",",_","help_","=_","\"","Number"," ","of"," ","train","ing"," ","epoch","s"," ","to"," ","do","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","parser_","._","add","\\u","argument_","(_","\"--","bs","\"_",",_","\"--","batch","-","size","\"_",",_","type_","=_","int_",",_","dest_","=_","\"","batch","\\u","size","\"_",",_","\\u\\u\\uNL\\u\\u\\u_","default_","=_","56_",",_","help_","=_","\"","Size"," ","of"," ","each"," ","mini","-","batch",".\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","parser_","._","add","\\u","argument_","(_","\"--","lr","\"_",",_","\"--","learn","ing","-","rate","\"_",",_","type_","=_","float_",",_","\\u\\u\\uNL\\u\\u\\u_","dest_","=_","\"","learn","ing","\\u","rate","\"_",",_","default_","=_","1e-4_",",_","\\u\\u\\uNL\\u\\u\\u_","help_","=_","\"","Learn","ing"," ","rate","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","parser_","._","add","\\u","argument_","(_","\"--","dim","\"_",",_","type_","=_","int_",",_","\\u\\u\\uNL\\u\\u\\u_","default_","=_","700_",",_","help_","=_","\"","RN","N"," ","state"," ","dimension","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","parser_","._","add","\\u","argument_","(_","\"--","mix","-","dim","\"_",",_","type_","=_","int_",",_","\\u\\u\\uNL\\u\\u\\u_","default_","=_","20_",",_","help_","=_","\"","Number"," ","of"," ","gauss","ian"," ","mixture","s","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","parser_","._","add","\\u","argument_","(_","\"--","model","\"_",",_","type_","=_","str_",",_","dest_","=_","\"","old","\\u","model","\\u","name","\"_",",_","\\u\\u\\uNL\\u\\u\\u_","metavar_","=_","\"","old","-","model","/","continue","\"_",",_","\\u\\u\\uNL\\u\\u\\u_","help_","=_","\"","Start"," ","from"," ","an"," ","old"," ","model"," ","created"," ","by"," ","a"," ","previ","ous","\"_","\\u\\u\\uNL\\u\\u\\u_","\""," ","run","."," ","Or"," ","use"," ","continue","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","parser_","._","add","\\u","argument_","(_","\"--","max","-","length","\"_",",_","type_","=_","int_",",_","default_","=_","600_",",_","\\u\\u\\uNL\\u\\u\\u_","help_","=_","\"","Maxim","al"," ","number"," ","of"," ","step","s"," ","in"," ","a"," ","single"," ","sequence","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","parser_","._","add","\\u","argument_","(_","\"--","bokeh","\"_",",_","action_","=_","'","store","\\u","true","'_",",_","default_","=_","False_",",_","\\u\\u\\uNL\\u\\u\\u_","help_","=_","\"","Set"," ","if"," ","you"," ","want"," ","to"," ","use"," ","Bo","ke","h"," ","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","parser_","._","add","\\u","argument_","(_","\"--","GRU","\"_",",_","action_","=_","'","store","\\u","true","'_",",_","default_","=_","False_",",_","\\u\\u\\uNL\\u\\u\\u_","help_","=_","\"","Us","e"," ","Gat","ed","Recurren","t"," ","network"," ","inst","ead"," ","of"," ","LSTM",".\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","parser_","._","add","\\u","argument_","(_","\"-","d","\"_",",_","\"--","drop","out","\"_",",_","type_","=_","float_",",_","default_","=_","0_",",_","\\u\\u\\uNL\\u\\u\\u_","help_","=_","\"","Us","e"," ","drop","out","."," ","Set"," ","to"," ","0"," ","for"," ","no"," ","drop","out",".\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","parser_","._","add","\\u","argument_","(_","\"--","depth","\"_",",_","type_","=_","int_",",_","\\u\\u\\uNL\\u\\u\\u_","default_","=_","3_",",_","\\u\\u\\uNL\\u\\u\\u_","help_","=_","\"","Number"," ","of"," ","recurrent"," ","layer","s"," ","to"," ","be"," ","stacked",".\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","parser_","._","add","\\u","argument_","(_","\"-","G","\"_",",_","\"--","max","-","grad","\"_",",_","type_","=_","float_",",_","\\u\\u\\uNL\\u\\u\\u_","default_","=_","10._",",_","\\u\\u\\uNL\\u\\u\\u_","help_","=_","\"","Maxim","al"," ","gradi","ent"," ","limit","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","parser_","._","add","\\u","argument_","(_","\"--","step","-","method","\"_",",_","type_","=_","str_",",_","default_","=_","\"","adam","\"_",",_","\\u\\u\\uNL\\u\\u\\u_","choices_","=_","[_","\"","adam","\"_",",_","\"","scale","\"_",",_","\"","rms","prop","\"_",",_","\"","ada","grad","\"_",",_","\\u\\u\\uNL\\u\\u\\u_","\"","ada","delta","\"_","]_",",_","\\u\\u\\uNL\\u\\u\\u_","help_","=_","\"","What"," ","gradi","ent"," ","step"," ","rule"," ","to"," ","use","."," ","Default"," ","adam",".\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","parser_","._","add","\\u","argument_","(_","\"--","eps","ilon","\"_",",_","type_","=_","float_",",_","default_","=_","1e-5_",",_","\\u\\u\\uNL\\u\\u\\u_","help_","=_","\"","Eps","ilon"," ","value"," ","for"," ","mixture"," ","of"," ","gauss","ian","s","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","parser_","._","add","\\u","argument_","(_","\"--","sample","\"_",",_","action_","=_","'","store","\\u","true","'_",",_","default_","=_","False_",",_","\\u\\u\\uNL\\u\\u\\u_","help_","=_","\"","Ju","st"," ","generat","e"," ","a"," ","sample"," ","with","out"," ","tran","ing",".\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","parser_","._","add","\\u","argument_","(_","\"--","skip","\"_",",_","action_","=_","'","store","\\u","true","'_",",_","default_","=_","False_",",_","\\u\\u\\uNL\\u\\u\\u_","help_","=_","\"","To"," ","send"," ","the"," ","input"," ","to"," ","all"," ","layer","s"," ","and"," ","not"," ","just"," ","the","\"_","\\u\\u\\uNL\\u\\u\\u_","\""," ","first","."," ","Al","so"," ","to"," ","use"," ","the"," ","state","s"," ","of"," ","all"," ","layer","s"," ","as","\"_","\\u\\u\\uNL\\u\\u\\u_","\""," ","output"," ","and"," ","not"," ","just"," ","the"," ","last",".\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","parser_","._","add","\\u","argument_","(_","\"--","top","\"_",",_","action_","=_","'","store","\\u","true","'_",",_","default_","=_","False_",",_","\\u\\u\\uNL\\u\\u\\u_","help_","=_","\"","Sam","e"," ","as"," ","skip"," ","but"," ","use"," ","only"," ","the"," ","output"," ","of"," ","top"," ","layer",".\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","parser_","._","add","\\u","argument_","(_","\"-","u","\"_",",_","\"--","uniform","\"_",",_","type_","=_","float_",",_","default_","=_","0_",",_","\\u\\u\\uNL\\u\\u\\u_","help_","=_","\"","Us","e"," ","uniform"," ","weight"," ","initialization","."," ","\"_","\\u\\u\\uNL\\u\\u\\u_","\"","Default"," ","use"," ","Or","ht","ogo","nal"," ","/"," ","Glo","rot",".\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","args_","=_","parser_","._","parse","\\u","args_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","main_","(_","**_","vars_","(_","args_",")_",")_","\\u\\u\\uDEDENT\\u\\u\\u_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","def_","\\u","is","\\u","nan_","(_","log_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","return_","any_","(_","v_","!=_","v_","for_","v_","in_","log_","._","current","\\u","row_","._","itervalues_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","\\u","transpose_","(_","data_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","return_","tuple_","(_","np_","._","swap","axes_","(_","array_",",_","0_",",_","1_",")_","for_","array_","in_","data_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","def_","draw","points_","(_","points_",",_","xmin_","=_","None_",",_","ymin_","=_","None_",",_","xmax_","=_","None_",",_","ymax_","=_","None_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","skips","_","=_","np_","._","hstack_","(_","(_","np_","._","array_","(_","[_","0_","]_",")_",",_","points_","[_",":_",",_","2_","]_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","xy","s_","=_","np_","._","vstack_","(_","(_","np_","._","zeros_","(_","(_","1_",",_","2_",")_",")_",",_","np_","._","cumsum_","(_","points_","[_",":_",",_",":_","2_","]_",",_","axis_","=_","0_",")_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","xy","s_","[_",":_",",_",":_","2_","]_","-=_","xy","s_","[_",":_",",_",":_","2_","]_","._","mean_","(_","axis_","=_","0_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","xy","s"," ","="," ","points","[:,",":","2","]_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","xs_","=_","[_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","ys_","=_","[_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","x_","=_","[_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","y_","=_","[_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","for_","xy_",",_","s_","in_","zip_","(_","xy","s_",",_","skips","_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","if_","s_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","if_","len_","(_","x_",")_",">_","1_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","xs_","._","append_","(_","x_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","ys_","._","append_","(_","y_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","x_","=_","[_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","y_","=_","[_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","x_","._","append_","(_","xy_","[_","0_","]_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","y_","._","append_","(_","xy_","[_","1_","]_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","for_","x_",",_","y_","in_","zip_","(_","xs_",",_","ys_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","pl_","._","plot_","(_","x_",",_","y_",",_","'","k","-'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","xmin_","is_","None_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","xmin_",",_","ymin_","=_","xy","s_","._","min_","(_","axis_","=_","0_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","xmax_",",_","ymax_","=_","xy","s_","._","max_","(_","axis_","=_","0_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","ax_","=_","pl_","._","gca_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","ax_","._","set\\u","xlim_","(_","xmin_",",_","xmax_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","ax_","._","set\\u","ylim_","(_","ymin_",",_","ymax_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","ax_","._","invert","\\u","yaxis_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","ax_","._","set\\u","xticks_","(_","[_","]_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","ax_","._","set\\u","yticks_","(_","[_","]_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","class_","Sample_","(_","Simple","Extension_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","\"\"\"","Generate"," ","a"," ","sample"," ","sketch","\\","10",";","\\","10",";"," "," "," "," ","Parameter","s","\\","10",";"," "," "," "," ","----------","\\","10",";"," "," "," "," ","step","s"," ",":"," ","int"," ","Number"," ","of"," ","step","s"," ","to"," ","samples","\\","10",";"," "," "," "," ","path"," ",":"," ","prefix"," ","to"," ","all"," ","the"," ","files"," ","generat","ed","\\","10",";"," "," "," "," ","\"\"\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","[SEP]_","class_","Sample_","(_","Simple","Extension_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","def_","\\u\\u","init\\u\\u_","(_","self_",",_","generator_",",_","N_","=_","8_",",_","steps_","=_","1200_",",_","path_","=_","'","samples","'_",",_","**_","kwargs_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","N_","=_","N_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","path_","=_","path_","\\u\\u\\uNEWLINE\\u\\u\\u_","super_","(_","Sample_",",_","self_",")_","._","\\u\\u","init\\u\\u_","(_","**_","kwargs_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","batch","\\u","size_","=_","self_","._","N_","*_","self_","._","N_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","self_","._","sample_","=_","Computation","Graph_","(_","generator_","._","generate_","(_","\\u\\u\\uNL\\u\\u\\u_","n","\\u","steps_","=_","steps_",",_","batch","\\u","size_","=_","batch","\\u","size_",",_","iterate_","=_","True_",")_","\\u\\u\\uNL\\u\\u\\u_",")_","._","get","\\u","theano","\\u","function_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Sample_","(_","Simple","Extension_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","do_","(_","self_",",_","callback","\\u","name_",",_","*_","args_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","batch","\\u","size_","=_","self_","._","N_","*_","self_","._","N_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","epoch","str_","=_","\"\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","self_","._","main","\\u","loop_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","epoch","str_","=_","\"-","{:","03","d","}\"_","._","format_","(_","self_","._","main","\\u","loop_","._","log_","._","status_","[_","'","epoch","s","\\u","don","e","'_","]_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","res_","=_","self_","._","sample_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","outputs_","=_","res_","[_","-_","2_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","mins_","=_","[_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","maxs","_","=_","[_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","for_","i_","in_","range_","(_","batch","\\u","size_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","points_","=_","outputs_","[_",":_",",_","i_",",_",":_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","xy","s_","=_","np_","._","vstack_","(_","(_","np_","._","zeros_","(_","(_","1_",",_","2_",")_",")_",",_","np_","._","cumsum_","(_","points_","[_",":_",",_",":_","2_","]_",",_","axis_","=_","0_",")_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","xy","s_","[_",":_",",_",":_","2_","]_","-=_","xy","s_","[_",":_",",_",":_","2_","]_","._","mean_","(_","axis_","=_","0_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","mins_","._","append_","(_","xy","s_","._","min_","(_","axis_","=_","0_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","maxs","_","._","append_","(_","xy","s_","._","max_","(_","axis_","=_","0_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","xmin_",",_","ymin_","=_","np_","._","array_","(_","mins_",")_","._","min_","(_","axis_","=_","0_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","xmax_",",_","ymax_","=_","np_","._","array_","(_","maxs","_",")_","._","max_","(_","axis_","=_","0_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","find"," ","a"," ","new"," ","grid"," ","of"," ","subplot"," ","whi","ch"," ","best"," ","match"," ","the"," ","y","/","x"," ","ratio_","\\u\\u\\uNL\\u\\u\\u_","r_","=_","(_","ymax_","-_","ymin_",")_","/_","(_","xmax_","-_","xmin_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","reverse_","=_","r_",">_","1._","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","reverse_",":_","r_","=_","1._","/_","r_","\\u\\u\\uNEWLINE\\u\\u\\u_","best","approx_","=_","10_","\\u\\u\\uNEWLINE\\u\\u\\u_","for_","f_","in_","range_","(_","1_",",_","self_","._","N_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","if_","self_","._","N_","%_","f_","!=_","0_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","continue_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","rapp","ro","x_","=_","1._","/_","float_","(_","f_","*_","f_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","abs_","(_","r_","-_","rapp","ro","x_",")_","<_","abs_","(_","r_","-_","best","approx_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","best","approx_","=_","rapp","ro","x_","\\u\\u\\uNEWLINE\\u\\u\\u_","best","f_","=_","f_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","reverse_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","h_",",_","w_","=_","self_","._","N_","//_","best","f_",",_","self_","._","N_","*_","best","f_","\\u\\u\\uNEWLINE\\u\\u\\u_","r_","=_","1._","/_","r_","\\u\\u\\uNEWLINE\\u\\u\\u_","best","approx_","=_","1._","/_","best","approx_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","h_",",_","w_","=_","self_","._","N_","*_","best","f_",",_","self_","._","N_","//_","best","f_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","best","approx_",">_","r_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","new","yde","lta","_","=_","(_","ymax_","-_","ymin_",")_","*_","best","approx_","/_","r_","\\u\\u\\uNEWLINE\\u\\u\\u_","ymax_","+=_","new","yde","lta","_","/_","2._","\\u\\u\\uNEWLINE\\u\\u\\u_","ymin_","-=_","new","yde","lta","_","/_","2._","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","new","xde","lta","_","=_","(_","xmax_","-_","xmin_",")_","*_","r_","/_","best","approx_","\\u\\u\\uNEWLINE\\u\\u\\u_","xmax_","+=_","new","xde","lta","_","/_","2._","\\u\\u\\uNEWLINE\\u\\u\\u_","xmin_","-=_","new","xde","lta","_","/_","2._","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","pl_","._","close_","(_","'","all","'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","fig_","=_","pl_","._","figure_","(_","'","Sampl","e"," ","sketch","es","'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","fig_","._","set\\u","size","\\u","inches_","(_","25_",",_","25_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","for_","i_","in_","range_","(_","batch","\\u","size_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","pl_","._","subplot_","(_","h_",",_","w_",",_","i_","+_","1_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","draw","points_","(_","outputs_","[_",":_",",_","i_",",_",":_","]_",",_","xmin_",",_","ymin_",",_","xmax_",",_","ymax_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","fname_","=_","os_","._","path_","._","join_","(_","self_","._","path_",",_","'","sketch","{}.","png","'_","._","format_","(_","epoch","str_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","print_","(_","'","Writ","ting"," ","to"," ","%","s","'_","%_","fname_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","pl_","._","subplot","s","\\u","adjust_","(_","left_","=_","0.005_",",_","right_","=_","0.99","5_",",_","bottom_","=_","0.005_",",_","top_","=_","0.99","5_",",_","\\u\\u\\uNL\\u\\u\\u_","wsp","ace_","=_","0.01_",",_","hspace","_","=_","0.01_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","pl_","._","savefig_","(_","fname_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","fig_","=_","pl_","._","figure_","(_","'","Pen"," ","down","'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","fig_","._","set\\u","size","\\u","inches_","(_","17.","5_",",_","17.","5_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","img_","=_","1_","-_","outputs_","[_",":_",",_",":_",",_","2_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","pl_","._","imshow_","(_","img_",",_","cmap_","=_","cm_","._","gray_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","pl_","._","gca_","(_",")_","._","set\\u","xticks_","(_","[_","]_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","pl_","._","gca_","(_",")_","._","set\\u","yticks_","(_","[_","]_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","pl_","._","xlabel_","(_","'","iterati","on","'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","pl_","._","ylabel_","(_","'","sample","'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","pl_","._","title_","(_","'","Pen"," ","down"," ","for"," ","different"," ","samples"," ","vs","."," ","iterati","on"," ","step","'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","not_","os_","._","path_","._","exists_","(_","self_","._","path_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","os_","._","mkdir_","(_","self_","._","path_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","fname_","=_","os_","._","path_","._","join_","(_","self_","._","path_",",_","'","pen","{}.","png","'_","._","format_","(_","epoch","str_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","print_","(_","'","Writ","ting"," ","to"," ","%","s","'_","%_","fname_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","pl_","._","savefig_","(_","fname_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","class_","Sketch","Emitte","r_","(_","Abstract","Emitte","r_",",_","Initializ","able_",",_","Random_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","\"\"\"","A"," ","mixture"," ","of"," ","gauss","ian","s"," ","emitte","r"," ","for"," ","x",",","y"," ","and"," ","logistic"," ","for"," ","pen","-","up","/","down",".","\\","10",";","\\","10",";"," "," "," "," ","Parameter","s","\\","10",";"," "," "," "," ","----------","\\","10",";"," "," "," "," ","mix","\\u","dim"," ",":"," ","int"," ","the"," ","number"," ","of"," ","gauss","ian","s"," ","to"," ","mix","\\","10",";","\\","10",";"," "," "," "," ","\"\"\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","[SEP]_","class_","Sketch","Emitte","r_","(_","Abstract","Emitte","r_",",_","Initializ","able_",",_","Random_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","def_","\\u\\u","init\\u\\u_","(_","self_",",_","mix","\\u","dim_","=_","20_",",_","epsilon_","=_","1e-5_",",_","**_","kwargs_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","mix","\\u","dim_","=_","mix","\\u","dim_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","epsilon_","=_","epsilon_","\\u\\u\\uNEWLINE\\u\\u\\u_","super_","(_","Sketch","Emitte","r_",",_","self_",")_","._","\\u\\u","init\\u\\u_","(_","**_","kwargs_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Sketch","Emitte","r_","(_","Abstract","Emitte","r_",",_","Initializ","able_",",_","Random_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","components_","(_","self_",",_","readout","s_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","\"\"\"","\\","10",";"," "," "," "," ","Tak","e"," ","component","s"," ","from"," ","readout",".","\\","10",";","\\","10",";"," "," "," "," ","If"," ","we"," ","have"," ","step","s"," ","flat","ten"," ","step","s",",","bac","th","\\u","size"," ","to"," ","step","s","*","batch","\\u","size","\\","10",";","\\","10",";"," "," "," "," ",":","param"," ","readout","s",":"," ","[","batch","\\u","size",",","get","\\u","dim","('","inputs","')]"," ","or","\\","10",";"," "," "," "," "," ","[","step","s",",","batch","\\u","size",",","get","\\u","dim","('","inputs","')]","\\","10",";"," "," "," "," ",":","return",":"," ","mean","=[","step","s","*","batch","\\u","size",",","mix","\\u","dim",",","2","],","\\","10",";"," "," "," "," "," ","sigma","=[","step","s","*","batch","\\u","size",",","mix","\\u","dim",",","2","],","\\","10",";"," "," "," "," "," ","corr","=[","step","s","*","batch","\\u","size",",","mix","\\u","dim","],","\\","10",";"," "," "," "," "," ","weight","=[","step","s","*","batch","\\u","size",",","mix","\\u","dim","],","\\","10",";"," "," "," "," "," ","pen","up","=[","step","s","*","batch","\\u","size",",","1","]","\\","10",";"," "," "," "," ","\"\"\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","mix","\\u","dim_","=_","self_","._","mix","\\u","dim_","#"," ","get","\\u","dim","('","mix","')","_","\\u\\u\\uNEWLINE\\u\\u\\u_","output","\\u","norm_","=_","2_","*_","mix","\\u","dim_","#"," ","x",",","y_","\\u\\u\\uNEWLINE\\u\\u\\u_","readout","s_","=_","readout","s_","._","reshape_","(_","(_","-_","1_",",_","self_","._","get","\\u","dim_","(_","'","inputs","'_",")_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","mean_","=_","readout","s_","[_",":_",",_","0_",":_","output","\\u","norm_","]_","._","reshape_","(_","(_","-_","1_",",_","mix","\\u","dim_",",_","2_",")_",")_","#"," ","20_","\\u\\u\\uNEWLINE\\u\\u\\u_","sigma_","=_","T_","._","exp_","(_","readout","s_","[_",":_",",_","output","\\u","norm_",":_","2_","*_","output","\\u","norm_","]_","\\u\\u\\uNL\\u\\u\\u_","._","reshape_","(_","(_","-_","1_",",_","mix","\\u","dim_",",_","2_",")_",")_",")_","#"," ","21_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","[","batch","\\u","size",",","mix","\\u","dim","]_","\\u\\u\\uNL\\u\\u\\u_","corr_","=_","T_","._","tanh_","(_","readout","s_","[_",":_",",_","2_","*_","output","\\u","norm_",":_","2_","*_","output","\\u","norm_","+_","mix","\\u","dim_","]_",")_","#"," ","22_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","[","batch","\\u","size",",","mix","\\u","dim","]_","\\u\\u\\uNL\\u\\u\\u_","weight_","=_","T_","._","nnet","_","._","softmax_","(_","\\u\\u\\uNL\\u\\u\\u_","readout","s_","[_",":_",",_","2_","*_","output","\\u","norm_","+_","mix","\\u","dim_",":_","2_","*_","output","\\u","norm_","+_","2_","*_","mix","\\u","dim_","]_",")_","#"," ","19_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","[","batch","\\u","size",",","1","]_","\\u\\u\\uNL\\u\\u\\u_","pen","up_","=_","T_","._","nnet","_","._","sigmoid_","(_","readout","s_","[_",":_",",_","2_","*_","output","\\u","norm_","+_","2_","*_","mix","\\u","dim_",":_","]_",")_","#"," ","18_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","return_","mean_",",_","sigma_",",_","corr_",",_","weight_",",_","pen","up_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Sketch","Emitte","r_","(_","Abstract","Emitte","r_",",_","Initializ","able_",",_","Random_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","@_","application_","\\u\\u\\uNEWLINE\\u\\u\\u_","def_","emit_","(_","self_",",_","readout","s_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","\"\"\"","\\","10",";"," "," "," "," ","Sing","le"," ","step","\\","10",";","\\","10",";"," "," "," "," ",":","param"," ","readout","s",":"," ","output"," ","of"," ","hidden"," ","layer"," ","[","batch","\\u","size",",","get","\\u","dim","('","inputs","')]","\\","10",";"," "," "," "," ","\"\"\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","mean_",",_","sigma_",",_","corr_",",_","weight_",",_","pen","up_","=_","self_","._","components_","(_","readout","s_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","mix","\\u","dim_","=_","self_","._","mix","\\u","dim_","#"," ","get","\\u","dim","('","mix","')","_","\\u\\u\\uNEWLINE\\u\\u\\u_","batch","\\u","size_","=_","readout","s_","._","shape_","[_","0_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","nr_","=_","self_","._","theano","\\u","rng_","._","normal_","(_","\\u\\u\\uNL\\u\\u\\u_","size_","=_","(_","batch","\\u","size_",",_","mix","\\u","dim_",",_","2_",")_",",_","\\u\\u\\uNL\\u\\u\\u_","avg_","=_","0._",",_","std_","=_","1._",")_","#",","," ","dt","ype","=","float","X",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","c_","=_","(_","1_","-_","T_","._","sqrt_","(_","1_","-_","corr_","**_","2_",")_",")_","/_","(_","corr_","+_","self_","._","epsilon_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","c_","=_","c_","._","dims","huff","le_","(_","(_","0_",",_","1_",",_","'","x","'_",")_",")_","#"," ","same"," ","for"," ","x"," ","and"," ","y_","\\u\\u\\uNEWLINE\\u\\u\\u_","nr_","=_","nr_","+_","nr_","[_",":_",",_",":_",",_",":_",":_","-_","1_","]_","*_","c_","#"," ","x","+","c","*","y"," ","and"," ","y"," ","+"," ","c","*","x_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","nr_","=_","nr_","/_","T_","._","sqrt_","(_","1_","+_","c_","**_","2_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","nr_","=_","nr_","*_","sigma_","\\u\\u\\uNEWLINE\\u\\u\\u_","nr_","=_","nr_","+_","mean_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","If"," ","I"," ","don","t"," ","do"," ","dt","ype","=","float","X"," ","in"," ","the"," ","next"," ","line"," ","I"," ","get"," ","an"," ","error_","\\u\\u\\uNL\\u\\u\\u_","weight_","=_","self_","._","theano","\\u","rng_","._","multin","omial","_","(_","pval","s_","=_","weight_",",_","dtype_","=_","float","X_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","an"," ","alternative"," ","is"," ","the"," ","follow","ing"," ","code",":_","\\u\\u\\uNL\\u\\u\\u_","#"," ","right","\\u","bound","ry"," ","="," ","T",".","cum","sum","(","weight",",","axis","=","1",")"," "," ","#"," ","[...",",","1","]_","\\u\\u\\uNL\\u\\u\\u_","#"," ","left","\\u","bound","ry"," ","="," ","right","\\u","bound","ry"," ","-"," ","weight"," "," ","#"," ","[","0",",...","]_","\\u\\u\\uNL\\u\\u\\u_","#"," ","un","0"," ","="," ","self",".","theano","\\u","rng",".","uniform","(","size","=(","batch","\\u","size",",)",").","dims","huff","le","((","0",","," ","'","x","'))","_","\\u\\u\\uNL\\u\\u\\u_","#"," ","weight"," ","="," ","T",".","cast","(","left","\\u","bound","ry"," ","<="," ","un","0",","," ","float","X",")"," ","*"," ","\\\\_","\\u\\u\\uNL\\u\\u\\u_","#"," "," ","T",".","cast","(","un","0"," ","<"," ","right","\\u","bound","ry",","," ","float","X",")"," "," ","#"," ","1"," ","only"," ","in"," ","one"," ","bin_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","xy_","=_","nr_","*_","weight_","[_",":_",",_",":_",",_","None_","]_","#"," ","[","batch","\\u","size",",","mix","\\u","dim",",","2","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","xy_","=_","xy_","._","sum_","(_","axis_","=_","1_",")_","#"," ","[","batch","\\u","size",",","2","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","un_","=_","self_","._","theano","\\u","rng_","._","uniform_","(_","size_","=_","(_","batch","\\u","size_",",_","1_",")_",")_","#",","," ","dt","ype","=","float","X",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","pen","up_","=_","T_","._","cast_","(_","un_","<_","pen","up_",",_","float","X_",")_","#"," ",".","ast","ype","(","float","X",")"," "," ","#"," ","[","batch","\\u","size",",","1","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","res_","=_","T_","._","concatenate_","(_","[_","xy_",",_","pen","up_","]_",",_","axis_","=_","1_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","return_","res_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Sketch","Emitte","r_","(_","Abstract","Emitte","r_",",_","Initializ","able_",",_","Random_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","cost_","(_","self_",",_","readout","s_",",_","outputs_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","\"\"\"","\\","10",";"," "," "," "," ","All"," ","step","s"," ","or"," ","single"," ","step","\\","10",";","\\","10",";"," "," "," "," ",":","param"," ","readout","s",":"," ","output"," ","of"," ","hidden"," ","layer"," ","[","batch","\\u","size",",","input","\\u","dim","]"," ","or","\\","10",";"," "," "," "," "," ","[","step","s",",","batch","\\u","size",",","input","\\u","dim","]","\\","10",";"," "," "," "," ",":","param"," ","output","s",":"," ","sketch"," ","cord","inat","es"," ","of"," ","next"," ","time"," ","period"," ","batch","\\u","size",",","3","]"," ","or","\\","10",";"," "," "," "," "," ","[","step","s",","," ","batch","\\u","size",",","3","]","\\","10",";"," "," "," "," ",":","return",":"," ","NL","L"," ","[","batch","\\u","size","]"," ","or"," ","[","step","s",",","batch","\\u","size","]","\\","10",";"," "," "," "," ","\"\"\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","nl","l\\u","ndim_","=_","readout","s_","._","ndim_","-_","1_","\\u\\u\\uNEWLINE\\u\\u\\u_","nl","l\\u","shape_","=_","readout","s_","._","shape_","[_",":_","-_","1_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","if"," ","we"," ","have"," ","step","s"," ","flat","ten"," ","step","s",",","bac","th","\\u","size"," ","to"," ","step","s","*","batch","\\u","size_","\\u\\u\\uNL\\u\\u\\u_","outputs_","=_","outputs_","._","reshape_","(_","(_","-_","1_",",_","3_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","mean_",",_","sigma_",",_","corr_",",_","weight_",",_","pen","up_","=_","self_","._","components_","(_","readout","s_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","duplicat","e"," ","the"," ","output"," ","over"," ","all"," ","mix","\\u","dim_","\\u\\u\\uNL\\u\\u\\u_","d_","=_","outputs_","[_",":_",",_",":_","2_","]_","._","dims","huff","le_","(_","(_","0_",",_","'","x","'_",",_","1_",")_",")_","-_","mean_","#"," ","25_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","[","batch","\\u","size",",","mix","\\u","dim","]_","\\u\\u\\uNL\\u\\u\\u_","sigma","2_","=_","sigma_","[_",":_",",_",":_",",_","0_","]_","*_","sigma_","[_",":_",",_",":_",",_","1_","]_","+_","self_","._","epsilon_","#"," ","25_","\\u\\u\\uNEWLINE\\u\\u\\u_","z_","=_","d_","**_","2_","/_","sigma_","**_","2_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","[","batch","\\u","size",",","mix","\\u","dim","]_","\\u\\u\\uNL\\u\\u\\u_","z_","=_","z_","._","sum_","(_","axis_","=_","-_","1_",")_","-_","2_","*_","corr_","*_","(_","d_","[_",":_",",_",":_",",_","0_","]_","*_","d_","[_",":_",",_",":_",",_","1_","]_",")_","/_","sigma","2_","#"," ","25_","\\u\\u\\uNEWLINE\\u\\u\\u_","corr","1_","=_","1_","-_","corr_","**_","2_","+_","self_","._","epsilon_","#"," ","24_","\\u\\u\\uNEWLINE\\u\\u\\u_","n_","=_","-_","z_","/_","(_","2_","*_","corr","1_",")_","#"," ","24"," ","[","batch","\\u","size",",","mix","\\u","dim","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","nma","x_","=_","n_","._","max_","(_","axis_","=_","-_","1_",",_","keepdims_","=_","True_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","n_","=_","n_","-_","nma","x_","\\u\\u\\uNEWLINE\\u\\u\\u_","n_","=_","T_","._","exp_","(_","n_",")_","/_","(_","2_","*_","np_","._","pi_","*_","sigma","2_","*_","T_","._","sqrt_","(_","corr","1_",")_",")_","#"," ","24_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","[","batch","\\u","size","]_","\\u\\u\\uNL\\u\\u\\u_","nl","l_","=_","-_","T_","._","log_","(_","(_","n_","*_","weight_",")_","._","sum_","(_","axis_","=_","-_","1_",",_","keepdims_","=_","True_",")_","+_","self_","._","epsilon_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","nl","l_","-=_","nma","x_","\\u\\u\\uNEWLINE\\u\\u\\u_","nl","l_","+=_","T_","._","nnet","_","._","binar","y","\\u","crossentropy","_","(_","pen","up_",",_","outputs_","[_",":_",",_","2_",":_","]_",")_","#"," ","26_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","return_","nl","l_","._","reshape_","(_","nl","l\\u","shape_",",_","ndim_","=_","nl","l\\u","ndim_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Sketch","Emitte","r_","(_","Abstract","Emitte","r_",",_","Initializ","able_",",_","Random_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","@_","application_","\\u\\u\\uNEWLINE\\u\\u\\u_","def_","initial","\\u","outputs_","(_","self_",",_","batch","\\u","size_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","return_","T_","._","zeros_","(_","(_","batch","\\u","size_",",_","3_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Sketch","Emitte","r_","(_","Abstract","Emitte","r_",",_","Initializ","able_",",_","Random_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","get","\\u","dim_","(_","self_",",_","name_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","if_","name_","==_","'","inputs","'_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","return_","2_","*_","(_","2_","*_","self_","._","mix","\\u","dim_",")_","+_","2_","*_","self_","._","mix","\\u","dim_","+_","1_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","name_","==_","'","output","s","'_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","return_","3_","#"," ","x",",","y",",","pen_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","return_","super_","(_","Sketch","Emitte","r_",",_","self_",")_","._","get","\\u","dim_","(_","name_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","main_","(_","name_",",_","epochs_",",_","batch","\\u","size_",",_","learn","ing","\\u","rate_",",_","\\u\\u\\uNL\\u\\u\\u_","dim_",",_","mix","\\u","dim_",",_","old","\\u","model","\\u","name_",",_","max","\\u","length_",",_","bokeh","_",",_","GRU","_",",_","dropout_",",_","\\u\\u\\uNL\\u\\u\\u_","depth_",",_","max","\\u","grad_",",_","step","\\u","method_",",_","epsilon_",",_","sample_",",_","skip_",",_","uniform_",",_","top_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#-","--------------","--------------","--------------","--------------","-------------","_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","datasource_","=_","name_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","def_","sh","num_","(_","x_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","\"\"\""," ","Convert"," ","a"," ","posit","ive"," ","float"," ","int","o"," ","a"," ","short"," ","tag","-","usable"," ","string","\\","10",";"," "," "," "," "," ","E",".","g",".:"," ","0"," ","->"," ","0",","," ","0.005"," ","->"," ","5","3",","," ","100"," ","->"," ","1","-","2","\\","10",";"," "," "," "," ","\"\"\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","return_","'","0","'_","if_","x_","<=_","0_","else_","'%","s","%","d","'_","%_","(_","(_","\"%","e","\"_","%_","x_",")_","[_","0_","]_",",_","-_","np_","._","floor_","(_","np_","._","log10_","(_","x_",")_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","jobn","ame_","=_","\"%","s","-%","d","X","%","dm","%","dd","%","dr","%","sb","%","de","%","s","\"_","%_","(_","datasource_",",_","depth_",",_","dim_",",_","mix","\\u","dim_",",_","\\u\\u\\uNL\\u\\u\\u_","int_","(_","dropout_","*_","10_",")_",",_","\\u\\u\\uNL\\u\\u\\u_","sh","num_","(_","learn","ing","\\u","rate_",")_",",_","batch","\\u","size_",",_","\\u\\u\\uNL\\u\\u\\u_","sh","num_","(_","epsilon_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","max","\\u","length_","!=_","600_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","jobn","ame_","+=_","'-","L","%","d","'_","%_","max","\\u","length_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","GRU","_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","jobn","ame_","+=_","'","g","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","max","\\u","grad_","!=_","5._",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","jobn","ame_","+=_","'","G","%","g","'_","%_","max","\\u","grad_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","step","\\u","method_","!=_","'","adam","'_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","jobn","ame_","+=_","step","\\u","method_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","skip_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","jobn","ame_","+=_","'","D","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","assert_","depth_",">_","1_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","top_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","jobn","ame_","+=_","'","T","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","assert_","depth_",">_","1_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","uniform_",">_","0._",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","jobn","ame_","+=_","'","u","%","d","'_","%_","int_","(_","uniform_","*_","100_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","debug_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","jobn","ame_","+=_","\".","debug","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","sample_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","print_","(_","\"","Sampl","ing","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","print_","(_","\"\\\\","n","Run","ning"," ","experiment"," ","%","s","\"_","%_","jobn","ame_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","old","\\u","model","\\u","name_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","print_","(_","\"","startin","g"," ","from"," ","model"," ","%","s","\"_","%_","old","\\u","model","\\u","name_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#-","--------------","--------------","--------------","--------------","-------------","_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","transitions_","=_","[_","Gat","ed","Recurren","t_","(_","dim_","=_","dim_",")_","if_","GRU","_","else_","LSTM","_","(_","dim_","=_","dim_",")_","\\u\\u\\uNL\\u\\u\\u_","for_","\\u_","in_","range_","(_","depth_",")_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","depth_",">_","1_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","transition_","=_","Recurren","t","Stack_","(_","transitions_",",_","name_","=_","\"","transiti","on","\"_",",_","\\u\\u\\uNL\\u\\u\\u_","skip","\\u","connections_","=_","skip_","or_","top_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","skip_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","source","\\u","names_","=_","[_","Recurren","t","Stack_","._","suffix_","(_","'","state","s","'_",",_","d_",")_","for_","d_","in_","range_","(_","depth_",")_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","source","\\u","names_","=_","[_","Recurren","t","Stack_","._","suffix_","(_","'","state","s","'_",",_","depth_","-_","1_",")_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","transition_","=_","transitions_","[_","0_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","transition_","._","name_","=_","\"","transiti","on","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","source","\\u","names_","=_","[_","'","state","s","'_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","emitter_","=_","Sketch","Emitte","r_","(_","mix","\\u","dim_","=_","mix","\\u","dim_",",_","\\u\\u\\uNL\\u\\u\\u_","epsilon_","=_","epsilon_",",_","\\u\\u\\uNL\\u\\u\\u_","name_","=_","\"","emitte","r","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","readout","_","=_","Read","out_","(_","\\u\\u\\uNL\\u\\u\\u_","readout","\\u","dim_","=_","emitter_","._","get","\\u","dim_","(_","'","inputs","'_",")_",",_","\\u\\u\\uNL\\u\\u\\u_","source","\\u","names_","=_","source","\\u","names_",",_","\\u\\u\\uNL\\u\\u\\u_","emitter_","=_","emitter_",",_","\\u\\u\\uNL\\u\\u\\u_","name_","=_","\"","readout","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","generator_","=_","Sequ","ence","Generator_","(_","readout","_","=_","readout","_",",_","transition_","=_","transition_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","Initializ","ation"," ","settings_","\\u\\u\\uNL\\u\\u\\u_","if_","uniform_",">_","0._",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","generator_","._","weight","s","\\u","init_","=_","Uniform","_","(_","width_","=_","uniform_","*_","2._",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","generator_","._","weight","s","\\u","init_","=_","Ortho","gon","al","Glo","rot_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","generator_","._","bias","es","\\u","init_","=_","Constant_","(_","0_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","Build"," ","the"," ","cost"," ","computation"," ","graph"," ","[","step","s",","," ","batch","\\u","size",","," ","3","]_","\\u\\u\\uNL\\u\\u\\u_","x_","=_","T_","._","tensor","3_","(_","'","features","'_",",_","dtype_","=_","float","X_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","debug_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","x_","._","tag_","._","test\\u","value_","=_","np_","._","ones_","(_","(_","max","\\u","length_",",_","batch","\\u","size_",",_","3_",")_",")_","._","astype_","(_","float","X_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","x_","=_","x_","[_",":_","max","\\u","length_",",_",":_",",_",":_","]_","#"," ","has"," ","to"," ","be"," ","after"," ","setti","ng"," ","test\\u","value_","\\u\\u\\uNEWLINE\\u\\u\\u_","cost_","=_","generator_","._","cost_","(_","x_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","cost_","._","name_","=_","\"","sequence","\\u","log","\\u","likelihood","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","Give"," ","an"," ","idea"," ","of"," ","what","'","s"," ","goi","ng"," ","on_","\\u\\u\\uNL\\u\\u\\u_","model_","=_","Model_","(_","cost_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","params_","=_","model_","._","get","\\u","parameter","\\u","dict_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","logger_","._","info_","(_","\"","Parameter","s",":\\\\","n","\"_","+_","\\u\\u\\uNL\\u\\u\\u_","pprint_","._","pformat_","(_","\\u\\u\\uNL\\u\\u\\u_","[_","(_","key_",",_","value_","._","get","\\u","value_","(_",")_","._","shape_",")_","for_","key_",",_","value_","\\u\\u\\uNL\\u\\u\\u_","in_","params_","._","items_","(_",")_","]_",",_","\\u\\u\\uNL\\u\\u\\u_","width_","=_","120_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","model","\\u","size_","=_","0_","\\u\\u\\uNEWLINE\\u\\u\\u_","for_","v_","in_","params_","._","itervalues_","(_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","s_","=_","v_","._","get","\\u","value_","(_",")_","._","shape_","\\u\\u\\uNEWLINE\\u\\u\\u_","model","\\u","size_","+=_","s_","[_","0_","]_","*_","(_","s_","[_","1_","]_","if_","len_","(_","s_",")_",">_","1_","else_","1_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","logger_","._","info_","(_","\"","Total"," ","number"," ","of"," ","parameter","s"," ","%","d","\"_","%_","model","\\u","size_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#-","--------------","--------------","--------------","--------------","---","_","\\u\\u\\uNL\\u\\u\\u_","extensions_","=_","[_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","old","\\u","model","\\u","name_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","if_","old","\\u","model","\\u","name_","==_","'","continue","'_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","old","\\u","model","\\u","name_","=_","jobn","ame_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","with_","open_","(_","old","\\u","model","\\u","name_","+_","'\\u","model","'_",",_","\"","rb","\"_",")_","as_","f_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","old","\\u","model_","=_","pickle_","._","load_","(_","f_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","model_","._","set\\u","parameter","\\u","values_","(_","old","\\u","model_","._","get","\\u","parameter","\\u","values_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","del_","old","\\u","model_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","Initializ","e"," ","parameters_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","for_","brick_","in_","model_","._","get","\\u","top","\\u","bricks","_","(_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","brick_","._","initialize_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","sample_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","assert_","old","\\u","model","\\u","name_","and_","old","\\u","model","\\u","name_","!=_","'","continue","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","Sample_","(_","generator_",",_","steps_","=_","max","\\u","length_",",_","path_","=_","old","\\u","model","\\u","name_",")_","._","do_","(_","None_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","exit_","(_","0_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#-","--------------","--------------","--------------","--------------","---","_","\\u\\u\\uNL\\u\\u\\u_","#"," ","Define"," ","the"," ","train","ing"," ","algo","rit","hm","._","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","cg_","=_","Computation","Graph_","(_","cost_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","dropout_",">_","0._",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","from_","blocks_","._","roles_","import_","INPUT_",",_","OUTPUT_","\\u\\u\\uNEWLINE\\u\\u\\u_","drop","out","\\u","target_","=_","Varia","ble","Filter_","(_","roles_","=_","[_","OUTPUT_","]_",",_","\\u\\u\\uNL\\u\\u\\u_","bricks","_","=_","transitions_",",_","\\u\\u\\uNL\\u\\u\\u_","name","\\u","regex_","=_","'","state","s","'_",")_","(_","cg_","._","variables_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","print_","(_","'#"," ","drop","out"," ","%","d","'_","%_","len_","(_","drop","out","\\u","target_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","cg_","=_","appl","y","\\u","dropout_","(_","cg_",",_","drop","out","\\u","target_",",_","dropout_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","opt","\\u","cost_","=_","cg_","._","outputs_","[_","0_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","opt","\\u","cost_","=_","cost_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","step","\\u","method_","==_","'","adam","'_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","step","\\u","rule_","=_","Adam","_","(_","learn","ing","\\u","rate_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","elif_","step","\\u","method_","==_","'","rms","prop","'_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","step","\\u","rule_","=_","RMS","Prop_","(_","learn","ing","\\u","rate_",",_","deca","y","\\u","rate_","=_","0.95_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","elif_","step","\\u","method_","==_","'","ada","grad","'_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","step","\\u","rule_","=_","Ada","Grad","_","(_","learn","ing","\\u","rate_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","elif_","step","\\u","method_","==_","'","ada","delta","'_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","step","\\u","rule_","=_","Ada","Delta_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","elif_","step","\\u","method_","==_","'","scale","'_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","step","\\u","rule_","=_","Scale_","(_","learn","ing","\\u","rate_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","raise_","Exception_","(_","'","Un","know","n"," ","stt","ep"," ","method"," ","%","s","'_","%_","step","\\u","method_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","step","\\u","rule_","=_","Composit","e","Rule_","(_","[_","Step","Clip","ping_","(_","max","\\u","grad_",")_",",_","step","\\u","rule_","]_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","algorithm_","=_","Grad","ient","Descen","t_","(_","\\u\\u\\uNL\\u\\u\\u_","cost_","=_","opt","\\u","cost_",",_","parameters_","=_","cg_","._","parameters_",",_","\\u\\u\\uNL\\u\\u\\u_","step","\\u","rule_","=_","step","\\u","rule_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#-","--------------","--------------","--------------","--------------","---","_","\\u\\u\\uNL\\u\\u\\u_","observable","s_","=_","[_","cost_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","Fe","tch"," ","variab","les"," ","usef","ul"," ","for"," ","debugg","ing_","\\u\\u\\uNL\\u\\u\\u_","(_","energies_",",_",")_","=_","Varia","ble","Filter_","(_","\\u\\u\\uNL\\u\\u\\u_","applications_","=_","[_","generator_","._","readout","_","._","readout","_","]_",",_","\\u\\u\\uNL\\u\\u\\u_","name","\\u","regex_","=_","\"","output","\"_",")_","(_","cg_","._","variables_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","min","\\u","energy_","=_","named","\\u","copy_","(_","energies_","._","min_","(_",")_",",_","\"","min","\\u","energ","y","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","max","\\u","energy_","=_","named","\\u","copy_","(_","energies_","._","max_","(_",")_",",_","\"","max","\\u","energ","y","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","observable","s_","+=_","[_","min","\\u","energy_",",_","max","\\u","energy_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","(","activation","s",",)"," ","="," ","Varia","ble","Filter","(_","\\u\\u\\uNL\\u\\u\\u_","#"," ","applica","tion","s","=[","generat","or",".","transiti","on",".","appl","y","],","_","\\u\\u\\uNL\\u\\u\\u_","#"," ","name","=","generat","or",".","transiti","on",".","appl","y",".","state","s","[","0","])(","cg",".","variab","les",")_","\\u\\u\\uNL\\u\\u\\u_","#"," ","mean","\\u","activation"," ","="," ","named","\\u","copy","(","abs","(","activation","s",").","mean","()",",_","\\u\\u\\uNL\\u\\u\\u_","#"," "," "," "," ","\"","mean","\\u","activation","\")","_","\\u\\u\\uNL\\u\\u\\u_","#"," ","observable","s",".","append","(","mean","\\u","activation",")_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","observable","s_","+=_","[_","algorithm_","._","total","\\u","step","\\u","norm_",",_","algorithm_","._","total","\\u","gradi","ent","\\u","norm_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","for_","name_",",_","param_","in_","params_","._","items_","(_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","observable","s_","._","append_","(_","named","\\u","copy_","(_","\\u\\u\\uNL\\u\\u\\u_","param_","._","norm_","(_","2_",")_",",_","name_","+_","\"\\u","norm","\"_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","observable","s_","._","append_","(_","named","\\u","copy_","(_","\\u\\u\\uNL\\u\\u\\u_","algorithm_","._","gradients_","[_","param_","]_","._","norm_","(_","2_",")_",",_","name_","+_","\"\\u","grad","\\u","norm","\"_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#-","--------------","--------------","--------------","--------------","---","_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","datas","ource","\\u","fname_","=_","os_","._","path_","._","join_","(_","fuel","_","._","config_","._","data\\u","path_",",_","datasource_",",_","\\u\\u\\uNL\\u\\u\\u_","datasource_","+_","'.","hdf5","'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","train","\\u","ds_","=_","H","5","PY","Dataset_","(_","datas","ource","\\u","fname_",",_","#","max","\\u","length","=","max","\\u","length",",_","\\u\\u\\uNL\\u\\u\\u_","whi","ch","\\u","sets_","=_","[_","'","train","'_","]_",",_","sources_","=_","(_","'","features","'_",",_",")_",",_","\\u\\u\\uNL\\u\\u\\u_","load","\\u","in","\\u","memory_","=_","True_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","train","\\u","stream_","=_","Data","Stream_","(_","train","\\u","ds_",",_","\\u\\u\\uNL\\u\\u\\u_","iterati","on","\\u","scheme_","=_","Shuffle","d","Scheme_","(_","\\u\\u\\uNL\\u\\u\\u_","train","\\u","ds_","._","num","\\u","examples_",",_","batch","\\u","size_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","test\\u","ds_","=_","H","5","PY","Dataset_","(_","datas","ource","\\u","fname_",",_","#","max","\\u","length","=","max","\\u","length",",_","\\u\\u\\uNL\\u\\u\\u_","whi","ch","\\u","sets_","=_","[_","'","test","'_","]_",",_","sources_","=_","(_","'","features","'_",",_",")_",",_","\\u\\u\\uNL\\u\\u\\u_","load","\\u","in","\\u","memory_","=_","True_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","test\\u","stream_","=_","Data","Stream_","(_","test\\u","ds_",",_","\\u\\u\\uNL\\u\\u\\u_","iterati","on","\\u","scheme_","=_","Sequ","ential","Scheme_","(_","\\u\\u\\uNL\\u\\u\\u_","test\\u","ds_","._","num","\\u","examples_",",_","batch","\\u","size_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","train","\\u","stream_","=_","Mapping_","(_","train","\\u","stream_",",_","\\u","transpose_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","test\\u","stream_","=_","Mapping_","(_","test\\u","stream_",",_","\\u","transpose_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","def_","stream","\\u","stats_","(_","ds_",",_","label_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","itr_","=_","ds_","._","get","\\u","epoch","\\u","iterator_","(_","as","\\u","dict_","=_","True_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","batch","\\u","count_","=_","0_","\\u\\u\\uNEWLINE\\u\\u\\u_","example","s","\\u","count_","=_","0_","\\u\\u\\uNEWLINE\\u\\u\\u_","for_","batch_","in_","itr_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","batch","\\u","count_","+=_","1_","\\u\\u\\uNEWLINE\\u\\u\\u_","example","s","\\u","count_","+=_","batch_","[_","'","features","'_","]_","._","shape_","[_","1_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","print_","(_","'%","s"," ","#","batch"," ","%","d"," ","#","example","s"," ","%","d","'_","%_","\\u\\u\\uNL\\u\\u\\u_","(_","label_",",_","batch","\\u","count_",",_","example","s","\\u","count_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","stream","\\u","stats_","(_","train","\\u","stream_",",_","'","train","'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","stream","\\u","stats_","(_","test\\u","stream_",",_","'","test","'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","extensions_","+=_","[_","Tim","ing_","(_","every","\\u","n","\\u","batches_","=_","10_",")_",",_","\\u\\u\\uNL\\u\\u\\u_","Train","ing","Data","Monitor","ing_","(_","\\u\\u\\uNL\\u\\u\\u_","observable","s_",",_","prefix_","=_","\"","train","\"_",",_","\\u\\u\\uNL\\u\\u\\u_","every","\\u","n","\\u","batches_","=_","10_",")_",",_","\\u\\u\\uNL\\u\\u\\u_","Data","Stream","Monitor","ing_","(_","\\u\\u\\uNL\\u\\u\\u_","[_","cost_","]_",",_","#"," ","with","out"," ","dropout_","\\u\\u\\uNL\\u\\u\\u_","test\\u","stream_",",_","\\u\\u\\uNL\\u\\u\\u_","prefix_","=_","\"","test","\"_",",_","\\u\\u\\uNL\\u\\u\\u_","on","\\u","resum","ption_","=_","True_",",_","\\u\\u\\uNL\\u\\u\\u_","after","\\u","epoch_","=_","False_",",_","#"," ","by"," ","default"," ","this"," ","is"," ","True_","\\u\\u\\uNL\\u\\u\\u_","every","\\u","n","\\u","batches_","=_","100_",")_",",_","\\u\\u\\uNL\\u\\u\\u_","#"," ","all"," ","monitored"," ","data"," ","is"," ","read","y"," ","so"," ","print"," ","it","..._","\\u\\u\\uNL\\u\\u\\u_","#"," ","(","next"," ","step","s"," ","may"," ","take"," ","more"," ","time"," ","and"," ","we"," ","want"," ","to"," ","see"," ","the_","\\u\\u\\uNL\\u\\u\\u_","#"," ","results"," ","as"," ","soo","n"," ","as"," ","possib","le"," ","so"," ","print"," ","as"," ","soo","n"," ","as"," ","you"," ","can",")_","\\u\\u\\uNL\\u\\u\\u_","Printing","_","(_","every","\\u","n","\\u","batches_","=_","10_",")_",",_","\\u\\u\\uNL\\u\\u\\u_","#"," ","perform"," ","multiple"," ","dump","s"," ","at"," ","different"," ","intervals_","\\u\\u\\uNL\\u\\u\\u_","#"," ","so"," ","if"," ","one"," ","of"," ","them"," ","breaks"," ","(","has"," ","nan",")"," ","we"," ","can"," ","hop","efu","ll","y_","\\u\\u\\uNL\\u\\u\\u_","#"," ","find"," ","a"," ","model"," ","from"," ","few"," ","batche","s"," ","ago"," ","in"," ","the"," ","other_","\\u\\u\\uNL\\u\\u\\u_","Checkpoint","_","(_","jobn","ame_",",_","\\u\\u\\uNL\\u\\u\\u_","bef","ore","\\u","training_","=_","False_",",_","after","\\u","epoch_","=_","True_",",_","\\u\\u\\uNL\\u\\u\\u_","save","\\u","separately","_","=_","[_","'","log","'_",",_","'","model","'_","]_",")_",",_","\\u\\u\\uNL\\u\\u\\u_","Sample_","(_","generator_",",_","steps_","=_","max","\\u","length_",",_","\\u\\u\\uNL\\u\\u\\u_","path_","=_","jobn","ame_","+_","'.","test","'_",",_","\\u\\u\\uNL\\u\\u\\u_","every","\\u","n","\\u","batches_","=_","100_",")_",",_","\\u\\u\\uNL\\u\\u\\u_","Progres","s","Bar_","(_",")_",",_","\\u\\u\\uNL\\u\\u\\u_","Finish","After_","(_","after","\\u","n","\\u","epochs_","=_","epochs_",")_","\\u\\u\\uNL\\u\\u\\u_","#"," ","Thi","s"," ","show","s"," ","a"," ","way"," ","to"," ","handle"," ","Na","N"," ","emerg","ing"," ","dur","ing_","\\u\\u\\uNL\\u\\u\\u_","#"," ","train","ing",":"," ","simp","ly"," ","finish"," ","it","._","\\u\\u\\uNL\\u\\u\\u_","._","add","\\u","condition_","(_","[_","\"","after","\\u","batch","\"_","]_",",_","\\u","is","\\u","nan_",")_",",_","\\u\\u\\uNL\\u\\u\\u_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","if_","bokeh","_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","from_","blocks_","._","extras_","._","extensions_","._","plot_","import_","Plot_","\\u\\u\\uNEWLINE\\u\\u\\u_","extensions_","._","append_","(_","Plot_","(_","\\u\\u\\uNL\\u\\u\\u_","'","sketch","'_",",_","\\u\\u\\uNL\\u\\u\\u_","channels_","=_","[_","[_","'","cost","'_","]_","]_",",_","every","\\u","n","\\u","batches_","=_","10_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","Construct"," ","the"," ","main"," ","loop"," ","and"," ","start"," ","train","ing","!","_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","main","\\u","loop_","=_","Main","Loop_","(_","\\u\\u\\uNL\\u\\u\\u_","model_","=_","model_",",_","\\u\\u\\uNL\\u\\u\\u_","data\\u","stream_","=_","train","\\u","stream_",",_","\\u\\u\\uNL\\u\\u\\u_","algorithm_","=_","algorithm_",",_","\\u\\u\\uNL\\u\\u\\u_","extensions_","=_","extensions_","\\u\\u\\uNL\\u\\u\\u_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","main","\\u","loop_","._","run_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_"],"string":"[\n \"[CLS]_\",\n \"Un\",\n \"used_\",\n \"import_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"#!\",\n \"/\",\n \"usr\",\n \"/\",\n \"bin\",\n \"/\",\n \"env\",\n \" \",\n \"python_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"\\\\u\\\\u\",\n \"future\\\\u\\\\u_\",\n \"import_\",\n \"division_\",\n \",_\",\n \"print\",\n \"\\\\u\",\n \"function_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"logging_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"os_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"FORMAT_\",\n \"=_\",\n \"'[\",\n \"%\",\n \"(\",\n \"asc\",\n \"time\",\n \")\",\n \"s\",\n \"]\",\n \" \",\n \"%\",\n \"(\",\n \"name\",\n \")-\",\n \"15\",\n \"s\",\n \" \",\n \"%\",\n \"(\",\n \"message\",\n \")\",\n \"s\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"DAT\",\n \"EF\",\n \"MT\",\n \"_\",\n \"=_\",\n \"\\\"%\",\n \"H\",\n \":\",\n \"%\",\n \"M\",\n \":\",\n \"%\",\n \"S\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"logging_\",\n \"._\",\n \"basic\",\n \"Config_\",\n \"(_\",\n \"format_\",\n \"=_\",\n \"FORMAT_\",\n \",_\",\n \"datefmt_\",\n \"=_\",\n \"DAT\",\n \"EF\",\n \"MT\",\n \"_\",\n \",_\",\n \"level_\",\n \"=_\",\n \"logging_\",\n \"._\",\n \"INFO_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"sys_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"theano_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Automat\",\n \"ical\",\n \"ly\",\n \" \",\n \"detect\",\n \" \",\n \"we\",\n \" \",\n \"are\",\n \" \",\n \"debugg\",\n \"ing\",\n \" \",\n \"and\",\n \" \",\n \"turn\",\n \" \",\n \"on\",\n \" \",\n \"maximal\",\n \" \",\n \"The\",\n \"ano\",\n \" \",\n \"debugg\",\n \"ing_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"debug_\",\n \"=_\",\n \"sys_\",\n \"._\",\n \"gett\",\n \"race_\",\n \"(_\",\n \")_\",\n \"is_\",\n \"not_\",\n \"None_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"debug_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"print_\",\n \"(_\",\n \"\\\"\",\n \"Deb\",\n \"ugg\",\n \"ing\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"theano_\",\n \"._\",\n \"config_\",\n \"._\",\n \"optimizer_\",\n \"=_\",\n \"'\",\n \"fast\",\n \"\\\\u\",\n \"compile\",\n \"'_\",\n \"#\",\n \" \",\n \"or\",\n \" \",\n \"\\\"\",\n \"Non\",\n \"e\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"theano_\",\n \"._\",\n \"config_\",\n \"._\",\n \"exception\",\n \"\\\\u\",\n \"verbosity_\",\n \"=_\",\n \"'\",\n \"high\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"theano_\",\n \"._\",\n \"config_\",\n \"._\",\n \"compute\",\n \"\\\\u\",\n \"test\\\\u\",\n \"value_\",\n \"=_\",\n \"'\",\n \"warn\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"theano_\",\n \"._\",\n \"config_\",\n \"._\",\n \"compute\",\n \"\\\\u\",\n \"test\\\\u\",\n \"value_\",\n \"=_\",\n \"'\",\n \"off\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"theano_\",\n \"._\",\n \"tensor_\",\n \"as_\",\n \"T_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"numpy_\",\n \"as_\",\n \"np_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"fuel\",\n \"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"argparse_\",\n \"import_\",\n \"Arg\",\n \"ument\",\n \"Parser_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"fuel\",\n \"_\",\n \"._\",\n \"streams_\",\n \"import_\",\n \"Data\",\n \"Stream_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"fuel\",\n \"_\",\n \"._\",\n \"schemes\",\n \"_\",\n \"import_\",\n \"Sequ\",\n \"ential\",\n \"Scheme_\",\n \",_\",\n \"Shuffle\",\n \"d\",\n \"Scheme_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"blocks_\",\n \"._\",\n \"algorithms_\",\n \"import_\",\n \"Grad\",\n \"ient\",\n \"Descen\",\n \"t_\",\n \",_\",\n \"Composit\",\n \"e\",\n \"Rule_\",\n \",_\",\n \"Step\",\n \"Clip\",\n \"ping_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"blocks_\",\n \"._\",\n \"algorithms_\",\n \"import_\",\n \"Adam\",\n \"_\",\n \",_\",\n \"RMS\",\n \"Prop_\",\n \",_\",\n \"Ada\",\n \"Grad\",\n \"_\",\n \",_\",\n \"Scale_\",\n \",_\",\n \"Ada\",\n \"Delta_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"blocks_\",\n \"._\",\n \"initialization\",\n \"_\",\n \"import_\",\n \"Constant_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"blocks_\",\n \"._\",\n \"graph_\",\n \"import_\",\n \"Computation\",\n \"Graph_\",\n \",_\",\n \"appl\",\n \"y\",\n \"\\\\u\",\n \"dropout_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"blocks_\",\n \"._\",\n \"extensions_\",\n \"import_\",\n \"Finish\",\n \"After_\",\n \",_\",\n \"Tim\",\n \"ing_\",\n \",_\",\n \"Printing\",\n \"_\",\n \",_\",\n \"Progres\",\n \"s\",\n \"Bar_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"blocks_\",\n \"._\",\n \"extensions_\",\n \"._\",\n \"save\",\n \"load_\",\n \"import_\",\n \"Simple\",\n \"Extension_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"blocks_\",\n \"._\",\n \"bricks\",\n \"_\",\n \"import_\",\n \"Random_\",\n \",_\",\n \"Initializ\",\n \"able_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"blocks_\",\n \"._\",\n \"bricks\",\n \"_\",\n \"._\",\n \"base_\",\n \"import_\",\n \"application_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"blocks_\",\n \"._\",\n \"extensions_\",\n \"._\",\n \"monitorin\",\n \"g_\",\n \"import_\",\n \"Data\",\n \"Stream\",\n \"Monitor\",\n \"ing_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"blocks_\",\n \"._\",\n \"extensions_\",\n \"._\",\n \"monitorin\",\n \"g_\",\n \"import_\",\n \"Train\",\n \"ing\",\n \"Data\",\n \"Monitor\",\n \"ing_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"blocks_\",\n \"._\",\n \"main\",\n \"\\\\u\",\n \"loop_\",\n \"import_\",\n \"Main\",\n \"Loop_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"blocks_\",\n \"._\",\n \"model_\",\n \"import_\",\n \"Model_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"blocks_\",\n \"._\",\n \"bricks\",\n \"_\",\n \"._\",\n \"recurrent\",\n \"_\",\n \"import_\",\n \"LSTM\",\n \"_\",\n \",_\",\n \"Gat\",\n \"ed\",\n \"Recurren\",\n \"t_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"blocks_\",\n \"._\",\n \"bricks\",\n \"_\",\n \"._\",\n \"recurrent\",\n \"_\",\n \"import_\",\n \"Recurren\",\n \"t\",\n \"Stack_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"blocks_\",\n \"._\",\n \"bricks\",\n \"_\",\n \"._\",\n \"sequence\",\n \"\\\\u\",\n \"generators_\",\n \"import_\",\n \"Sequ\",\n \"ence\",\n \"Generator_\",\n \",_\",\n \"Read\",\n \"out_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"fuel\",\n \"_\",\n \"._\",\n \"datasets_\",\n \"import_\",\n \"H\",\n \"5\",\n \"PY\",\n \"Dataset_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"blocks_\",\n \"._\",\n \"filter_\",\n \"import_\",\n \"Varia\",\n \"ble\",\n \"Filter_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"blocks_\",\n \"._\",\n \"extensions_\",\n \"._\",\n \"save\",\n \"load_\",\n \"import_\",\n \"Checkpoint\",\n \"_\",\n \",_\",\n \"Load_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"c\",\n \"Pickle_\",\n \"as_\",\n \"pickle_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"blocks\",\n \"\\\\u\",\n \"extras_\",\n \"import_\",\n \"Ortho\",\n \"gon\",\n \"al\",\n \"Glo\",\n \"rot_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"blocks_\",\n \"._\",\n \"initialization\",\n \"_\",\n \"import_\",\n \"Uniform\",\n \"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"float\",\n \"X_\",\n \"=_\",\n \"theano_\",\n \"._\",\n \"config_\",\n \"._\",\n \"float\",\n \"X_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"fuel\",\n \"_\",\n \"._\",\n \"config_\",\n \"._\",\n \"float\",\n \"X_\",\n \"=_\",\n \"float\",\n \"X_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"fuel\",\n \"_\",\n \"._\",\n \"transformers\",\n \"_\",\n \"import_\",\n \"Mapping_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"blocks_\",\n \"._\",\n \"utils_\",\n \"import_\",\n \"named\",\n \"\\\\u\",\n \"copy_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"logger_\",\n \"=_\",\n \"logging_\",\n \"._\",\n \"get\",\n \"Logger_\",\n \"(_\",\n \"\\\\u\\\\u\",\n \"name\\\\u\\\\u_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"pprint_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#-\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"------\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"this\",\n \" \",\n \"must\",\n \" \",\n \"be\",\n \" \",\n \"a\",\n \" \",\n \"global\",\n \" \",\n \"function\",\n \" \",\n \"so\",\n \" \",\n \"we\",\n \" \",\n \"can\",\n \" \",\n \"pickle\",\n \" \",\n \"it_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"math_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#-\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"-----\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"matplotlib_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"matplotlib_\",\n \"._\",\n \"use_\",\n \"(_\",\n \"'\",\n \"Agg\",\n \"'_\",\n \")_\",\n \"#\",\n \" \",\n \"allow\",\n \" \",\n \"plott\",\n \"ing\",\n \" \",\n \"with\",\n \"out\",\n \" \",\n \"a\",\n \" \",\n \"graphic\",\n \" \",\n \"display_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"matplotlib_\",\n \"import_\",\n \"pylab_\",\n \"as_\",\n \"pl_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"pylab_\",\n \"import_\",\n \"cm_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#-\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"-----\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"blocks_\",\n \"._\",\n \"bricks\",\n \"_\",\n \"._\",\n \"sequence\",\n \"\\\\u\",\n \"generators_\",\n \"import_\",\n \"Abstract\",\n \"Emitte\",\n \"r_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#-\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"-----\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#-\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"------\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"\\\\u\\\\u\",\n \"name\\\\u\\\\u_\",\n \"==_\",\n \"\\\"\\\\u\\\\u\",\n \"main\",\n \"\\\\u\\\\u\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"parser_\",\n \"=_\",\n \"Arg\",\n \"ument\",\n \"Parser_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"parser_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"argument_\",\n \"(_\",\n \"\\\"--\",\n \"name\",\n \"\\\"_\",\n \",_\",\n \"type_\",\n \"=_\",\n \"str_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"default_\",\n \"=_\",\n \"\\\"\",\n \"hand\",\n \"writ\",\n \"ing\",\n \"\\\"_\",\n \",_\",\n \"help_\",\n \"=_\",\n \"\\\"\",\n \"Name\",\n \" \",\n \"for\",\n \" \",\n \"this\",\n \" \",\n \"experiment\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"parser_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"argument_\",\n \"(_\",\n \"\\\"--\",\n \"epoch\",\n \"s\",\n \"\\\"_\",\n \",_\",\n \"type_\",\n \"=_\",\n \"int_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"default_\",\n \"=_\",\n \"500_\",\n \",_\",\n \"help_\",\n \"=_\",\n \"\\\"\",\n \"Number\",\n \" \",\n \"of\",\n \" \",\n \"train\",\n \"ing\",\n \" \",\n \"epoch\",\n \"s\",\n \" \",\n \"to\",\n \" \",\n \"do\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"parser_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"argument_\",\n \"(_\",\n \"\\\"--\",\n \"bs\",\n \"\\\"_\",\n \",_\",\n \"\\\"--\",\n \"batch\",\n \"-\",\n \"size\",\n \"\\\"_\",\n \",_\",\n \"type_\",\n \"=_\",\n \"int_\",\n \",_\",\n \"dest_\",\n \"=_\",\n \"\\\"\",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \"\\\"_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"default_\",\n \"=_\",\n \"56_\",\n \",_\",\n \"help_\",\n \"=_\",\n \"\\\"\",\n \"Size\",\n \" \",\n \"of\",\n \" \",\n \"each\",\n \" \",\n \"mini\",\n \"-\",\n \"batch\",\n \".\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"parser_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"argument_\",\n \"(_\",\n \"\\\"--\",\n \"lr\",\n \"\\\"_\",\n \",_\",\n \"\\\"--\",\n \"learn\",\n \"ing\",\n \"-\",\n \"rate\",\n \"\\\"_\",\n \",_\",\n \"type_\",\n \"=_\",\n \"float_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"dest_\",\n \"=_\",\n \"\\\"\",\n \"learn\",\n \"ing\",\n \"\\\\u\",\n \"rate\",\n \"\\\"_\",\n \",_\",\n \"default_\",\n \"=_\",\n \"1e-4_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"help_\",\n \"=_\",\n \"\\\"\",\n \"Learn\",\n \"ing\",\n \" \",\n \"rate\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"parser_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"argument_\",\n \"(_\",\n \"\\\"--\",\n \"dim\",\n \"\\\"_\",\n \",_\",\n \"type_\",\n \"=_\",\n \"int_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"default_\",\n \"=_\",\n \"700_\",\n \",_\",\n \"help_\",\n \"=_\",\n \"\\\"\",\n \"RN\",\n \"N\",\n \" \",\n \"state\",\n \" \",\n \"dimension\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"parser_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"argument_\",\n \"(_\",\n \"\\\"--\",\n \"mix\",\n \"-\",\n \"dim\",\n \"\\\"_\",\n \",_\",\n \"type_\",\n \"=_\",\n \"int_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"default_\",\n \"=_\",\n \"20_\",\n \",_\",\n \"help_\",\n \"=_\",\n \"\\\"\",\n \"Number\",\n \" \",\n \"of\",\n \" \",\n \"gauss\",\n \"ian\",\n \" \",\n \"mixture\",\n \"s\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"parser_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"argument_\",\n \"(_\",\n \"\\\"--\",\n \"model\",\n \"\\\"_\",\n \",_\",\n \"type_\",\n \"=_\",\n \"str_\",\n \",_\",\n \"dest_\",\n \"=_\",\n \"\\\"\",\n \"old\",\n \"\\\\u\",\n \"model\",\n \"\\\\u\",\n \"name\",\n \"\\\"_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"metavar_\",\n \"=_\",\n \"\\\"\",\n \"old\",\n \"-\",\n \"model\",\n \"/\",\n \"continue\",\n \"\\\"_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"help_\",\n \"=_\",\n \"\\\"\",\n \"Start\",\n \" \",\n \"from\",\n \" \",\n \"an\",\n \" \",\n \"old\",\n \" \",\n \"model\",\n \" \",\n \"created\",\n \" \",\n \"by\",\n \" \",\n \"a\",\n \" \",\n \"previ\",\n \"ous\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\"\",\n \" \",\n \"run\",\n \".\",\n \" \",\n \"Or\",\n \" \",\n \"use\",\n \" \",\n \"continue\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"parser_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"argument_\",\n \"(_\",\n \"\\\"--\",\n \"max\",\n \"-\",\n \"length\",\n \"\\\"_\",\n \",_\",\n \"type_\",\n \"=_\",\n \"int_\",\n \",_\",\n \"default_\",\n \"=_\",\n \"600_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"help_\",\n \"=_\",\n \"\\\"\",\n \"Maxim\",\n \"al\",\n \" \",\n \"number\",\n \" \",\n \"of\",\n \" \",\n \"step\",\n \"s\",\n \" \",\n \"in\",\n \" \",\n \"a\",\n \" \",\n \"single\",\n \" \",\n \"sequence\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"parser_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"argument_\",\n \"(_\",\n \"\\\"--\",\n \"bokeh\",\n \"\\\"_\",\n \",_\",\n \"action_\",\n \"=_\",\n \"'\",\n \"store\",\n \"\\\\u\",\n \"true\",\n \"'_\",\n \",_\",\n \"default_\",\n \"=_\",\n \"False_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"help_\",\n \"=_\",\n \"\\\"\",\n \"Set\",\n \" \",\n \"if\",\n \" \",\n \"you\",\n \" \",\n \"want\",\n \" \",\n \"to\",\n \" \",\n \"use\",\n \" \",\n \"Bo\",\n \"ke\",\n \"h\",\n \" \",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"parser_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"argument_\",\n \"(_\",\n \"\\\"--\",\n \"GRU\",\n \"\\\"_\",\n \",_\",\n \"action_\",\n \"=_\",\n \"'\",\n \"store\",\n \"\\\\u\",\n \"true\",\n \"'_\",\n \",_\",\n \"default_\",\n \"=_\",\n \"False_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"help_\",\n \"=_\",\n \"\\\"\",\n \"Us\",\n \"e\",\n \" \",\n \"Gat\",\n \"ed\",\n \"Recurren\",\n \"t\",\n \" \",\n \"network\",\n \" \",\n \"inst\",\n \"ead\",\n \" \",\n \"of\",\n \" \",\n \"LSTM\",\n \".\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"parser_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"argument_\",\n \"(_\",\n \"\\\"-\",\n \"d\",\n \"\\\"_\",\n \",_\",\n \"\\\"--\",\n \"drop\",\n \"out\",\n \"\\\"_\",\n \",_\",\n \"type_\",\n \"=_\",\n \"float_\",\n \",_\",\n \"default_\",\n \"=_\",\n \"0_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"help_\",\n \"=_\",\n \"\\\"\",\n \"Us\",\n \"e\",\n \" \",\n \"drop\",\n \"out\",\n \".\",\n \" \",\n \"Set\",\n \" \",\n \"to\",\n \" \",\n \"0\",\n \" \",\n \"for\",\n \" \",\n \"no\",\n \" \",\n \"drop\",\n \"out\",\n \".\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"parser_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"argument_\",\n \"(_\",\n \"\\\"--\",\n \"depth\",\n \"\\\"_\",\n \",_\",\n \"type_\",\n \"=_\",\n \"int_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"default_\",\n \"=_\",\n \"3_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"help_\",\n \"=_\",\n \"\\\"\",\n \"Number\",\n \" \",\n \"of\",\n \" \",\n \"recurrent\",\n \" \",\n \"layer\",\n \"s\",\n \" \",\n \"to\",\n \" \",\n \"be\",\n \" \",\n \"stacked\",\n \".\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"parser_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"argument_\",\n \"(_\",\n \"\\\"-\",\n \"G\",\n \"\\\"_\",\n \",_\",\n \"\\\"--\",\n \"max\",\n \"-\",\n \"grad\",\n \"\\\"_\",\n \",_\",\n \"type_\",\n \"=_\",\n \"float_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"default_\",\n \"=_\",\n \"10._\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"help_\",\n \"=_\",\n \"\\\"\",\n \"Maxim\",\n \"al\",\n \" \",\n \"gradi\",\n \"ent\",\n \" \",\n \"limit\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"parser_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"argument_\",\n \"(_\",\n \"\\\"--\",\n \"step\",\n \"-\",\n \"method\",\n \"\\\"_\",\n \",_\",\n \"type_\",\n \"=_\",\n \"str_\",\n \",_\",\n \"default_\",\n \"=_\",\n \"\\\"\",\n \"adam\",\n \"\\\"_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"choices_\",\n \"=_\",\n \"[_\",\n \"\\\"\",\n \"adam\",\n \"\\\"_\",\n \",_\",\n \"\\\"\",\n \"scale\",\n \"\\\"_\",\n \",_\",\n \"\\\"\",\n \"rms\",\n \"prop\",\n \"\\\"_\",\n \",_\",\n \"\\\"\",\n \"ada\",\n \"grad\",\n \"\\\"_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\"\",\n \"ada\",\n \"delta\",\n \"\\\"_\",\n \"]_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"help_\",\n \"=_\",\n \"\\\"\",\n \"What\",\n \" \",\n \"gradi\",\n \"ent\",\n \" \",\n \"step\",\n \" \",\n \"rule\",\n \" \",\n \"to\",\n \" \",\n \"use\",\n \".\",\n \" \",\n \"Default\",\n \" \",\n \"adam\",\n \".\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"parser_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"argument_\",\n \"(_\",\n \"\\\"--\",\n \"eps\",\n \"ilon\",\n \"\\\"_\",\n \",_\",\n \"type_\",\n \"=_\",\n \"float_\",\n \",_\",\n \"default_\",\n \"=_\",\n \"1e-5_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"help_\",\n \"=_\",\n \"\\\"\",\n \"Eps\",\n \"ilon\",\n \" \",\n \"value\",\n \" \",\n \"for\",\n \" \",\n \"mixture\",\n \" \",\n \"of\",\n \" \",\n \"gauss\",\n \"ian\",\n \"s\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"parser_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"argument_\",\n \"(_\",\n \"\\\"--\",\n \"sample\",\n \"\\\"_\",\n \",_\",\n \"action_\",\n \"=_\",\n \"'\",\n \"store\",\n \"\\\\u\",\n \"true\",\n \"'_\",\n \",_\",\n \"default_\",\n \"=_\",\n \"False_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"help_\",\n \"=_\",\n \"\\\"\",\n \"Ju\",\n \"st\",\n \" \",\n \"generat\",\n \"e\",\n \" \",\n \"a\",\n \" \",\n \"sample\",\n \" \",\n \"with\",\n \"out\",\n \" \",\n \"tran\",\n \"ing\",\n \".\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"parser_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"argument_\",\n \"(_\",\n \"\\\"--\",\n \"skip\",\n \"\\\"_\",\n \",_\",\n \"action_\",\n \"=_\",\n \"'\",\n \"store\",\n \"\\\\u\",\n \"true\",\n \"'_\",\n \",_\",\n \"default_\",\n \"=_\",\n \"False_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"help_\",\n \"=_\",\n \"\\\"\",\n \"To\",\n \" \",\n \"send\",\n \" \",\n \"the\",\n \" \",\n \"input\",\n \" \",\n \"to\",\n \" \",\n \"all\",\n \" \",\n \"layer\",\n \"s\",\n \" \",\n \"and\",\n \" \",\n \"not\",\n \" \",\n \"just\",\n \" \",\n \"the\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\"\",\n \" \",\n \"first\",\n \".\",\n \" \",\n \"Al\",\n \"so\",\n \" \",\n \"to\",\n \" \",\n \"use\",\n \" \",\n \"the\",\n \" \",\n \"state\",\n \"s\",\n \" \",\n \"of\",\n \" \",\n \"all\",\n \" \",\n \"layer\",\n \"s\",\n \" \",\n \"as\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\"\",\n \" \",\n \"output\",\n \" \",\n \"and\",\n \" \",\n \"not\",\n \" \",\n \"just\",\n \" \",\n \"the\",\n \" \",\n \"last\",\n \".\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"parser_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"argument_\",\n \"(_\",\n \"\\\"--\",\n \"top\",\n \"\\\"_\",\n \",_\",\n \"action_\",\n \"=_\",\n \"'\",\n \"store\",\n \"\\\\u\",\n \"true\",\n \"'_\",\n \",_\",\n \"default_\",\n \"=_\",\n \"False_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"help_\",\n \"=_\",\n \"\\\"\",\n \"Sam\",\n \"e\",\n \" \",\n \"as\",\n \" \",\n \"skip\",\n \" \",\n \"but\",\n \" \",\n \"use\",\n \" \",\n \"only\",\n \" \",\n \"the\",\n \" \",\n \"output\",\n \" \",\n \"of\",\n \" \",\n \"top\",\n \" \",\n \"layer\",\n \".\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"parser_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"argument_\",\n \"(_\",\n \"\\\"-\",\n \"u\",\n \"\\\"_\",\n \",_\",\n \"\\\"--\",\n \"uniform\",\n \"\\\"_\",\n \",_\",\n \"type_\",\n \"=_\",\n \"float_\",\n \",_\",\n \"default_\",\n \"=_\",\n \"0_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"help_\",\n \"=_\",\n \"\\\"\",\n \"Us\",\n \"e\",\n \" \",\n \"uniform\",\n \" \",\n \"weight\",\n \" \",\n \"initialization\",\n \".\",\n \" \",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\"\",\n \"Default\",\n \" \",\n \"use\",\n \" \",\n \"Or\",\n \"ht\",\n \"ogo\",\n \"nal\",\n \" \",\n \"/\",\n \" \",\n \"Glo\",\n \"rot\",\n \".\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"args_\",\n \"=_\",\n \"parser_\",\n \"._\",\n \"parse\",\n \"\\\\u\",\n \"args_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"main_\",\n \"(_\",\n \"**_\",\n \"vars_\",\n \"(_\",\n \"args_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"\\\\u\",\n \"is\",\n \"\\\\u\",\n \"nan_\",\n \"(_\",\n \"log_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"return_\",\n \"any_\",\n \"(_\",\n \"v_\",\n \"!=_\",\n \"v_\",\n \"for_\",\n \"v_\",\n \"in_\",\n \"log_\",\n \"._\",\n \"current\",\n \"\\\\u\",\n \"row_\",\n \"._\",\n \"itervalues_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"\\\\u\",\n \"transpose_\",\n \"(_\",\n \"data_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"return_\",\n \"tuple_\",\n \"(_\",\n \"np_\",\n \"._\",\n \"swap\",\n \"axes_\",\n \"(_\",\n \"array_\",\n \",_\",\n \"0_\",\n \",_\",\n \"1_\",\n \")_\",\n \"for_\",\n \"array_\",\n \"in_\",\n \"data_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"draw\",\n \"points_\",\n \"(_\",\n \"points_\",\n \",_\",\n \"xmin_\",\n \"=_\",\n \"None_\",\n \",_\",\n \"ymin_\",\n \"=_\",\n \"None_\",\n \",_\",\n \"xmax_\",\n \"=_\",\n \"None_\",\n \",_\",\n \"ymax_\",\n \"=_\",\n \"None_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"skips\",\n \"_\",\n \"=_\",\n \"np_\",\n \"._\",\n \"hstack_\",\n \"(_\",\n \"(_\",\n \"np_\",\n \"._\",\n \"array_\",\n \"(_\",\n \"[_\",\n \"0_\",\n \"]_\",\n \")_\",\n \",_\",\n \"points_\",\n \"[_\",\n \":_\",\n \",_\",\n \"2_\",\n \"]_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"xy\",\n \"s_\",\n \"=_\",\n \"np_\",\n \"._\",\n \"vstack_\",\n \"(_\",\n \"(_\",\n \"np_\",\n \"._\",\n \"zeros_\",\n \"(_\",\n \"(_\",\n \"1_\",\n \",_\",\n \"2_\",\n \")_\",\n \")_\",\n \",_\",\n \"np_\",\n \"._\",\n \"cumsum_\",\n \"(_\",\n \"points_\",\n \"[_\",\n \":_\",\n \",_\",\n \":_\",\n \"2_\",\n \"]_\",\n \",_\",\n \"axis_\",\n \"=_\",\n \"0_\",\n \")_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"xy\",\n \"s_\",\n \"[_\",\n \":_\",\n \",_\",\n \":_\",\n \"2_\",\n \"]_\",\n \"-=_\",\n \"xy\",\n \"s_\",\n \"[_\",\n \":_\",\n \",_\",\n \":_\",\n \"2_\",\n \"]_\",\n \"._\",\n \"mean_\",\n \"(_\",\n \"axis_\",\n \"=_\",\n \"0_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"xy\",\n \"s\",\n \" \",\n \"=\",\n \" \",\n \"points\",\n \"[:,\",\n \":\",\n \"2\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"xs_\",\n \"=_\",\n \"[_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"ys_\",\n \"=_\",\n \"[_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"x_\",\n \"=_\",\n \"[_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"y_\",\n \"=_\",\n \"[_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"for_\",\n \"xy_\",\n \",_\",\n \"s_\",\n \"in_\",\n \"zip_\",\n \"(_\",\n \"xy\",\n \"s_\",\n \",_\",\n \"skips\",\n \"_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"if_\",\n \"s_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"if_\",\n \"len_\",\n \"(_\",\n \"x_\",\n \")_\",\n \">_\",\n \"1_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"xs_\",\n \"._\",\n \"append_\",\n \"(_\",\n \"x_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"ys_\",\n \"._\",\n \"append_\",\n \"(_\",\n \"y_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"x_\",\n \"=_\",\n \"[_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"y_\",\n \"=_\",\n \"[_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"x_\",\n \"._\",\n \"append_\",\n \"(_\",\n \"xy_\",\n \"[_\",\n \"0_\",\n \"]_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"y_\",\n \"._\",\n \"append_\",\n \"(_\",\n \"xy_\",\n \"[_\",\n \"1_\",\n \"]_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"for_\",\n \"x_\",\n \",_\",\n \"y_\",\n \"in_\",\n \"zip_\",\n \"(_\",\n \"xs_\",\n \",_\",\n \"ys_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"pl_\",\n \"._\",\n \"plot_\",\n \"(_\",\n \"x_\",\n \",_\",\n \"y_\",\n \",_\",\n \"'\",\n \"k\",\n \"-'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"xmin_\",\n \"is_\",\n \"None_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"xmin_\",\n \",_\",\n \"ymin_\",\n \"=_\",\n \"xy\",\n \"s_\",\n \"._\",\n \"min_\",\n \"(_\",\n \"axis_\",\n \"=_\",\n \"0_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"xmax_\",\n \",_\",\n \"ymax_\",\n \"=_\",\n \"xy\",\n \"s_\",\n \"._\",\n \"max_\",\n \"(_\",\n \"axis_\",\n \"=_\",\n \"0_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"ax_\",\n \"=_\",\n \"pl_\",\n \"._\",\n \"gca_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"ax_\",\n \"._\",\n \"set\\\\u\",\n \"xlim_\",\n \"(_\",\n \"xmin_\",\n \",_\",\n \"xmax_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"ax_\",\n \"._\",\n \"set\\\\u\",\n \"ylim_\",\n \"(_\",\n \"ymin_\",\n \",_\",\n \"ymax_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"ax_\",\n \"._\",\n \"invert\",\n \"\\\\u\",\n \"yaxis_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"ax_\",\n \"._\",\n \"set\\\\u\",\n \"xticks_\",\n \"(_\",\n \"[_\",\n \"]_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"ax_\",\n \"._\",\n \"set\\\\u\",\n \"yticks_\",\n \"(_\",\n \"[_\",\n \"]_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"class_\",\n \"Sample_\",\n \"(_\",\n \"Simple\",\n \"Extension_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"\\\"\\\"\\\"\",\n \"Generate\",\n \" \",\n \"a\",\n \" \",\n \"sample\",\n \" \",\n \"sketch\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"Parameter\",\n \"s\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"----------\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"step\",\n \"s\",\n \" \",\n \":\",\n \" \",\n \"int\",\n \" \",\n \"Number\",\n \" \",\n \"of\",\n \" \",\n \"step\",\n \"s\",\n \" \",\n \"to\",\n \" \",\n \"samples\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"path\",\n \" \",\n \":\",\n \" \",\n \"prefix\",\n \" \",\n \"to\",\n \" \",\n \"all\",\n \" \",\n \"the\",\n \" \",\n \"files\",\n \" \",\n \"generat\",\n \"ed\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"\\\"\\\"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Sample_\",\n \"(_\",\n \"Simple\",\n \"Extension_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"\\\\u\\\\u\",\n \"init\\\\u\\\\u_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"generator_\",\n \",_\",\n \"N_\",\n \"=_\",\n \"8_\",\n \",_\",\n \"steps_\",\n \"=_\",\n \"1200_\",\n \",_\",\n \"path_\",\n \"=_\",\n \"'\",\n \"samples\",\n \"'_\",\n \",_\",\n \"**_\",\n \"kwargs_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"N_\",\n \"=_\",\n \"N_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"path_\",\n \"=_\",\n \"path_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"super_\",\n \"(_\",\n \"Sample_\",\n \",_\",\n \"self_\",\n \")_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"init\\\\u\\\\u_\",\n \"(_\",\n \"**_\",\n \"kwargs_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"batch\",\n \"\\\\u\",\n \"size_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"N_\",\n \"*_\",\n \"self_\",\n \"._\",\n \"N_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"sample_\",\n \"=_\",\n \"Computation\",\n \"Graph_\",\n \"(_\",\n \"generator_\",\n \"._\",\n \"generate_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"n\",\n \"\\\\u\",\n \"steps_\",\n \"=_\",\n \"steps_\",\n \",_\",\n \"batch\",\n \"\\\\u\",\n \"size_\",\n \"=_\",\n \"batch\",\n \"\\\\u\",\n \"size_\",\n \",_\",\n \"iterate_\",\n \"=_\",\n \"True_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \")_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"theano\",\n \"\\\\u\",\n \"function_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Sample_\",\n \"(_\",\n \"Simple\",\n \"Extension_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"do_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"callback\",\n \"\\\\u\",\n \"name_\",\n \",_\",\n \"*_\",\n \"args_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"batch\",\n \"\\\\u\",\n \"size_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"N_\",\n \"*_\",\n \"self_\",\n \"._\",\n \"N_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"epoch\",\n \"str_\",\n \"=_\",\n \"\\\"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"self_\",\n \"._\",\n \"main\",\n \"\\\\u\",\n \"loop_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"epoch\",\n \"str_\",\n \"=_\",\n \"\\\"-\",\n \"{:\",\n \"03\",\n \"d\",\n \"}\\\"_\",\n \"._\",\n \"format_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"main\",\n \"\\\\u\",\n \"loop_\",\n \"._\",\n \"log_\",\n \"._\",\n \"status_\",\n \"[_\",\n \"'\",\n \"epoch\",\n \"s\",\n \"\\\\u\",\n \"don\",\n \"e\",\n \"'_\",\n \"]_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"res_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"sample_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"outputs_\",\n \"=_\",\n \"res_\",\n \"[_\",\n \"-_\",\n \"2_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"mins_\",\n \"=_\",\n \"[_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"maxs\",\n \"_\",\n \"=_\",\n \"[_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"for_\",\n \"i_\",\n \"in_\",\n \"range_\",\n \"(_\",\n \"batch\",\n \"\\\\u\",\n \"size_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"points_\",\n \"=_\",\n \"outputs_\",\n \"[_\",\n \":_\",\n \",_\",\n \"i_\",\n \",_\",\n \":_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"xy\",\n \"s_\",\n \"=_\",\n \"np_\",\n \"._\",\n \"vstack_\",\n \"(_\",\n \"(_\",\n \"np_\",\n \"._\",\n \"zeros_\",\n \"(_\",\n \"(_\",\n \"1_\",\n \",_\",\n \"2_\",\n \")_\",\n \")_\",\n \",_\",\n \"np_\",\n \"._\",\n \"cumsum_\",\n \"(_\",\n \"points_\",\n \"[_\",\n \":_\",\n \",_\",\n \":_\",\n \"2_\",\n \"]_\",\n \",_\",\n \"axis_\",\n \"=_\",\n \"0_\",\n \")_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"xy\",\n \"s_\",\n \"[_\",\n \":_\",\n \",_\",\n \":_\",\n \"2_\",\n \"]_\",\n \"-=_\",\n \"xy\",\n \"s_\",\n \"[_\",\n \":_\",\n \",_\",\n \":_\",\n \"2_\",\n \"]_\",\n \"._\",\n \"mean_\",\n \"(_\",\n \"axis_\",\n \"=_\",\n \"0_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mins_\",\n \"._\",\n \"append_\",\n \"(_\",\n \"xy\",\n \"s_\",\n \"._\",\n \"min_\",\n \"(_\",\n \"axis_\",\n \"=_\",\n \"0_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"maxs\",\n \"_\",\n \"._\",\n \"append_\",\n \"(_\",\n \"xy\",\n \"s_\",\n \"._\",\n \"max_\",\n \"(_\",\n \"axis_\",\n \"=_\",\n \"0_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"xmin_\",\n \",_\",\n \"ymin_\",\n \"=_\",\n \"np_\",\n \"._\",\n \"array_\",\n \"(_\",\n \"mins_\",\n \")_\",\n \"._\",\n \"min_\",\n \"(_\",\n \"axis_\",\n \"=_\",\n \"0_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"xmax_\",\n \",_\",\n \"ymax_\",\n \"=_\",\n \"np_\",\n \"._\",\n \"array_\",\n \"(_\",\n \"maxs\",\n \"_\",\n \")_\",\n \"._\",\n \"max_\",\n \"(_\",\n \"axis_\",\n \"=_\",\n \"0_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"find\",\n \" \",\n \"a\",\n \" \",\n \"new\",\n \" \",\n \"grid\",\n \" \",\n \"of\",\n \" \",\n \"subplot\",\n \" \",\n \"whi\",\n \"ch\",\n \" \",\n \"best\",\n \" \",\n \"match\",\n \" \",\n \"the\",\n \" \",\n \"y\",\n \"/\",\n \"x\",\n \" \",\n \"ratio_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"r_\",\n \"=_\",\n \"(_\",\n \"ymax_\",\n \"-_\",\n \"ymin_\",\n \")_\",\n \"/_\",\n \"(_\",\n \"xmax_\",\n \"-_\",\n \"xmin_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"reverse_\",\n \"=_\",\n \"r_\",\n \">_\",\n \"1._\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"reverse_\",\n \":_\",\n \"r_\",\n \"=_\",\n \"1._\",\n \"/_\",\n \"r_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"best\",\n \"approx_\",\n \"=_\",\n \"10_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"for_\",\n \"f_\",\n \"in_\",\n \"range_\",\n \"(_\",\n \"1_\",\n \",_\",\n \"self_\",\n \"._\",\n \"N_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"if_\",\n \"self_\",\n \"._\",\n \"N_\",\n \"%_\",\n \"f_\",\n \"!=_\",\n \"0_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"continue_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"rapp\",\n \"ro\",\n \"x_\",\n \"=_\",\n \"1._\",\n \"/_\",\n \"float_\",\n \"(_\",\n \"f_\",\n \"*_\",\n \"f_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"abs_\",\n \"(_\",\n \"r_\",\n \"-_\",\n \"rapp\",\n \"ro\",\n \"x_\",\n \")_\",\n \"<_\",\n \"abs_\",\n \"(_\",\n \"r_\",\n \"-_\",\n \"best\",\n \"approx_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"best\",\n \"approx_\",\n \"=_\",\n \"rapp\",\n \"ro\",\n \"x_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"best\",\n \"f_\",\n \"=_\",\n \"f_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"reverse_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"h_\",\n \",_\",\n \"w_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"N_\",\n \"//_\",\n \"best\",\n \"f_\",\n \",_\",\n \"self_\",\n \"._\",\n \"N_\",\n \"*_\",\n \"best\",\n \"f_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"r_\",\n \"=_\",\n \"1._\",\n \"/_\",\n \"r_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"best\",\n \"approx_\",\n \"=_\",\n \"1._\",\n \"/_\",\n \"best\",\n \"approx_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"h_\",\n \",_\",\n \"w_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"N_\",\n \"*_\",\n \"best\",\n \"f_\",\n \",_\",\n \"self_\",\n \"._\",\n \"N_\",\n \"//_\",\n \"best\",\n \"f_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"best\",\n \"approx_\",\n \">_\",\n \"r_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"new\",\n \"yde\",\n \"lta\",\n \"_\",\n \"=_\",\n \"(_\",\n \"ymax_\",\n \"-_\",\n \"ymin_\",\n \")_\",\n \"*_\",\n \"best\",\n \"approx_\",\n \"/_\",\n \"r_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"ymax_\",\n \"+=_\",\n \"new\",\n \"yde\",\n \"lta\",\n \"_\",\n \"/_\",\n \"2._\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"ymin_\",\n \"-=_\",\n \"new\",\n \"yde\",\n \"lta\",\n \"_\",\n \"/_\",\n \"2._\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"new\",\n \"xde\",\n \"lta\",\n \"_\",\n \"=_\",\n \"(_\",\n \"xmax_\",\n \"-_\",\n \"xmin_\",\n \")_\",\n \"*_\",\n \"r_\",\n \"/_\",\n \"best\",\n \"approx_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"xmax_\",\n \"+=_\",\n \"new\",\n \"xde\",\n \"lta\",\n \"_\",\n \"/_\",\n \"2._\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"xmin_\",\n \"-=_\",\n \"new\",\n \"xde\",\n \"lta\",\n \"_\",\n \"/_\",\n \"2._\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"pl_\",\n \"._\",\n \"close_\",\n \"(_\",\n \"'\",\n \"all\",\n \"'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"fig_\",\n \"=_\",\n \"pl_\",\n \"._\",\n \"figure_\",\n \"(_\",\n \"'\",\n \"Sampl\",\n \"e\",\n \" \",\n \"sketch\",\n \"es\",\n \"'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"fig_\",\n \"._\",\n \"set\\\\u\",\n \"size\",\n \"\\\\u\",\n \"inches_\",\n \"(_\",\n \"25_\",\n \",_\",\n \"25_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"for_\",\n \"i_\",\n \"in_\",\n \"range_\",\n \"(_\",\n \"batch\",\n \"\\\\u\",\n \"size_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"pl_\",\n \"._\",\n \"subplot_\",\n \"(_\",\n \"h_\",\n \",_\",\n \"w_\",\n \",_\",\n \"i_\",\n \"+_\",\n \"1_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"draw\",\n \"points_\",\n \"(_\",\n \"outputs_\",\n \"[_\",\n \":_\",\n \",_\",\n \"i_\",\n \",_\",\n \":_\",\n \"]_\",\n \",_\",\n \"xmin_\",\n \",_\",\n \"ymin_\",\n \",_\",\n \"xmax_\",\n \",_\",\n \"ymax_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"fname_\",\n \"=_\",\n \"os_\",\n \"._\",\n \"path_\",\n \"._\",\n \"join_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"path_\",\n \",_\",\n \"'\",\n \"sketch\",\n \"{}.\",\n \"png\",\n \"'_\",\n \"._\",\n \"format_\",\n \"(_\",\n \"epoch\",\n \"str_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"print_\",\n \"(_\",\n \"'\",\n \"Writ\",\n \"ting\",\n \" \",\n \"to\",\n \" \",\n \"%\",\n \"s\",\n \"'_\",\n \"%_\",\n \"fname_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"pl_\",\n \"._\",\n \"subplot\",\n \"s\",\n \"\\\\u\",\n \"adjust_\",\n \"(_\",\n \"left_\",\n \"=_\",\n \"0.005_\",\n \",_\",\n \"right_\",\n \"=_\",\n \"0.99\",\n \"5_\",\n \",_\",\n \"bottom_\",\n \"=_\",\n \"0.005_\",\n \",_\",\n \"top_\",\n \"=_\",\n \"0.99\",\n \"5_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"wsp\",\n \"ace_\",\n \"=_\",\n \"0.01_\",\n \",_\",\n \"hspace\",\n \"_\",\n \"=_\",\n \"0.01_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"pl_\",\n \"._\",\n \"savefig_\",\n \"(_\",\n \"fname_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"fig_\",\n \"=_\",\n \"pl_\",\n \"._\",\n \"figure_\",\n \"(_\",\n \"'\",\n \"Pen\",\n \" \",\n \"down\",\n \"'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"fig_\",\n \"._\",\n \"set\\\\u\",\n \"size\",\n \"\\\\u\",\n \"inches_\",\n \"(_\",\n \"17.\",\n \"5_\",\n \",_\",\n \"17.\",\n \"5_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"img_\",\n \"=_\",\n \"1_\",\n \"-_\",\n \"outputs_\",\n \"[_\",\n \":_\",\n \",_\",\n \":_\",\n \",_\",\n \"2_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"pl_\",\n \"._\",\n \"imshow_\",\n \"(_\",\n \"img_\",\n \",_\",\n \"cmap_\",\n \"=_\",\n \"cm_\",\n \"._\",\n \"gray_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"pl_\",\n \"._\",\n \"gca_\",\n \"(_\",\n \")_\",\n \"._\",\n \"set\\\\u\",\n \"xticks_\",\n \"(_\",\n \"[_\",\n \"]_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"pl_\",\n \"._\",\n \"gca_\",\n \"(_\",\n \")_\",\n \"._\",\n \"set\\\\u\",\n \"yticks_\",\n \"(_\",\n \"[_\",\n \"]_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"pl_\",\n \"._\",\n \"xlabel_\",\n \"(_\",\n \"'\",\n \"iterati\",\n \"on\",\n \"'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"pl_\",\n \"._\",\n \"ylabel_\",\n \"(_\",\n \"'\",\n \"sample\",\n \"'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"pl_\",\n \"._\",\n \"title_\",\n \"(_\",\n \"'\",\n \"Pen\",\n \" \",\n \"down\",\n \" \",\n \"for\",\n \" \",\n \"different\",\n \" \",\n \"samples\",\n \" \",\n \"vs\",\n \".\",\n \" \",\n \"iterati\",\n \"on\",\n \" \",\n \"step\",\n \"'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"not_\",\n \"os_\",\n \"._\",\n \"path_\",\n \"._\",\n \"exists_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"path_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"os_\",\n \"._\",\n \"mkdir_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"path_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"fname_\",\n \"=_\",\n \"os_\",\n \"._\",\n \"path_\",\n \"._\",\n \"join_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"path_\",\n \",_\",\n \"'\",\n \"pen\",\n \"{}.\",\n \"png\",\n \"'_\",\n \"._\",\n \"format_\",\n \"(_\",\n \"epoch\",\n \"str_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"print_\",\n \"(_\",\n \"'\",\n \"Writ\",\n \"ting\",\n \" \",\n \"to\",\n \" \",\n \"%\",\n \"s\",\n \"'_\",\n \"%_\",\n \"fname_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"pl_\",\n \"._\",\n \"savefig_\",\n \"(_\",\n \"fname_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"class_\",\n \"Sketch\",\n \"Emitte\",\n \"r_\",\n \"(_\",\n \"Abstract\",\n \"Emitte\",\n \"r_\",\n \",_\",\n \"Initializ\",\n \"able_\",\n \",_\",\n \"Random_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"\\\"\\\"\\\"\",\n \"A\",\n \" \",\n \"mixture\",\n \" \",\n \"of\",\n \" \",\n \"gauss\",\n \"ian\",\n \"s\",\n \" \",\n \"emitte\",\n \"r\",\n \" \",\n \"for\",\n \" \",\n \"x\",\n \",\",\n \"y\",\n \" \",\n \"and\",\n \" \",\n \"logistic\",\n \" \",\n \"for\",\n \" \",\n \"pen\",\n \"-\",\n \"up\",\n \"/\",\n \"down\",\n \".\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"Parameter\",\n \"s\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"----------\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"mix\",\n \"\\\\u\",\n \"dim\",\n \" \",\n \":\",\n \" \",\n \"int\",\n \" \",\n \"the\",\n \" \",\n \"number\",\n \" \",\n \"of\",\n \" \",\n \"gauss\",\n \"ian\",\n \"s\",\n \" \",\n \"to\",\n \" \",\n \"mix\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"\\\"\\\"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Sketch\",\n \"Emitte\",\n \"r_\",\n \"(_\",\n \"Abstract\",\n \"Emitte\",\n \"r_\",\n \",_\",\n \"Initializ\",\n \"able_\",\n \",_\",\n \"Random_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"\\\\u\\\\u\",\n \"init\\\\u\\\\u_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"mix\",\n \"\\\\u\",\n \"dim_\",\n \"=_\",\n \"20_\",\n \",_\",\n \"epsilon_\",\n \"=_\",\n \"1e-5_\",\n \",_\",\n \"**_\",\n \"kwargs_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"mix\",\n \"\\\\u\",\n \"dim_\",\n \"=_\",\n \"mix\",\n \"\\\\u\",\n \"dim_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"epsilon_\",\n \"=_\",\n \"epsilon_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"super_\",\n \"(_\",\n \"Sketch\",\n \"Emitte\",\n \"r_\",\n \",_\",\n \"self_\",\n \")_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"init\\\\u\\\\u_\",\n \"(_\",\n \"**_\",\n \"kwargs_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Sketch\",\n \"Emitte\",\n \"r_\",\n \"(_\",\n \"Abstract\",\n \"Emitte\",\n \"r_\",\n \",_\",\n \"Initializ\",\n \"able_\",\n \",_\",\n \"Random_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"components_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"readout\",\n \"s_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"\\\"\\\"\\\"\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"Tak\",\n \"e\",\n \" \",\n \"component\",\n \"s\",\n \" \",\n \"from\",\n \" \",\n \"readout\",\n \".\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"If\",\n \" \",\n \"we\",\n \" \",\n \"have\",\n \" \",\n \"step\",\n \"s\",\n \" \",\n \"flat\",\n \"ten\",\n \" \",\n \"step\",\n \"s\",\n \",\",\n \"bac\",\n \"th\",\n \"\\\\u\",\n \"size\",\n \" \",\n \"to\",\n \" \",\n \"step\",\n \"s\",\n \"*\",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \":\",\n \"param\",\n \" \",\n \"readout\",\n \"s\",\n \":\",\n \" \",\n \"[\",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \",\",\n \"get\",\n \"\\\\u\",\n \"dim\",\n \"('\",\n \"inputs\",\n \"')]\",\n \" \",\n \"or\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \" \",\n \"[\",\n \"step\",\n \"s\",\n \",\",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \",\",\n \"get\",\n \"\\\\u\",\n \"dim\",\n \"('\",\n \"inputs\",\n \"')]\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \":\",\n \"return\",\n \":\",\n \" \",\n \"mean\",\n \"=[\",\n \"step\",\n \"s\",\n \"*\",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \",\",\n \"mix\",\n \"\\\\u\",\n \"dim\",\n \",\",\n \"2\",\n \"],\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \" \",\n \"sigma\",\n \"=[\",\n \"step\",\n \"s\",\n \"*\",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \",\",\n \"mix\",\n \"\\\\u\",\n \"dim\",\n \",\",\n \"2\",\n \"],\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \" \",\n \"corr\",\n \"=[\",\n \"step\",\n \"s\",\n \"*\",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \",\",\n \"mix\",\n \"\\\\u\",\n \"dim\",\n \"],\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \" \",\n \"weight\",\n \"=[\",\n \"step\",\n \"s\",\n \"*\",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \",\",\n \"mix\",\n \"\\\\u\",\n \"dim\",\n \"],\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \" \",\n \"pen\",\n \"up\",\n \"=[\",\n \"step\",\n \"s\",\n \"*\",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \",\",\n \"1\",\n \"]\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"\\\"\\\"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mix\",\n \"\\\\u\",\n \"dim_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"mix\",\n \"\\\\u\",\n \"dim_\",\n \"#\",\n \" \",\n \"get\",\n \"\\\\u\",\n \"dim\",\n \"('\",\n \"mix\",\n \"')\",\n \"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"output\",\n \"\\\\u\",\n \"norm_\",\n \"=_\",\n \"2_\",\n \"*_\",\n \"mix\",\n \"\\\\u\",\n \"dim_\",\n \"#\",\n \" \",\n \"x\",\n \",\",\n \"y_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"readout\",\n \"s_\",\n \"=_\",\n \"readout\",\n \"s_\",\n \"._\",\n \"reshape_\",\n \"(_\",\n \"(_\",\n \"-_\",\n \"1_\",\n \",_\",\n \"self_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"dim_\",\n \"(_\",\n \"'\",\n \"inputs\",\n \"'_\",\n \")_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"mean_\",\n \"=_\",\n \"readout\",\n \"s_\",\n \"[_\",\n \":_\",\n \",_\",\n \"0_\",\n \":_\",\n \"output\",\n \"\\\\u\",\n \"norm_\",\n \"]_\",\n \"._\",\n \"reshape_\",\n \"(_\",\n \"(_\",\n \"-_\",\n \"1_\",\n \",_\",\n \"mix\",\n \"\\\\u\",\n \"dim_\",\n \",_\",\n \"2_\",\n \")_\",\n \")_\",\n \"#\",\n \" \",\n \"20_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"sigma_\",\n \"=_\",\n \"T_\",\n \"._\",\n \"exp_\",\n \"(_\",\n \"readout\",\n \"s_\",\n \"[_\",\n \":_\",\n \",_\",\n \"output\",\n \"\\\\u\",\n \"norm_\",\n \":_\",\n \"2_\",\n \"*_\",\n \"output\",\n \"\\\\u\",\n \"norm_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"._\",\n \"reshape_\",\n \"(_\",\n \"(_\",\n \"-_\",\n \"1_\",\n \",_\",\n \"mix\",\n \"\\\\u\",\n \"dim_\",\n \",_\",\n \"2_\",\n \")_\",\n \")_\",\n \")_\",\n \"#\",\n \" \",\n \"21_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"[\",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \",\",\n \"mix\",\n \"\\\\u\",\n \"dim\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"corr_\",\n \"=_\",\n \"T_\",\n \"._\",\n \"tanh_\",\n \"(_\",\n \"readout\",\n \"s_\",\n \"[_\",\n \":_\",\n \",_\",\n \"2_\",\n \"*_\",\n \"output\",\n \"\\\\u\",\n \"norm_\",\n \":_\",\n \"2_\",\n \"*_\",\n \"output\",\n \"\\\\u\",\n \"norm_\",\n \"+_\",\n \"mix\",\n \"\\\\u\",\n \"dim_\",\n \"]_\",\n \")_\",\n \"#\",\n \" \",\n \"22_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"[\",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \",\",\n \"mix\",\n \"\\\\u\",\n \"dim\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"weight_\",\n \"=_\",\n \"T_\",\n \"._\",\n \"nnet\",\n \"_\",\n \"._\",\n \"softmax_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"readout\",\n \"s_\",\n \"[_\",\n \":_\",\n \",_\",\n \"2_\",\n \"*_\",\n \"output\",\n \"\\\\u\",\n \"norm_\",\n \"+_\",\n \"mix\",\n \"\\\\u\",\n \"dim_\",\n \":_\",\n \"2_\",\n \"*_\",\n \"output\",\n \"\\\\u\",\n \"norm_\",\n \"+_\",\n \"2_\",\n \"*_\",\n \"mix\",\n \"\\\\u\",\n \"dim_\",\n \"]_\",\n \")_\",\n \"#\",\n \" \",\n \"19_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"[\",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \",\",\n \"1\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"pen\",\n \"up_\",\n \"=_\",\n \"T_\",\n \"._\",\n \"nnet\",\n \"_\",\n \"._\",\n \"sigmoid_\",\n \"(_\",\n \"readout\",\n \"s_\",\n \"[_\",\n \":_\",\n \",_\",\n \"2_\",\n \"*_\",\n \"output\",\n \"\\\\u\",\n \"norm_\",\n \"+_\",\n \"2_\",\n \"*_\",\n \"mix\",\n \"\\\\u\",\n \"dim_\",\n \":_\",\n \"]_\",\n \")_\",\n \"#\",\n \" \",\n \"18_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"mean_\",\n \",_\",\n \"sigma_\",\n \",_\",\n \"corr_\",\n \",_\",\n \"weight_\",\n \",_\",\n \"pen\",\n \"up_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Sketch\",\n \"Emitte\",\n \"r_\",\n \"(_\",\n \"Abstract\",\n \"Emitte\",\n \"r_\",\n \",_\",\n \"Initializ\",\n \"able_\",\n \",_\",\n \"Random_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"@_\",\n \"application_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"emit_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"readout\",\n \"s_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"\\\"\\\"\\\"\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"Sing\",\n \"le\",\n \" \",\n \"step\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \":\",\n \"param\",\n \" \",\n \"readout\",\n \"s\",\n \":\",\n \" \",\n \"output\",\n \" \",\n \"of\",\n \" \",\n \"hidden\",\n \" \",\n \"layer\",\n \" \",\n \"[\",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \",\",\n \"get\",\n \"\\\\u\",\n \"dim\",\n \"('\",\n \"inputs\",\n \"')]\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"\\\"\\\"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mean_\",\n \",_\",\n \"sigma_\",\n \",_\",\n \"corr_\",\n \",_\",\n \"weight_\",\n \",_\",\n \"pen\",\n \"up_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"components_\",\n \"(_\",\n \"readout\",\n \"s_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mix\",\n \"\\\\u\",\n \"dim_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"mix\",\n \"\\\\u\",\n \"dim_\",\n \"#\",\n \" \",\n \"get\",\n \"\\\\u\",\n \"dim\",\n \"('\",\n \"mix\",\n \"')\",\n \"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"batch\",\n \"\\\\u\",\n \"size_\",\n \"=_\",\n \"readout\",\n \"s_\",\n \"._\",\n \"shape_\",\n \"[_\",\n \"0_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"nr_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"theano\",\n \"\\\\u\",\n \"rng_\",\n \"._\",\n \"normal_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"size_\",\n \"=_\",\n \"(_\",\n \"batch\",\n \"\\\\u\",\n \"size_\",\n \",_\",\n \"mix\",\n \"\\\\u\",\n \"dim_\",\n \",_\",\n \"2_\",\n \")_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"avg_\",\n \"=_\",\n \"0._\",\n \",_\",\n \"std_\",\n \"=_\",\n \"1._\",\n \")_\",\n \"#\",\n \",\",\n \" \",\n \"dt\",\n \"ype\",\n \"=\",\n \"float\",\n \"X\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"c_\",\n \"=_\",\n \"(_\",\n \"1_\",\n \"-_\",\n \"T_\",\n \"._\",\n \"sqrt_\",\n \"(_\",\n \"1_\",\n \"-_\",\n \"corr_\",\n \"**_\",\n \"2_\",\n \")_\",\n \")_\",\n \"/_\",\n \"(_\",\n \"corr_\",\n \"+_\",\n \"self_\",\n \"._\",\n \"epsilon_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"c_\",\n \"=_\",\n \"c_\",\n \"._\",\n \"dims\",\n \"huff\",\n \"le_\",\n \"(_\",\n \"(_\",\n \"0_\",\n \",_\",\n \"1_\",\n \",_\",\n \"'\",\n \"x\",\n \"'_\",\n \")_\",\n \")_\",\n \"#\",\n \" \",\n \"same\",\n \" \",\n \"for\",\n \" \",\n \"x\",\n \" \",\n \"and\",\n \" \",\n \"y_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"nr_\",\n \"=_\",\n \"nr_\",\n \"+_\",\n \"nr_\",\n \"[_\",\n \":_\",\n \",_\",\n \":_\",\n \",_\",\n \":_\",\n \":_\",\n \"-_\",\n \"1_\",\n \"]_\",\n \"*_\",\n \"c_\",\n \"#\",\n \" \",\n \"x\",\n \"+\",\n \"c\",\n \"*\",\n \"y\",\n \" \",\n \"and\",\n \" \",\n \"y\",\n \" \",\n \"+\",\n \" \",\n \"c\",\n \"*\",\n \"x_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"nr_\",\n \"=_\",\n \"nr_\",\n \"/_\",\n \"T_\",\n \"._\",\n \"sqrt_\",\n \"(_\",\n \"1_\",\n \"+_\",\n \"c_\",\n \"**_\",\n \"2_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"nr_\",\n \"=_\",\n \"nr_\",\n \"*_\",\n \"sigma_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"nr_\",\n \"=_\",\n \"nr_\",\n \"+_\",\n \"mean_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"If\",\n \" \",\n \"I\",\n \" \",\n \"don\",\n \"t\",\n \" \",\n \"do\",\n \" \",\n \"dt\",\n \"ype\",\n \"=\",\n \"float\",\n \"X\",\n \" \",\n \"in\",\n \" \",\n \"the\",\n \" \",\n \"next\",\n \" \",\n \"line\",\n \" \",\n \"I\",\n \" \",\n \"get\",\n \" \",\n \"an\",\n \" \",\n \"error_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"weight_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"theano\",\n \"\\\\u\",\n \"rng_\",\n \"._\",\n \"multin\",\n \"omial\",\n \"_\",\n \"(_\",\n \"pval\",\n \"s_\",\n \"=_\",\n \"weight_\",\n \",_\",\n \"dtype_\",\n \"=_\",\n \"float\",\n \"X_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"an\",\n \" \",\n \"alternative\",\n \" \",\n \"is\",\n \" \",\n \"the\",\n \" \",\n \"follow\",\n \"ing\",\n \" \",\n \"code\",\n \":_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"right\",\n \"\\\\u\",\n \"bound\",\n \"ry\",\n \" \",\n \"=\",\n \" \",\n \"T\",\n \".\",\n \"cum\",\n \"sum\",\n \"(\",\n \"weight\",\n \",\",\n \"axis\",\n \"=\",\n \"1\",\n \")\",\n \" \",\n \" \",\n \"#\",\n \" \",\n \"[...\",\n \",\",\n \"1\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"left\",\n \"\\\\u\",\n \"bound\",\n \"ry\",\n \" \",\n \"=\",\n \" \",\n \"right\",\n \"\\\\u\",\n \"bound\",\n \"ry\",\n \" \",\n \"-\",\n \" \",\n \"weight\",\n \" \",\n \" \",\n \"#\",\n \" \",\n \"[\",\n \"0\",\n \",...\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"un\",\n \"0\",\n \" \",\n \"=\",\n \" \",\n \"self\",\n \".\",\n \"theano\",\n \"\\\\u\",\n \"rng\",\n \".\",\n \"uniform\",\n \"(\",\n \"size\",\n \"=(\",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \",)\",\n \").\",\n \"dims\",\n \"huff\",\n \"le\",\n \"((\",\n \"0\",\n \",\",\n \" \",\n \"'\",\n \"x\",\n \"'))\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"weight\",\n \" \",\n \"=\",\n \" \",\n \"T\",\n \".\",\n \"cast\",\n \"(\",\n \"left\",\n \"\\\\u\",\n \"bound\",\n \"ry\",\n \" \",\n \"<=\",\n \" \",\n \"un\",\n \"0\",\n \",\",\n \" \",\n \"float\",\n \"X\",\n \")\",\n \" \",\n \"*\",\n \" \",\n \"\\\\\\\\_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \"T\",\n \".\",\n \"cast\",\n \"(\",\n \"un\",\n \"0\",\n \" \",\n \"<\",\n \" \",\n \"right\",\n \"\\\\u\",\n \"bound\",\n \"ry\",\n \",\",\n \" \",\n \"float\",\n \"X\",\n \")\",\n \" \",\n \" \",\n \"#\",\n \" \",\n \"1\",\n \" \",\n \"only\",\n \" \",\n \"in\",\n \" \",\n \"one\",\n \" \",\n \"bin_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"xy_\",\n \"=_\",\n \"nr_\",\n \"*_\",\n \"weight_\",\n \"[_\",\n \":_\",\n \",_\",\n \":_\",\n \",_\",\n \"None_\",\n \"]_\",\n \"#\",\n \" \",\n \"[\",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \",\",\n \"mix\",\n \"\\\\u\",\n \"dim\",\n \",\",\n \"2\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"xy_\",\n \"=_\",\n \"xy_\",\n \"._\",\n \"sum_\",\n \"(_\",\n \"axis_\",\n \"=_\",\n \"1_\",\n \")_\",\n \"#\",\n \" \",\n \"[\",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \",\",\n \"2\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"un_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"theano\",\n \"\\\\u\",\n \"rng_\",\n \"._\",\n \"uniform_\",\n \"(_\",\n \"size_\",\n \"=_\",\n \"(_\",\n \"batch\",\n \"\\\\u\",\n \"size_\",\n \",_\",\n \"1_\",\n \")_\",\n \")_\",\n \"#\",\n \",\",\n \" \",\n \"dt\",\n \"ype\",\n \"=\",\n \"float\",\n \"X\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"pen\",\n \"up_\",\n \"=_\",\n \"T_\",\n \"._\",\n \"cast_\",\n \"(_\",\n \"un_\",\n \"<_\",\n \"pen\",\n \"up_\",\n \",_\",\n \"float\",\n \"X_\",\n \")_\",\n \"#\",\n \" \",\n \".\",\n \"ast\",\n \"ype\",\n \"(\",\n \"float\",\n \"X\",\n \")\",\n \" \",\n \" \",\n \"#\",\n \" \",\n \"[\",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \",\",\n \"1\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"res_\",\n \"=_\",\n \"T_\",\n \"._\",\n \"concatenate_\",\n \"(_\",\n \"[_\",\n \"xy_\",\n \",_\",\n \"pen\",\n \"up_\",\n \"]_\",\n \",_\",\n \"axis_\",\n \"=_\",\n \"1_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"res_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Sketch\",\n \"Emitte\",\n \"r_\",\n \"(_\",\n \"Abstract\",\n \"Emitte\",\n \"r_\",\n \",_\",\n \"Initializ\",\n \"able_\",\n \",_\",\n \"Random_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"cost_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"readout\",\n \"s_\",\n \",_\",\n \"outputs_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"\\\"\\\"\\\"\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"All\",\n \" \",\n \"step\",\n \"s\",\n \" \",\n \"or\",\n \" \",\n \"single\",\n \" \",\n \"step\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \":\",\n \"param\",\n \" \",\n \"readout\",\n \"s\",\n \":\",\n \" \",\n \"output\",\n \" \",\n \"of\",\n \" \",\n \"hidden\",\n \" \",\n \"layer\",\n \" \",\n \"[\",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \",\",\n \"input\",\n \"\\\\u\",\n \"dim\",\n \"]\",\n \" \",\n \"or\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \" \",\n \"[\",\n \"step\",\n \"s\",\n \",\",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \",\",\n \"input\",\n \"\\\\u\",\n \"dim\",\n \"]\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \":\",\n \"param\",\n \" \",\n \"output\",\n \"s\",\n \":\",\n \" \",\n \"sketch\",\n \" \",\n \"cord\",\n \"inat\",\n \"es\",\n \" \",\n \"of\",\n \" \",\n \"next\",\n \" \",\n \"time\",\n \" \",\n \"period\",\n \" \",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \",\",\n \"3\",\n \"]\",\n \" \",\n \"or\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \" \",\n \"[\",\n \"step\",\n \"s\",\n \",\",\n \" \",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \",\",\n \"3\",\n \"]\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \":\",\n \"return\",\n \":\",\n \" \",\n \"NL\",\n \"L\",\n \" \",\n \"[\",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \"]\",\n \" \",\n \"or\",\n \" \",\n \"[\",\n \"step\",\n \"s\",\n \",\",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \"]\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"\\\"\\\"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"nl\",\n \"l\\\\u\",\n \"ndim_\",\n \"=_\",\n \"readout\",\n \"s_\",\n \"._\",\n \"ndim_\",\n \"-_\",\n \"1_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"nl\",\n \"l\\\\u\",\n \"shape_\",\n \"=_\",\n \"readout\",\n \"s_\",\n \"._\",\n \"shape_\",\n \"[_\",\n \":_\",\n \"-_\",\n \"1_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"if\",\n \" \",\n \"we\",\n \" \",\n \"have\",\n \" \",\n \"step\",\n \"s\",\n \" \",\n \"flat\",\n \"ten\",\n \" \",\n \"step\",\n \"s\",\n \",\",\n \"bac\",\n \"th\",\n \"\\\\u\",\n \"size\",\n \" \",\n \"to\",\n \" \",\n \"step\",\n \"s\",\n \"*\",\n \"batch\",\n \"\\\\u\",\n \"size_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"outputs_\",\n \"=_\",\n \"outputs_\",\n \"._\",\n \"reshape_\",\n \"(_\",\n \"(_\",\n \"-_\",\n \"1_\",\n \",_\",\n \"3_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mean_\",\n \",_\",\n \"sigma_\",\n \",_\",\n \"corr_\",\n \",_\",\n \"weight_\",\n \",_\",\n \"pen\",\n \"up_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"components_\",\n \"(_\",\n \"readout\",\n \"s_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"duplicat\",\n \"e\",\n \" \",\n \"the\",\n \" \",\n \"output\",\n \" \",\n \"over\",\n \" \",\n \"all\",\n \" \",\n \"mix\",\n \"\\\\u\",\n \"dim_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"d_\",\n \"=_\",\n \"outputs_\",\n \"[_\",\n \":_\",\n \",_\",\n \":_\",\n \"2_\",\n \"]_\",\n \"._\",\n \"dims\",\n \"huff\",\n \"le_\",\n \"(_\",\n \"(_\",\n \"0_\",\n \",_\",\n \"'\",\n \"x\",\n \"'_\",\n \",_\",\n \"1_\",\n \")_\",\n \")_\",\n \"-_\",\n \"mean_\",\n \"#\",\n \" \",\n \"25_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"[\",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \",\",\n \"mix\",\n \"\\\\u\",\n \"dim\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"sigma\",\n \"2_\",\n \"=_\",\n \"sigma_\",\n \"[_\",\n \":_\",\n \",_\",\n \":_\",\n \",_\",\n \"0_\",\n \"]_\",\n \"*_\",\n \"sigma_\",\n \"[_\",\n \":_\",\n \",_\",\n \":_\",\n \",_\",\n \"1_\",\n \"]_\",\n \"+_\",\n \"self_\",\n \"._\",\n \"epsilon_\",\n \"#\",\n \" \",\n \"25_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"z_\",\n \"=_\",\n \"d_\",\n \"**_\",\n \"2_\",\n \"/_\",\n \"sigma_\",\n \"**_\",\n \"2_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"[\",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \",\",\n \"mix\",\n \"\\\\u\",\n \"dim\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"z_\",\n \"=_\",\n \"z_\",\n \"._\",\n \"sum_\",\n \"(_\",\n \"axis_\",\n \"=_\",\n \"-_\",\n \"1_\",\n \")_\",\n \"-_\",\n \"2_\",\n \"*_\",\n \"corr_\",\n \"*_\",\n \"(_\",\n \"d_\",\n \"[_\",\n \":_\",\n \",_\",\n \":_\",\n \",_\",\n \"0_\",\n \"]_\",\n \"*_\",\n \"d_\",\n \"[_\",\n \":_\",\n \",_\",\n \":_\",\n \",_\",\n \"1_\",\n \"]_\",\n \")_\",\n \"/_\",\n \"sigma\",\n \"2_\",\n \"#\",\n \" \",\n \"25_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"corr\",\n \"1_\",\n \"=_\",\n \"1_\",\n \"-_\",\n \"corr_\",\n \"**_\",\n \"2_\",\n \"+_\",\n \"self_\",\n \"._\",\n \"epsilon_\",\n \"#\",\n \" \",\n \"24_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"n_\",\n \"=_\",\n \"-_\",\n \"z_\",\n \"/_\",\n \"(_\",\n \"2_\",\n \"*_\",\n \"corr\",\n \"1_\",\n \")_\",\n \"#\",\n \" \",\n \"24\",\n \" \",\n \"[\",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \",\",\n \"mix\",\n \"\\\\u\",\n \"dim\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"nma\",\n \"x_\",\n \"=_\",\n \"n_\",\n \"._\",\n \"max_\",\n \"(_\",\n \"axis_\",\n \"=_\",\n \"-_\",\n \"1_\",\n \",_\",\n \"keepdims_\",\n \"=_\",\n \"True_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"n_\",\n \"=_\",\n \"n_\",\n \"-_\",\n \"nma\",\n \"x_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"n_\",\n \"=_\",\n \"T_\",\n \"._\",\n \"exp_\",\n \"(_\",\n \"n_\",\n \")_\",\n \"/_\",\n \"(_\",\n \"2_\",\n \"*_\",\n \"np_\",\n \"._\",\n \"pi_\",\n \"*_\",\n \"sigma\",\n \"2_\",\n \"*_\",\n \"T_\",\n \"._\",\n \"sqrt_\",\n \"(_\",\n \"corr\",\n \"1_\",\n \")_\",\n \")_\",\n \"#\",\n \" \",\n \"24_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"[\",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"nl\",\n \"l_\",\n \"=_\",\n \"-_\",\n \"T_\",\n \"._\",\n \"log_\",\n \"(_\",\n \"(_\",\n \"n_\",\n \"*_\",\n \"weight_\",\n \")_\",\n \"._\",\n \"sum_\",\n \"(_\",\n \"axis_\",\n \"=_\",\n \"-_\",\n \"1_\",\n \",_\",\n \"keepdims_\",\n \"=_\",\n \"True_\",\n \")_\",\n \"+_\",\n \"self_\",\n \"._\",\n \"epsilon_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"nl\",\n \"l_\",\n \"-=_\",\n \"nma\",\n \"x_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"nl\",\n \"l_\",\n \"+=_\",\n \"T_\",\n \"._\",\n \"nnet\",\n \"_\",\n \"._\",\n \"binar\",\n \"y\",\n \"\\\\u\",\n \"crossentropy\",\n \"_\",\n \"(_\",\n \"pen\",\n \"up_\",\n \",_\",\n \"outputs_\",\n \"[_\",\n \":_\",\n \",_\",\n \"2_\",\n \":_\",\n \"]_\",\n \")_\",\n \"#\",\n \" \",\n \"26_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"nl\",\n \"l_\",\n \"._\",\n \"reshape_\",\n \"(_\",\n \"nl\",\n \"l\\\\u\",\n \"shape_\",\n \",_\",\n \"ndim_\",\n \"=_\",\n \"nl\",\n \"l\\\\u\",\n \"ndim_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Sketch\",\n \"Emitte\",\n \"r_\",\n \"(_\",\n \"Abstract\",\n \"Emitte\",\n \"r_\",\n \",_\",\n \"Initializ\",\n \"able_\",\n \",_\",\n \"Random_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"@_\",\n \"application_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"initial\",\n \"\\\\u\",\n \"outputs_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"batch\",\n \"\\\\u\",\n \"size_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"return_\",\n \"T_\",\n \"._\",\n \"zeros_\",\n \"(_\",\n \"(_\",\n \"batch\",\n \"\\\\u\",\n \"size_\",\n \",_\",\n \"3_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Sketch\",\n \"Emitte\",\n \"r_\",\n \"(_\",\n \"Abstract\",\n \"Emitte\",\n \"r_\",\n \",_\",\n \"Initializ\",\n \"able_\",\n \",_\",\n \"Random_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"get\",\n \"\\\\u\",\n \"dim_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"name_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"if_\",\n \"name_\",\n \"==_\",\n \"'\",\n \"inputs\",\n \"'_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"return_\",\n \"2_\",\n \"*_\",\n \"(_\",\n \"2_\",\n \"*_\",\n \"self_\",\n \"._\",\n \"mix\",\n \"\\\\u\",\n \"dim_\",\n \")_\",\n \"+_\",\n \"2_\",\n \"*_\",\n \"self_\",\n \"._\",\n \"mix\",\n \"\\\\u\",\n \"dim_\",\n \"+_\",\n \"1_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"name_\",\n \"==_\",\n \"'\",\n \"output\",\n \"s\",\n \"'_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"return_\",\n \"3_\",\n \"#\",\n \" \",\n \"x\",\n \",\",\n \"y\",\n \",\",\n \"pen_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"super_\",\n \"(_\",\n \"Sketch\",\n \"Emitte\",\n \"r_\",\n \",_\",\n \"self_\",\n \")_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"dim_\",\n \"(_\",\n \"name_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"main_\",\n \"(_\",\n \"name_\",\n \",_\",\n \"epochs_\",\n \",_\",\n \"batch\",\n \"\\\\u\",\n \"size_\",\n \",_\",\n \"learn\",\n \"ing\",\n \"\\\\u\",\n \"rate_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"dim_\",\n \",_\",\n \"mix\",\n \"\\\\u\",\n \"dim_\",\n \",_\",\n \"old\",\n \"\\\\u\",\n \"model\",\n \"\\\\u\",\n \"name_\",\n \",_\",\n \"max\",\n \"\\\\u\",\n \"length_\",\n \",_\",\n \"bokeh\",\n \"_\",\n \",_\",\n \"GRU\",\n \"_\",\n \",_\",\n \"dropout_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"depth_\",\n \",_\",\n \"max\",\n \"\\\\u\",\n \"grad_\",\n \",_\",\n \"step\",\n \"\\\\u\",\n \"method_\",\n \",_\",\n \"epsilon_\",\n \",_\",\n \"sample_\",\n \",_\",\n \"skip_\",\n \",_\",\n \"uniform_\",\n \",_\",\n \"top_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#-\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"-------------\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"datasource_\",\n \"=_\",\n \"name_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"sh\",\n \"num_\",\n \"(_\",\n \"x_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"\\\"\\\"\\\"\",\n \" \",\n \"Convert\",\n \" \",\n \"a\",\n \" \",\n \"posit\",\n \"ive\",\n \" \",\n \"float\",\n \" \",\n \"int\",\n \"o\",\n \" \",\n \"a\",\n \" \",\n \"short\",\n \" \",\n \"tag\",\n \"-\",\n \"usable\",\n \" \",\n \"string\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \" \",\n \"E\",\n \".\",\n \"g\",\n \".:\",\n \" \",\n \"0\",\n \" \",\n \"->\",\n \" \",\n \"0\",\n \",\",\n \" \",\n \"0.005\",\n \" \",\n \"->\",\n \" \",\n \"5\",\n \"3\",\n \",\",\n \" \",\n \"100\",\n \" \",\n \"->\",\n \" \",\n \"1\",\n \"-\",\n \"2\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"\\\"\\\"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"'\",\n \"0\",\n \"'_\",\n \"if_\",\n \"x_\",\n \"<=_\",\n \"0_\",\n \"else_\",\n \"'%\",\n \"s\",\n \"%\",\n \"d\",\n \"'_\",\n \"%_\",\n \"(_\",\n \"(_\",\n \"\\\"%\",\n \"e\",\n \"\\\"_\",\n \"%_\",\n \"x_\",\n \")_\",\n \"[_\",\n \"0_\",\n \"]_\",\n \",_\",\n \"-_\",\n \"np_\",\n \"._\",\n \"floor_\",\n \"(_\",\n \"np_\",\n \"._\",\n \"log10_\",\n \"(_\",\n \"x_\",\n \")_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"jobn\",\n \"ame_\",\n \"=_\",\n \"\\\"%\",\n \"s\",\n \"-%\",\n \"d\",\n \"X\",\n \"%\",\n \"dm\",\n \"%\",\n \"dd\",\n \"%\",\n \"dr\",\n \"%\",\n \"sb\",\n \"%\",\n \"de\",\n \"%\",\n \"s\",\n \"\\\"_\",\n \"%_\",\n \"(_\",\n \"datasource_\",\n \",_\",\n \"depth_\",\n \",_\",\n \"dim_\",\n \",_\",\n \"mix\",\n \"\\\\u\",\n \"dim_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"int_\",\n \"(_\",\n \"dropout_\",\n \"*_\",\n \"10_\",\n \")_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"sh\",\n \"num_\",\n \"(_\",\n \"learn\",\n \"ing\",\n \"\\\\u\",\n \"rate_\",\n \")_\",\n \",_\",\n \"batch\",\n \"\\\\u\",\n \"size_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"sh\",\n \"num_\",\n \"(_\",\n \"epsilon_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"max\",\n \"\\\\u\",\n \"length_\",\n \"!=_\",\n \"600_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"jobn\",\n \"ame_\",\n \"+=_\",\n \"'-\",\n \"L\",\n \"%\",\n \"d\",\n \"'_\",\n \"%_\",\n \"max\",\n \"\\\\u\",\n \"length_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"GRU\",\n \"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"jobn\",\n \"ame_\",\n \"+=_\",\n \"'\",\n \"g\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"max\",\n \"\\\\u\",\n \"grad_\",\n \"!=_\",\n \"5._\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"jobn\",\n \"ame_\",\n \"+=_\",\n \"'\",\n \"G\",\n \"%\",\n \"g\",\n \"'_\",\n \"%_\",\n \"max\",\n \"\\\\u\",\n \"grad_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"step\",\n \"\\\\u\",\n \"method_\",\n \"!=_\",\n \"'\",\n \"adam\",\n \"'_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"jobn\",\n \"ame_\",\n \"+=_\",\n \"step\",\n \"\\\\u\",\n \"method_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"skip_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"jobn\",\n \"ame_\",\n \"+=_\",\n \"'\",\n \"D\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"assert_\",\n \"depth_\",\n \">_\",\n \"1_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"top_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"jobn\",\n \"ame_\",\n \"+=_\",\n \"'\",\n \"T\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"assert_\",\n \"depth_\",\n \">_\",\n \"1_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"uniform_\",\n \">_\",\n \"0._\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"jobn\",\n \"ame_\",\n \"+=_\",\n \"'\",\n \"u\",\n \"%\",\n \"d\",\n \"'_\",\n \"%_\",\n \"int_\",\n \"(_\",\n \"uniform_\",\n \"*_\",\n \"100_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"debug_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"jobn\",\n \"ame_\",\n \"+=_\",\n \"\\\".\",\n \"debug\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"sample_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"print_\",\n \"(_\",\n \"\\\"\",\n \"Sampl\",\n \"ing\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"print_\",\n \"(_\",\n \"\\\"\\\\\\\\\",\n \"n\",\n \"Run\",\n \"ning\",\n \" \",\n \"experiment\",\n \" \",\n \"%\",\n \"s\",\n \"\\\"_\",\n \"%_\",\n \"jobn\",\n \"ame_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"old\",\n \"\\\\u\",\n \"model\",\n \"\\\\u\",\n \"name_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"print_\",\n \"(_\",\n \"\\\"\",\n \"startin\",\n \"g\",\n \" \",\n \"from\",\n \" \",\n \"model\",\n \" \",\n \"%\",\n \"s\",\n \"\\\"_\",\n \"%_\",\n \"old\",\n \"\\\\u\",\n \"model\",\n \"\\\\u\",\n \"name_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#-\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"-------------\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"transitions_\",\n \"=_\",\n \"[_\",\n \"Gat\",\n \"ed\",\n \"Recurren\",\n \"t_\",\n \"(_\",\n \"dim_\",\n \"=_\",\n \"dim_\",\n \")_\",\n \"if_\",\n \"GRU\",\n \"_\",\n \"else_\",\n \"LSTM\",\n \"_\",\n \"(_\",\n \"dim_\",\n \"=_\",\n \"dim_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"for_\",\n \"\\\\u_\",\n \"in_\",\n \"range_\",\n \"(_\",\n \"depth_\",\n \")_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"depth_\",\n \">_\",\n \"1_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"transition_\",\n \"=_\",\n \"Recurren\",\n \"t\",\n \"Stack_\",\n \"(_\",\n \"transitions_\",\n \",_\",\n \"name_\",\n \"=_\",\n \"\\\"\",\n \"transiti\",\n \"on\",\n \"\\\"_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"skip\",\n \"\\\\u\",\n \"connections_\",\n \"=_\",\n \"skip_\",\n \"or_\",\n \"top_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"skip_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"source\",\n \"\\\\u\",\n \"names_\",\n \"=_\",\n \"[_\",\n \"Recurren\",\n \"t\",\n \"Stack_\",\n \"._\",\n \"suffix_\",\n \"(_\",\n \"'\",\n \"state\",\n \"s\",\n \"'_\",\n \",_\",\n \"d_\",\n \")_\",\n \"for_\",\n \"d_\",\n \"in_\",\n \"range_\",\n \"(_\",\n \"depth_\",\n \")_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"source\",\n \"\\\\u\",\n \"names_\",\n \"=_\",\n \"[_\",\n \"Recurren\",\n \"t\",\n \"Stack_\",\n \"._\",\n \"suffix_\",\n \"(_\",\n \"'\",\n \"state\",\n \"s\",\n \"'_\",\n \",_\",\n \"depth_\",\n \"-_\",\n \"1_\",\n \")_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"transition_\",\n \"=_\",\n \"transitions_\",\n \"[_\",\n \"0_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"transition_\",\n \"._\",\n \"name_\",\n \"=_\",\n \"\\\"\",\n \"transiti\",\n \"on\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"source\",\n \"\\\\u\",\n \"names_\",\n \"=_\",\n \"[_\",\n \"'\",\n \"state\",\n \"s\",\n \"'_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"emitter_\",\n \"=_\",\n \"Sketch\",\n \"Emitte\",\n \"r_\",\n \"(_\",\n \"mix\",\n \"\\\\u\",\n \"dim_\",\n \"=_\",\n \"mix\",\n \"\\\\u\",\n \"dim_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"epsilon_\",\n \"=_\",\n \"epsilon_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"name_\",\n \"=_\",\n \"\\\"\",\n \"emitte\",\n \"r\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"readout\",\n \"_\",\n \"=_\",\n \"Read\",\n \"out_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"readout\",\n \"\\\\u\",\n \"dim_\",\n \"=_\",\n \"emitter_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"dim_\",\n \"(_\",\n \"'\",\n \"inputs\",\n \"'_\",\n \")_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"source\",\n \"\\\\u\",\n \"names_\",\n \"=_\",\n \"source\",\n \"\\\\u\",\n \"names_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"emitter_\",\n \"=_\",\n \"emitter_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"name_\",\n \"=_\",\n \"\\\"\",\n \"readout\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"generator_\",\n \"=_\",\n \"Sequ\",\n \"ence\",\n \"Generator_\",\n \"(_\",\n \"readout\",\n \"_\",\n \"=_\",\n \"readout\",\n \"_\",\n \",_\",\n \"transition_\",\n \"=_\",\n \"transition_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Initializ\",\n \"ation\",\n \" \",\n \"settings_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"uniform_\",\n \">_\",\n \"0._\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"generator_\",\n \"._\",\n \"weight\",\n \"s\",\n \"\\\\u\",\n \"init_\",\n \"=_\",\n \"Uniform\",\n \"_\",\n \"(_\",\n \"width_\",\n \"=_\",\n \"uniform_\",\n \"*_\",\n \"2._\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"generator_\",\n \"._\",\n \"weight\",\n \"s\",\n \"\\\\u\",\n \"init_\",\n \"=_\",\n \"Ortho\",\n \"gon\",\n \"al\",\n \"Glo\",\n \"rot_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"generator_\",\n \"._\",\n \"bias\",\n \"es\",\n \"\\\\u\",\n \"init_\",\n \"=_\",\n \"Constant_\",\n \"(_\",\n \"0_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Build\",\n \" \",\n \"the\",\n \" \",\n \"cost\",\n \" \",\n \"computation\",\n \" \",\n \"graph\",\n \" \",\n \"[\",\n \"step\",\n \"s\",\n \",\",\n \" \",\n \"batch\",\n \"\\\\u\",\n \"size\",\n \",\",\n \" \",\n \"3\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"x_\",\n \"=_\",\n \"T_\",\n \"._\",\n \"tensor\",\n \"3_\",\n \"(_\",\n \"'\",\n \"features\",\n \"'_\",\n \",_\",\n \"dtype_\",\n \"=_\",\n \"float\",\n \"X_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"debug_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"x_\",\n \"._\",\n \"tag_\",\n \"._\",\n \"test\\\\u\",\n \"value_\",\n \"=_\",\n \"np_\",\n \"._\",\n \"ones_\",\n \"(_\",\n \"(_\",\n \"max\",\n \"\\\\u\",\n \"length_\",\n \",_\",\n \"batch\",\n \"\\\\u\",\n \"size_\",\n \",_\",\n \"3_\",\n \")_\",\n \")_\",\n \"._\",\n \"astype_\",\n \"(_\",\n \"float\",\n \"X_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"x_\",\n \"=_\",\n \"x_\",\n \"[_\",\n \":_\",\n \"max\",\n \"\\\\u\",\n \"length_\",\n \",_\",\n \":_\",\n \",_\",\n \":_\",\n \"]_\",\n \"#\",\n \" \",\n \"has\",\n \" \",\n \"to\",\n \" \",\n \"be\",\n \" \",\n \"after\",\n \" \",\n \"setti\",\n \"ng\",\n \" \",\n \"test\\\\u\",\n \"value_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"cost_\",\n \"=_\",\n \"generator_\",\n \"._\",\n \"cost_\",\n \"(_\",\n \"x_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"cost_\",\n \"._\",\n \"name_\",\n \"=_\",\n \"\\\"\",\n \"sequence\",\n \"\\\\u\",\n \"log\",\n \"\\\\u\",\n \"likelihood\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Give\",\n \" \",\n \"an\",\n \" \",\n \"idea\",\n \" \",\n \"of\",\n \" \",\n \"what\",\n \"'\",\n \"s\",\n \" \",\n \"goi\",\n \"ng\",\n \" \",\n \"on_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"model_\",\n \"=_\",\n \"Model_\",\n \"(_\",\n \"cost_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"params_\",\n \"=_\",\n \"model_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"parameter\",\n \"\\\\u\",\n \"dict_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"logger_\",\n \"._\",\n \"info_\",\n \"(_\",\n \"\\\"\",\n \"Parameter\",\n \"s\",\n \":\\\\\\\\\",\n \"n\",\n \"\\\"_\",\n \"+_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"pprint_\",\n \"._\",\n \"pformat_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"[_\",\n \"(_\",\n \"key_\",\n \",_\",\n \"value_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"value_\",\n \"(_\",\n \")_\",\n \"._\",\n \"shape_\",\n \")_\",\n \"for_\",\n \"key_\",\n \",_\",\n \"value_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"in_\",\n \"params_\",\n \"._\",\n \"items_\",\n \"(_\",\n \")_\",\n \"]_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"width_\",\n \"=_\",\n \"120_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"model\",\n \"\\\\u\",\n \"size_\",\n \"=_\",\n \"0_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"for_\",\n \"v_\",\n \"in_\",\n \"params_\",\n \"._\",\n \"itervalues_\",\n \"(_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"s_\",\n \"=_\",\n \"v_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"value_\",\n \"(_\",\n \")_\",\n \"._\",\n \"shape_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"model\",\n \"\\\\u\",\n \"size_\",\n \"+=_\",\n \"s_\",\n \"[_\",\n \"0_\",\n \"]_\",\n \"*_\",\n \"(_\",\n \"s_\",\n \"[_\",\n \"1_\",\n \"]_\",\n \"if_\",\n \"len_\",\n \"(_\",\n \"s_\",\n \")_\",\n \">_\",\n \"1_\",\n \"else_\",\n \"1_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"logger_\",\n \"._\",\n \"info_\",\n \"(_\",\n \"\\\"\",\n \"Total\",\n \" \",\n \"number\",\n \" \",\n \"of\",\n \" \",\n \"parameter\",\n \"s\",\n \" \",\n \"%\",\n \"d\",\n \"\\\"_\",\n \"%_\",\n \"model\",\n \"\\\\u\",\n \"size_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#-\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"---\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"extensions_\",\n \"=_\",\n \"[_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"old\",\n \"\\\\u\",\n \"model\",\n \"\\\\u\",\n \"name_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"if_\",\n \"old\",\n \"\\\\u\",\n \"model\",\n \"\\\\u\",\n \"name_\",\n \"==_\",\n \"'\",\n \"continue\",\n \"'_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"old\",\n \"\\\\u\",\n \"model\",\n \"\\\\u\",\n \"name_\",\n \"=_\",\n \"jobn\",\n \"ame_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"with_\",\n \"open_\",\n \"(_\",\n \"old\",\n \"\\\\u\",\n \"model\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"'\\\\u\",\n \"model\",\n \"'_\",\n \",_\",\n \"\\\"\",\n \"rb\",\n \"\\\"_\",\n \")_\",\n \"as_\",\n \"f_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"old\",\n \"\\\\u\",\n \"model_\",\n \"=_\",\n \"pickle_\",\n \"._\",\n \"load_\",\n \"(_\",\n \"f_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"model_\",\n \"._\",\n \"set\\\\u\",\n \"parameter\",\n \"\\\\u\",\n \"values_\",\n \"(_\",\n \"old\",\n \"\\\\u\",\n \"model_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"parameter\",\n \"\\\\u\",\n \"values_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"del_\",\n \"old\",\n \"\\\\u\",\n \"model_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Initializ\",\n \"e\",\n \" \",\n \"parameters_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"for_\",\n \"brick_\",\n \"in_\",\n \"model_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"top\",\n \"\\\\u\",\n \"bricks\",\n \"_\",\n \"(_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"brick_\",\n \"._\",\n \"initialize_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"sample_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"assert_\",\n \"old\",\n \"\\\\u\",\n \"model\",\n \"\\\\u\",\n \"name_\",\n \"and_\",\n \"old\",\n \"\\\\u\",\n \"model\",\n \"\\\\u\",\n \"name_\",\n \"!=_\",\n \"'\",\n \"continue\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"Sample_\",\n \"(_\",\n \"generator_\",\n \",_\",\n \"steps_\",\n \"=_\",\n \"max\",\n \"\\\\u\",\n \"length_\",\n \",_\",\n \"path_\",\n \"=_\",\n \"old\",\n \"\\\\u\",\n \"model\",\n \"\\\\u\",\n \"name_\",\n \")_\",\n \"._\",\n \"do_\",\n \"(_\",\n \"None_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"exit_\",\n \"(_\",\n \"0_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#-\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"---\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Define\",\n \" \",\n \"the\",\n \" \",\n \"train\",\n \"ing\",\n \" \",\n \"algo\",\n \"rit\",\n \"hm\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"cg_\",\n \"=_\",\n \"Computation\",\n \"Graph_\",\n \"(_\",\n \"cost_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"dropout_\",\n \">_\",\n \"0._\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"from_\",\n \"blocks_\",\n \"._\",\n \"roles_\",\n \"import_\",\n \"INPUT_\",\n \",_\",\n \"OUTPUT_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"drop\",\n \"out\",\n \"\\\\u\",\n \"target_\",\n \"=_\",\n \"Varia\",\n \"ble\",\n \"Filter_\",\n \"(_\",\n \"roles_\",\n \"=_\",\n \"[_\",\n \"OUTPUT_\",\n \"]_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"bricks\",\n \"_\",\n \"=_\",\n \"transitions_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"name\",\n \"\\\\u\",\n \"regex_\",\n \"=_\",\n \"'\",\n \"state\",\n \"s\",\n \"'_\",\n \")_\",\n \"(_\",\n \"cg_\",\n \"._\",\n \"variables_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"print_\",\n \"(_\",\n \"'#\",\n \" \",\n \"drop\",\n \"out\",\n \" \",\n \"%\",\n \"d\",\n \"'_\",\n \"%_\",\n \"len_\",\n \"(_\",\n \"drop\",\n \"out\",\n \"\\\\u\",\n \"target_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"cg_\",\n \"=_\",\n \"appl\",\n \"y\",\n \"\\\\u\",\n \"dropout_\",\n \"(_\",\n \"cg_\",\n \",_\",\n \"drop\",\n \"out\",\n \"\\\\u\",\n \"target_\",\n \",_\",\n \"dropout_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"opt\",\n \"\\\\u\",\n \"cost_\",\n \"=_\",\n \"cg_\",\n \"._\",\n \"outputs_\",\n \"[_\",\n \"0_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"opt\",\n \"\\\\u\",\n \"cost_\",\n \"=_\",\n \"cost_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"step\",\n \"\\\\u\",\n \"method_\",\n \"==_\",\n \"'\",\n \"adam\",\n \"'_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"step\",\n \"\\\\u\",\n \"rule_\",\n \"=_\",\n \"Adam\",\n \"_\",\n \"(_\",\n \"learn\",\n \"ing\",\n \"\\\\u\",\n \"rate_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"elif_\",\n \"step\",\n \"\\\\u\",\n \"method_\",\n \"==_\",\n \"'\",\n \"rms\",\n \"prop\",\n \"'_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"step\",\n \"\\\\u\",\n \"rule_\",\n \"=_\",\n \"RMS\",\n \"Prop_\",\n \"(_\",\n \"learn\",\n \"ing\",\n \"\\\\u\",\n \"rate_\",\n \",_\",\n \"deca\",\n \"y\",\n \"\\\\u\",\n \"rate_\",\n \"=_\",\n \"0.95_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"elif_\",\n \"step\",\n \"\\\\u\",\n \"method_\",\n \"==_\",\n \"'\",\n \"ada\",\n \"grad\",\n \"'_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"step\",\n \"\\\\u\",\n \"rule_\",\n \"=_\",\n \"Ada\",\n \"Grad\",\n \"_\",\n \"(_\",\n \"learn\",\n \"ing\",\n \"\\\\u\",\n \"rate_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"elif_\",\n \"step\",\n \"\\\\u\",\n \"method_\",\n \"==_\",\n \"'\",\n \"ada\",\n \"delta\",\n \"'_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"step\",\n \"\\\\u\",\n \"rule_\",\n \"=_\",\n \"Ada\",\n \"Delta_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"elif_\",\n \"step\",\n \"\\\\u\",\n \"method_\",\n \"==_\",\n \"'\",\n \"scale\",\n \"'_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"step\",\n \"\\\\u\",\n \"rule_\",\n \"=_\",\n \"Scale_\",\n \"(_\",\n \"learn\",\n \"ing\",\n \"\\\\u\",\n \"rate_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"raise_\",\n \"Exception_\",\n \"(_\",\n \"'\",\n \"Un\",\n \"know\",\n \"n\",\n \" \",\n \"stt\",\n \"ep\",\n \" \",\n \"method\",\n \" \",\n \"%\",\n \"s\",\n \"'_\",\n \"%_\",\n \"step\",\n \"\\\\u\",\n \"method_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"step\",\n \"\\\\u\",\n \"rule_\",\n \"=_\",\n \"Composit\",\n \"e\",\n \"Rule_\",\n \"(_\",\n \"[_\",\n \"Step\",\n \"Clip\",\n \"ping_\",\n \"(_\",\n \"max\",\n \"\\\\u\",\n \"grad_\",\n \")_\",\n \",_\",\n \"step\",\n \"\\\\u\",\n \"rule_\",\n \"]_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"algorithm_\",\n \"=_\",\n \"Grad\",\n \"ient\",\n \"Descen\",\n \"t_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"cost_\",\n \"=_\",\n \"opt\",\n \"\\\\u\",\n \"cost_\",\n \",_\",\n \"parameters_\",\n \"=_\",\n \"cg_\",\n \"._\",\n \"parameters_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"step\",\n \"\\\\u\",\n \"rule_\",\n \"=_\",\n \"step\",\n \"\\\\u\",\n \"rule_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#-\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"---\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"observable\",\n \"s_\",\n \"=_\",\n \"[_\",\n \"cost_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Fe\",\n \"tch\",\n \" \",\n \"variab\",\n \"les\",\n \" \",\n \"usef\",\n \"ul\",\n \" \",\n \"for\",\n \" \",\n \"debugg\",\n \"ing_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"(_\",\n \"energies_\",\n \",_\",\n \")_\",\n \"=_\",\n \"Varia\",\n \"ble\",\n \"Filter_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"applications_\",\n \"=_\",\n \"[_\",\n \"generator_\",\n \"._\",\n \"readout\",\n \"_\",\n \"._\",\n \"readout\",\n \"_\",\n \"]_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"name\",\n \"\\\\u\",\n \"regex_\",\n \"=_\",\n \"\\\"\",\n \"output\",\n \"\\\"_\",\n \")_\",\n \"(_\",\n \"cg_\",\n \"._\",\n \"variables_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"min\",\n \"\\\\u\",\n \"energy_\",\n \"=_\",\n \"named\",\n \"\\\\u\",\n \"copy_\",\n \"(_\",\n \"energies_\",\n \"._\",\n \"min_\",\n \"(_\",\n \")_\",\n \",_\",\n \"\\\"\",\n \"min\",\n \"\\\\u\",\n \"energ\",\n \"y\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"max\",\n \"\\\\u\",\n \"energy_\",\n \"=_\",\n \"named\",\n \"\\\\u\",\n \"copy_\",\n \"(_\",\n \"energies_\",\n \"._\",\n \"max_\",\n \"(_\",\n \")_\",\n \",_\",\n \"\\\"\",\n \"max\",\n \"\\\\u\",\n \"energ\",\n \"y\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"observable\",\n \"s_\",\n \"+=_\",\n \"[_\",\n \"min\",\n \"\\\\u\",\n \"energy_\",\n \",_\",\n \"max\",\n \"\\\\u\",\n \"energy_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"(\",\n \"activation\",\n \"s\",\n \",)\",\n \" \",\n \"=\",\n \" \",\n \"Varia\",\n \"ble\",\n \"Filter\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"applica\",\n \"tion\",\n \"s\",\n \"=[\",\n \"generat\",\n \"or\",\n \".\",\n \"transiti\",\n \"on\",\n \".\",\n \"appl\",\n \"y\",\n \"],\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"name\",\n \"=\",\n \"generat\",\n \"or\",\n \".\",\n \"transiti\",\n \"on\",\n \".\",\n \"appl\",\n \"y\",\n \".\",\n \"state\",\n \"s\",\n \"[\",\n \"0\",\n \"])(\",\n \"cg\",\n \".\",\n \"variab\",\n \"les\",\n \")_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"mean\",\n \"\\\\u\",\n \"activation\",\n \" \",\n \"=\",\n \" \",\n \"named\",\n \"\\\\u\",\n \"copy\",\n \"(\",\n \"abs\",\n \"(\",\n \"activation\",\n \"s\",\n \").\",\n \"mean\",\n \"()\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"\\\"\",\n \"mean\",\n \"\\\\u\",\n \"activation\",\n \"\\\")\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"observable\",\n \"s\",\n \".\",\n \"append\",\n \"(\",\n \"mean\",\n \"\\\\u\",\n \"activation\",\n \")_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"observable\",\n \"s_\",\n \"+=_\",\n \"[_\",\n \"algorithm_\",\n \"._\",\n \"total\",\n \"\\\\u\",\n \"step\",\n \"\\\\u\",\n \"norm_\",\n \",_\",\n \"algorithm_\",\n \"._\",\n \"total\",\n \"\\\\u\",\n \"gradi\",\n \"ent\",\n \"\\\\u\",\n \"norm_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"for_\",\n \"name_\",\n \",_\",\n \"param_\",\n \"in_\",\n \"params_\",\n \"._\",\n \"items_\",\n \"(_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"observable\",\n \"s_\",\n \"._\",\n \"append_\",\n \"(_\",\n \"named\",\n \"\\\\u\",\n \"copy_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"param_\",\n \"._\",\n \"norm_\",\n \"(_\",\n \"2_\",\n \")_\",\n \",_\",\n \"name_\",\n \"+_\",\n \"\\\"\\\\u\",\n \"norm\",\n \"\\\"_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"observable\",\n \"s_\",\n \"._\",\n \"append_\",\n \"(_\",\n \"named\",\n \"\\\\u\",\n \"copy_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"algorithm_\",\n \"._\",\n \"gradients_\",\n \"[_\",\n \"param_\",\n \"]_\",\n \"._\",\n \"norm_\",\n \"(_\",\n \"2_\",\n \")_\",\n \",_\",\n \"name_\",\n \"+_\",\n \"\\\"\\\\u\",\n \"grad\",\n \"\\\\u\",\n \"norm\",\n \"\\\"_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#-\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"--------------\",\n \"---\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"datas\",\n \"ource\",\n \"\\\\u\",\n \"fname_\",\n \"=_\",\n \"os_\",\n \"._\",\n \"path_\",\n \"._\",\n \"join_\",\n \"(_\",\n \"fuel\",\n \"_\",\n \"._\",\n \"config_\",\n \"._\",\n \"data\\\\u\",\n \"path_\",\n \",_\",\n \"datasource_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"datasource_\",\n \"+_\",\n \"'.\",\n \"hdf5\",\n \"'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"train\",\n \"\\\\u\",\n \"ds_\",\n \"=_\",\n \"H\",\n \"5\",\n \"PY\",\n \"Dataset_\",\n \"(_\",\n \"datas\",\n \"ource\",\n \"\\\\u\",\n \"fname_\",\n \",_\",\n \"#\",\n \"max\",\n \"\\\\u\",\n \"length\",\n \"=\",\n \"max\",\n \"\\\\u\",\n \"length\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"whi\",\n \"ch\",\n \"\\\\u\",\n \"sets_\",\n \"=_\",\n \"[_\",\n \"'\",\n \"train\",\n \"'_\",\n \"]_\",\n \",_\",\n \"sources_\",\n \"=_\",\n \"(_\",\n \"'\",\n \"features\",\n \"'_\",\n \",_\",\n \")_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"load\",\n \"\\\\u\",\n \"in\",\n \"\\\\u\",\n \"memory_\",\n \"=_\",\n \"True_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"train\",\n \"\\\\u\",\n \"stream_\",\n \"=_\",\n \"Data\",\n \"Stream_\",\n \"(_\",\n \"train\",\n \"\\\\u\",\n \"ds_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"iterati\",\n \"on\",\n \"\\\\u\",\n \"scheme_\",\n \"=_\",\n \"Shuffle\",\n \"d\",\n \"Scheme_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"train\",\n \"\\\\u\",\n \"ds_\",\n \"._\",\n \"num\",\n \"\\\\u\",\n \"examples_\",\n \",_\",\n \"batch\",\n \"\\\\u\",\n \"size_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"test\\\\u\",\n \"ds_\",\n \"=_\",\n \"H\",\n \"5\",\n \"PY\",\n \"Dataset_\",\n \"(_\",\n \"datas\",\n \"ource\",\n \"\\\\u\",\n \"fname_\",\n \",_\",\n \"#\",\n \"max\",\n \"\\\\u\",\n \"length\",\n \"=\",\n \"max\",\n \"\\\\u\",\n \"length\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"whi\",\n \"ch\",\n \"\\\\u\",\n \"sets_\",\n \"=_\",\n \"[_\",\n \"'\",\n \"test\",\n \"'_\",\n \"]_\",\n \",_\",\n \"sources_\",\n \"=_\",\n \"(_\",\n \"'\",\n \"features\",\n \"'_\",\n \",_\",\n \")_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"load\",\n \"\\\\u\",\n \"in\",\n \"\\\\u\",\n \"memory_\",\n \"=_\",\n \"True_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"test\\\\u\",\n \"stream_\",\n \"=_\",\n \"Data\",\n \"Stream_\",\n \"(_\",\n \"test\\\\u\",\n \"ds_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"iterati\",\n \"on\",\n \"\\\\u\",\n \"scheme_\",\n \"=_\",\n \"Sequ\",\n \"ential\",\n \"Scheme_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"test\\\\u\",\n \"ds_\",\n \"._\",\n \"num\",\n \"\\\\u\",\n \"examples_\",\n \",_\",\n \"batch\",\n \"\\\\u\",\n \"size_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"train\",\n \"\\\\u\",\n \"stream_\",\n \"=_\",\n \"Mapping_\",\n \"(_\",\n \"train\",\n \"\\\\u\",\n \"stream_\",\n \",_\",\n \"\\\\u\",\n \"transpose_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"test\\\\u\",\n \"stream_\",\n \"=_\",\n \"Mapping_\",\n \"(_\",\n \"test\\\\u\",\n \"stream_\",\n \",_\",\n \"\\\\u\",\n \"transpose_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"stream\",\n \"\\\\u\",\n \"stats_\",\n \"(_\",\n \"ds_\",\n \",_\",\n \"label_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"itr_\",\n \"=_\",\n \"ds_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"epoch\",\n \"\\\\u\",\n \"iterator_\",\n \"(_\",\n \"as\",\n \"\\\\u\",\n \"dict_\",\n \"=_\",\n \"True_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"batch\",\n \"\\\\u\",\n \"count_\",\n \"=_\",\n \"0_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"example\",\n \"s\",\n \"\\\\u\",\n \"count_\",\n \"=_\",\n \"0_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"for_\",\n \"batch_\",\n \"in_\",\n \"itr_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"batch\",\n \"\\\\u\",\n \"count_\",\n \"+=_\",\n \"1_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"example\",\n \"s\",\n \"\\\\u\",\n \"count_\",\n \"+=_\",\n \"batch_\",\n \"[_\",\n \"'\",\n \"features\",\n \"'_\",\n \"]_\",\n \"._\",\n \"shape_\",\n \"[_\",\n \"1_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"print_\",\n \"(_\",\n \"'%\",\n \"s\",\n \" \",\n \"#\",\n \"batch\",\n \" \",\n \"%\",\n \"d\",\n \" \",\n \"#\",\n \"example\",\n \"s\",\n \" \",\n \"%\",\n \"d\",\n \"'_\",\n \"%_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"(_\",\n \"label_\",\n \",_\",\n \"batch\",\n \"\\\\u\",\n \"count_\",\n \",_\",\n \"example\",\n \"s\",\n \"\\\\u\",\n \"count_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"stream\",\n \"\\\\u\",\n \"stats_\",\n \"(_\",\n \"train\",\n \"\\\\u\",\n \"stream_\",\n \",_\",\n \"'\",\n \"train\",\n \"'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"stream\",\n \"\\\\u\",\n \"stats_\",\n \"(_\",\n \"test\\\\u\",\n \"stream_\",\n \",_\",\n \"'\",\n \"test\",\n \"'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"extensions_\",\n \"+=_\",\n \"[_\",\n \"Tim\",\n \"ing_\",\n \"(_\",\n \"every\",\n \"\\\\u\",\n \"n\",\n \"\\\\u\",\n \"batches_\",\n \"=_\",\n \"10_\",\n \")_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"Train\",\n \"ing\",\n \"Data\",\n \"Monitor\",\n \"ing_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"observable\",\n \"s_\",\n \",_\",\n \"prefix_\",\n \"=_\",\n \"\\\"\",\n \"train\",\n \"\\\"_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"every\",\n \"\\\\u\",\n \"n\",\n \"\\\\u\",\n \"batches_\",\n \"=_\",\n \"10_\",\n \")_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"Data\",\n \"Stream\",\n \"Monitor\",\n \"ing_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"[_\",\n \"cost_\",\n \"]_\",\n \",_\",\n \"#\",\n \" \",\n \"with\",\n \"out\",\n \" \",\n \"dropout_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"test\\\\u\",\n \"stream_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"prefix_\",\n \"=_\",\n \"\\\"\",\n \"test\",\n \"\\\"_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"on\",\n \"\\\\u\",\n \"resum\",\n \"ption_\",\n \"=_\",\n \"True_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"after\",\n \"\\\\u\",\n \"epoch_\",\n \"=_\",\n \"False_\",\n \",_\",\n \"#\",\n \" \",\n \"by\",\n \" \",\n \"default\",\n \" \",\n \"this\",\n \" \",\n \"is\",\n \" \",\n \"True_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"every\",\n \"\\\\u\",\n \"n\",\n \"\\\\u\",\n \"batches_\",\n \"=_\",\n \"100_\",\n \")_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"all\",\n \" \",\n \"monitored\",\n \" \",\n \"data\",\n \" \",\n \"is\",\n \" \",\n \"read\",\n \"y\",\n \" \",\n \"so\",\n \" \",\n \"print\",\n \" \",\n \"it\",\n \"..._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"(\",\n \"next\",\n \" \",\n \"step\",\n \"s\",\n \" \",\n \"may\",\n \" \",\n \"take\",\n \" \",\n \"more\",\n \" \",\n \"time\",\n \" \",\n \"and\",\n \" \",\n \"we\",\n \" \",\n \"want\",\n \" \",\n \"to\",\n \" \",\n \"see\",\n \" \",\n \"the_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"results\",\n \" \",\n \"as\",\n \" \",\n \"soo\",\n \"n\",\n \" \",\n \"as\",\n \" \",\n \"possib\",\n \"le\",\n \" \",\n \"so\",\n \" \",\n \"print\",\n \" \",\n \"as\",\n \" \",\n \"soo\",\n \"n\",\n \" \",\n \"as\",\n \" \",\n \"you\",\n \" \",\n \"can\",\n \")_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"Printing\",\n \"_\",\n \"(_\",\n \"every\",\n \"\\\\u\",\n \"n\",\n \"\\\\u\",\n \"batches_\",\n \"=_\",\n \"10_\",\n \")_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"perform\",\n \" \",\n \"multiple\",\n \" \",\n \"dump\",\n \"s\",\n \" \",\n \"at\",\n \" \",\n \"different\",\n \" \",\n \"intervals_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"so\",\n \" \",\n \"if\",\n \" \",\n \"one\",\n \" \",\n \"of\",\n \" \",\n \"them\",\n \" \",\n \"breaks\",\n \" \",\n \"(\",\n \"has\",\n \" \",\n \"nan\",\n \")\",\n \" \",\n \"we\",\n \" \",\n \"can\",\n \" \",\n \"hop\",\n \"efu\",\n \"ll\",\n \"y_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"find\",\n \" \",\n \"a\",\n \" \",\n \"model\",\n \" \",\n \"from\",\n \" \",\n \"few\",\n \" \",\n \"batche\",\n \"s\",\n \" \",\n \"ago\",\n \" \",\n \"in\",\n \" \",\n \"the\",\n \" \",\n \"other_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"Checkpoint\",\n \"_\",\n \"(_\",\n \"jobn\",\n \"ame_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"bef\",\n \"ore\",\n \"\\\\u\",\n \"training_\",\n \"=_\",\n \"False_\",\n \",_\",\n \"after\",\n \"\\\\u\",\n \"epoch_\",\n \"=_\",\n \"True_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"save\",\n \"\\\\u\",\n \"separately\",\n \"_\",\n \"=_\",\n \"[_\",\n \"'\",\n \"log\",\n \"'_\",\n \",_\",\n \"'\",\n \"model\",\n \"'_\",\n \"]_\",\n \")_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"Sample_\",\n \"(_\",\n \"generator_\",\n \",_\",\n \"steps_\",\n \"=_\",\n \"max\",\n \"\\\\u\",\n \"length_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"path_\",\n \"=_\",\n \"jobn\",\n \"ame_\",\n \"+_\",\n \"'.\",\n \"test\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"every\",\n \"\\\\u\",\n \"n\",\n \"\\\\u\",\n \"batches_\",\n \"=_\",\n \"100_\",\n \")_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"Progres\",\n \"s\",\n \"Bar_\",\n \"(_\",\n \")_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"Finish\",\n \"After_\",\n \"(_\",\n \"after\",\n \"\\\\u\",\n \"n\",\n \"\\\\u\",\n \"epochs_\",\n \"=_\",\n \"epochs_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Thi\",\n \"s\",\n \" \",\n \"show\",\n \"s\",\n \" \",\n \"a\",\n \" \",\n \"way\",\n \" \",\n \"to\",\n \" \",\n \"handle\",\n \" \",\n \"Na\",\n \"N\",\n \" \",\n \"emerg\",\n \"ing\",\n \" \",\n \"dur\",\n \"ing_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"train\",\n \"ing\",\n \":\",\n \" \",\n \"simp\",\n \"ly\",\n \" \",\n \"finish\",\n \" \",\n \"it\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"condition_\",\n \"(_\",\n \"[_\",\n \"\\\"\",\n \"after\",\n \"\\\\u\",\n \"batch\",\n \"\\\"_\",\n \"]_\",\n \",_\",\n \"\\\\u\",\n \"is\",\n \"\\\\u\",\n \"nan_\",\n \")_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"bokeh\",\n \"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"from_\",\n \"blocks_\",\n \"._\",\n \"extras_\",\n \"._\",\n \"extensions_\",\n \"._\",\n \"plot_\",\n \"import_\",\n \"Plot_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"extensions_\",\n \"._\",\n \"append_\",\n \"(_\",\n \"Plot_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"'\",\n \"sketch\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"channels_\",\n \"=_\",\n \"[_\",\n \"[_\",\n \"'\",\n \"cost\",\n \"'_\",\n \"]_\",\n \"]_\",\n \",_\",\n \"every\",\n \"\\\\u\",\n \"n\",\n \"\\\\u\",\n \"batches_\",\n \"=_\",\n \"10_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Construct\",\n \" \",\n \"the\",\n \" \",\n \"main\",\n \" \",\n \"loop\",\n \" \",\n \"and\",\n \" \",\n \"start\",\n \" \",\n \"train\",\n \"ing\",\n \"!\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"main\",\n \"\\\\u\",\n \"loop_\",\n \"=_\",\n \"Main\",\n \"Loop_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"model_\",\n \"=_\",\n \"model_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"data\\\\u\",\n \"stream_\",\n \"=_\",\n \"train\",\n \"\\\\u\",\n \"stream_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"algorithm_\",\n \"=_\",\n \"algorithm_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"extensions_\",\n \"=_\",\n \"extensions_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"main\",\n \"\\\\u\",\n \"loop_\",\n \"._\",\n \"run_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\"\n]","isConversational":false},"label_sequence":{"kind":"list like","value":[4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],"string":"[\n 4,\n 4,\n 4,\n 4,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2\n]","isConversational":false}}},{"rowIdx":178,"cells":{"query_name":{"kind":"string","value":"Unguarded next in generator"},"code_file_path":{"kind":"string","value":"blaze/blaze/blaze/compute/tests/test_postgresql_compute.py"},"context_blocks":{"kind":"list like","value":[{"content":"@pytest.yield_fixture\ndef sql(url):\n ds = dshape('var * {A: string, B: int64}')\n try:\n t = data(url % next(names), dshape=ds)\n except sa.exc.OperationalError as e:\n pytest.skip(str(e))\n else:\n assert t.dshape == ds\n t = data(odo([('a', 1), ('b', 2)], t))\n try:\n yield t\n finally:\n drop(t)","metadata":"root.sql","header":"['module', '___EOS___']","index":51},{"content":"@pytest.yield_fixture\ndef big_sql(url):\n try:\n t = data(url % next(names), dshape='var * {A: string, B: int64}')\n except sa.exc.OperationalError as e:\n pytest.skip(str(e))\n else:\n t = odo(zip(list('a'*100), list(range(100))), t)\n try:\n yield t\n finally:\n drop(t)","metadata":"root.big_sql","header":"['module', '___EOS___']","index":84},{"content":"@pytest.yield_fixture\ndef sqla(url):\n try:\n t = data(url % next(names), dshape='var * {A: ?string, B: ?int32}')\n except sa.exc.OperationalError as e:\n pytest.skip(str(e))\n else:\n t = odo([('a', 1), (None, 1), ('c', None)], t)\n try:\n yield t\n finally:\n drop(t)","metadata":"root.sqla","header":"['module', '___EOS___']","index":98},{"content":"@pytest.yield_fixture\ndef sqlb(url):\n try:\n t = data(url % next(names), dshape='var * {A: string, B: int64}')\n except sa.exc.OperationalError as e:\n pytest.skip(str(e))\n else:\n t = odo([('a', 1), ('b', 2)], t)\n try:\n yield t\n finally:\n drop(t)","metadata":"root.sqlb","header":"['module', '___EOS___']","index":112},{"content":"@pytest.yield_fixture\ndef sql_with_dts(url):\n try:\n t = data(url % next(names), dshape='var * {A: datetime}')\n except sa.exc.OperationalError as e:\n pytest.skip(str(e))\n else:\n t = odo([(d,) for d in pd.date_range('2014-01-01', '2014-02-01')], t)\n try:\n yield t\n finally:\n drop(t)","metadata":"root.sql_with_dts","header":"['module', '___EOS___']","index":126},{"content":"@pytest.yield_fixture\ndef sql_with_timedeltas(url):\n try:\n t = data(url % next(names), dshape='var * {N: timedelta}')\n except sa.exc.OperationalError as e:\n pytest.skip(str(e))\n else:\n t = odo([(timedelta(seconds=n),) for n in range(10)], t)\n try:\n yield t\n finally:\n drop(t)","metadata":"root.sql_with_timedeltas","header":"['module', '___EOS___']","index":140},{"content":"@pytest.yield_fixture\ndef sql_two_tables(url):\n dshape = 'var * {a: int32}'\n try:\n t = data(url % next(names), dshape=dshape)\n u = data(url % next(names), dshape=dshape)\n except sa.exc.OperationalError as e:\n pytest.skip(str(e))\n else:\n try:\n yield u, t\n finally:\n drop(t)\n drop(u)","metadata":"root.sql_two_tables","header":"['module', '___EOS___']","index":154},{"content":"@pytest.yield_fixture\ndef sql_with_float(url):\n try:\n t = data(url % next(names), dshape='var * {c: float64}')\n except sa.exc.OperationalError as e:\n pytest.skip(str(e))\n else:\n try:\n yield t\n finally:\n drop(t)","metadata":"root.sql_with_float","header":"['module', '___EOS___']","index":270}],"string":"[\n {\n \"content\": \"@pytest.yield_fixture\\ndef sql(url):\\n ds = dshape('var * {A: string, B: int64}')\\n try:\\n t = data(url % next(names), dshape=ds)\\n except sa.exc.OperationalError as e:\\n pytest.skip(str(e))\\n else:\\n assert t.dshape == ds\\n t = data(odo([('a', 1), ('b', 2)], t))\\n try:\\n yield t\\n finally:\\n drop(t)\",\n \"metadata\": \"root.sql\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 51\n },\n {\n \"content\": \"@pytest.yield_fixture\\ndef big_sql(url):\\n try:\\n t = data(url % next(names), dshape='var * {A: string, B: int64}')\\n except sa.exc.OperationalError as e:\\n pytest.skip(str(e))\\n else:\\n t = odo(zip(list('a'*100), list(range(100))), t)\\n try:\\n yield t\\n finally:\\n drop(t)\",\n \"metadata\": \"root.big_sql\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 84\n },\n {\n \"content\": \"@pytest.yield_fixture\\ndef sqla(url):\\n try:\\n t = data(url % next(names), dshape='var * {A: ?string, B: ?int32}')\\n except sa.exc.OperationalError as e:\\n pytest.skip(str(e))\\n else:\\n t = odo([('a', 1), (None, 1), ('c', None)], t)\\n try:\\n yield t\\n finally:\\n drop(t)\",\n \"metadata\": \"root.sqla\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 98\n },\n {\n \"content\": \"@pytest.yield_fixture\\ndef sqlb(url):\\n try:\\n t = data(url % next(names), dshape='var * {A: string, B: int64}')\\n except sa.exc.OperationalError as e:\\n pytest.skip(str(e))\\n else:\\n t = odo([('a', 1), ('b', 2)], t)\\n try:\\n yield t\\n finally:\\n drop(t)\",\n \"metadata\": \"root.sqlb\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 112\n },\n {\n \"content\": \"@pytest.yield_fixture\\ndef sql_with_dts(url):\\n try:\\n t = data(url % next(names), dshape='var * {A: datetime}')\\n except sa.exc.OperationalError as e:\\n pytest.skip(str(e))\\n else:\\n t = odo([(d,) for d in pd.date_range('2014-01-01', '2014-02-01')], t)\\n try:\\n yield t\\n finally:\\n drop(t)\",\n \"metadata\": \"root.sql_with_dts\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 126\n },\n {\n \"content\": \"@pytest.yield_fixture\\ndef sql_with_timedeltas(url):\\n try:\\n t = data(url % next(names), dshape='var * {N: timedelta}')\\n except sa.exc.OperationalError as e:\\n pytest.skip(str(e))\\n else:\\n t = odo([(timedelta(seconds=n),) for n in range(10)], t)\\n try:\\n yield t\\n finally:\\n drop(t)\",\n \"metadata\": \"root.sql_with_timedeltas\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 140\n },\n {\n \"content\": \"@pytest.yield_fixture\\ndef sql_two_tables(url):\\n dshape = 'var * {a: int32}'\\n try:\\n t = data(url % next(names), dshape=dshape)\\n u = data(url % next(names), dshape=dshape)\\n except sa.exc.OperationalError as e:\\n pytest.skip(str(e))\\n else:\\n try:\\n yield u, t\\n finally:\\n drop(t)\\n drop(u)\",\n \"metadata\": \"root.sql_two_tables\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 154\n },\n {\n \"content\": \"@pytest.yield_fixture\\ndef sql_with_float(url):\\n try:\\n t = data(url % next(names), dshape='var * {c: float64}')\\n except sa.exc.OperationalError as e:\\n pytest.skip(str(e))\\n else:\\n try:\\n yield t\\n finally:\\n drop(t)\",\n \"metadata\": \"root.sql_with_float\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 270\n }\n]","isConversational":false},"answer_spans":{"kind":"list like","value":[{"span":"next(names),","start_line":55,"start_column":23,"end_line":55,"end_column":34},{"span":"next(names),","start_line":87,"start_column":23,"end_line":87,"end_column":34},{"span":"next(names),","start_line":101,"start_column":23,"end_line":101,"end_column":34},{"span":"next(names),","start_line":115,"start_column":23,"end_line":115,"end_column":34},{"span":"next(names),","start_line":129,"start_column":23,"end_line":129,"end_column":34},{"span":"next(names),","start_line":143,"start_column":23,"end_line":143,"end_column":34},{"span":"next(names),","start_line":158,"start_column":23,"end_line":158,"end_column":34},{"span":"next(names),","start_line":159,"start_column":23,"end_line":159,"end_column":34},{"span":"next(names),","start_line":273,"start_column":23,"end_line":273,"end_column":34}],"string":"[\n {\n \"span\": \"next(names),\",\n \"start_line\": 55,\n \"start_column\": 23,\n \"end_line\": 55,\n \"end_column\": 34\n },\n {\n \"span\": \"next(names),\",\n \"start_line\": 87,\n \"start_column\": 23,\n \"end_line\": 87,\n \"end_column\": 34\n },\n {\n \"span\": \"next(names),\",\n \"start_line\": 101,\n \"start_column\": 23,\n \"end_line\": 101,\n \"end_column\": 34\n },\n {\n \"span\": \"next(names),\",\n \"start_line\": 115,\n \"start_column\": 23,\n \"end_line\": 115,\n \"end_column\": 34\n },\n {\n \"span\": \"next(names),\",\n \"start_line\": 129,\n \"start_column\": 23,\n \"end_line\": 129,\n \"end_column\": 34\n },\n {\n \"span\": \"next(names),\",\n \"start_line\": 143,\n \"start_column\": 23,\n \"end_line\": 143,\n \"end_column\": 34\n },\n {\n \"span\": \"next(names),\",\n \"start_line\": 158,\n \"start_column\": 23,\n \"end_line\": 158,\n \"end_column\": 34\n },\n {\n \"span\": \"next(names),\",\n \"start_line\": 159,\n \"start_column\": 23,\n \"end_line\": 159,\n \"end_column\": 34\n },\n {\n \"span\": \"next(names),\",\n \"start_line\": 273,\n \"start_column\": 23,\n \"end_line\": 273,\n \"end_column\": 34\n }\n]","isConversational":false},"supporting_fact_spans":{"kind":"list like","value":[],"string":"[]","isConversational":false},"example_type":{"kind":"number","value":1,"string":"1"},"single_hop":{"kind":"bool","value":true,"string":"true"},"subtokenized_input_sequence":{"kind":"list like","value":["[CLS]_","Un","guard","ed_","next_","in_","generator_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","@_","pytest_","._","yield","\\u","fixture_","\\u\\u\\uNEWLINE\\u\\u\\u_","def_","sql_","(_","url_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","ds_","=_","dsh","ape_","(_","'","var"," ","*"," ","{","A",":"," ","string",","," ","B",":"," ","int","64","}'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","t_","=_","data_","(_","url_","%_","next_","(_","names_",")_",",_","dsh","ape_","=_","ds_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","except_","sa_","._","exc_","._","Opera","tion","al","Error_","as_","e_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","pytest_","._","skip_","(_","str_","(_","e_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","assert_","t_","._","dsh","ape_","==_","ds_","\\u\\u\\uNEWLINE\\u\\u\\u_","t_","=_","data_","(_","odo","_","(_","[_","(_","'","a","'_",",_","1_",")_",",_","(_","'","b","'_",",_","2_",")_","]_",",_","t_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","yield_","t_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","finally_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","drop_","(_","t_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","@_","pytest_","._","yield","\\u","fixture_","\\u\\u\\uNEWLINE\\u\\u\\u_","def_","big","\\u","sql_","(_","url_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","t_","=_","data_","(_","url_","%_","next_","(_","names_",")_",",_","dsh","ape_","=_","'","var"," ","*"," ","{","A",":"," ","string",","," ","B",":"," ","int","64","}'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","except_","sa_","._","exc_","._","Opera","tion","al","Error_","as_","e_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","pytest_","._","skip_","(_","str_","(_","e_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","t_","=_","odo","_","(_","zip_","(_","list_","(_","'","a","'_","*_","100_",")_",",_","list_","(_","range_","(_","100_",")_",")_",")_",",_","t_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","yield_","t_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","finally_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","drop_","(_","t_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","@_","pytest_","._","yield","\\u","fixture_","\\u\\u\\uNEWLINE\\u\\u\\u_","def_","sqla","_","(_","url_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","t_","=_","data_","(_","url_","%_","next_","(_","names_",")_",",_","dsh","ape_","=_","'","var"," ","*"," ","{","A",":"," ","?","string",","," ","B",":"," ","?","int","32","}'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","except_","sa_","._","exc_","._","Opera","tion","al","Error_","as_","e_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","pytest_","._","skip_","(_","str_","(_","e_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","t_","=_","odo","_","(_","[_","(_","'","a","'_",",_","1_",")_",",_","(_","None_",",_","1_",")_",",_","(_","'","c","'_",",_","None_",")_","]_",",_","t_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","yield_","t_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","finally_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","drop_","(_","t_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","@_","pytest_","._","yield","\\u","fixture_","\\u\\u\\uNEWLINE\\u\\u\\u_","def_","sql","b_","(_","url_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","t_","=_","data_","(_","url_","%_","next_","(_","names_",")_",",_","dsh","ape_","=_","'","var"," ","*"," ","{","A",":"," ","string",","," ","B",":"," ","int","64","}'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","except_","sa_","._","exc_","._","Opera","tion","al","Error_","as_","e_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","pytest_","._","skip_","(_","str_","(_","e_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","t_","=_","odo","_","(_","[_","(_","'","a","'_",",_","1_",")_",",_","(_","'","b","'_",",_","2_",")_","]_",",_","t_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","yield_","t_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","finally_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","drop_","(_","t_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","@_","pytest_","._","yield","\\u","fixture_","\\u\\u\\uNEWLINE\\u\\u\\u_","def_","sql","\\u","with","\\u","dts_","(_","url_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","t_","=_","data_","(_","url_","%_","next_","(_","names_",")_",",_","dsh","ape_","=_","'","var"," ","*"," ","{","A",":"," ","datetime","}'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","except_","sa_","._","exc_","._","Opera","tion","al","Error_","as_","e_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","pytest_","._","skip_","(_","str_","(_","e_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","t_","=_","odo","_","(_","[_","(_","d_",",_",")_","for_","d_","in_","pd_","._","date","\\u","range_","(_","'","2014","-0","1","-0","1","'_",",_","'","2014","-0","2","-0","1","'_",")_","]_",",_","t_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","yield_","t_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","finally_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","drop_","(_","t_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","@_","pytest_","._","yield","\\u","fixture_","\\u\\u\\uNEWLINE\\u\\u\\u_","def_","sql","\\u","with","\\u","timedelta","s_","(_","url_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","t_","=_","data_","(_","url_","%_","next_","(_","names_",")_",",_","dsh","ape_","=_","'","var"," ","*"," ","{","N",":"," ","timedelta","}'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","except_","sa_","._","exc_","._","Opera","tion","al","Error_","as_","e_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","pytest_","._","skip_","(_","str_","(_","e_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","t_","=_","odo","_","(_","[_","(_","timedelta_","(_","seconds_","=_","n_",")_",",_",")_","for_","n_","in_","range_","(_","10_",")_","]_",",_","t_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","yield_","t_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","finally_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","drop_","(_","t_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","@_","pytest_","._","yield","\\u","fixture_","\\u\\u\\uNEWLINE\\u\\u\\u_","def_","sql","\\u","two","\\u","tables_","(_","url_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","dsh","ape_","=_","'","var"," ","*"," ","{","a",":"," ","int","32","}'_","\\u\\u\\uNEWLINE\\u\\u\\u_","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","t_","=_","data_","(_","url_","%_","next_","(_","names_",")_",",_","dsh","ape_","=_","dsh","ape_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","u_","=_","data_","(_","url_","%_","next_","(_","names_",")_",",_","dsh","ape_","=_","dsh","ape_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","except_","sa_","._","exc_","._","Opera","tion","al","Error_","as_","e_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","pytest_","._","skip_","(_","str_","(_","e_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","yield_","u_",",_","t_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","finally_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","drop_","(_","t_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","drop_","(_","u_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","@_","pytest_","._","yield","\\u","fixture_","\\u\\u\\uNEWLINE\\u\\u\\u_","def_","sql","\\u","with","\\u","float_","(_","url_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","t_","=_","data_","(_","url_","%_","next_","(_","names_",")_",",_","dsh","ape_","=_","'","var"," ","*"," ","{","c",":"," ","float","64","}'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","except_","sa_","._","exc_","._","Opera","tion","al","Error_","as_","e_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","pytest_","._","skip_","(_","str_","(_","e_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","yield_","t_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","finally_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","drop_","(_","t_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_"],"string":"[\n \"[CLS]_\",\n \"Un\",\n \"guard\",\n \"ed_\",\n \"next_\",\n \"in_\",\n \"generator_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"@_\",\n \"pytest_\",\n \"._\",\n \"yield\",\n \"\\\\u\",\n \"fixture_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"sql_\",\n \"(_\",\n \"url_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"ds_\",\n \"=_\",\n \"dsh\",\n \"ape_\",\n \"(_\",\n \"'\",\n \"var\",\n \" \",\n \"*\",\n \" \",\n \"{\",\n \"A\",\n \":\",\n \" \",\n \"string\",\n \",\",\n \" \",\n \"B\",\n \":\",\n \" \",\n \"int\",\n \"64\",\n \"}'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"t_\",\n \"=_\",\n \"data_\",\n \"(_\",\n \"url_\",\n \"%_\",\n \"next_\",\n \"(_\",\n \"names_\",\n \")_\",\n \",_\",\n \"dsh\",\n \"ape_\",\n \"=_\",\n \"ds_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"except_\",\n \"sa_\",\n \"._\",\n \"exc_\",\n \"._\",\n \"Opera\",\n \"tion\",\n \"al\",\n \"Error_\",\n \"as_\",\n \"e_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"pytest_\",\n \"._\",\n \"skip_\",\n \"(_\",\n \"str_\",\n \"(_\",\n \"e_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"assert_\",\n \"t_\",\n \"._\",\n \"dsh\",\n \"ape_\",\n \"==_\",\n \"ds_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"t_\",\n \"=_\",\n \"data_\",\n \"(_\",\n \"odo\",\n \"_\",\n \"(_\",\n \"[_\",\n \"(_\",\n \"'\",\n \"a\",\n \"'_\",\n \",_\",\n \"1_\",\n \")_\",\n \",_\",\n \"(_\",\n \"'\",\n \"b\",\n \"'_\",\n \",_\",\n \"2_\",\n \")_\",\n \"]_\",\n \",_\",\n \"t_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"yield_\",\n \"t_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"finally_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"drop_\",\n \"(_\",\n \"t_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"@_\",\n \"pytest_\",\n \"._\",\n \"yield\",\n \"\\\\u\",\n \"fixture_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"big\",\n \"\\\\u\",\n \"sql_\",\n \"(_\",\n \"url_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"t_\",\n \"=_\",\n \"data_\",\n \"(_\",\n \"url_\",\n \"%_\",\n \"next_\",\n \"(_\",\n \"names_\",\n \")_\",\n \",_\",\n \"dsh\",\n \"ape_\",\n \"=_\",\n \"'\",\n \"var\",\n \" \",\n \"*\",\n \" \",\n \"{\",\n \"A\",\n \":\",\n \" \",\n \"string\",\n \",\",\n \" \",\n \"B\",\n \":\",\n \" \",\n \"int\",\n \"64\",\n \"}'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"except_\",\n \"sa_\",\n \"._\",\n \"exc_\",\n \"._\",\n \"Opera\",\n \"tion\",\n \"al\",\n \"Error_\",\n \"as_\",\n \"e_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"pytest_\",\n \"._\",\n \"skip_\",\n \"(_\",\n \"str_\",\n \"(_\",\n \"e_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"t_\",\n \"=_\",\n \"odo\",\n \"_\",\n \"(_\",\n \"zip_\",\n \"(_\",\n \"list_\",\n \"(_\",\n \"'\",\n \"a\",\n \"'_\",\n \"*_\",\n \"100_\",\n \")_\",\n \",_\",\n \"list_\",\n \"(_\",\n \"range_\",\n \"(_\",\n \"100_\",\n \")_\",\n \")_\",\n \")_\",\n \",_\",\n \"t_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"yield_\",\n \"t_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"finally_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"drop_\",\n \"(_\",\n \"t_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"@_\",\n \"pytest_\",\n \"._\",\n \"yield\",\n \"\\\\u\",\n \"fixture_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"sqla\",\n \"_\",\n \"(_\",\n \"url_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"t_\",\n \"=_\",\n \"data_\",\n \"(_\",\n \"url_\",\n \"%_\",\n \"next_\",\n \"(_\",\n \"names_\",\n \")_\",\n \",_\",\n \"dsh\",\n \"ape_\",\n \"=_\",\n \"'\",\n \"var\",\n \" \",\n \"*\",\n \" \",\n \"{\",\n \"A\",\n \":\",\n \" \",\n \"?\",\n \"string\",\n \",\",\n \" \",\n \"B\",\n \":\",\n \" \",\n \"?\",\n \"int\",\n \"32\",\n \"}'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"except_\",\n \"sa_\",\n \"._\",\n \"exc_\",\n \"._\",\n \"Opera\",\n \"tion\",\n \"al\",\n \"Error_\",\n \"as_\",\n \"e_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"pytest_\",\n \"._\",\n \"skip_\",\n \"(_\",\n \"str_\",\n \"(_\",\n \"e_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"t_\",\n \"=_\",\n \"odo\",\n \"_\",\n \"(_\",\n \"[_\",\n \"(_\",\n \"'\",\n \"a\",\n \"'_\",\n \",_\",\n \"1_\",\n \")_\",\n \",_\",\n \"(_\",\n \"None_\",\n \",_\",\n \"1_\",\n \")_\",\n \",_\",\n \"(_\",\n \"'\",\n \"c\",\n \"'_\",\n \",_\",\n \"None_\",\n \")_\",\n \"]_\",\n \",_\",\n \"t_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"yield_\",\n \"t_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"finally_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"drop_\",\n \"(_\",\n \"t_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"@_\",\n \"pytest_\",\n \"._\",\n \"yield\",\n \"\\\\u\",\n \"fixture_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"sql\",\n \"b_\",\n \"(_\",\n \"url_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"t_\",\n \"=_\",\n \"data_\",\n \"(_\",\n \"url_\",\n \"%_\",\n \"next_\",\n \"(_\",\n \"names_\",\n \")_\",\n \",_\",\n \"dsh\",\n \"ape_\",\n \"=_\",\n \"'\",\n \"var\",\n \" \",\n \"*\",\n \" \",\n \"{\",\n \"A\",\n \":\",\n \" \",\n \"string\",\n \",\",\n \" \",\n \"B\",\n \":\",\n \" \",\n \"int\",\n \"64\",\n \"}'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"except_\",\n \"sa_\",\n \"._\",\n \"exc_\",\n \"._\",\n \"Opera\",\n \"tion\",\n \"al\",\n \"Error_\",\n \"as_\",\n \"e_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"pytest_\",\n \"._\",\n \"skip_\",\n \"(_\",\n \"str_\",\n \"(_\",\n \"e_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"t_\",\n \"=_\",\n \"odo\",\n \"_\",\n \"(_\",\n \"[_\",\n \"(_\",\n \"'\",\n \"a\",\n \"'_\",\n \",_\",\n \"1_\",\n \")_\",\n \",_\",\n \"(_\",\n \"'\",\n \"b\",\n \"'_\",\n \",_\",\n \"2_\",\n \")_\",\n \"]_\",\n \",_\",\n \"t_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"yield_\",\n \"t_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"finally_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"drop_\",\n \"(_\",\n \"t_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"@_\",\n \"pytest_\",\n \"._\",\n \"yield\",\n \"\\\\u\",\n \"fixture_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"sql\",\n \"\\\\u\",\n \"with\",\n \"\\\\u\",\n \"dts_\",\n \"(_\",\n \"url_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"t_\",\n \"=_\",\n \"data_\",\n \"(_\",\n \"url_\",\n \"%_\",\n \"next_\",\n \"(_\",\n \"names_\",\n \")_\",\n \",_\",\n \"dsh\",\n \"ape_\",\n \"=_\",\n \"'\",\n \"var\",\n \" \",\n \"*\",\n \" \",\n \"{\",\n \"A\",\n \":\",\n \" \",\n \"datetime\",\n \"}'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"except_\",\n \"sa_\",\n \"._\",\n \"exc_\",\n \"._\",\n \"Opera\",\n \"tion\",\n \"al\",\n \"Error_\",\n \"as_\",\n \"e_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"pytest_\",\n \"._\",\n \"skip_\",\n \"(_\",\n \"str_\",\n \"(_\",\n \"e_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"t_\",\n \"=_\",\n \"odo\",\n \"_\",\n \"(_\",\n \"[_\",\n \"(_\",\n \"d_\",\n \",_\",\n \")_\",\n \"for_\",\n \"d_\",\n \"in_\",\n \"pd_\",\n \"._\",\n \"date\",\n \"\\\\u\",\n \"range_\",\n \"(_\",\n \"'\",\n \"2014\",\n \"-0\",\n \"1\",\n \"-0\",\n \"1\",\n \"'_\",\n \",_\",\n \"'\",\n \"2014\",\n \"-0\",\n \"2\",\n \"-0\",\n \"1\",\n \"'_\",\n \")_\",\n \"]_\",\n \",_\",\n \"t_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"yield_\",\n \"t_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"finally_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"drop_\",\n \"(_\",\n \"t_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"@_\",\n \"pytest_\",\n \"._\",\n \"yield\",\n \"\\\\u\",\n \"fixture_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"sql\",\n \"\\\\u\",\n \"with\",\n \"\\\\u\",\n \"timedelta\",\n \"s_\",\n \"(_\",\n \"url_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"t_\",\n \"=_\",\n \"data_\",\n \"(_\",\n \"url_\",\n \"%_\",\n \"next_\",\n \"(_\",\n \"names_\",\n \")_\",\n \",_\",\n \"dsh\",\n \"ape_\",\n \"=_\",\n \"'\",\n \"var\",\n \" \",\n \"*\",\n \" \",\n \"{\",\n \"N\",\n \":\",\n \" \",\n \"timedelta\",\n \"}'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"except_\",\n \"sa_\",\n \"._\",\n \"exc_\",\n \"._\",\n \"Opera\",\n \"tion\",\n \"al\",\n \"Error_\",\n \"as_\",\n \"e_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"pytest_\",\n \"._\",\n \"skip_\",\n \"(_\",\n \"str_\",\n \"(_\",\n \"e_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"t_\",\n \"=_\",\n \"odo\",\n \"_\",\n \"(_\",\n \"[_\",\n \"(_\",\n \"timedelta_\",\n \"(_\",\n \"seconds_\",\n \"=_\",\n \"n_\",\n \")_\",\n \",_\",\n \")_\",\n \"for_\",\n \"n_\",\n \"in_\",\n \"range_\",\n \"(_\",\n \"10_\",\n \")_\",\n \"]_\",\n \",_\",\n \"t_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"yield_\",\n \"t_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"finally_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"drop_\",\n \"(_\",\n \"t_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"@_\",\n \"pytest_\",\n \"._\",\n \"yield\",\n \"\\\\u\",\n \"fixture_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"sql\",\n \"\\\\u\",\n \"two\",\n \"\\\\u\",\n \"tables_\",\n \"(_\",\n \"url_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"dsh\",\n \"ape_\",\n \"=_\",\n \"'\",\n \"var\",\n \" \",\n \"*\",\n \" \",\n \"{\",\n \"a\",\n \":\",\n \" \",\n \"int\",\n \"32\",\n \"}'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"t_\",\n \"=_\",\n \"data_\",\n \"(_\",\n \"url_\",\n \"%_\",\n \"next_\",\n \"(_\",\n \"names_\",\n \")_\",\n \",_\",\n \"dsh\",\n \"ape_\",\n \"=_\",\n \"dsh\",\n \"ape_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"u_\",\n \"=_\",\n \"data_\",\n \"(_\",\n \"url_\",\n \"%_\",\n \"next_\",\n \"(_\",\n \"names_\",\n \")_\",\n \",_\",\n \"dsh\",\n \"ape_\",\n \"=_\",\n \"dsh\",\n \"ape_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"except_\",\n \"sa_\",\n \"._\",\n \"exc_\",\n \"._\",\n \"Opera\",\n \"tion\",\n \"al\",\n \"Error_\",\n \"as_\",\n \"e_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"pytest_\",\n \"._\",\n \"skip_\",\n \"(_\",\n \"str_\",\n \"(_\",\n \"e_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"yield_\",\n \"u_\",\n \",_\",\n \"t_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"finally_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"drop_\",\n \"(_\",\n \"t_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"drop_\",\n \"(_\",\n \"u_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"@_\",\n \"pytest_\",\n \"._\",\n \"yield\",\n \"\\\\u\",\n \"fixture_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"sql\",\n \"\\\\u\",\n \"with\",\n \"\\\\u\",\n \"float_\",\n \"(_\",\n \"url_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"t_\",\n \"=_\",\n \"data_\",\n \"(_\",\n \"url_\",\n \"%_\",\n \"next_\",\n \"(_\",\n \"names_\",\n \")_\",\n \",_\",\n \"dsh\",\n \"ape_\",\n \"=_\",\n \"'\",\n \"var\",\n \" \",\n \"*\",\n \" \",\n \"{\",\n \"c\",\n \":\",\n \" \",\n \"float\",\n \"64\",\n \"}'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"except_\",\n \"sa_\",\n \"._\",\n \"exc_\",\n \"._\",\n \"Opera\",\n \"tion\",\n \"al\",\n \"Error_\",\n \"as_\",\n \"e_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"pytest_\",\n \"._\",\n \"skip_\",\n \"(_\",\n \"str_\",\n \"(_\",\n \"e_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"yield_\",\n \"t_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"finally_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"drop_\",\n \"(_\",\n \"t_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\"\n]","isConversational":false},"label_sequence":{"kind":"list like","value":[4,4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],"string":"[\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2\n]","isConversational":false}}},{"rowIdx":179,"cells":{"query_name":{"kind":"string","value":"Unused local variable"},"code_file_path":{"kind":"string","value":"neuropoly/spinalcordtoolbox/dev/sct_register_graymatter/sct_register_graymatter.py"},"context_blocks":{"kind":"list like","value":[{"content":"def wm_registration(param, smooth=False, init=False):\n path, fixed_name, ext = sct.extract_fname(param.fname_fixed)\n path_moving, moving_name, ext = sct.extract_fname(param.fname_moving)\n path, fixed_seg_name, ext = sct.extract_fname(param.fname_seg_fixed)\n path_moving_seg, moving_seg_name, ext = sct.extract_fname(param.fname_seg_moving)\n\n # cropping in x & y directions\n fixed_name_temp = fixed_name + \"_crop\"\n cmd = \"sct_crop_image -i \" + fixed_name + ext + \" -o \" + fixed_name_temp + ext + \" -m \" + fixed_seg_name + ext + \" -shift 5,5 -dim 0,1\"\n sct.run(cmd)\n fixed_name = fixed_name_temp\n\n fixed_seg_name_temp = fixed_seg_name+\"_crop\"\n sct.run(\"sct_crop_image -i \" + fixed_seg_name + ext + \" -o \" + fixed_seg_name_temp + ext + \" -m \" + fixed_seg_name + ext + \" -shift 5,5 -dim 0,1\")\n fixed_seg_name = fixed_seg_name_temp\n\n # padding the images\n moving_name_pad = moving_name+\"_pad\"\n fixed_name_pad = fixed_name+\"_pad\"\n sct.run('sct_maths -i '+path_moving+moving_name+ext+' -o '+moving_name_pad+ext+' -pad 0,0,'+str(param.padding))\n sct.run('sct_maths -i '+fixed_name+ext+' -o '+fixed_name_pad+ext+' -pad 0,0,'+str(param.padding))\n moving_name = moving_name_pad\n fixed_name = fixed_name_pad\n\n moving_seg_name_pad = moving_seg_name+\"_pad\"\n sct.run('sct_maths -i '+path_moving_seg+moving_seg_name+ext+' -o '+moving_seg_name_pad+ext+' -pad 0,0,'+str(param.padding))\n moving_seg_name = moving_seg_name_pad\n\n fixed_seg_name_pad = fixed_seg_name+\"_pad\"\n sct.run('sct_maths -i '+fixed_seg_name+ext+' -o '+fixed_seg_name_pad+ext+' -pad 0,0,'+str(param.padding))\n fixed_seg_name = fixed_seg_name_pad\n\n if param.metric == 'MeanSquares':\n # offset\n old_min = 0\n old_max = 1\n new_min = 100\n new_max = 200\n\n fixed_im = Image(fixed_name+ext)\n fixed_im.data = (fixed_im.data - old_min)*(new_max - new_min)/(old_max - old_min) + new_min\n fixed_im.save()\n\n moving_im = Image(moving_name+ext)\n moving_im.data = (moving_im.data - old_min)*(new_max - new_min)/(old_max - old_min) + new_min\n moving_im.save()\n\n if smooth:\n # smoothing the images to register\n sct.printv('\\nSmoothing the images...', verbose, 'normal')\n fixed_smooth = fixed_name+'_smooth'\n moving_smooth = moving_name+'_smooth'\n sct.run('sct_maths -i '+fixed_name+ext+' -smooth 1 -o '+fixed_smooth+ext)\n sct.run('sct_maths -i '+moving_name+ext+' -smooth 1 -o '+moving_smooth+ext)\n fixed_name = fixed_smooth\n moving_name = moving_smooth\n\n # registration of the gray matter\n sct.printv('\\nDeforming the image...', verbose, 'normal')\n moving_name_reg = moving_name+\"_deformed\"\n\n param_multimodal_reg = 'step=1,type=seg,algo=slicereg,metric=MeanSquares:step=2,type=im,algo=bsplinesyn,metric=MeanSquares,iter=5,shrink=2'\n if param.transformation == 'BSplineSyN':\n transfo_params = ',3,0'\n elif param.transformation == 'SyN': # SyN gives bad results...\n transfo_params = ',1,1'\n else:\n transfo_params = ''\n\n cmd = 'sct_register_multimodal -i '+moving_name+ext+' -d '+fixed_name+ext+' -iseg '+moving_seg_name+ext+' -dseg '+fixed_seg_name+ext+' -p '+param_multimodal_reg+' -o '+moving_name_reg\n ext_multimodal = '.nii'\n '''\n cmd = 'isct_antsRegistration --dimensionality 3 --interpolation '+param.interpolation+' --transform '+param.transformation+'['+param.gradient_step+transfo_params+'] --metric '+param.metric+'['+fixed_name+ext+','+moving_name+ext+',1,4] --output ['+moving_name_reg+','+moving_name_reg+ext+'] --convergence '+param.iteration+' --shrink-factors 1x1 --smoothing-sigmas 0x0 '\n if init:\n # initialize the transformation using the intensity\n cmd += ' -r ['+fixed_name+ext+','+moving_name+ext+',1] '\n\n cmd += \" --masks [\"+fixed_seg_name+ext+\",\"+moving_seg_name + ext + \"]\"\n # cmd += \" -m [\"+fixed_seg_name+\".nii,\"+moving_seg_name+\".nii]\"\n '''\n sct.run(cmd)\n\n if init:\n # transform the .mat warping field into a nifti file:\n warp0_mat = moving_name_reg+'0GenericAffine.mat'\n warp0, warp0_inv = transform_mat_to_warp(warp0_mat, moving_name_reg+ext, fixed_name+ext)\n if param.transformation == 'Affine':\n warp_tot = warp0\n inverse_warp_tot = warp0_inv\n else:\n warp1 = moving_name_reg+'1Warp.nii.gz'\n warp1_inv = moving_name_reg+'1InverseWarp.nii.gz'\n\n # Concatenate the warping fields from the 2 steps into a warp total and an inverse\n warp_tot = moving_name_reg+'_warp_tot'+ext\n inverse_warp_tot = moving_name_reg+'_inverse_warp_tot'+ext\n\n sct.run('sct_concat_transfo -w '+warp0+','+warp1+' -d '+fixed_name+ext+' -o '+warp_tot)\n sct.run('sct_concat_transfo -w '+warp1_inv+','+warp0_inv+' -d '+moving_name+ext+' -o '+inverse_warp_tot)\n else:\n warp_tot = moving_name_reg+'0Warp.nii.gz'\n inverse_warp_tot = moving_name_reg+'0InverseWarp.nii.gz'\n\n\n if param.metric == 'MeanSquares':\n # removing offset\n fixed_im = Image(fixed_name+ext)\n fixed_im.data = (fixed_im.data - new_min)*(old_max - old_min)/(new_max - new_min) + old_min\n fixed_im.save()\n\n moving_im = Image(moving_name_reg+ext_multimodal)\n moving_im.data = (moving_im.data - new_min)*(old_max - old_min)/(new_max - new_min) + old_min\n moving_im.save()\n\n\n # un-padding the images\n moving_name_unpad = moving_name_reg+\"_unpadded\"\n fixed_name_unpad = fixed_name+\"_unpadded\"\n sct.run(\"sct_crop_image -i \"+moving_name_reg+ext+\" -dim 2 -start \"+str(int(param.padding))+\" -end -\"+param.padding+\" -o \"+moving_name_unpad+ext)\n sct.run(\"sct_crop_image -i \"+fixed_name+ext+\" -dim 2 -start \"+str(int(param.padding))+\" -end -\"+param.padding+\" -o \"+fixed_name_unpad+ext)\n\n '''\n # warp_tot = moving_name_reg+\"0Warp.nii.gz\"\n # inverse_warp_tot = moving_name_reg+\"0InverseWarp.nii.gz\"\n warp_unpad = sct.add_suffix(warp_tot, '_unpad') # moving_name_reg+\"0Warp_unpad.nii.gz\"\n inverse_warp_unpad = sct.add_suffix(inverse_warp_tot, '_unpad') # moving_name_reg+\"0InverseWarp_unpad.nii.gz\"\n sct.run(\"sct_crop_image -i \"+warp_tot+\" -dim 2 -start \"+str(int(param.padding))+\" -end -\"+param.padding+\" -o \"+warp_unpad)\n sct.run(\"sct_crop_image -i \"+inverse_warp_tot+\" -dim 2 -start \"+str(int(param.padding))+\" -end -\"+param.padding+\" -o \"+inverse_warp_unpad)\n '''\n\n\n path_output, file_output, ext_output = sct.extract_fname(param.fname_output)\n warp_output = file_output+\"_Warp\"+ext_output\n inverse_warp_output = file_output+\"_InverseWarp\"+ext_output\n\n\n # with multimodal_reg\n sct.run(\"mv warp_\"+moving_name+\"2\"+fixed_name+\".nii.gz \"+warp_output)\n sct.run(\"mv warp_\"+fixed_name+\"2\"+moving_name+\".nii.gz \"+inverse_warp_output)\n '''\n # with antsReg\n sct.run(\"mv \"+warp_unpad+\" \"+warp_output)\n sct.run(\"mv \"+inverse_warp_unpad+\" \"+inverse_warp_output)\n '''\n\n moving_name_out = file_output+ext_output\n # put the result and the reference in the same space using a registration with ANTs with no iteration:\n sct.run('isct_antsRegistration -d 3 -t Translation[0] -m MI['+fixed_name_unpad+ext+','+moving_name_unpad+ext+',1,16] -o [regAffine,'+moving_name_out+'] -n BSpline[3] -c 0 -f 1 -s 0')\n\n return warp_output, inverse_warp_output","metadata":"root.wm_registration","header":"['module', '___EOS___']","index":78}],"string":"[\n {\n \"content\": \"def wm_registration(param, smooth=False, init=False):\\n path, fixed_name, ext = sct.extract_fname(param.fname_fixed)\\n path_moving, moving_name, ext = sct.extract_fname(param.fname_moving)\\n path, fixed_seg_name, ext = sct.extract_fname(param.fname_seg_fixed)\\n path_moving_seg, moving_seg_name, ext = sct.extract_fname(param.fname_seg_moving)\\n\\n # cropping in x & y directions\\n fixed_name_temp = fixed_name + \\\"_crop\\\"\\n cmd = \\\"sct_crop_image -i \\\" + fixed_name + ext + \\\" -o \\\" + fixed_name_temp + ext + \\\" -m \\\" + fixed_seg_name + ext + \\\" -shift 5,5 -dim 0,1\\\"\\n sct.run(cmd)\\n fixed_name = fixed_name_temp\\n\\n fixed_seg_name_temp = fixed_seg_name+\\\"_crop\\\"\\n sct.run(\\\"sct_crop_image -i \\\" + fixed_seg_name + ext + \\\" -o \\\" + fixed_seg_name_temp + ext + \\\" -m \\\" + fixed_seg_name + ext + \\\" -shift 5,5 -dim 0,1\\\")\\n fixed_seg_name = fixed_seg_name_temp\\n\\n # padding the images\\n moving_name_pad = moving_name+\\\"_pad\\\"\\n fixed_name_pad = fixed_name+\\\"_pad\\\"\\n sct.run('sct_maths -i '+path_moving+moving_name+ext+' -o '+moving_name_pad+ext+' -pad 0,0,'+str(param.padding))\\n sct.run('sct_maths -i '+fixed_name+ext+' -o '+fixed_name_pad+ext+' -pad 0,0,'+str(param.padding))\\n moving_name = moving_name_pad\\n fixed_name = fixed_name_pad\\n\\n moving_seg_name_pad = moving_seg_name+\\\"_pad\\\"\\n sct.run('sct_maths -i '+path_moving_seg+moving_seg_name+ext+' -o '+moving_seg_name_pad+ext+' -pad 0,0,'+str(param.padding))\\n moving_seg_name = moving_seg_name_pad\\n\\n fixed_seg_name_pad = fixed_seg_name+\\\"_pad\\\"\\n sct.run('sct_maths -i '+fixed_seg_name+ext+' -o '+fixed_seg_name_pad+ext+' -pad 0,0,'+str(param.padding))\\n fixed_seg_name = fixed_seg_name_pad\\n\\n if param.metric == 'MeanSquares':\\n # offset\\n old_min = 0\\n old_max = 1\\n new_min = 100\\n new_max = 200\\n\\n fixed_im = Image(fixed_name+ext)\\n fixed_im.data = (fixed_im.data - old_min)*(new_max - new_min)/(old_max - old_min) + new_min\\n fixed_im.save()\\n\\n moving_im = Image(moving_name+ext)\\n moving_im.data = (moving_im.data - old_min)*(new_max - new_min)/(old_max - old_min) + new_min\\n moving_im.save()\\n\\n if smooth:\\n # smoothing the images to register\\n sct.printv('\\\\nSmoothing the images...', verbose, 'normal')\\n fixed_smooth = fixed_name+'_smooth'\\n moving_smooth = moving_name+'_smooth'\\n sct.run('sct_maths -i '+fixed_name+ext+' -smooth 1 -o '+fixed_smooth+ext)\\n sct.run('sct_maths -i '+moving_name+ext+' -smooth 1 -o '+moving_smooth+ext)\\n fixed_name = fixed_smooth\\n moving_name = moving_smooth\\n\\n # registration of the gray matter\\n sct.printv('\\\\nDeforming the image...', verbose, 'normal')\\n moving_name_reg = moving_name+\\\"_deformed\\\"\\n\\n param_multimodal_reg = 'step=1,type=seg,algo=slicereg,metric=MeanSquares:step=2,type=im,algo=bsplinesyn,metric=MeanSquares,iter=5,shrink=2'\\n if param.transformation == 'BSplineSyN':\\n transfo_params = ',3,0'\\n elif param.transformation == 'SyN': # SyN gives bad results...\\n transfo_params = ',1,1'\\n else:\\n transfo_params = ''\\n\\n cmd = 'sct_register_multimodal -i '+moving_name+ext+' -d '+fixed_name+ext+' -iseg '+moving_seg_name+ext+' -dseg '+fixed_seg_name+ext+' -p '+param_multimodal_reg+' -o '+moving_name_reg\\n ext_multimodal = '.nii'\\n '''\\n cmd = 'isct_antsRegistration --dimensionality 3 --interpolation '+param.interpolation+' --transform '+param.transformation+'['+param.gradient_step+transfo_params+'] --metric '+param.metric+'['+fixed_name+ext+','+moving_name+ext+',1,4] --output ['+moving_name_reg+','+moving_name_reg+ext+'] --convergence '+param.iteration+' --shrink-factors 1x1 --smoothing-sigmas 0x0 '\\n if init:\\n # initialize the transformation using the intensity\\n cmd += ' -r ['+fixed_name+ext+','+moving_name+ext+',1] '\\n\\n cmd += \\\" --masks [\\\"+fixed_seg_name+ext+\\\",\\\"+moving_seg_name + ext + \\\"]\\\"\\n # cmd += \\\" -m [\\\"+fixed_seg_name+\\\".nii,\\\"+moving_seg_name+\\\".nii]\\\"\\n '''\\n sct.run(cmd)\\n\\n if init:\\n # transform the .mat warping field into a nifti file:\\n warp0_mat = moving_name_reg+'0GenericAffine.mat'\\n warp0, warp0_inv = transform_mat_to_warp(warp0_mat, moving_name_reg+ext, fixed_name+ext)\\n if param.transformation == 'Affine':\\n warp_tot = warp0\\n inverse_warp_tot = warp0_inv\\n else:\\n warp1 = moving_name_reg+'1Warp.nii.gz'\\n warp1_inv = moving_name_reg+'1InverseWarp.nii.gz'\\n\\n # Concatenate the warping fields from the 2 steps into a warp total and an inverse\\n warp_tot = moving_name_reg+'_warp_tot'+ext\\n inverse_warp_tot = moving_name_reg+'_inverse_warp_tot'+ext\\n\\n sct.run('sct_concat_transfo -w '+warp0+','+warp1+' -d '+fixed_name+ext+' -o '+warp_tot)\\n sct.run('sct_concat_transfo -w '+warp1_inv+','+warp0_inv+' -d '+moving_name+ext+' -o '+inverse_warp_tot)\\n else:\\n warp_tot = moving_name_reg+'0Warp.nii.gz'\\n inverse_warp_tot = moving_name_reg+'0InverseWarp.nii.gz'\\n\\n\\n if param.metric == 'MeanSquares':\\n # removing offset\\n fixed_im = Image(fixed_name+ext)\\n fixed_im.data = (fixed_im.data - new_min)*(old_max - old_min)/(new_max - new_min) + old_min\\n fixed_im.save()\\n\\n moving_im = Image(moving_name_reg+ext_multimodal)\\n moving_im.data = (moving_im.data - new_min)*(old_max - old_min)/(new_max - new_min) + old_min\\n moving_im.save()\\n\\n\\n # un-padding the images\\n moving_name_unpad = moving_name_reg+\\\"_unpadded\\\"\\n fixed_name_unpad = fixed_name+\\\"_unpadded\\\"\\n sct.run(\\\"sct_crop_image -i \\\"+moving_name_reg+ext+\\\" -dim 2 -start \\\"+str(int(param.padding))+\\\" -end -\\\"+param.padding+\\\" -o \\\"+moving_name_unpad+ext)\\n sct.run(\\\"sct_crop_image -i \\\"+fixed_name+ext+\\\" -dim 2 -start \\\"+str(int(param.padding))+\\\" -end -\\\"+param.padding+\\\" -o \\\"+fixed_name_unpad+ext)\\n\\n '''\\n # warp_tot = moving_name_reg+\\\"0Warp.nii.gz\\\"\\n # inverse_warp_tot = moving_name_reg+\\\"0InverseWarp.nii.gz\\\"\\n warp_unpad = sct.add_suffix(warp_tot, '_unpad') # moving_name_reg+\\\"0Warp_unpad.nii.gz\\\"\\n inverse_warp_unpad = sct.add_suffix(inverse_warp_tot, '_unpad') # moving_name_reg+\\\"0InverseWarp_unpad.nii.gz\\\"\\n sct.run(\\\"sct_crop_image -i \\\"+warp_tot+\\\" -dim 2 -start \\\"+str(int(param.padding))+\\\" -end -\\\"+param.padding+\\\" -o \\\"+warp_unpad)\\n sct.run(\\\"sct_crop_image -i \\\"+inverse_warp_tot+\\\" -dim 2 -start \\\"+str(int(param.padding))+\\\" -end -\\\"+param.padding+\\\" -o \\\"+inverse_warp_unpad)\\n '''\\n\\n\\n path_output, file_output, ext_output = sct.extract_fname(param.fname_output)\\n warp_output = file_output+\\\"_Warp\\\"+ext_output\\n inverse_warp_output = file_output+\\\"_InverseWarp\\\"+ext_output\\n\\n\\n # with multimodal_reg\\n sct.run(\\\"mv warp_\\\"+moving_name+\\\"2\\\"+fixed_name+\\\".nii.gz \\\"+warp_output)\\n sct.run(\\\"mv warp_\\\"+fixed_name+\\\"2\\\"+moving_name+\\\".nii.gz \\\"+inverse_warp_output)\\n '''\\n # with antsReg\\n sct.run(\\\"mv \\\"+warp_unpad+\\\" \\\"+warp_output)\\n sct.run(\\\"mv \\\"+inverse_warp_unpad+\\\" \\\"+inverse_warp_output)\\n '''\\n\\n moving_name_out = file_output+ext_output\\n # put the result and the reference in the same space using a registration with ANTs with no iteration:\\n sct.run('isct_antsRegistration -d 3 -t Translation[0] -m MI['+fixed_name_unpad+ext+','+moving_name_unpad+ext+',1,16] -o [regAffine,'+moving_name_out+'] -n BSpline[3] -c 0 -f 1 -s 0')\\n\\n return warp_output, inverse_warp_output\",\n \"metadata\": \"root.wm_registration\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 78\n }\n]","isConversational":false},"answer_spans":{"kind":"list like","value":[{"span":"transfo_params ","start_line":141,"start_column":8,"end_line":141,"end_column":22},{"span":"transfo_params ","start_line":143,"start_column":8,"end_line":143,"end_column":22},{"span":"transfo_params ","start_line":145,"start_column":8,"end_line":145,"end_column":22},{"span":"warp_tot ","start_line":165,"start_column":12,"end_line":165,"end_column":20},{"span":"inverse_warp_tot ","start_line":166,"start_column":12,"end_line":166,"end_column":28},{"span":"warp_tot ","start_line":178,"start_column":8,"end_line":178,"end_column":16},{"span":"inverse_warp_tot ","start_line":179,"start_column":8,"end_line":179,"end_column":24}],"string":"[\n {\n \"span\": \"transfo_params \",\n \"start_line\": 141,\n \"start_column\": 8,\n \"end_line\": 141,\n \"end_column\": 22\n },\n {\n \"span\": \"transfo_params \",\n \"start_line\": 143,\n \"start_column\": 8,\n \"end_line\": 143,\n \"end_column\": 22\n },\n {\n \"span\": \"transfo_params \",\n \"start_line\": 145,\n \"start_column\": 8,\n \"end_line\": 145,\n \"end_column\": 22\n },\n {\n \"span\": \"warp_tot \",\n \"start_line\": 165,\n \"start_column\": 12,\n \"end_line\": 165,\n \"end_column\": 20\n },\n {\n \"span\": \"inverse_warp_tot \",\n \"start_line\": 166,\n \"start_column\": 12,\n \"end_line\": 166,\n \"end_column\": 28\n },\n {\n \"span\": \"warp_tot \",\n \"start_line\": 178,\n \"start_column\": 8,\n \"end_line\": 178,\n \"end_column\": 16\n },\n {\n \"span\": \"inverse_warp_tot \",\n \"start_line\": 179,\n \"start_column\": 8,\n \"end_line\": 179,\n \"end_column\": 24\n }\n]","isConversational":false},"supporting_fact_spans":{"kind":"list like","value":[],"string":"[]","isConversational":false},"example_type":{"kind":"number","value":1,"string":"1"},"single_hop":{"kind":"bool","value":true,"string":"true"},"subtokenized_input_sequence":{"kind":"list like","value":["[CLS]_","Un","used_","local_","variable_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","wm","\\u","registration_","(_","param_",",_","smooth_","=_","False_",",_","init_","=_","False_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","path_",",_","fixed","\\u","name_",",_","ext_","=_","sct","_","._","extract","\\u","fname_","(_","param_","._","fname","\\u","fixed_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","path","\\u","movin","g_",",_","movin","g","\\u","name_",",_","ext_","=_","sct","_","._","extract","\\u","fname_","(_","param_","._","fname","\\u","movin","g_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","path_",",_","fixed","\\u","seg","\\u","name_",",_","ext_","=_","sct","_","._","extract","\\u","fname_","(_","param_","._","fname","\\u","seg","\\u","fixed_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","path","\\u","movin","g","\\u","seg_",",_","movin","g","\\u","seg","\\u","name_",",_","ext_","=_","sct","_","._","extract","\\u","fname_","(_","param_","._","fname","\\u","seg","\\u","movin","g_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","crop","ping"," ","in"," ","x"," ","&"," ","y"," ","directions_","\\u\\u\\uNL\\u\\u\\u_","fixed","\\u","name","\\u","temp_","=_","fixed","\\u","name_","+_","\"\\u","crop","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","cmd_","=_","\"","sct","\\u","crop","\\u","image"," ","-","i"," ","\"_","+_","fixed","\\u","name_","+_","ext_","+_","\""," ","-","o"," ","\"_","+_","fixed","\\u","name","\\u","temp_","+_","ext_","+_","\""," ","-","m"," ","\"_","+_","fixed","\\u","seg","\\u","name_","+_","ext_","+_","\""," ","-","shift"," ","5",",","5"," ","-","dim"," ","0",",","1","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","sct","_","._","run_","(_","cmd_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","fixed","\\u","name_","=_","fixed","\\u","name","\\u","temp_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","fixed","\\u","seg","\\u","name","\\u","temp_","=_","fixed","\\u","seg","\\u","name_","+_","\"\\u","crop","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","sct","_","._","run_","(_","\"","sct","\\u","crop","\\u","image"," ","-","i"," ","\"_","+_","fixed","\\u","seg","\\u","name_","+_","ext_","+_","\""," ","-","o"," ","\"_","+_","fixed","\\u","seg","\\u","name","\\u","temp_","+_","ext_","+_","\""," ","-","m"," ","\"_","+_","fixed","\\u","seg","\\u","name_","+_","ext_","+_","\""," ","-","shift"," ","5",",","5"," ","-","dim"," ","0",",","1","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","fixed","\\u","seg","\\u","name_","=_","fixed","\\u","seg","\\u","name","\\u","temp_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","padd","ing"," ","the"," ","images_","\\u\\u\\uNL\\u\\u\\u_","movin","g","\\u","name","\\u","pad_","=_","movin","g","\\u","name_","+_","\"\\u","pad","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","fixed","\\u","name","\\u","pad_","=_","fixed","\\u","name_","+_","\"\\u","pad","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","sct","_","._","run_","(_","'","sct","\\u","maths"," ","-","i"," ","'_","+_","path","\\u","movin","g_","+_","movin","g","\\u","name_","+_","ext_","+_","'"," ","-","o"," ","'_","+_","movin","g","\\u","name","\\u","pad_","+_","ext_","+_","'"," ","-","pad"," ","0",",","0",",'_","+_","str_","(_","param_","._","padding_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","sct","_","._","run_","(_","'","sct","\\u","maths"," ","-","i"," ","'_","+_","fixed","\\u","name_","+_","ext_","+_","'"," ","-","o"," ","'_","+_","fixed","\\u","name","\\u","pad_","+_","ext_","+_","'"," ","-","pad"," ","0",",","0",",'_","+_","str_","(_","param_","._","padding_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","movin","g","\\u","name_","=_","movin","g","\\u","name","\\u","pad_","\\u\\u\\uNEWLINE\\u\\u\\u_","fixed","\\u","name_","=_","fixed","\\u","name","\\u","pad_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","movin","g","\\u","seg","\\u","name","\\u","pad_","=_","movin","g","\\u","seg","\\u","name_","+_","\"\\u","pad","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","sct","_","._","run_","(_","'","sct","\\u","maths"," ","-","i"," ","'_","+_","path","\\u","movin","g","\\u","seg_","+_","movin","g","\\u","seg","\\u","name_","+_","ext_","+_","'"," ","-","o"," ","'_","+_","movin","g","\\u","seg","\\u","name","\\u","pad_","+_","ext_","+_","'"," ","-","pad"," ","0",",","0",",'_","+_","str_","(_","param_","._","padding_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","movin","g","\\u","seg","\\u","name_","=_","movin","g","\\u","seg","\\u","name","\\u","pad_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","fixed","\\u","seg","\\u","name","\\u","pad_","=_","fixed","\\u","seg","\\u","name_","+_","\"\\u","pad","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","sct","_","._","run_","(_","'","sct","\\u","maths"," ","-","i"," ","'_","+_","fixed","\\u","seg","\\u","name_","+_","ext_","+_","'"," ","-","o"," ","'_","+_","fixed","\\u","seg","\\u","name","\\u","pad_","+_","ext_","+_","'"," ","-","pad"," ","0",",","0",",'_","+_","str_","(_","param_","._","padding_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","fixed","\\u","seg","\\u","name_","=_","fixed","\\u","seg","\\u","name","\\u","pad_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","if_","param_","._","metric_","==_","'","Mea","n","Square","s","'_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","offset_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","old","\\u","min_","=_","0_","\\u\\u\\uNEWLINE\\u\\u\\u_","old","\\u","max_","=_","1_","\\u\\u\\uNEWLINE\\u\\u\\u_","new","\\u","min_","=_","100_","\\u\\u\\uNEWLINE\\u\\u\\u_","new","\\u","max_","=_","200_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","fixed","\\u","im_","=_","Image_","(_","fixed","\\u","name_","+_","ext_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","fixed","\\u","im_","._","data_","=_","(_","fixed","\\u","im_","._","data_","-_","old","\\u","min_",")_","*_","(_","new","\\u","max_","-_","new","\\u","min_",")_","/_","(_","old","\\u","max_","-_","old","\\u","min_",")_","+_","new","\\u","min_","\\u\\u\\uNEWLINE\\u\\u\\u_","fixed","\\u","im_","._","save_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","movin","g","\\u","im_","=_","Image_","(_","movin","g","\\u","name_","+_","ext_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","movin","g","\\u","im_","._","data_","=_","(_","movin","g","\\u","im_","._","data_","-_","old","\\u","min_",")_","*_","(_","new","\\u","max_","-_","new","\\u","min_",")_","/_","(_","old","\\u","max_","-_","old","\\u","min_",")_","+_","new","\\u","min_","\\u\\u\\uNEWLINE\\u\\u\\u_","movin","g","\\u","im_","._","save_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","smooth_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","smoothing"," ","the"," ","images"," ","to"," ","register_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","sct","_","._","print","v_","(_","'\\\\","n","Smooth","ing"," ","the"," ","images","...'_",",_","verbose_",",_","'","normal","'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","fixed","\\u","smooth_","=_","fixed","\\u","name_","+_","'\\u","smooth","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","movin","g","\\u","smooth_","=_","movin","g","\\u","name_","+_","'\\u","smooth","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","sct","_","._","run_","(_","'","sct","\\u","maths"," ","-","i"," ","'_","+_","fixed","\\u","name_","+_","ext_","+_","'"," ","-","smooth"," ","1"," ","-","o"," ","'_","+_","fixed","\\u","smooth_","+_","ext_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","sct","_","._","run_","(_","'","sct","\\u","maths"," ","-","i"," ","'_","+_","movin","g","\\u","name_","+_","ext_","+_","'"," ","-","smooth"," ","1"," ","-","o"," ","'_","+_","movin","g","\\u","smooth_","+_","ext_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","fixed","\\u","name_","=_","fixed","\\u","smooth_","\\u\\u\\uNEWLINE\\u\\u\\u_","movin","g","\\u","name_","=_","movin","g","\\u","smooth_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","registration"," ","of"," ","the"," ","gray"," ","matte","r_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","sct","_","._","print","v_","(_","'\\\\","n","Def","orm","ing"," ","the"," ","image","...'_",",_","verbose_",",_","'","normal","'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","movin","g","\\u","name","\\u","reg_","=_","movin","g","\\u","name_","+_","\"\\u","deform","ed","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","param","\\u","multim","oda","l\\u","reg_","=_","'","step","=","1",",","type","=","seg",",","algo","=","slicer","eg",",","metric","=","Mea","n","Square","s",":","step","=","2",",","type","=","im",",","algo","=","bsp","lines","yn",",","metric","=","Mea","n","Square","s",",","iter","=","5",",","shrink","=","2","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","param_","._","transformation_","==_","'","BS","plin","e","Sy","N","'_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","transf","o","\\u","params_","=_","',","3",",","0","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","elif_","param_","._","transformation_","==_","'","Sy","N","'_",":_","#"," ","Sy","N"," ","give","s"," ","bad"," ","results","..._","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","transf","o","\\u","params_","=_","',","1",",","1","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","transf","o","\\u","params_","=_","''_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","cmd_","=_","'","sct","\\u","register","\\u","multim","oda","l"," ","-","i"," ","'_","+_","movin","g","\\u","name_","+_","ext_","+_","'"," ","-","d"," ","'_","+_","fixed","\\u","name_","+_","ext_","+_","'"," ","-","ise","g"," ","'_","+_","movin","g","\\u","seg","\\u","name_","+_","ext_","+_","'"," ","-","dse","g"," ","'_","+_","fixed","\\u","seg","\\u","name_","+_","ext_","+_","'"," ","-","p"," ","'_","+_","param","\\u","multim","oda","l\\u","reg_","+_","'"," ","-","o"," ","'_","+_","movin","g","\\u","name","\\u","reg_","\\u\\u\\uNEWLINE\\u\\u\\u_","ext","\\u","multim","oda","l_","=_","'.","ni","i","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","'''","\\","10",";"," "," "," "," ","cmd"," ","="," ","'","isc","t","\\u","ant","s","Registration"," ","--","dimensionality"," ","3"," ","--","interpolati","on"," ","'+","param",".","interpolati","on","+'"," ","--","transform"," ","'+","param",".","transformation","+'","['","+","param",".","gradi","ent","\\u","step","+","transf","o","\\u","params","+'","]"," ","--","metric"," ","'+","param",".","metric","+'","['","+","fixed","\\u","name","+","ext","+'",",'","+","movin","g","\\u","name","+","ext","+'",",","1",",","4","]"," ","--","output"," ","['","+","movin","g","\\u","name","\\u","reg","+'",",'","+","movin","g","\\u","name","\\u","reg","+","ext","+'","]"," "," ","--","convergence"," ","'+","param",".","iterati","on","+'"," ","--","shrink","-","factor","s"," ","1x","1"," ","--","smoothing","-","sigmas"," ","0x0"," ","'","\\","10",";"," "," "," "," ","if"," ","init",":","\\","10",";"," "," "," "," ","#"," ","initialize"," ","the"," ","transformation"," ","usi","ng"," ","the"," ","intensity","\\","10",";"," "," "," "," ","cmd"," ","+="," ","'"," ","-","r"," ","['","+","fixed","\\u","name","+","ext","+'",",'","+","movin","g","\\u","name","+","ext","+'",",","1","]"," ","'","\\","10",";","\\","10",";"," "," "," "," ","cmd"," ","+="," ","\""," ","--","mask","s"," ","[\"","+","fixed","\\u","seg","\\u","name","+","ext","+\"",",\"","+","movin","g","\\u","seg","\\u","name"," ","+"," ","ext"," ","+"," ","\"]","\"","\\","10",";"," "," "," "," ","#"," ","cmd"," ","+="," ","\""," ","-","m"," ","[\"","+","fixed","\\u","seg","\\u","name","+\"",".","ni","i",",\"","+","movin","g","\\u","seg","\\u","name","+\"",".","ni","i","]\"","\\","10",";"," "," "," "," ","'''_","\\u\\u\\uNEWLINE\\u\\u\\u_","sct","_","._","run_","(_","cmd_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","if_","init_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","transform"," ","the"," ",".","mat"," ","warp","ing"," ","field"," ","int","o"," ","a"," ","nif","ti"," ","file",":_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","warp","0","\\u","mat_","=_","movin","g","\\u","name","\\u","reg_","+_","'","0","Gene","ric","Affi","ne",".","mat","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","warp","0_",",_","warp","0","\\u","inv_","=_","transform","\\u","mat","\\u","to","\\u","warp","_","(_","warp","0","\\u","mat_",",_","movin","g","\\u","name","\\u","reg_","+_","ext_",",_","fixed","\\u","name_","+_","ext_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","param_","._","transformation_","==_","'","Affi","ne","'_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","warp","\\u","tot_","=_","warp","0_","\\u\\u\\uNEWLINE\\u\\u\\u_","inv","erse","\\u","warp","\\u","tot_","=_","warp","0","\\u","inv_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","warp","1_","=_","movin","g","\\u","name","\\u","reg_","+_","'","1","War","p",".","ni","i",".","gz","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","warp","1","\\u","inv_","=_","movin","g","\\u","name","\\u","reg_","+_","'","1","Inv","erse","War","p",".","ni","i",".","gz","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","Concat","enat","e"," ","the"," ","warp","ing"," ","fields"," ","from"," ","the"," ","2"," ","step","s"," ","int","o"," ","a"," ","warp"," ","total"," ","and"," ","an"," ","inverse_","\\u\\u\\uNL\\u\\u\\u_","warp","\\u","tot_","=_","movin","g","\\u","name","\\u","reg_","+_","'\\u","warp","\\u","tot","'_","+_","ext_","\\u\\u\\uNEWLINE\\u\\u\\u_","inv","erse","\\u","warp","\\u","tot_","=_","movin","g","\\u","name","\\u","reg_","+_","'\\u","inv","erse","\\u","warp","\\u","tot","'_","+_","ext_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","sct","_","._","run_","(_","'","sct","\\u","conc","at","\\u","transf","o"," ","-","w"," ","'_","+_","warp","0_","+_","','_","+_","warp","1_","+_","'"," ","-","d"," ","'_","+_","fixed","\\u","name_","+_","ext_","+_","'"," ","-","o"," ","'_","+_","warp","\\u","tot_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","sct","_","._","run_","(_","'","sct","\\u","conc","at","\\u","transf","o"," ","-","w"," ","'_","+_","warp","1","\\u","inv_","+_","','_","+_","warp","0","\\u","inv_","+_","'"," ","-","d"," ","'_","+_","movin","g","\\u","name_","+_","ext_","+_","'"," ","-","o"," ","'_","+_","inv","erse","\\u","warp","\\u","tot_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","warp","\\u","tot_","=_","movin","g","\\u","name","\\u","reg_","+_","'","0","War","p",".","ni","i",".","gz","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","inv","erse","\\u","warp","\\u","tot_","=_","movin","g","\\u","name","\\u","reg_","+_","'","0","Inv","erse","War","p",".","ni","i",".","gz","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","param_","._","metric_","==_","'","Mea","n","Square","s","'_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","remo","ving"," ","offset_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","fixed","\\u","im_","=_","Image_","(_","fixed","\\u","name_","+_","ext_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","fixed","\\u","im_","._","data_","=_","(_","fixed","\\u","im_","._","data_","-_","new","\\u","min_",")_","*_","(_","old","\\u","max_","-_","old","\\u","min_",")_","/_","(_","new","\\u","max_","-_","new","\\u","min_",")_","+_","old","\\u","min_","\\u\\u\\uNEWLINE\\u\\u\\u_","fixed","\\u","im_","._","save_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","movin","g","\\u","im_","=_","Image_","(_","movin","g","\\u","name","\\u","reg_","+_","ext","\\u","multim","oda","l_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","movin","g","\\u","im_","._","data_","=_","(_","movin","g","\\u","im_","._","data_","-_","new","\\u","min_",")_","*_","(_","old","\\u","max_","-_","old","\\u","min_",")_","/_","(_","new","\\u","max_","-_","new","\\u","min_",")_","+_","old","\\u","min_","\\u\\u\\uNEWLINE\\u\\u\\u_","movin","g","\\u","im_","._","save_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","un","-","padd","ing"," ","the"," ","images_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","movin","g","\\u","name","\\u","unpa","d_","=_","movin","g","\\u","name","\\u","reg_","+_","\"\\u","unpa","dde","d","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","fixed","\\u","name","\\u","unpa","d_","=_","fixed","\\u","name_","+_","\"\\u","unpa","dde","d","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","sct","_","._","run_","(_","\"","sct","\\u","crop","\\u","image"," ","-","i"," ","\"_","+_","movin","g","\\u","name","\\u","reg_","+_","ext_","+_","\""," ","-","dim"," ","2"," ","-","start"," ","\"_","+_","str_","(_","int_","(_","param_","._","padding_",")_",")_","+_","\""," ","-","end"," ","-\"_","+_","param_","._","padding_","+_","\""," ","-","o"," ","\"_","+_","movin","g","\\u","name","\\u","unpa","d_","+_","ext_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","sct","_","._","run_","(_","\"","sct","\\u","crop","\\u","image"," ","-","i"," ","\"_","+_","fixed","\\u","name_","+_","ext_","+_","\""," ","-","dim"," ","2"," ","-","start"," ","\"_","+_","str_","(_","int_","(_","param_","._","padding_",")_",")_","+_","\""," ","-","end"," ","-\"_","+_","param_","._","padding_","+_","\""," ","-","o"," ","\"_","+_","fixed","\\u","name","\\u","unpa","d_","+_","ext_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","'''","\\","10",";"," "," "," "," ","#"," ","warp","\\u","tot"," ","="," ","movin","g","\\u","name","\\u","reg","+\"","0","War","p",".","ni","i",".","gz","\"","\\","10",";"," "," "," "," ","#"," ","inv","erse","\\u","warp","\\u","tot"," ","="," ","movin","g","\\u","name","\\u","reg","+\"","0","Inv","erse","War","p",".","ni","i",".","gz","\"","\\","10",";"," "," "," "," ","warp","\\u","unpa","d"," ","="," ","sct",".","add","\\u","suff","ix","(","warp","\\u","tot",","," ","'\\u","unpa","d","')"," "," ","#"," ","movin","g","\\u","name","\\u","reg","+\"","0","War","p","\\u","unpa","d",".","ni","i",".","gz","\"","\\","10",";"," "," "," "," ","inv","erse","\\u","warp","\\u","unpa","d"," ","="," "," ","sct",".","add","\\u","suff","ix","(","inv","erse","\\u","warp","\\u","tot",","," ","'\\u","unpa","d","')"," "," ","#"," ","movin","g","\\u","name","\\u","reg","+\"","0","Inv","erse","War","p","\\u","unpa","d",".","ni","i",".","gz","\"","\\","10",";"," "," "," "," ","sct",".","run","(\"","sct","\\u","crop","\\u","image"," ","-","i"," ","\"+","warp","\\u","tot","+\""," ","-","dim"," ","2"," ","-","start"," ","\"+","str","(","int","(","param",".","padd","ing","))","+\""," ","-","end"," ","-\"","+","param",".","padd","ing","+\""," ","-","o"," ","\"+","warp","\\u","unpa","d",")","\\","10",";"," "," "," "," ","sct",".","run","(\"","sct","\\u","crop","\\u","image"," ","-","i"," ","\"+","inv","erse","\\u","warp","\\u","tot","+\""," ","-","dim"," ","2"," ","-","start"," ","\"+","str","(","int","(","param",".","padd","ing","))","+\""," ","-","end"," ","-\"","+","param",".","padd","ing","+\""," ","-","o"," ","\"+","inv","erse","\\u","warp","\\u","unpa","d",")","\\","10",";"," "," "," "," ","'''_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","path","\\u","output_",",_","file","\\u","output_",",_","ext","\\u","output_","=_","sct","_","._","extract","\\u","fname_","(_","param_","._","fname","\\u","output_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","warp","\\u","output_","=_","file","\\u","output_","+_","\"\\u","War","p","\"_","+_","ext","\\u","output_","\\u\\u\\uNEWLINE\\u\\u\\u_","inv","erse","\\u","warp","\\u","output_","=_","file","\\u","output_","+_","\"\\u","Inv","erse","War","p","\"_","+_","ext","\\u","output_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","with"," ","multim","oda","l\\u","reg_","\\u\\u\\uNL\\u\\u\\u_","sct","_","._","run_","(_","\"","mv"," ","warp","\\u\"_","+_","movin","g","\\u","name_","+_","\"","2","\"_","+_","fixed","\\u","name_","+_","\".","ni","i",".","gz"," ","\"_","+_","warp","\\u","output_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","sct","_","._","run_","(_","\"","mv"," ","warp","\\u\"_","+_","fixed","\\u","name_","+_","\"","2","\"_","+_","movin","g","\\u","name_","+_","\".","ni","i",".","gz"," ","\"_","+_","inv","erse","\\u","warp","\\u","output_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","'''","\\","10",";"," "," "," "," ","#"," ","with"," ","ant","s","Reg","\\","10",";"," "," "," "," ","sct",".","run","(\"","mv"," ","\"+","warp","\\u","unpa","d","+\""," ","\"+","warp","\\u","output",")","\\","10",";"," "," "," "," ","sct",".","run","(\"","mv"," ","\"+","inv","erse","\\u","warp","\\u","unpa","d","+\""," ","\"+","inv","erse","\\u","warp","\\u","output",")","\\","10",";"," "," "," "," ","'''_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","movin","g","\\u","name","\\u","out_","=_","file","\\u","output_","+_","ext","\\u","output_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","put"," ","the"," ","result"," ","and"," ","the"," ","reference"," ","in"," ","the"," ","same"," ","space"," ","usi","ng"," ","a"," ","registration"," ","with"," ","ANT","s"," ","with"," ","no"," ","iterati","on",":_","\\u\\u\\uNL\\u\\u\\u_","sct","_","._","run_","(_","'","isc","t","\\u","ant","s","Registration"," ","-","d"," ","3"," ","-","t"," ","Translat","ion","[","0","]"," ","-","m"," ","MI","['_","+_","fixed","\\u","name","\\u","unpa","d_","+_","ext_","+_","','_","+_","movin","g","\\u","name","\\u","unpa","d_","+_","ext_","+_","',","1",",","16","]"," ","-","o"," ","[","reg","Affi","ne",",'_","+_","movin","g","\\u","name","\\u","out_","+_","']"," ","-","n"," ","BS","plin","e","[","3","]"," ","-","c"," ","0"," ","-","f"," ","1"," ","-","s"," ","0","'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","return_","warp","\\u","output_",",_","inv","erse","\\u","warp","\\u","output_","\\u\\u\\uNEWLINE\\u\\u\\u_"],"string":"[\n \"[CLS]_\",\n \"Un\",\n \"used_\",\n \"local_\",\n \"variable_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"wm\",\n \"\\\\u\",\n \"registration_\",\n \"(_\",\n \"param_\",\n \",_\",\n \"smooth_\",\n \"=_\",\n \"False_\",\n \",_\",\n \"init_\",\n \"=_\",\n \"False_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"path_\",\n \",_\",\n \"fixed\",\n \"\\\\u\",\n \"name_\",\n \",_\",\n \"ext_\",\n \"=_\",\n \"sct\",\n \"_\",\n \"._\",\n \"extract\",\n \"\\\\u\",\n \"fname_\",\n \"(_\",\n \"param_\",\n \"._\",\n \"fname\",\n \"\\\\u\",\n \"fixed_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"path\",\n \"\\\\u\",\n \"movin\",\n \"g_\",\n \",_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name_\",\n \",_\",\n \"ext_\",\n \"=_\",\n \"sct\",\n \"_\",\n \"._\",\n \"extract\",\n \"\\\\u\",\n \"fname_\",\n \"(_\",\n \"param_\",\n \"._\",\n \"fname\",\n \"\\\\u\",\n \"movin\",\n \"g_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"path_\",\n \",_\",\n \"fixed\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name_\",\n \",_\",\n \"ext_\",\n \"=_\",\n \"sct\",\n \"_\",\n \"._\",\n \"extract\",\n \"\\\\u\",\n \"fname_\",\n \"(_\",\n \"param_\",\n \"._\",\n \"fname\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"fixed_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"path\",\n \"\\\\u\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"seg_\",\n \",_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name_\",\n \",_\",\n \"ext_\",\n \"=_\",\n \"sct\",\n \"_\",\n \"._\",\n \"extract\",\n \"\\\\u\",\n \"fname_\",\n \"(_\",\n \"param_\",\n \"._\",\n \"fname\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"movin\",\n \"g_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"crop\",\n \"ping\",\n \" \",\n \"in\",\n \" \",\n \"x\",\n \" \",\n \"&\",\n \" \",\n \"y\",\n \" \",\n \"directions_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"fixed\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"temp_\",\n \"=_\",\n \"fixed\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"\\\"\\\\u\",\n \"crop\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"cmd_\",\n \"=_\",\n \"\\\"\",\n \"sct\",\n \"\\\\u\",\n \"crop\",\n \"\\\\u\",\n \"image\",\n \" \",\n \"-\",\n \"i\",\n \" \",\n \"\\\"_\",\n \"+_\",\n \"fixed\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"\\\"\",\n \" \",\n \"-\",\n \"o\",\n \" \",\n \"\\\"_\",\n \"+_\",\n \"fixed\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"temp_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"\\\"\",\n \" \",\n \"-\",\n \"m\",\n \" \",\n \"\\\"_\",\n \"+_\",\n \"fixed\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"\\\"\",\n \" \",\n \"-\",\n \"shift\",\n \" \",\n \"5\",\n \",\",\n \"5\",\n \" \",\n \"-\",\n \"dim\",\n \" \",\n \"0\",\n \",\",\n \"1\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"sct\",\n \"_\",\n \"._\",\n \"run_\",\n \"(_\",\n \"cmd_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"fixed\",\n \"\\\\u\",\n \"name_\",\n \"=_\",\n \"fixed\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"temp_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"fixed\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"temp_\",\n \"=_\",\n \"fixed\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"\\\"\\\\u\",\n \"crop\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"sct\",\n \"_\",\n \"._\",\n \"run_\",\n \"(_\",\n \"\\\"\",\n \"sct\",\n \"\\\\u\",\n \"crop\",\n \"\\\\u\",\n \"image\",\n \" \",\n \"-\",\n \"i\",\n \" \",\n \"\\\"_\",\n \"+_\",\n \"fixed\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"\\\"\",\n \" \",\n \"-\",\n \"o\",\n \" \",\n \"\\\"_\",\n \"+_\",\n \"fixed\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"temp_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"\\\"\",\n \" \",\n \"-\",\n \"m\",\n \" \",\n \"\\\"_\",\n \"+_\",\n \"fixed\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"\\\"\",\n \" \",\n \"-\",\n \"shift\",\n \" \",\n \"5\",\n \",\",\n \"5\",\n \" \",\n \"-\",\n \"dim\",\n \" \",\n \"0\",\n \",\",\n \"1\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"fixed\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name_\",\n \"=_\",\n \"fixed\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"temp_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"padd\",\n \"ing\",\n \" \",\n \"the\",\n \" \",\n \"images_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"pad_\",\n \"=_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"\\\"\\\\u\",\n \"pad\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"fixed\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"pad_\",\n \"=_\",\n \"fixed\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"\\\"\\\\u\",\n \"pad\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"sct\",\n \"_\",\n \"._\",\n \"run_\",\n \"(_\",\n \"'\",\n \"sct\",\n \"\\\\u\",\n \"maths\",\n \" \",\n \"-\",\n \"i\",\n \" \",\n \"'_\",\n \"+_\",\n \"path\",\n \"\\\\u\",\n \"movin\",\n \"g_\",\n \"+_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"'\",\n \" \",\n \"-\",\n \"o\",\n \" \",\n \"'_\",\n \"+_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"pad_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"'\",\n \" \",\n \"-\",\n \"pad\",\n \" \",\n \"0\",\n \",\",\n \"0\",\n \",'_\",\n \"+_\",\n \"str_\",\n \"(_\",\n \"param_\",\n \"._\",\n \"padding_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"sct\",\n \"_\",\n \"._\",\n \"run_\",\n \"(_\",\n \"'\",\n \"sct\",\n \"\\\\u\",\n \"maths\",\n \" \",\n \"-\",\n \"i\",\n \" \",\n \"'_\",\n \"+_\",\n \"fixed\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"'\",\n \" \",\n \"-\",\n \"o\",\n \" \",\n \"'_\",\n \"+_\",\n \"fixed\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"pad_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"'\",\n \" \",\n \"-\",\n \"pad\",\n \" \",\n \"0\",\n \",\",\n \"0\",\n \",'_\",\n \"+_\",\n \"str_\",\n \"(_\",\n \"param_\",\n \"._\",\n \"padding_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name_\",\n \"=_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"pad_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"fixed\",\n \"\\\\u\",\n \"name_\",\n \"=_\",\n \"fixed\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"pad_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"pad_\",\n \"=_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"\\\"\\\\u\",\n \"pad\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"sct\",\n \"_\",\n \"._\",\n \"run_\",\n \"(_\",\n \"'\",\n \"sct\",\n \"\\\\u\",\n \"maths\",\n \" \",\n \"-\",\n \"i\",\n \" \",\n \"'_\",\n \"+_\",\n \"path\",\n \"\\\\u\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"seg_\",\n \"+_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"'\",\n \" \",\n \"-\",\n \"o\",\n \" \",\n \"'_\",\n \"+_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"pad_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"'\",\n \" \",\n \"-\",\n \"pad\",\n \" \",\n \"0\",\n \",\",\n \"0\",\n \",'_\",\n \"+_\",\n \"str_\",\n \"(_\",\n \"param_\",\n \"._\",\n \"padding_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name_\",\n \"=_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"pad_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"fixed\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"pad_\",\n \"=_\",\n \"fixed\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"\\\"\\\\u\",\n \"pad\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"sct\",\n \"_\",\n \"._\",\n \"run_\",\n \"(_\",\n \"'\",\n \"sct\",\n \"\\\\u\",\n \"maths\",\n \" \",\n \"-\",\n \"i\",\n \" \",\n \"'_\",\n \"+_\",\n \"fixed\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"'\",\n \" \",\n \"-\",\n \"o\",\n \" \",\n \"'_\",\n \"+_\",\n \"fixed\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"pad_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"'\",\n \" \",\n \"-\",\n \"pad\",\n \" \",\n \"0\",\n \",\",\n \"0\",\n \",'_\",\n \"+_\",\n \"str_\",\n \"(_\",\n \"param_\",\n \"._\",\n \"padding_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"fixed\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name_\",\n \"=_\",\n \"fixed\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"pad_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"param_\",\n \"._\",\n \"metric_\",\n \"==_\",\n \"'\",\n \"Mea\",\n \"n\",\n \"Square\",\n \"s\",\n \"'_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"offset_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"old\",\n \"\\\\u\",\n \"min_\",\n \"=_\",\n \"0_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"old\",\n \"\\\\u\",\n \"max_\",\n \"=_\",\n \"1_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"new\",\n \"\\\\u\",\n \"min_\",\n \"=_\",\n \"100_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"new\",\n \"\\\\u\",\n \"max_\",\n \"=_\",\n \"200_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"fixed\",\n \"\\\\u\",\n \"im_\",\n \"=_\",\n \"Image_\",\n \"(_\",\n \"fixed\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"ext_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"fixed\",\n \"\\\\u\",\n \"im_\",\n \"._\",\n \"data_\",\n \"=_\",\n \"(_\",\n \"fixed\",\n \"\\\\u\",\n \"im_\",\n \"._\",\n \"data_\",\n \"-_\",\n \"old\",\n \"\\\\u\",\n \"min_\",\n \")_\",\n \"*_\",\n \"(_\",\n \"new\",\n \"\\\\u\",\n \"max_\",\n \"-_\",\n \"new\",\n \"\\\\u\",\n \"min_\",\n \")_\",\n \"/_\",\n \"(_\",\n \"old\",\n \"\\\\u\",\n \"max_\",\n \"-_\",\n \"old\",\n \"\\\\u\",\n \"min_\",\n \")_\",\n \"+_\",\n \"new\",\n \"\\\\u\",\n \"min_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"fixed\",\n \"\\\\u\",\n \"im_\",\n \"._\",\n \"save_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"im_\",\n \"=_\",\n \"Image_\",\n \"(_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"ext_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"im_\",\n \"._\",\n \"data_\",\n \"=_\",\n \"(_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"im_\",\n \"._\",\n \"data_\",\n \"-_\",\n \"old\",\n \"\\\\u\",\n \"min_\",\n \")_\",\n \"*_\",\n \"(_\",\n \"new\",\n \"\\\\u\",\n \"max_\",\n \"-_\",\n \"new\",\n \"\\\\u\",\n \"min_\",\n \")_\",\n \"/_\",\n \"(_\",\n \"old\",\n \"\\\\u\",\n \"max_\",\n \"-_\",\n \"old\",\n \"\\\\u\",\n \"min_\",\n \")_\",\n \"+_\",\n \"new\",\n \"\\\\u\",\n \"min_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"im_\",\n \"._\",\n \"save_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"smooth_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"smoothing\",\n \" \",\n \"the\",\n \" \",\n \"images\",\n \" \",\n \"to\",\n \" \",\n \"register_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"sct\",\n \"_\",\n \"._\",\n \"print\",\n \"v_\",\n \"(_\",\n \"'\\\\\\\\\",\n \"n\",\n \"Smooth\",\n \"ing\",\n \" \",\n \"the\",\n \" \",\n \"images\",\n \"...'_\",\n \",_\",\n \"verbose_\",\n \",_\",\n \"'\",\n \"normal\",\n \"'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"fixed\",\n \"\\\\u\",\n \"smooth_\",\n \"=_\",\n \"fixed\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"'\\\\u\",\n \"smooth\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"smooth_\",\n \"=_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"'\\\\u\",\n \"smooth\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"sct\",\n \"_\",\n \"._\",\n \"run_\",\n \"(_\",\n \"'\",\n \"sct\",\n \"\\\\u\",\n \"maths\",\n \" \",\n \"-\",\n \"i\",\n \" \",\n \"'_\",\n \"+_\",\n \"fixed\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"'\",\n \" \",\n \"-\",\n \"smooth\",\n \" \",\n \"1\",\n \" \",\n \"-\",\n \"o\",\n \" \",\n \"'_\",\n \"+_\",\n \"fixed\",\n \"\\\\u\",\n \"smooth_\",\n \"+_\",\n \"ext_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"sct\",\n \"_\",\n \"._\",\n \"run_\",\n \"(_\",\n \"'\",\n \"sct\",\n \"\\\\u\",\n \"maths\",\n \" \",\n \"-\",\n \"i\",\n \" \",\n \"'_\",\n \"+_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"'\",\n \" \",\n \"-\",\n \"smooth\",\n \" \",\n \"1\",\n \" \",\n \"-\",\n \"o\",\n \" \",\n \"'_\",\n \"+_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"smooth_\",\n \"+_\",\n \"ext_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"fixed\",\n \"\\\\u\",\n \"name_\",\n \"=_\",\n \"fixed\",\n \"\\\\u\",\n \"smooth_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name_\",\n \"=_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"smooth_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"registration\",\n \" \",\n \"of\",\n \" \",\n \"the\",\n \" \",\n \"gray\",\n \" \",\n \"matte\",\n \"r_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"sct\",\n \"_\",\n \"._\",\n \"print\",\n \"v_\",\n \"(_\",\n \"'\\\\\\\\\",\n \"n\",\n \"Def\",\n \"orm\",\n \"ing\",\n \" \",\n \"the\",\n \" \",\n \"image\",\n \"...'_\",\n \",_\",\n \"verbose_\",\n \",_\",\n \"'\",\n \"normal\",\n \"'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"reg_\",\n \"=_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"\\\"\\\\u\",\n \"deform\",\n \"ed\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"param\",\n \"\\\\u\",\n \"multim\",\n \"oda\",\n \"l\\\\u\",\n \"reg_\",\n \"=_\",\n \"'\",\n \"step\",\n \"=\",\n \"1\",\n \",\",\n \"type\",\n \"=\",\n \"seg\",\n \",\",\n \"algo\",\n \"=\",\n \"slicer\",\n \"eg\",\n \",\",\n \"metric\",\n \"=\",\n \"Mea\",\n \"n\",\n \"Square\",\n \"s\",\n \":\",\n \"step\",\n \"=\",\n \"2\",\n \",\",\n \"type\",\n \"=\",\n \"im\",\n \",\",\n \"algo\",\n \"=\",\n \"bsp\",\n \"lines\",\n \"yn\",\n \",\",\n \"metric\",\n \"=\",\n \"Mea\",\n \"n\",\n \"Square\",\n \"s\",\n \",\",\n \"iter\",\n \"=\",\n \"5\",\n \",\",\n \"shrink\",\n \"=\",\n \"2\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"param_\",\n \"._\",\n \"transformation_\",\n \"==_\",\n \"'\",\n \"BS\",\n \"plin\",\n \"e\",\n \"Sy\",\n \"N\",\n \"'_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"transf\",\n \"o\",\n \"\\\\u\",\n \"params_\",\n \"=_\",\n \"',\",\n \"3\",\n \",\",\n \"0\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"elif_\",\n \"param_\",\n \"._\",\n \"transformation_\",\n \"==_\",\n \"'\",\n \"Sy\",\n \"N\",\n \"'_\",\n \":_\",\n \"#\",\n \" \",\n \"Sy\",\n \"N\",\n \" \",\n \"give\",\n \"s\",\n \" \",\n \"bad\",\n \" \",\n \"results\",\n \"..._\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"transf\",\n \"o\",\n \"\\\\u\",\n \"params_\",\n \"=_\",\n \"',\",\n \"1\",\n \",\",\n \"1\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"transf\",\n \"o\",\n \"\\\\u\",\n \"params_\",\n \"=_\",\n \"''_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"cmd_\",\n \"=_\",\n \"'\",\n \"sct\",\n \"\\\\u\",\n \"register\",\n \"\\\\u\",\n \"multim\",\n \"oda\",\n \"l\",\n \" \",\n \"-\",\n \"i\",\n \" \",\n \"'_\",\n \"+_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"'\",\n \" \",\n \"-\",\n \"d\",\n \" \",\n \"'_\",\n \"+_\",\n \"fixed\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"'\",\n \" \",\n \"-\",\n \"ise\",\n \"g\",\n \" \",\n \"'_\",\n \"+_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"'\",\n \" \",\n \"-\",\n \"dse\",\n \"g\",\n \" \",\n \"'_\",\n \"+_\",\n \"fixed\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"'\",\n \" \",\n \"-\",\n \"p\",\n \" \",\n \"'_\",\n \"+_\",\n \"param\",\n \"\\\\u\",\n \"multim\",\n \"oda\",\n \"l\\\\u\",\n \"reg_\",\n \"+_\",\n \"'\",\n \" \",\n \"-\",\n \"o\",\n \" \",\n \"'_\",\n \"+_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"reg_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"ext\",\n \"\\\\u\",\n \"multim\",\n \"oda\",\n \"l_\",\n \"=_\",\n \"'.\",\n \"ni\",\n \"i\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"'''\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"cmd\",\n \" \",\n \"=\",\n \" \",\n \"'\",\n \"isc\",\n \"t\",\n \"\\\\u\",\n \"ant\",\n \"s\",\n \"Registration\",\n \" \",\n \"--\",\n \"dimensionality\",\n \" \",\n \"3\",\n \" \",\n \"--\",\n \"interpolati\",\n \"on\",\n \" \",\n \"'+\",\n \"param\",\n \".\",\n \"interpolati\",\n \"on\",\n \"+'\",\n \" \",\n \"--\",\n \"transform\",\n \" \",\n \"'+\",\n \"param\",\n \".\",\n \"transformation\",\n \"+'\",\n \"['\",\n \"+\",\n \"param\",\n \".\",\n \"gradi\",\n \"ent\",\n \"\\\\u\",\n \"step\",\n \"+\",\n \"transf\",\n \"o\",\n \"\\\\u\",\n \"params\",\n \"+'\",\n \"]\",\n \" \",\n \"--\",\n \"metric\",\n \" \",\n \"'+\",\n \"param\",\n \".\",\n \"metric\",\n \"+'\",\n \"['\",\n \"+\",\n \"fixed\",\n \"\\\\u\",\n \"name\",\n \"+\",\n \"ext\",\n \"+'\",\n \",'\",\n \"+\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"+\",\n \"ext\",\n \"+'\",\n \",\",\n \"1\",\n \",\",\n \"4\",\n \"]\",\n \" \",\n \"--\",\n \"output\",\n \" \",\n \"['\",\n \"+\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"reg\",\n \"+'\",\n \",'\",\n \"+\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"reg\",\n \"+\",\n \"ext\",\n \"+'\",\n \"]\",\n \" \",\n \" \",\n \"--\",\n \"convergence\",\n \" \",\n \"'+\",\n \"param\",\n \".\",\n \"iterati\",\n \"on\",\n \"+'\",\n \" \",\n \"--\",\n \"shrink\",\n \"-\",\n \"factor\",\n \"s\",\n \" \",\n \"1x\",\n \"1\",\n \" \",\n \"--\",\n \"smoothing\",\n \"-\",\n \"sigmas\",\n \" \",\n \"0x0\",\n \" \",\n \"'\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"if\",\n \" \",\n \"init\",\n \":\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"#\",\n \" \",\n \"initialize\",\n \" \",\n \"the\",\n \" \",\n \"transformation\",\n \" \",\n \"usi\",\n \"ng\",\n \" \",\n \"the\",\n \" \",\n \"intensity\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"cmd\",\n \" \",\n \"+=\",\n \" \",\n \"'\",\n \" \",\n \"-\",\n \"r\",\n \" \",\n \"['\",\n \"+\",\n \"fixed\",\n \"\\\\u\",\n \"name\",\n \"+\",\n \"ext\",\n \"+'\",\n \",'\",\n \"+\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"+\",\n \"ext\",\n \"+'\",\n \",\",\n \"1\",\n \"]\",\n \" \",\n \"'\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"cmd\",\n \" \",\n \"+=\",\n \" \",\n \"\\\"\",\n \" \",\n \"--\",\n \"mask\",\n \"s\",\n \" \",\n \"[\\\"\",\n \"+\",\n \"fixed\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name\",\n \"+\",\n \"ext\",\n \"+\\\"\",\n \",\\\"\",\n \"+\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name\",\n \" \",\n \"+\",\n \" \",\n \"ext\",\n \" \",\n \"+\",\n \" \",\n \"\\\"]\",\n \"\\\"\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"#\",\n \" \",\n \"cmd\",\n \" \",\n \"+=\",\n \" \",\n \"\\\"\",\n \" \",\n \"-\",\n \"m\",\n \" \",\n \"[\\\"\",\n \"+\",\n \"fixed\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name\",\n \"+\\\"\",\n \".\",\n \"ni\",\n \"i\",\n \",\\\"\",\n \"+\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"seg\",\n \"\\\\u\",\n \"name\",\n \"+\\\"\",\n \".\",\n \"ni\",\n \"i\",\n \"]\\\"\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"'''_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"sct\",\n \"_\",\n \"._\",\n \"run_\",\n \"(_\",\n \"cmd_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"init_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"transform\",\n \" \",\n \"the\",\n \" \",\n \".\",\n \"mat\",\n \" \",\n \"warp\",\n \"ing\",\n \" \",\n \"field\",\n \" \",\n \"int\",\n \"o\",\n \" \",\n \"a\",\n \" \",\n \"nif\",\n \"ti\",\n \" \",\n \"file\",\n \":_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"warp\",\n \"0\",\n \"\\\\u\",\n \"mat_\",\n \"=_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"reg_\",\n \"+_\",\n \"'\",\n \"0\",\n \"Gene\",\n \"ric\",\n \"Affi\",\n \"ne\",\n \".\",\n \"mat\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"warp\",\n \"0_\",\n \",_\",\n \"warp\",\n \"0\",\n \"\\\\u\",\n \"inv_\",\n \"=_\",\n \"transform\",\n \"\\\\u\",\n \"mat\",\n \"\\\\u\",\n \"to\",\n \"\\\\u\",\n \"warp\",\n \"_\",\n \"(_\",\n \"warp\",\n \"0\",\n \"\\\\u\",\n \"mat_\",\n \",_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"reg_\",\n \"+_\",\n \"ext_\",\n \",_\",\n \"fixed\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"ext_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"param_\",\n \"._\",\n \"transformation_\",\n \"==_\",\n \"'\",\n \"Affi\",\n \"ne\",\n \"'_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"warp\",\n \"\\\\u\",\n \"tot_\",\n \"=_\",\n \"warp\",\n \"0_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"inv\",\n \"erse\",\n \"\\\\u\",\n \"warp\",\n \"\\\\u\",\n \"tot_\",\n \"=_\",\n \"warp\",\n \"0\",\n \"\\\\u\",\n \"inv_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"warp\",\n \"1_\",\n \"=_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"reg_\",\n \"+_\",\n \"'\",\n \"1\",\n \"War\",\n \"p\",\n \".\",\n \"ni\",\n \"i\",\n \".\",\n \"gz\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"warp\",\n \"1\",\n \"\\\\u\",\n \"inv_\",\n \"=_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"reg_\",\n \"+_\",\n \"'\",\n \"1\",\n \"Inv\",\n \"erse\",\n \"War\",\n \"p\",\n \".\",\n \"ni\",\n \"i\",\n \".\",\n \"gz\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Concat\",\n \"enat\",\n \"e\",\n \" \",\n \"the\",\n \" \",\n \"warp\",\n \"ing\",\n \" \",\n \"fields\",\n \" \",\n \"from\",\n \" \",\n \"the\",\n \" \",\n \"2\",\n \" \",\n \"step\",\n \"s\",\n \" \",\n \"int\",\n \"o\",\n \" \",\n \"a\",\n \" \",\n \"warp\",\n \" \",\n \"total\",\n \" \",\n \"and\",\n \" \",\n \"an\",\n \" \",\n \"inverse_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"warp\",\n \"\\\\u\",\n \"tot_\",\n \"=_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"reg_\",\n \"+_\",\n \"'\\\\u\",\n \"warp\",\n \"\\\\u\",\n \"tot\",\n \"'_\",\n \"+_\",\n \"ext_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"inv\",\n \"erse\",\n \"\\\\u\",\n \"warp\",\n \"\\\\u\",\n \"tot_\",\n \"=_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"reg_\",\n \"+_\",\n \"'\\\\u\",\n \"inv\",\n \"erse\",\n \"\\\\u\",\n \"warp\",\n \"\\\\u\",\n \"tot\",\n \"'_\",\n \"+_\",\n \"ext_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"sct\",\n \"_\",\n \"._\",\n \"run_\",\n \"(_\",\n \"'\",\n \"sct\",\n \"\\\\u\",\n \"conc\",\n \"at\",\n \"\\\\u\",\n \"transf\",\n \"o\",\n \" \",\n \"-\",\n \"w\",\n \" \",\n \"'_\",\n \"+_\",\n \"warp\",\n \"0_\",\n \"+_\",\n \"','_\",\n \"+_\",\n \"warp\",\n \"1_\",\n \"+_\",\n \"'\",\n \" \",\n \"-\",\n \"d\",\n \" \",\n \"'_\",\n \"+_\",\n \"fixed\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"'\",\n \" \",\n \"-\",\n \"o\",\n \" \",\n \"'_\",\n \"+_\",\n \"warp\",\n \"\\\\u\",\n \"tot_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"sct\",\n \"_\",\n \"._\",\n \"run_\",\n \"(_\",\n \"'\",\n \"sct\",\n \"\\\\u\",\n \"conc\",\n \"at\",\n \"\\\\u\",\n \"transf\",\n \"o\",\n \" \",\n \"-\",\n \"w\",\n \" \",\n \"'_\",\n \"+_\",\n \"warp\",\n \"1\",\n \"\\\\u\",\n \"inv_\",\n \"+_\",\n \"','_\",\n \"+_\",\n \"warp\",\n \"0\",\n \"\\\\u\",\n \"inv_\",\n \"+_\",\n \"'\",\n \" \",\n \"-\",\n \"d\",\n \" \",\n \"'_\",\n \"+_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"'\",\n \" \",\n \"-\",\n \"o\",\n \" \",\n \"'_\",\n \"+_\",\n \"inv\",\n \"erse\",\n \"\\\\u\",\n \"warp\",\n \"\\\\u\",\n \"tot_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"warp\",\n \"\\\\u\",\n \"tot_\",\n \"=_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"reg_\",\n \"+_\",\n \"'\",\n \"0\",\n \"War\",\n \"p\",\n \".\",\n \"ni\",\n \"i\",\n \".\",\n \"gz\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"inv\",\n \"erse\",\n \"\\\\u\",\n \"warp\",\n \"\\\\u\",\n \"tot_\",\n \"=_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"reg_\",\n \"+_\",\n \"'\",\n \"0\",\n \"Inv\",\n \"erse\",\n \"War\",\n \"p\",\n \".\",\n \"ni\",\n \"i\",\n \".\",\n \"gz\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"param_\",\n \"._\",\n \"metric_\",\n \"==_\",\n \"'\",\n \"Mea\",\n \"n\",\n \"Square\",\n \"s\",\n \"'_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"remo\",\n \"ving\",\n \" \",\n \"offset_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"fixed\",\n \"\\\\u\",\n \"im_\",\n \"=_\",\n \"Image_\",\n \"(_\",\n \"fixed\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"ext_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"fixed\",\n \"\\\\u\",\n \"im_\",\n \"._\",\n \"data_\",\n \"=_\",\n \"(_\",\n \"fixed\",\n \"\\\\u\",\n \"im_\",\n \"._\",\n \"data_\",\n \"-_\",\n \"new\",\n \"\\\\u\",\n \"min_\",\n \")_\",\n \"*_\",\n \"(_\",\n \"old\",\n \"\\\\u\",\n \"max_\",\n \"-_\",\n \"old\",\n \"\\\\u\",\n \"min_\",\n \")_\",\n \"/_\",\n \"(_\",\n \"new\",\n \"\\\\u\",\n \"max_\",\n \"-_\",\n \"new\",\n \"\\\\u\",\n \"min_\",\n \")_\",\n \"+_\",\n \"old\",\n \"\\\\u\",\n \"min_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"fixed\",\n \"\\\\u\",\n \"im_\",\n \"._\",\n \"save_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"im_\",\n \"=_\",\n \"Image_\",\n \"(_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"reg_\",\n \"+_\",\n \"ext\",\n \"\\\\u\",\n \"multim\",\n \"oda\",\n \"l_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"im_\",\n \"._\",\n \"data_\",\n \"=_\",\n \"(_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"im_\",\n \"._\",\n \"data_\",\n \"-_\",\n \"new\",\n \"\\\\u\",\n \"min_\",\n \")_\",\n \"*_\",\n \"(_\",\n \"old\",\n \"\\\\u\",\n \"max_\",\n \"-_\",\n \"old\",\n \"\\\\u\",\n \"min_\",\n \")_\",\n \"/_\",\n \"(_\",\n \"new\",\n \"\\\\u\",\n \"max_\",\n \"-_\",\n \"new\",\n \"\\\\u\",\n \"min_\",\n \")_\",\n \"+_\",\n \"old\",\n \"\\\\u\",\n \"min_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"im_\",\n \"._\",\n \"save_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"un\",\n \"-\",\n \"padd\",\n \"ing\",\n \" \",\n \"the\",\n \" \",\n \"images_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"unpa\",\n \"d_\",\n \"=_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"reg_\",\n \"+_\",\n \"\\\"\\\\u\",\n \"unpa\",\n \"dde\",\n \"d\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"fixed\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"unpa\",\n \"d_\",\n \"=_\",\n \"fixed\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"\\\"\\\\u\",\n \"unpa\",\n \"dde\",\n \"d\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"sct\",\n \"_\",\n \"._\",\n \"run_\",\n \"(_\",\n \"\\\"\",\n \"sct\",\n \"\\\\u\",\n \"crop\",\n \"\\\\u\",\n \"image\",\n \" \",\n \"-\",\n \"i\",\n \" \",\n \"\\\"_\",\n \"+_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"reg_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"\\\"\",\n \" \",\n \"-\",\n \"dim\",\n \" \",\n \"2\",\n \" \",\n \"-\",\n \"start\",\n \" \",\n \"\\\"_\",\n \"+_\",\n \"str_\",\n \"(_\",\n \"int_\",\n \"(_\",\n \"param_\",\n \"._\",\n \"padding_\",\n \")_\",\n \")_\",\n \"+_\",\n \"\\\"\",\n \" \",\n \"-\",\n \"end\",\n \" \",\n \"-\\\"_\",\n \"+_\",\n \"param_\",\n \"._\",\n \"padding_\",\n \"+_\",\n \"\\\"\",\n \" \",\n \"-\",\n \"o\",\n \" \",\n \"\\\"_\",\n \"+_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"unpa\",\n \"d_\",\n \"+_\",\n \"ext_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"sct\",\n \"_\",\n \"._\",\n \"run_\",\n \"(_\",\n \"\\\"\",\n \"sct\",\n \"\\\\u\",\n \"crop\",\n \"\\\\u\",\n \"image\",\n \" \",\n \"-\",\n \"i\",\n \" \",\n \"\\\"_\",\n \"+_\",\n \"fixed\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"\\\"\",\n \" \",\n \"-\",\n \"dim\",\n \" \",\n \"2\",\n \" \",\n \"-\",\n \"start\",\n \" \",\n \"\\\"_\",\n \"+_\",\n \"str_\",\n \"(_\",\n \"int_\",\n \"(_\",\n \"param_\",\n \"._\",\n \"padding_\",\n \")_\",\n \")_\",\n \"+_\",\n \"\\\"\",\n \" \",\n \"-\",\n \"end\",\n \" \",\n \"-\\\"_\",\n \"+_\",\n \"param_\",\n \"._\",\n \"padding_\",\n \"+_\",\n \"\\\"\",\n \" \",\n \"-\",\n \"o\",\n \" \",\n \"\\\"_\",\n \"+_\",\n \"fixed\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"unpa\",\n \"d_\",\n \"+_\",\n \"ext_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"'''\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"#\",\n \" \",\n \"warp\",\n \"\\\\u\",\n \"tot\",\n \" \",\n \"=\",\n \" \",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"reg\",\n \"+\\\"\",\n \"0\",\n \"War\",\n \"p\",\n \".\",\n \"ni\",\n \"i\",\n \".\",\n \"gz\",\n \"\\\"\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"#\",\n \" \",\n \"inv\",\n \"erse\",\n \"\\\\u\",\n \"warp\",\n \"\\\\u\",\n \"tot\",\n \" \",\n \"=\",\n \" \",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"reg\",\n \"+\\\"\",\n \"0\",\n \"Inv\",\n \"erse\",\n \"War\",\n \"p\",\n \".\",\n \"ni\",\n \"i\",\n \".\",\n \"gz\",\n \"\\\"\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"warp\",\n \"\\\\u\",\n \"unpa\",\n \"d\",\n \" \",\n \"=\",\n \" \",\n \"sct\",\n \".\",\n \"add\",\n \"\\\\u\",\n \"suff\",\n \"ix\",\n \"(\",\n \"warp\",\n \"\\\\u\",\n \"tot\",\n \",\",\n \" \",\n \"'\\\\u\",\n \"unpa\",\n \"d\",\n \"')\",\n \" \",\n \" \",\n \"#\",\n \" \",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"reg\",\n \"+\\\"\",\n \"0\",\n \"War\",\n \"p\",\n \"\\\\u\",\n \"unpa\",\n \"d\",\n \".\",\n \"ni\",\n \"i\",\n \".\",\n \"gz\",\n \"\\\"\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"inv\",\n \"erse\",\n \"\\\\u\",\n \"warp\",\n \"\\\\u\",\n \"unpa\",\n \"d\",\n \" \",\n \"=\",\n \" \",\n \" \",\n \"sct\",\n \".\",\n \"add\",\n \"\\\\u\",\n \"suff\",\n \"ix\",\n \"(\",\n \"inv\",\n \"erse\",\n \"\\\\u\",\n \"warp\",\n \"\\\\u\",\n \"tot\",\n \",\",\n \" \",\n \"'\\\\u\",\n \"unpa\",\n \"d\",\n \"')\",\n \" \",\n \" \",\n \"#\",\n \" \",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"reg\",\n \"+\\\"\",\n \"0\",\n \"Inv\",\n \"erse\",\n \"War\",\n \"p\",\n \"\\\\u\",\n \"unpa\",\n \"d\",\n \".\",\n \"ni\",\n \"i\",\n \".\",\n \"gz\",\n \"\\\"\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"sct\",\n \".\",\n \"run\",\n \"(\\\"\",\n \"sct\",\n \"\\\\u\",\n \"crop\",\n \"\\\\u\",\n \"image\",\n \" \",\n \"-\",\n \"i\",\n \" \",\n \"\\\"+\",\n \"warp\",\n \"\\\\u\",\n \"tot\",\n \"+\\\"\",\n \" \",\n \"-\",\n \"dim\",\n \" \",\n \"2\",\n \" \",\n \"-\",\n \"start\",\n \" \",\n \"\\\"+\",\n \"str\",\n \"(\",\n \"int\",\n \"(\",\n \"param\",\n \".\",\n \"padd\",\n \"ing\",\n \"))\",\n \"+\\\"\",\n \" \",\n \"-\",\n \"end\",\n \" \",\n \"-\\\"\",\n \"+\",\n \"param\",\n \".\",\n \"padd\",\n \"ing\",\n \"+\\\"\",\n \" \",\n \"-\",\n \"o\",\n \" \",\n \"\\\"+\",\n \"warp\",\n \"\\\\u\",\n \"unpa\",\n \"d\",\n \")\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"sct\",\n \".\",\n \"run\",\n \"(\\\"\",\n \"sct\",\n \"\\\\u\",\n \"crop\",\n \"\\\\u\",\n \"image\",\n \" \",\n \"-\",\n \"i\",\n \" \",\n \"\\\"+\",\n \"inv\",\n \"erse\",\n \"\\\\u\",\n \"warp\",\n \"\\\\u\",\n \"tot\",\n \"+\\\"\",\n \" \",\n \"-\",\n \"dim\",\n \" \",\n \"2\",\n \" \",\n \"-\",\n \"start\",\n \" \",\n \"\\\"+\",\n \"str\",\n \"(\",\n \"int\",\n \"(\",\n \"param\",\n \".\",\n \"padd\",\n \"ing\",\n \"))\",\n \"+\\\"\",\n \" \",\n \"-\",\n \"end\",\n \" \",\n \"-\\\"\",\n \"+\",\n \"param\",\n \".\",\n \"padd\",\n \"ing\",\n \"+\\\"\",\n \" \",\n \"-\",\n \"o\",\n \" \",\n \"\\\"+\",\n \"inv\",\n \"erse\",\n \"\\\\u\",\n \"warp\",\n \"\\\\u\",\n \"unpa\",\n \"d\",\n \")\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"'''_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"path\",\n \"\\\\u\",\n \"output_\",\n \",_\",\n \"file\",\n \"\\\\u\",\n \"output_\",\n \",_\",\n \"ext\",\n \"\\\\u\",\n \"output_\",\n \"=_\",\n \"sct\",\n \"_\",\n \"._\",\n \"extract\",\n \"\\\\u\",\n \"fname_\",\n \"(_\",\n \"param_\",\n \"._\",\n \"fname\",\n \"\\\\u\",\n \"output_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"warp\",\n \"\\\\u\",\n \"output_\",\n \"=_\",\n \"file\",\n \"\\\\u\",\n \"output_\",\n \"+_\",\n \"\\\"\\\\u\",\n \"War\",\n \"p\",\n \"\\\"_\",\n \"+_\",\n \"ext\",\n \"\\\\u\",\n \"output_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"inv\",\n \"erse\",\n \"\\\\u\",\n \"warp\",\n \"\\\\u\",\n \"output_\",\n \"=_\",\n \"file\",\n \"\\\\u\",\n \"output_\",\n \"+_\",\n \"\\\"\\\\u\",\n \"Inv\",\n \"erse\",\n \"War\",\n \"p\",\n \"\\\"_\",\n \"+_\",\n \"ext\",\n \"\\\\u\",\n \"output_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"with\",\n \" \",\n \"multim\",\n \"oda\",\n \"l\\\\u\",\n \"reg_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"sct\",\n \"_\",\n \"._\",\n \"run_\",\n \"(_\",\n \"\\\"\",\n \"mv\",\n \" \",\n \"warp\",\n \"\\\\u\\\"_\",\n \"+_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"\\\"\",\n \"2\",\n \"\\\"_\",\n \"+_\",\n \"fixed\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"\\\".\",\n \"ni\",\n \"i\",\n \".\",\n \"gz\",\n \" \",\n \"\\\"_\",\n \"+_\",\n \"warp\",\n \"\\\\u\",\n \"output_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"sct\",\n \"_\",\n \"._\",\n \"run_\",\n \"(_\",\n \"\\\"\",\n \"mv\",\n \" \",\n \"warp\",\n \"\\\\u\\\"_\",\n \"+_\",\n \"fixed\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"\\\"\",\n \"2\",\n \"\\\"_\",\n \"+_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name_\",\n \"+_\",\n \"\\\".\",\n \"ni\",\n \"i\",\n \".\",\n \"gz\",\n \" \",\n \"\\\"_\",\n \"+_\",\n \"inv\",\n \"erse\",\n \"\\\\u\",\n \"warp\",\n \"\\\\u\",\n \"output_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"'''\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"#\",\n \" \",\n \"with\",\n \" \",\n \"ant\",\n \"s\",\n \"Reg\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"sct\",\n \".\",\n \"run\",\n \"(\\\"\",\n \"mv\",\n \" \",\n \"\\\"+\",\n \"warp\",\n \"\\\\u\",\n \"unpa\",\n \"d\",\n \"+\\\"\",\n \" \",\n \"\\\"+\",\n \"warp\",\n \"\\\\u\",\n \"output\",\n \")\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"sct\",\n \".\",\n \"run\",\n \"(\\\"\",\n \"mv\",\n \" \",\n \"\\\"+\",\n \"inv\",\n \"erse\",\n \"\\\\u\",\n \"warp\",\n \"\\\\u\",\n \"unpa\",\n \"d\",\n \"+\\\"\",\n \" \",\n \"\\\"+\",\n \"inv\",\n \"erse\",\n \"\\\\u\",\n \"warp\",\n \"\\\\u\",\n \"output\",\n \")\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"'''_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"out_\",\n \"=_\",\n \"file\",\n \"\\\\u\",\n \"output_\",\n \"+_\",\n \"ext\",\n \"\\\\u\",\n \"output_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"put\",\n \" \",\n \"the\",\n \" \",\n \"result\",\n \" \",\n \"and\",\n \" \",\n \"the\",\n \" \",\n \"reference\",\n \" \",\n \"in\",\n \" \",\n \"the\",\n \" \",\n \"same\",\n \" \",\n \"space\",\n \" \",\n \"usi\",\n \"ng\",\n \" \",\n \"a\",\n \" \",\n \"registration\",\n \" \",\n \"with\",\n \" \",\n \"ANT\",\n \"s\",\n \" \",\n \"with\",\n \" \",\n \"no\",\n \" \",\n \"iterati\",\n \"on\",\n \":_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"sct\",\n \"_\",\n \"._\",\n \"run_\",\n \"(_\",\n \"'\",\n \"isc\",\n \"t\",\n \"\\\\u\",\n \"ant\",\n \"s\",\n \"Registration\",\n \" \",\n \"-\",\n \"d\",\n \" \",\n \"3\",\n \" \",\n \"-\",\n \"t\",\n \" \",\n \"Translat\",\n \"ion\",\n \"[\",\n \"0\",\n \"]\",\n \" \",\n \"-\",\n \"m\",\n \" \",\n \"MI\",\n \"['_\",\n \"+_\",\n \"fixed\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"unpa\",\n \"d_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"','_\",\n \"+_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"unpa\",\n \"d_\",\n \"+_\",\n \"ext_\",\n \"+_\",\n \"',\",\n \"1\",\n \",\",\n \"16\",\n \"]\",\n \" \",\n \"-\",\n \"o\",\n \" \",\n \"[\",\n \"reg\",\n \"Affi\",\n \"ne\",\n \",'_\",\n \"+_\",\n \"movin\",\n \"g\",\n \"\\\\u\",\n \"name\",\n \"\\\\u\",\n \"out_\",\n \"+_\",\n \"']\",\n \" \",\n \"-\",\n \"n\",\n \" \",\n \"BS\",\n \"plin\",\n \"e\",\n \"[\",\n \"3\",\n \"]\",\n \" \",\n \"-\",\n \"c\",\n \" \",\n \"0\",\n \" \",\n \"-\",\n \"f\",\n \" \",\n \"1\",\n \" \",\n \"-\",\n \"s\",\n \" \",\n \"0\",\n \"'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"warp\",\n \"\\\\u\",\n \"output_\",\n \",_\",\n \"inv\",\n \"erse\",\n \"\\\\u\",\n \"warp\",\n \"\\\\u\",\n \"output_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\"\n]","isConversational":false},"label_sequence":{"kind":"list like","value":[4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,2,2,2,2,0,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],"string":"[\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2\n]","isConversational":false}}},{"rowIdx":180,"cells":{"query_name":{"kind":"string","value":"Unused import"},"code_file_path":{"kind":"string","value":"fp7-ofelia/ocf/vt_manager/src/python/vt_manager/models/XenServer.py"},"context_blocks":{"kind":"list like","value":[{"content":"from django.db import models\nfrom django.contrib import auth\nfrom threading import Lock\nimport inspect \nfrom vt_manager.models.VTServer import VTServer\nfrom vt_manager.models.Action import Action\nfrom vt_manager.models.VirtualMachine import VirtualMachine\nfrom vt_manager.models.XenVM import XenVM\nfrom vt_manager.utils.MutexStore import MutexStore\nfrom vt_manager.models.utils.Choices import VirtTechClass\n\n\n\n","metadata":"root","header":"['module', '___EOS___']","index":0},{"content":"def validateAgentURLwrapper():\n\tVTServer.validateAgentURL()","metadata":"root.validateAgentURLwrapper","header":"['module', '___EOS___']","index":11},{"content":"class XenServer(VTServer):\n\t\"\"\"Virtualization Server class\"\"\"\n\n\tclass Meta:\n\t\t\"\"\"Meta Class for your model.\"\"\"\n\t\tapp_label = 'vt_manager'\n\n\t''' VMs array '''\n\tvms = models.ManyToManyField(XenVM, blank = True, null = False, editable = False, related_name = \"Server\")\n\t\n\t#Stats of memory cpu and disk\n\t#TODO: Add here ManyToMany relation to statistics objects\n\n\n\t##Private methods\n\n\t\t\n\t'''Constructor'''\n\n\t'''Updater'''\n\n\t'''Destructor'''\n\t\n\t''' Public interface methods '''\n\n\t\n","metadata":"root.XenServer","header":"['module', '___EOS___']","index":14},{"content":"\tdef __tupleContainsKey(tu,key):\n\t\tfor val in tu:\n\t\t\tif val[0] == key:\n\t\t\t\treturn True\n\t\treturn False","metadata":"root.XenServer.__tupleContainsKey","header":"['class', 'XenServer', '(', 'VTServer', ')', ':', '___EOS___']","index":29},{"content":"\tdef __addInterface(self,interface):\n\t\t\n\t\tif not isinstance(interface,NetworkInterface):\n\t\t\traise Exception(\"Cannot add an interface if is not a NetworkInterface object instance\")\t","metadata":"root.XenServer.__addInterface","header":"['class', 'XenServer', '(', 'VTServer', ')', ':', '___EOS___']","index":35},{"content":"\t@staticmethod\n\tdef constructor(name,osType,osDistribution,osVersion,nCPUs,CPUfreq,memory,size,agentUrl,agentPassword,save=True):\n\t\tself = XenServer()\n\t\treturn self.updateServer(name,osType,osDistribution,osVersion,nCPUs,CPUfreq,memory,size,agentUrl,agentPassword,save=True)","metadata":"root.XenServer.constructor","header":"['class', 'XenServer', '(', 'VTServer', ')', ':', '___EOS___']","index":41},{"content":"\tdef updateServer(self,name,osType,osDistribution,osVersion,nCPUs,CPUfreq,memory,size,agentUrl,agentPassword,save=True):\n\t\ttry:\n\t\t\tself.setName(name)\n\t\t\tself.setVirtTech(VirtTechClass.VIRT_TECH_TYPE_XEN)\n\t\t\tself.setOSType(osType)\n\t\t\tself.setOSDistribution(osDistribution)\n\t\t\tself.setOSVersion(osVersion)\n\t\t\tself.setNumberOfCPUs(nCPUs)\n\t\t\tself.setCPUFrequency(CPUfreq)\n\t\t\tself.setMemory(memory)\n\t\t\tself.setDiscSpaceGB(size)\n\t\t\tself.setAgentURL(agentUrl)\n\t\t\tself.setAgentPassword(agentPassword)\n\t\t\tself.doSave = save\n\t\t\tif save:\n\t\t\t\tself.save()\n\t\t\treturn self\n\t\texcept Exception as e:\n\t\t\tprint e\n\t\t\tself.destroy()\n\t\t\traise e","metadata":"root.XenServer.updateServer","header":"['class', 'XenServer', '(', 'VTServer', ')', ':', '___EOS___']","index":47},{"content":"\tdef destroy(self):\t\n\t\twith MutexStore.getObjectLock(self.getLockIdentifier()):\n\t\t\t#destroy interfaces\n\t\t\tfor inter in self.networkInterfaces.all():\n\t\t\t\tinter.destroy()\n\t\t\tself.delete()","metadata":"root.XenServer.destroy","header":"['class', 'XenServer', '(', 'VTServer', ')', ':', '___EOS___']","index":70},{"content":"\tdef getVMs(self,**kwargs):\n\t\treturn self.vms.filter(**kwargs)","metadata":"root.XenServer.getVMs","header":"['class', 'XenServer', '(', 'VTServer', ')', ':', '___EOS___']","index":79},{"content":"\tdef getVM(self,**kwargs):\n\t\treturn self.vms.get(kwargs)","metadata":"root.XenServer.getVM","header":"['class', 'XenServer', '(', 'VTServer', ')', ':', '___EOS___']","index":81},{"content":"\tdef createVM(self,name,uuid,projectId,projectName,sliceId,sliceName,osType,osVersion,osDist,memory,discSpaceGB,numberOfCPUs,callBackUrl,hdSetupType,hdOriginPath,virtSetupType,save=True):\n\t\twith MutexStore.getObjectLock(self.getLockIdentifier()):\n\t\t\t\n\t\t\tif XenVM.objects.filter(uuid=uuid).count() > 0:\n\t\t\t\traise Exception(\"Cannot create a Virtual Machine with the same UUID as an existing one\")\n\n\t\t\t#Allocate interfaces for the VM\n\t\t\tinterfaces = self.createEnslavedVMInterfaces()\n\t\t\t\n\t\t\t#Call factory\n\t\t\tvm = XenVM.create(name,uuid,projectId,projectName,sliceId,sliceName,osType,osVersion,osDist,memory,discSpaceGB,numberOfCPUs,callBackUrl,interfaces,hdSetupType,hdOriginPath,virtSetupType,save)\n\t\t\tself.vms.add(vm)\t\n\t\t\tself.autoSave()\n\t\t\treturn vm","metadata":"root.XenServer.createVM","header":"['class', 'XenServer', '(', 'VTServer', ')', ':', '___EOS___']","index":84},{"content":"\tdef deleteVM(self,vm):\n\t\twith MutexStore.getObjectLock(self.getLockIdentifier()):\t\n\t\t\tif vm not in self.vms.all():\n\t\t\t\traise Exception(\"Cannot delete a VM from pool if it is not already in\") \n\t\t\tself.vms.remove(vm)\n\t\t\t# Delete related db entry\n\t\t\tAction.objects.all().filter(objectUUID=vm.uuid).delete()\n\t\t\t# Keep actions table up-to-date after each deletion\n\t\t\t#vm_uuids = [ x.uuid for x in VirtualMachine.objects.all() ]\n\t\t\t#Action.objects.all().exclude(objectUUID__in = vm_uuids).delete()\n\t\t\tvm.destroy()\t\n\t\t\tself.autoSave()","metadata":"root.XenServer.deleteVM","header":"['class', 'XenServer', '(', 'VTServer', ')', ':', '___EOS___']","index":99}],"string":"[\n {\n \"content\": \"from django.db import models\\nfrom django.contrib import auth\\nfrom threading import Lock\\nimport inspect \\nfrom vt_manager.models.VTServer import VTServer\\nfrom vt_manager.models.Action import Action\\nfrom vt_manager.models.VirtualMachine import VirtualMachine\\nfrom vt_manager.models.XenVM import XenVM\\nfrom vt_manager.utils.MutexStore import MutexStore\\nfrom vt_manager.models.utils.Choices import VirtTechClass\\n\\n\\n\\n\",\n \"metadata\": \"root\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 0\n },\n {\n \"content\": \"def validateAgentURLwrapper():\\n\\tVTServer.validateAgentURL()\",\n \"metadata\": \"root.validateAgentURLwrapper\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 11\n },\n {\n \"content\": \"class XenServer(VTServer):\\n\\t\\\"\\\"\\\"Virtualization Server class\\\"\\\"\\\"\\n\\n\\tclass Meta:\\n\\t\\t\\\"\\\"\\\"Meta Class for your model.\\\"\\\"\\\"\\n\\t\\tapp_label = 'vt_manager'\\n\\n\\t''' VMs array '''\\n\\tvms = models.ManyToManyField(XenVM, blank = True, null = False, editable = False, related_name = \\\"Server\\\")\\n\\t\\n\\t#Stats of memory cpu and disk\\n\\t#TODO: Add here ManyToMany relation to statistics objects\\n\\n\\n\\t##Private methods\\n\\n\\t\\t\\n\\t'''Constructor'''\\n\\n\\t'''Updater'''\\n\\n\\t'''Destructor'''\\n\\t\\n\\t''' Public interface methods '''\\n\\n\\t\\n\",\n \"metadata\": \"root.XenServer\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 14\n },\n {\n \"content\": \"\\tdef __tupleContainsKey(tu,key):\\n\\t\\tfor val in tu:\\n\\t\\t\\tif val[0] == key:\\n\\t\\t\\t\\treturn True\\n\\t\\treturn False\",\n \"metadata\": \"root.XenServer.__tupleContainsKey\",\n \"header\": \"['class', 'XenServer', '(', 'VTServer', ')', ':', '___EOS___']\",\n \"index\": 29\n },\n {\n \"content\": \"\\tdef __addInterface(self,interface):\\n\\t\\t\\n\\t\\tif not isinstance(interface,NetworkInterface):\\n\\t\\t\\traise Exception(\\\"Cannot add an interface if is not a NetworkInterface object instance\\\")\\t\",\n \"metadata\": \"root.XenServer.__addInterface\",\n \"header\": \"['class', 'XenServer', '(', 'VTServer', ')', ':', '___EOS___']\",\n \"index\": 35\n },\n {\n \"content\": \"\\t@staticmethod\\n\\tdef constructor(name,osType,osDistribution,osVersion,nCPUs,CPUfreq,memory,size,agentUrl,agentPassword,save=True):\\n\\t\\tself = XenServer()\\n\\t\\treturn self.updateServer(name,osType,osDistribution,osVersion,nCPUs,CPUfreq,memory,size,agentUrl,agentPassword,save=True)\",\n \"metadata\": \"root.XenServer.constructor\",\n \"header\": \"['class', 'XenServer', '(', 'VTServer', ')', ':', '___EOS___']\",\n \"index\": 41\n },\n {\n \"content\": \"\\tdef updateServer(self,name,osType,osDistribution,osVersion,nCPUs,CPUfreq,memory,size,agentUrl,agentPassword,save=True):\\n\\t\\ttry:\\n\\t\\t\\tself.setName(name)\\n\\t\\t\\tself.setVirtTech(VirtTechClass.VIRT_TECH_TYPE_XEN)\\n\\t\\t\\tself.setOSType(osType)\\n\\t\\t\\tself.setOSDistribution(osDistribution)\\n\\t\\t\\tself.setOSVersion(osVersion)\\n\\t\\t\\tself.setNumberOfCPUs(nCPUs)\\n\\t\\t\\tself.setCPUFrequency(CPUfreq)\\n\\t\\t\\tself.setMemory(memory)\\n\\t\\t\\tself.setDiscSpaceGB(size)\\n\\t\\t\\tself.setAgentURL(agentUrl)\\n\\t\\t\\tself.setAgentPassword(agentPassword)\\n\\t\\t\\tself.doSave = save\\n\\t\\t\\tif save:\\n\\t\\t\\t\\tself.save()\\n\\t\\t\\treturn self\\n\\t\\texcept Exception as e:\\n\\t\\t\\tprint e\\n\\t\\t\\tself.destroy()\\n\\t\\t\\traise e\",\n \"metadata\": \"root.XenServer.updateServer\",\n \"header\": \"['class', 'XenServer', '(', 'VTServer', ')', ':', '___EOS___']\",\n \"index\": 47\n },\n {\n \"content\": \"\\tdef destroy(self):\\t\\n\\t\\twith MutexStore.getObjectLock(self.getLockIdentifier()):\\n\\t\\t\\t#destroy interfaces\\n\\t\\t\\tfor inter in self.networkInterfaces.all():\\n\\t\\t\\t\\tinter.destroy()\\n\\t\\t\\tself.delete()\",\n \"metadata\": \"root.XenServer.destroy\",\n \"header\": \"['class', 'XenServer', '(', 'VTServer', ')', ':', '___EOS___']\",\n \"index\": 70\n },\n {\n \"content\": \"\\tdef getVMs(self,**kwargs):\\n\\t\\treturn self.vms.filter(**kwargs)\",\n \"metadata\": \"root.XenServer.getVMs\",\n \"header\": \"['class', 'XenServer', '(', 'VTServer', ')', ':', '___EOS___']\",\n \"index\": 79\n },\n {\n \"content\": \"\\tdef getVM(self,**kwargs):\\n\\t\\treturn self.vms.get(kwargs)\",\n \"metadata\": \"root.XenServer.getVM\",\n \"header\": \"['class', 'XenServer', '(', 'VTServer', ')', ':', '___EOS___']\",\n \"index\": 81\n },\n {\n \"content\": \"\\tdef createVM(self,name,uuid,projectId,projectName,sliceId,sliceName,osType,osVersion,osDist,memory,discSpaceGB,numberOfCPUs,callBackUrl,hdSetupType,hdOriginPath,virtSetupType,save=True):\\n\\t\\twith MutexStore.getObjectLock(self.getLockIdentifier()):\\n\\t\\t\\t\\n\\t\\t\\tif XenVM.objects.filter(uuid=uuid).count() > 0:\\n\\t\\t\\t\\traise Exception(\\\"Cannot create a Virtual Machine with the same UUID as an existing one\\\")\\n\\n\\t\\t\\t#Allocate interfaces for the VM\\n\\t\\t\\tinterfaces = self.createEnslavedVMInterfaces()\\n\\t\\t\\t\\n\\t\\t\\t#Call factory\\n\\t\\t\\tvm = XenVM.create(name,uuid,projectId,projectName,sliceId,sliceName,osType,osVersion,osDist,memory,discSpaceGB,numberOfCPUs,callBackUrl,interfaces,hdSetupType,hdOriginPath,virtSetupType,save)\\n\\t\\t\\tself.vms.add(vm)\\t\\n\\t\\t\\tself.autoSave()\\n\\t\\t\\treturn vm\",\n \"metadata\": \"root.XenServer.createVM\",\n \"header\": \"['class', 'XenServer', '(', 'VTServer', ')', ':', '___EOS___']\",\n \"index\": 84\n },\n {\n \"content\": \"\\tdef deleteVM(self,vm):\\n\\t\\twith MutexStore.getObjectLock(self.getLockIdentifier()):\\t\\n\\t\\t\\tif vm not in self.vms.all():\\n\\t\\t\\t\\traise Exception(\\\"Cannot delete a VM from pool if it is not already in\\\") \\n\\t\\t\\tself.vms.remove(vm)\\n\\t\\t\\t# Delete related db entry\\n\\t\\t\\tAction.objects.all().filter(objectUUID=vm.uuid).delete()\\n\\t\\t\\t# Keep actions table up-to-date after each deletion\\n\\t\\t\\t#vm_uuids = [ x.uuid for x in VirtualMachine.objects.all() ]\\n\\t\\t\\t#Action.objects.all().exclude(objectUUID__in = vm_uuids).delete()\\n\\t\\t\\tvm.destroy()\\t\\n\\t\\t\\tself.autoSave()\",\n \"metadata\": \"root.XenServer.deleteVM\",\n \"header\": \"['class', 'XenServer', '(', 'VTServer', ')', ':', '___EOS___']\",\n \"index\": 99\n }\n]","isConversational":false},"answer_spans":{"kind":"list like","value":[{"span":"from django.contrib import auth","start_line":1,"start_column":0,"end_line":1,"end_column":31},{"span":"from threading import Lock","start_line":2,"start_column":0,"end_line":2,"end_column":26},{"span":"import inspect ","start_line":3,"start_column":0,"end_line":3,"end_column":14},{"span":"from vt_manager.models.VirtualMachine import VirtualMachine","start_line":6,"start_column":0,"end_line":6,"end_column":59}],"string":"[\n {\n \"span\": \"from django.contrib import auth\",\n \"start_line\": 1,\n \"start_column\": 0,\n \"end_line\": 1,\n \"end_column\": 31\n },\n {\n \"span\": \"from threading import Lock\",\n \"start_line\": 2,\n \"start_column\": 0,\n \"end_line\": 2,\n \"end_column\": 26\n },\n {\n \"span\": \"import inspect \",\n \"start_line\": 3,\n \"start_column\": 0,\n \"end_line\": 3,\n \"end_column\": 14\n },\n {\n \"span\": \"from vt_manager.models.VirtualMachine import VirtualMachine\",\n \"start_line\": 6,\n \"start_column\": 0,\n \"end_line\": 6,\n \"end_column\": 59\n }\n]","isConversational":false},"supporting_fact_spans":{"kind":"list like","value":[],"string":"[]","isConversational":false},"example_type":{"kind":"number","value":1,"string":"1"},"single_hop":{"kind":"bool","value":false,"string":"false"},"subtokenized_input_sequence":{"kind":"list like","value":["[CLS]_","Un","used_","import_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","from_","django_","._","db_","import_","models_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","django_","._","contrib_","import_","auth_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","threading_","import_","Lock_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","inspect_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","vt","\\u","manager_","._","models_","._","VT","Server_","import_","VT","Server_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","vt","\\u","manager_","._","models_","._","Action_","import_","Action_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","vt","\\u","manager_","._","models_","._","Virt","ual","Machine_","import_","Virt","ual","Machine_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","vt","\\u","manager_","._","models_","._","Xen","VM_","import_","Xen","VM_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","vt","\\u","manager_","._","utils_","._","Mute","x","Store_","import_","Mute","x","Store_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","vt","\\u","manager_","._","models_","._","utils_","._","Choices_","import_","Virt","Te","ch","Class_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","def_","validat","e","Agent","URL","wrapper_","(_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","_","VT","Server_","._","validat","e","Agent","URL_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","class_","Xen","Server_","(_","VT","Server_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","_","\"\"\"","Virt","uali","zatio","n"," ","Server"," ","class","\"\"\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","class_","Meta_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","\"\"\"","Meta"," ","Class"," ","for"," ","your"," ","model",".\"\"\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","app","\\u","label_","=_","'","vt","\\u","manage","r","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","'''"," ","VM","s"," ","array"," ","'''_","\\u\\u\\uNEWLINE\\u\\u\\u_","vms_","=_","models_","._","Many","To","Many","Field_","(_","Xen","VM_",",_","blank_","=_","True_",",_","null_","=_","False_",",_","editable_","=_","False_",",_","relate","d\\u","name_","=_","\"","Server","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#","Stat","s"," ","of"," ","memory"," ","cpu"," ","and"," ","disk_","\\u\\u\\uNL\\u\\u\\u_","#","TOD","O",":"," ","Add"," ","here"," ","Many","To","Many"," ","relation"," ","to"," ","statistic","s"," ","objects_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","##","Priva","te"," ","methods_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","'''","Constructor","'''_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","'''","Update","r","'''_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","'''","Destr","uct","or","'''_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","'''"," ","Public"," ","interface"," ","method","s"," ","'''_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","[SEP]_","class_","Xen","Server_","(_","VT","Server_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","def_","\\u\\u","tuple","Contain","s","Key_","(_","tu_",",_","key_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","for_","val_","in_","tu_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t\t_","if_","val_","[_","0_","]_","==_","key_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t\t\t_","return_","True_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","return_","False_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Xen","Server_","(_","VT","Server_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","\\u\\u","add","Interface_","(_","self_",",_","interface_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","if_","not_","isinstance_","(_","interface_",",_","Network","Interface_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t\t_","raise_","Exception_","(_","\"","Cann","ot"," ","add"," ","an"," ","interface"," ","if"," ","is"," ","not"," ","a"," ","Network","Interface"," ","object"," ","instance","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Xen","Server_","(_","VT","Server_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","@_","staticmethod_","\\u\\u\\uNEWLINE\\u\\u\\u_","def_","constructor_","(_","name_",",_","os","Type_",",_","os","Distribution_",",_","os","Version_",",_","n","CPU","s_",",_","CPU","freq_",",_","memory_",",_","size_",",_","agent","Url_",",_","agent","Password_",",_","save_","=_","True_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","self_","=_","Xen","Server_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","return_","self_","._","update","Server_","(_","name_",",_","os","Type_",",_","os","Distribution_",",_","os","Version_",",_","n","CPU","s_",",_","CPU","freq_",",_","memory_",",_","size_",",_","agent","Url_",",_","agent","Password_",",_","save_","=_","True_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Xen","Server_","(_","VT","Server_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","def_","update","Server_","(_","self_",",_","name_",",_","os","Type_",",_","os","Distribution_",",_","os","Version_",",_","n","CPU","s_",",_","CPU","freq_",",_","memory_",",_","size_",",_","agent","Url_",",_","agent","Password_",",_","save_","=_","True_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t\t_","self_","._","set","Name_","(_","name_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","set","Virt","Te","ch_","(_","Virt","Te","ch","Class_","._","VIR","T","\\u","TECH","\\u","TYPE","\\u","XE","N_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","set","OST","ype_","(_","os","Type_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","set","OS","Distribution_","(_","os","Distribution_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","set","OS","Version_","(_","os","Version_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","set","Number","Of","CPU","s_","(_","n","CPU","s_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","set","CPU","Frequency_","(_","CPU","freq_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","set","Memory_","(_","memory_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","set","Disc","Spac","e","GB","_","(_","size_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","set","Agent","URL_","(_","agent","Url_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","set","Agent","Password_","(_","agent","Password_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","do","Save_","=_","save_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","save_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t\t\t_","self_","._","save_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","return_","self_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","except_","Exception_","as_","e_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t\t_","print_","e_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","destroy_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","raise_","e_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Xen","Server_","(_","VT","Server_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","def_","destroy_","(_","self_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","with_","Mute","x","Store_","._","get","Object","Lock_","(_","self_","._","get","Lock","Identifier_","(_",")_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#","destroy"," ","interfaces_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t\t_","for_","inter_","in_","self_","._","network","Interface","s_","._","all_","(_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t\t\t_","inter_","._","destroy_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","self_","._","delete_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Xen","Server_","(_","VT","Server_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","def_","get","VM","s_","(_","self_",",_","**_","kwargs_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","return_","self_","._","vms_","._","filter_","(_","**_","kwargs_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Xen","Server_","(_","VT","Server_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","get","VM_","(_","self_",",_","**_","kwargs_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","return_","self_","._","vms_","._","get_","(_","kwargs_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Xen","Server_","(_","VT","Server_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","create","VM_","(_","self_",",_","name_",",_","uuid_",",_","project","Id_",",_","project","Name_",",_","slice","Id_",",_","slice","Name_",",_","os","Type_",",_","os","Version_",",_","os","Dist_",",_","memory_",",_","disc","Spac","e","GB","_",",_","number","Of","CPU","s_",",_","call","Back","Url_",",_","hd","Set","up","Type_",",_","hd","Orig","in","Path_",",_","virt","Set","up","Type_",",_","save_","=_","True_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","with_","Mute","x","Store_","._","get","Object","Lock_","(_","self_","._","get","Lock","Identifier_","(_",")_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t\t_","if_","Xen","VM_","._","objects_","._","filter_","(_","uuid_","=_","uuid_",")_","._","count_","(_",")_",">_","0_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t\t\t_","raise_","Exception_","(_","\"","Cann","ot"," ","create"," ","a"," ","Virt","ual"," ","Machine"," ","with"," ","the"," ","same"," ","UU","ID"," ","as"," ","an"," ","exist","ing"," ","one","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#","Allocate"," ","interface","s"," ","for"," ","the"," ","VM_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","interfaces_","=_","self_","._","create","Ens","lav","ed","VM","Interface","s_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#","Call"," ","factory_","\\u\\u\\uNL\\u\\u\\u_","vm_","=_","Xen","VM_","._","create_","(_","name_",",_","uuid_",",_","project","Id_",",_","project","Name_",",_","slice","Id_",",_","slice","Name_",",_","os","Type_",",_","os","Version_",",_","os","Dist_",",_","memory_",",_","disc","Spac","e","GB","_",",_","number","Of","CPU","s_",",_","call","Back","Url_",",_","interfaces_",",_","hd","Set","up","Type_",",_","hd","Orig","in","Path_",",_","virt","Set","up","Type_",",_","save_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","vms_","._","add_","(_","vm_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","auto","Save_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","return_","vm_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Xen","Server_","(_","VT","Server_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","delete","VM_","(_","self_",",_","vm_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","with_","Mute","x","Store_","._","get","Object","Lock_","(_","self_","._","get","Lock","Identifier_","(_",")_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t\t_","if_","vm_","not_","in_","self_","._","vms_","._","all_","(_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t\t\t_","raise_","Exception_","(_","\"","Cann","ot"," ","delete"," ","a"," ","VM"," ","from"," ","pool"," ","if"," ","it"," ","is"," ","not"," ","alr","ead","y"," ","in","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","self_","._","vms_","._","remove_","(_","vm_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","Delete"," ","relate","d"," ","db"," ","entry_","\\u\\u\\uNL\\u\\u\\u_","Action_","._","objects_","._","all_","(_",")_","._","filter_","(_","object","UUID_","=_","vm_","._","uuid_",")_","._","delete_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","Keep"," ","action","s"," ","table"," ","up","-","to","-","date"," ","after"," ","each"," ","deletion_","\\u\\u\\uNL\\u\\u\\u_","#","vm","\\u","uuids"," ","="," ","["," ","x",".","uuid"," ","for"," ","x"," ","in"," ","Virt","ual","Machine",".","object","s",".","all","()"," ","]_","\\u\\u\\uNL\\u\\u\\u_","#","Action",".","object","s",".","all","()",".","exclu","de","(","object","UU","ID","\\u\\u","in"," ","="," ","vm","\\u","uuids",").","delete","()","_","\\u\\u\\uNL\\u\\u\\u_","vm_","._","destroy_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","auto","Save_","(_",")_"],"string":"[\n \"[CLS]_\",\n \"Un\",\n \"used_\",\n \"import_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"django_\",\n \"._\",\n \"db_\",\n \"import_\",\n \"models_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"django_\",\n \"._\",\n \"contrib_\",\n \"import_\",\n \"auth_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"threading_\",\n \"import_\",\n \"Lock_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"inspect_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"vt\",\n \"\\\\u\",\n \"manager_\",\n \"._\",\n \"models_\",\n \"._\",\n \"VT\",\n \"Server_\",\n \"import_\",\n \"VT\",\n \"Server_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"vt\",\n \"\\\\u\",\n \"manager_\",\n \"._\",\n \"models_\",\n \"._\",\n \"Action_\",\n \"import_\",\n \"Action_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"vt\",\n \"\\\\u\",\n \"manager_\",\n \"._\",\n \"models_\",\n \"._\",\n \"Virt\",\n \"ual\",\n \"Machine_\",\n \"import_\",\n \"Virt\",\n \"ual\",\n \"Machine_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"vt\",\n \"\\\\u\",\n \"manager_\",\n \"._\",\n \"models_\",\n \"._\",\n \"Xen\",\n \"VM_\",\n \"import_\",\n \"Xen\",\n \"VM_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"vt\",\n \"\\\\u\",\n \"manager_\",\n \"._\",\n \"utils_\",\n \"._\",\n \"Mute\",\n \"x\",\n \"Store_\",\n \"import_\",\n \"Mute\",\n \"x\",\n \"Store_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"vt\",\n \"\\\\u\",\n \"manager_\",\n \"._\",\n \"models_\",\n \"._\",\n \"utils_\",\n \"._\",\n \"Choices_\",\n \"import_\",\n \"Virt\",\n \"Te\",\n \"ch\",\n \"Class_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"validat\",\n \"e\",\n \"Agent\",\n \"URL\",\n \"wrapper_\",\n \"(_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"_\",\n \"VT\",\n \"Server_\",\n \"._\",\n \"validat\",\n \"e\",\n \"Agent\",\n \"URL_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"class_\",\n \"Xen\",\n \"Server_\",\n \"(_\",\n \"VT\",\n \"Server_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"_\",\n \"\\\"\\\"\\\"\",\n \"Virt\",\n \"uali\",\n \"zatio\",\n \"n\",\n \" \",\n \"Server\",\n \" \",\n \"class\",\n \"\\\"\\\"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"class_\",\n \"Meta_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"\\\"\\\"\\\"\",\n \"Meta\",\n \" \",\n \"Class\",\n \" \",\n \"for\",\n \" \",\n \"your\",\n \" \",\n \"model\",\n \".\\\"\\\"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"app\",\n \"\\\\u\",\n \"label_\",\n \"=_\",\n \"'\",\n \"vt\",\n \"\\\\u\",\n \"manage\",\n \"r\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"'''\",\n \" \",\n \"VM\",\n \"s\",\n \" \",\n \"array\",\n \" \",\n \"'''_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"vms_\",\n \"=_\",\n \"models_\",\n \"._\",\n \"Many\",\n \"To\",\n \"Many\",\n \"Field_\",\n \"(_\",\n \"Xen\",\n \"VM_\",\n \",_\",\n \"blank_\",\n \"=_\",\n \"True_\",\n \",_\",\n \"null_\",\n \"=_\",\n \"False_\",\n \",_\",\n \"editable_\",\n \"=_\",\n \"False_\",\n \",_\",\n \"relate\",\n \"d\\\\u\",\n \"name_\",\n \"=_\",\n \"\\\"\",\n \"Server\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"Stat\",\n \"s\",\n \" \",\n \"of\",\n \" \",\n \"memory\",\n \" \",\n \"cpu\",\n \" \",\n \"and\",\n \" \",\n \"disk_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"TOD\",\n \"O\",\n \":\",\n \" \",\n \"Add\",\n \" \",\n \"here\",\n \" \",\n \"Many\",\n \"To\",\n \"Many\",\n \" \",\n \"relation\",\n \" \",\n \"to\",\n \" \",\n \"statistic\",\n \"s\",\n \" \",\n \"objects_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"##\",\n \"Priva\",\n \"te\",\n \" \",\n \"methods_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"'''\",\n \"Constructor\",\n \"'''_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"'''\",\n \"Update\",\n \"r\",\n \"'''_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"'''\",\n \"Destr\",\n \"uct\",\n \"or\",\n \"'''_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"'''\",\n \" \",\n \"Public\",\n \" \",\n \"interface\",\n \" \",\n \"method\",\n \"s\",\n \" \",\n \"'''_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Xen\",\n \"Server_\",\n \"(_\",\n \"VT\",\n \"Server_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"\\\\u\\\\u\",\n \"tuple\",\n \"Contain\",\n \"s\",\n \"Key_\",\n \"(_\",\n \"tu_\",\n \",_\",\n \"key_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"for_\",\n \"val_\",\n \"in_\",\n \"tu_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t\\t_\",\n \"if_\",\n \"val_\",\n \"[_\",\n \"0_\",\n \"]_\",\n \"==_\",\n \"key_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t\\t\\t_\",\n \"return_\",\n \"True_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"False_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Xen\",\n \"Server_\",\n \"(_\",\n \"VT\",\n \"Server_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"\\\\u\\\\u\",\n \"add\",\n \"Interface_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"interface_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"if_\",\n \"not_\",\n \"isinstance_\",\n \"(_\",\n \"interface_\",\n \",_\",\n \"Network\",\n \"Interface_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t\\t_\",\n \"raise_\",\n \"Exception_\",\n \"(_\",\n \"\\\"\",\n \"Cann\",\n \"ot\",\n \" \",\n \"add\",\n \" \",\n \"an\",\n \" \",\n \"interface\",\n \" \",\n \"if\",\n \" \",\n \"is\",\n \" \",\n \"not\",\n \" \",\n \"a\",\n \" \",\n \"Network\",\n \"Interface\",\n \" \",\n \"object\",\n \" \",\n \"instance\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Xen\",\n \"Server_\",\n \"(_\",\n \"VT\",\n \"Server_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"@_\",\n \"staticmethod_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"constructor_\",\n \"(_\",\n \"name_\",\n \",_\",\n \"os\",\n \"Type_\",\n \",_\",\n \"os\",\n \"Distribution_\",\n \",_\",\n \"os\",\n \"Version_\",\n \",_\",\n \"n\",\n \"CPU\",\n \"s_\",\n \",_\",\n \"CPU\",\n \"freq_\",\n \",_\",\n \"memory_\",\n \",_\",\n \"size_\",\n \",_\",\n \"agent\",\n \"Url_\",\n \",_\",\n \"agent\",\n \"Password_\",\n \",_\",\n \"save_\",\n \"=_\",\n \"True_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"self_\",\n \"=_\",\n \"Xen\",\n \"Server_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"self_\",\n \"._\",\n \"update\",\n \"Server_\",\n \"(_\",\n \"name_\",\n \",_\",\n \"os\",\n \"Type_\",\n \",_\",\n \"os\",\n \"Distribution_\",\n \",_\",\n \"os\",\n \"Version_\",\n \",_\",\n \"n\",\n \"CPU\",\n \"s_\",\n \",_\",\n \"CPU\",\n \"freq_\",\n \",_\",\n \"memory_\",\n \",_\",\n \"size_\",\n \",_\",\n \"agent\",\n \"Url_\",\n \",_\",\n \"agent\",\n \"Password_\",\n \",_\",\n \"save_\",\n \"=_\",\n \"True_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Xen\",\n \"Server_\",\n \"(_\",\n \"VT\",\n \"Server_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"update\",\n \"Server_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"name_\",\n \",_\",\n \"os\",\n \"Type_\",\n \",_\",\n \"os\",\n \"Distribution_\",\n \",_\",\n \"os\",\n \"Version_\",\n \",_\",\n \"n\",\n \"CPU\",\n \"s_\",\n \",_\",\n \"CPU\",\n \"freq_\",\n \",_\",\n \"memory_\",\n \",_\",\n \"size_\",\n \",_\",\n \"agent\",\n \"Url_\",\n \",_\",\n \"agent\",\n \"Password_\",\n \",_\",\n \"save_\",\n \"=_\",\n \"True_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t\\t_\",\n \"self_\",\n \"._\",\n \"set\",\n \"Name_\",\n \"(_\",\n \"name_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"set\",\n \"Virt\",\n \"Te\",\n \"ch_\",\n \"(_\",\n \"Virt\",\n \"Te\",\n \"ch\",\n \"Class_\",\n \"._\",\n \"VIR\",\n \"T\",\n \"\\\\u\",\n \"TECH\",\n \"\\\\u\",\n \"TYPE\",\n \"\\\\u\",\n \"XE\",\n \"N_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"set\",\n \"OST\",\n \"ype_\",\n \"(_\",\n \"os\",\n \"Type_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"set\",\n \"OS\",\n \"Distribution_\",\n \"(_\",\n \"os\",\n \"Distribution_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"set\",\n \"OS\",\n \"Version_\",\n \"(_\",\n \"os\",\n \"Version_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"set\",\n \"Number\",\n \"Of\",\n \"CPU\",\n \"s_\",\n \"(_\",\n \"n\",\n \"CPU\",\n \"s_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"set\",\n \"CPU\",\n \"Frequency_\",\n \"(_\",\n \"CPU\",\n \"freq_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"set\",\n \"Memory_\",\n \"(_\",\n \"memory_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"set\",\n \"Disc\",\n \"Spac\",\n \"e\",\n \"GB\",\n \"_\",\n \"(_\",\n \"size_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"set\",\n \"Agent\",\n \"URL_\",\n \"(_\",\n \"agent\",\n \"Url_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"set\",\n \"Agent\",\n \"Password_\",\n \"(_\",\n \"agent\",\n \"Password_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"do\",\n \"Save_\",\n \"=_\",\n \"save_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"save_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t\\t\\t_\",\n \"self_\",\n \"._\",\n \"save_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"self_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"except_\",\n \"Exception_\",\n \"as_\",\n \"e_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t\\t_\",\n \"print_\",\n \"e_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"destroy_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"raise_\",\n \"e_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Xen\",\n \"Server_\",\n \"(_\",\n \"VT\",\n \"Server_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"destroy_\",\n \"(_\",\n \"self_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"with_\",\n \"Mute\",\n \"x\",\n \"Store_\",\n \"._\",\n \"get\",\n \"Object\",\n \"Lock_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"get\",\n \"Lock\",\n \"Identifier_\",\n \"(_\",\n \")_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \"destroy\",\n \" \",\n \"interfaces_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t\\t_\",\n \"for_\",\n \"inter_\",\n \"in_\",\n \"self_\",\n \"._\",\n \"network\",\n \"Interface\",\n \"s_\",\n \"._\",\n \"all_\",\n \"(_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t\\t\\t_\",\n \"inter_\",\n \"._\",\n \"destroy_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"delete_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Xen\",\n \"Server_\",\n \"(_\",\n \"VT\",\n \"Server_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"get\",\n \"VM\",\n \"s_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"**_\",\n \"kwargs_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"return_\",\n \"self_\",\n \"._\",\n \"vms_\",\n \"._\",\n \"filter_\",\n \"(_\",\n \"**_\",\n \"kwargs_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Xen\",\n \"Server_\",\n \"(_\",\n \"VT\",\n \"Server_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"get\",\n \"VM_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"**_\",\n \"kwargs_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"return_\",\n \"self_\",\n \"._\",\n \"vms_\",\n \"._\",\n \"get_\",\n \"(_\",\n \"kwargs_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Xen\",\n \"Server_\",\n \"(_\",\n \"VT\",\n \"Server_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"create\",\n \"VM_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"name_\",\n \",_\",\n \"uuid_\",\n \",_\",\n \"project\",\n \"Id_\",\n \",_\",\n \"project\",\n \"Name_\",\n \",_\",\n \"slice\",\n \"Id_\",\n \",_\",\n \"slice\",\n \"Name_\",\n \",_\",\n \"os\",\n \"Type_\",\n \",_\",\n \"os\",\n \"Version_\",\n \",_\",\n \"os\",\n \"Dist_\",\n \",_\",\n \"memory_\",\n \",_\",\n \"disc\",\n \"Spac\",\n \"e\",\n \"GB\",\n \"_\",\n \",_\",\n \"number\",\n \"Of\",\n \"CPU\",\n \"s_\",\n \",_\",\n \"call\",\n \"Back\",\n \"Url_\",\n \",_\",\n \"hd\",\n \"Set\",\n \"up\",\n \"Type_\",\n \",_\",\n \"hd\",\n \"Orig\",\n \"in\",\n \"Path_\",\n \",_\",\n \"virt\",\n \"Set\",\n \"up\",\n \"Type_\",\n \",_\",\n \"save_\",\n \"=_\",\n \"True_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"with_\",\n \"Mute\",\n \"x\",\n \"Store_\",\n \"._\",\n \"get\",\n \"Object\",\n \"Lock_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"get\",\n \"Lock\",\n \"Identifier_\",\n \"(_\",\n \")_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t\\t_\",\n \"if_\",\n \"Xen\",\n \"VM_\",\n \"._\",\n \"objects_\",\n \"._\",\n \"filter_\",\n \"(_\",\n \"uuid_\",\n \"=_\",\n \"uuid_\",\n \")_\",\n \"._\",\n \"count_\",\n \"(_\",\n \")_\",\n \">_\",\n \"0_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t\\t\\t_\",\n \"raise_\",\n \"Exception_\",\n \"(_\",\n \"\\\"\",\n \"Cann\",\n \"ot\",\n \" \",\n \"create\",\n \" \",\n \"a\",\n \" \",\n \"Virt\",\n \"ual\",\n \" \",\n \"Machine\",\n \" \",\n \"with\",\n \" \",\n \"the\",\n \" \",\n \"same\",\n \" \",\n \"UU\",\n \"ID\",\n \" \",\n \"as\",\n \" \",\n \"an\",\n \" \",\n \"exist\",\n \"ing\",\n \" \",\n \"one\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"Allocate\",\n \" \",\n \"interface\",\n \"s\",\n \" \",\n \"for\",\n \" \",\n \"the\",\n \" \",\n \"VM_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"interfaces_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"create\",\n \"Ens\",\n \"lav\",\n \"ed\",\n \"VM\",\n \"Interface\",\n \"s_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"Call\",\n \" \",\n \"factory_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"vm_\",\n \"=_\",\n \"Xen\",\n \"VM_\",\n \"._\",\n \"create_\",\n \"(_\",\n \"name_\",\n \",_\",\n \"uuid_\",\n \",_\",\n \"project\",\n \"Id_\",\n \",_\",\n \"project\",\n \"Name_\",\n \",_\",\n \"slice\",\n \"Id_\",\n \",_\",\n \"slice\",\n \"Name_\",\n \",_\",\n \"os\",\n \"Type_\",\n \",_\",\n \"os\",\n \"Version_\",\n \",_\",\n \"os\",\n \"Dist_\",\n \",_\",\n \"memory_\",\n \",_\",\n \"disc\",\n \"Spac\",\n \"e\",\n \"GB\",\n \"_\",\n \",_\",\n \"number\",\n \"Of\",\n \"CPU\",\n \"s_\",\n \",_\",\n \"call\",\n \"Back\",\n \"Url_\",\n \",_\",\n \"interfaces_\",\n \",_\",\n \"hd\",\n \"Set\",\n \"up\",\n \"Type_\",\n \",_\",\n \"hd\",\n \"Orig\",\n \"in\",\n \"Path_\",\n \",_\",\n \"virt\",\n \"Set\",\n \"up\",\n \"Type_\",\n \",_\",\n \"save_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"vms_\",\n \"._\",\n \"add_\",\n \"(_\",\n \"vm_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"auto\",\n \"Save_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"vm_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Xen\",\n \"Server_\",\n \"(_\",\n \"VT\",\n \"Server_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"delete\",\n \"VM_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"vm_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"with_\",\n \"Mute\",\n \"x\",\n \"Store_\",\n \"._\",\n \"get\",\n \"Object\",\n \"Lock_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"get\",\n \"Lock\",\n \"Identifier_\",\n \"(_\",\n \")_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t\\t_\",\n \"if_\",\n \"vm_\",\n \"not_\",\n \"in_\",\n \"self_\",\n \"._\",\n \"vms_\",\n \"._\",\n \"all_\",\n \"(_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t\\t\\t_\",\n \"raise_\",\n \"Exception_\",\n \"(_\",\n \"\\\"\",\n \"Cann\",\n \"ot\",\n \" \",\n \"delete\",\n \" \",\n \"a\",\n \" \",\n \"VM\",\n \" \",\n \"from\",\n \" \",\n \"pool\",\n \" \",\n \"if\",\n \" \",\n \"it\",\n \" \",\n \"is\",\n \" \",\n \"not\",\n \" \",\n \"alr\",\n \"ead\",\n \"y\",\n \" \",\n \"in\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"vms_\",\n \"._\",\n \"remove_\",\n \"(_\",\n \"vm_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Delete\",\n \" \",\n \"relate\",\n \"d\",\n \" \",\n \"db\",\n \" \",\n \"entry_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"Action_\",\n \"._\",\n \"objects_\",\n \"._\",\n \"all_\",\n \"(_\",\n \")_\",\n \"._\",\n \"filter_\",\n \"(_\",\n \"object\",\n \"UUID_\",\n \"=_\",\n \"vm_\",\n \"._\",\n \"uuid_\",\n \")_\",\n \"._\",\n \"delete_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Keep\",\n \" \",\n \"action\",\n \"s\",\n \" \",\n \"table\",\n \" \",\n \"up\",\n \"-\",\n \"to\",\n \"-\",\n \"date\",\n \" \",\n \"after\",\n \" \",\n \"each\",\n \" \",\n \"deletion_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"vm\",\n \"\\\\u\",\n \"uuids\",\n \" \",\n \"=\",\n \" \",\n \"[\",\n \" \",\n \"x\",\n \".\",\n \"uuid\",\n \" \",\n \"for\",\n \" \",\n \"x\",\n \" \",\n \"in\",\n \" \",\n \"Virt\",\n \"ual\",\n \"Machine\",\n \".\",\n \"object\",\n \"s\",\n \".\",\n \"all\",\n \"()\",\n \" \",\n \"]_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"Action\",\n \".\",\n \"object\",\n \"s\",\n \".\",\n \"all\",\n \"()\",\n \".\",\n \"exclu\",\n \"de\",\n \"(\",\n \"object\",\n \"UU\",\n \"ID\",\n \"\\\\u\\\\u\",\n \"in\",\n \" \",\n \"=\",\n \" \",\n \"vm\",\n \"\\\\u\",\n \"uuids\",\n \").\",\n \"delete\",\n \"()\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"vm_\",\n \"._\",\n \"destroy_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"auto\",\n \"Save_\",\n \"(_\",\n \")_\"\n]","isConversational":false},"label_sequence":{"kind":"list like","value":[4,4,4,4,4,2,2,2,2,2,2,2,2,2,0,1,1,1,1,1,2,0,1,1,1,2,0,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],"string":"[\n 4,\n 4,\n 4,\n 4,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2\n]","isConversational":false}}},{"rowIdx":181,"cells":{"query_name":{"kind":"string","value":"Unused local variable"},"code_file_path":{"kind":"string","value":"kuri65536/python-for-android/python-modules/twisted/twisted/test/test_reflector.py"},"context_blocks":{"kind":"list like","value":[{"content":" def _cbTestReflector(self, parent):\n # create some child rows\n test_values = {}\n inserts = []\n child_values = {}\n for i in range(0, self.num_iterations):\n row = ChildRow()\n row.assignKeyAttr(\"childId\", i)\n values = self.randomizeRow(row)\n values['test_key'] = row.test_key = \"first\"\n child_values[i] = values\n inserts.append(self.reflector.insertRow(row))\n row = None\n #del inserts\n d = defer.gatherResults(inserts)\n values = [None]\n\n def _loadObjects(_):\n d = self.reflector.loadObjectsFrom(childTableName, parentRow=parent)\n return d.addCallback(self.gotData)\n\n def _checkLoadObjects(_):\n self.failUnless(len(self.data) == self.num_iterations,\n \"no rows on query\")\n self.failUnless(len(parent.childRows) == self.num_iterations,\n \"did not load child rows: %d\" % len(parent.childRows))\n for child in parent.childRows:\n self.failUnless(rowMatches(child, child_values[child.childId]),\n \"child %d does not match\" % child.childId)\n\n def _checkLoadObjects2(_):\n self.failUnless(len(self.data) == self.num_iterations,\n \"no rows on query\")\n self.failUnless(len(parent.childRows) == self.num_iterations,\n \"child rows added twice!: %d\" % len(parent.childRows))\n\n def _changeParent(_):\n # now change the parent\n values[0] = self.randomizeRow(parent)\n return self.reflector.updateRow(parent)\n\n def _loadBack(_):\n # now load it back in\n whereClause = [(\"key_string\", EQUAL, \"first\")]\n d = self.reflector.loadObjectsFrom(tableName, whereClause=whereClause)\n return d.addCallback(self.gotData)\n\n def _checkLoadBack(_):\n # make sure it came back as what we saved\n self.failUnless(len(self.data) == 1, \"no row\")\n parent = self.data[0]\n self.failUnless(rowMatches(parent, values[0]), \"no match\")\n # save parent\n test_values[parent.key_string] = values[0]\n parent = None\n\n def _saveMoreTestRows(_):\n # save some more test rows\n ds = []\n for i in range(0, self.num_iterations):\n row = TestRow()\n row.assignKeyAttr(\"key_string\", \"bulk%d\"%i)\n test_values[row.key_string] = self.randomizeRow(row)\n ds.append(self.reflector.insertRow(row))\n return defer.gatherResults(ds)\n\n def _loadRowsBack(_):\n # now load them all back in\n d = self.reflector.loadObjectsFrom(\"testTable\")\n return d.addCallback(self.gotData)\n\n def _checkRowsBack(_):\n # make sure they are the same\n self.failUnless(len(self.data) == self.num_iterations + 1,\n \"query did not get rows\")\n for row in self.data:\n self.failUnless(rowMatches(row, test_values[row.key_string]),\n \"child %s does not match\" % row.key_string)\n\n def _changeRows(_):\n # now change them all\n ds = []\n for row in self.data:\n test_values[row.key_string] = self.randomizeRow(row)\n ds.append(self.reflector.updateRow(row))\n d = defer.gatherResults(ds)\n return d.addCallback(_cbChangeRows)\n\n def _cbChangeRows(_):\n self.data = None\n\n def _deleteRows(_):\n # now delete them\n ds = []\n for row in self.data:\n ds.append(self.reflector.deleteRow(row))\n d = defer.gatherResults(ds)\n return d.addCallback(_cbChangeRows)\n\n def _checkRowsDeleted(_):\n self.failUnless(len(self.data) == 0, \"rows were not deleted\")\n\n d.addCallback(_loadObjects)\n d.addCallback(_checkLoadObjects)\n d.addCallback(_loadObjects)\n d.addCallback(_checkLoadObjects2)\n d.addCallback(_changeParent)\n d.addCallback(_loadBack)\n d.addCallback(_checkLoadBack)\n d.addCallback(_saveMoreTestRows)\n d.addCallback(_loadRowsBack)\n d.addCallback(_checkRowsBack)\n d.addCallback(_changeRows)\n d.addCallback(_loadRowsBack)\n d.addCallback(_checkRowsBack)\n d.addCallback(_deleteRows)\n d.addCallback(_loadRowsBack)\n d.addCallback(_checkRowsDeleted)\n return d","metadata":"root.ReflectorTestBase._cbTestReflector","header":"['class', 'ReflectorTestBase', ':', '___EOS___']","index":176},{"content":" def test_saveAndDelete(self):\n \"\"\"\n Create a row and then try to delete it.\n \"\"\"\n # create one row to work with\n row = TestRow()\n row.assignKeyAttr(\"key_string\", \"first\")\n values = self.randomizeRow(row)\n # save it\n d = self.reflector.insertRow(row)\n def _deleteRow(_):\n # delete it\n return self.reflector.deleteRow(row)\n d.addCallback(_deleteRow)\n return d","metadata":"root.ReflectorTestBase.test_saveAndDelete","header":"['class', 'ReflectorTestBase', ':', '___EOS___']","index":297}],"string":"[\n {\n \"content\": \" def _cbTestReflector(self, parent):\\n # create some child rows\\n test_values = {}\\n inserts = []\\n child_values = {}\\n for i in range(0, self.num_iterations):\\n row = ChildRow()\\n row.assignKeyAttr(\\\"childId\\\", i)\\n values = self.randomizeRow(row)\\n values['test_key'] = row.test_key = \\\"first\\\"\\n child_values[i] = values\\n inserts.append(self.reflector.insertRow(row))\\n row = None\\n #del inserts\\n d = defer.gatherResults(inserts)\\n values = [None]\\n\\n def _loadObjects(_):\\n d = self.reflector.loadObjectsFrom(childTableName, parentRow=parent)\\n return d.addCallback(self.gotData)\\n\\n def _checkLoadObjects(_):\\n self.failUnless(len(self.data) == self.num_iterations,\\n \\\"no rows on query\\\")\\n self.failUnless(len(parent.childRows) == self.num_iterations,\\n \\\"did not load child rows: %d\\\" % len(parent.childRows))\\n for child in parent.childRows:\\n self.failUnless(rowMatches(child, child_values[child.childId]),\\n \\\"child %d does not match\\\" % child.childId)\\n\\n def _checkLoadObjects2(_):\\n self.failUnless(len(self.data) == self.num_iterations,\\n \\\"no rows on query\\\")\\n self.failUnless(len(parent.childRows) == self.num_iterations,\\n \\\"child rows added twice!: %d\\\" % len(parent.childRows))\\n\\n def _changeParent(_):\\n # now change the parent\\n values[0] = self.randomizeRow(parent)\\n return self.reflector.updateRow(parent)\\n\\n def _loadBack(_):\\n # now load it back in\\n whereClause = [(\\\"key_string\\\", EQUAL, \\\"first\\\")]\\n d = self.reflector.loadObjectsFrom(tableName, whereClause=whereClause)\\n return d.addCallback(self.gotData)\\n\\n def _checkLoadBack(_):\\n # make sure it came back as what we saved\\n self.failUnless(len(self.data) == 1, \\\"no row\\\")\\n parent = self.data[0]\\n self.failUnless(rowMatches(parent, values[0]), \\\"no match\\\")\\n # save parent\\n test_values[parent.key_string] = values[0]\\n parent = None\\n\\n def _saveMoreTestRows(_):\\n # save some more test rows\\n ds = []\\n for i in range(0, self.num_iterations):\\n row = TestRow()\\n row.assignKeyAttr(\\\"key_string\\\", \\\"bulk%d\\\"%i)\\n test_values[row.key_string] = self.randomizeRow(row)\\n ds.append(self.reflector.insertRow(row))\\n return defer.gatherResults(ds)\\n\\n def _loadRowsBack(_):\\n # now load them all back in\\n d = self.reflector.loadObjectsFrom(\\\"testTable\\\")\\n return d.addCallback(self.gotData)\\n\\n def _checkRowsBack(_):\\n # make sure they are the same\\n self.failUnless(len(self.data) == self.num_iterations + 1,\\n \\\"query did not get rows\\\")\\n for row in self.data:\\n self.failUnless(rowMatches(row, test_values[row.key_string]),\\n \\\"child %s does not match\\\" % row.key_string)\\n\\n def _changeRows(_):\\n # now change them all\\n ds = []\\n for row in self.data:\\n test_values[row.key_string] = self.randomizeRow(row)\\n ds.append(self.reflector.updateRow(row))\\n d = defer.gatherResults(ds)\\n return d.addCallback(_cbChangeRows)\\n\\n def _cbChangeRows(_):\\n self.data = None\\n\\n def _deleteRows(_):\\n # now delete them\\n ds = []\\n for row in self.data:\\n ds.append(self.reflector.deleteRow(row))\\n d = defer.gatherResults(ds)\\n return d.addCallback(_cbChangeRows)\\n\\n def _checkRowsDeleted(_):\\n self.failUnless(len(self.data) == 0, \\\"rows were not deleted\\\")\\n\\n d.addCallback(_loadObjects)\\n d.addCallback(_checkLoadObjects)\\n d.addCallback(_loadObjects)\\n d.addCallback(_checkLoadObjects2)\\n d.addCallback(_changeParent)\\n d.addCallback(_loadBack)\\n d.addCallback(_checkLoadBack)\\n d.addCallback(_saveMoreTestRows)\\n d.addCallback(_loadRowsBack)\\n d.addCallback(_checkRowsBack)\\n d.addCallback(_changeRows)\\n d.addCallback(_loadRowsBack)\\n d.addCallback(_checkRowsBack)\\n d.addCallback(_deleteRows)\\n d.addCallback(_loadRowsBack)\\n d.addCallback(_checkRowsDeleted)\\n return d\",\n \"metadata\": \"root.ReflectorTestBase._cbTestReflector\",\n \"header\": \"['class', 'ReflectorTestBase', ':', '___EOS___']\",\n \"index\": 176\n },\n {\n \"content\": \" def test_saveAndDelete(self):\\n \\\"\\\"\\\"\\n Create a row and then try to delete it.\\n \\\"\\\"\\\"\\n # create one row to work with\\n row = TestRow()\\n row.assignKeyAttr(\\\"key_string\\\", \\\"first\\\")\\n values = self.randomizeRow(row)\\n # save it\\n d = self.reflector.insertRow(row)\\n def _deleteRow(_):\\n # delete it\\n return self.reflector.deleteRow(row)\\n d.addCallback(_deleteRow)\\n return d\",\n \"metadata\": \"root.ReflectorTestBase.test_saveAndDelete\",\n \"header\": \"['class', 'ReflectorTestBase', ':', '___EOS___']\",\n \"index\": 297\n }\n]","isConversational":false},"answer_spans":{"kind":"list like","value":[{"span":"parent ","start_line":230,"start_column":12,"end_line":230,"end_column":18},{"span":"values ","start_line":304,"start_column":8,"end_line":304,"end_column":14}],"string":"[\n {\n \"span\": \"parent \",\n \"start_line\": 230,\n \"start_column\": 12,\n \"end_line\": 230,\n \"end_column\": 18\n },\n {\n \"span\": \"values \",\n \"start_line\": 304,\n \"start_column\": 8,\n \"end_line\": 304,\n \"end_column\": 14\n }\n]","isConversational":false},"supporting_fact_spans":{"kind":"list like","value":[],"string":"[]","isConversational":false},"example_type":{"kind":"number","value":1,"string":"1"},"single_hop":{"kind":"bool","value":true,"string":"true"},"subtokenized_input_sequence":{"kind":"list like","value":["[CLS]_","Un","used_","local_","variable_","[SEP]_","class_","Reflect","or","Test","Base_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","def_","\\u","cb","Test","Reflect","or_","(_","self_",",_","parent_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","create"," ","some"," ","child"," ","rows_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","test\\u","values_","=_","{_","}_","\\u\\u\\uNEWLINE\\u\\u\\u_","inserts","_","=_","[_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","child","\\u","values_","=_","{_","}_","\\u\\u\\uNEWLINE\\u\\u\\u_","for_","i_","in_","range_","(_","0_",",_","self_","._","num","\\u","iterations_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","row_","=_","Chil","d","Row_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","row_","._","assign","Key","Attr_","(_","\"","child","Id","\"_",",_","i_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","values_","=_","self_","._","randomize","Row_","(_","row_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","values_","[_","'","test\\u","key","'_","]_","=_","row_","._","test\\u","key_","=_","\"","first","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","child","\\u","values_","[_","i_","]_","=_","values_","\\u\\u\\uNEWLINE\\u\\u\\u_","inserts","_","._","append_","(_","self_","._","reflect","or_","._","insert","Row_","(_","row_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","row_","=_","None_","\\u\\u\\uNEWLINE\\u\\u\\u_","#","del"," ","inserts","_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","d_","=_","defer_","._","gather","Results_","(_","inserts","_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","values_","=_","[_","None_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","def_","\\u","load","Objects_","(_","\\u_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","d_","=_","self_","._","reflect","or_","._","load","Object","s","From_","(_","child","Table","Name_",",_","parent","Row_","=_","parent_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","return_","d_","._","add","Callback_","(_","self_","._","got","Data_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","\\u","check","Load","Objects_","(_","\\u_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","fail","Unless_","(_","len_","(_","self_","._","data_",")_","==_","self_","._","num","\\u","iterations_",",_","\\u\\u\\uNL\\u\\u\\u_","\"","no"," ","rows"," ","on"," ","query","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","fail","Unless_","(_","len_","(_","parent_","._","child","Rows_",")_","==_","self_","._","num","\\u","iterations_",",_","\\u\\u\\uNL\\u\\u\\u_","\"","did"," ","not"," ","load"," ","child"," ","rows",":"," ","%","d","\"_","%_","len_","(_","parent_","._","child","Rows_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","for_","child_","in_","parent_","._","child","Rows_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","fail","Unless_","(_","row","Matches_","(_","child_",",_","child","\\u","values_","[_","child_","._","child","Id_","]_",")_",",_","\\u\\u\\uNL\\u\\u\\u_","\"","child"," ","%","d"," ","doe","s"," ","not"," ","match","\"_","%_","child_","._","child","Id_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","\\u","check","Load","Object","s2_","(_","\\u_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","fail","Unless_","(_","len_","(_","self_","._","data_",")_","==_","self_","._","num","\\u","iterations_",",_","\\u\\u\\uNL\\u\\u\\u_","\"","no"," ","rows"," ","on"," ","query","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","fail","Unless_","(_","len_","(_","parent_","._","child","Rows_",")_","==_","self_","._","num","\\u","iterations_",",_","\\u\\u\\uNL\\u\\u\\u_","\"","child"," ","rows"," ","adde","d"," ","twi","ce","!",":"," ","%","d","\"_","%_","len_","(_","parent_","._","child","Rows_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","\\u","change","Parent_","(_","\\u_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","now"," ","change"," ","the"," ","parent_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","values_","[_","0_","]_","=_","self_","._","randomize","Row_","(_","parent_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","return_","self_","._","reflect","or_","._","update","Row_","(_","parent_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","\\u","load","Back_","(_","\\u_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","now"," ","load"," ","it"," ","back"," ","in_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","where","Clause_","=_","[_","(_","\"","key","\\u","string","\"_",",_","EQUAL","_",",_","\"","first","\"_",")_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","d_","=_","self_","._","reflect","or_","._","load","Object","s","From_","(_","table","Name_",",_","where","Clause_","=_","where","Clause_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","return_","d_","._","add","Callback_","(_","self_","._","got","Data_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","\\u","check","Load","Back_","(_","\\u_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","make"," ","sure"," ","it"," ","came"," ","back"," ","as"," ","what"," ","we"," ","saved_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","fail","Unless_","(_","len_","(_","self_","._","data_",")_","==_","1_",",_","\"","no"," ","row","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","parent_","=_","self_","._","data_","[_","0_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","fail","Unless_","(_","row","Matches_","(_","parent_",",_","values_","[_","0_","]_",")_",",_","\"","no"," ","match","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","save"," ","parent_","\\u\\u\\uNL\\u\\u\\u_","test\\u","values_","[_","parent_","._","key","\\u","string_","]_","=_","values_","[_","0_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","parent_","=_","None_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","\\u","save","Mor","e","Test","Rows_","(_","\\u_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","save"," ","some"," ","more"," ","test"," ","rows_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","ds_","=_","[_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","for_","i_","in_","range_","(_","0_",",_","self_","._","num","\\u","iterations_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","row_","=_","Test","Row_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","row_","._","assign","Key","Attr_","(_","\"","key","\\u","string","\"_",",_","\"","bul","k","%","d","\"_","%_","i_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","test\\u","values_","[_","row_","._","key","\\u","string_","]_","=_","self_","._","randomize","Row_","(_","row_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","ds_","._","append_","(_","self_","._","reflect","or_","._","insert","Row_","(_","row_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","return_","defer_","._","gather","Results_","(_","ds_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","\\u","load","Row","s","Back_","(_","\\u_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","now"," ","load"," ","them"," ","all"," ","back"," ","in_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","d_","=_","self_","._","reflect","or_","._","load","Object","s","From_","(_","\"","test","Table","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","return_","d_","._","add","Callback_","(_","self_","._","got","Data_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","\\u","check","Row","s","Back_","(_","\\u_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","make"," ","sure"," ","the","y"," ","are"," ","the"," ","same_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","fail","Unless_","(_","len_","(_","self_","._","data_",")_","==_","self_","._","num","\\u","iterations_","+_","1_",",_","\\u\\u\\uNL\\u\\u\\u_","\"","query"," ","did"," ","not"," ","get"," ","rows","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","for_","row_","in_","self_","._","data_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","fail","Unless_","(_","row","Matches_","(_","row_",",_","test\\u","values_","[_","row_","._","key","\\u","string_","]_",")_",",_","\\u\\u\\uNL\\u\\u\\u_","\"","child"," ","%","s"," ","doe","s"," ","not"," ","match","\"_","%_","row_","._","key","\\u","string_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","\\u","change","Rows_","(_","\\u_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","now"," ","change"," ","them"," ","all_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","ds_","=_","[_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","for_","row_","in_","self_","._","data_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","test\\u","values_","[_","row_","._","key","\\u","string_","]_","=_","self_","._","randomize","Row_","(_","row_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","ds_","._","append_","(_","self_","._","reflect","or_","._","update","Row_","(_","row_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","d_","=_","defer_","._","gather","Results_","(_","ds_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","return_","d_","._","add","Callback_","(_","\\u","cb","Change","Rows_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","\\u","cb","Change","Rows_","(_","\\u_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","data_","=_","None_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","\\u","delete","Rows_","(_","\\u_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","now"," ","delete"," ","them","_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","ds_","=_","[_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","for_","row_","in_","self_","._","data_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","ds_","._","append_","(_","self_","._","reflect","or_","._","delete","Row_","(_","row_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","d_","=_","defer_","._","gather","Results_","(_","ds_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","return_","d_","._","add","Callback_","(_","\\u","cb","Change","Rows_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","\\u","check","Row","s","Delete","d_","(_","\\u_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","fail","Unless_","(_","len_","(_","self_","._","data_",")_","==_","0_",",_","\"","rows"," ","wer","e"," ","not"," ","delete","d","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","d_","._","add","Callback_","(_","\\u","load","Objects_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","d_","._","add","Callback_","(_","\\u","check","Load","Objects_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","d_","._","add","Callback_","(_","\\u","load","Objects_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","d_","._","add","Callback_","(_","\\u","check","Load","Object","s2_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","d_","._","add","Callback_","(_","\\u","change","Parent_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","d_","._","add","Callback_","(_","\\u","load","Back_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","d_","._","add","Callback_","(_","\\u","check","Load","Back_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","d_","._","add","Callback_","(_","\\u","save","Mor","e","Test","Rows_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","d_","._","add","Callback_","(_","\\u","load","Row","s","Back_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","d_","._","add","Callback_","(_","\\u","check","Row","s","Back_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","d_","._","add","Callback_","(_","\\u","change","Rows_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","d_","._","add","Callback_","(_","\\u","load","Row","s","Back_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","d_","._","add","Callback_","(_","\\u","check","Row","s","Back_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","d_","._","add","Callback_","(_","\\u","delete","Rows_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","d_","._","add","Callback_","(_","\\u","load","Row","s","Back_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","d_","._","add","Callback_","(_","\\u","check","Row","s","Delete","d_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","return_","d_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Reflect","or","Test","Base_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","test\\u","save","And","Delete_","(_","self_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","\"\"\"","\\","10",";"," "," "," "," ","Creat","e"," ","a"," ","row"," ","and"," ","then"," ","try"," ","to"," ","delete"," ","it",".","\\","10",";"," "," "," "," ","\"\"\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","create"," ","one"," ","row"," ","to"," ","work"," ","with_","\\u\\u\\uNL\\u\\u\\u_","row_","=_","Test","Row_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","row_","._","assign","Key","Attr_","(_","\"","key","\\u","string","\"_",",_","\"","first","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","values_","=_","self_","._","randomize","Row_","(_","row_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","save"," ","it_","\\u\\u\\uNL\\u\\u\\u_","d_","=_","self_","._","reflect","or_","._","insert","Row_","(_","row_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","def_","\\u","delete","Row_","(_","\\u_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","delete"," ","it_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","return_","self_","._","reflect","or_","._","delete","Row_","(_","row_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","d_","._","add","Callback_","(_","\\u","delete","Row_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","return_","d_","\\u\\u\\uNEWLINE\\u\\u\\u_"],"string":"[\n \"[CLS]_\",\n \"Un\",\n \"used_\",\n \"local_\",\n \"variable_\",\n \"[SEP]_\",\n \"class_\",\n \"Reflect\",\n \"or\",\n \"Test\",\n \"Base_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"\\\\u\",\n \"cb\",\n \"Test\",\n \"Reflect\",\n \"or_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"parent_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"create\",\n \" \",\n \"some\",\n \" \",\n \"child\",\n \" \",\n \"rows_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"test\\\\u\",\n \"values_\",\n \"=_\",\n \"{_\",\n \"}_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"inserts\",\n \"_\",\n \"=_\",\n \"[_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"child\",\n \"\\\\u\",\n \"values_\",\n \"=_\",\n \"{_\",\n \"}_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"for_\",\n \"i_\",\n \"in_\",\n \"range_\",\n \"(_\",\n \"0_\",\n \",_\",\n \"self_\",\n \"._\",\n \"num\",\n \"\\\\u\",\n \"iterations_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"row_\",\n \"=_\",\n \"Chil\",\n \"d\",\n \"Row_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"row_\",\n \"._\",\n \"assign\",\n \"Key\",\n \"Attr_\",\n \"(_\",\n \"\\\"\",\n \"child\",\n \"Id\",\n \"\\\"_\",\n \",_\",\n \"i_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"values_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"randomize\",\n \"Row_\",\n \"(_\",\n \"row_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"values_\",\n \"[_\",\n \"'\",\n \"test\\\\u\",\n \"key\",\n \"'_\",\n \"]_\",\n \"=_\",\n \"row_\",\n \"._\",\n \"test\\\\u\",\n \"key_\",\n \"=_\",\n \"\\\"\",\n \"first\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"child\",\n \"\\\\u\",\n \"values_\",\n \"[_\",\n \"i_\",\n \"]_\",\n \"=_\",\n \"values_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"inserts\",\n \"_\",\n \"._\",\n \"append_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"reflect\",\n \"or_\",\n \"._\",\n \"insert\",\n \"Row_\",\n \"(_\",\n \"row_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"row_\",\n \"=_\",\n \"None_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \"del\",\n \" \",\n \"inserts\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"d_\",\n \"=_\",\n \"defer_\",\n \"._\",\n \"gather\",\n \"Results_\",\n \"(_\",\n \"inserts\",\n \"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"values_\",\n \"=_\",\n \"[_\",\n \"None_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"\\\\u\",\n \"load\",\n \"Objects_\",\n \"(_\",\n \"\\\\u_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"d_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"reflect\",\n \"or_\",\n \"._\",\n \"load\",\n \"Object\",\n \"s\",\n \"From_\",\n \"(_\",\n \"child\",\n \"Table\",\n \"Name_\",\n \",_\",\n \"parent\",\n \"Row_\",\n \"=_\",\n \"parent_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"d_\",\n \"._\",\n \"add\",\n \"Callback_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"got\",\n \"Data_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"\\\\u\",\n \"check\",\n \"Load\",\n \"Objects_\",\n \"(_\",\n \"\\\\u_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"fail\",\n \"Unless_\",\n \"(_\",\n \"len_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"data_\",\n \")_\",\n \"==_\",\n \"self_\",\n \"._\",\n \"num\",\n \"\\\\u\",\n \"iterations_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\"\",\n \"no\",\n \" \",\n \"rows\",\n \" \",\n \"on\",\n \" \",\n \"query\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"fail\",\n \"Unless_\",\n \"(_\",\n \"len_\",\n \"(_\",\n \"parent_\",\n \"._\",\n \"child\",\n \"Rows_\",\n \")_\",\n \"==_\",\n \"self_\",\n \"._\",\n \"num\",\n \"\\\\u\",\n \"iterations_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\"\",\n \"did\",\n \" \",\n \"not\",\n \" \",\n \"load\",\n \" \",\n \"child\",\n \" \",\n \"rows\",\n \":\",\n \" \",\n \"%\",\n \"d\",\n \"\\\"_\",\n \"%_\",\n \"len_\",\n \"(_\",\n \"parent_\",\n \"._\",\n \"child\",\n \"Rows_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"for_\",\n \"child_\",\n \"in_\",\n \"parent_\",\n \"._\",\n \"child\",\n \"Rows_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"fail\",\n \"Unless_\",\n \"(_\",\n \"row\",\n \"Matches_\",\n \"(_\",\n \"child_\",\n \",_\",\n \"child\",\n \"\\\\u\",\n \"values_\",\n \"[_\",\n \"child_\",\n \"._\",\n \"child\",\n \"Id_\",\n \"]_\",\n \")_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\"\",\n \"child\",\n \" \",\n \"%\",\n \"d\",\n \" \",\n \"doe\",\n \"s\",\n \" \",\n \"not\",\n \" \",\n \"match\",\n \"\\\"_\",\n \"%_\",\n \"child_\",\n \"._\",\n \"child\",\n \"Id_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"\\\\u\",\n \"check\",\n \"Load\",\n \"Object\",\n \"s2_\",\n \"(_\",\n \"\\\\u_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"fail\",\n \"Unless_\",\n \"(_\",\n \"len_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"data_\",\n \")_\",\n \"==_\",\n \"self_\",\n \"._\",\n \"num\",\n \"\\\\u\",\n \"iterations_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\"\",\n \"no\",\n \" \",\n \"rows\",\n \" \",\n \"on\",\n \" \",\n \"query\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"fail\",\n \"Unless_\",\n \"(_\",\n \"len_\",\n \"(_\",\n \"parent_\",\n \"._\",\n \"child\",\n \"Rows_\",\n \")_\",\n \"==_\",\n \"self_\",\n \"._\",\n \"num\",\n \"\\\\u\",\n \"iterations_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\"\",\n \"child\",\n \" \",\n \"rows\",\n \" \",\n \"adde\",\n \"d\",\n \" \",\n \"twi\",\n \"ce\",\n \"!\",\n \":\",\n \" \",\n \"%\",\n \"d\",\n \"\\\"_\",\n \"%_\",\n \"len_\",\n \"(_\",\n \"parent_\",\n \"._\",\n \"child\",\n \"Rows_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"\\\\u\",\n \"change\",\n \"Parent_\",\n \"(_\",\n \"\\\\u_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"now\",\n \" \",\n \"change\",\n \" \",\n \"the\",\n \" \",\n \"parent_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"values_\",\n \"[_\",\n \"0_\",\n \"]_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"randomize\",\n \"Row_\",\n \"(_\",\n \"parent_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"self_\",\n \"._\",\n \"reflect\",\n \"or_\",\n \"._\",\n \"update\",\n \"Row_\",\n \"(_\",\n \"parent_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"\\\\u\",\n \"load\",\n \"Back_\",\n \"(_\",\n \"\\\\u_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"now\",\n \" \",\n \"load\",\n \" \",\n \"it\",\n \" \",\n \"back\",\n \" \",\n \"in_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"where\",\n \"Clause_\",\n \"=_\",\n \"[_\",\n \"(_\",\n \"\\\"\",\n \"key\",\n \"\\\\u\",\n \"string\",\n \"\\\"_\",\n \",_\",\n \"EQUAL\",\n \"_\",\n \",_\",\n \"\\\"\",\n \"first\",\n \"\\\"_\",\n \")_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"d_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"reflect\",\n \"or_\",\n \"._\",\n \"load\",\n \"Object\",\n \"s\",\n \"From_\",\n \"(_\",\n \"table\",\n \"Name_\",\n \",_\",\n \"where\",\n \"Clause_\",\n \"=_\",\n \"where\",\n \"Clause_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"d_\",\n \"._\",\n \"add\",\n \"Callback_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"got\",\n \"Data_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"\\\\u\",\n \"check\",\n \"Load\",\n \"Back_\",\n \"(_\",\n \"\\\\u_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"make\",\n \" \",\n \"sure\",\n \" \",\n \"it\",\n \" \",\n \"came\",\n \" \",\n \"back\",\n \" \",\n \"as\",\n \" \",\n \"what\",\n \" \",\n \"we\",\n \" \",\n \"saved_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"fail\",\n \"Unless_\",\n \"(_\",\n \"len_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"data_\",\n \")_\",\n \"==_\",\n \"1_\",\n \",_\",\n \"\\\"\",\n \"no\",\n \" \",\n \"row\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"parent_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"data_\",\n \"[_\",\n \"0_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"fail\",\n \"Unless_\",\n \"(_\",\n \"row\",\n \"Matches_\",\n \"(_\",\n \"parent_\",\n \",_\",\n \"values_\",\n \"[_\",\n \"0_\",\n \"]_\",\n \")_\",\n \",_\",\n \"\\\"\",\n \"no\",\n \" \",\n \"match\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"save\",\n \" \",\n \"parent_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"test\\\\u\",\n \"values_\",\n \"[_\",\n \"parent_\",\n \"._\",\n \"key\",\n \"\\\\u\",\n \"string_\",\n \"]_\",\n \"=_\",\n \"values_\",\n \"[_\",\n \"0_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"parent_\",\n \"=_\",\n \"None_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"\\\\u\",\n \"save\",\n \"Mor\",\n \"e\",\n \"Test\",\n \"Rows_\",\n \"(_\",\n \"\\\\u_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"save\",\n \" \",\n \"some\",\n \" \",\n \"more\",\n \" \",\n \"test\",\n \" \",\n \"rows_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"ds_\",\n \"=_\",\n \"[_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"for_\",\n \"i_\",\n \"in_\",\n \"range_\",\n \"(_\",\n \"0_\",\n \",_\",\n \"self_\",\n \"._\",\n \"num\",\n \"\\\\u\",\n \"iterations_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"row_\",\n \"=_\",\n \"Test\",\n \"Row_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"row_\",\n \"._\",\n \"assign\",\n \"Key\",\n \"Attr_\",\n \"(_\",\n \"\\\"\",\n \"key\",\n \"\\\\u\",\n \"string\",\n \"\\\"_\",\n \",_\",\n \"\\\"\",\n \"bul\",\n \"k\",\n \"%\",\n \"d\",\n \"\\\"_\",\n \"%_\",\n \"i_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"test\\\\u\",\n \"values_\",\n \"[_\",\n \"row_\",\n \"._\",\n \"key\",\n \"\\\\u\",\n \"string_\",\n \"]_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"randomize\",\n \"Row_\",\n \"(_\",\n \"row_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"ds_\",\n \"._\",\n \"append_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"reflect\",\n \"or_\",\n \"._\",\n \"insert\",\n \"Row_\",\n \"(_\",\n \"row_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"defer_\",\n \"._\",\n \"gather\",\n \"Results_\",\n \"(_\",\n \"ds_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"\\\\u\",\n \"load\",\n \"Row\",\n \"s\",\n \"Back_\",\n \"(_\",\n \"\\\\u_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"now\",\n \" \",\n \"load\",\n \" \",\n \"them\",\n \" \",\n \"all\",\n \" \",\n \"back\",\n \" \",\n \"in_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"d_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"reflect\",\n \"or_\",\n \"._\",\n \"load\",\n \"Object\",\n \"s\",\n \"From_\",\n \"(_\",\n \"\\\"\",\n \"test\",\n \"Table\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"d_\",\n \"._\",\n \"add\",\n \"Callback_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"got\",\n \"Data_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"\\\\u\",\n \"check\",\n \"Row\",\n \"s\",\n \"Back_\",\n \"(_\",\n \"\\\\u_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"make\",\n \" \",\n \"sure\",\n \" \",\n \"the\",\n \"y\",\n \" \",\n \"are\",\n \" \",\n \"the\",\n \" \",\n \"same_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"fail\",\n \"Unless_\",\n \"(_\",\n \"len_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"data_\",\n \")_\",\n \"==_\",\n \"self_\",\n \"._\",\n \"num\",\n \"\\\\u\",\n \"iterations_\",\n \"+_\",\n \"1_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\"\",\n \"query\",\n \" \",\n \"did\",\n \" \",\n \"not\",\n \" \",\n \"get\",\n \" \",\n \"rows\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"for_\",\n \"row_\",\n \"in_\",\n \"self_\",\n \"._\",\n \"data_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"fail\",\n \"Unless_\",\n \"(_\",\n \"row\",\n \"Matches_\",\n \"(_\",\n \"row_\",\n \",_\",\n \"test\\\\u\",\n \"values_\",\n \"[_\",\n \"row_\",\n \"._\",\n \"key\",\n \"\\\\u\",\n \"string_\",\n \"]_\",\n \")_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\"\",\n \"child\",\n \" \",\n \"%\",\n \"s\",\n \" \",\n \"doe\",\n \"s\",\n \" \",\n \"not\",\n \" \",\n \"match\",\n \"\\\"_\",\n \"%_\",\n \"row_\",\n \"._\",\n \"key\",\n \"\\\\u\",\n \"string_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"\\\\u\",\n \"change\",\n \"Rows_\",\n \"(_\",\n \"\\\\u_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"now\",\n \" \",\n \"change\",\n \" \",\n \"them\",\n \" \",\n \"all_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"ds_\",\n \"=_\",\n \"[_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"for_\",\n \"row_\",\n \"in_\",\n \"self_\",\n \"._\",\n \"data_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"test\\\\u\",\n \"values_\",\n \"[_\",\n \"row_\",\n \"._\",\n \"key\",\n \"\\\\u\",\n \"string_\",\n \"]_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"randomize\",\n \"Row_\",\n \"(_\",\n \"row_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"ds_\",\n \"._\",\n \"append_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"reflect\",\n \"or_\",\n \"._\",\n \"update\",\n \"Row_\",\n \"(_\",\n \"row_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"d_\",\n \"=_\",\n \"defer_\",\n \"._\",\n \"gather\",\n \"Results_\",\n \"(_\",\n \"ds_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"d_\",\n \"._\",\n \"add\",\n \"Callback_\",\n \"(_\",\n \"\\\\u\",\n \"cb\",\n \"Change\",\n \"Rows_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"\\\\u\",\n \"cb\",\n \"Change\",\n \"Rows_\",\n \"(_\",\n \"\\\\u_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"data_\",\n \"=_\",\n \"None_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"\\\\u\",\n \"delete\",\n \"Rows_\",\n \"(_\",\n \"\\\\u_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"now\",\n \" \",\n \"delete\",\n \" \",\n \"them\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"ds_\",\n \"=_\",\n \"[_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"for_\",\n \"row_\",\n \"in_\",\n \"self_\",\n \"._\",\n \"data_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"ds_\",\n \"._\",\n \"append_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"reflect\",\n \"or_\",\n \"._\",\n \"delete\",\n \"Row_\",\n \"(_\",\n \"row_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"d_\",\n \"=_\",\n \"defer_\",\n \"._\",\n \"gather\",\n \"Results_\",\n \"(_\",\n \"ds_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"d_\",\n \"._\",\n \"add\",\n \"Callback_\",\n \"(_\",\n \"\\\\u\",\n \"cb\",\n \"Change\",\n \"Rows_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"\\\\u\",\n \"check\",\n \"Row\",\n \"s\",\n \"Delete\",\n \"d_\",\n \"(_\",\n \"\\\\u_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"fail\",\n \"Unless_\",\n \"(_\",\n \"len_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"data_\",\n \")_\",\n \"==_\",\n \"0_\",\n \",_\",\n \"\\\"\",\n \"rows\",\n \" \",\n \"wer\",\n \"e\",\n \" \",\n \"not\",\n \" \",\n \"delete\",\n \"d\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"d_\",\n \"._\",\n \"add\",\n \"Callback_\",\n \"(_\",\n \"\\\\u\",\n \"load\",\n \"Objects_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"d_\",\n \"._\",\n \"add\",\n \"Callback_\",\n \"(_\",\n \"\\\\u\",\n \"check\",\n \"Load\",\n \"Objects_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"d_\",\n \"._\",\n \"add\",\n \"Callback_\",\n \"(_\",\n \"\\\\u\",\n \"load\",\n \"Objects_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"d_\",\n \"._\",\n \"add\",\n \"Callback_\",\n \"(_\",\n \"\\\\u\",\n \"check\",\n \"Load\",\n \"Object\",\n \"s2_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"d_\",\n \"._\",\n \"add\",\n \"Callback_\",\n \"(_\",\n \"\\\\u\",\n \"change\",\n \"Parent_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"d_\",\n \"._\",\n \"add\",\n \"Callback_\",\n \"(_\",\n \"\\\\u\",\n \"load\",\n \"Back_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"d_\",\n \"._\",\n \"add\",\n \"Callback_\",\n \"(_\",\n \"\\\\u\",\n \"check\",\n \"Load\",\n \"Back_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"d_\",\n \"._\",\n \"add\",\n \"Callback_\",\n \"(_\",\n \"\\\\u\",\n \"save\",\n \"Mor\",\n \"e\",\n \"Test\",\n \"Rows_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"d_\",\n \"._\",\n \"add\",\n \"Callback_\",\n \"(_\",\n \"\\\\u\",\n \"load\",\n \"Row\",\n \"s\",\n \"Back_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"d_\",\n \"._\",\n \"add\",\n \"Callback_\",\n \"(_\",\n \"\\\\u\",\n \"check\",\n \"Row\",\n \"s\",\n \"Back_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"d_\",\n \"._\",\n \"add\",\n \"Callback_\",\n \"(_\",\n \"\\\\u\",\n \"change\",\n \"Rows_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"d_\",\n \"._\",\n \"add\",\n \"Callback_\",\n \"(_\",\n \"\\\\u\",\n \"load\",\n \"Row\",\n \"s\",\n \"Back_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"d_\",\n \"._\",\n \"add\",\n \"Callback_\",\n \"(_\",\n \"\\\\u\",\n \"check\",\n \"Row\",\n \"s\",\n \"Back_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"d_\",\n \"._\",\n \"add\",\n \"Callback_\",\n \"(_\",\n \"\\\\u\",\n \"delete\",\n \"Rows_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"d_\",\n \"._\",\n \"add\",\n \"Callback_\",\n \"(_\",\n \"\\\\u\",\n \"load\",\n \"Row\",\n \"s\",\n \"Back_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"d_\",\n \"._\",\n \"add\",\n \"Callback_\",\n \"(_\",\n \"\\\\u\",\n \"check\",\n \"Row\",\n \"s\",\n \"Delete\",\n \"d_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"d_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Reflect\",\n \"or\",\n \"Test\",\n \"Base_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"test\\\\u\",\n \"save\",\n \"And\",\n \"Delete_\",\n \"(_\",\n \"self_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"\\\"\\\"\\\"\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"Creat\",\n \"e\",\n \" \",\n \"a\",\n \" \",\n \"row\",\n \" \",\n \"and\",\n \" \",\n \"then\",\n \" \",\n \"try\",\n \" \",\n \"to\",\n \" \",\n \"delete\",\n \" \",\n \"it\",\n \".\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"\\\"\\\"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"create\",\n \" \",\n \"one\",\n \" \",\n \"row\",\n \" \",\n \"to\",\n \" \",\n \"work\",\n \" \",\n \"with_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"row_\",\n \"=_\",\n \"Test\",\n \"Row_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"row_\",\n \"._\",\n \"assign\",\n \"Key\",\n \"Attr_\",\n \"(_\",\n \"\\\"\",\n \"key\",\n \"\\\\u\",\n \"string\",\n \"\\\"_\",\n \",_\",\n \"\\\"\",\n \"first\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"values_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"randomize\",\n \"Row_\",\n \"(_\",\n \"row_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"save\",\n \" \",\n \"it_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"d_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"reflect\",\n \"or_\",\n \"._\",\n \"insert\",\n \"Row_\",\n \"(_\",\n \"row_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"\\\\u\",\n \"delete\",\n \"Row_\",\n \"(_\",\n \"\\\\u_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"delete\",\n \" \",\n \"it_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"return_\",\n \"self_\",\n \"._\",\n \"reflect\",\n \"or_\",\n \"._\",\n \"delete\",\n \"Row_\",\n \"(_\",\n \"row_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"d_\",\n \"._\",\n \"add\",\n \"Callback_\",\n \"(_\",\n \"\\\\u\",\n \"delete\",\n \"Row_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"d_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\"\n]","isConversational":false},"label_sequence":{"kind":"list like","value":[4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],"string":"[\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2\n]","isConversational":false}}},{"rowIdx":182,"cells":{"query_name":{"kind":"string","value":"Unused import"},"code_file_path":{"kind":"string","value":"ImageEngine/gaffer/python/GafferUI/__init__.py"},"context_blocks":{"kind":"list like","value":[{"content":"##########################################################################\n#\n# Copyright (c) 2011-2012, John Haddon. All rights reserved.\n# Copyright (c) 2011-2015, Image Engine Design Inc. All rights reserved.\n#\n# Redistribution and use in source and binary forms, with or without\n# modification, are permitted provided that the following conditions are\n# met:\n#\n# * Redistributions of source code must retain the above\n# copyright notice, this list of conditions and the following\n# disclaimer.\n#\n# * Redistributions in binary form must reproduce the above\n# copyright notice, this list of conditions and the following\n# disclaimer in the documentation and/or other materials provided with\n# the distribution.\n#\n# * Neither the name of John Haddon nor the names of\n# any other contributors to this software may be used to endorse or\n# promote products derived from this software without specific prior\n# written permission.\n#\n# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS\n# IS\" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO,\n# THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR\n# PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR\n# CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,\n# EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,\n# PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR\n# PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF\n# LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING\n# NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS\n# SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.\n#\n##########################################################################\n\n# Work around a bug which causes segfaults if uuid is imported after\n# PyQt. See here for details :\n#\n# https://bugs.gentoo.org/show_bug.cgi?id=317557\n# http://www.riverbankcomputing.com/pipermail/pyqt/2010-December/028773.html\n#\n# Using __import__ rather than import so that we don't pollute the GafferUI\n# namespace.\n__import__( \"uuid\" )\n\n##########################################################################\n# Function to import a module from the qt bindings. This must be used\n# rather than importing the module directly. This allows us to support\n# the use of both PyQt and PySide.\n##########################################################################\n\n__qtModuleName = None\n\n##########################################################################\n# Function to return the C++ address of a wrapped Qt object. This can\n# be useful if needing to implement part of the UI in C++ and the rest\n# in Python.\n##########################################################################\n\n\n##########################################################################\n# Function to return a wrapped Qt object from the given C++ address.\n# This can be useful if needing to implement part of the UI in C++ and\n# the rest in Python.\n##########################################################################\n\n\n##########################################################################\n# now import our actual functionality\n##########################################################################\n\n# Import modules that must be imported before _GafferUI, using __import__\n# to avoid polluting the GafferUI namespace.\n__import__( \"IECore\" )\n__import__( \"Gaffer\" )\n\nfrom _GafferUI import *\n\n# general ui stuff first\n\nfrom Enums import *\nfrom Widget import Widget\nfrom LazyMethod import LazyMethod\nfrom Menu import Menu\nfrom ContainerWidget import ContainerWidget\nfrom Window import Window\nfrom SplitContainer import SplitContainer\nfrom ListContainer import ListContainer\nfrom GridContainer import GridContainer\nfrom MenuBar import MenuBar\nfrom EventLoop import EventLoop\nfrom TabbedContainer import TabbedContainer\nfrom TextWidget import TextWidget\nfrom NumericWidget import NumericWidget\nfrom Button import Button\nfrom MultiLineTextWidget import MultiLineTextWidget\nfrom Label import Label\nfrom GLWidget import GLWidget\nfrom ScrolledContainer import ScrolledContainer\nfrom PathWidget import PathWidget\nfrom PathListingWidget import PathListingWidget\nfrom PathChooserWidget import PathChooserWidget\nfrom Dialogue import Dialogue\nfrom PathChooserDialogue import PathChooserDialogue\nfrom TextInputDialogue import TextInputDialogue\nfrom Collapsible import Collapsible\nfrom ColorSwatch import ColorSwatch\nfrom Slider import Slider\nfrom ShowURL import showURL\nfrom Spacer import Spacer\nfrom BoolWidget import BoolWidget, CheckBox\nfrom Image import Image\nfrom ErrorDialogue import ErrorDialogue\nfrom _Variant import _Variant\nfrom VectorDataWidget import VectorDataWidget\nfrom PathVectorDataWidget import PathVectorDataWidget\nfrom ProgressBar import ProgressBar\nfrom SelectionMenu import SelectionMenu\nfrom PathFilterWidget import PathFilterWidget\nfrom CompoundPathFilterWidget import CompoundPathFilterWidget\nfrom InfoPathFilterWidget import InfoPathFilterWidget\nfrom MatchPatternPathFilterWidget import MatchPatternPathFilterWidget\nfrom FileSequencePathFilterWidget import FileSequencePathFilterWidget\nfrom BusyWidget import BusyWidget\nfrom NumericSlider import NumericSlider\nfrom ColorChooser import ColorChooser\nfrom ColorChooserDialogue import ColorChooserDialogue\nfrom MessageWidget import MessageWidget\nfrom NotificationMessageHandler import NotificationMessageHandler\nfrom MenuButton import MenuButton\nfrom MultiSelectionMenu import MultiSelectionMenu\nfrom PopupWindow import PopupWindow\nfrom ConfirmationDialogue import ConfirmationDialogue\nfrom DisplayTransform import DisplayTransform\nfrom Divider import Divider\nimport _Pointer\nfrom SplineWidget import SplineWidget\nfrom Bookmarks import Bookmarks\n\n# then all the PathPreviewWidgets. note that the order\n# of import controls the order of display.\n\nfrom PathPreviewWidget import PathPreviewWidget\nfrom CompoundPathPreview import CompoundPathPreview\nfrom DeferredPathPreview import DeferredPathPreview\nfrom InfoPathPreview import InfoPathPreview\nfrom HeaderPathPreview import HeaderPathPreview\nfrom DataPathPreview import DataPathPreview\n\n# then stuff specific to graph uis\n\nfrom PlugValueWidget import PlugValueWidget\nfrom StringPlugValueWidget import StringPlugValueWidget\nfrom NumericPlugValueWidget import NumericPlugValueWidget\nfrom BoolPlugValueWidget import BoolPlugValueWidget\nfrom PathPlugValueWidget import PathPlugValueWidget\nfrom FileSystemPathPlugValueWidget import FileSystemPathPlugValueWidget\nfrom VectorDataPlugValueWidget import VectorDataPlugValueWidget\nfrom PathVectorDataPlugValueWidget import PathVectorDataPlugValueWidget\nfrom PlugWidget import PlugWidget\nfrom PlugLayout import PlugLayout\nfrom EditorWidget import EditorWidget\nfrom ScriptEditor import ScriptEditor\nfrom GadgetWidget import GadgetWidget\nfrom NodeGraph import NodeGraph\nfrom ScriptWindow import ScriptWindow\nfrom CompoundEditor import CompoundEditor\nfrom NameWidget import NameWidget\nfrom NameLabel import NameLabel\nfrom NodeSetEditor import NodeSetEditor\nfrom NodeEditor import NodeEditor\nfrom Layouts import Layouts\nfrom NodeMenu import NodeMenu\nimport FileMenu\nimport LayoutMenu\nimport EditMenu\nimport UserPlugs\nfrom Frame import Frame\nfrom CompoundNumericPlugValueWidget import CompoundNumericPlugValueWidget\nfrom BoxPlugValueWidget import BoxPlugValueWidget\nfrom NodeUI import NodeUI\nfrom StandardNodeUI import StandardNodeUI\nfrom NodeToolbar import NodeToolbar\nfrom StandardNodeToolbar import StandardNodeToolbar\nfrom Viewer import Viewer\nfrom ColorSwatchPlugValueWidget import ColorSwatchPlugValueWidget\nfrom ColorPlugValueWidget import ColorPlugValueWidget\nfrom AboutWindow import AboutWindow\nimport ApplicationMenu\nfrom BrowserEditor import BrowserEditor\nfrom Timeline import Timeline\nfrom MultiLineStringPlugValueWidget import MultiLineStringPlugValueWidget\nfrom CompoundPlugValueWidget import CompoundPlugValueWidget\nfrom EnumPlugValueWidget import EnumPlugValueWidget\nfrom PresetsPlugValueWidget import PresetsPlugValueWidget\nfrom GraphComponentBrowserMode import GraphComponentBrowserMode\nfrom ToolPlugValueWidget import ToolPlugValueWidget\nfrom LabelPlugValueWidget import LabelPlugValueWidget\nfrom CompoundDataPlugValueWidget import CompoundDataPlugValueWidget\nfrom LayoutPlugValueWidget import LayoutPlugValueWidget\nimport ScriptNodeUI\nfrom IncrementingPlugValueWidget import IncrementingPlugValueWidget\nimport PreferencesUI\nfrom SplinePlugValueWidget import SplinePlugValueWidget\nfrom RampPlugValueWidget import RampPlugValueWidget\nfrom NodeFinderDialogue import NodeFinderDialogue\nfrom ConnectionPlugValueWidget import ConnectionPlugValueWidget\nimport View3DToolbar\nimport ViewUI\nfrom Playback import Playback\nfrom UIEditor import UIEditor\nimport GraphBookmarksUI\nimport DocumentationAlgo\n\n# and then specific node uis\n\nimport DependencyNodeUI\nimport ComputeNodeUI\nimport RandomUI\nimport ExpressionUI\nimport BoxUI\nimport ReferenceUI\nimport BackdropUI\nimport DotUI\nimport SubGraphUI\nimport SwitchUI\nimport ContextVariablesUI\nimport TimeWarpUI\nimport LoopUI\nimport AnimationUI\n\n# backwards compatibility\n## \\todo Remove me\nMetadata = __import__( \"Gaffer\" ).Metadata\n\n__import__( \"IECore\" ).loadConfig( \"GAFFER_STARTUP_PATHS\", {}, subdirectory = \"GafferUI\" )\n","metadata":"root","header":"['module', '___EOS___']","index":0},{"content":"def _qtImport( name, lazy=False ) :\n\n\t# decide which qt bindings to use, and apply any fix-ups we need\n\t# to shield us from PyQt/PySide differences.\n\tglobal __qtModuleName\n\tif __qtModuleName is None :\n\t\timport os\n\t\tif \"GAFFERUI_QT_BINDINGS\" in os.environ :\n\t\t\t__qtModuleName = os.environ[\"GAFFERUI_QT_BINDINGS\"]\n\t\telse :\n\t\t\t# no preference stated via environment - see what we shipped with\n\t\t\tif os.path.exists( os.environ[\"GAFFER_ROOT\"] + \"/python/PySide\" ) :\n\t\t\t\t__qtModuleName = \"PySide\"\n\t\t\telse :\n\t\t\t\t__qtModuleName = \"PyQt4\"\n\n\t\t# PyQt unfortunately uses an implementation-specific\n\t\t# naming scheme for its new-style signal and slot classes.\n\t\t# We use this to make it compatible with PySide, according to :\n\t\t#\n\t\t# http://qt-project.org/wiki/Differences_Between_PySide_and_PyQt\n\t\tif \"PyQt\" in __qtModuleName :\n\t\t\tQtCore = __import__( __qtModuleName + \".QtCore\" ).QtCore\n\t\t\tQtCore.Signal = QtCore.pyqtSignal\n\n\t# import the submodule from those bindings and return it\n\tif lazy :\n\t\timport Gaffer\n\t\treturn Gaffer.lazyImport( __qtModuleName + \".\" + name )\n\telse :\n\t\tqtModule = __import__( __qtModuleName + \".\" + name )\n\t\treturn getattr( qtModule, name )","metadata":"root._qtImport","header":"['module', '___EOS___']","index":54},{"content":"def _qtAddress( o ) :\n\n\tglobal __qtModuleName\n\tif \"PyQt\" in __qtModuleName :\n\t\timport sip\n\t\treturn sip.unwrapinstance( o )\n\telse :\n\t\timport shiboken\n\t\treturn shiboken.getCppPointer( o )[0]","metadata":"root._qtAddress","header":"['module', '___EOS___']","index":93},{"content":"def _qtObject( address, type ) :\n\n\tglobal __qtModuleName\n\tif \"PyQt\" in __qtModuleName :\n\t\timport sip\n\t\treturn sip.wrapinstance( address, type )\n\telse :\n\t\timport shiboken\n\t\treturn shiboken.wrapInstance( address, type )","metadata":"root._qtObject","header":"['module', '___EOS___']","index":109}],"string":"[\n {\n \"content\": \"##########################################################################\\n#\\n# Copyright (c) 2011-2012, John Haddon. All rights reserved.\\n# Copyright (c) 2011-2015, Image Engine Design Inc. All rights reserved.\\n#\\n# Redistribution and use in source and binary forms, with or without\\n# modification, are permitted provided that the following conditions are\\n# met:\\n#\\n# * Redistributions of source code must retain the above\\n# copyright notice, this list of conditions and the following\\n# disclaimer.\\n#\\n# * Redistributions in binary form must reproduce the above\\n# copyright notice, this list of conditions and the following\\n# disclaimer in the documentation and/or other materials provided with\\n# the distribution.\\n#\\n# * Neither the name of John Haddon nor the names of\\n# any other contributors to this software may be used to endorse or\\n# promote products derived from this software without specific prior\\n# written permission.\\n#\\n# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \\\"AS\\n# IS\\\" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO,\\n# THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR\\n# PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR\\n# CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,\\n# EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,\\n# PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR\\n# PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF\\n# LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING\\n# NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS\\n# SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.\\n#\\n##########################################################################\\n\\n# Work around a bug which causes segfaults if uuid is imported after\\n# PyQt. See here for details :\\n#\\n# https://bugs.gentoo.org/show_bug.cgi?id=317557\\n# http://www.riverbankcomputing.com/pipermail/pyqt/2010-December/028773.html\\n#\\n# Using __import__ rather than import so that we don't pollute the GafferUI\\n# namespace.\\n__import__( \\\"uuid\\\" )\\n\\n##########################################################################\\n# Function to import a module from the qt bindings. This must be used\\n# rather than importing the module directly. This allows us to support\\n# the use of both PyQt and PySide.\\n##########################################################################\\n\\n__qtModuleName = None\\n\\n##########################################################################\\n# Function to return the C++ address of a wrapped Qt object. This can\\n# be useful if needing to implement part of the UI in C++ and the rest\\n# in Python.\\n##########################################################################\\n\\n\\n##########################################################################\\n# Function to return a wrapped Qt object from the given C++ address.\\n# This can be useful if needing to implement part of the UI in C++ and\\n# the rest in Python.\\n##########################################################################\\n\\n\\n##########################################################################\\n# now import our actual functionality\\n##########################################################################\\n\\n# Import modules that must be imported before _GafferUI, using __import__\\n# to avoid polluting the GafferUI namespace.\\n__import__( \\\"IECore\\\" )\\n__import__( \\\"Gaffer\\\" )\\n\\nfrom _GafferUI import *\\n\\n# general ui stuff first\\n\\nfrom Enums import *\\nfrom Widget import Widget\\nfrom LazyMethod import LazyMethod\\nfrom Menu import Menu\\nfrom ContainerWidget import ContainerWidget\\nfrom Window import Window\\nfrom SplitContainer import SplitContainer\\nfrom ListContainer import ListContainer\\nfrom GridContainer import GridContainer\\nfrom MenuBar import MenuBar\\nfrom EventLoop import EventLoop\\nfrom TabbedContainer import TabbedContainer\\nfrom TextWidget import TextWidget\\nfrom NumericWidget import NumericWidget\\nfrom Button import Button\\nfrom MultiLineTextWidget import MultiLineTextWidget\\nfrom Label import Label\\nfrom GLWidget import GLWidget\\nfrom ScrolledContainer import ScrolledContainer\\nfrom PathWidget import PathWidget\\nfrom PathListingWidget import PathListingWidget\\nfrom PathChooserWidget import PathChooserWidget\\nfrom Dialogue import Dialogue\\nfrom PathChooserDialogue import PathChooserDialogue\\nfrom TextInputDialogue import TextInputDialogue\\nfrom Collapsible import Collapsible\\nfrom ColorSwatch import ColorSwatch\\nfrom Slider import Slider\\nfrom ShowURL import showURL\\nfrom Spacer import Spacer\\nfrom BoolWidget import BoolWidget, CheckBox\\nfrom Image import Image\\nfrom ErrorDialogue import ErrorDialogue\\nfrom _Variant import _Variant\\nfrom VectorDataWidget import VectorDataWidget\\nfrom PathVectorDataWidget import PathVectorDataWidget\\nfrom ProgressBar import ProgressBar\\nfrom SelectionMenu import SelectionMenu\\nfrom PathFilterWidget import PathFilterWidget\\nfrom CompoundPathFilterWidget import CompoundPathFilterWidget\\nfrom InfoPathFilterWidget import InfoPathFilterWidget\\nfrom MatchPatternPathFilterWidget import MatchPatternPathFilterWidget\\nfrom FileSequencePathFilterWidget import FileSequencePathFilterWidget\\nfrom BusyWidget import BusyWidget\\nfrom NumericSlider import NumericSlider\\nfrom ColorChooser import ColorChooser\\nfrom ColorChooserDialogue import ColorChooserDialogue\\nfrom MessageWidget import MessageWidget\\nfrom NotificationMessageHandler import NotificationMessageHandler\\nfrom MenuButton import MenuButton\\nfrom MultiSelectionMenu import MultiSelectionMenu\\nfrom PopupWindow import PopupWindow\\nfrom ConfirmationDialogue import ConfirmationDialogue\\nfrom DisplayTransform import DisplayTransform\\nfrom Divider import Divider\\nimport _Pointer\\nfrom SplineWidget import SplineWidget\\nfrom Bookmarks import Bookmarks\\n\\n# then all the PathPreviewWidgets. note that the order\\n# of import controls the order of display.\\n\\nfrom PathPreviewWidget import PathPreviewWidget\\nfrom CompoundPathPreview import CompoundPathPreview\\nfrom DeferredPathPreview import DeferredPathPreview\\nfrom InfoPathPreview import InfoPathPreview\\nfrom HeaderPathPreview import HeaderPathPreview\\nfrom DataPathPreview import DataPathPreview\\n\\n# then stuff specific to graph uis\\n\\nfrom PlugValueWidget import PlugValueWidget\\nfrom StringPlugValueWidget import StringPlugValueWidget\\nfrom NumericPlugValueWidget import NumericPlugValueWidget\\nfrom BoolPlugValueWidget import BoolPlugValueWidget\\nfrom PathPlugValueWidget import PathPlugValueWidget\\nfrom FileSystemPathPlugValueWidget import FileSystemPathPlugValueWidget\\nfrom VectorDataPlugValueWidget import VectorDataPlugValueWidget\\nfrom PathVectorDataPlugValueWidget import PathVectorDataPlugValueWidget\\nfrom PlugWidget import PlugWidget\\nfrom PlugLayout import PlugLayout\\nfrom EditorWidget import EditorWidget\\nfrom ScriptEditor import ScriptEditor\\nfrom GadgetWidget import GadgetWidget\\nfrom NodeGraph import NodeGraph\\nfrom ScriptWindow import ScriptWindow\\nfrom CompoundEditor import CompoundEditor\\nfrom NameWidget import NameWidget\\nfrom NameLabel import NameLabel\\nfrom NodeSetEditor import NodeSetEditor\\nfrom NodeEditor import NodeEditor\\nfrom Layouts import Layouts\\nfrom NodeMenu import NodeMenu\\nimport FileMenu\\nimport LayoutMenu\\nimport EditMenu\\nimport UserPlugs\\nfrom Frame import Frame\\nfrom CompoundNumericPlugValueWidget import CompoundNumericPlugValueWidget\\nfrom BoxPlugValueWidget import BoxPlugValueWidget\\nfrom NodeUI import NodeUI\\nfrom StandardNodeUI import StandardNodeUI\\nfrom NodeToolbar import NodeToolbar\\nfrom StandardNodeToolbar import StandardNodeToolbar\\nfrom Viewer import Viewer\\nfrom ColorSwatchPlugValueWidget import ColorSwatchPlugValueWidget\\nfrom ColorPlugValueWidget import ColorPlugValueWidget\\nfrom AboutWindow import AboutWindow\\nimport ApplicationMenu\\nfrom BrowserEditor import BrowserEditor\\nfrom Timeline import Timeline\\nfrom MultiLineStringPlugValueWidget import MultiLineStringPlugValueWidget\\nfrom CompoundPlugValueWidget import CompoundPlugValueWidget\\nfrom EnumPlugValueWidget import EnumPlugValueWidget\\nfrom PresetsPlugValueWidget import PresetsPlugValueWidget\\nfrom GraphComponentBrowserMode import GraphComponentBrowserMode\\nfrom ToolPlugValueWidget import ToolPlugValueWidget\\nfrom LabelPlugValueWidget import LabelPlugValueWidget\\nfrom CompoundDataPlugValueWidget import CompoundDataPlugValueWidget\\nfrom LayoutPlugValueWidget import LayoutPlugValueWidget\\nimport ScriptNodeUI\\nfrom IncrementingPlugValueWidget import IncrementingPlugValueWidget\\nimport PreferencesUI\\nfrom SplinePlugValueWidget import SplinePlugValueWidget\\nfrom RampPlugValueWidget import RampPlugValueWidget\\nfrom NodeFinderDialogue import NodeFinderDialogue\\nfrom ConnectionPlugValueWidget import ConnectionPlugValueWidget\\nimport View3DToolbar\\nimport ViewUI\\nfrom Playback import Playback\\nfrom UIEditor import UIEditor\\nimport GraphBookmarksUI\\nimport DocumentationAlgo\\n\\n# and then specific node uis\\n\\nimport DependencyNodeUI\\nimport ComputeNodeUI\\nimport RandomUI\\nimport ExpressionUI\\nimport BoxUI\\nimport ReferenceUI\\nimport BackdropUI\\nimport DotUI\\nimport SubGraphUI\\nimport SwitchUI\\nimport ContextVariablesUI\\nimport TimeWarpUI\\nimport LoopUI\\nimport AnimationUI\\n\\n# backwards compatibility\\n## \\\\todo Remove me\\nMetadata = __import__( \\\"Gaffer\\\" ).Metadata\\n\\n__import__( \\\"IECore\\\" ).loadConfig( \\\"GAFFER_STARTUP_PATHS\\\", {}, subdirectory = \\\"GafferUI\\\" )\\n\",\n \"metadata\": \"root\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 0\n },\n {\n \"content\": \"def _qtImport( name, lazy=False ) :\\n\\n\\t# decide which qt bindings to use, and apply any fix-ups we need\\n\\t# to shield us from PyQt/PySide differences.\\n\\tglobal __qtModuleName\\n\\tif __qtModuleName is None :\\n\\t\\timport os\\n\\t\\tif \\\"GAFFERUI_QT_BINDINGS\\\" in os.environ :\\n\\t\\t\\t__qtModuleName = os.environ[\\\"GAFFERUI_QT_BINDINGS\\\"]\\n\\t\\telse :\\n\\t\\t\\t# no preference stated via environment - see what we shipped with\\n\\t\\t\\tif os.path.exists( os.environ[\\\"GAFFER_ROOT\\\"] + \\\"/python/PySide\\\" ) :\\n\\t\\t\\t\\t__qtModuleName = \\\"PySide\\\"\\n\\t\\t\\telse :\\n\\t\\t\\t\\t__qtModuleName = \\\"PyQt4\\\"\\n\\n\\t\\t# PyQt unfortunately uses an implementation-specific\\n\\t\\t# naming scheme for its new-style signal and slot classes.\\n\\t\\t# We use this to make it compatible with PySide, according to :\\n\\t\\t#\\n\\t\\t# http://qt-project.org/wiki/Differences_Between_PySide_and_PyQt\\n\\t\\tif \\\"PyQt\\\" in __qtModuleName :\\n\\t\\t\\tQtCore = __import__( __qtModuleName + \\\".QtCore\\\" ).QtCore\\n\\t\\t\\tQtCore.Signal = QtCore.pyqtSignal\\n\\n\\t# import the submodule from those bindings and return it\\n\\tif lazy :\\n\\t\\timport Gaffer\\n\\t\\treturn Gaffer.lazyImport( __qtModuleName + \\\".\\\" + name )\\n\\telse :\\n\\t\\tqtModule = __import__( __qtModuleName + \\\".\\\" + name )\\n\\t\\treturn getattr( qtModule, name )\",\n \"metadata\": \"root._qtImport\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 54\n },\n {\n \"content\": \"def _qtAddress( o ) :\\n\\n\\tglobal __qtModuleName\\n\\tif \\\"PyQt\\\" in __qtModuleName :\\n\\t\\timport sip\\n\\t\\treturn sip.unwrapinstance( o )\\n\\telse :\\n\\t\\timport shiboken\\n\\t\\treturn shiboken.getCppPointer( o )[0]\",\n \"metadata\": \"root._qtAddress\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 93\n },\n {\n \"content\": \"def _qtObject( address, type ) :\\n\\n\\tglobal __qtModuleName\\n\\tif \\\"PyQt\\\" in __qtModuleName :\\n\\t\\timport sip\\n\\t\\treturn sip.wrapinstance( address, type )\\n\\telse :\\n\\t\\timport shiboken\\n\\t\\treturn shiboken.wrapInstance( address, type )\",\n \"metadata\": \"root._qtObject\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 109\n }\n]","isConversational":false},"answer_spans":{"kind":"list like","value":[{"span":"from Widget import Widget","start_line":133,"start_column":0,"end_line":133,"end_column":25},{"span":"from LazyMethod import LazyMethod","start_line":134,"start_column":0,"end_line":134,"end_column":33},{"span":"from Menu import Menu","start_line":135,"start_column":0,"end_line":135,"end_column":21},{"span":"from ContainerWidget import ContainerWidget","start_line":136,"start_column":0,"end_line":136,"end_column":43},{"span":"from Window import Window","start_line":137,"start_column":0,"end_line":137,"end_column":25},{"span":"from SplitContainer import SplitContainer","start_line":138,"start_column":0,"end_line":138,"end_column":41},{"span":"from ListContainer import ListContainer","start_line":139,"start_column":0,"end_line":139,"end_column":39},{"span":"from GridContainer import GridContainer","start_line":140,"start_column":0,"end_line":140,"end_column":39},{"span":"from MenuBar import MenuBar","start_line":141,"start_column":0,"end_line":141,"end_column":27},{"span":"from EventLoop import EventLoop","start_line":142,"start_column":0,"end_line":142,"end_column":31},{"span":"from TabbedContainer import TabbedContainer","start_line":143,"start_column":0,"end_line":143,"end_column":43},{"span":"from TextWidget import TextWidget","start_line":144,"start_column":0,"end_line":144,"end_column":33},{"span":"from NumericWidget import NumericWidget","start_line":145,"start_column":0,"end_line":145,"end_column":39},{"span":"from Button import Button","start_line":146,"start_column":0,"end_line":146,"end_column":25},{"span":"from MultiLineTextWidget import MultiLineTextWidget","start_line":147,"start_column":0,"end_line":147,"end_column":51},{"span":"from Label import Label","start_line":148,"start_column":0,"end_line":148,"end_column":23},{"span":"from GLWidget import GLWidget","start_line":149,"start_column":0,"end_line":149,"end_column":29},{"span":"from ScrolledContainer import ScrolledContainer","start_line":150,"start_column":0,"end_line":150,"end_column":47},{"span":"from PathWidget import PathWidget","start_line":151,"start_column":0,"end_line":151,"end_column":33},{"span":"from PathListingWidget import PathListingWidget","start_line":152,"start_column":0,"end_line":152,"end_column":47},{"span":"from PathChooserWidget import PathChooserWidget","start_line":153,"start_column":0,"end_line":153,"end_column":47},{"span":"from Dialogue import Dialogue","start_line":154,"start_column":0,"end_line":154,"end_column":29},{"span":"from PathChooserDialogue import PathChooserDialogue","start_line":155,"start_column":0,"end_line":155,"end_column":51},{"span":"from TextInputDialogue import TextInputDialogue","start_line":156,"start_column":0,"end_line":156,"end_column":47},{"span":"from Collapsible import Collapsible","start_line":157,"start_column":0,"end_line":157,"end_column":35},{"span":"from ColorSwatch import ColorSwatch","start_line":158,"start_column":0,"end_line":158,"end_column":35},{"span":"from Slider import Slider","start_line":159,"start_column":0,"end_line":159,"end_column":25},{"span":"from ShowURL import showURL","start_line":160,"start_column":0,"end_line":160,"end_column":27},{"span":"from Spacer import Spacer","start_line":161,"start_column":0,"end_line":161,"end_column":25},{"span":"from BoolWidget import BoolWidget, CheckBox","start_line":162,"start_column":0,"end_line":162,"end_column":43},{"span":"from Image import Image","start_line":163,"start_column":0,"end_line":163,"end_column":23},{"span":"from ErrorDialogue import ErrorDialogue","start_line":164,"start_column":0,"end_line":164,"end_column":39},{"span":"from _Variant import _Variant","start_line":165,"start_column":0,"end_line":165,"end_column":29},{"span":"from VectorDataWidget import VectorDataWidget","start_line":166,"start_column":0,"end_line":166,"end_column":45},{"span":"from PathVectorDataWidget import PathVectorDataWidget","start_line":167,"start_column":0,"end_line":167,"end_column":53},{"span":"from ProgressBar import ProgressBar","start_line":168,"start_column":0,"end_line":168,"end_column":35},{"span":"from SelectionMenu import SelectionMenu","start_line":169,"start_column":0,"end_line":169,"end_column":39},{"span":"from PathFilterWidget import PathFilterWidget","start_line":170,"start_column":0,"end_line":170,"end_column":45},{"span":"from CompoundPathFilterWidget import CompoundPathFilterWidget","start_line":171,"start_column":0,"end_line":171,"end_column":61},{"span":"from InfoPathFilterWidget import InfoPathFilterWidget","start_line":172,"start_column":0,"end_line":172,"end_column":53},{"span":"from MatchPatternPathFilterWidget import MatchPatternPathFilterWidget","start_line":173,"start_column":0,"end_line":173,"end_column":69},{"span":"from FileSequencePathFilterWidget import FileSequencePathFilterWidget","start_line":174,"start_column":0,"end_line":174,"end_column":69},{"span":"from BusyWidget import BusyWidget","start_line":175,"start_column":0,"end_line":175,"end_column":33},{"span":"from NumericSlider import NumericSlider","start_line":176,"start_column":0,"end_line":176,"end_column":39},{"span":"from ColorChooser import ColorChooser","start_line":177,"start_column":0,"end_line":177,"end_column":37},{"span":"from ColorChooserDialogue import ColorChooserDialogue","start_line":178,"start_column":0,"end_line":178,"end_column":53},{"span":"from MessageWidget import MessageWidget","start_line":179,"start_column":0,"end_line":179,"end_column":39},{"span":"from NotificationMessageHandler import NotificationMessageHandler","start_line":180,"start_column":0,"end_line":180,"end_column":65},{"span":"from MenuButton import MenuButton","start_line":181,"start_column":0,"end_line":181,"end_column":33},{"span":"from MultiSelectionMenu import MultiSelectionMenu","start_line":182,"start_column":0,"end_line":182,"end_column":49},{"span":"from PopupWindow import PopupWindow","start_line":183,"start_column":0,"end_line":183,"end_column":35},{"span":"from ConfirmationDialogue import ConfirmationDialogue","start_line":184,"start_column":0,"end_line":184,"end_column":53},{"span":"from DisplayTransform import DisplayTransform","start_line":185,"start_column":0,"end_line":185,"end_column":45},{"span":"from Divider import Divider","start_line":186,"start_column":0,"end_line":186,"end_column":27},{"span":"import _Pointer","start_line":187,"start_column":0,"end_line":187,"end_column":15},{"span":"from SplineWidget import SplineWidget","start_line":188,"start_column":0,"end_line":188,"end_column":37},{"span":"from Bookmarks import Bookmarks","start_line":189,"start_column":0,"end_line":189,"end_column":31},{"span":"from PathPreviewWidget import PathPreviewWidget","start_line":194,"start_column":0,"end_line":194,"end_column":47},{"span":"from CompoundPathPreview import CompoundPathPreview","start_line":195,"start_column":0,"end_line":195,"end_column":51},{"span":"from DeferredPathPreview import DeferredPathPreview","start_line":196,"start_column":0,"end_line":196,"end_column":51},{"span":"from InfoPathPreview import InfoPathPreview","start_line":197,"start_column":0,"end_line":197,"end_column":43},{"span":"from HeaderPathPreview import HeaderPathPreview","start_line":198,"start_column":0,"end_line":198,"end_column":47},{"span":"from DataPathPreview import DataPathPreview","start_line":199,"start_column":0,"end_line":199,"end_column":43},{"span":"from PlugValueWidget import PlugValueWidget","start_line":203,"start_column":0,"end_line":203,"end_column":43},{"span":"from StringPlugValueWidget import StringPlugValueWidget","start_line":204,"start_column":0,"end_line":204,"end_column":55},{"span":"from NumericPlugValueWidget import NumericPlugValueWidget","start_line":205,"start_column":0,"end_line":205,"end_column":57},{"span":"from BoolPlugValueWidget import BoolPlugValueWidget","start_line":206,"start_column":0,"end_line":206,"end_column":51},{"span":"from PathPlugValueWidget import PathPlugValueWidget","start_line":207,"start_column":0,"end_line":207,"end_column":51},{"span":"from FileSystemPathPlugValueWidget import FileSystemPathPlugValueWidget","start_line":208,"start_column":0,"end_line":208,"end_column":71},{"span":"from VectorDataPlugValueWidget import VectorDataPlugValueWidget","start_line":209,"start_column":0,"end_line":209,"end_column":63},{"span":"from PathVectorDataPlugValueWidget import PathVectorDataPlugValueWidget","start_line":210,"start_column":0,"end_line":210,"end_column":71},{"span":"from PlugWidget import PlugWidget","start_line":211,"start_column":0,"end_line":211,"end_column":33},{"span":"from PlugLayout import PlugLayout","start_line":212,"start_column":0,"end_line":212,"end_column":33},{"span":"from EditorWidget import EditorWidget","start_line":213,"start_column":0,"end_line":213,"end_column":37},{"span":"from ScriptEditor import ScriptEditor","start_line":214,"start_column":0,"end_line":214,"end_column":37},{"span":"from GadgetWidget import GadgetWidget","start_line":215,"start_column":0,"end_line":215,"end_column":37},{"span":"from NodeGraph import NodeGraph","start_line":216,"start_column":0,"end_line":216,"end_column":31},{"span":"from ScriptWindow import ScriptWindow","start_line":217,"start_column":0,"end_line":217,"end_column":37},{"span":"from CompoundEditor import CompoundEditor","start_line":218,"start_column":0,"end_line":218,"end_column":41},{"span":"from NameWidget import NameWidget","start_line":219,"start_column":0,"end_line":219,"end_column":33},{"span":"from NameLabel import NameLabel","start_line":220,"start_column":0,"end_line":220,"end_column":31},{"span":"from NodeSetEditor import NodeSetEditor","start_line":221,"start_column":0,"end_line":221,"end_column":39},{"span":"from NodeEditor import NodeEditor","start_line":222,"start_column":0,"end_line":222,"end_column":33},{"span":"from Layouts import Layouts","start_line":223,"start_column":0,"end_line":223,"end_column":27},{"span":"from NodeMenu import NodeMenu","start_line":224,"start_column":0,"end_line":224,"end_column":29},{"span":"import FileMenu","start_line":225,"start_column":0,"end_line":225,"end_column":15},{"span":"import LayoutMenu","start_line":226,"start_column":0,"end_line":226,"end_column":17},{"span":"import EditMenu","start_line":227,"start_column":0,"end_line":227,"end_column":15},{"span":"import UserPlugs","start_line":228,"start_column":0,"end_line":228,"end_column":16},{"span":"from Frame import Frame","start_line":229,"start_column":0,"end_line":229,"end_column":23},{"span":"from CompoundNumericPlugValueWidget import CompoundNumericPlugValueWidget","start_line":230,"start_column":0,"end_line":230,"end_column":73},{"span":"from BoxPlugValueWidget import BoxPlugValueWidget","start_line":231,"start_column":0,"end_line":231,"end_column":49},{"span":"from NodeUI import NodeUI","start_line":232,"start_column":0,"end_line":232,"end_column":25},{"span":"from StandardNodeUI import StandardNodeUI","start_line":233,"start_column":0,"end_line":233,"end_column":41},{"span":"from NodeToolbar import NodeToolbar","start_line":234,"start_column":0,"end_line":234,"end_column":35},{"span":"from StandardNodeToolbar import StandardNodeToolbar","start_line":235,"start_column":0,"end_line":235,"end_column":51},{"span":"from Viewer import Viewer","start_line":236,"start_column":0,"end_line":236,"end_column":25},{"span":"from ColorSwatchPlugValueWidget import ColorSwatchPlugValueWidget","start_line":237,"start_column":0,"end_line":237,"end_column":65},{"span":"from ColorPlugValueWidget import ColorPlugValueWidget","start_line":238,"start_column":0,"end_line":238,"end_column":53},{"span":"from AboutWindow import AboutWindow","start_line":239,"start_column":0,"end_line":239,"end_column":35},{"span":"import ApplicationMenu","start_line":240,"start_column":0,"end_line":240,"end_column":22},{"span":"from BrowserEditor import BrowserEditor","start_line":241,"start_column":0,"end_line":241,"end_column":39},{"span":"from Timeline import Timeline","start_line":242,"start_column":0,"end_line":242,"end_column":29},{"span":"from MultiLineStringPlugValueWidget import MultiLineStringPlugValueWidget","start_line":243,"start_column":0,"end_line":243,"end_column":73},{"span":"from CompoundPlugValueWidget import CompoundPlugValueWidget","start_line":244,"start_column":0,"end_line":244,"end_column":59},{"span":"from EnumPlugValueWidget import EnumPlugValueWidget","start_line":245,"start_column":0,"end_line":245,"end_column":51},{"span":"from PresetsPlugValueWidget import PresetsPlugValueWidget","start_line":246,"start_column":0,"end_line":246,"end_column":57},{"span":"from GraphComponentBrowserMode import GraphComponentBrowserMode","start_line":247,"start_column":0,"end_line":247,"end_column":63},{"span":"from ToolPlugValueWidget import ToolPlugValueWidget","start_line":248,"start_column":0,"end_line":248,"end_column":51},{"span":"from LabelPlugValueWidget import LabelPlugValueWidget","start_line":249,"start_column":0,"end_line":249,"end_column":53},{"span":"from CompoundDataPlugValueWidget import CompoundDataPlugValueWidget","start_line":250,"start_column":0,"end_line":250,"end_column":67},{"span":"from LayoutPlugValueWidget import LayoutPlugValueWidget","start_line":251,"start_column":0,"end_line":251,"end_column":55},{"span":"import ScriptNodeUI","start_line":252,"start_column":0,"end_line":252,"end_column":19},{"span":"from IncrementingPlugValueWidget import IncrementingPlugValueWidget","start_line":253,"start_column":0,"end_line":253,"end_column":67},{"span":"import PreferencesUI","start_line":254,"start_column":0,"end_line":254,"end_column":20},{"span":"from SplinePlugValueWidget import SplinePlugValueWidget","start_line":255,"start_column":0,"end_line":255,"end_column":55},{"span":"from RampPlugValueWidget import RampPlugValueWidget","start_line":256,"start_column":0,"end_line":256,"end_column":51},{"span":"from NodeFinderDialogue import NodeFinderDialogue","start_line":257,"start_column":0,"end_line":257,"end_column":49},{"span":"from ConnectionPlugValueWidget import ConnectionPlugValueWidget","start_line":258,"start_column":0,"end_line":258,"end_column":63},{"span":"import View3DToolbar","start_line":259,"start_column":0,"end_line":259,"end_column":20},{"span":"import ViewUI","start_line":260,"start_column":0,"end_line":260,"end_column":13},{"span":"from Playback import Playback","start_line":261,"start_column":0,"end_line":261,"end_column":29},{"span":"from UIEditor import UIEditor","start_line":262,"start_column":0,"end_line":262,"end_column":29},{"span":"import GraphBookmarksUI","start_line":263,"start_column":0,"end_line":263,"end_column":23},{"span":"import DocumentationAlgo","start_line":264,"start_column":0,"end_line":264,"end_column":24},{"span":"import DependencyNodeUI","start_line":268,"start_column":0,"end_line":268,"end_column":23},{"span":"import ComputeNodeUI","start_line":269,"start_column":0,"end_line":269,"end_column":20},{"span":"import RandomUI","start_line":270,"start_column":0,"end_line":270,"end_column":15},{"span":"import ExpressionUI","start_line":271,"start_column":0,"end_line":271,"end_column":19},{"span":"import BoxUI","start_line":272,"start_column":0,"end_line":272,"end_column":12},{"span":"import ReferenceUI","start_line":273,"start_column":0,"end_line":273,"end_column":18},{"span":"import BackdropUI","start_line":274,"start_column":0,"end_line":274,"end_column":17},{"span":"import DotUI","start_line":275,"start_column":0,"end_line":275,"end_column":12},{"span":"import SubGraphUI","start_line":276,"start_column":0,"end_line":276,"end_column":17},{"span":"import SwitchUI","start_line":277,"start_column":0,"end_line":277,"end_column":15},{"span":"import ContextVariablesUI","start_line":278,"start_column":0,"end_line":278,"end_column":25},{"span":"import TimeWarpUI","start_line":279,"start_column":0,"end_line":279,"end_column":17},{"span":"import LoopUI","start_line":280,"start_column":0,"end_line":280,"end_column":13},{"span":"import AnimationUI","start_line":281,"start_column":0,"end_line":281,"end_column":18}],"string":"[\n {\n \"span\": \"from Widget import Widget\",\n \"start_line\": 133,\n \"start_column\": 0,\n \"end_line\": 133,\n \"end_column\": 25\n },\n {\n \"span\": \"from LazyMethod import LazyMethod\",\n \"start_line\": 134,\n \"start_column\": 0,\n \"end_line\": 134,\n \"end_column\": 33\n },\n {\n \"span\": \"from Menu import Menu\",\n \"start_line\": 135,\n \"start_column\": 0,\n \"end_line\": 135,\n \"end_column\": 21\n },\n {\n \"span\": \"from ContainerWidget import ContainerWidget\",\n \"start_line\": 136,\n \"start_column\": 0,\n \"end_line\": 136,\n \"end_column\": 43\n },\n {\n \"span\": \"from Window import Window\",\n \"start_line\": 137,\n \"start_column\": 0,\n \"end_line\": 137,\n \"end_column\": 25\n },\n {\n \"span\": \"from SplitContainer import SplitContainer\",\n \"start_line\": 138,\n \"start_column\": 0,\n \"end_line\": 138,\n \"end_column\": 41\n },\n {\n \"span\": \"from ListContainer import ListContainer\",\n \"start_line\": 139,\n \"start_column\": 0,\n \"end_line\": 139,\n \"end_column\": 39\n },\n {\n \"span\": \"from GridContainer import GridContainer\",\n \"start_line\": 140,\n \"start_column\": 0,\n \"end_line\": 140,\n \"end_column\": 39\n },\n {\n \"span\": \"from MenuBar import MenuBar\",\n \"start_line\": 141,\n \"start_column\": 0,\n \"end_line\": 141,\n \"end_column\": 27\n },\n {\n \"span\": \"from EventLoop import EventLoop\",\n \"start_line\": 142,\n \"start_column\": 0,\n \"end_line\": 142,\n \"end_column\": 31\n },\n {\n \"span\": \"from TabbedContainer import TabbedContainer\",\n \"start_line\": 143,\n \"start_column\": 0,\n \"end_line\": 143,\n \"end_column\": 43\n },\n {\n \"span\": \"from TextWidget import TextWidget\",\n \"start_line\": 144,\n \"start_column\": 0,\n \"end_line\": 144,\n \"end_column\": 33\n },\n {\n \"span\": \"from NumericWidget import NumericWidget\",\n \"start_line\": 145,\n \"start_column\": 0,\n \"end_line\": 145,\n \"end_column\": 39\n },\n {\n \"span\": \"from Button import Button\",\n \"start_line\": 146,\n \"start_column\": 0,\n \"end_line\": 146,\n \"end_column\": 25\n },\n {\n \"span\": \"from MultiLineTextWidget import MultiLineTextWidget\",\n \"start_line\": 147,\n \"start_column\": 0,\n \"end_line\": 147,\n \"end_column\": 51\n },\n {\n \"span\": \"from Label import Label\",\n \"start_line\": 148,\n \"start_column\": 0,\n \"end_line\": 148,\n \"end_column\": 23\n },\n {\n \"span\": \"from GLWidget import GLWidget\",\n \"start_line\": 149,\n \"start_column\": 0,\n \"end_line\": 149,\n \"end_column\": 29\n },\n {\n \"span\": \"from ScrolledContainer import ScrolledContainer\",\n \"start_line\": 150,\n \"start_column\": 0,\n \"end_line\": 150,\n \"end_column\": 47\n },\n {\n \"span\": \"from PathWidget import PathWidget\",\n \"start_line\": 151,\n \"start_column\": 0,\n \"end_line\": 151,\n \"end_column\": 33\n },\n {\n \"span\": \"from PathListingWidget import PathListingWidget\",\n \"start_line\": 152,\n \"start_column\": 0,\n \"end_line\": 152,\n \"end_column\": 47\n },\n {\n \"span\": \"from PathChooserWidget import PathChooserWidget\",\n \"start_line\": 153,\n \"start_column\": 0,\n \"end_line\": 153,\n \"end_column\": 47\n },\n {\n \"span\": \"from Dialogue import Dialogue\",\n \"start_line\": 154,\n \"start_column\": 0,\n \"end_line\": 154,\n \"end_column\": 29\n },\n {\n \"span\": \"from PathChooserDialogue import PathChooserDialogue\",\n \"start_line\": 155,\n \"start_column\": 0,\n \"end_line\": 155,\n \"end_column\": 51\n },\n {\n \"span\": \"from TextInputDialogue import TextInputDialogue\",\n \"start_line\": 156,\n \"start_column\": 0,\n \"end_line\": 156,\n \"end_column\": 47\n },\n {\n \"span\": \"from Collapsible import Collapsible\",\n \"start_line\": 157,\n \"start_column\": 0,\n \"end_line\": 157,\n \"end_column\": 35\n },\n {\n \"span\": \"from ColorSwatch import ColorSwatch\",\n \"start_line\": 158,\n \"start_column\": 0,\n \"end_line\": 158,\n \"end_column\": 35\n },\n {\n \"span\": \"from Slider import Slider\",\n \"start_line\": 159,\n \"start_column\": 0,\n \"end_line\": 159,\n \"end_column\": 25\n },\n {\n \"span\": \"from ShowURL import showURL\",\n \"start_line\": 160,\n \"start_column\": 0,\n \"end_line\": 160,\n \"end_column\": 27\n },\n {\n \"span\": \"from Spacer import Spacer\",\n \"start_line\": 161,\n \"start_column\": 0,\n \"end_line\": 161,\n \"end_column\": 25\n },\n {\n \"span\": \"from BoolWidget import BoolWidget, CheckBox\",\n \"start_line\": 162,\n \"start_column\": 0,\n \"end_line\": 162,\n \"end_column\": 43\n },\n {\n \"span\": \"from Image import Image\",\n \"start_line\": 163,\n \"start_column\": 0,\n \"end_line\": 163,\n \"end_column\": 23\n },\n {\n \"span\": \"from ErrorDialogue import ErrorDialogue\",\n \"start_line\": 164,\n \"start_column\": 0,\n \"end_line\": 164,\n \"end_column\": 39\n },\n {\n \"span\": \"from _Variant import _Variant\",\n \"start_line\": 165,\n \"start_column\": 0,\n \"end_line\": 165,\n \"end_column\": 29\n },\n {\n \"span\": \"from VectorDataWidget import VectorDataWidget\",\n \"start_line\": 166,\n \"start_column\": 0,\n \"end_line\": 166,\n \"end_column\": 45\n },\n {\n \"span\": \"from PathVectorDataWidget import PathVectorDataWidget\",\n \"start_line\": 167,\n \"start_column\": 0,\n \"end_line\": 167,\n \"end_column\": 53\n },\n {\n \"span\": \"from ProgressBar import ProgressBar\",\n \"start_line\": 168,\n \"start_column\": 0,\n \"end_line\": 168,\n \"end_column\": 35\n },\n {\n \"span\": \"from SelectionMenu import SelectionMenu\",\n \"start_line\": 169,\n \"start_column\": 0,\n \"end_line\": 169,\n \"end_column\": 39\n },\n {\n \"span\": \"from PathFilterWidget import PathFilterWidget\",\n \"start_line\": 170,\n \"start_column\": 0,\n \"end_line\": 170,\n \"end_column\": 45\n },\n {\n \"span\": \"from CompoundPathFilterWidget import CompoundPathFilterWidget\",\n \"start_line\": 171,\n \"start_column\": 0,\n \"end_line\": 171,\n \"end_column\": 61\n },\n {\n \"span\": \"from InfoPathFilterWidget import InfoPathFilterWidget\",\n \"start_line\": 172,\n \"start_column\": 0,\n \"end_line\": 172,\n \"end_column\": 53\n },\n {\n \"span\": \"from MatchPatternPathFilterWidget import MatchPatternPathFilterWidget\",\n \"start_line\": 173,\n \"start_column\": 0,\n \"end_line\": 173,\n \"end_column\": 69\n },\n {\n \"span\": \"from FileSequencePathFilterWidget import FileSequencePathFilterWidget\",\n \"start_line\": 174,\n \"start_column\": 0,\n \"end_line\": 174,\n \"end_column\": 69\n },\n {\n \"span\": \"from BusyWidget import BusyWidget\",\n \"start_line\": 175,\n \"start_column\": 0,\n \"end_line\": 175,\n \"end_column\": 33\n },\n {\n \"span\": \"from NumericSlider import NumericSlider\",\n \"start_line\": 176,\n \"start_column\": 0,\n \"end_line\": 176,\n \"end_column\": 39\n },\n {\n \"span\": \"from ColorChooser import ColorChooser\",\n \"start_line\": 177,\n \"start_column\": 0,\n \"end_line\": 177,\n \"end_column\": 37\n },\n {\n \"span\": \"from ColorChooserDialogue import ColorChooserDialogue\",\n \"start_line\": 178,\n \"start_column\": 0,\n \"end_line\": 178,\n \"end_column\": 53\n },\n {\n \"span\": \"from MessageWidget import MessageWidget\",\n \"start_line\": 179,\n \"start_column\": 0,\n \"end_line\": 179,\n \"end_column\": 39\n },\n {\n \"span\": \"from NotificationMessageHandler import NotificationMessageHandler\",\n \"start_line\": 180,\n \"start_column\": 0,\n \"end_line\": 180,\n \"end_column\": 65\n },\n {\n \"span\": \"from MenuButton import MenuButton\",\n \"start_line\": 181,\n \"start_column\": 0,\n \"end_line\": 181,\n \"end_column\": 33\n },\n {\n \"span\": \"from MultiSelectionMenu import MultiSelectionMenu\",\n \"start_line\": 182,\n \"start_column\": 0,\n \"end_line\": 182,\n \"end_column\": 49\n },\n {\n \"span\": \"from PopupWindow import PopupWindow\",\n \"start_line\": 183,\n \"start_column\": 0,\n \"end_line\": 183,\n \"end_column\": 35\n },\n {\n \"span\": \"from ConfirmationDialogue import ConfirmationDialogue\",\n \"start_line\": 184,\n \"start_column\": 0,\n \"end_line\": 184,\n \"end_column\": 53\n },\n {\n \"span\": \"from DisplayTransform import DisplayTransform\",\n \"start_line\": 185,\n \"start_column\": 0,\n \"end_line\": 185,\n \"end_column\": 45\n },\n {\n \"span\": \"from Divider import Divider\",\n \"start_line\": 186,\n \"start_column\": 0,\n \"end_line\": 186,\n \"end_column\": 27\n },\n {\n \"span\": \"import _Pointer\",\n \"start_line\": 187,\n \"start_column\": 0,\n \"end_line\": 187,\n \"end_column\": 15\n },\n {\n \"span\": \"from SplineWidget import SplineWidget\",\n \"start_line\": 188,\n \"start_column\": 0,\n \"end_line\": 188,\n \"end_column\": 37\n },\n {\n \"span\": \"from Bookmarks import Bookmarks\",\n \"start_line\": 189,\n \"start_column\": 0,\n \"end_line\": 189,\n \"end_column\": 31\n },\n {\n \"span\": \"from PathPreviewWidget import PathPreviewWidget\",\n \"start_line\": 194,\n \"start_column\": 0,\n \"end_line\": 194,\n \"end_column\": 47\n },\n {\n \"span\": \"from CompoundPathPreview import CompoundPathPreview\",\n \"start_line\": 195,\n \"start_column\": 0,\n \"end_line\": 195,\n \"end_column\": 51\n },\n {\n \"span\": \"from DeferredPathPreview import DeferredPathPreview\",\n \"start_line\": 196,\n \"start_column\": 0,\n \"end_line\": 196,\n \"end_column\": 51\n },\n {\n \"span\": \"from InfoPathPreview import InfoPathPreview\",\n \"start_line\": 197,\n \"start_column\": 0,\n \"end_line\": 197,\n \"end_column\": 43\n },\n {\n \"span\": \"from HeaderPathPreview import HeaderPathPreview\",\n \"start_line\": 198,\n \"start_column\": 0,\n \"end_line\": 198,\n \"end_column\": 47\n },\n {\n \"span\": \"from DataPathPreview import DataPathPreview\",\n \"start_line\": 199,\n \"start_column\": 0,\n \"end_line\": 199,\n \"end_column\": 43\n },\n {\n \"span\": \"from PlugValueWidget import PlugValueWidget\",\n \"start_line\": 203,\n \"start_column\": 0,\n \"end_line\": 203,\n \"end_column\": 43\n },\n {\n \"span\": \"from StringPlugValueWidget import StringPlugValueWidget\",\n \"start_line\": 204,\n \"start_column\": 0,\n \"end_line\": 204,\n \"end_column\": 55\n },\n {\n \"span\": \"from NumericPlugValueWidget import NumericPlugValueWidget\",\n \"start_line\": 205,\n \"start_column\": 0,\n \"end_line\": 205,\n \"end_column\": 57\n },\n {\n \"span\": \"from BoolPlugValueWidget import BoolPlugValueWidget\",\n \"start_line\": 206,\n \"start_column\": 0,\n \"end_line\": 206,\n \"end_column\": 51\n },\n {\n \"span\": \"from PathPlugValueWidget import PathPlugValueWidget\",\n \"start_line\": 207,\n \"start_column\": 0,\n \"end_line\": 207,\n \"end_column\": 51\n },\n {\n \"span\": \"from FileSystemPathPlugValueWidget import FileSystemPathPlugValueWidget\",\n \"start_line\": 208,\n \"start_column\": 0,\n \"end_line\": 208,\n \"end_column\": 71\n },\n {\n \"span\": \"from VectorDataPlugValueWidget import VectorDataPlugValueWidget\",\n \"start_line\": 209,\n \"start_column\": 0,\n \"end_line\": 209,\n \"end_column\": 63\n },\n {\n \"span\": \"from PathVectorDataPlugValueWidget import PathVectorDataPlugValueWidget\",\n \"start_line\": 210,\n \"start_column\": 0,\n \"end_line\": 210,\n \"end_column\": 71\n },\n {\n \"span\": \"from PlugWidget import PlugWidget\",\n \"start_line\": 211,\n \"start_column\": 0,\n \"end_line\": 211,\n \"end_column\": 33\n },\n {\n \"span\": \"from PlugLayout import PlugLayout\",\n \"start_line\": 212,\n \"start_column\": 0,\n \"end_line\": 212,\n \"end_column\": 33\n },\n {\n \"span\": \"from EditorWidget import EditorWidget\",\n \"start_line\": 213,\n \"start_column\": 0,\n \"end_line\": 213,\n \"end_column\": 37\n },\n {\n \"span\": \"from ScriptEditor import ScriptEditor\",\n \"start_line\": 214,\n \"start_column\": 0,\n \"end_line\": 214,\n \"end_column\": 37\n },\n {\n \"span\": \"from GadgetWidget import GadgetWidget\",\n \"start_line\": 215,\n \"start_column\": 0,\n \"end_line\": 215,\n \"end_column\": 37\n },\n {\n \"span\": \"from NodeGraph import NodeGraph\",\n \"start_line\": 216,\n \"start_column\": 0,\n \"end_line\": 216,\n \"end_column\": 31\n },\n {\n \"span\": \"from ScriptWindow import ScriptWindow\",\n \"start_line\": 217,\n \"start_column\": 0,\n \"end_line\": 217,\n \"end_column\": 37\n },\n {\n \"span\": \"from CompoundEditor import CompoundEditor\",\n \"start_line\": 218,\n \"start_column\": 0,\n \"end_line\": 218,\n \"end_column\": 41\n },\n {\n \"span\": \"from NameWidget import NameWidget\",\n \"start_line\": 219,\n \"start_column\": 0,\n \"end_line\": 219,\n \"end_column\": 33\n },\n {\n \"span\": \"from NameLabel import NameLabel\",\n \"start_line\": 220,\n \"start_column\": 0,\n \"end_line\": 220,\n \"end_column\": 31\n },\n {\n \"span\": \"from NodeSetEditor import NodeSetEditor\",\n \"start_line\": 221,\n \"start_column\": 0,\n \"end_line\": 221,\n \"end_column\": 39\n },\n {\n \"span\": \"from NodeEditor import NodeEditor\",\n \"start_line\": 222,\n \"start_column\": 0,\n \"end_line\": 222,\n \"end_column\": 33\n },\n {\n \"span\": \"from Layouts import Layouts\",\n \"start_line\": 223,\n \"start_column\": 0,\n \"end_line\": 223,\n \"end_column\": 27\n },\n {\n \"span\": \"from NodeMenu import NodeMenu\",\n \"start_line\": 224,\n \"start_column\": 0,\n \"end_line\": 224,\n \"end_column\": 29\n },\n {\n \"span\": \"import FileMenu\",\n \"start_line\": 225,\n \"start_column\": 0,\n \"end_line\": 225,\n \"end_column\": 15\n },\n {\n \"span\": \"import LayoutMenu\",\n \"start_line\": 226,\n \"start_column\": 0,\n \"end_line\": 226,\n \"end_column\": 17\n },\n {\n \"span\": \"import EditMenu\",\n \"start_line\": 227,\n \"start_column\": 0,\n \"end_line\": 227,\n \"end_column\": 15\n },\n {\n \"span\": \"import UserPlugs\",\n \"start_line\": 228,\n \"start_column\": 0,\n \"end_line\": 228,\n \"end_column\": 16\n },\n {\n \"span\": \"from Frame import Frame\",\n \"start_line\": 229,\n \"start_column\": 0,\n \"end_line\": 229,\n \"end_column\": 23\n },\n {\n \"span\": \"from CompoundNumericPlugValueWidget import CompoundNumericPlugValueWidget\",\n \"start_line\": 230,\n \"start_column\": 0,\n \"end_line\": 230,\n \"end_column\": 73\n },\n {\n \"span\": \"from BoxPlugValueWidget import BoxPlugValueWidget\",\n \"start_line\": 231,\n \"start_column\": 0,\n \"end_line\": 231,\n \"end_column\": 49\n },\n {\n \"span\": \"from NodeUI import NodeUI\",\n \"start_line\": 232,\n \"start_column\": 0,\n \"end_line\": 232,\n \"end_column\": 25\n },\n {\n \"span\": \"from StandardNodeUI import StandardNodeUI\",\n \"start_line\": 233,\n \"start_column\": 0,\n \"end_line\": 233,\n \"end_column\": 41\n },\n {\n \"span\": \"from NodeToolbar import NodeToolbar\",\n \"start_line\": 234,\n \"start_column\": 0,\n \"end_line\": 234,\n \"end_column\": 35\n },\n {\n \"span\": \"from StandardNodeToolbar import StandardNodeToolbar\",\n \"start_line\": 235,\n \"start_column\": 0,\n \"end_line\": 235,\n \"end_column\": 51\n },\n {\n \"span\": \"from Viewer import Viewer\",\n \"start_line\": 236,\n \"start_column\": 0,\n \"end_line\": 236,\n \"end_column\": 25\n },\n {\n \"span\": \"from ColorSwatchPlugValueWidget import ColorSwatchPlugValueWidget\",\n \"start_line\": 237,\n \"start_column\": 0,\n \"end_line\": 237,\n \"end_column\": 65\n },\n {\n \"span\": \"from ColorPlugValueWidget import ColorPlugValueWidget\",\n \"start_line\": 238,\n \"start_column\": 0,\n \"end_line\": 238,\n \"end_column\": 53\n },\n {\n \"span\": \"from AboutWindow import AboutWindow\",\n \"start_line\": 239,\n \"start_column\": 0,\n \"end_line\": 239,\n \"end_column\": 35\n },\n {\n \"span\": \"import ApplicationMenu\",\n \"start_line\": 240,\n \"start_column\": 0,\n \"end_line\": 240,\n \"end_column\": 22\n },\n {\n \"span\": \"from BrowserEditor import BrowserEditor\",\n \"start_line\": 241,\n \"start_column\": 0,\n \"end_line\": 241,\n \"end_column\": 39\n },\n {\n \"span\": \"from Timeline import Timeline\",\n \"start_line\": 242,\n \"start_column\": 0,\n \"end_line\": 242,\n \"end_column\": 29\n },\n {\n \"span\": \"from MultiLineStringPlugValueWidget import MultiLineStringPlugValueWidget\",\n \"start_line\": 243,\n \"start_column\": 0,\n \"end_line\": 243,\n \"end_column\": 73\n },\n {\n \"span\": \"from CompoundPlugValueWidget import CompoundPlugValueWidget\",\n \"start_line\": 244,\n \"start_column\": 0,\n \"end_line\": 244,\n \"end_column\": 59\n },\n {\n \"span\": \"from EnumPlugValueWidget import EnumPlugValueWidget\",\n \"start_line\": 245,\n \"start_column\": 0,\n \"end_line\": 245,\n \"end_column\": 51\n },\n {\n \"span\": \"from PresetsPlugValueWidget import PresetsPlugValueWidget\",\n \"start_line\": 246,\n \"start_column\": 0,\n \"end_line\": 246,\n \"end_column\": 57\n },\n {\n \"span\": \"from GraphComponentBrowserMode import GraphComponentBrowserMode\",\n \"start_line\": 247,\n \"start_column\": 0,\n \"end_line\": 247,\n \"end_column\": 63\n },\n {\n \"span\": \"from ToolPlugValueWidget import ToolPlugValueWidget\",\n \"start_line\": 248,\n \"start_column\": 0,\n \"end_line\": 248,\n \"end_column\": 51\n },\n {\n \"span\": \"from LabelPlugValueWidget import LabelPlugValueWidget\",\n \"start_line\": 249,\n \"start_column\": 0,\n \"end_line\": 249,\n \"end_column\": 53\n },\n {\n \"span\": \"from CompoundDataPlugValueWidget import CompoundDataPlugValueWidget\",\n \"start_line\": 250,\n \"start_column\": 0,\n \"end_line\": 250,\n \"end_column\": 67\n },\n {\n \"span\": \"from LayoutPlugValueWidget import LayoutPlugValueWidget\",\n \"start_line\": 251,\n \"start_column\": 0,\n \"end_line\": 251,\n \"end_column\": 55\n },\n {\n \"span\": \"import ScriptNodeUI\",\n \"start_line\": 252,\n \"start_column\": 0,\n \"end_line\": 252,\n \"end_column\": 19\n },\n {\n \"span\": \"from IncrementingPlugValueWidget import IncrementingPlugValueWidget\",\n \"start_line\": 253,\n \"start_column\": 0,\n \"end_line\": 253,\n \"end_column\": 67\n },\n {\n \"span\": \"import PreferencesUI\",\n \"start_line\": 254,\n \"start_column\": 0,\n \"end_line\": 254,\n \"end_column\": 20\n },\n {\n \"span\": \"from SplinePlugValueWidget import SplinePlugValueWidget\",\n \"start_line\": 255,\n \"start_column\": 0,\n \"end_line\": 255,\n \"end_column\": 55\n },\n {\n \"span\": \"from RampPlugValueWidget import RampPlugValueWidget\",\n \"start_line\": 256,\n \"start_column\": 0,\n \"end_line\": 256,\n \"end_column\": 51\n },\n {\n \"span\": \"from NodeFinderDialogue import NodeFinderDialogue\",\n \"start_line\": 257,\n \"start_column\": 0,\n \"end_line\": 257,\n \"end_column\": 49\n },\n {\n \"span\": \"from ConnectionPlugValueWidget import ConnectionPlugValueWidget\",\n \"start_line\": 258,\n \"start_column\": 0,\n \"end_line\": 258,\n \"end_column\": 63\n },\n {\n \"span\": \"import View3DToolbar\",\n \"start_line\": 259,\n \"start_column\": 0,\n \"end_line\": 259,\n \"end_column\": 20\n },\n {\n \"span\": \"import ViewUI\",\n \"start_line\": 260,\n \"start_column\": 0,\n \"end_line\": 260,\n \"end_column\": 13\n },\n {\n \"span\": \"from Playback import Playback\",\n \"start_line\": 261,\n \"start_column\": 0,\n \"end_line\": 261,\n \"end_column\": 29\n },\n {\n \"span\": \"from UIEditor import UIEditor\",\n \"start_line\": 262,\n \"start_column\": 0,\n \"end_line\": 262,\n \"end_column\": 29\n },\n {\n \"span\": \"import GraphBookmarksUI\",\n \"start_line\": 263,\n \"start_column\": 0,\n \"end_line\": 263,\n \"end_column\": 23\n },\n {\n \"span\": \"import DocumentationAlgo\",\n \"start_line\": 264,\n \"start_column\": 0,\n \"end_line\": 264,\n \"end_column\": 24\n },\n {\n \"span\": \"import DependencyNodeUI\",\n \"start_line\": 268,\n \"start_column\": 0,\n \"end_line\": 268,\n \"end_column\": 23\n },\n {\n \"span\": \"import ComputeNodeUI\",\n \"start_line\": 269,\n \"start_column\": 0,\n \"end_line\": 269,\n \"end_column\": 20\n },\n {\n \"span\": \"import RandomUI\",\n \"start_line\": 270,\n \"start_column\": 0,\n \"end_line\": 270,\n \"end_column\": 15\n },\n {\n \"span\": \"import ExpressionUI\",\n \"start_line\": 271,\n \"start_column\": 0,\n \"end_line\": 271,\n \"end_column\": 19\n },\n {\n \"span\": \"import BoxUI\",\n \"start_line\": 272,\n \"start_column\": 0,\n \"end_line\": 272,\n \"end_column\": 12\n },\n {\n \"span\": \"import ReferenceUI\",\n \"start_line\": 273,\n \"start_column\": 0,\n \"end_line\": 273,\n \"end_column\": 18\n },\n {\n \"span\": \"import BackdropUI\",\n \"start_line\": 274,\n \"start_column\": 0,\n \"end_line\": 274,\n \"end_column\": 17\n },\n {\n \"span\": \"import DotUI\",\n \"start_line\": 275,\n \"start_column\": 0,\n \"end_line\": 275,\n \"end_column\": 12\n },\n {\n \"span\": \"import SubGraphUI\",\n \"start_line\": 276,\n \"start_column\": 0,\n \"end_line\": 276,\n \"end_column\": 17\n },\n {\n \"span\": \"import SwitchUI\",\n \"start_line\": 277,\n \"start_column\": 0,\n \"end_line\": 277,\n \"end_column\": 15\n },\n {\n \"span\": \"import ContextVariablesUI\",\n \"start_line\": 278,\n \"start_column\": 0,\n \"end_line\": 278,\n \"end_column\": 25\n },\n {\n \"span\": \"import TimeWarpUI\",\n \"start_line\": 279,\n \"start_column\": 0,\n \"end_line\": 279,\n \"end_column\": 17\n },\n {\n \"span\": \"import LoopUI\",\n \"start_line\": 280,\n \"start_column\": 0,\n \"end_line\": 280,\n \"end_column\": 13\n },\n {\n \"span\": \"import AnimationUI\",\n \"start_line\": 281,\n \"start_column\": 0,\n \"end_line\": 281,\n \"end_column\": 18\n }\n]","isConversational":false},"supporting_fact_spans":{"kind":"list like","value":[],"string":"[]","isConversational":false},"example_type":{"kind":"number","value":1,"string":"1"},"single_hop":{"kind":"bool","value":false,"string":"false"},"subtokenized_input_sequence":{"kind":"list like","value":["[CLS]_","Un","used_","import_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","###########","###########","###########","###########","###########","###########","######","##","_","\\u\\u\\uNL\\u\\u\\u_","#","_","\\u\\u\\uNL\\u\\u\\u_","#"," "," ","Copy","right"," ","(","c",")"," ","2011","-","2012",","," ","Joh","n"," ","Had","don","."," ","All"," ","rights"," ","reserve","d","._","\\u\\u\\uNL\\u\\u\\u_","#"," "," ","Copy","right"," ","(","c",")"," ","2011","-","201","5",","," ","Image"," ","Engine"," ","Desig","n"," ","Inc","."," ","All"," ","rights"," ","reserve","d","._","\\u\\u\\uNL\\u\\u\\u_","#","_","\\u\\u\\uNL\\u\\u\\u_","#"," "," ","Redistributi","on"," ","and"," ","use"," ","in"," ","source"," ","and"," ","binar","y"," ","forms",","," ","with"," ","or"," ","with","out_","\\u\\u\\uNL\\u\\u\\u_","#"," "," ","modification",","," ","are"," ","permit","ted"," ","provided"," ","tha","t"," ","the"," ","follow","ing"," ","condition","s"," ","are","_","\\u\\u\\uNL\\u\\u\\u_","#"," "," ","met",":_","\\u\\u\\uNL\\u\\u\\u_","#","_","\\u\\u\\uNL\\u\\u\\u_","#"," "," ","*"," ","Redistributi","ons"," ","of"," ","source"," ","code"," ","must"," ","retain"," ","the"," ","above_","\\u\\u\\uNL\\u\\u\\u_","#"," "," "," "," ","copyr","ight"," ","notice",","," ","this"," ","list"," ","of"," ","condition","s"," ","and"," ","the"," ","following_","\\u\\u\\uNL\\u\\u\\u_","#"," "," "," "," ","discl","aime","r","._","\\u\\u\\uNL\\u\\u\\u_","#","_","\\u\\u\\uNL\\u\\u\\u_","#"," "," ","*"," ","Redistributi","ons"," ","in"," ","binar","y"," ","form"," ","must"," ","reproduce"," ","the"," ","above_","\\u\\u\\uNL\\u\\u\\u_","#"," "," "," "," ","copyr","ight"," ","notice",","," ","this"," ","list"," ","of"," ","condition","s"," ","and"," ","the"," ","following_","\\u\\u\\uNL\\u\\u\\u_","#"," "," "," "," ","discl","aime","r"," ","in"," ","the"," ","documentation"," ","and","/","or"," ","other"," ","material","s"," ","provided"," ","with_","\\u\\u\\uNL\\u\\u\\u_","#"," "," "," "," ","the"," ","distribu","tion","._","\\u\\u\\uNL\\u\\u\\u_","#","_","\\u\\u\\uNL\\u\\u\\u_","#"," "," ","*"," ","Nei","ther"," ","the"," ","name"," ","of"," ","Joh","n"," ","Had","don"," ","nor"," ","the"," ","names"," ","of_","\\u\\u\\uNL\\u\\u\\u_","#"," "," "," "," ","any"," ","other"," ","contributor","s"," ","to"," ","this"," ","software"," ","may"," ","be"," ","used"," ","to"," ","endo","rse"," ","or_","\\u\\u\\uNL\\u\\u\\u_","#"," "," "," "," ","promote"," ","products"," ","derive","d"," ","from"," ","this"," ","software"," ","with","out"," ","specific"," ","prior_","\\u\\u\\uNL\\u\\u\\u_","#"," "," "," "," ","writt","en"," ","permissi","on","._","\\u\\u\\uNL\\u\\u\\u_","#","_","\\u\\u\\uNL\\u\\u\\u_","#"," "," ","THIS"," ","SOFT","WARE"," ","IS"," ","PROVI","DED"," ","BY"," ","THE"," ","COPY","RIG","HT"," ","HOLD","ERS"," ","AND"," ","CONTRIB","UTO","RS"," ","\"","AS_","\\u\\u\\uNL\\u\\u\\u_","#"," "," ","IS","\""," ","AND"," ","ANY"," ","EXPR","ESS"," ","OR"," ","IMPL","IED"," ","WAR","RAN","TIES",","," ","INC","LU","DING",","," ","BUT"," ","NOT"," ","LIMIT","ED"," ","TO",",_","\\u\\u\\uNL\\u\\u\\u_","#"," "," ","THE"," ","IMPL","IED"," ","WAR","RAN","TIES"," ","OF"," ","MER","CHAN","TAB","ILI","TY"," ","AND"," ","FIT","NESS"," ","FOR"," ","A"," ","PARTI","CUL","AR_","\\u\\u\\uNL\\u\\u\\u_","#"," "," ","PUR","POS","E"," ","ARE"," ","DISC","LAI","MED","."," ","IN"," ","NO"," ","EVENT"," ","SHA","LL"," ","THE"," ","COPY","RIG","HT"," ","OWNER"," ","OR_","\\u\\u\\uNL\\u\\u\\u_","#"," "," ","CONTRIB","UTO","RS"," ","BE"," ","LI","AB","LE"," ","FOR"," ","ANY"," ","DIRECT",","," ","INDI","RECT",","," ","INC","IDENT","AL",","," ","SPECIAL",",_","\\u\\u\\uNL\\u\\u\\u_","#"," "," ","EXE","MPL","ARY",","," ","OR"," ","CONS","EQU","ENTI","AL"," ","DA","MAGE","S"," ","(","INC","LU","DING",","," ","BUT"," ","NOT"," ","LIMIT","ED"," ","TO",",_","\\u\\u\\uNL\\u\\u\\u_","#"," "," ","PROC","URE","MENT"," ","OF"," ","SUBST","ITU","TE"," ","GOOD","S"," ","OR"," ","SERVICES",";"," ","LOSS"," ","OF"," ","USE",","," ","DATA",","," ","OR_","\\u\\u\\uNL\\u\\u\\u_","#"," "," ","PROF","IT","S",";"," ","OR"," ","BUS","INE","SS"," ","INTER","RU","PTION",")"," ","HO","WE","VER"," ","CAU","SED"," ","AND"," ","ON"," ","ANY"," ","THE","ORY"," ","OF_","\\u\\u\\uNL\\u\\u\\u_","#"," "," ","LI","ABI","LIT","Y",","," ","WHE","THER"," ","IN"," ","CONTR","ACT",","," ","STRI","CT"," ","LI","ABI","LIT","Y",","," ","OR"," ","TOR","T"," ","(","INC","LU","DING","_","\\u\\u\\uNL\\u\\u\\u_","#"," "," ","NEG","LIG","ENCE"," ","OR"," ","OTHER","WI","SE",")"," ","ARI","SIN","G"," ","IN"," ","ANY"," ","WAY"," ","OUT"," ","OF"," ","THE"," ","USE"," ","OF"," ","THIS","_","\\u\\u\\uNL\\u\\u\\u_","#"," "," ","SOFT","WARE",","," ","EVE","N"," ","IF"," ","ADV","ISE","D"," ","OF"," ","THE"," ","POS","SIB","ILI","TY"," ","OF"," ","SUC","H"," ","DA","MAGE","._","\\u\\u\\uNL\\u\\u\\u_","#","_","\\u\\u\\uNL\\u\\u\\u_","###########","###########","###########","###########","###########","###########","######","##","_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","Work"," ","aro","und"," ","a"," ","bug"," ","whi","ch"," ","caus","es"," ","seg","faults"," ","if"," ","uuid"," ","is"," ","import","ed"," ","after_","\\u\\u\\uNL\\u\\u\\u_","#"," ","Py","Qt","."," ","See"," ","here"," ","for"," ","deta","il","s"," ",":_","\\u\\u\\uNL\\u\\u\\u_","#","_","\\u\\u\\uNL\\u\\u\\u_","#"," ","https","://","bug","s",".","gent","oo",".","org","/","show","\\u","bug",".","cgi","?","id","=","317","557","_","\\u\\u\\uNL\\u\\u\\u_","#"," ","http","://","www",".","river","bank","compu","ting",".","com","/","pipe","rma","il","/","pyqt","/","2010","-","Dece","mber","/","028","773",".","html_","\\u\\u\\uNL\\u\\u\\u_","#","_","\\u\\u\\uNL\\u\\u\\u_","#"," ","Us","ing"," ","\\u\\u","import","\\u\\u"," ","rat","her"," ","than"," ","import"," ","so"," ","tha","t"," ","we"," ","don","'","t"," ","poll","ute"," ","the"," ","Ga","ffer","UI_","\\u\\u\\uNL\\u\\u\\u_","#"," ","namespace","._","\\u\\u\\uNL\\u\\u\\u_","\\u\\u","import\\u\\u_","(_","\"","uuid","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","###########","###########","###########","###########","###########","###########","######","##","_","\\u\\u\\uNL\\u\\u\\u_","#"," ","Function"," ","to"," ","import"," ","a"," ","module"," ","from"," ","the"," ","qt"," ","bindi","ngs","."," ","Thi","s"," ","must"," ","be"," ","used_","\\u\\u\\uNL\\u\\u\\u_","#"," ","rat","her"," ","than"," ","import","ing"," ","the"," ","module"," ","direct","ly","."," ","Thi","s"," ","allow","s"," ","us"," ","to"," ","support_","\\u\\u\\uNL\\u\\u\\u_","#"," ","the"," ","use"," ","of"," ","bot","h"," ","Py","Qt"," ","and"," ","Py","Side","._","\\u\\u\\uNL\\u\\u\\u_","###########","###########","###########","###########","###########","###########","######","##","_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u","qt","Modul","e","Name_","=_","None_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","###########","###########","###########","###########","###########","###########","######","##","_","\\u\\u\\uNL\\u\\u\\u_","#"," ","Function"," ","to"," ","return"," ","the"," ","C","++"," ","address"," ","of"," ","a"," ","wrapp","ed"," ","Qt"," ","object","."," ","Thi","s"," ","can_","\\u\\u\\uNL\\u\\u\\u_","#"," ","be"," ","usef","ul"," ","if"," ","need","ing"," ","to"," ","implement"," ","part"," ","of"," ","the"," ","UI"," ","in"," ","C","++"," ","and"," ","the"," ","rest_","\\u\\u\\uNL\\u\\u\\u_","#"," ","in"," ","Pyth","on","._","\\u\\u\\uNL\\u\\u\\u_","###########","###########","###########","###########","###########","###########","######","##","_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","###########","###########","###########","###########","###########","###########","######","##","_","\\u\\u\\uNL\\u\\u\\u_","#"," ","Function"," ","to"," ","return"," ","a"," ","wrapp","ed"," ","Qt"," ","object"," ","from"," ","the"," ","give","n"," ","C","++"," ","address","._","\\u\\u\\uNL\\u\\u\\u_","#"," ","Thi","s"," ","can"," ","be"," ","usef","ul"," ","if"," ","need","ing"," ","to"," ","implement"," ","part"," ","of"," ","the"," ","UI"," ","in"," ","C","++"," ","and_","\\u\\u\\uNL\\u\\u\\u_","#"," ","the"," ","rest"," ","in"," ","Pyth","on","._","\\u\\u\\uNL\\u\\u\\u_","###########","###########","###########","###########","###########","###########","######","##","_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","###########","###########","###########","###########","###########","###########","######","##","_","\\u\\u\\uNL\\u\\u\\u_","#"," ","now"," ","import"," ","our"," ","actual"," ","functional","ity_","\\u\\u\\uNL\\u\\u\\u_","###########","###########","###########","###########","###########","###########","######","##","_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","Import"," ","module","s"," ","tha","t"," ","must"," ","be"," ","import","ed"," ","bef","ore"," ","\\u","Ga","ffer","UI",","," ","usi","ng"," ","\\u\\u","import\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","to"," ","avoid"," ","poll","uti","ng"," ","the"," ","Ga","ffer","UI"," ","namespace","._","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u","import\\u\\u_","(_","\"","IE","Core","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u","import\\u\\u_","(_","\"","Ga","ffer","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","from_","\\u","Ga","ffer","UI_","import_","*_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","genera","l"," ","ui"," ","stu","ff"," ","first_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","from_","Enum","s_","import_","*_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Widget_","import_","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","La","zy","Method_","import_","La","zy","Method_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Menu_","import_","Menu_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Containe","r","Widget_","import_","Containe","r","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Window_","import_","Window_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Split","Container_","import_","Split","Container_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","List","Container_","import_","List","Container_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Grid","Container_","import_","Grid","Container_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Menu","Bar_","import_","Menu","Bar_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Event","Loop_","import_","Event","Loop_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Tab","bed","Container_","import_","Tab","bed","Container_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Text","Widget_","import_","Text","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Numer","ic","Widget_","import_","Numer","ic","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Button_","import_","Button_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Multi","Line","Text","Widget_","import_","Multi","Line","Text","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Label_","import_","Label_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","GL","Widget_","import_","GL","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Scroll","ed","Container_","import_","Scroll","ed","Container_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Path","Widget_","import_","Path","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Path","Listi","ng","Widget_","import_","Path","Listi","ng","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Path","Choose","r","Widget_","import_","Path","Choose","r","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Dialog","ue_","import_","Dialog","ue_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Path","Choose","r","Dialog","ue_","import_","Path","Choose","r","Dialog","ue_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Text","Inp","ut","Dialog","ue_","import_","Text","Inp","ut","Dialog","ue_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Collaps","ible_","import_","Collaps","ible_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Color","Swa","tch_","import_","Color","Swa","tch_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Slider_","import_","Slider_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Show","URL_","import_","show","URL_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Spacer_","import_","Spacer_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Boo","l","Widget_","import_","Boo","l","Widget_",",_","Check","Box_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Image_","import_","Image_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Error","Dialog","ue_","import_","Error","Dialog","ue_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","\\u","Variant_","import_","\\u","Variant_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Vector","Data","Widget_","import_","Vector","Data","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Path","Vector","Data","Widget_","import_","Path","Vector","Data","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Progres","s","Bar_","import_","Progres","s","Bar_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Selecti","on","Menu_","import_","Selecti","on","Menu_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Path","Filter","Widget_","import_","Path","Filter","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Compo","und","Path","Filter","Widget_","import_","Compo","und","Path","Filter","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Info","Path","Filter","Widget_","import_","Info","Path","Filter","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Match","Pat","tern","Path","Filter","Widget_","import_","Match","Pat","tern","Path","Filter","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","File","Sequ","ence","Path","Filter","Widget_","import_","File","Sequ","ence","Path","Filter","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Busy","Widget_","import_","Busy","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Numer","ic","Slider_","import_","Numer","ic","Slider_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Color","Choose","r_","import_","Color","Choose","r_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Color","Choose","r","Dialog","ue_","import_","Color","Choose","r","Dialog","ue_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Messag","e","Widget_","import_","Messag","e","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Notifi","cation","Messag","e","Handler_","import_","Notifi","cation","Messag","e","Handler_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Menu","Button_","import_","Menu","Button_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Multi","Selecti","on","Menu_","import_","Multi","Selecti","on","Menu_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Pop","up","Window_","import_","Pop","up","Window_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Confirmation","Dialog","ue_","import_","Confirmation","Dialog","ue_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Display","Transform_","import_","Display","Transform_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Divide","r_","import_","Divide","r_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","\\u","Pointer_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Spline","Widget_","import_","Spline","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Bookmark","s_","import_","Bookmark","s_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","then"," ","all"," ","the"," ","Path","Preview","Wid","gets","."," ","note"," ","tha","t"," ","the"," ","order_","\\u\\u\\uNL\\u\\u\\u_","#"," ","of"," ","import"," ","controls"," ","the"," ","order"," ","of"," ","display","._","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","from_","Path","Preview","Widget_","import_","Path","Preview","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Compo","und","Path","Preview","_","import_","Compo","und","Path","Preview","_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Defe","rre","d","Path","Preview","_","import_","Defe","rre","d","Path","Preview","_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Info","Path","Preview","_","import_","Info","Path","Preview","_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Head","er","Path","Preview","_","import_","Head","er","Path","Preview","_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Data","Path","Preview","_","import_","Data","Path","Preview","_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","then"," ","stu","ff"," ","specific"," ","to"," ","graph"," ","uis","_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","from_","Plug","Value","Widget_","import_","Plug","Value","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","String","Plug","Value","Widget_","import_","String","Plug","Value","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Numer","ic","Plug","Value","Widget_","import_","Numer","ic","Plug","Value","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Boo","l","Plug","Value","Widget_","import_","Boo","l","Plug","Value","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Path","Plug","Value","Widget_","import_","Path","Plug","Value","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","File","System","Path","Plug","Value","Widget_","import_","File","System","Path","Plug","Value","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Vector","Data","Plug","Value","Widget_","import_","Vector","Data","Plug","Value","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Path","Vector","Data","Plug","Value","Widget_","import_","Path","Vector","Data","Plug","Value","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Plug","Widget_","import_","Plug","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Plug","Layout_","import_","Plug","Layout_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Edit","or","Widget_","import_","Edit","or","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Script","Editor_","import_","Script","Editor_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Ga","dget","Widget_","import_","Ga","dget","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Node","Graph_","import_","Node","Graph_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Script","Window_","import_","Script","Window_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Compo","und","Editor_","import_","Compo","und","Editor_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Name","Widget_","import_","Name","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Name","Label_","import_","Name","Label_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Node","Set","Editor_","import_","Node","Set","Editor_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Node","Editor_","import_","Node","Editor_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Lay","outs_","import_","Lay","outs_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Node","Menu_","import_","Node","Menu_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","File","Menu_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","Lay","out","Menu_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","Edit","Menu_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","User","Plug","s_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Frame_","import_","Frame_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Compo","und","Numer","ic","Plug","Value","Widget_","import_","Compo","und","Numer","ic","Plug","Value","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Box","Plug","Value","Widget_","import_","Box","Plug","Value","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Node","UI_","import_","Node","UI_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Standard","Node","UI_","import_","Standard","Node","UI_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Node","Toolbar_","import_","Node","Toolbar_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Standard","Node","Toolbar_","import_","Standard","Node","Toolbar_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Viewer_","import_","Viewer_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Color","Swa","tch","Plug","Value","Widget_","import_","Color","Swa","tch","Plug","Value","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Color","Plug","Value","Widget_","import_","Color","Plug","Value","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Abo","ut","Window_","import_","Abo","ut","Window_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","Applica","tion","Menu_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Brows","er","Editor_","import_","Brows","er","Editor_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Time","line_","import_","Time","line_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Multi","Line","String","Plug","Value","Widget_","import_","Multi","Line","String","Plug","Value","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Compo","und","Plug","Value","Widget_","import_","Compo","und","Plug","Value","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Enum","Plug","Value","Widget_","import_","Enum","Plug","Value","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Preset","s","Plug","Value","Widget_","import_","Preset","s","Plug","Value","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Graph","Compo","nent","Brows","er","Mode_","import_","Graph","Compo","nent","Brows","er","Mode_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Tool","Plug","Value","Widget_","import_","Tool","Plug","Value","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Label","Plug","Value","Widget_","import_","Label","Plug","Value","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Compo","und","Data","Plug","Value","Widget_","import_","Compo","und","Data","Plug","Value","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Lay","out","Plug","Value","Widget_","import_","Lay","out","Plug","Value","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","Script","Node","UI_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Increment","ing","Plug","Value","Widget_","import_","Increment","ing","Plug","Value","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","Preference","s","UI_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Spline","Plug","Value","Widget_","import_","Spline","Plug","Value","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Ramp","Plug","Value","Widget_","import_","Ramp","Plug","Value","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Node","Fin","der","Dialog","ue_","import_","Node","Fin","der","Dialog","ue_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Connect","ion","Plug","Value","Widget_","import_","Connect","ion","Plug","Value","Widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","View","3","DT","ool","bar_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","View","UI_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","Playb","ack_","import_","Playb","ack_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","UI","Editor_","import_","UI","Editor_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","Graph","Bookmark","s","UI_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","Document","ation","Algo","_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","and"," ","then"," ","specific"," ","node"," ","uis","_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","import_","Dependenc","y","Node","UI_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","Compute","Node","UI_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","Random","UI_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","Expression","UI_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","Box","UI_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","Reference","UI_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","Back","drop","UI_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","Dot","UI_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","Sub","Graph","UI_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","Switch","UI_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","Context","Varia","bles","UI_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","Time","War","p","UI_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","Loop","UI_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","Animat","ion","UI_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","back","ward","s"," ","compatibility","_","\\u\\u\\uNL\\u\\u\\u_","##"," ","\\\\","todo"," ","Remove"," ","me_","\\u\\u\\uNL\\u\\u\\u_","Metadata_","=_","\\u\\u","import\\u\\u_","(_","\"","Ga","ffer","\"_",")_","._","Metadata_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u","import\\u\\u_","(_","\"","IE","Core","\"_",")_","._","load","Config_","(_","\"","GA","FFE","R","\\u","START","UP","\\u","PATH","S","\"_",",_","{_","}_",",_","subdirectory","_","=_","\"","Ga","ffer","UI","\"_",")_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","def_","\\u","qt","Import_","(_","name_",",_","lazy_","=_","False_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","decide"," ","whi","ch"," ","qt"," ","bindi","ngs"," ","to"," ","use",","," ","and"," ","appl","y"," ","any"," ","fix","-","ups"," ","we"," ","need","_","\\u\\u\\uNL\\u\\u\\u_","#"," ","to"," ","shield"," ","us"," ","from"," ","Py","Qt","/","Py","Side"," ","difference","s","._","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","_","global_","\\u\\u","qt","Modul","e","Name_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","\\u\\u","qt","Modul","e","Name_","is_","None_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","import_","os_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","\"","GA","FFE","RU","I","\\u","QT","\\u","BINDING","S","\"_","in_","os_","._","environ_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t\t_","\\u\\u","qt","Modul","e","Name_","=_","os_","._","environ_","[_","\"","GA","FFE","RU","I","\\u","QT","\\u","BINDING","S","\"_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","no"," ","preference"," ","state","d"," ","via"," ","environ","ment"," ","-"," ","see"," ","what"," ","we"," ","ship","ped"," ","with_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t\t_","if_","os_","._","path_","._","exists_","(_","os_","._","environ_","[_","\"","GA","FFE","R","\\u","ROO","T","\"_","]_","+_","\"/","python","/","Py","Side","\"_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t\t\t_","\\u\\u","qt","Modul","e","Name_","=_","\"","Py","Side","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t\t\t_","\\u\\u","qt","Modul","e","Name_","=_","\"","Py","Qt","4","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","Py","Qt"," ","unfo","rtu","nat","el","y"," ","use","s"," ","an"," ","implementation","-","specific_","\\u\\u\\uNL\\u\\u\\u_","#"," ","nami","ng"," ","sche","me"," ","for"," ","its"," ","new","-","style"," ","signal"," ","and"," ","slot"," ","classe","s","._","\\u\\u\\uNL\\u\\u\\u_","#"," ","We"," ","use"," ","this"," ","to"," ","make"," ","it"," ","compatible"," ","with"," ","Py","Side",","," ","according"," ","to"," ",":_","\\u\\u\\uNL\\u\\u\\u_","#","_","\\u\\u\\uNL\\u\\u\\u_","#"," ","http","://","qt","-","project",".","org","/","wiki","/","Difference","s","\\u","Bet","ween","\\u","Py","Side","\\u","and","\\u","Py","Qt_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","\"","Py","Qt","\"_","in_","\\u\\u","qt","Modul","e","Name_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t\t_","Qt","Core_","=_","\\u\\u","import\\u\\u_","(_","\\u\\u","qt","Modul","e","Name_","+_","\".","Qt","Core","\"_",")_","._","Qt","Core_","\\u\\u\\uNEWLINE\\u\\u\\u_","Qt","Core_","._","Signal_","=_","Qt","Core_","._","pyqt","Signal_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","import"," ","the"," ","submodule"," ","from"," ","tho","se"," ","bindi","ngs"," ","and"," ","return"," ","it_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","lazy_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","import_","Ga","ffer","_","\\u\\u\\uNEWLINE\\u\\u\\u_","return_","Ga","ffer","_","._","lazy","Import_","(_","\\u\\u","qt","Modul","e","Name_","+_","\".\"_","+_","name_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","qt","Module_","=_","\\u\\u","import\\u\\u_","(_","\\u\\u","qt","Modul","e","Name_","+_","\".\"_","+_","name_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","return_","getattr_","(_","qt","Module_",",_","name_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","\\u","qt","Address_","(_","o_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","_","global_","\\u\\u","qt","Modul","e","Name_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","\"","Py","Qt","\"_","in_","\\u\\u","qt","Modul","e","Name_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","import_","sip_","\\u\\u\\uNEWLINE\\u\\u\\u_","return_","sip_","._","unwrap","instance_","(_","o_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","import_","shi","bo","ken_","\\u\\u\\uNEWLINE\\u\\u\\u_","return_","shi","bo","ken_","._","get","Cp","p","Pointer_","(_","o_",")_","[_","0_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","\\u","qt","Object_","(_","address_",",_","type_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","_","global_","\\u\\u","qt","Modul","e","Name_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","\"","Py","Qt","\"_","in_","\\u\\u","qt","Modul","e","Name_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","import_","sip_","\\u\\u\\uNEWLINE\\u\\u\\u_","return_","sip_","._","wrap","instance_","(_","address_",",_","type_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","import_","shi","bo","ken_","\\u\\u\\uNEWLINE\\u\\u\\u_","return_","shi","bo","ken_","._","wrap","Instance_","(_","address_",",_","type_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_"],"string":"[\n \"[CLS]_\",\n \"Un\",\n \"used_\",\n \"import_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"######\",\n \"##\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \"Copy\",\n \"right\",\n \" \",\n \"(\",\n \"c\",\n \")\",\n \" \",\n \"2011\",\n \"-\",\n \"2012\",\n \",\",\n \" \",\n \"Joh\",\n \"n\",\n \" \",\n \"Had\",\n \"don\",\n \".\",\n \" \",\n \"All\",\n \" \",\n \"rights\",\n \" \",\n \"reserve\",\n \"d\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \"Copy\",\n \"right\",\n \" \",\n \"(\",\n \"c\",\n \")\",\n \" \",\n \"2011\",\n \"-\",\n \"201\",\n \"5\",\n \",\",\n \" \",\n \"Image\",\n \" \",\n \"Engine\",\n \" \",\n \"Desig\",\n \"n\",\n \" \",\n \"Inc\",\n \".\",\n \" \",\n \"All\",\n \" \",\n \"rights\",\n \" \",\n \"reserve\",\n \"d\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \"Redistributi\",\n \"on\",\n \" \",\n \"and\",\n \" \",\n \"use\",\n \" \",\n \"in\",\n \" \",\n \"source\",\n \" \",\n \"and\",\n \" \",\n \"binar\",\n \"y\",\n \" \",\n \"forms\",\n \",\",\n \" \",\n \"with\",\n \" \",\n \"or\",\n \" \",\n \"with\",\n \"out_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \"modification\",\n \",\",\n \" \",\n \"are\",\n \" \",\n \"permit\",\n \"ted\",\n \" \",\n \"provided\",\n \" \",\n \"tha\",\n \"t\",\n \" \",\n \"the\",\n \" \",\n \"follow\",\n \"ing\",\n \" \",\n \"condition\",\n \"s\",\n \" \",\n \"are\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \"met\",\n \":_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \"*\",\n \" \",\n \"Redistributi\",\n \"ons\",\n \" \",\n \"of\",\n \" \",\n \"source\",\n \" \",\n \"code\",\n \" \",\n \"must\",\n \" \",\n \"retain\",\n \" \",\n \"the\",\n \" \",\n \"above_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"copyr\",\n \"ight\",\n \" \",\n \"notice\",\n \",\",\n \" \",\n \"this\",\n \" \",\n \"list\",\n \" \",\n \"of\",\n \" \",\n \"condition\",\n \"s\",\n \" \",\n \"and\",\n \" \",\n \"the\",\n \" \",\n \"following_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"discl\",\n \"aime\",\n \"r\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \"*\",\n \" \",\n \"Redistributi\",\n \"ons\",\n \" \",\n \"in\",\n \" \",\n \"binar\",\n \"y\",\n \" \",\n \"form\",\n \" \",\n \"must\",\n \" \",\n \"reproduce\",\n \" \",\n \"the\",\n \" \",\n \"above_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"copyr\",\n \"ight\",\n \" \",\n \"notice\",\n \",\",\n \" \",\n \"this\",\n \" \",\n \"list\",\n \" \",\n \"of\",\n \" \",\n \"condition\",\n \"s\",\n \" \",\n \"and\",\n \" \",\n \"the\",\n \" \",\n \"following_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"discl\",\n \"aime\",\n \"r\",\n \" \",\n \"in\",\n \" \",\n \"the\",\n \" \",\n \"documentation\",\n \" \",\n \"and\",\n \"/\",\n \"or\",\n \" \",\n \"other\",\n \" \",\n \"material\",\n \"s\",\n \" \",\n \"provided\",\n \" \",\n \"with_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"the\",\n \" \",\n \"distribu\",\n \"tion\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \"*\",\n \" \",\n \"Nei\",\n \"ther\",\n \" \",\n \"the\",\n \" \",\n \"name\",\n \" \",\n \"of\",\n \" \",\n \"Joh\",\n \"n\",\n \" \",\n \"Had\",\n \"don\",\n \" \",\n \"nor\",\n \" \",\n \"the\",\n \" \",\n \"names\",\n \" \",\n \"of_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"any\",\n \" \",\n \"other\",\n \" \",\n \"contributor\",\n \"s\",\n \" \",\n \"to\",\n \" \",\n \"this\",\n \" \",\n \"software\",\n \" \",\n \"may\",\n \" \",\n \"be\",\n \" \",\n \"used\",\n \" \",\n \"to\",\n \" \",\n \"endo\",\n \"rse\",\n \" \",\n \"or_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"promote\",\n \" \",\n \"products\",\n \" \",\n \"derive\",\n \"d\",\n \" \",\n \"from\",\n \" \",\n \"this\",\n \" \",\n \"software\",\n \" \",\n \"with\",\n \"out\",\n \" \",\n \"specific\",\n \" \",\n \"prior_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"writt\",\n \"en\",\n \" \",\n \"permissi\",\n \"on\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \"THIS\",\n \" \",\n \"SOFT\",\n \"WARE\",\n \" \",\n \"IS\",\n \" \",\n \"PROVI\",\n \"DED\",\n \" \",\n \"BY\",\n \" \",\n \"THE\",\n \" \",\n \"COPY\",\n \"RIG\",\n \"HT\",\n \" \",\n \"HOLD\",\n \"ERS\",\n \" \",\n \"AND\",\n \" \",\n \"CONTRIB\",\n \"UTO\",\n \"RS\",\n \" \",\n \"\\\"\",\n \"AS_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \"IS\",\n \"\\\"\",\n \" \",\n \"AND\",\n \" \",\n \"ANY\",\n \" \",\n \"EXPR\",\n \"ESS\",\n \" \",\n \"OR\",\n \" \",\n \"IMPL\",\n \"IED\",\n \" \",\n \"WAR\",\n \"RAN\",\n \"TIES\",\n \",\",\n \" \",\n \"INC\",\n \"LU\",\n \"DING\",\n \",\",\n \" \",\n \"BUT\",\n \" \",\n \"NOT\",\n \" \",\n \"LIMIT\",\n \"ED\",\n \" \",\n \"TO\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \"THE\",\n \" \",\n \"IMPL\",\n \"IED\",\n \" \",\n \"WAR\",\n \"RAN\",\n \"TIES\",\n \" \",\n \"OF\",\n \" \",\n \"MER\",\n \"CHAN\",\n \"TAB\",\n \"ILI\",\n \"TY\",\n \" \",\n \"AND\",\n \" \",\n \"FIT\",\n \"NESS\",\n \" \",\n \"FOR\",\n \" \",\n \"A\",\n \" \",\n \"PARTI\",\n \"CUL\",\n \"AR_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \"PUR\",\n \"POS\",\n \"E\",\n \" \",\n \"ARE\",\n \" \",\n \"DISC\",\n \"LAI\",\n \"MED\",\n \".\",\n \" \",\n \"IN\",\n \" \",\n \"NO\",\n \" \",\n \"EVENT\",\n \" \",\n \"SHA\",\n \"LL\",\n \" \",\n \"THE\",\n \" \",\n \"COPY\",\n \"RIG\",\n \"HT\",\n \" \",\n \"OWNER\",\n \" \",\n \"OR_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \"CONTRIB\",\n \"UTO\",\n \"RS\",\n \" \",\n \"BE\",\n \" \",\n \"LI\",\n \"AB\",\n \"LE\",\n \" \",\n \"FOR\",\n \" \",\n \"ANY\",\n \" \",\n \"DIRECT\",\n \",\",\n \" \",\n \"INDI\",\n \"RECT\",\n \",\",\n \" \",\n \"INC\",\n \"IDENT\",\n \"AL\",\n \",\",\n \" \",\n \"SPECIAL\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \"EXE\",\n \"MPL\",\n \"ARY\",\n \",\",\n \" \",\n \"OR\",\n \" \",\n \"CONS\",\n \"EQU\",\n \"ENTI\",\n \"AL\",\n \" \",\n \"DA\",\n \"MAGE\",\n \"S\",\n \" \",\n \"(\",\n \"INC\",\n \"LU\",\n \"DING\",\n \",\",\n \" \",\n \"BUT\",\n \" \",\n \"NOT\",\n \" \",\n \"LIMIT\",\n \"ED\",\n \" \",\n \"TO\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \"PROC\",\n \"URE\",\n \"MENT\",\n \" \",\n \"OF\",\n \" \",\n \"SUBST\",\n \"ITU\",\n \"TE\",\n \" \",\n \"GOOD\",\n \"S\",\n \" \",\n \"OR\",\n \" \",\n \"SERVICES\",\n \";\",\n \" \",\n \"LOSS\",\n \" \",\n \"OF\",\n \" \",\n \"USE\",\n \",\",\n \" \",\n \"DATA\",\n \",\",\n \" \",\n \"OR_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \"PROF\",\n \"IT\",\n \"S\",\n \";\",\n \" \",\n \"OR\",\n \" \",\n \"BUS\",\n \"INE\",\n \"SS\",\n \" \",\n \"INTER\",\n \"RU\",\n \"PTION\",\n \")\",\n \" \",\n \"HO\",\n \"WE\",\n \"VER\",\n \" \",\n \"CAU\",\n \"SED\",\n \" \",\n \"AND\",\n \" \",\n \"ON\",\n \" \",\n \"ANY\",\n \" \",\n \"THE\",\n \"ORY\",\n \" \",\n \"OF_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \"LI\",\n \"ABI\",\n \"LIT\",\n \"Y\",\n \",\",\n \" \",\n \"WHE\",\n \"THER\",\n \" \",\n \"IN\",\n \" \",\n \"CONTR\",\n \"ACT\",\n \",\",\n \" \",\n \"STRI\",\n \"CT\",\n \" \",\n \"LI\",\n \"ABI\",\n \"LIT\",\n \"Y\",\n \",\",\n \" \",\n \"OR\",\n \" \",\n \"TOR\",\n \"T\",\n \" \",\n \"(\",\n \"INC\",\n \"LU\",\n \"DING\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \"NEG\",\n \"LIG\",\n \"ENCE\",\n \" \",\n \"OR\",\n \" \",\n \"OTHER\",\n \"WI\",\n \"SE\",\n \")\",\n \" \",\n \"ARI\",\n \"SIN\",\n \"G\",\n \" \",\n \"IN\",\n \" \",\n \"ANY\",\n \" \",\n \"WAY\",\n \" \",\n \"OUT\",\n \" \",\n \"OF\",\n \" \",\n \"THE\",\n \" \",\n \"USE\",\n \" \",\n \"OF\",\n \" \",\n \"THIS\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \"SOFT\",\n \"WARE\",\n \",\",\n \" \",\n \"EVE\",\n \"N\",\n \" \",\n \"IF\",\n \" \",\n \"ADV\",\n \"ISE\",\n \"D\",\n \" \",\n \"OF\",\n \" \",\n \"THE\",\n \" \",\n \"POS\",\n \"SIB\",\n \"ILI\",\n \"TY\",\n \" \",\n \"OF\",\n \" \",\n \"SUC\",\n \"H\",\n \" \",\n \"DA\",\n \"MAGE\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"######\",\n \"##\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Work\",\n \" \",\n \"aro\",\n \"und\",\n \" \",\n \"a\",\n \" \",\n \"bug\",\n \" \",\n \"whi\",\n \"ch\",\n \" \",\n \"caus\",\n \"es\",\n \" \",\n \"seg\",\n \"faults\",\n \" \",\n \"if\",\n \" \",\n \"uuid\",\n \" \",\n \"is\",\n \" \",\n \"import\",\n \"ed\",\n \" \",\n \"after_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Py\",\n \"Qt\",\n \".\",\n \" \",\n \"See\",\n \" \",\n \"here\",\n \" \",\n \"for\",\n \" \",\n \"deta\",\n \"il\",\n \"s\",\n \" \",\n \":_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"https\",\n \"://\",\n \"bug\",\n \"s\",\n \".\",\n \"gent\",\n \"oo\",\n \".\",\n \"org\",\n \"/\",\n \"show\",\n \"\\\\u\",\n \"bug\",\n \".\",\n \"cgi\",\n \"?\",\n \"id\",\n \"=\",\n \"317\",\n \"557\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"http\",\n \"://\",\n \"www\",\n \".\",\n \"river\",\n \"bank\",\n \"compu\",\n \"ting\",\n \".\",\n \"com\",\n \"/\",\n \"pipe\",\n \"rma\",\n \"il\",\n \"/\",\n \"pyqt\",\n \"/\",\n \"2010\",\n \"-\",\n \"Dece\",\n \"mber\",\n \"/\",\n \"028\",\n \"773\",\n \".\",\n \"html_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Us\",\n \"ing\",\n \" \",\n \"\\\\u\\\\u\",\n \"import\",\n \"\\\\u\\\\u\",\n \" \",\n \"rat\",\n \"her\",\n \" \",\n \"than\",\n \" \",\n \"import\",\n \" \",\n \"so\",\n \" \",\n \"tha\",\n \"t\",\n \" \",\n \"we\",\n \" \",\n \"don\",\n \"'\",\n \"t\",\n \" \",\n \"poll\",\n \"ute\",\n \" \",\n \"the\",\n \" \",\n \"Ga\",\n \"ffer\",\n \"UI_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"namespace\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\",\n \"import\\\\u\\\\u_\",\n \"(_\",\n \"\\\"\",\n \"uuid\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"######\",\n \"##\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Function\",\n \" \",\n \"to\",\n \" \",\n \"import\",\n \" \",\n \"a\",\n \" \",\n \"module\",\n \" \",\n \"from\",\n \" \",\n \"the\",\n \" \",\n \"qt\",\n \" \",\n \"bindi\",\n \"ngs\",\n \".\",\n \" \",\n \"Thi\",\n \"s\",\n \" \",\n \"must\",\n \" \",\n \"be\",\n \" \",\n \"used_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"rat\",\n \"her\",\n \" \",\n \"than\",\n \" \",\n \"import\",\n \"ing\",\n \" \",\n \"the\",\n \" \",\n \"module\",\n \" \",\n \"direct\",\n \"ly\",\n \".\",\n \" \",\n \"Thi\",\n \"s\",\n \" \",\n \"allow\",\n \"s\",\n \" \",\n \"us\",\n \" \",\n \"to\",\n \" \",\n \"support_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"the\",\n \" \",\n \"use\",\n \" \",\n \"of\",\n \" \",\n \"bot\",\n \"h\",\n \" \",\n \"Py\",\n \"Qt\",\n \" \",\n \"and\",\n \" \",\n \"Py\",\n \"Side\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"######\",\n \"##\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\",\n \"qt\",\n \"Modul\",\n \"e\",\n \"Name_\",\n \"=_\",\n \"None_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"######\",\n \"##\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Function\",\n \" \",\n \"to\",\n \" \",\n \"return\",\n \" \",\n \"the\",\n \" \",\n \"C\",\n \"++\",\n \" \",\n \"address\",\n \" \",\n \"of\",\n \" \",\n \"a\",\n \" \",\n \"wrapp\",\n \"ed\",\n \" \",\n \"Qt\",\n \" \",\n \"object\",\n \".\",\n \" \",\n \"Thi\",\n \"s\",\n \" \",\n \"can_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"be\",\n \" \",\n \"usef\",\n \"ul\",\n \" \",\n \"if\",\n \" \",\n \"need\",\n \"ing\",\n \" \",\n \"to\",\n \" \",\n \"implement\",\n \" \",\n \"part\",\n \" \",\n \"of\",\n \" \",\n \"the\",\n \" \",\n \"UI\",\n \" \",\n \"in\",\n \" \",\n \"C\",\n \"++\",\n \" \",\n \"and\",\n \" \",\n \"the\",\n \" \",\n \"rest_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"in\",\n \" \",\n \"Pyth\",\n \"on\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"######\",\n \"##\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"######\",\n \"##\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Function\",\n \" \",\n \"to\",\n \" \",\n \"return\",\n \" \",\n \"a\",\n \" \",\n \"wrapp\",\n \"ed\",\n \" \",\n \"Qt\",\n \" \",\n \"object\",\n \" \",\n \"from\",\n \" \",\n \"the\",\n \" \",\n \"give\",\n \"n\",\n \" \",\n \"C\",\n \"++\",\n \" \",\n \"address\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Thi\",\n \"s\",\n \" \",\n \"can\",\n \" \",\n \"be\",\n \" \",\n \"usef\",\n \"ul\",\n \" \",\n \"if\",\n \" \",\n \"need\",\n \"ing\",\n \" \",\n \"to\",\n \" \",\n \"implement\",\n \" \",\n \"part\",\n \" \",\n \"of\",\n \" \",\n \"the\",\n \" \",\n \"UI\",\n \" \",\n \"in\",\n \" \",\n \"C\",\n \"++\",\n \" \",\n \"and_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"the\",\n \" \",\n \"rest\",\n \" \",\n \"in\",\n \" \",\n \"Pyth\",\n \"on\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"######\",\n \"##\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"######\",\n \"##\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"now\",\n \" \",\n \"import\",\n \" \",\n \"our\",\n \" \",\n \"actual\",\n \" \",\n \"functional\",\n \"ity_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"###########\",\n \"######\",\n \"##\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Import\",\n \" \",\n \"module\",\n \"s\",\n \" \",\n \"tha\",\n \"t\",\n \" \",\n \"must\",\n \" \",\n \"be\",\n \" \",\n \"import\",\n \"ed\",\n \" \",\n \"bef\",\n \"ore\",\n \" \",\n \"\\\\u\",\n \"Ga\",\n \"ffer\",\n \"UI\",\n \",\",\n \" \",\n \"usi\",\n \"ng\",\n \" \",\n \"\\\\u\\\\u\",\n \"import\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"to\",\n \" \",\n \"avoid\",\n \" \",\n \"poll\",\n \"uti\",\n \"ng\",\n \" \",\n \"the\",\n \" \",\n \"Ga\",\n \"ffer\",\n \"UI\",\n \" \",\n \"namespace\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\",\n \"import\\\\u\\\\u_\",\n \"(_\",\n \"\\\"\",\n \"IE\",\n \"Core\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\",\n \"import\\\\u\\\\u_\",\n \"(_\",\n \"\\\"\",\n \"Ga\",\n \"ffer\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"\\\\u\",\n \"Ga\",\n \"ffer\",\n \"UI_\",\n \"import_\",\n \"*_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"genera\",\n \"l\",\n \" \",\n \"ui\",\n \" \",\n \"stu\",\n \"ff\",\n \" \",\n \"first_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Enum\",\n \"s_\",\n \"import_\",\n \"*_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Widget_\",\n \"import_\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"La\",\n \"zy\",\n \"Method_\",\n \"import_\",\n \"La\",\n \"zy\",\n \"Method_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Menu_\",\n \"import_\",\n \"Menu_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Containe\",\n \"r\",\n \"Widget_\",\n \"import_\",\n \"Containe\",\n \"r\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Window_\",\n \"import_\",\n \"Window_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Split\",\n \"Container_\",\n \"import_\",\n \"Split\",\n \"Container_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"List\",\n \"Container_\",\n \"import_\",\n \"List\",\n \"Container_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Grid\",\n \"Container_\",\n \"import_\",\n \"Grid\",\n \"Container_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Menu\",\n \"Bar_\",\n \"import_\",\n \"Menu\",\n \"Bar_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Event\",\n \"Loop_\",\n \"import_\",\n \"Event\",\n \"Loop_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Tab\",\n \"bed\",\n \"Container_\",\n \"import_\",\n \"Tab\",\n \"bed\",\n \"Container_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Text\",\n \"Widget_\",\n \"import_\",\n \"Text\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Numer\",\n \"ic\",\n \"Widget_\",\n \"import_\",\n \"Numer\",\n \"ic\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Button_\",\n \"import_\",\n \"Button_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Multi\",\n \"Line\",\n \"Text\",\n \"Widget_\",\n \"import_\",\n \"Multi\",\n \"Line\",\n \"Text\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Label_\",\n \"import_\",\n \"Label_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"GL\",\n \"Widget_\",\n \"import_\",\n \"GL\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Scroll\",\n \"ed\",\n \"Container_\",\n \"import_\",\n \"Scroll\",\n \"ed\",\n \"Container_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Path\",\n \"Widget_\",\n \"import_\",\n \"Path\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Path\",\n \"Listi\",\n \"ng\",\n \"Widget_\",\n \"import_\",\n \"Path\",\n \"Listi\",\n \"ng\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Path\",\n \"Choose\",\n \"r\",\n \"Widget_\",\n \"import_\",\n \"Path\",\n \"Choose\",\n \"r\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Dialog\",\n \"ue_\",\n \"import_\",\n \"Dialog\",\n \"ue_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Path\",\n \"Choose\",\n \"r\",\n \"Dialog\",\n \"ue_\",\n \"import_\",\n \"Path\",\n \"Choose\",\n \"r\",\n \"Dialog\",\n \"ue_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Text\",\n \"Inp\",\n \"ut\",\n \"Dialog\",\n \"ue_\",\n \"import_\",\n \"Text\",\n \"Inp\",\n \"ut\",\n \"Dialog\",\n \"ue_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Collaps\",\n \"ible_\",\n \"import_\",\n \"Collaps\",\n \"ible_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Color\",\n \"Swa\",\n \"tch_\",\n \"import_\",\n \"Color\",\n \"Swa\",\n \"tch_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Slider_\",\n \"import_\",\n \"Slider_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Show\",\n \"URL_\",\n \"import_\",\n \"show\",\n \"URL_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Spacer_\",\n \"import_\",\n \"Spacer_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Boo\",\n \"l\",\n \"Widget_\",\n \"import_\",\n \"Boo\",\n \"l\",\n \"Widget_\",\n \",_\",\n \"Check\",\n \"Box_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Image_\",\n \"import_\",\n \"Image_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Error\",\n \"Dialog\",\n \"ue_\",\n \"import_\",\n \"Error\",\n \"Dialog\",\n \"ue_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"\\\\u\",\n \"Variant_\",\n \"import_\",\n \"\\\\u\",\n \"Variant_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Vector\",\n \"Data\",\n \"Widget_\",\n \"import_\",\n \"Vector\",\n \"Data\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Path\",\n \"Vector\",\n \"Data\",\n \"Widget_\",\n \"import_\",\n \"Path\",\n \"Vector\",\n \"Data\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Progres\",\n \"s\",\n \"Bar_\",\n \"import_\",\n \"Progres\",\n \"s\",\n \"Bar_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Selecti\",\n \"on\",\n \"Menu_\",\n \"import_\",\n \"Selecti\",\n \"on\",\n \"Menu_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Path\",\n \"Filter\",\n \"Widget_\",\n \"import_\",\n \"Path\",\n \"Filter\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Compo\",\n \"und\",\n \"Path\",\n \"Filter\",\n \"Widget_\",\n \"import_\",\n \"Compo\",\n \"und\",\n \"Path\",\n \"Filter\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Info\",\n \"Path\",\n \"Filter\",\n \"Widget_\",\n \"import_\",\n \"Info\",\n \"Path\",\n \"Filter\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Match\",\n \"Pat\",\n \"tern\",\n \"Path\",\n \"Filter\",\n \"Widget_\",\n \"import_\",\n \"Match\",\n \"Pat\",\n \"tern\",\n \"Path\",\n \"Filter\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"File\",\n \"Sequ\",\n \"ence\",\n \"Path\",\n \"Filter\",\n \"Widget_\",\n \"import_\",\n \"File\",\n \"Sequ\",\n \"ence\",\n \"Path\",\n \"Filter\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Busy\",\n \"Widget_\",\n \"import_\",\n \"Busy\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Numer\",\n \"ic\",\n \"Slider_\",\n \"import_\",\n \"Numer\",\n \"ic\",\n \"Slider_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Color\",\n \"Choose\",\n \"r_\",\n \"import_\",\n \"Color\",\n \"Choose\",\n \"r_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Color\",\n \"Choose\",\n \"r\",\n \"Dialog\",\n \"ue_\",\n \"import_\",\n \"Color\",\n \"Choose\",\n \"r\",\n \"Dialog\",\n \"ue_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Messag\",\n \"e\",\n \"Widget_\",\n \"import_\",\n \"Messag\",\n \"e\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Notifi\",\n \"cation\",\n \"Messag\",\n \"e\",\n \"Handler_\",\n \"import_\",\n \"Notifi\",\n \"cation\",\n \"Messag\",\n \"e\",\n \"Handler_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Menu\",\n \"Button_\",\n \"import_\",\n \"Menu\",\n \"Button_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Multi\",\n \"Selecti\",\n \"on\",\n \"Menu_\",\n \"import_\",\n \"Multi\",\n \"Selecti\",\n \"on\",\n \"Menu_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Pop\",\n \"up\",\n \"Window_\",\n \"import_\",\n \"Pop\",\n \"up\",\n \"Window_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Confirmation\",\n \"Dialog\",\n \"ue_\",\n \"import_\",\n \"Confirmation\",\n \"Dialog\",\n \"ue_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Display\",\n \"Transform_\",\n \"import_\",\n \"Display\",\n \"Transform_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Divide\",\n \"r_\",\n \"import_\",\n \"Divide\",\n \"r_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"\\\\u\",\n \"Pointer_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Spline\",\n \"Widget_\",\n \"import_\",\n \"Spline\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Bookmark\",\n \"s_\",\n \"import_\",\n \"Bookmark\",\n \"s_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"then\",\n \" \",\n \"all\",\n \" \",\n \"the\",\n \" \",\n \"Path\",\n \"Preview\",\n \"Wid\",\n \"gets\",\n \".\",\n \" \",\n \"note\",\n \" \",\n \"tha\",\n \"t\",\n \" \",\n \"the\",\n \" \",\n \"order_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"of\",\n \" \",\n \"import\",\n \" \",\n \"controls\",\n \" \",\n \"the\",\n \" \",\n \"order\",\n \" \",\n \"of\",\n \" \",\n \"display\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Path\",\n \"Preview\",\n \"Widget_\",\n \"import_\",\n \"Path\",\n \"Preview\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Compo\",\n \"und\",\n \"Path\",\n \"Preview\",\n \"_\",\n \"import_\",\n \"Compo\",\n \"und\",\n \"Path\",\n \"Preview\",\n \"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Defe\",\n \"rre\",\n \"d\",\n \"Path\",\n \"Preview\",\n \"_\",\n \"import_\",\n \"Defe\",\n \"rre\",\n \"d\",\n \"Path\",\n \"Preview\",\n \"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Info\",\n \"Path\",\n \"Preview\",\n \"_\",\n \"import_\",\n \"Info\",\n \"Path\",\n \"Preview\",\n \"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Head\",\n \"er\",\n \"Path\",\n \"Preview\",\n \"_\",\n \"import_\",\n \"Head\",\n \"er\",\n \"Path\",\n \"Preview\",\n \"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Data\",\n \"Path\",\n \"Preview\",\n \"_\",\n \"import_\",\n \"Data\",\n \"Path\",\n \"Preview\",\n \"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"then\",\n \" \",\n \"stu\",\n \"ff\",\n \" \",\n \"specific\",\n \" \",\n \"to\",\n \" \",\n \"graph\",\n \" \",\n \"uis\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"import_\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"String\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"import_\",\n \"String\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Numer\",\n \"ic\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"import_\",\n \"Numer\",\n \"ic\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Boo\",\n \"l\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"import_\",\n \"Boo\",\n \"l\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Path\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"import_\",\n \"Path\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"File\",\n \"System\",\n \"Path\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"import_\",\n \"File\",\n \"System\",\n \"Path\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Vector\",\n \"Data\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"import_\",\n \"Vector\",\n \"Data\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Path\",\n \"Vector\",\n \"Data\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"import_\",\n \"Path\",\n \"Vector\",\n \"Data\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Plug\",\n \"Widget_\",\n \"import_\",\n \"Plug\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Plug\",\n \"Layout_\",\n \"import_\",\n \"Plug\",\n \"Layout_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Edit\",\n \"or\",\n \"Widget_\",\n \"import_\",\n \"Edit\",\n \"or\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Script\",\n \"Editor_\",\n \"import_\",\n \"Script\",\n \"Editor_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Ga\",\n \"dget\",\n \"Widget_\",\n \"import_\",\n \"Ga\",\n \"dget\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Node\",\n \"Graph_\",\n \"import_\",\n \"Node\",\n \"Graph_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Script\",\n \"Window_\",\n \"import_\",\n \"Script\",\n \"Window_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Compo\",\n \"und\",\n \"Editor_\",\n \"import_\",\n \"Compo\",\n \"und\",\n \"Editor_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Name\",\n \"Widget_\",\n \"import_\",\n \"Name\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Name\",\n \"Label_\",\n \"import_\",\n \"Name\",\n \"Label_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Node\",\n \"Set\",\n \"Editor_\",\n \"import_\",\n \"Node\",\n \"Set\",\n \"Editor_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Node\",\n \"Editor_\",\n \"import_\",\n \"Node\",\n \"Editor_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Lay\",\n \"outs_\",\n \"import_\",\n \"Lay\",\n \"outs_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Node\",\n \"Menu_\",\n \"import_\",\n \"Node\",\n \"Menu_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"File\",\n \"Menu_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"Lay\",\n \"out\",\n \"Menu_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"Edit\",\n \"Menu_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"User\",\n \"Plug\",\n \"s_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Frame_\",\n \"import_\",\n \"Frame_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Compo\",\n \"und\",\n \"Numer\",\n \"ic\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"import_\",\n \"Compo\",\n \"und\",\n \"Numer\",\n \"ic\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Box\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"import_\",\n \"Box\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Node\",\n \"UI_\",\n \"import_\",\n \"Node\",\n \"UI_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Standard\",\n \"Node\",\n \"UI_\",\n \"import_\",\n \"Standard\",\n \"Node\",\n \"UI_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Node\",\n \"Toolbar_\",\n \"import_\",\n \"Node\",\n \"Toolbar_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Standard\",\n \"Node\",\n \"Toolbar_\",\n \"import_\",\n \"Standard\",\n \"Node\",\n \"Toolbar_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Viewer_\",\n \"import_\",\n \"Viewer_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Color\",\n \"Swa\",\n \"tch\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"import_\",\n \"Color\",\n \"Swa\",\n \"tch\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Color\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"import_\",\n \"Color\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Abo\",\n \"ut\",\n \"Window_\",\n \"import_\",\n \"Abo\",\n \"ut\",\n \"Window_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"Applica\",\n \"tion\",\n \"Menu_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Brows\",\n \"er\",\n \"Editor_\",\n \"import_\",\n \"Brows\",\n \"er\",\n \"Editor_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Time\",\n \"line_\",\n \"import_\",\n \"Time\",\n \"line_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Multi\",\n \"Line\",\n \"String\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"import_\",\n \"Multi\",\n \"Line\",\n \"String\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Compo\",\n \"und\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"import_\",\n \"Compo\",\n \"und\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Enum\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"import_\",\n \"Enum\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Preset\",\n \"s\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"import_\",\n \"Preset\",\n \"s\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Graph\",\n \"Compo\",\n \"nent\",\n \"Brows\",\n \"er\",\n \"Mode_\",\n \"import_\",\n \"Graph\",\n \"Compo\",\n \"nent\",\n \"Brows\",\n \"er\",\n \"Mode_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Tool\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"import_\",\n \"Tool\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Label\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"import_\",\n \"Label\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Compo\",\n \"und\",\n \"Data\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"import_\",\n \"Compo\",\n \"und\",\n \"Data\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Lay\",\n \"out\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"import_\",\n \"Lay\",\n \"out\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"Script\",\n \"Node\",\n \"UI_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Increment\",\n \"ing\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"import_\",\n \"Increment\",\n \"ing\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"Preference\",\n \"s\",\n \"UI_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Spline\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"import_\",\n \"Spline\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Ramp\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"import_\",\n \"Ramp\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Node\",\n \"Fin\",\n \"der\",\n \"Dialog\",\n \"ue_\",\n \"import_\",\n \"Node\",\n \"Fin\",\n \"der\",\n \"Dialog\",\n \"ue_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Connect\",\n \"ion\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"import_\",\n \"Connect\",\n \"ion\",\n \"Plug\",\n \"Value\",\n \"Widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"View\",\n \"3\",\n \"DT\",\n \"ool\",\n \"bar_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"View\",\n \"UI_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"Playb\",\n \"ack_\",\n \"import_\",\n \"Playb\",\n \"ack_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"UI\",\n \"Editor_\",\n \"import_\",\n \"UI\",\n \"Editor_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"Graph\",\n \"Bookmark\",\n \"s\",\n \"UI_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"Document\",\n \"ation\",\n \"Algo\",\n \"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"and\",\n \" \",\n \"then\",\n \" \",\n \"specific\",\n \" \",\n \"node\",\n \" \",\n \"uis\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"Dependenc\",\n \"y\",\n \"Node\",\n \"UI_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"Compute\",\n \"Node\",\n \"UI_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"Random\",\n \"UI_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"Expression\",\n \"UI_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"Box\",\n \"UI_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"Reference\",\n \"UI_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"Back\",\n \"drop\",\n \"UI_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"Dot\",\n \"UI_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"Sub\",\n \"Graph\",\n \"UI_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"Switch\",\n \"UI_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"Context\",\n \"Varia\",\n \"bles\",\n \"UI_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"Time\",\n \"War\",\n \"p\",\n \"UI_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"Loop\",\n \"UI_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"Animat\",\n \"ion\",\n \"UI_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"back\",\n \"ward\",\n \"s\",\n \" \",\n \"compatibility\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"##\",\n \" \",\n \"\\\\\\\\\",\n \"todo\",\n \" \",\n \"Remove\",\n \" \",\n \"me_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"Metadata_\",\n \"=_\",\n \"\\\\u\\\\u\",\n \"import\\\\u\\\\u_\",\n \"(_\",\n \"\\\"\",\n \"Ga\",\n \"ffer\",\n \"\\\"_\",\n \")_\",\n \"._\",\n \"Metadata_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\",\n \"import\\\\u\\\\u_\",\n \"(_\",\n \"\\\"\",\n \"IE\",\n \"Core\",\n \"\\\"_\",\n \")_\",\n \"._\",\n \"load\",\n \"Config_\",\n \"(_\",\n \"\\\"\",\n \"GA\",\n \"FFE\",\n \"R\",\n \"\\\\u\",\n \"START\",\n \"UP\",\n \"\\\\u\",\n \"PATH\",\n \"S\",\n \"\\\"_\",\n \",_\",\n \"{_\",\n \"}_\",\n \",_\",\n \"subdirectory\",\n \"_\",\n \"=_\",\n \"\\\"\",\n \"Ga\",\n \"ffer\",\n \"UI\",\n \"\\\"_\",\n \")_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"\\\\u\",\n \"qt\",\n \"Import_\",\n \"(_\",\n \"name_\",\n \",_\",\n \"lazy_\",\n \"=_\",\n \"False_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"decide\",\n \" \",\n \"whi\",\n \"ch\",\n \" \",\n \"qt\",\n \" \",\n \"bindi\",\n \"ngs\",\n \" \",\n \"to\",\n \" \",\n \"use\",\n \",\",\n \" \",\n \"and\",\n \" \",\n \"appl\",\n \"y\",\n \" \",\n \"any\",\n \" \",\n \"fix\",\n \"-\",\n \"ups\",\n \" \",\n \"we\",\n \" \",\n \"need\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"to\",\n \" \",\n \"shield\",\n \" \",\n \"us\",\n \" \",\n \"from\",\n \" \",\n \"Py\",\n \"Qt\",\n \"/\",\n \"Py\",\n \"Side\",\n \" \",\n \"difference\",\n \"s\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"_\",\n \"global_\",\n \"\\\\u\\\\u\",\n \"qt\",\n \"Modul\",\n \"e\",\n \"Name_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"\\\\u\\\\u\",\n \"qt\",\n \"Modul\",\n \"e\",\n \"Name_\",\n \"is_\",\n \"None_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"import_\",\n \"os_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"\\\"\",\n \"GA\",\n \"FFE\",\n \"RU\",\n \"I\",\n \"\\\\u\",\n \"QT\",\n \"\\\\u\",\n \"BINDING\",\n \"S\",\n \"\\\"_\",\n \"in_\",\n \"os_\",\n \"._\",\n \"environ_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t\\t_\",\n \"\\\\u\\\\u\",\n \"qt\",\n \"Modul\",\n \"e\",\n \"Name_\",\n \"=_\",\n \"os_\",\n \"._\",\n \"environ_\",\n \"[_\",\n \"\\\"\",\n \"GA\",\n \"FFE\",\n \"RU\",\n \"I\",\n \"\\\\u\",\n \"QT\",\n \"\\\\u\",\n \"BINDING\",\n \"S\",\n \"\\\"_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"no\",\n \" \",\n \"preference\",\n \" \",\n \"state\",\n \"d\",\n \" \",\n \"via\",\n \" \",\n \"environ\",\n \"ment\",\n \" \",\n \"-\",\n \" \",\n \"see\",\n \" \",\n \"what\",\n \" \",\n \"we\",\n \" \",\n \"ship\",\n \"ped\",\n \" \",\n \"with_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t\\t_\",\n \"if_\",\n \"os_\",\n \"._\",\n \"path_\",\n \"._\",\n \"exists_\",\n \"(_\",\n \"os_\",\n \"._\",\n \"environ_\",\n \"[_\",\n \"\\\"\",\n \"GA\",\n \"FFE\",\n \"R\",\n \"\\\\u\",\n \"ROO\",\n \"T\",\n \"\\\"_\",\n \"]_\",\n \"+_\",\n \"\\\"/\",\n \"python\",\n \"/\",\n \"Py\",\n \"Side\",\n \"\\\"_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t\\t\\t_\",\n \"\\\\u\\\\u\",\n \"qt\",\n \"Modul\",\n \"e\",\n \"Name_\",\n \"=_\",\n \"\\\"\",\n \"Py\",\n \"Side\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t\\t\\t_\",\n \"\\\\u\\\\u\",\n \"qt\",\n \"Modul\",\n \"e\",\n \"Name_\",\n \"=_\",\n \"\\\"\",\n \"Py\",\n \"Qt\",\n \"4\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Py\",\n \"Qt\",\n \" \",\n \"unfo\",\n \"rtu\",\n \"nat\",\n \"el\",\n \"y\",\n \" \",\n \"use\",\n \"s\",\n \" \",\n \"an\",\n \" \",\n \"implementation\",\n \"-\",\n \"specific_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"nami\",\n \"ng\",\n \" \",\n \"sche\",\n \"me\",\n \" \",\n \"for\",\n \" \",\n \"its\",\n \" \",\n \"new\",\n \"-\",\n \"style\",\n \" \",\n \"signal\",\n \" \",\n \"and\",\n \" \",\n \"slot\",\n \" \",\n \"classe\",\n \"s\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"We\",\n \" \",\n \"use\",\n \" \",\n \"this\",\n \" \",\n \"to\",\n \" \",\n \"make\",\n \" \",\n \"it\",\n \" \",\n \"compatible\",\n \" \",\n \"with\",\n \" \",\n \"Py\",\n \"Side\",\n \",\",\n \" \",\n \"according\",\n \" \",\n \"to\",\n \" \",\n \":_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"http\",\n \"://\",\n \"qt\",\n \"-\",\n \"project\",\n \".\",\n \"org\",\n \"/\",\n \"wiki\",\n \"/\",\n \"Difference\",\n \"s\",\n \"\\\\u\",\n \"Bet\",\n \"ween\",\n \"\\\\u\",\n \"Py\",\n \"Side\",\n \"\\\\u\",\n \"and\",\n \"\\\\u\",\n \"Py\",\n \"Qt_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"\\\"\",\n \"Py\",\n \"Qt\",\n \"\\\"_\",\n \"in_\",\n \"\\\\u\\\\u\",\n \"qt\",\n \"Modul\",\n \"e\",\n \"Name_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t\\t_\",\n \"Qt\",\n \"Core_\",\n \"=_\",\n \"\\\\u\\\\u\",\n \"import\\\\u\\\\u_\",\n \"(_\",\n \"\\\\u\\\\u\",\n \"qt\",\n \"Modul\",\n \"e\",\n \"Name_\",\n \"+_\",\n \"\\\".\",\n \"Qt\",\n \"Core\",\n \"\\\"_\",\n \")_\",\n \"._\",\n \"Qt\",\n \"Core_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"Qt\",\n \"Core_\",\n \"._\",\n \"Signal_\",\n \"=_\",\n \"Qt\",\n \"Core_\",\n \"._\",\n \"pyqt\",\n \"Signal_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"import\",\n \" \",\n \"the\",\n \" \",\n \"submodule\",\n \" \",\n \"from\",\n \" \",\n \"tho\",\n \"se\",\n \" \",\n \"bindi\",\n \"ngs\",\n \" \",\n \"and\",\n \" \",\n \"return\",\n \" \",\n \"it_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"lazy_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"import_\",\n \"Ga\",\n \"ffer\",\n \"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"Ga\",\n \"ffer\",\n \"_\",\n \"._\",\n \"lazy\",\n \"Import_\",\n \"(_\",\n \"\\\\u\\\\u\",\n \"qt\",\n \"Modul\",\n \"e\",\n \"Name_\",\n \"+_\",\n \"\\\".\\\"_\",\n \"+_\",\n \"name_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"qt\",\n \"Module_\",\n \"=_\",\n \"\\\\u\\\\u\",\n \"import\\\\u\\\\u_\",\n \"(_\",\n \"\\\\u\\\\u\",\n \"qt\",\n \"Modul\",\n \"e\",\n \"Name_\",\n \"+_\",\n \"\\\".\\\"_\",\n \"+_\",\n \"name_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"getattr_\",\n \"(_\",\n \"qt\",\n \"Module_\",\n \",_\",\n \"name_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"\\\\u\",\n \"qt\",\n \"Address_\",\n \"(_\",\n \"o_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"_\",\n \"global_\",\n \"\\\\u\\\\u\",\n \"qt\",\n \"Modul\",\n \"e\",\n \"Name_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"\\\"\",\n \"Py\",\n \"Qt\",\n \"\\\"_\",\n \"in_\",\n \"\\\\u\\\\u\",\n \"qt\",\n \"Modul\",\n \"e\",\n \"Name_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"import_\",\n \"sip_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"sip_\",\n \"._\",\n \"unwrap\",\n \"instance_\",\n \"(_\",\n \"o_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"import_\",\n \"shi\",\n \"bo\",\n \"ken_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"shi\",\n \"bo\",\n \"ken_\",\n \"._\",\n \"get\",\n \"Cp\",\n \"p\",\n \"Pointer_\",\n \"(_\",\n \"o_\",\n \")_\",\n \"[_\",\n \"0_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"\\\\u\",\n \"qt\",\n \"Object_\",\n \"(_\",\n \"address_\",\n \",_\",\n \"type_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"_\",\n \"global_\",\n \"\\\\u\\\\u\",\n \"qt\",\n \"Modul\",\n \"e\",\n \"Name_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"\\\"\",\n \"Py\",\n \"Qt\",\n \"\\\"_\",\n \"in_\",\n \"\\\\u\\\\u\",\n \"qt\",\n \"Modul\",\n \"e\",\n \"Name_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"import_\",\n \"sip_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"sip_\",\n \"._\",\n \"wrap\",\n \"instance_\",\n \"(_\",\n \"address_\",\n \",_\",\n \"type_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"import_\",\n \"shi\",\n \"bo\",\n \"ken_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"shi\",\n \"bo\",\n \"ken_\",\n \"._\",\n \"wrap\",\n \"Instance_\",\n \"(_\",\n \"address_\",\n \",_\",\n \"type_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\"\n]","isConversational":false},"label_sequence":{"kind":"list like","value":[4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,2,0,1,1,1,1,1,1,1,1,1,2,0,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,2,0,1,1,1,2,0,1,1,2,0,1,1,1,2,0,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,2,0,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,2,0,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,1,2,0,1,1,1,2,0,1,1,2,0,1,1,2,0,1,1,2,0,1,1,2,0,1,1,1,2,0,1,1,2,0,1,1,1,2,0,1,1,2,0,1,1,1,1,2,0,1,1,1,1,2,0,1,1,2,0,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],"string":"[\n 4,\n 4,\n 4,\n 4,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2\n]","isConversational":false}}},{"rowIdx":183,"cells":{"query_name":{"kind":"string","value":"Unused local variable"},"code_file_path":{"kind":"string","value":"Ivaylo-Popov/Theano-Lights/models/cnn.py"},"context_blocks":{"kind":"list like","value":[{"content":" def __init__(self, data, hp):\n super(CNN, self).__init__(self.__class__.__name__, data, hp)\n \n self.n_h = 400\n\n self.params = Parameters()\n n_x = self.data['n_x']\n n_y = self.data['n_y']\n n_h = self.n_h\n scale = hp.init_scale\n\n if hp.load_model and os.path.isfile(self.filename):\n self.params.load(self.filename)\n else:\n with self.params:\n w = shared_normal((32, 1, 3, 3), scale=scale)\n w2 = shared_normal((64, 32, 3, 3), scale=scale)\n w3 = shared_normal((128, 64, 3, 3), scale=scale)\n w4 = shared_normal((128 * 3 * 3, 625), scale=scale)\n w_o = shared_normal((625, n_y), scale=scale)\n \n def model(X, params, p_drop_conv, p_drop_hidden):\n l1a = rectify(conv2d(X, params.w, border_mode='full'))\n l1 = max_pool_2d(l1a, (2, 2))\n l1 = dropout(l1, p_drop_conv)\n\n l2a = rectify(conv2d(l1, params.w2))\n l2 = max_pool_2d(l2a, (2, 2))\n l2 = dropout(l2, p_drop_conv)\n\n l3a = rectify(conv2d(l2, params.w3))\n l3b = max_pool_2d(l3a, (2, 2))\n l3 = T.flatten(l3b, outdim=2)\n l3 = dropout(l3, p_drop_conv)\n\n l4 = rectify(T.dot(l3, params.w4))\n l4 = dropout(l4, p_drop_hidden)\n\n py_x = softmax(T.dot(l4, params.w_o))\n return py_x\n \n x = T.reshape(self.X, (-1, 1, 28, 28))\n\n noise_py_x = model(x, self.params, 0.2, 0.5)\n cost = T.sum(T.nnet.categorical_crossentropy(noise_py_x, self.Y))\n\n pyx = model(x, self.params, 0., 0.)\n map_pyx = T.argmax(pyx, axis=1)\n error_map_pyx = T.sum(T.neq(map_pyx, T.argmax(self.Y, axis=1)))\n\n self.compile(cost, error_map_pyx)","metadata":"root.CNN.__init__","header":"['class', 'CNN', '(', 'ModelSLBase', ')', ':', '___EOS___']","index":19}],"string":"[\n {\n \"content\": \" def __init__(self, data, hp):\\n super(CNN, self).__init__(self.__class__.__name__, data, hp)\\n \\n self.n_h = 400\\n\\n self.params = Parameters()\\n n_x = self.data['n_x']\\n n_y = self.data['n_y']\\n n_h = self.n_h\\n scale = hp.init_scale\\n\\n if hp.load_model and os.path.isfile(self.filename):\\n self.params.load(self.filename)\\n else:\\n with self.params:\\n w = shared_normal((32, 1, 3, 3), scale=scale)\\n w2 = shared_normal((64, 32, 3, 3), scale=scale)\\n w3 = shared_normal((128, 64, 3, 3), scale=scale)\\n w4 = shared_normal((128 * 3 * 3, 625), scale=scale)\\n w_o = shared_normal((625, n_y), scale=scale)\\n \\n def model(X, params, p_drop_conv, p_drop_hidden):\\n l1a = rectify(conv2d(X, params.w, border_mode='full'))\\n l1 = max_pool_2d(l1a, (2, 2))\\n l1 = dropout(l1, p_drop_conv)\\n\\n l2a = rectify(conv2d(l1, params.w2))\\n l2 = max_pool_2d(l2a, (2, 2))\\n l2 = dropout(l2, p_drop_conv)\\n\\n l3a = rectify(conv2d(l2, params.w3))\\n l3b = max_pool_2d(l3a, (2, 2))\\n l3 = T.flatten(l3b, outdim=2)\\n l3 = dropout(l3, p_drop_conv)\\n\\n l4 = rectify(T.dot(l3, params.w4))\\n l4 = dropout(l4, p_drop_hidden)\\n\\n py_x = softmax(T.dot(l4, params.w_o))\\n return py_x\\n \\n x = T.reshape(self.X, (-1, 1, 28, 28))\\n\\n noise_py_x = model(x, self.params, 0.2, 0.5)\\n cost = T.sum(T.nnet.categorical_crossentropy(noise_py_x, self.Y))\\n\\n pyx = model(x, self.params, 0., 0.)\\n map_pyx = T.argmax(pyx, axis=1)\\n error_map_pyx = T.sum(T.neq(map_pyx, T.argmax(self.Y, axis=1)))\\n\\n self.compile(cost, error_map_pyx)\",\n \"metadata\": \"root.CNN.__init__\",\n \"header\": \"['class', 'CNN', '(', 'ModelSLBase', ')', ':', '___EOS___']\",\n \"index\": 19\n }\n]","isConversational":false},"answer_spans":{"kind":"list like","value":[{"span":"n_x ","start_line":25,"start_column":8,"end_line":25,"end_column":11},{"span":"n_h ","start_line":27,"start_column":8,"end_line":27,"end_column":11},{"span":"w ","start_line":34,"start_column":16,"end_line":34,"end_column":17},{"span":"w2 ","start_line":35,"start_column":16,"end_line":35,"end_column":18},{"span":"w3 ","start_line":36,"start_column":16,"end_line":36,"end_column":18},{"span":"w4 ","start_line":37,"start_column":16,"end_line":37,"end_column":18},{"span":"w_o ","start_line":38,"start_column":16,"end_line":38,"end_column":19}],"string":"[\n {\n \"span\": \"n_x \",\n \"start_line\": 25,\n \"start_column\": 8,\n \"end_line\": 25,\n \"end_column\": 11\n },\n {\n \"span\": \"n_h \",\n \"start_line\": 27,\n \"start_column\": 8,\n \"end_line\": 27,\n \"end_column\": 11\n },\n {\n \"span\": \"w \",\n \"start_line\": 34,\n \"start_column\": 16,\n \"end_line\": 34,\n \"end_column\": 17\n },\n {\n \"span\": \"w2 \",\n \"start_line\": 35,\n \"start_column\": 16,\n \"end_line\": 35,\n \"end_column\": 18\n },\n {\n \"span\": \"w3 \",\n \"start_line\": 36,\n \"start_column\": 16,\n \"end_line\": 36,\n \"end_column\": 18\n },\n {\n \"span\": \"w4 \",\n \"start_line\": 37,\n \"start_column\": 16,\n \"end_line\": 37,\n \"end_column\": 18\n },\n {\n \"span\": \"w_o \",\n \"start_line\": 38,\n \"start_column\": 16,\n \"end_line\": 38,\n \"end_column\": 19\n }\n]","isConversational":false},"supporting_fact_spans":{"kind":"list like","value":[],"string":"[]","isConversational":false},"example_type":{"kind":"number","value":1,"string":"1"},"single_hop":{"kind":"bool","value":true,"string":"true"},"subtokenized_input_sequence":{"kind":"list like","value":["[CLS]_","Un","used_","local_","variable_","[SEP]_","class_","CNN","_","(_","Model","SL","Base_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","def_","\\u\\u","init\\u\\u_","(_","self_",",_","data_",",_","hp_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","super_","(_","CNN","_",",_","self_",")_","._","\\u\\u","init\\u\\u_","(_","self_","._","\\u\\u","class\\u\\u_","._","\\u\\u","name\\u\\u_",",_","data_",",_","hp_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","self_","._","n","\\u","h_","=_","400_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","self_","._","params_","=_","Parameters_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","n","\\u","x_","=_","self_","._","data_","[_","'","n","\\u","x","'_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","n","\\u","y_","=_","self_","._","data_","[_","'","n","\\u","y","'_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","n","\\u","h_","=_","self_","._","n","\\u","h_","\\u\\u\\uNEWLINE\\u\\u\\u_","scale_","=_","hp_","._","init","\\u","scale_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","if_","hp_","._","load","\\u","model_","and_","os_","._","path_","._","isfile_","(_","self_","._","filename_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","params_","._","load_","(_","self_","._","filename_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","with_","self_","._","params_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","w_","=_","shared","\\u","normal_","(_","(_","32_",",_","1_",",_","3_",",_","3_",")_",",_","scale_","=_","scale_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","w2_","=_","shared","\\u","normal_","(_","(_","64_",",_","32_",",_","3_",",_","3_",")_",",_","scale_","=_","scale_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","w3","_","=_","shared","\\u","normal_","(_","(_","128_",",_","64_",",_","3_",",_","3_",")_",",_","scale_","=_","scale_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","w","4_","=_","shared","\\u","normal_","(_","(_","128_","*_","3_","*_","3_",",_","625_",")_",",_","scale_","=_","scale_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","w","\\u","o_","=_","shared","\\u","normal_","(_","(_","625_",",_","n","\\u","y_",")_",",_","scale_","=_","scale_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","model_","(_","X_",",_","params_",",_","p","\\u","drop","\\u","conv_",",_","p","\\u","drop","\\u","hidden_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","l1","a_","=_","recti","fy_","(_","conv2d_","(_","X_",",_","params_","._","w_",",_","border","\\u","mode_","=_","'","full","'_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","l1_","=_","max","\\u","pool","\\u","2d_","(_","l1","a_",",_","(_","2_",",_","2_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","l1_","=_","dropout_","(_","l1_",",_","p","\\u","drop","\\u","conv_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","l2","a_","=_","recti","fy_","(_","conv2d_","(_","l1_",",_","params_","._","w2_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","l2_","=_","max","\\u","pool","\\u","2d_","(_","l2","a_",",_","(_","2_",",_","2_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","l2_","=_","dropout_","(_","l2_",",_","p","\\u","drop","\\u","conv_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","l3","a_","=_","recti","fy_","(_","conv2d_","(_","l2_",",_","params_","._","w3","_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","l3","b_","=_","max","\\u","pool","\\u","2d_","(_","l3","a_",",_","(_","2_",",_","2_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","l3_","=_","T_","._","flatten_","(_","l3","b_",",_","outd","im_","=_","2_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","l3_","=_","dropout_","(_","l3_",",_","p","\\u","drop","\\u","conv_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","l4","_","=_","recti","fy_","(_","T_","._","dot_","(_","l3_",",_","params_","._","w","4_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","l4","_","=_","dropout_","(_","l4","_",",_","p","\\u","drop","\\u","hidden_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","py","\\u","x_","=_","softmax_","(_","T_","._","dot_","(_","l4","_",",_","params_","._","w","\\u","o_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","return_","py","\\u","x_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","x_","=_","T_","._","reshape_","(_","self_","._","X_",",_","(_","-_","1_",",_","1_",",_","28_",",_","28_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","noise","\\u","py","\\u","x_","=_","model_","(_","x_",",_","self_","._","params_",",_","0.2_",",_","0.5_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","cost_","=_","T_","._","sum_","(_","T_","._","nnet","_","._","categor","ical","\\u","crossentropy","_","(_","noise","\\u","py","\\u","x_",",_","self_","._","Y_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","pyx","_","=_","model_","(_","x_",",_","self_","._","params_",",_","0._",",_","0._",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","map","\\u","pyx","_","=_","T_","._","argmax_","(_","pyx","_",",_","axis_","=_","1_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","error","\\u","map","\\u","pyx","_","=_","T_","._","sum_","(_","T_","._","neq","_","(_","map","\\u","pyx","_",",_","T_","._","argmax_","(_","self_","._","Y_",",_","axis_","=_","1_",")_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","self_","._","compile_","(_","cost_",",_","error","\\u","map","\\u","pyx","_",")_"],"string":"[\n \"[CLS]_\",\n \"Un\",\n \"used_\",\n \"local_\",\n \"variable_\",\n \"[SEP]_\",\n \"class_\",\n \"CNN\",\n \"_\",\n \"(_\",\n \"Model\",\n \"SL\",\n \"Base_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"def_\",\n \"\\\\u\\\\u\",\n \"init\\\\u\\\\u_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"data_\",\n \",_\",\n \"hp_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"super_\",\n \"(_\",\n \"CNN\",\n \"_\",\n \",_\",\n \"self_\",\n \")_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"init\\\\u\\\\u_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"class\\\\u\\\\u_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"name\\\\u\\\\u_\",\n \",_\",\n \"data_\",\n \",_\",\n \"hp_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"n\",\n \"\\\\u\",\n \"h_\",\n \"=_\",\n \"400_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"params_\",\n \"=_\",\n \"Parameters_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"n\",\n \"\\\\u\",\n \"x_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"data_\",\n \"[_\",\n \"'\",\n \"n\",\n \"\\\\u\",\n \"x\",\n \"'_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"n\",\n \"\\\\u\",\n \"y_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"data_\",\n \"[_\",\n \"'\",\n \"n\",\n \"\\\\u\",\n \"y\",\n \"'_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"n\",\n \"\\\\u\",\n \"h_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"n\",\n \"\\\\u\",\n \"h_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"scale_\",\n \"=_\",\n \"hp_\",\n \"._\",\n \"init\",\n \"\\\\u\",\n \"scale_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"hp_\",\n \"._\",\n \"load\",\n \"\\\\u\",\n \"model_\",\n \"and_\",\n \"os_\",\n \"._\",\n \"path_\",\n \"._\",\n \"isfile_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"filename_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"params_\",\n \"._\",\n \"load_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"filename_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"with_\",\n \"self_\",\n \"._\",\n \"params_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"w_\",\n \"=_\",\n \"shared\",\n \"\\\\u\",\n \"normal_\",\n \"(_\",\n \"(_\",\n \"32_\",\n \",_\",\n \"1_\",\n \",_\",\n \"3_\",\n \",_\",\n \"3_\",\n \")_\",\n \",_\",\n \"scale_\",\n \"=_\",\n \"scale_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"w2_\",\n \"=_\",\n \"shared\",\n \"\\\\u\",\n \"normal_\",\n \"(_\",\n \"(_\",\n \"64_\",\n \",_\",\n \"32_\",\n \",_\",\n \"3_\",\n \",_\",\n \"3_\",\n \")_\",\n \",_\",\n \"scale_\",\n \"=_\",\n \"scale_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"w3\",\n \"_\",\n \"=_\",\n \"shared\",\n \"\\\\u\",\n \"normal_\",\n \"(_\",\n \"(_\",\n \"128_\",\n \",_\",\n \"64_\",\n \",_\",\n \"3_\",\n \",_\",\n \"3_\",\n \")_\",\n \",_\",\n \"scale_\",\n \"=_\",\n \"scale_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"w\",\n \"4_\",\n \"=_\",\n \"shared\",\n \"\\\\u\",\n \"normal_\",\n \"(_\",\n \"(_\",\n \"128_\",\n \"*_\",\n \"3_\",\n \"*_\",\n \"3_\",\n \",_\",\n \"625_\",\n \")_\",\n \",_\",\n \"scale_\",\n \"=_\",\n \"scale_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"w\",\n \"\\\\u\",\n \"o_\",\n \"=_\",\n \"shared\",\n \"\\\\u\",\n \"normal_\",\n \"(_\",\n \"(_\",\n \"625_\",\n \",_\",\n \"n\",\n \"\\\\u\",\n \"y_\",\n \")_\",\n \",_\",\n \"scale_\",\n \"=_\",\n \"scale_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"model_\",\n \"(_\",\n \"X_\",\n \",_\",\n \"params_\",\n \",_\",\n \"p\",\n \"\\\\u\",\n \"drop\",\n \"\\\\u\",\n \"conv_\",\n \",_\",\n \"p\",\n \"\\\\u\",\n \"drop\",\n \"\\\\u\",\n \"hidden_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"l1\",\n \"a_\",\n \"=_\",\n \"recti\",\n \"fy_\",\n \"(_\",\n \"conv2d_\",\n \"(_\",\n \"X_\",\n \",_\",\n \"params_\",\n \"._\",\n \"w_\",\n \",_\",\n \"border\",\n \"\\\\u\",\n \"mode_\",\n \"=_\",\n \"'\",\n \"full\",\n \"'_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"l1_\",\n \"=_\",\n \"max\",\n \"\\\\u\",\n \"pool\",\n \"\\\\u\",\n \"2d_\",\n \"(_\",\n \"l1\",\n \"a_\",\n \",_\",\n \"(_\",\n \"2_\",\n \",_\",\n \"2_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"l1_\",\n \"=_\",\n \"dropout_\",\n \"(_\",\n \"l1_\",\n \",_\",\n \"p\",\n \"\\\\u\",\n \"drop\",\n \"\\\\u\",\n \"conv_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"l2\",\n \"a_\",\n \"=_\",\n \"recti\",\n \"fy_\",\n \"(_\",\n \"conv2d_\",\n \"(_\",\n \"l1_\",\n \",_\",\n \"params_\",\n \"._\",\n \"w2_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"l2_\",\n \"=_\",\n \"max\",\n \"\\\\u\",\n \"pool\",\n \"\\\\u\",\n \"2d_\",\n \"(_\",\n \"l2\",\n \"a_\",\n \",_\",\n \"(_\",\n \"2_\",\n \",_\",\n \"2_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"l2_\",\n \"=_\",\n \"dropout_\",\n \"(_\",\n \"l2_\",\n \",_\",\n \"p\",\n \"\\\\u\",\n \"drop\",\n \"\\\\u\",\n \"conv_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"l3\",\n \"a_\",\n \"=_\",\n \"recti\",\n \"fy_\",\n \"(_\",\n \"conv2d_\",\n \"(_\",\n \"l2_\",\n \",_\",\n \"params_\",\n \"._\",\n \"w3\",\n \"_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"l3\",\n \"b_\",\n \"=_\",\n \"max\",\n \"\\\\u\",\n \"pool\",\n \"\\\\u\",\n \"2d_\",\n \"(_\",\n \"l3\",\n \"a_\",\n \",_\",\n \"(_\",\n \"2_\",\n \",_\",\n \"2_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"l3_\",\n \"=_\",\n \"T_\",\n \"._\",\n \"flatten_\",\n \"(_\",\n \"l3\",\n \"b_\",\n \",_\",\n \"outd\",\n \"im_\",\n \"=_\",\n \"2_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"l3_\",\n \"=_\",\n \"dropout_\",\n \"(_\",\n \"l3_\",\n \",_\",\n \"p\",\n \"\\\\u\",\n \"drop\",\n \"\\\\u\",\n \"conv_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"l4\",\n \"_\",\n \"=_\",\n \"recti\",\n \"fy_\",\n \"(_\",\n \"T_\",\n \"._\",\n \"dot_\",\n \"(_\",\n \"l3_\",\n \",_\",\n \"params_\",\n \"._\",\n \"w\",\n \"4_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"l4\",\n \"_\",\n \"=_\",\n \"dropout_\",\n \"(_\",\n \"l4\",\n \"_\",\n \",_\",\n \"p\",\n \"\\\\u\",\n \"drop\",\n \"\\\\u\",\n \"hidden_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"py\",\n \"\\\\u\",\n \"x_\",\n \"=_\",\n \"softmax_\",\n \"(_\",\n \"T_\",\n \"._\",\n \"dot_\",\n \"(_\",\n \"l4\",\n \"_\",\n \",_\",\n \"params_\",\n \"._\",\n \"w\",\n \"\\\\u\",\n \"o_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"py\",\n \"\\\\u\",\n \"x_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"x_\",\n \"=_\",\n \"T_\",\n \"._\",\n \"reshape_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"X_\",\n \",_\",\n \"(_\",\n \"-_\",\n \"1_\",\n \",_\",\n \"1_\",\n \",_\",\n \"28_\",\n \",_\",\n \"28_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"noise\",\n \"\\\\u\",\n \"py\",\n \"\\\\u\",\n \"x_\",\n \"=_\",\n \"model_\",\n \"(_\",\n \"x_\",\n \",_\",\n \"self_\",\n \"._\",\n \"params_\",\n \",_\",\n \"0.2_\",\n \",_\",\n \"0.5_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"cost_\",\n \"=_\",\n \"T_\",\n \"._\",\n \"sum_\",\n \"(_\",\n \"T_\",\n \"._\",\n \"nnet\",\n \"_\",\n \"._\",\n \"categor\",\n \"ical\",\n \"\\\\u\",\n \"crossentropy\",\n \"_\",\n \"(_\",\n \"noise\",\n \"\\\\u\",\n \"py\",\n \"\\\\u\",\n \"x_\",\n \",_\",\n \"self_\",\n \"._\",\n \"Y_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"pyx\",\n \"_\",\n \"=_\",\n \"model_\",\n \"(_\",\n \"x_\",\n \",_\",\n \"self_\",\n \"._\",\n \"params_\",\n \",_\",\n \"0._\",\n \",_\",\n \"0._\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"map\",\n \"\\\\u\",\n \"pyx\",\n \"_\",\n \"=_\",\n \"T_\",\n \"._\",\n \"argmax_\",\n \"(_\",\n \"pyx\",\n \"_\",\n \",_\",\n \"axis_\",\n \"=_\",\n \"1_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"error\",\n \"\\\\u\",\n \"map\",\n \"\\\\u\",\n \"pyx\",\n \"_\",\n \"=_\",\n \"T_\",\n \"._\",\n \"sum_\",\n \"(_\",\n \"T_\",\n \"._\",\n \"neq\",\n \"_\",\n \"(_\",\n \"map\",\n \"\\\\u\",\n \"pyx\",\n \"_\",\n \",_\",\n \"T_\",\n \"._\",\n \"argmax_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"Y_\",\n \",_\",\n \"axis_\",\n \"=_\",\n \"1_\",\n \")_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"compile_\",\n \"(_\",\n \"cost_\",\n \",_\",\n \"error\",\n \"\\\\u\",\n \"map\",\n \"\\\\u\",\n \"pyx\",\n \"_\",\n \")_\"\n]","isConversational":false},"label_sequence":{"kind":"list like","value":[4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],"string":"[\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2\n]","isConversational":false}}},{"rowIdx":184,"cells":{"query_name":{"kind":"string","value":"Except block handles 'BaseException'"},"code_file_path":{"kind":"string","value":"garethr/django-test-extensions/src/test_extensions/testrunners/xmlunit/unittest.py"},"context_blocks":{"kind":"list like","value":[{"content":" def __call__(self, result=None):\n if result is not None: self.result = result\n result.startTest(self)\n testMethod = getattr(self, self.__testMethodName)\n try:\n try:\n self.setUp()\n except:\n result.addError(self,self.__exc_info())\n return\n\n ok = 0\n try:\n testMethod()\n ok = 1\n except self.failureException, e:\n result.addFailure(self,self.__exc_info())\n except:\n result.addError(self,self.__exc_info())\n\n try:\n self.tearDown()\n except:\n result.addError(self,self.__exc_info())\n ok = 0\n if ok: result.addSuccess(self)\n finally:\n result.stopTest(self)","metadata":"root.TestCase.__call__","header":"['class', 'TestCase', ':', '___EOS___']","index":224}],"string":"[\n {\n \"content\": \" def __call__(self, result=None):\\n if result is not None: self.result = result\\n result.startTest(self)\\n testMethod = getattr(self, self.__testMethodName)\\n try:\\n try:\\n self.setUp()\\n except:\\n result.addError(self,self.__exc_info())\\n return\\n\\n ok = 0\\n try:\\n testMethod()\\n ok = 1\\n except self.failureException, e:\\n result.addFailure(self,self.__exc_info())\\n except:\\n result.addError(self,self.__exc_info())\\n\\n try:\\n self.tearDown()\\n except:\\n result.addError(self,self.__exc_info())\\n ok = 0\\n if ok: result.addSuccess(self)\\n finally:\\n result.stopTest(self)\",\n \"metadata\": \"root.TestCase.__call__\",\n \"header\": \"['class', 'TestCase', ':', '___EOS___']\",\n \"index\": 224\n }\n]","isConversational":false},"answer_spans":{"kind":"list like","value":[{"span":"except:","start_line":231,"start_column":12,"end_line":231,"end_column":19},{"span":"except:","start_line":241,"start_column":12,"end_line":241,"end_column":19},{"span":"except:","start_line":246,"start_column":12,"end_line":246,"end_column":19}],"string":"[\n {\n \"span\": \"except:\",\n \"start_line\": 231,\n \"start_column\": 12,\n \"end_line\": 231,\n \"end_column\": 19\n },\n {\n \"span\": \"except:\",\n \"start_line\": 241,\n \"start_column\": 12,\n \"end_line\": 241,\n \"end_column\": 19\n },\n {\n \"span\": \"except:\",\n \"start_line\": 246,\n \"start_column\": 12,\n \"end_line\": 246,\n \"end_column\": 19\n }\n]","isConversational":false},"supporting_fact_spans":{"kind":"list like","value":[],"string":"[]","isConversational":false},"example_type":{"kind":"number","value":1,"string":"1"},"single_hop":{"kind":"bool","value":true,"string":"true"},"subtokenized_input_sequence":{"kind":"list like","value":["[CLS]_","Except","_","block_","handles_","'","Base","Except","ion","'_","[SEP]_","class_","Test","Case_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","\\u\\u","call\\u\\u_","(_","self_",",_","result_","=_","None_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","if_","result_","is_","not_","None_",":_","self_","._","result_","=_","result_","\\u\\u\\uNEWLINE\\u\\u\\u_","result_","._","start","Test_","(_","self_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","test","Method_","=_","getattr_","(_","self_",",_","self_","._","\\u\\u","test","Meth","od","Name_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","set","Up_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","except_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","result_","._","add","Error_","(_","self_",",_","self_","._","\\u\\u","exc","\\u","info_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","return_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","ok_","=_","0_","\\u\\u\\uNEWLINE\\u\\u\\u_","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","test","Method_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","ok_","=_","1_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","except_","self_","._","fail","ure","Exception_",",_","e_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","result_","._","add","Failure_","(_","self_",",_","self_","._","\\u\\u","exc","\\u","info_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","except_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","result_","._","add","Error_","(_","self_",",_","self_","._","\\u\\u","exc","\\u","info_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","tear","Down_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","except_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","result_","._","add","Error_","(_","self_",",_","self_","._","\\u\\u","exc","\\u","info_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","ok_","=_","0_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","ok_",":_","result_","._","add","Success_","(_","self_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","finally_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","result_","._","stop","Test_","(_","self_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_"],"string":"[\n \"[CLS]_\",\n \"Except\",\n \"_\",\n \"block_\",\n \"handles_\",\n \"'\",\n \"Base\",\n \"Except\",\n \"ion\",\n \"'_\",\n \"[SEP]_\",\n \"class_\",\n \"Test\",\n \"Case_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"\\\\u\\\\u\",\n \"call\\\\u\\\\u_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"result_\",\n \"=_\",\n \"None_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"if_\",\n \"result_\",\n \"is_\",\n \"not_\",\n \"None_\",\n \":_\",\n \"self_\",\n \"._\",\n \"result_\",\n \"=_\",\n \"result_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"result_\",\n \"._\",\n \"start\",\n \"Test_\",\n \"(_\",\n \"self_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"test\",\n \"Method_\",\n \"=_\",\n \"getattr_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"self_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"test\",\n \"Meth\",\n \"od\",\n \"Name_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"set\",\n \"Up_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"except_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"result_\",\n \"._\",\n \"add\",\n \"Error_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"self_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"exc\",\n \"\\\\u\",\n \"info_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"ok_\",\n \"=_\",\n \"0_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"test\",\n \"Method_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"ok_\",\n \"=_\",\n \"1_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"except_\",\n \"self_\",\n \"._\",\n \"fail\",\n \"ure\",\n \"Exception_\",\n \",_\",\n \"e_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"result_\",\n \"._\",\n \"add\",\n \"Failure_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"self_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"exc\",\n \"\\\\u\",\n \"info_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"except_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"result_\",\n \"._\",\n \"add\",\n \"Error_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"self_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"exc\",\n \"\\\\u\",\n \"info_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"tear\",\n \"Down_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"except_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"result_\",\n \"._\",\n \"add\",\n \"Error_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"self_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"exc\",\n \"\\\\u\",\n \"info_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"ok_\",\n \"=_\",\n \"0_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"ok_\",\n \":_\",\n \"result_\",\n \"._\",\n \"add\",\n \"Success_\",\n \"(_\",\n \"self_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"finally_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"result_\",\n \"._\",\n \"stop\",\n \"Test_\",\n \"(_\",\n \"self_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\"\n]","isConversational":false},"label_sequence":{"kind":"list like","value":[4,4,4,4,4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],"string":"[\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2\n]","isConversational":false}}},{"rowIdx":185,"cells":{"query_name":{"kind":"string","value":"Modification of parameter with default"},"code_file_path":{"kind":"string","value":"pandaproject/panda/api_examples/couchdb.py"},"context_blocks":{"kind":"list like","value":[{"content":"def panda_get(url, params={}):\n params.update(PANDA_AUTH_PARAMS)\n return requests.get(url, params=params)","metadata":"root.panda_get","header":"['module', '___EOS___']","index":32},{"content":"def panda_put(url, data, params={}):\n params.update(PANDA_AUTH_PARAMS)\n return requests.put(url, data, params=params, headers={ 'Content-Type': 'application/json' })","metadata":"root.panda_put","header":"['module', '___EOS___']","index":36}],"string":"[\n {\n \"content\": \"def panda_get(url, params={}):\\n params.update(PANDA_AUTH_PARAMS)\\n return requests.get(url, params=params)\",\n \"metadata\": \"root.panda_get\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 32\n },\n {\n \"content\": \"def panda_put(url, data, params={}):\\n params.update(PANDA_AUTH_PARAMS)\\n return requests.put(url, data, params=params, headers={ 'Content-Type': 'application/json' })\",\n \"metadata\": \"root.panda_put\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 36\n }\n]","isConversational":false},"answer_spans":{"kind":"list like","value":[{"span":"params.","start_line":33,"start_column":4,"end_line":33,"end_column":10},{"span":"params.","start_line":37,"start_column":4,"end_line":37,"end_column":10}],"string":"[\n {\n \"span\": \"params.\",\n \"start_line\": 33,\n \"start_column\": 4,\n \"end_line\": 33,\n \"end_column\": 10\n },\n {\n \"span\": \"params.\",\n \"start_line\": 37,\n \"start_column\": 4,\n \"end_line\": 37,\n \"end_column\": 10\n }\n]","isConversational":false},"supporting_fact_spans":{"kind":"list like","value":[{"span":"params=","start_line":32,"start_column":19,"end_line":32,"end_column":25},{"span":"params=","start_line":36,"start_column":25,"end_line":36,"end_column":31}],"string":"[\n {\n \"span\": \"params=\",\n \"start_line\": 32,\n \"start_column\": 19,\n \"end_line\": 32,\n \"end_column\": 25\n },\n {\n \"span\": \"params=\",\n \"start_line\": 36,\n \"start_column\": 25,\n \"end_line\": 36,\n \"end_column\": 31\n }\n]","isConversational":false},"example_type":{"kind":"number","value":1,"string":"1"},"single_hop":{"kind":"bool","value":true,"string":"true"},"subtokenized_input_sequence":{"kind":"list like","value":["[CLS]_","Modifica","tion_","of_","parameter_","with_","default_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","def_","panda","\\u","get_","(_","url_",",_","params_","=_","{_","}_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","params_","._","update_","(_","PAN","DA","\\u","AUTH","\\u","PARAMS_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","return_","requests_","._","get_","(_","url_",",_","params_","=_","params_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","panda","\\u","put_","(_","url_",",_","data_",",_","params_","=_","{_","}_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","params_","._","update_","(_","PAN","DA","\\u","AUTH","\\u","PARAMS_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","return_","requests_","._","put_","(_","url_",",_","data_",",_","params_","=_","params_",",_","headers_","=_","{_","'","Conten","t","-","Type","'_",":_","'","applica","tion","/","json","'_","}_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_"],"string":"[\n \"[CLS]_\",\n \"Modifica\",\n \"tion_\",\n \"of_\",\n \"parameter_\",\n \"with_\",\n \"default_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"panda\",\n \"\\\\u\",\n \"get_\",\n \"(_\",\n \"url_\",\n \",_\",\n \"params_\",\n \"=_\",\n \"{_\",\n \"}_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"params_\",\n \"._\",\n \"update_\",\n \"(_\",\n \"PAN\",\n \"DA\",\n \"\\\\u\",\n \"AUTH\",\n \"\\\\u\",\n \"PARAMS_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"requests_\",\n \"._\",\n \"get_\",\n \"(_\",\n \"url_\",\n \",_\",\n \"params_\",\n \"=_\",\n \"params_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"panda\",\n \"\\\\u\",\n \"put_\",\n \"(_\",\n \"url_\",\n \",_\",\n \"data_\",\n \",_\",\n \"params_\",\n \"=_\",\n \"{_\",\n \"}_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"params_\",\n \"._\",\n \"update_\",\n \"(_\",\n \"PAN\",\n \"DA\",\n \"\\\\u\",\n \"AUTH\",\n \"\\\\u\",\n \"PARAMS_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"requests_\",\n \"._\",\n \"put_\",\n \"(_\",\n \"url_\",\n \",_\",\n \"data_\",\n \",_\",\n \"params_\",\n \"=_\",\n \"params_\",\n \",_\",\n \"headers_\",\n \"=_\",\n \"{_\",\n \"'\",\n \"Conten\",\n \"t\",\n \"-\",\n \"Type\",\n \"'_\",\n \":_\",\n \"'\",\n \"applica\",\n \"tion\",\n \"/\",\n \"json\",\n \"'_\",\n \"}_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\"\n]","isConversational":false},"label_sequence":{"kind":"list like","value":[4,4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,3,2,2,2,2,2,2,2,2,0,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,3,2,2,2,2,2,2,2,2,0,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],"string":"[\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 3,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 3,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2\n]","isConversational":false}}},{"rowIdx":186,"cells":{"query_name":{"kind":"string","value":"Unused import"},"code_file_path":{"kind":"string","value":"google/grr/grr/parsers/registry_init.py"},"context_blocks":{"kind":"list like","value":[{"content":"#!/usr/bin/env python\n\"\"\"Loads all the parsers so they are visible in the registry.\"\"\"\n\n# pylint: disable=g-import-not-at-top\n# pylint: disable=unused-import\nfrom grr.parsers import config_file\nfrom grr.parsers import cron_file_parser\nfrom grr.parsers import ie_history\nfrom grr.parsers import linux_cmd_parser\nfrom grr.parsers import linux_file_parser\nfrom grr.parsers import linux_pam_parser\nfrom grr.parsers import linux_release_parser\nfrom grr.parsers import linux_service_parser\nfrom grr.parsers import linux_sysctl_parser\nfrom grr.parsers import local\nfrom grr.parsers import osx_file_parser\nfrom grr.parsers import osx_launchd\nfrom grr.parsers import rekall_artifact_parser\nfrom grr.parsers import windows_persistence\nfrom grr.parsers import windows_registry_parser\nfrom grr.parsers import wmi_parser\n\ntry:\n from grr.parsers import linux_software_parser\nexcept ImportError:\n pass\n","metadata":"root","header":"['module', '___EOS___']","index":0}],"string":"[\n {\n \"content\": \"#!/usr/bin/env python\\n\\\"\\\"\\\"Loads all the parsers so they are visible in the registry.\\\"\\\"\\\"\\n\\n# pylint: disable=g-import-not-at-top\\n# pylint: disable=unused-import\\nfrom grr.parsers import config_file\\nfrom grr.parsers import cron_file_parser\\nfrom grr.parsers import ie_history\\nfrom grr.parsers import linux_cmd_parser\\nfrom grr.parsers import linux_file_parser\\nfrom grr.parsers import linux_pam_parser\\nfrom grr.parsers import linux_release_parser\\nfrom grr.parsers import linux_service_parser\\nfrom grr.parsers import linux_sysctl_parser\\nfrom grr.parsers import local\\nfrom grr.parsers import osx_file_parser\\nfrom grr.parsers import osx_launchd\\nfrom grr.parsers import rekall_artifact_parser\\nfrom grr.parsers import windows_persistence\\nfrom grr.parsers import windows_registry_parser\\nfrom grr.parsers import wmi_parser\\n\\ntry:\\n from grr.parsers import linux_software_parser\\nexcept ImportError:\\n pass\\n\",\n \"metadata\": \"root\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 0\n }\n]","isConversational":false},"answer_spans":{"kind":"list like","value":[{"span":"from grr.parsers import config_file","start_line":5,"start_column":0,"end_line":5,"end_column":35},{"span":"from grr.parsers import cron_file_parser","start_line":6,"start_column":0,"end_line":6,"end_column":40},{"span":"from grr.parsers import ie_history","start_line":7,"start_column":0,"end_line":7,"end_column":34},{"span":"from grr.parsers import linux_cmd_parser","start_line":8,"start_column":0,"end_line":8,"end_column":40},{"span":"from grr.parsers import linux_file_parser","start_line":9,"start_column":0,"end_line":9,"end_column":41},{"span":"from grr.parsers import linux_pam_parser","start_line":10,"start_column":0,"end_line":10,"end_column":40},{"span":"from grr.parsers import linux_release_parser","start_line":11,"start_column":0,"end_line":11,"end_column":44},{"span":"from grr.parsers import linux_service_parser","start_line":12,"start_column":0,"end_line":12,"end_column":44},{"span":"from grr.parsers import linux_sysctl_parser","start_line":13,"start_column":0,"end_line":13,"end_column":43},{"span":"from grr.parsers import local","start_line":14,"start_column":0,"end_line":14,"end_column":29},{"span":"from grr.parsers import osx_file_parser","start_line":15,"start_column":0,"end_line":15,"end_column":39},{"span":"from grr.parsers import osx_launchd","start_line":16,"start_column":0,"end_line":16,"end_column":35},{"span":"from grr.parsers import rekall_artifact_parser","start_line":17,"start_column":0,"end_line":17,"end_column":46},{"span":"from grr.parsers import windows_persistence","start_line":18,"start_column":0,"end_line":18,"end_column":43},{"span":"from grr.parsers import windows_registry_parser","start_line":19,"start_column":0,"end_line":19,"end_column":47},{"span":"from grr.parsers import wmi_parser","start_line":20,"start_column":0,"end_line":20,"end_column":34},{"span":"from grr.parsers import linux_software_parser","start_line":23,"start_column":2,"end_line":23,"end_column":47}],"string":"[\n {\n \"span\": \"from grr.parsers import config_file\",\n \"start_line\": 5,\n \"start_column\": 0,\n \"end_line\": 5,\n \"end_column\": 35\n },\n {\n \"span\": \"from grr.parsers import cron_file_parser\",\n \"start_line\": 6,\n \"start_column\": 0,\n \"end_line\": 6,\n \"end_column\": 40\n },\n {\n \"span\": \"from grr.parsers import ie_history\",\n \"start_line\": 7,\n \"start_column\": 0,\n \"end_line\": 7,\n \"end_column\": 34\n },\n {\n \"span\": \"from grr.parsers import linux_cmd_parser\",\n \"start_line\": 8,\n \"start_column\": 0,\n \"end_line\": 8,\n \"end_column\": 40\n },\n {\n \"span\": \"from grr.parsers import linux_file_parser\",\n \"start_line\": 9,\n \"start_column\": 0,\n \"end_line\": 9,\n \"end_column\": 41\n },\n {\n \"span\": \"from grr.parsers import linux_pam_parser\",\n \"start_line\": 10,\n \"start_column\": 0,\n \"end_line\": 10,\n \"end_column\": 40\n },\n {\n \"span\": \"from grr.parsers import linux_release_parser\",\n \"start_line\": 11,\n \"start_column\": 0,\n \"end_line\": 11,\n \"end_column\": 44\n },\n {\n \"span\": \"from grr.parsers import linux_service_parser\",\n \"start_line\": 12,\n \"start_column\": 0,\n \"end_line\": 12,\n \"end_column\": 44\n },\n {\n \"span\": \"from grr.parsers import linux_sysctl_parser\",\n \"start_line\": 13,\n \"start_column\": 0,\n \"end_line\": 13,\n \"end_column\": 43\n },\n {\n \"span\": \"from grr.parsers import local\",\n \"start_line\": 14,\n \"start_column\": 0,\n \"end_line\": 14,\n \"end_column\": 29\n },\n {\n \"span\": \"from grr.parsers import osx_file_parser\",\n \"start_line\": 15,\n \"start_column\": 0,\n \"end_line\": 15,\n \"end_column\": 39\n },\n {\n \"span\": \"from grr.parsers import osx_launchd\",\n \"start_line\": 16,\n \"start_column\": 0,\n \"end_line\": 16,\n \"end_column\": 35\n },\n {\n \"span\": \"from grr.parsers import rekall_artifact_parser\",\n \"start_line\": 17,\n \"start_column\": 0,\n \"end_line\": 17,\n \"end_column\": 46\n },\n {\n \"span\": \"from grr.parsers import windows_persistence\",\n \"start_line\": 18,\n \"start_column\": 0,\n \"end_line\": 18,\n \"end_column\": 43\n },\n {\n \"span\": \"from grr.parsers import windows_registry_parser\",\n \"start_line\": 19,\n \"start_column\": 0,\n \"end_line\": 19,\n \"end_column\": 47\n },\n {\n \"span\": \"from grr.parsers import wmi_parser\",\n \"start_line\": 20,\n \"start_column\": 0,\n \"end_line\": 20,\n \"end_column\": 34\n },\n {\n \"span\": \"from grr.parsers import linux_software_parser\",\n \"start_line\": 23,\n \"start_column\": 2,\n \"end_line\": 23,\n \"end_column\": 47\n }\n]","isConversational":false},"supporting_fact_spans":{"kind":"list like","value":[],"string":"[]","isConversational":false},"example_type":{"kind":"number","value":1,"string":"1"},"single_hop":{"kind":"bool","value":false,"string":"false"},"subtokenized_input_sequence":{"kind":"list like","value":["[CLS]_","Un","used_","import_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","#!","/","usr","/","bin","/","env"," ","python_","\\u\\u\\uNL\\u\\u\\u_","\"\"\"","Load","s"," ","all"," ","the"," ","parser","s"," ","so"," ","the","y"," ","are"," ","visi","ble"," ","in"," ","the"," ","registr","y",".\"\"\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","pylint",":"," ","disable","=","g","-","import","-","not","-","at","-","top_","\\u\\u\\uNL\\u\\u\\u_","#"," ","pylint",":"," ","disable","=","unu","sed","-","import_","\\u\\u\\uNL\\u\\u\\u_","from_","grr_","._","parsers_","import_","config","\\u","file_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","grr_","._","parsers_","import_","cron","\\u","file","\\u","parser_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","grr_","._","parsers_","import_","ie","\\u","history_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","grr_","._","parsers_","import_","linux","\\u","cmd","\\u","parser_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","grr_","._","parsers_","import_","linux","\\u","file","\\u","parser_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","grr_","._","parsers_","import_","linux","\\u","pam","\\u","parser_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","grr_","._","parsers_","import_","linux","\\u","release","\\u","parser_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","grr_","._","parsers_","import_","linux","\\u","service","\\u","parser_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","grr_","._","parsers_","import_","linux","\\u","sysc","tl","\\u","parser_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","grr_","._","parsers_","import_","local_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","grr_","._","parsers_","import_","os","x","\\u","file","\\u","parser_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","grr_","._","parsers_","import_","os","x","\\u","launch","d_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","grr_","._","parsers_","import_","rek","all","\\u","artifact","\\u","parser_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","grr_","._","parsers_","import_","windows","\\u","persistence_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","grr_","._","parsers_","import_","windows","\\u","registr","y","\\u","parser_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","grr_","._","parsers_","import_","wmi","\\u","parser_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","from_","grr_","._","parsers_","import_","linux","\\u","software","\\u","parser_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","except_","Import","Error_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","pass_","\\u\\u\\uDEDENT\\u\\u\\u_"],"string":"[\n \"[CLS]_\",\n \"Un\",\n \"used_\",\n \"import_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"#!\",\n \"/\",\n \"usr\",\n \"/\",\n \"bin\",\n \"/\",\n \"env\",\n \" \",\n \"python_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\"\\\"\\\"\",\n \"Load\",\n \"s\",\n \" \",\n \"all\",\n \" \",\n \"the\",\n \" \",\n \"parser\",\n \"s\",\n \" \",\n \"so\",\n \" \",\n \"the\",\n \"y\",\n \" \",\n \"are\",\n \" \",\n \"visi\",\n \"ble\",\n \" \",\n \"in\",\n \" \",\n \"the\",\n \" \",\n \"registr\",\n \"y\",\n \".\\\"\\\"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"pylint\",\n \":\",\n \" \",\n \"disable\",\n \"=\",\n \"g\",\n \"-\",\n \"import\",\n \"-\",\n \"not\",\n \"-\",\n \"at\",\n \"-\",\n \"top_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"pylint\",\n \":\",\n \" \",\n \"disable\",\n \"=\",\n \"unu\",\n \"sed\",\n \"-\",\n \"import_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"grr_\",\n \"._\",\n \"parsers_\",\n \"import_\",\n \"config\",\n \"\\\\u\",\n \"file_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"grr_\",\n \"._\",\n \"parsers_\",\n \"import_\",\n \"cron\",\n \"\\\\u\",\n \"file\",\n \"\\\\u\",\n \"parser_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"grr_\",\n \"._\",\n \"parsers_\",\n \"import_\",\n \"ie\",\n \"\\\\u\",\n \"history_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"grr_\",\n \"._\",\n \"parsers_\",\n \"import_\",\n \"linux\",\n \"\\\\u\",\n \"cmd\",\n \"\\\\u\",\n \"parser_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"grr_\",\n \"._\",\n \"parsers_\",\n \"import_\",\n \"linux\",\n \"\\\\u\",\n \"file\",\n \"\\\\u\",\n \"parser_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"grr_\",\n \"._\",\n \"parsers_\",\n \"import_\",\n \"linux\",\n \"\\\\u\",\n \"pam\",\n \"\\\\u\",\n \"parser_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"grr_\",\n \"._\",\n \"parsers_\",\n \"import_\",\n \"linux\",\n \"\\\\u\",\n \"release\",\n \"\\\\u\",\n \"parser_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"grr_\",\n \"._\",\n \"parsers_\",\n \"import_\",\n \"linux\",\n \"\\\\u\",\n \"service\",\n \"\\\\u\",\n \"parser_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"grr_\",\n \"._\",\n \"parsers_\",\n \"import_\",\n \"linux\",\n \"\\\\u\",\n \"sysc\",\n \"tl\",\n \"\\\\u\",\n \"parser_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"grr_\",\n \"._\",\n \"parsers_\",\n \"import_\",\n \"local_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"grr_\",\n \"._\",\n \"parsers_\",\n \"import_\",\n \"os\",\n \"x\",\n \"\\\\u\",\n \"file\",\n \"\\\\u\",\n \"parser_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"grr_\",\n \"._\",\n \"parsers_\",\n \"import_\",\n \"os\",\n \"x\",\n \"\\\\u\",\n \"launch\",\n \"d_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"grr_\",\n \"._\",\n \"parsers_\",\n \"import_\",\n \"rek\",\n \"all\",\n \"\\\\u\",\n \"artifact\",\n \"\\\\u\",\n \"parser_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"grr_\",\n \"._\",\n \"parsers_\",\n \"import_\",\n \"windows\",\n \"\\\\u\",\n \"persistence_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"grr_\",\n \"._\",\n \"parsers_\",\n \"import_\",\n \"windows\",\n \"\\\\u\",\n \"registr\",\n \"y\",\n \"\\\\u\",\n \"parser_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"grr_\",\n \"._\",\n \"parsers_\",\n \"import_\",\n \"wmi\",\n \"\\\\u\",\n \"parser_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"from_\",\n \"grr_\",\n \"._\",\n \"parsers_\",\n \"import_\",\n \"linux\",\n \"\\\\u\",\n \"software\",\n \"\\\\u\",\n \"parser_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"except_\",\n \"Import\",\n \"Error_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"pass_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\"\n]","isConversational":false},"label_sequence":{"kind":"list like","value":[4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,2,2,2,2,2,2,2,0,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2],"string":"[\n 4,\n 4,\n 4,\n 4,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2\n]","isConversational":false}}},{"rowIdx":187,"cells":{"query_name":{"kind":"string","value":"Variable defined multiple times"},"code_file_path":{"kind":"string","value":"OpenMDAO/OpenMDAO/openmdao/core/test/test_problem.py"},"context_blocks":{"kind":"list like","value":[{"content":" def test_check_promotes(self):\n # verify we get an error at setup time if we have promoted a var that doesn't exist\n\n # valid case, no error\n prob = Problem(Group())\n G = prob.root.add('G', Group())\n C = G.add('C', SimpleComp(), promotes=['x*', 'y'])\n # ignore warning about the unconnected param\n with warnings.catch_warnings(record=True) as w:\n warnings.simplefilter(\"ignore\")\n prob.setup(check=False)\n\n # promoting a non-existent variable should throw an error\n prob = Problem(Group())\n G = prob.root.add('G', Group())\n C = G.add('C', SimpleComp(), promotes=['spoon']) # there is no spoon\n try:\n prob.setup(check=False)\n except Exception as error:\n msg = \"'G.C' promotes 'spoon' but has no variables matching that specification\"\n self.assertEqual(text_type(error), msg)\n else:\n self.fail(\"Error expected\")\n\n # promoting a pattern with no matches should throw an error\n prob = Problem(Group())\n G = prob.root.add('G', Group())\n P = G.add('P', IndepVarComp('x', 5.), promotes=['a*']) # there is no match\n try:\n prob.setup(check=False)\n except Exception as error:\n msg = \"'G.P' promotes 'a*' but has no variables matching that specification\"\n self.assertEqual(text_type(error), msg)\n else:\n self.fail(\"Error expected\")","metadata":"root.TestProblem.test_check_promotes","header":"['class', 'TestProblem', '(', 'unittest', '.', 'TestCase', ')', ':', '___EOS___']","index":59},{"content":" def test_src_idx_gt_src_size(self):\n class A(Component):\n def __init__(self):\n super(A, self).__init__()\n self.add_state('y', np.zeros((2,)), shape=(2,))\n\n class B(Component):\n def __init__(self):\n super(B, self).__init__()\n self.add_param('x', np.zeros((3,)), shape=(3,))\n\n # src_indices larger than src\n prob = Problem(root=Group())\n prob.root.add(\"A\", A())\n prob.root.add(\"B\", B())\n prob.root.connect(\"A.y\", \"B.x\", src_indices=[1,4,2])\n try:\n prob.setup(check=False)\n except Exception as err:\n self.assertEqual(str(err),\n \"'B.x' src_indices contains an index (4) that exceeds \"\n \"the bounds of source variable 'A.y' of size 2.\")\n else:\n self.fail(\"Exception expected\")","metadata":"root.TestProblem.test_src_idx_gt_src_size","header":"['class', 'TestProblem', '(', 'unittest', '.', 'TestCase', ')', ':', '___EOS___']","index":480},{"content":" def test_src_idx_gt_src_size(self):\n class A(Component):\n def __init__(self):\n super(A, self).__init__()\n self.add_output('y', np.zeros((5,)), shape=(5,))\n\n class B(Component):\n def __init__(self):\n super(B, self).__init__()\n self.add_param('x', np.zeros((3,)), shape=(3,))\n\n # src_indices larger than src\n prob = Problem(root=Group())\n prob.root.add(\"A\", A())\n prob.root.add(\"B\", B())\n prob.root.connect(\"A.y\", \"B.x\", src_indices=[1,4,5])\n try:\n prob.setup(check=False)\n except Exception as err:\n self.assertTrue(\"'B.x' src_indices contains an index (5) that exceeds the bounds \"\n \"of source variable 'A.y' of size 5.\" in str(err))\n else:\n self.fail(\"Exception expected\")","metadata":"root.TestProblem.test_src_idx_gt_src_size","header":"['class', 'TestProblem', '(', 'unittest', '.', 'TestCase', ')', ':', '___EOS___']","index":528},{"content":" def test_check_parallel_derivs(self):\n\n prob = Problem()\n root = prob.root = Group()\n\n root.add('p1', IndepVarComp('a', 1.0), promotes=['*'])\n root.add('p2', IndepVarComp('b', 1.0), promotes=['*'])\n sub1 = root.add('sub1', Group(), promotes=['*'])\n sub1.ln_solver = LinearGaussSeidel()\n sub2 = sub1.add('sub2', Group(), promotes=['*'])\n sub2.add('comp', ExecComp(['x = 2.0*a + 3.0*b', 'y=4.0*a - 1.0*b']), promotes=['*'])\n sub2.ln_solver = LinearGaussSeidel()\n\n root.ln_solver.options['mode'] = 'fwd'\n sub1.ln_solver.options['mode'] = 'fwd'\n sub2.ln_solver.options['mode'] = 'fwd'\n\n prob.setup(check=False)\n prob.run()\n\n root.ln_solver = LinearGaussSeidel()\n root.ln_solver.options['single_voi_relevance_reduction'] = True\n prob.driver.add_desvar('p1.a', 1.0)\n prob.driver.add_constraint('x', upper=0.0)\n prob.driver.add_constraint('y', upper=0.0)\n with warnings.catch_warnings(record=True) as w:\n if not MPI:\n # suppress warning about not running under MPI\n warnings.simplefilter(\"ignore\")\n prob.driver.parallel_derivs(['x','y'])\n\n root.ln_solver.options['mode'] = 'rev'\n sub1.ln_solver.options['mode'] = 'rev'\n\n prob._setup_errors = []\n mode = prob._check_for_parallel_derivs(['a'], ['x'], True, False)\n\n msg = \"Group 'sub2' has mode 'fwd' but the root group has mode 'rev'. Modes must match to use parallel derivative groups.\"\n self.assertTrue(msg in prob._setup_errors[0])\n\n\n sub1.ln_solver.options['mode'] = 'fwd'\n sub2.ln_solver.options['mode'] = 'rev'\n\n\n prob._setup_errors = []\n mode = prob._check_for_parallel_derivs(['a'], ['x'], True, False)\n\n msg = \"Group 'sub1' has mode 'fwd' but the root group has mode 'rev'. Modes must match to use parallel derivative groups.\"\n self.assertTrue(msg in prob._setup_errors[0])\n\n\n sub1.ln_solver.options['mode'] = 'rev'\n mode = prob._check_for_parallel_derivs(['a'], ['x'], True, False)","metadata":"root.TestProblem.test_check_parallel_derivs","header":"['class', 'TestProblem', '(', 'unittest', '.', 'TestCase', ')', ':', '___EOS___']","index":779}],"string":"[\n {\n \"content\": \" def test_check_promotes(self):\\n # verify we get an error at setup time if we have promoted a var that doesn't exist\\n\\n # valid case, no error\\n prob = Problem(Group())\\n G = prob.root.add('G', Group())\\n C = G.add('C', SimpleComp(), promotes=['x*', 'y'])\\n # ignore warning about the unconnected param\\n with warnings.catch_warnings(record=True) as w:\\n warnings.simplefilter(\\\"ignore\\\")\\n prob.setup(check=False)\\n\\n # promoting a non-existent variable should throw an error\\n prob = Problem(Group())\\n G = prob.root.add('G', Group())\\n C = G.add('C', SimpleComp(), promotes=['spoon']) # there is no spoon\\n try:\\n prob.setup(check=False)\\n except Exception as error:\\n msg = \\\"'G.C' promotes 'spoon' but has no variables matching that specification\\\"\\n self.assertEqual(text_type(error), msg)\\n else:\\n self.fail(\\\"Error expected\\\")\\n\\n # promoting a pattern with no matches should throw an error\\n prob = Problem(Group())\\n G = prob.root.add('G', Group())\\n P = G.add('P', IndepVarComp('x', 5.), promotes=['a*']) # there is no match\\n try:\\n prob.setup(check=False)\\n except Exception as error:\\n msg = \\\"'G.P' promotes 'a*' but has no variables matching that specification\\\"\\n self.assertEqual(text_type(error), msg)\\n else:\\n self.fail(\\\"Error expected\\\")\",\n \"metadata\": \"root.TestProblem.test_check_promotes\",\n \"header\": \"['class', 'TestProblem', '(', 'unittest', '.', 'TestCase', ')', ':', '___EOS___']\",\n \"index\": 59\n },\n {\n \"content\": \" def test_src_idx_gt_src_size(self):\\n class A(Component):\\n def __init__(self):\\n super(A, self).__init__()\\n self.add_state('y', np.zeros((2,)), shape=(2,))\\n\\n class B(Component):\\n def __init__(self):\\n super(B, self).__init__()\\n self.add_param('x', np.zeros((3,)), shape=(3,))\\n\\n # src_indices larger than src\\n prob = Problem(root=Group())\\n prob.root.add(\\\"A\\\", A())\\n prob.root.add(\\\"B\\\", B())\\n prob.root.connect(\\\"A.y\\\", \\\"B.x\\\", src_indices=[1,4,2])\\n try:\\n prob.setup(check=False)\\n except Exception as err:\\n self.assertEqual(str(err),\\n \\\"'B.x' src_indices contains an index (4) that exceeds \\\"\\n \\\"the bounds of source variable 'A.y' of size 2.\\\")\\n else:\\n self.fail(\\\"Exception expected\\\")\",\n \"metadata\": \"root.TestProblem.test_src_idx_gt_src_size\",\n \"header\": \"['class', 'TestProblem', '(', 'unittest', '.', 'TestCase', ')', ':', '___EOS___']\",\n \"index\": 480\n },\n {\n \"content\": \" def test_src_idx_gt_src_size(self):\\n class A(Component):\\n def __init__(self):\\n super(A, self).__init__()\\n self.add_output('y', np.zeros((5,)), shape=(5,))\\n\\n class B(Component):\\n def __init__(self):\\n super(B, self).__init__()\\n self.add_param('x', np.zeros((3,)), shape=(3,))\\n\\n # src_indices larger than src\\n prob = Problem(root=Group())\\n prob.root.add(\\\"A\\\", A())\\n prob.root.add(\\\"B\\\", B())\\n prob.root.connect(\\\"A.y\\\", \\\"B.x\\\", src_indices=[1,4,5])\\n try:\\n prob.setup(check=False)\\n except Exception as err:\\n self.assertTrue(\\\"'B.x' src_indices contains an index (5) that exceeds the bounds \\\"\\n \\\"of source variable 'A.y' of size 5.\\\" in str(err))\\n else:\\n self.fail(\\\"Exception expected\\\")\",\n \"metadata\": \"root.TestProblem.test_src_idx_gt_src_size\",\n \"header\": \"['class', 'TestProblem', '(', 'unittest', '.', 'TestCase', ')', ':', '___EOS___']\",\n \"index\": 528\n },\n {\n \"content\": \" def test_check_parallel_derivs(self):\\n\\n prob = Problem()\\n root = prob.root = Group()\\n\\n root.add('p1', IndepVarComp('a', 1.0), promotes=['*'])\\n root.add('p2', IndepVarComp('b', 1.0), promotes=['*'])\\n sub1 = root.add('sub1', Group(), promotes=['*'])\\n sub1.ln_solver = LinearGaussSeidel()\\n sub2 = sub1.add('sub2', Group(), promotes=['*'])\\n sub2.add('comp', ExecComp(['x = 2.0*a + 3.0*b', 'y=4.0*a - 1.0*b']), promotes=['*'])\\n sub2.ln_solver = LinearGaussSeidel()\\n\\n root.ln_solver.options['mode'] = 'fwd'\\n sub1.ln_solver.options['mode'] = 'fwd'\\n sub2.ln_solver.options['mode'] = 'fwd'\\n\\n prob.setup(check=False)\\n prob.run()\\n\\n root.ln_solver = LinearGaussSeidel()\\n root.ln_solver.options['single_voi_relevance_reduction'] = True\\n prob.driver.add_desvar('p1.a', 1.0)\\n prob.driver.add_constraint('x', upper=0.0)\\n prob.driver.add_constraint('y', upper=0.0)\\n with warnings.catch_warnings(record=True) as w:\\n if not MPI:\\n # suppress warning about not running under MPI\\n warnings.simplefilter(\\\"ignore\\\")\\n prob.driver.parallel_derivs(['x','y'])\\n\\n root.ln_solver.options['mode'] = 'rev'\\n sub1.ln_solver.options['mode'] = 'rev'\\n\\n prob._setup_errors = []\\n mode = prob._check_for_parallel_derivs(['a'], ['x'], True, False)\\n\\n msg = \\\"Group 'sub2' has mode 'fwd' but the root group has mode 'rev'. Modes must match to use parallel derivative groups.\\\"\\n self.assertTrue(msg in prob._setup_errors[0])\\n\\n\\n sub1.ln_solver.options['mode'] = 'fwd'\\n sub2.ln_solver.options['mode'] = 'rev'\\n\\n\\n prob._setup_errors = []\\n mode = prob._check_for_parallel_derivs(['a'], ['x'], True, False)\\n\\n msg = \\\"Group 'sub1' has mode 'fwd' but the root group has mode 'rev'. Modes must match to use parallel derivative groups.\\\"\\n self.assertTrue(msg in prob._setup_errors[0])\\n\\n\\n sub1.ln_solver.options['mode'] = 'rev'\\n mode = prob._check_for_parallel_derivs(['a'], ['x'], True, False)\",\n \"metadata\": \"root.TestProblem.test_check_parallel_derivs\",\n \"header\": \"['class', 'TestProblem', '(', 'unittest', '.', 'TestCase', ')', ':', '___EOS___']\",\n \"index\": 779\n }\n]","isConversational":false},"answer_spans":{"kind":"list like","value":[{"span":"C ","start_line":65,"start_column":8,"end_line":65,"end_column":9},{"span":"test_src_idx_gt_src_size(","start_line":480,"start_column":8,"end_line":480,"end_column":32},{"span":"mode ","start_line":814,"start_column":8,"end_line":814,"end_column":12},{"span":"mode ","start_line":825,"start_column":8,"end_line":825,"end_column":12}],"string":"[\n {\n \"span\": \"C \",\n \"start_line\": 65,\n \"start_column\": 8,\n \"end_line\": 65,\n \"end_column\": 9\n },\n {\n \"span\": \"test_src_idx_gt_src_size(\",\n \"start_line\": 480,\n \"start_column\": 8,\n \"end_line\": 480,\n \"end_column\": 32\n },\n {\n \"span\": \"mode \",\n \"start_line\": 814,\n \"start_column\": 8,\n \"end_line\": 814,\n \"end_column\": 12\n },\n {\n \"span\": \"mode \",\n \"start_line\": 825,\n \"start_column\": 8,\n \"end_line\": 825,\n \"end_column\": 12\n }\n]","isConversational":false},"supporting_fact_spans":{"kind":"list like","value":[{"span":"test_src_idx_gt_src_size(","start_line":528,"start_column":8,"end_line":528,"end_column":32},{"span":"mode ","start_line":832,"start_column":8,"end_line":832,"end_column":12}],"string":"[\n {\n \"span\": \"test_src_idx_gt_src_size(\",\n \"start_line\": 528,\n \"start_column\": 8,\n \"end_line\": 528,\n \"end_column\": 32\n },\n {\n \"span\": \"mode \",\n \"start_line\": 832,\n \"start_column\": 8,\n \"end_line\": 832,\n \"end_column\": 12\n }\n]","isConversational":false},"example_type":{"kind":"number","value":1,"string":"1"},"single_hop":{"kind":"bool","value":true,"string":"true"},"subtokenized_input_sequence":{"kind":"list like","value":["[CLS]_","Variable_","defined_","multiple_","times_","[SEP]_","class_","Test","Problem_","(_","unittest_","._","Test","Case_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","test\\u","check","\\u","promote","s_","(_","self_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","verify"," ","we"," ","get"," ","an"," ","error"," ","at"," ","setup"," ","time"," ","if"," ","we"," ","have"," ","promote","d"," ","a"," ","var"," ","tha","t"," ","doe","sn","'","t"," ","exist_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","valid"," ","case",","," ","no"," ","error_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","prob_","=_","Problem_","(_","Group_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","G_","=_","prob_","._","root_","._","add_","(_","'","G","'_",",_","Group_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","C_","=_","G_","._","add_","(_","'","C","'_",",_","Simple","Comp_","(_",")_",",_","promote","s_","=_","[_","'","x","*'_",",_","'","y","'_","]_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","ignore"," ","warn","ing"," ","abo","ut"," ","the"," ","uncon","nect","ed"," ","param_","\\u\\u\\uNL\\u\\u\\u_","with_","warnings_","._","catch","\\u","warnings_","(_","record_","=_","True_",")_","as_","w_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","warnings_","._","simplefilter_","(_","\"","ignore","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","prob_","._","setup_","(_","check_","=_","False_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","promo","ting"," ","a"," ","non","-","existen","t"," ","variab","le"," ","shou","ld"," ","throw"," ","an"," ","error_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","prob_","=_","Problem_","(_","Group_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","G_","=_","prob_","._","root_","._","add_","(_","'","G","'_",",_","Group_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","C_","=_","G_","._","add_","(_","'","C","'_",",_","Simple","Comp_","(_",")_",",_","promote","s_","=_","[_","'","spoo","n","'_","]_",")_","#"," ","there"," ","is"," ","no"," ","spoo","n_","\\u\\u\\uNEWLINE\\u\\u\\u_","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","prob_","._","setup_","(_","check_","=_","False_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","except_","Exception_","as_","error_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","msg_","=_","\"'","G",".","C","'"," ","promote","s"," ","'","spoo","n","'"," ","but"," ","has"," ","no"," ","variab","les"," ","matchi","ng"," ","tha","t"," ","specifica","tion","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Equal_","(_","text","\\u","type_","(_","error_",")_",",_","msg_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","fail_","(_","\"","Error"," ","expected","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","promo","ting"," ","a"," ","pattern"," ","with"," ","no"," ","matche","s"," ","shou","ld"," ","throw"," ","an"," ","error_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","prob_","=_","Problem_","(_","Group_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","G_","=_","prob_","._","root_","._","add_","(_","'","G","'_",",_","Group_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","P_","=_","G_","._","add_","(_","'","P","'_",",_","Inde","p","Var","Comp_","(_","'","x","'_",",_","5._",")_",",_","promote","s_","=_","[_","'","a","*'_","]_",")_","#"," ","there"," ","is"," ","no"," ","match_","\\u\\u\\uNEWLINE\\u\\u\\u_","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","prob_","._","setup_","(_","check_","=_","False_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","except_","Exception_","as_","error_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","msg_","=_","\"'","G",".","P","'"," ","promote","s"," ","'","a","*'"," ","but"," ","has"," ","no"," ","variab","les"," ","matchi","ng"," ","tha","t"," ","specifica","tion","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Equal_","(_","text","\\u","type_","(_","error_",")_",",_","msg_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","fail_","(_","\"","Error"," ","expected","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Test","Problem_","(_","unittest_","._","Test","Case_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","test\\u","src","\\u","idx","\\u","gt","\\u","src","\\u","size_","(_","self_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","class_","A_","(_","Component_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","def_","\\u\\u","init\\u\\u_","(_","self_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","super_","(_","A_",",_","self_",")_","._","\\u\\u","init\\u\\u_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","add","\\u","state_","(_","'","y","'_",",_","np_","._","zeros_","(_","(_","2_",",_",")_",")_",",_","shape_","=_","(_","2_",",_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","class_","B_","(_","Component_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","def_","\\u\\u","init\\u\\u_","(_","self_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","super_","(_","B_",",_","self_",")_","._","\\u\\u","init\\u\\u_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","add","\\u","param_","(_","'","x","'_",",_","np_","._","zeros_","(_","(_","3_",",_",")_",")_",",_","shape_","=_","(_","3_",",_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","src","\\u","indice","s"," ","large","r"," ","than"," ","src_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","prob_","=_","Problem_","(_","root_","=_","Group_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","prob_","._","root_","._","add_","(_","\"","A","\"_",",_","A_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","prob_","._","root_","._","add_","(_","\"","B","\"_",",_","B_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","prob_","._","root_","._","connect_","(_","\"","A",".","y","\"_",",_","\"","B",".","x","\"_",",_","src","\\u","indices_","=_","[_","1_",",_","4_",",_","2_","]_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","prob_","._","setup_","(_","check_","=_","False_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","except_","Exception_","as_","err_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","assert","Equal_","(_","str_","(_","err_",")_",",_","\\u\\u\\uNL\\u\\u\\u_","\"'","B",".","x","'"," ","src","\\u","indice","s"," ","contain","s"," ","an"," ","index"," ","(","4",")"," ","tha","t"," ","exceed","s"," ","\"_","\\u\\u\\uNL\\u\\u\\u_","\"","the"," ","bound","s"," ","of"," ","source"," ","variab","le"," ","'","A",".","y","'"," ","of"," ","size"," ","2",".\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","fail_","(_","\"","Except","ion"," ","expected","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Test","Problem_","(_","unittest_","._","Test","Case_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","test\\u","src","\\u","idx","\\u","gt","\\u","src","\\u","size_","(_","self_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","class_","A_","(_","Component_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","def_","\\u\\u","init\\u\\u_","(_","self_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","super_","(_","A_",",_","self_",")_","._","\\u\\u","init\\u\\u_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","add","\\u","output_","(_","'","y","'_",",_","np_","._","zeros_","(_","(_","5_",",_",")_",")_",",_","shape_","=_","(_","5_",",_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","class_","B_","(_","Component_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","def_","\\u\\u","init\\u\\u_","(_","self_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","super_","(_","B_",",_","self_",")_","._","\\u\\u","init\\u\\u_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","add","\\u","param_","(_","'","x","'_",",_","np_","._","zeros_","(_","(_","3_",",_",")_",")_",",_","shape_","=_","(_","3_",",_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","src","\\u","indice","s"," ","large","r"," ","than"," ","src_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","prob_","=_","Problem_","(_","root_","=_","Group_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","prob_","._","root_","._","add_","(_","\"","A","\"_",",_","A_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","prob_","._","root_","._","add_","(_","\"","B","\"_",",_","B_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","prob_","._","root_","._","connect_","(_","\"","A",".","y","\"_",",_","\"","B",".","x","\"_",",_","src","\\u","indices_","=_","[_","1_",",_","4_",",_","5_","]_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","prob_","._","setup_","(_","check_","=_","False_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","except_","Exception_","as_","err_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","assert","True_","(_","\"'","B",".","x","'"," ","src","\\u","indice","s"," ","contain","s"," ","an"," ","index"," ","(","5",")"," ","tha","t"," ","exceed","s"," ","the"," ","bound","s"," ","\"_","\\u\\u\\uNL\\u\\u\\u_","\"","of"," ","source"," ","variab","le"," ","'","A",".","y","'"," ","of"," ","size"," ","5",".\"_","in_","str_","(_","err_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","fail_","(_","\"","Except","ion"," ","expected","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Test","Problem_","(_","unittest_","._","Test","Case_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","test\\u","check","\\u","parall","el","\\u","deriv","s_","(_","self_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","prob_","=_","Problem_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","root_","=_","prob_","._","root_","=_","Group_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","root_","._","add_","(_","'","p1","'_",",_","Inde","p","Var","Comp_","(_","'","a","'_",",_","1.0_",")_",",_","promote","s_","=_","[_","'*'_","]_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","root_","._","add_","(_","'","p2","'_",",_","Inde","p","Var","Comp_","(_","'","b","'_",",_","1.0_",")_",",_","promote","s_","=_","[_","'*'_","]_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","sub","1_","=_","root_","._","add_","(_","'","sub","1","'_",",_","Group_","(_",")_",",_","promote","s_","=_","[_","'*'_","]_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","sub","1_","._","ln","\\u","solver_","=_","Linea","r","Gau","ss","Sei","del_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","sub","2_","=_","sub","1_","._","add_","(_","'","sub","2","'_",",_","Group_","(_",")_",",_","promote","s_","=_","[_","'*'_","]_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","sub","2_","._","add_","(_","'","comp","'_",",_","Exe","c","Comp_","(_","[_","'","x"," ","="," ","2.0","*","a"," ","+"," ","3.0","*","b","'_",",_","'","y","=","4.0","*","a"," ","-"," ","1.0","*","b","'_","]_",")_",",_","promote","s_","=_","[_","'*'_","]_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","sub","2_","._","ln","\\u","solver_","=_","Linea","r","Gau","ss","Sei","del_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","root_","._","ln","\\u","solver_","._","options_","[_","'","mode","'_","]_","=_","'","fw","d","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","sub","1_","._","ln","\\u","solver_","._","options_","[_","'","mode","'_","]_","=_","'","fw","d","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","sub","2_","._","ln","\\u","solver_","._","options_","[_","'","mode","'_","]_","=_","'","fw","d","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","prob_","._","setup_","(_","check_","=_","False_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","prob_","._","run_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","root_","._","ln","\\u","solver_","=_","Linea","r","Gau","ss","Sei","del_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","root_","._","ln","\\u","solver_","._","options_","[_","'","single","\\u","voi","\\u","relevance","\\u","reduc","tion","'_","]_","=_","True_","\\u\\u\\uNEWLINE\\u\\u\\u_","prob_","._","driver_","._","add","\\u","des","var_","(_","'","p1",".","a","'_",",_","1.0_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","prob_","._","driver_","._","add","\\u","constraint_","(_","'","x","'_",",_","upper_","=_","0.0_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","prob_","._","driver_","._","add","\\u","constraint_","(_","'","y","'_",",_","upper_","=_","0.0_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","with_","warnings_","._","catch","\\u","warnings_","(_","record_","=_","True_",")_","as_","w_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","if_","not_","MPI_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","suppress"," ","warn","ing"," ","abo","ut"," ","not"," ","runn","ing"," ","under"," ","MPI_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","warnings_","._","simplefilter_","(_","\"","ignore","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","prob_","._","driver_","._","parall","el","\\u","deriv","s_","(_","[_","'","x","'_",",_","'","y","'_","]_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","root_","._","ln","\\u","solver_","._","options_","[_","'","mode","'_","]_","=_","'","rev","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","sub","1_","._","ln","\\u","solver_","._","options_","[_","'","mode","'_","]_","=_","'","rev","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","prob_","._","\\u","setup","\\u","errors_","=_","[_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","mode_","=_","prob_","._","\\u","check","\\u","for","\\u","parall","el","\\u","deriv","s_","(_","[_","'","a","'_","]_",",_","[_","'","x","'_","]_",",_","True_",",_","False_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","msg_","=_","\"","Group"," ","'","sub","2","'"," ","has"," ","mode"," ","'","fw","d","'"," ","but"," ","the"," ","root"," ","group"," ","has"," ","mode"," ","'","rev","'."," ","Mode","s"," ","must"," ","match"," ","to"," ","use"," ","parall","el"," ","deriv","ative"," ","group","s",".\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","True_","(_","msg_","in_","prob_","._","\\u","setup","\\u","errors_","[_","0_","]_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","sub","1_","._","ln","\\u","solver_","._","options_","[_","'","mode","'_","]_","=_","'","fw","d","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","sub","2_","._","ln","\\u","solver_","._","options_","[_","'","mode","'_","]_","=_","'","rev","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","prob_","._","\\u","setup","\\u","errors_","=_","[_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","mode_","=_","prob_","._","\\u","check","\\u","for","\\u","parall","el","\\u","deriv","s_","(_","[_","'","a","'_","]_",",_","[_","'","x","'_","]_",",_","True_",",_","False_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","msg_","=_","\"","Group"," ","'","sub","1","'"," ","has"," ","mode"," ","'","fw","d","'"," ","but"," ","the"," ","root"," ","group"," ","has"," ","mode"," ","'","rev","'."," ","Mode","s"," ","must"," ","match"," ","to"," ","use"," ","parall","el"," ","deriv","ative"," ","group","s",".\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","True_","(_","msg_","in_","prob_","._","\\u","setup","\\u","errors_","[_","0_","]_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","sub","1_","._","ln","\\u","solver_","._","options_","[_","'","mode","'_","]_","=_","'","rev","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","mode_","=_","prob_","._","\\u","check","\\u","for","\\u","parall","el","\\u","deriv","s_","(_","[_","'","a","'_","]_",",_","[_","'","x","'_","]_",",_","True_",",_","False_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_"],"string":"[\n \"[CLS]_\",\n \"Variable_\",\n \"defined_\",\n \"multiple_\",\n \"times_\",\n \"[SEP]_\",\n \"class_\",\n \"Test\",\n \"Problem_\",\n \"(_\",\n \"unittest_\",\n \"._\",\n \"Test\",\n \"Case_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"test\\\\u\",\n \"check\",\n \"\\\\u\",\n \"promote\",\n \"s_\",\n \"(_\",\n \"self_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"verify\",\n \" \",\n \"we\",\n \" \",\n \"get\",\n \" \",\n \"an\",\n \" \",\n \"error\",\n \" \",\n \"at\",\n \" \",\n \"setup\",\n \" \",\n \"time\",\n \" \",\n \"if\",\n \" \",\n \"we\",\n \" \",\n \"have\",\n \" \",\n \"promote\",\n \"d\",\n \" \",\n \"a\",\n \" \",\n \"var\",\n \" \",\n \"tha\",\n \"t\",\n \" \",\n \"doe\",\n \"sn\",\n \"'\",\n \"t\",\n \" \",\n \"exist_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"valid\",\n \" \",\n \"case\",\n \",\",\n \" \",\n \"no\",\n \" \",\n \"error_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"prob_\",\n \"=_\",\n \"Problem_\",\n \"(_\",\n \"Group_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"G_\",\n \"=_\",\n \"prob_\",\n \"._\",\n \"root_\",\n \"._\",\n \"add_\",\n \"(_\",\n \"'\",\n \"G\",\n \"'_\",\n \",_\",\n \"Group_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"C_\",\n \"=_\",\n \"G_\",\n \"._\",\n \"add_\",\n \"(_\",\n \"'\",\n \"C\",\n \"'_\",\n \",_\",\n \"Simple\",\n \"Comp_\",\n \"(_\",\n \")_\",\n \",_\",\n \"promote\",\n \"s_\",\n \"=_\",\n \"[_\",\n \"'\",\n \"x\",\n \"*'_\",\n \",_\",\n \"'\",\n \"y\",\n \"'_\",\n \"]_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"ignore\",\n \" \",\n \"warn\",\n \"ing\",\n \" \",\n \"abo\",\n \"ut\",\n \" \",\n \"the\",\n \" \",\n \"uncon\",\n \"nect\",\n \"ed\",\n \" \",\n \"param_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"with_\",\n \"warnings_\",\n \"._\",\n \"catch\",\n \"\\\\u\",\n \"warnings_\",\n \"(_\",\n \"record_\",\n \"=_\",\n \"True_\",\n \")_\",\n \"as_\",\n \"w_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"warnings_\",\n \"._\",\n \"simplefilter_\",\n \"(_\",\n \"\\\"\",\n \"ignore\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"prob_\",\n \"._\",\n \"setup_\",\n \"(_\",\n \"check_\",\n \"=_\",\n \"False_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"promo\",\n \"ting\",\n \" \",\n \"a\",\n \" \",\n \"non\",\n \"-\",\n \"existen\",\n \"t\",\n \" \",\n \"variab\",\n \"le\",\n \" \",\n \"shou\",\n \"ld\",\n \" \",\n \"throw\",\n \" \",\n \"an\",\n \" \",\n \"error_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"prob_\",\n \"=_\",\n \"Problem_\",\n \"(_\",\n \"Group_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"G_\",\n \"=_\",\n \"prob_\",\n \"._\",\n \"root_\",\n \"._\",\n \"add_\",\n \"(_\",\n \"'\",\n \"G\",\n \"'_\",\n \",_\",\n \"Group_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"C_\",\n \"=_\",\n \"G_\",\n \"._\",\n \"add_\",\n \"(_\",\n \"'\",\n \"C\",\n \"'_\",\n \",_\",\n \"Simple\",\n \"Comp_\",\n \"(_\",\n \")_\",\n \",_\",\n \"promote\",\n \"s_\",\n \"=_\",\n \"[_\",\n \"'\",\n \"spoo\",\n \"n\",\n \"'_\",\n \"]_\",\n \")_\",\n \"#\",\n \" \",\n \"there\",\n \" \",\n \"is\",\n \" \",\n \"no\",\n \" \",\n \"spoo\",\n \"n_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"prob_\",\n \"._\",\n \"setup_\",\n \"(_\",\n \"check_\",\n \"=_\",\n \"False_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"except_\",\n \"Exception_\",\n \"as_\",\n \"error_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"msg_\",\n \"=_\",\n \"\\\"'\",\n \"G\",\n \".\",\n \"C\",\n \"'\",\n \" \",\n \"promote\",\n \"s\",\n \" \",\n \"'\",\n \"spoo\",\n \"n\",\n \"'\",\n \" \",\n \"but\",\n \" \",\n \"has\",\n \" \",\n \"no\",\n \" \",\n \"variab\",\n \"les\",\n \" \",\n \"matchi\",\n \"ng\",\n \" \",\n \"tha\",\n \"t\",\n \" \",\n \"specifica\",\n \"tion\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Equal_\",\n \"(_\",\n \"text\",\n \"\\\\u\",\n \"type_\",\n \"(_\",\n \"error_\",\n \")_\",\n \",_\",\n \"msg_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"fail_\",\n \"(_\",\n \"\\\"\",\n \"Error\",\n \" \",\n \"expected\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"promo\",\n \"ting\",\n \" \",\n \"a\",\n \" \",\n \"pattern\",\n \" \",\n \"with\",\n \" \",\n \"no\",\n \" \",\n \"matche\",\n \"s\",\n \" \",\n \"shou\",\n \"ld\",\n \" \",\n \"throw\",\n \" \",\n \"an\",\n \" \",\n \"error_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"prob_\",\n \"=_\",\n \"Problem_\",\n \"(_\",\n \"Group_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"G_\",\n \"=_\",\n \"prob_\",\n \"._\",\n \"root_\",\n \"._\",\n \"add_\",\n \"(_\",\n \"'\",\n \"G\",\n \"'_\",\n \",_\",\n \"Group_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"P_\",\n \"=_\",\n \"G_\",\n \"._\",\n \"add_\",\n \"(_\",\n \"'\",\n \"P\",\n \"'_\",\n \",_\",\n \"Inde\",\n \"p\",\n \"Var\",\n \"Comp_\",\n \"(_\",\n \"'\",\n \"x\",\n \"'_\",\n \",_\",\n \"5._\",\n \")_\",\n \",_\",\n \"promote\",\n \"s_\",\n \"=_\",\n \"[_\",\n \"'\",\n \"a\",\n \"*'_\",\n \"]_\",\n \")_\",\n \"#\",\n \" \",\n \"there\",\n \" \",\n \"is\",\n \" \",\n \"no\",\n \" \",\n \"match_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"prob_\",\n \"._\",\n \"setup_\",\n \"(_\",\n \"check_\",\n \"=_\",\n \"False_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"except_\",\n \"Exception_\",\n \"as_\",\n \"error_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"msg_\",\n \"=_\",\n \"\\\"'\",\n \"G\",\n \".\",\n \"P\",\n \"'\",\n \" \",\n \"promote\",\n \"s\",\n \" \",\n \"'\",\n \"a\",\n \"*'\",\n \" \",\n \"but\",\n \" \",\n \"has\",\n \" \",\n \"no\",\n \" \",\n \"variab\",\n \"les\",\n \" \",\n \"matchi\",\n \"ng\",\n \" \",\n \"tha\",\n \"t\",\n \" \",\n \"specifica\",\n \"tion\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Equal_\",\n \"(_\",\n \"text\",\n \"\\\\u\",\n \"type_\",\n \"(_\",\n \"error_\",\n \")_\",\n \",_\",\n \"msg_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"fail_\",\n \"(_\",\n \"\\\"\",\n \"Error\",\n \" \",\n \"expected\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Test\",\n \"Problem_\",\n \"(_\",\n \"unittest_\",\n \"._\",\n \"Test\",\n \"Case_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"test\\\\u\",\n \"src\",\n \"\\\\u\",\n \"idx\",\n \"\\\\u\",\n \"gt\",\n \"\\\\u\",\n \"src\",\n \"\\\\u\",\n \"size_\",\n \"(_\",\n \"self_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"class_\",\n \"A_\",\n \"(_\",\n \"Component_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"def_\",\n \"\\\\u\\\\u\",\n \"init\\\\u\\\\u_\",\n \"(_\",\n \"self_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"super_\",\n \"(_\",\n \"A_\",\n \",_\",\n \"self_\",\n \")_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"init\\\\u\\\\u_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"state_\",\n \"(_\",\n \"'\",\n \"y\",\n \"'_\",\n \",_\",\n \"np_\",\n \"._\",\n \"zeros_\",\n \"(_\",\n \"(_\",\n \"2_\",\n \",_\",\n \")_\",\n \")_\",\n \",_\",\n \"shape_\",\n \"=_\",\n \"(_\",\n \"2_\",\n \",_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"class_\",\n \"B_\",\n \"(_\",\n \"Component_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"def_\",\n \"\\\\u\\\\u\",\n \"init\\\\u\\\\u_\",\n \"(_\",\n \"self_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"super_\",\n \"(_\",\n \"B_\",\n \",_\",\n \"self_\",\n \")_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"init\\\\u\\\\u_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"param_\",\n \"(_\",\n \"'\",\n \"x\",\n \"'_\",\n \",_\",\n \"np_\",\n \"._\",\n \"zeros_\",\n \"(_\",\n \"(_\",\n \"3_\",\n \",_\",\n \")_\",\n \")_\",\n \",_\",\n \"shape_\",\n \"=_\",\n \"(_\",\n \"3_\",\n \",_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"src\",\n \"\\\\u\",\n \"indice\",\n \"s\",\n \" \",\n \"large\",\n \"r\",\n \" \",\n \"than\",\n \" \",\n \"src_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"prob_\",\n \"=_\",\n \"Problem_\",\n \"(_\",\n \"root_\",\n \"=_\",\n \"Group_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"prob_\",\n \"._\",\n \"root_\",\n \"._\",\n \"add_\",\n \"(_\",\n \"\\\"\",\n \"A\",\n \"\\\"_\",\n \",_\",\n \"A_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"prob_\",\n \"._\",\n \"root_\",\n \"._\",\n \"add_\",\n \"(_\",\n \"\\\"\",\n \"B\",\n \"\\\"_\",\n \",_\",\n \"B_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"prob_\",\n \"._\",\n \"root_\",\n \"._\",\n \"connect_\",\n \"(_\",\n \"\\\"\",\n \"A\",\n \".\",\n \"y\",\n \"\\\"_\",\n \",_\",\n \"\\\"\",\n \"B\",\n \".\",\n \"x\",\n \"\\\"_\",\n \",_\",\n \"src\",\n \"\\\\u\",\n \"indices_\",\n \"=_\",\n \"[_\",\n \"1_\",\n \",_\",\n \"4_\",\n \",_\",\n \"2_\",\n \"]_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"prob_\",\n \"._\",\n \"setup_\",\n \"(_\",\n \"check_\",\n \"=_\",\n \"False_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"except_\",\n \"Exception_\",\n \"as_\",\n \"err_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Equal_\",\n \"(_\",\n \"str_\",\n \"(_\",\n \"err_\",\n \")_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\"'\",\n \"B\",\n \".\",\n \"x\",\n \"'\",\n \" \",\n \"src\",\n \"\\\\u\",\n \"indice\",\n \"s\",\n \" \",\n \"contain\",\n \"s\",\n \" \",\n \"an\",\n \" \",\n \"index\",\n \" \",\n \"(\",\n \"4\",\n \")\",\n \" \",\n \"tha\",\n \"t\",\n \" \",\n \"exceed\",\n \"s\",\n \" \",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\"\",\n \"the\",\n \" \",\n \"bound\",\n \"s\",\n \" \",\n \"of\",\n \" \",\n \"source\",\n \" \",\n \"variab\",\n \"le\",\n \" \",\n \"'\",\n \"A\",\n \".\",\n \"y\",\n \"'\",\n \" \",\n \"of\",\n \" \",\n \"size\",\n \" \",\n \"2\",\n \".\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"fail_\",\n \"(_\",\n \"\\\"\",\n \"Except\",\n \"ion\",\n \" \",\n \"expected\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Test\",\n \"Problem_\",\n \"(_\",\n \"unittest_\",\n \"._\",\n \"Test\",\n \"Case_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"test\\\\u\",\n \"src\",\n \"\\\\u\",\n \"idx\",\n \"\\\\u\",\n \"gt\",\n \"\\\\u\",\n \"src\",\n \"\\\\u\",\n \"size_\",\n \"(_\",\n \"self_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"class_\",\n \"A_\",\n \"(_\",\n \"Component_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"def_\",\n \"\\\\u\\\\u\",\n \"init\\\\u\\\\u_\",\n \"(_\",\n \"self_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"super_\",\n \"(_\",\n \"A_\",\n \",_\",\n \"self_\",\n \")_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"init\\\\u\\\\u_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"output_\",\n \"(_\",\n \"'\",\n \"y\",\n \"'_\",\n \",_\",\n \"np_\",\n \"._\",\n \"zeros_\",\n \"(_\",\n \"(_\",\n \"5_\",\n \",_\",\n \")_\",\n \")_\",\n \",_\",\n \"shape_\",\n \"=_\",\n \"(_\",\n \"5_\",\n \",_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"class_\",\n \"B_\",\n \"(_\",\n \"Component_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"def_\",\n \"\\\\u\\\\u\",\n \"init\\\\u\\\\u_\",\n \"(_\",\n \"self_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"super_\",\n \"(_\",\n \"B_\",\n \",_\",\n \"self_\",\n \")_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"init\\\\u\\\\u_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"param_\",\n \"(_\",\n \"'\",\n \"x\",\n \"'_\",\n \",_\",\n \"np_\",\n \"._\",\n \"zeros_\",\n \"(_\",\n \"(_\",\n \"3_\",\n \",_\",\n \")_\",\n \")_\",\n \",_\",\n \"shape_\",\n \"=_\",\n \"(_\",\n \"3_\",\n \",_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"src\",\n \"\\\\u\",\n \"indice\",\n \"s\",\n \" \",\n \"large\",\n \"r\",\n \" \",\n \"than\",\n \" \",\n \"src_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"prob_\",\n \"=_\",\n \"Problem_\",\n \"(_\",\n \"root_\",\n \"=_\",\n \"Group_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"prob_\",\n \"._\",\n \"root_\",\n \"._\",\n \"add_\",\n \"(_\",\n \"\\\"\",\n \"A\",\n \"\\\"_\",\n \",_\",\n \"A_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"prob_\",\n \"._\",\n \"root_\",\n \"._\",\n \"add_\",\n \"(_\",\n \"\\\"\",\n \"B\",\n \"\\\"_\",\n \",_\",\n \"B_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"prob_\",\n \"._\",\n \"root_\",\n \"._\",\n \"connect_\",\n \"(_\",\n \"\\\"\",\n \"A\",\n \".\",\n \"y\",\n \"\\\"_\",\n \",_\",\n \"\\\"\",\n \"B\",\n \".\",\n \"x\",\n \"\\\"_\",\n \",_\",\n \"src\",\n \"\\\\u\",\n \"indices_\",\n \"=_\",\n \"[_\",\n \"1_\",\n \",_\",\n \"4_\",\n \",_\",\n \"5_\",\n \"]_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"prob_\",\n \"._\",\n \"setup_\",\n \"(_\",\n \"check_\",\n \"=_\",\n \"False_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"except_\",\n \"Exception_\",\n \"as_\",\n \"err_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"\\\"'\",\n \"B\",\n \".\",\n \"x\",\n \"'\",\n \" \",\n \"src\",\n \"\\\\u\",\n \"indice\",\n \"s\",\n \" \",\n \"contain\",\n \"s\",\n \" \",\n \"an\",\n \" \",\n \"index\",\n \" \",\n \"(\",\n \"5\",\n \")\",\n \" \",\n \"tha\",\n \"t\",\n \" \",\n \"exceed\",\n \"s\",\n \" \",\n \"the\",\n \" \",\n \"bound\",\n \"s\",\n \" \",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\"\",\n \"of\",\n \" \",\n \"source\",\n \" \",\n \"variab\",\n \"le\",\n \" \",\n \"'\",\n \"A\",\n \".\",\n \"y\",\n \"'\",\n \" \",\n \"of\",\n \" \",\n \"size\",\n \" \",\n \"5\",\n \".\\\"_\",\n \"in_\",\n \"str_\",\n \"(_\",\n \"err_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"fail_\",\n \"(_\",\n \"\\\"\",\n \"Except\",\n \"ion\",\n \" \",\n \"expected\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Test\",\n \"Problem_\",\n \"(_\",\n \"unittest_\",\n \"._\",\n \"Test\",\n \"Case_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"test\\\\u\",\n \"check\",\n \"\\\\u\",\n \"parall\",\n \"el\",\n \"\\\\u\",\n \"deriv\",\n \"s_\",\n \"(_\",\n \"self_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"prob_\",\n \"=_\",\n \"Problem_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"root_\",\n \"=_\",\n \"prob_\",\n \"._\",\n \"root_\",\n \"=_\",\n \"Group_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"root_\",\n \"._\",\n \"add_\",\n \"(_\",\n \"'\",\n \"p1\",\n \"'_\",\n \",_\",\n \"Inde\",\n \"p\",\n \"Var\",\n \"Comp_\",\n \"(_\",\n \"'\",\n \"a\",\n \"'_\",\n \",_\",\n \"1.0_\",\n \")_\",\n \",_\",\n \"promote\",\n \"s_\",\n \"=_\",\n \"[_\",\n \"'*'_\",\n \"]_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"root_\",\n \"._\",\n \"add_\",\n \"(_\",\n \"'\",\n \"p2\",\n \"'_\",\n \",_\",\n \"Inde\",\n \"p\",\n \"Var\",\n \"Comp_\",\n \"(_\",\n \"'\",\n \"b\",\n \"'_\",\n \",_\",\n \"1.0_\",\n \")_\",\n \",_\",\n \"promote\",\n \"s_\",\n \"=_\",\n \"[_\",\n \"'*'_\",\n \"]_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"sub\",\n \"1_\",\n \"=_\",\n \"root_\",\n \"._\",\n \"add_\",\n \"(_\",\n \"'\",\n \"sub\",\n \"1\",\n \"'_\",\n \",_\",\n \"Group_\",\n \"(_\",\n \")_\",\n \",_\",\n \"promote\",\n \"s_\",\n \"=_\",\n \"[_\",\n \"'*'_\",\n \"]_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"sub\",\n \"1_\",\n \"._\",\n \"ln\",\n \"\\\\u\",\n \"solver_\",\n \"=_\",\n \"Linea\",\n \"r\",\n \"Gau\",\n \"ss\",\n \"Sei\",\n \"del_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"sub\",\n \"2_\",\n \"=_\",\n \"sub\",\n \"1_\",\n \"._\",\n \"add_\",\n \"(_\",\n \"'\",\n \"sub\",\n \"2\",\n \"'_\",\n \",_\",\n \"Group_\",\n \"(_\",\n \")_\",\n \",_\",\n \"promote\",\n \"s_\",\n \"=_\",\n \"[_\",\n \"'*'_\",\n \"]_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"sub\",\n \"2_\",\n \"._\",\n \"add_\",\n \"(_\",\n \"'\",\n \"comp\",\n \"'_\",\n \",_\",\n \"Exe\",\n \"c\",\n \"Comp_\",\n \"(_\",\n \"[_\",\n \"'\",\n \"x\",\n \" \",\n \"=\",\n \" \",\n \"2.0\",\n \"*\",\n \"a\",\n \" \",\n \"+\",\n \" \",\n \"3.0\",\n \"*\",\n \"b\",\n \"'_\",\n \",_\",\n \"'\",\n \"y\",\n \"=\",\n \"4.0\",\n \"*\",\n \"a\",\n \" \",\n \"-\",\n \" \",\n \"1.0\",\n \"*\",\n \"b\",\n \"'_\",\n \"]_\",\n \")_\",\n \",_\",\n \"promote\",\n \"s_\",\n \"=_\",\n \"[_\",\n \"'*'_\",\n \"]_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"sub\",\n \"2_\",\n \"._\",\n \"ln\",\n \"\\\\u\",\n \"solver_\",\n \"=_\",\n \"Linea\",\n \"r\",\n \"Gau\",\n \"ss\",\n \"Sei\",\n \"del_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"root_\",\n \"._\",\n \"ln\",\n \"\\\\u\",\n \"solver_\",\n \"._\",\n \"options_\",\n \"[_\",\n \"'\",\n \"mode\",\n \"'_\",\n \"]_\",\n \"=_\",\n \"'\",\n \"fw\",\n \"d\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"sub\",\n \"1_\",\n \"._\",\n \"ln\",\n \"\\\\u\",\n \"solver_\",\n \"._\",\n \"options_\",\n \"[_\",\n \"'\",\n \"mode\",\n \"'_\",\n \"]_\",\n \"=_\",\n \"'\",\n \"fw\",\n \"d\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"sub\",\n \"2_\",\n \"._\",\n \"ln\",\n \"\\\\u\",\n \"solver_\",\n \"._\",\n \"options_\",\n \"[_\",\n \"'\",\n \"mode\",\n \"'_\",\n \"]_\",\n \"=_\",\n \"'\",\n \"fw\",\n \"d\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"prob_\",\n \"._\",\n \"setup_\",\n \"(_\",\n \"check_\",\n \"=_\",\n \"False_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"prob_\",\n \"._\",\n \"run_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"root_\",\n \"._\",\n \"ln\",\n \"\\\\u\",\n \"solver_\",\n \"=_\",\n \"Linea\",\n \"r\",\n \"Gau\",\n \"ss\",\n \"Sei\",\n \"del_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"root_\",\n \"._\",\n \"ln\",\n \"\\\\u\",\n \"solver_\",\n \"._\",\n \"options_\",\n \"[_\",\n \"'\",\n \"single\",\n \"\\\\u\",\n \"voi\",\n \"\\\\u\",\n \"relevance\",\n \"\\\\u\",\n \"reduc\",\n \"tion\",\n \"'_\",\n \"]_\",\n \"=_\",\n \"True_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"prob_\",\n \"._\",\n \"driver_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"des\",\n \"var_\",\n \"(_\",\n \"'\",\n \"p1\",\n \".\",\n \"a\",\n \"'_\",\n \",_\",\n \"1.0_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"prob_\",\n \"._\",\n \"driver_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"constraint_\",\n \"(_\",\n \"'\",\n \"x\",\n \"'_\",\n \",_\",\n \"upper_\",\n \"=_\",\n \"0.0_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"prob_\",\n \"._\",\n \"driver_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"constraint_\",\n \"(_\",\n \"'\",\n \"y\",\n \"'_\",\n \",_\",\n \"upper_\",\n \"=_\",\n \"0.0_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"with_\",\n \"warnings_\",\n \"._\",\n \"catch\",\n \"\\\\u\",\n \"warnings_\",\n \"(_\",\n \"record_\",\n \"=_\",\n \"True_\",\n \")_\",\n \"as_\",\n \"w_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"if_\",\n \"not_\",\n \"MPI_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"suppress\",\n \" \",\n \"warn\",\n \"ing\",\n \" \",\n \"abo\",\n \"ut\",\n \" \",\n \"not\",\n \" \",\n \"runn\",\n \"ing\",\n \" \",\n \"under\",\n \" \",\n \"MPI_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"warnings_\",\n \"._\",\n \"simplefilter_\",\n \"(_\",\n \"\\\"\",\n \"ignore\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"prob_\",\n \"._\",\n \"driver_\",\n \"._\",\n \"parall\",\n \"el\",\n \"\\\\u\",\n \"deriv\",\n \"s_\",\n \"(_\",\n \"[_\",\n \"'\",\n \"x\",\n \"'_\",\n \",_\",\n \"'\",\n \"y\",\n \"'_\",\n \"]_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"root_\",\n \"._\",\n \"ln\",\n \"\\\\u\",\n \"solver_\",\n \"._\",\n \"options_\",\n \"[_\",\n \"'\",\n \"mode\",\n \"'_\",\n \"]_\",\n \"=_\",\n \"'\",\n \"rev\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"sub\",\n \"1_\",\n \"._\",\n \"ln\",\n \"\\\\u\",\n \"solver_\",\n \"._\",\n \"options_\",\n \"[_\",\n \"'\",\n \"mode\",\n \"'_\",\n \"]_\",\n \"=_\",\n \"'\",\n \"rev\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"prob_\",\n \"._\",\n \"\\\\u\",\n \"setup\",\n \"\\\\u\",\n \"errors_\",\n \"=_\",\n \"[_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mode_\",\n \"=_\",\n \"prob_\",\n \"._\",\n \"\\\\u\",\n \"check\",\n \"\\\\u\",\n \"for\",\n \"\\\\u\",\n \"parall\",\n \"el\",\n \"\\\\u\",\n \"deriv\",\n \"s_\",\n \"(_\",\n \"[_\",\n \"'\",\n \"a\",\n \"'_\",\n \"]_\",\n \",_\",\n \"[_\",\n \"'\",\n \"x\",\n \"'_\",\n \"]_\",\n \",_\",\n \"True_\",\n \",_\",\n \"False_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"msg_\",\n \"=_\",\n \"\\\"\",\n \"Group\",\n \" \",\n \"'\",\n \"sub\",\n \"2\",\n \"'\",\n \" \",\n \"has\",\n \" \",\n \"mode\",\n \" \",\n \"'\",\n \"fw\",\n \"d\",\n \"'\",\n \" \",\n \"but\",\n \" \",\n \"the\",\n \" \",\n \"root\",\n \" \",\n \"group\",\n \" \",\n \"has\",\n \" \",\n \"mode\",\n \" \",\n \"'\",\n \"rev\",\n \"'.\",\n \" \",\n \"Mode\",\n \"s\",\n \" \",\n \"must\",\n \" \",\n \"match\",\n \" \",\n \"to\",\n \" \",\n \"use\",\n \" \",\n \"parall\",\n \"el\",\n \" \",\n \"deriv\",\n \"ative\",\n \" \",\n \"group\",\n \"s\",\n \".\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"msg_\",\n \"in_\",\n \"prob_\",\n \"._\",\n \"\\\\u\",\n \"setup\",\n \"\\\\u\",\n \"errors_\",\n \"[_\",\n \"0_\",\n \"]_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"sub\",\n \"1_\",\n \"._\",\n \"ln\",\n \"\\\\u\",\n \"solver_\",\n \"._\",\n \"options_\",\n \"[_\",\n \"'\",\n \"mode\",\n \"'_\",\n \"]_\",\n \"=_\",\n \"'\",\n \"fw\",\n \"d\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"sub\",\n \"2_\",\n \"._\",\n \"ln\",\n \"\\\\u\",\n \"solver_\",\n \"._\",\n \"options_\",\n \"[_\",\n \"'\",\n \"mode\",\n \"'_\",\n \"]_\",\n \"=_\",\n \"'\",\n \"rev\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"prob_\",\n \"._\",\n \"\\\\u\",\n \"setup\",\n \"\\\\u\",\n \"errors_\",\n \"=_\",\n \"[_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mode_\",\n \"=_\",\n \"prob_\",\n \"._\",\n \"\\\\u\",\n \"check\",\n \"\\\\u\",\n \"for\",\n \"\\\\u\",\n \"parall\",\n \"el\",\n \"\\\\u\",\n \"deriv\",\n \"s_\",\n \"(_\",\n \"[_\",\n \"'\",\n \"a\",\n \"'_\",\n \"]_\",\n \",_\",\n \"[_\",\n \"'\",\n \"x\",\n \"'_\",\n \"]_\",\n \",_\",\n \"True_\",\n \",_\",\n \"False_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"msg_\",\n \"=_\",\n \"\\\"\",\n \"Group\",\n \" \",\n \"'\",\n \"sub\",\n \"1\",\n \"'\",\n \" \",\n \"has\",\n \" \",\n \"mode\",\n \" \",\n \"'\",\n \"fw\",\n \"d\",\n \"'\",\n \" \",\n \"but\",\n \" \",\n \"the\",\n \" \",\n \"root\",\n \" \",\n \"group\",\n \" \",\n \"has\",\n \" \",\n \"mode\",\n \" \",\n \"'\",\n \"rev\",\n \"'.\",\n \" \",\n \"Mode\",\n \"s\",\n \" \",\n \"must\",\n \" \",\n \"match\",\n \" \",\n \"to\",\n \" \",\n \"use\",\n \" \",\n \"parall\",\n \"el\",\n \" \",\n \"deriv\",\n \"ative\",\n \" \",\n \"group\",\n \"s\",\n \".\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"msg_\",\n \"in_\",\n \"prob_\",\n \"._\",\n \"\\\\u\",\n \"setup\",\n \"\\\\u\",\n \"errors_\",\n \"[_\",\n \"0_\",\n \"]_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"sub\",\n \"1_\",\n \"._\",\n \"ln\",\n \"\\\\u\",\n \"solver_\",\n \"._\",\n \"options_\",\n \"[_\",\n \"'\",\n \"mode\",\n \"'_\",\n \"]_\",\n \"=_\",\n \"'\",\n \"rev\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mode_\",\n \"=_\",\n \"prob_\",\n \"._\",\n \"\\\\u\",\n \"check\",\n \"\\\\u\",\n \"for\",\n \"\\\\u\",\n \"parall\",\n \"el\",\n \"\\\\u\",\n \"deriv\",\n \"s_\",\n \"(_\",\n \"[_\",\n \"'\",\n \"a\",\n \"'_\",\n \"]_\",\n \",_\",\n \"[_\",\n \"'\",\n \"x\",\n \"'_\",\n \"]_\",\n \",_\",\n \"True_\",\n \",_\",\n \"False_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\"\n]","isConversational":false},"label_sequence":{"kind":"list like","value":[4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],"string":"[\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 3,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 3,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2\n]","isConversational":false}}},{"rowIdx":188,"cells":{"query_name":{"kind":"string","value":"Unused import"},"code_file_path":{"kind":"string","value":"flags/Reactor-3/alife/alife_surrender.py"},"context_blocks":{"kind":"list like","value":[{"content":"from globals import *\n\nimport life as lfe\n\nimport judgement\nimport numbers\nimport speech\nimport brain\nimport stats\n\nimport logging\n\nSTATE = 'surrender'\nTIER = TIER_SUBMIT\n\nSTATE_ICONS[STATE] = chr(25)\n\n\n","metadata":"root","header":"['module', '___EOS___']","index":0},{"content":"def conditions(life, alife_seen, alife_not_seen, targets_seen, targets_not_seen, source_map):\n\tRETURN_VALUE = STATE_UNCHANGED\n\t\n\tif not lfe.execute_raw(life, 'state', 'surrender'):\n\t\treturn False\n\n\tif not life['state'] == STATE:\n\t\tlfe.stop(life)\n\t\tlfe.say(life, '@n gives up.', action=True)\n\t\t\n\t\tRETURN_VALUE = STATE_CHANGE\n\t\n\treturn RETURN_VALUE","metadata":"root.conditions","header":"['module', '___EOS___']","index":17},{"content":"def tick(life, alife_seen, alife_not_seen, targets_seen, targets_not_seen, source_map):\n\tif lfe.ticker(life, 'call_for_help', 160, fire=True):\n\t\t_target = judgement.get_nearest_threat(life)\n\t\t_knows = brain.knows_alife_by_id(life, _target)\n\t\tif _target and judgement.get_nearest_trusted_target(life):\n\t\t\tif _knows:\n\t\t\t\tspeech.announce(life, 'attacked_by_hostile', public=True, target_id=_target, last_seen_at=_knows['last_seen_at'])\n\t\t\telse:\n\t\t\t\tspeech.announce(life, 'attacked_by_hostile', public=True, target_id=_target)","metadata":"root.tick","header":"['module', '___EOS___']","index":31}],"string":"[\n {\n \"content\": \"from globals import *\\n\\nimport life as lfe\\n\\nimport judgement\\nimport numbers\\nimport speech\\nimport brain\\nimport stats\\n\\nimport logging\\n\\nSTATE = 'surrender'\\nTIER = TIER_SUBMIT\\n\\nSTATE_ICONS[STATE] = chr(25)\\n\\n\\n\",\n \"metadata\": \"root\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 0\n },\n {\n \"content\": \"def conditions(life, alife_seen, alife_not_seen, targets_seen, targets_not_seen, source_map):\\n\\tRETURN_VALUE = STATE_UNCHANGED\\n\\t\\n\\tif not lfe.execute_raw(life, 'state', 'surrender'):\\n\\t\\treturn False\\n\\n\\tif not life['state'] == STATE:\\n\\t\\tlfe.stop(life)\\n\\t\\tlfe.say(life, '@n gives up.', action=True)\\n\\t\\t\\n\\t\\tRETURN_VALUE = STATE_CHANGE\\n\\t\\n\\treturn RETURN_VALUE\",\n \"metadata\": \"root.conditions\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 17\n },\n {\n \"content\": \"def tick(life, alife_seen, alife_not_seen, targets_seen, targets_not_seen, source_map):\\n\\tif lfe.ticker(life, 'call_for_help', 160, fire=True):\\n\\t\\t_target = judgement.get_nearest_threat(life)\\n\\t\\t_knows = brain.knows_alife_by_id(life, _target)\\n\\t\\tif _target and judgement.get_nearest_trusted_target(life):\\n\\t\\t\\tif _knows:\\n\\t\\t\\t\\tspeech.announce(life, 'attacked_by_hostile', public=True, target_id=_target, last_seen_at=_knows['last_seen_at'])\\n\\t\\t\\telse:\\n\\t\\t\\t\\tspeech.announce(life, 'attacked_by_hostile', public=True, target_id=_target)\",\n \"metadata\": \"root.tick\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 31\n }\n]","isConversational":false},"answer_spans":{"kind":"list like","value":[{"span":"import numbers","start_line":5,"start_column":0,"end_line":5,"end_column":14},{"span":"import stats","start_line":8,"start_column":0,"end_line":8,"end_column":12},{"span":"import logging","start_line":10,"start_column":0,"end_line":10,"end_column":14}],"string":"[\n {\n \"span\": \"import numbers\",\n \"start_line\": 5,\n \"start_column\": 0,\n \"end_line\": 5,\n \"end_column\": 14\n },\n {\n \"span\": \"import stats\",\n \"start_line\": 8,\n \"start_column\": 0,\n \"end_line\": 8,\n \"end_column\": 12\n },\n {\n \"span\": \"import logging\",\n \"start_line\": 10,\n \"start_column\": 0,\n \"end_line\": 10,\n \"end_column\": 14\n }\n]","isConversational":false},"supporting_fact_spans":{"kind":"list like","value":[],"string":"[]","isConversational":false},"example_type":{"kind":"number","value":1,"string":"1"},"single_hop":{"kind":"bool","value":false,"string":"false"},"subtokenized_input_sequence":{"kind":"list like","value":["[CLS]_","Un","used_","import_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","from_","globals_","import_","*_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","import_","life_","as_","lf","e_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","import_","judge","ment_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","numbers_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","speech_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","brain_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","stats_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","import_","logging_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","STATE_","=_","'","sur","render","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","TI","ER_","=_","TI","ER","\\u","SUBMIT","_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","STATE","\\u","ICON","S_","[_","STATE_","]_","=_","chr_","(_","25_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","def_","conditions_","(_","life_",",_","ali","fe","\\u","seen_",",_","ali","fe","\\u","not","\\u","seen_",",_","target","s","\\u","seen_",",_","target","s","\\u","not","\\u","seen_",",_","source","\\u","map_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","_","RETURN","\\u","VALUE_","=_","STATE","\\u","UNC","HAN","GED_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","if_","not_","lf","e_","._","execute","\\u","raw_","(_","life_",",_","'","state","'_",",_","'","sur","render","'_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","return_","False_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","not_","life_","[_","'","state","'_","]_","==_","STATE_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","lf","e_","._","stop_","(_","life_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","lf","e_","._","say_","(_","life_",",_","'@","n"," ","give","s"," ","up",".'_",",_","action_","=_","True_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","RETURN","\\u","VALUE_","=_","STATE","\\u","CHANGE","_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","return_","RETURN","\\u","VALUE_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","tick_","(_","life_",",_","ali","fe","\\u","seen_",",_","ali","fe","\\u","not","\\u","seen_",",_","target","s","\\u","seen_",",_","target","s","\\u","not","\\u","seen_",",_","source","\\u","map_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","_","if_","lf","e_","._","ticker_","(_","life_",",_","'","call","\\u","for","\\u","help","'_",",_","160_",",_","fire_","=_","True_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","\\u","target_","=_","judge","ment_","._","get","\\u","near","est","\\u","threat","_","(_","life_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u","knows","_","=_","brain_","._","knows","\\u","ali","fe","\\u","by","\\u","id_","(_","life_",",_","\\u","target_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","\\u","target_","and_","judge","ment_","._","get","\\u","near","est","\\u","trusted","\\u","target_","(_","life_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t\t_","if_","\\u","knows","_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t\t\t_","speech_","._","announce","_","(_","life_",",_","'","attac","ked","\\u","by","\\u","hosti","le","'_",",_","public_","=_","True_",",_","target","\\u","id_","=_","\\u","target_",",_","last","\\u","see","n","\\u","at_","=_","\\u","knows","_","[_","'","last","\\u","see","n","\\u","at","'_","]_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t\t\t_","speech_","._","announce","_","(_","life_",",_","'","attac","ked","\\u","by","\\u","hosti","le","'_",",_","public_","=_","True_",",_","target","\\u","id_","=_","\\u","target_",")_"],"string":"[\n \"[CLS]_\",\n \"Un\",\n \"used_\",\n \"import_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"globals_\",\n \"import_\",\n \"*_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"life_\",\n \"as_\",\n \"lf\",\n \"e_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"judge\",\n \"ment_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"numbers_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"speech_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"brain_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"stats_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"logging_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"STATE_\",\n \"=_\",\n \"'\",\n \"sur\",\n \"render\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"TI\",\n \"ER_\",\n \"=_\",\n \"TI\",\n \"ER\",\n \"\\\\u\",\n \"SUBMIT\",\n \"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"STATE\",\n \"\\\\u\",\n \"ICON\",\n \"S_\",\n \"[_\",\n \"STATE_\",\n \"]_\",\n \"=_\",\n \"chr_\",\n \"(_\",\n \"25_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"conditions_\",\n \"(_\",\n \"life_\",\n \",_\",\n \"ali\",\n \"fe\",\n \"\\\\u\",\n \"seen_\",\n \",_\",\n \"ali\",\n \"fe\",\n \"\\\\u\",\n \"not\",\n \"\\\\u\",\n \"seen_\",\n \",_\",\n \"target\",\n \"s\",\n \"\\\\u\",\n \"seen_\",\n \",_\",\n \"target\",\n \"s\",\n \"\\\\u\",\n \"not\",\n \"\\\\u\",\n \"seen_\",\n \",_\",\n \"source\",\n \"\\\\u\",\n \"map_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"_\",\n \"RETURN\",\n \"\\\\u\",\n \"VALUE_\",\n \"=_\",\n \"STATE\",\n \"\\\\u\",\n \"UNC\",\n \"HAN\",\n \"GED_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"not_\",\n \"lf\",\n \"e_\",\n \"._\",\n \"execute\",\n \"\\\\u\",\n \"raw_\",\n \"(_\",\n \"life_\",\n \",_\",\n \"'\",\n \"state\",\n \"'_\",\n \",_\",\n \"'\",\n \"sur\",\n \"render\",\n \"'_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"return_\",\n \"False_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"not_\",\n \"life_\",\n \"[_\",\n \"'\",\n \"state\",\n \"'_\",\n \"]_\",\n \"==_\",\n \"STATE_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"lf\",\n \"e_\",\n \"._\",\n \"stop_\",\n \"(_\",\n \"life_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"lf\",\n \"e_\",\n \"._\",\n \"say_\",\n \"(_\",\n \"life_\",\n \",_\",\n \"'@\",\n \"n\",\n \" \",\n \"give\",\n \"s\",\n \" \",\n \"up\",\n \".'_\",\n \",_\",\n \"action_\",\n \"=_\",\n \"True_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"RETURN\",\n \"\\\\u\",\n \"VALUE_\",\n \"=_\",\n \"STATE\",\n \"\\\\u\",\n \"CHANGE\",\n \"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"RETURN\",\n \"\\\\u\",\n \"VALUE_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"tick_\",\n \"(_\",\n \"life_\",\n \",_\",\n \"ali\",\n \"fe\",\n \"\\\\u\",\n \"seen_\",\n \",_\",\n \"ali\",\n \"fe\",\n \"\\\\u\",\n \"not\",\n \"\\\\u\",\n \"seen_\",\n \",_\",\n \"target\",\n \"s\",\n \"\\\\u\",\n \"seen_\",\n \",_\",\n \"target\",\n \"s\",\n \"\\\\u\",\n \"not\",\n \"\\\\u\",\n \"seen_\",\n \",_\",\n \"source\",\n \"\\\\u\",\n \"map_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"_\",\n \"if_\",\n \"lf\",\n \"e_\",\n \"._\",\n \"ticker_\",\n \"(_\",\n \"life_\",\n \",_\",\n \"'\",\n \"call\",\n \"\\\\u\",\n \"for\",\n \"\\\\u\",\n \"help\",\n \"'_\",\n \",_\",\n \"160_\",\n \",_\",\n \"fire_\",\n \"=_\",\n \"True_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"\\\\u\",\n \"target_\",\n \"=_\",\n \"judge\",\n \"ment_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"near\",\n \"est\",\n \"\\\\u\",\n \"threat\",\n \"_\",\n \"(_\",\n \"life_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\",\n \"knows\",\n \"_\",\n \"=_\",\n \"brain_\",\n \"._\",\n \"knows\",\n \"\\\\u\",\n \"ali\",\n \"fe\",\n \"\\\\u\",\n \"by\",\n \"\\\\u\",\n \"id_\",\n \"(_\",\n \"life_\",\n \",_\",\n \"\\\\u\",\n \"target_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"\\\\u\",\n \"target_\",\n \"and_\",\n \"judge\",\n \"ment_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"near\",\n \"est\",\n \"\\\\u\",\n \"trusted\",\n \"\\\\u\",\n \"target_\",\n \"(_\",\n \"life_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t\\t_\",\n \"if_\",\n \"\\\\u\",\n \"knows\",\n \"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t\\t\\t_\",\n \"speech_\",\n \"._\",\n \"announce\",\n \"_\",\n \"(_\",\n \"life_\",\n \",_\",\n \"'\",\n \"attac\",\n \"ked\",\n \"\\\\u\",\n \"by\",\n \"\\\\u\",\n \"hosti\",\n \"le\",\n \"'_\",\n \",_\",\n \"public_\",\n \"=_\",\n \"True_\",\n \",_\",\n \"target\",\n \"\\\\u\",\n \"id_\",\n \"=_\",\n \"\\\\u\",\n \"target_\",\n \",_\",\n \"last\",\n \"\\\\u\",\n \"see\",\n \"n\",\n \"\\\\u\",\n \"at_\",\n \"=_\",\n \"\\\\u\",\n \"knows\",\n \"_\",\n \"[_\",\n \"'\",\n \"last\",\n \"\\\\u\",\n \"see\",\n \"n\",\n \"\\\\u\",\n \"at\",\n \"'_\",\n \"]_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t\\t\\t_\",\n \"speech_\",\n \"._\",\n \"announce\",\n \"_\",\n \"(_\",\n \"life_\",\n \",_\",\n \"'\",\n \"attac\",\n \"ked\",\n \"\\\\u\",\n \"by\",\n \"\\\\u\",\n \"hosti\",\n \"le\",\n \"'_\",\n \",_\",\n \"public_\",\n \"=_\",\n \"True_\",\n \",_\",\n \"target\",\n \"\\\\u\",\n \"id_\",\n \"=_\",\n \"\\\\u\",\n \"target_\",\n \")_\"\n]","isConversational":false},"label_sequence":{"kind":"list like","value":[4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,2,2,2,2,2,2,2,0,1,2,2,0,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],"string":"[\n 4,\n 4,\n 4,\n 4,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 2,\n 2,\n 0,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2\n]","isConversational":false}}},{"rowIdx":189,"cells":{"query_name":{"kind":"string","value":"Module is imported more than once"},"code_file_path":{"kind":"string","value":"codeupstudio/chipincode/modules/facebook.py"},"context_blocks":{"kind":"list like","value":[{"content":"#!/usr/bin/env python\n#\n# Copyright 2010 Facebook\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n\n\"\"\"Python client library for the Facebook Platform.\n\nThis client library is designed to support the Graph API and the official\nFacebook JavaScript SDK, which is the canonical way to implement\nFacebook authentication. Read more about the Graph API at\nhttp://developers.facebook.com/docs/api. You can download the Facebook\nJavaScript SDK at http://github.com/facebook/connect-js/.\n\nIf your application is using Google AppEngine's webapp framework, your\nusage of this module might look like this:\n\n user = facebook.get_user_from_cookie(self.request.cookies, key, secret)\n if user:\n graph = facebook.GraphAPI(user[\"access_token\"])\n profile = graph.get_object(\"me\")\n friends = graph.get_connections(\"me\", \"friends\")\n\n\"\"\"\n\nimport cgi\nimport hashlib\nimport time\nimport urllib\nimport logging\nimport logging\nfrom gluon.tools import fetch\n\ntry:\n import json\n _parse_json = lambda s: json.loads(s)\nexcept ImportError:\n try:\n #import simplejson\n from gluon.contrib import simplejson\n _parse_json = lambda s: simplejson.loads(s)\n except ImportError:\n # For Google AppEngine\n from django.utils import simplejson\n _parse_json = lambda s: simplejson.loads(s)\n\n\n\n\n\n\n","metadata":"root","header":"['module', '___EOS___']","index":0}],"string":"[\n {\n \"content\": \"#!/usr/bin/env python\\n#\\n# Copyright 2010 Facebook\\n#\\n# Licensed under the Apache License, Version 2.0 (the \\\"License\\\"); you may\\n# not use this file except in compliance with the License. You may obtain\\n# a copy of the License at\\n#\\n# http://www.apache.org/licenses/LICENSE-2.0\\n#\\n# Unless required by applicable law or agreed to in writing, software\\n# distributed under the License is distributed on an \\\"AS IS\\\" BASIS, WITHOUT\\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\\n# License for the specific language governing permissions and limitations\\n# under the License.\\n\\n\\\"\\\"\\\"Python client library for the Facebook Platform.\\n\\nThis client library is designed to support the Graph API and the official\\nFacebook JavaScript SDK, which is the canonical way to implement\\nFacebook authentication. Read more about the Graph API at\\nhttp://developers.facebook.com/docs/api. You can download the Facebook\\nJavaScript SDK at http://github.com/facebook/connect-js/.\\n\\nIf your application is using Google AppEngine's webapp framework, your\\nusage of this module might look like this:\\n\\n user = facebook.get_user_from_cookie(self.request.cookies, key, secret)\\n if user:\\n graph = facebook.GraphAPI(user[\\\"access_token\\\"])\\n profile = graph.get_object(\\\"me\\\")\\n friends = graph.get_connections(\\\"me\\\", \\\"friends\\\")\\n\\n\\\"\\\"\\\"\\n\\nimport cgi\\nimport hashlib\\nimport time\\nimport urllib\\nimport logging\\nimport logging\\nfrom gluon.tools import fetch\\n\\ntry:\\n import json\\n _parse_json = lambda s: json.loads(s)\\nexcept ImportError:\\n try:\\n #import simplejson\\n from gluon.contrib import simplejson\\n _parse_json = lambda s: simplejson.loads(s)\\n except ImportError:\\n # For Google AppEngine\\n from django.utils import simplejson\\n _parse_json = lambda s: simplejson.loads(s)\\n\\n\\n\\n\\n\\n\\n\",\n \"metadata\": \"root\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 0\n }\n]","isConversational":false},"answer_spans":{"kind":"list like","value":[{"span":"import logging","start_line":40,"start_column":0,"end_line":40,"end_column":14}],"string":"[\n {\n \"span\": \"import logging\",\n \"start_line\": 40,\n \"start_column\": 0,\n \"end_line\": 40,\n \"end_column\": 14\n }\n]","isConversational":false},"supporting_fact_spans":{"kind":"list like","value":[{"span":"import logging","start_line":39,"start_column":0,"end_line":39,"end_column":14}],"string":"[\n {\n \"span\": \"import logging\",\n \"start_line\": 39,\n \"start_column\": 0,\n \"end_line\": 39,\n \"end_column\": 14\n }\n]","isConversational":false},"example_type":{"kind":"number","value":1,"string":"1"},"single_hop":{"kind":"bool","value":true,"string":"true"},"subtokenized_input_sequence":{"kind":"list like","value":["[CLS]_","Module_","is_","imported_","more_","than_","once_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","#!","/","usr","/","bin","/","env"," ","python_","\\u\\u\\uNL\\u\\u\\u_","#","_","\\u\\u\\uNL\\u\\u\\u_","#"," ","Copy","right"," ","2010"," ","Face","book_","\\u\\u\\uNL\\u\\u\\u_","#","_","\\u\\u\\uNL\\u\\u\\u_","#"," ","License","d"," ","under"," ","the"," ","Ap","ache"," ","License",","," ","Version"," ","2.0"," ","(","the"," ","\"","License","\");"," ","you"," ","may","_","\\u\\u\\uNL\\u\\u\\u_","#"," ","not"," ","use"," ","this"," ","file"," ","except"," ","in"," ","compli","anc","e"," ","with"," ","the"," ","License","."," ","You"," ","may"," ","obtain","_","\\u\\u\\uNL\\u\\u\\u_","#"," ","a"," ","copy"," ","of"," ","the"," ","License"," ","at_","\\u\\u\\uNL\\u\\u\\u_","#","_","\\u\\u\\uNL\\u\\u\\u_","#"," ","http","://","www",".","apa","che",".","org","/","license","s","/","LICENSE","-","2.0_","\\u\\u\\uNL\\u\\u\\u_","#","_","\\u\\u\\uNL\\u\\u\\u_","#"," ","Un","less"," ","require","d"," ","by"," ","applica","ble"," ","law"," ","or"," ","agree","d"," ","to"," ","in"," ","writ","ing",","," ","software","_","\\u\\u\\uNL\\u\\u\\u_","#"," ","distributed"," ","under"," ","the"," ","License"," ","is"," ","distributed"," ","on"," ","an"," ","\"","AS"," ","IS","\""," ","BAS","IS",","," ","WITH","OUT_","\\u\\u\\uNL\\u\\u\\u_","#"," ","WAR","RAN","TIES"," ","OR"," ","CONDITION","S"," ","OF"," ","ANY"," ","KIND",","," ","eit","her"," ","express"," ","or"," ","impli","ed","."," ","See"," ","the_","\\u\\u\\uNL\\u\\u\\u_","#"," ","License"," ","for"," ","the"," ","specific"," ","language"," ","govern","ing"," ","permissi","ons"," ","and"," ","limit","ations_","\\u\\u\\uNL\\u\\u\\u_","#"," ","under"," ","the"," ","License","._","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\"\"\"","Pyth","on"," ","client"," ","librar","y"," ","for"," ","the"," ","Face","book"," ","Plat","form",".","\\","10",";","\\","10",";","Thi","s"," ","client"," ","librar","y"," ","is"," ","design","ed"," ","to"," ","support"," ","the"," ","Graph"," ","API"," ","and"," ","the"," ","official","\\","10",";","Face","book"," ","Ja","va","Script"," ","SD","K",","," ","whi","ch"," ","is"," ","the"," ","canonical"," ","way"," ","to"," ","implement","\\","10",";","Face","book"," ","authenticat","ion","."," ","Read"," ","more"," ","abo","ut"," ","the"," ","Graph"," ","API"," ","at","\\","10",";","http","://","developer","s",".","facebook",".","com","/","docs","/","api","."," ","You"," ","can"," ","download"," ","the"," ","Face","book","\\","10",";","Ja","va","Script"," ","SD","K"," ","at"," ","http","://","git","hub",".","com","/","facebook","/","connect","-","js","/.","\\","10",";","\\","10",";","If"," ","your"," ","applica","tion"," ","is"," ","usi","ng"," ","Goo","gle"," ","App","Engine","'","s"," ","weba","pp"," ","frame","work",","," ","your","\\","10",";","usage"," ","of"," ","this"," ","module"," ","mig","ht"," ","look"," ","like"," ","this",":","\\","10",";","\\","10",";"," "," "," "," ","user"," ","="," ","facebook",".","get","\\u","user","\\u","from","\\u","cookie","(","self",".","request",".","cookie","s",","," ","key",","," ","secret",")","\\","10",";"," "," "," "," ","if"," ","user",":","\\","10",";"," "," "," "," ","graph"," ","="," ","facebook",".","Graph","API","(","user","[\"","access","\\u","token","\"]",")","\\","10",";"," "," "," "," ","profile"," ","="," ","graph",".","get","\\u","object","(\"","me","\")","\\","10",";"," "," "," "," ","friends"," ","="," ","graph",".","get","\\u","connections","(\"","me","\","," ","\"","friends","\")","\\","10",";","\\","10",";\"\"\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","import_","cgi_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","hashlib_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","time_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","urllib_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","logging_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","logging_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","gluon_","._","tools_","import_","fetch_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","import_","json_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u","parse","\\u","json_","=_","lambda_","s_",":_","json_","._","loads_","(_","s_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","except_","Import","Error_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#","import"," ","simplejson_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","from_","gluon_","._","contrib_","import_","simplejson_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u","parse","\\u","json_","=_","lambda_","s_",":_","simplejson_","._","loads_","(_","s_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","except_","Import","Error_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","For"," ","Goo","gle"," ","App","Engine_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","from_","django_","._","utils_","import_","simplejson_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u","parse","\\u","json_","=_","lambda_","s_",":_","simplejson_","._","loads_","(_","s_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_"],"string":"[\n \"[CLS]_\",\n \"Module_\",\n \"is_\",\n \"imported_\",\n \"more_\",\n \"than_\",\n \"once_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"#!\",\n \"/\",\n \"usr\",\n \"/\",\n \"bin\",\n \"/\",\n \"env\",\n \" \",\n \"python_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Copy\",\n \"right\",\n \" \",\n \"2010\",\n \" \",\n \"Face\",\n \"book_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"License\",\n \"d\",\n \" \",\n \"under\",\n \" \",\n \"the\",\n \" \",\n \"Ap\",\n \"ache\",\n \" \",\n \"License\",\n \",\",\n \" \",\n \"Version\",\n \" \",\n \"2.0\",\n \" \",\n \"(\",\n \"the\",\n \" \",\n \"\\\"\",\n \"License\",\n \"\\\");\",\n \" \",\n \"you\",\n \" \",\n \"may\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"not\",\n \" \",\n \"use\",\n \" \",\n \"this\",\n \" \",\n \"file\",\n \" \",\n \"except\",\n \" \",\n \"in\",\n \" \",\n \"compli\",\n \"anc\",\n \"e\",\n \" \",\n \"with\",\n \" \",\n \"the\",\n \" \",\n \"License\",\n \".\",\n \" \",\n \"You\",\n \" \",\n \"may\",\n \" \",\n \"obtain\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"a\",\n \" \",\n \"copy\",\n \" \",\n \"of\",\n \" \",\n \"the\",\n \" \",\n \"License\",\n \" \",\n \"at_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"http\",\n \"://\",\n \"www\",\n \".\",\n \"apa\",\n \"che\",\n \".\",\n \"org\",\n \"/\",\n \"license\",\n \"s\",\n \"/\",\n \"LICENSE\",\n \"-\",\n \"2.0_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Un\",\n \"less\",\n \" \",\n \"require\",\n \"d\",\n \" \",\n \"by\",\n \" \",\n \"applica\",\n \"ble\",\n \" \",\n \"law\",\n \" \",\n \"or\",\n \" \",\n \"agree\",\n \"d\",\n \" \",\n \"to\",\n \" \",\n \"in\",\n \" \",\n \"writ\",\n \"ing\",\n \",\",\n \" \",\n \"software\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"distributed\",\n \" \",\n \"under\",\n \" \",\n \"the\",\n \" \",\n \"License\",\n \" \",\n \"is\",\n \" \",\n \"distributed\",\n \" \",\n \"on\",\n \" \",\n \"an\",\n \" \",\n \"\\\"\",\n \"AS\",\n \" \",\n \"IS\",\n \"\\\"\",\n \" \",\n \"BAS\",\n \"IS\",\n \",\",\n \" \",\n \"WITH\",\n \"OUT_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"WAR\",\n \"RAN\",\n \"TIES\",\n \" \",\n \"OR\",\n \" \",\n \"CONDITION\",\n \"S\",\n \" \",\n \"OF\",\n \" \",\n \"ANY\",\n \" \",\n \"KIND\",\n \",\",\n \" \",\n \"eit\",\n \"her\",\n \" \",\n \"express\",\n \" \",\n \"or\",\n \" \",\n \"impli\",\n \"ed\",\n \".\",\n \" \",\n \"See\",\n \" \",\n \"the_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"License\",\n \" \",\n \"for\",\n \" \",\n \"the\",\n \" \",\n \"specific\",\n \" \",\n \"language\",\n \" \",\n \"govern\",\n \"ing\",\n \" \",\n \"permissi\",\n \"ons\",\n \" \",\n \"and\",\n \" \",\n \"limit\",\n \"ations_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"under\",\n \" \",\n \"the\",\n \" \",\n \"License\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\"\\\"\\\"\",\n \"Pyth\",\n \"on\",\n \" \",\n \"client\",\n \" \",\n \"librar\",\n \"y\",\n \" \",\n \"for\",\n \" \",\n \"the\",\n \" \",\n \"Face\",\n \"book\",\n \" \",\n \"Plat\",\n \"form\",\n \".\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\\\\",\n \"10\",\n \";\",\n \"Thi\",\n \"s\",\n \" \",\n \"client\",\n \" \",\n \"librar\",\n \"y\",\n \" \",\n \"is\",\n \" \",\n \"design\",\n \"ed\",\n \" \",\n \"to\",\n \" \",\n \"support\",\n \" \",\n \"the\",\n \" \",\n \"Graph\",\n \" \",\n \"API\",\n \" \",\n \"and\",\n \" \",\n \"the\",\n \" \",\n \"official\",\n \"\\\\\",\n \"10\",\n \";\",\n \"Face\",\n \"book\",\n \" \",\n \"Ja\",\n \"va\",\n \"Script\",\n \" \",\n \"SD\",\n \"K\",\n \",\",\n \" \",\n \"whi\",\n \"ch\",\n \" \",\n \"is\",\n \" \",\n \"the\",\n \" \",\n \"canonical\",\n \" \",\n \"way\",\n \" \",\n \"to\",\n \" \",\n \"implement\",\n \"\\\\\",\n \"10\",\n \";\",\n \"Face\",\n \"book\",\n \" \",\n \"authenticat\",\n \"ion\",\n \".\",\n \" \",\n \"Read\",\n \" \",\n \"more\",\n \" \",\n \"abo\",\n \"ut\",\n \" \",\n \"the\",\n \" \",\n \"Graph\",\n \" \",\n \"API\",\n \" \",\n \"at\",\n \"\\\\\",\n \"10\",\n \";\",\n \"http\",\n \"://\",\n \"developer\",\n \"s\",\n \".\",\n \"facebook\",\n \".\",\n \"com\",\n \"/\",\n \"docs\",\n \"/\",\n \"api\",\n \".\",\n \" \",\n \"You\",\n \" \",\n \"can\",\n \" \",\n \"download\",\n \" \",\n \"the\",\n \" \",\n \"Face\",\n \"book\",\n \"\\\\\",\n \"10\",\n \";\",\n \"Ja\",\n \"va\",\n \"Script\",\n \" \",\n \"SD\",\n \"K\",\n \" \",\n \"at\",\n \" \",\n \"http\",\n \"://\",\n \"git\",\n \"hub\",\n \".\",\n \"com\",\n \"/\",\n \"facebook\",\n \"/\",\n \"connect\",\n \"-\",\n \"js\",\n \"/.\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\\\\",\n \"10\",\n \";\",\n \"If\",\n \" \",\n \"your\",\n \" \",\n \"applica\",\n \"tion\",\n \" \",\n \"is\",\n \" \",\n \"usi\",\n \"ng\",\n \" \",\n \"Goo\",\n \"gle\",\n \" \",\n \"App\",\n \"Engine\",\n \"'\",\n \"s\",\n \" \",\n \"weba\",\n \"pp\",\n \" \",\n \"frame\",\n \"work\",\n \",\",\n \" \",\n \"your\",\n \"\\\\\",\n \"10\",\n \";\",\n \"usage\",\n \" \",\n \"of\",\n \" \",\n \"this\",\n \" \",\n \"module\",\n \" \",\n \"mig\",\n \"ht\",\n \" \",\n \"look\",\n \" \",\n \"like\",\n \" \",\n \"this\",\n \":\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"user\",\n \" \",\n \"=\",\n \" \",\n \"facebook\",\n \".\",\n \"get\",\n \"\\\\u\",\n \"user\",\n \"\\\\u\",\n \"from\",\n \"\\\\u\",\n \"cookie\",\n \"(\",\n \"self\",\n \".\",\n \"request\",\n \".\",\n \"cookie\",\n \"s\",\n \",\",\n \" \",\n \"key\",\n \",\",\n \" \",\n \"secret\",\n \")\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"if\",\n \" \",\n \"user\",\n \":\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"graph\",\n \" \",\n \"=\",\n \" \",\n \"facebook\",\n \".\",\n \"Graph\",\n \"API\",\n \"(\",\n \"user\",\n \"[\\\"\",\n \"access\",\n \"\\\\u\",\n \"token\",\n \"\\\"]\",\n \")\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"profile\",\n \" \",\n \"=\",\n \" \",\n \"graph\",\n \".\",\n \"get\",\n \"\\\\u\",\n \"object\",\n \"(\\\"\",\n \"me\",\n \"\\\")\",\n \"\\\\\",\n \"10\",\n \";\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"friends\",\n \" \",\n \"=\",\n \" \",\n \"graph\",\n \".\",\n \"get\",\n \"\\\\u\",\n \"connections\",\n \"(\\\"\",\n \"me\",\n \"\\\",\",\n \" \",\n \"\\\"\",\n \"friends\",\n \"\\\")\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\\\\",\n \"10\",\n \";\\\"\\\"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"cgi_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"hashlib_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"time_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"urllib_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"logging_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"logging_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"gluon_\",\n \"._\",\n \"tools_\",\n \"import_\",\n \"fetch_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"import_\",\n \"json_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\",\n \"parse\",\n \"\\\\u\",\n \"json_\",\n \"=_\",\n \"lambda_\",\n \"s_\",\n \":_\",\n \"json_\",\n \"._\",\n \"loads_\",\n \"(_\",\n \"s_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"except_\",\n \"Import\",\n \"Error_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \"import\",\n \" \",\n \"simplejson_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"from_\",\n \"gluon_\",\n \"._\",\n \"contrib_\",\n \"import_\",\n \"simplejson_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\",\n \"parse\",\n \"\\\\u\",\n \"json_\",\n \"=_\",\n \"lambda_\",\n \"s_\",\n \":_\",\n \"simplejson_\",\n \"._\",\n \"loads_\",\n \"(_\",\n \"s_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"except_\",\n \"Import\",\n \"Error_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"For\",\n \" \",\n \"Goo\",\n \"gle\",\n \" \",\n \"App\",\n \"Engine_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"from_\",\n \"django_\",\n \"._\",\n \"utils_\",\n \"import_\",\n \"simplejson_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\",\n \"parse\",\n \"\\\\u\",\n \"json_\",\n \"=_\",\n \"lambda_\",\n \"s_\",\n \":_\",\n \"simplejson_\",\n \"._\",\n \"loads_\",\n \"(_\",\n \"s_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\"\n]","isConversational":false},"label_sequence":{"kind":"list like","value":[4,4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,1,2,0,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],"string":"[\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 3,\n 1,\n 2,\n 0,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2\n]","isConversational":false}}},{"rowIdx":190,"cells":{"query_name":{"kind":"string","value":"Unused local variable"},"code_file_path":{"kind":"string","value":"juliarizza/web2courses/controllers/payments.py"},"context_blocks":{"kind":"list like","value":[{"content":"@auth.requires_login()\ndef pay_courses():\n\n\t\"\"\"\n\tThis function is responsible to redirect the user\n\tto the payment method it chose and process if\n\tthe amount to be paid is free. In this case, it will\n\tenroll the student to the class. Other way, the user\n\twill be redirected to pay.\n\t\"\"\"\n\n\torder = Order(id=session.order)\n\tif order.amount == 0:\n\t\tpending = Pending.insert(\n\t\t\t\t\t\t\t\torder_id = session.order,\n\t\t\t\t\t\t\t\tconfirmed = True\n\t\t\t\t\t\t\t\t)\n\t\tconfirmed = Confirmed.insert(\n\t\t\t\t\t\t\t\t\torder_id=order.id,\n\t\t\t\t\t\t\t\t\tpending_id=pending.id,\n\t\t\t\t\t\t\t\t\tconfirmation_time=request.now\n\t\t\t\t\t\t\t\t\t)\n\t\torder.update_record(status=2)\n\t\tsession.pending = pending\n\t\tredirect(URL('success'))\n\n\t\tmessage = T('We just confirmed your payment for order number %s.') % order.token\n\t\tmessage += '\\n'\n\t\tmessage += T('The total amount was R$%.2f.') % order.amount\n\t\tmessage += '\\n'\n\t\tmessage += T('You can check your payment history after login in to your profile.')\n\t\tmessage += '\\n\\n'\n\t\tmessage += T('Thank you!')\n\t\tmail.send(to=order.user_id.email,\n\t\t\t\tsubject=T(\"Payment confirmed!\"),\n\t\t\t\tmessage = message\n\t\t\t\t)\n\telse:\n\t\tpending = Pending.insert(order_id = order.id)\n\t\tsession.pending = pending\n\t\tredirect(URL('paypal'))","metadata":"root.pay_courses","header":"['module', '___EOS___']","index":81},{"content":"def ipn():\n\t\n\t\"\"\"\n\tThe IPN is the method that PayPal uses to\n\treturn information about the payment.\n\n\tThis function will receive this info and\n\tvalidate it, marking the user's order as\n\tconfirmed or not.\n\n\tPayPal only confirm the receipt of this\n\tinformation if you return the same info\n\tit passed to you. So, we return the\n\trequest.vars at the end of the function.\n\t\"\"\"\n\n\timport json\n\twrite_logs(request)\n\n\tpending = Pending(id=int(request.vars.invoice), confirmed=False)\n\tif not pending:\n\t\traise HTTP(404)\n\n\talready_confirmed = Confirmed(pending_id=pending.id)\n\tif already_confirmed:\n\t\treturn dict(status=\"Already Confirmed\", data=already_confirmed)\n\n\tif request.vars.payment_status == 'Completed':\n\t\tconfirmed = Confirmed.insert(\n\t\t\t\t\t\t\t\t\torder_id=pending.order_id,\n\t\t\t\t\t\t\t\t\tpending_id=pending.id,\n\t\t\t\t\t\t\t\t\tconfirmation_time=request.now\n\t\t\t\t\t\t\t\t\t)\n\n\t\tpending.update_record(confirmed=True)\n\t\tOrder(id=pending.order_id).update_record(status=2)\n\n\t\tmessage = T('We just confirmed your payment for order number %s.') % pending.order_id.token\n\t\tmessage += '\\n'\n\t\tmessage += T('The total amount was R$%.2f.') % pending.order_id.amount\n\t\tmessage += '\\n'\n\t\tmessage += T('You can check your payment history after login in to your profile.')\n\t\tmessage += '\\n\\n'\n\t\tmessage += T('Thank you!')\n\t\tmail.send(to=pending.order_id.user_id.email,\n\t\t\t\tsubject=T(\"Payment confirmed!\"),\n\t\t\t\tmessage = message\n\t\t\t\t)\n\telse:\n\t\tif request.is_local:\n\t\t\tpath = '/tmp/ipn_not_completed.txt'\n\t\telse:\n\t\t\t## common path for logs\n\t\t\tpath = '/var/log/ipn_not_completed.txt'\n\t\tmessage = '-'*80\n\t\tmessage += '\\nIPN NOT COMPLETED\\n'\n\t\tmessage += str(request.vars)\n\t\tmessage += '\\n'\n\t\tlog_in_file(message, path)\n\t\tOrder(id=pending.order_id).update_record(status=3)\n\t\tmail_message = T('There was a problem with your payment!')\n\t\tmail_message += '\\n\\n'\n\t\tmail_message += T(\"Something happened and we couldn't verify your payment.\")\n\t\tmail_message += '\\n'\n\t\tmail_message += T(\"If you're sure you paid the order, please contact us. Otherwise, try to pay again later.\")\n\t\tmail_message += '\\n\\n'\n\t\tmail_message += T(\"Thank you.\")\n\t\tmail.send(to=pending.order_id.user_id.email,\n\t\t\t\tsubject=T('Something went wrong!'),\n\t\t\t\tmessage = mail_message\n\t\t\t\t)\n\treturn json.dumps(request.vars)","metadata":"root.ipn","header":"['module', '___EOS___']","index":140},{"content":"@auth.requires_login()\ndef success():\n\t\n\t\"\"\"\n\tThis function is supposed to show a success or error message\n\tdepending of what PayPal IPN returns.\n\n\tSince in localhost we receive no return of PayPal, we can\n\thack a little bit in order to make the app continuous.\n\t\"\"\"\n\n\tif request.is_local:\n\t\tlog_in_file(str(request.vars), '/tmp/paypalreturn.txt')\n\telse:\n\t\tlog_in_file(str(request.vars), '/var/log/paypalreturn.txt')\n\n\tpending = Pending(id=session.pending)\n\tif request.is_local:\n\t\t## do what ipn was supposed to do\n\t\t## just for continuity purposes\n\t\tconfirmed = Confirmed.insert(\n\t\t\t\t\t\t\t\t\torder_id=pending.order_id,\n\t\t\t\t\t\t\t\t\tpending_id=pending.id,\n\t\t\t\t\t\t\t\t\tconfirmation_time=request.now\n\t\t\t\t\t\t\t\t\t)\n\t\tpending.update_record(confirmed=True)\n\t\tOrder(id=pending.order_id).update_record(status=2)\n\t\tmail_message = T('We just confirmed your payment for order number %s.') % pending.order_id.token\n\t\tmail_message += '\\n'\n\t\tmail_message += T('The total amount was R$%.2f.') % pending.order_id.amount\n\t\tmail_message += '\\n'\n\t\tmail_message += T('You can check your payment history after login in to your profile.')\n\t\tmail_message += '\\n\\n'\n\t\tmail_message += T('Thank you!')\n\t\tmail.send(to=pending.order_id.user_id.email,\n\t\t\t\tsubject=T(\"Payment confirmed!\"),\n\t\t\t\tmessage = mail_message\n\t\t\t\t)\n\n\tif pending.confirmed or request.is_local:\n\t\tmessage = T('Payment completed! Congratulations for your purchase!')\n\t\tfor cart_class in pending.order_id.products:\n\t\t\tStudent.insert(student = auth.user.id, class_id = cart_class)\n\telse:\n\t\tmessage = T('Sorry! Something bad happened!')\n\treturn dict(message=message)","metadata":"root.success","header":"['module', '___EOS___']","index":213}],"string":"[\n {\n \"content\": \"@auth.requires_login()\\ndef pay_courses():\\n\\n\\t\\\"\\\"\\\"\\n\\tThis function is responsible to redirect the user\\n\\tto the payment method it chose and process if\\n\\tthe amount to be paid is free. In this case, it will\\n\\tenroll the student to the class. Other way, the user\\n\\twill be redirected to pay.\\n\\t\\\"\\\"\\\"\\n\\n\\torder = Order(id=session.order)\\n\\tif order.amount == 0:\\n\\t\\tpending = Pending.insert(\\n\\t\\t\\t\\t\\t\\t\\t\\torder_id = session.order,\\n\\t\\t\\t\\t\\t\\t\\t\\tconfirmed = True\\n\\t\\t\\t\\t\\t\\t\\t\\t)\\n\\t\\tconfirmed = Confirmed.insert(\\n\\t\\t\\t\\t\\t\\t\\t\\t\\torder_id=order.id,\\n\\t\\t\\t\\t\\t\\t\\t\\t\\tpending_id=pending.id,\\n\\t\\t\\t\\t\\t\\t\\t\\t\\tconfirmation_time=request.now\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t)\\n\\t\\torder.update_record(status=2)\\n\\t\\tsession.pending = pending\\n\\t\\tredirect(URL('success'))\\n\\n\\t\\tmessage = T('We just confirmed your payment for order number %s.') % order.token\\n\\t\\tmessage += '\\\\n'\\n\\t\\tmessage += T('The total amount was R$%.2f.') % order.amount\\n\\t\\tmessage += '\\\\n'\\n\\t\\tmessage += T('You can check your payment history after login in to your profile.')\\n\\t\\tmessage += '\\\\n\\\\n'\\n\\t\\tmessage += T('Thank you!')\\n\\t\\tmail.send(to=order.user_id.email,\\n\\t\\t\\t\\tsubject=T(\\\"Payment confirmed!\\\"),\\n\\t\\t\\t\\tmessage = message\\n\\t\\t\\t\\t)\\n\\telse:\\n\\t\\tpending = Pending.insert(order_id = order.id)\\n\\t\\tsession.pending = pending\\n\\t\\tredirect(URL('paypal'))\",\n \"metadata\": \"root.pay_courses\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 81\n },\n {\n \"content\": \"def ipn():\\n\\t\\n\\t\\\"\\\"\\\"\\n\\tThe IPN is the method that PayPal uses to\\n\\treturn information about the payment.\\n\\n\\tThis function will receive this info and\\n\\tvalidate it, marking the user's order as\\n\\tconfirmed or not.\\n\\n\\tPayPal only confirm the receipt of this\\n\\tinformation if you return the same info\\n\\tit passed to you. So, we return the\\n\\trequest.vars at the end of the function.\\n\\t\\\"\\\"\\\"\\n\\n\\timport json\\n\\twrite_logs(request)\\n\\n\\tpending = Pending(id=int(request.vars.invoice), confirmed=False)\\n\\tif not pending:\\n\\t\\traise HTTP(404)\\n\\n\\talready_confirmed = Confirmed(pending_id=pending.id)\\n\\tif already_confirmed:\\n\\t\\treturn dict(status=\\\"Already Confirmed\\\", data=already_confirmed)\\n\\n\\tif request.vars.payment_status == 'Completed':\\n\\t\\tconfirmed = Confirmed.insert(\\n\\t\\t\\t\\t\\t\\t\\t\\t\\torder_id=pending.order_id,\\n\\t\\t\\t\\t\\t\\t\\t\\t\\tpending_id=pending.id,\\n\\t\\t\\t\\t\\t\\t\\t\\t\\tconfirmation_time=request.now\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t)\\n\\n\\t\\tpending.update_record(confirmed=True)\\n\\t\\tOrder(id=pending.order_id).update_record(status=2)\\n\\n\\t\\tmessage = T('We just confirmed your payment for order number %s.') % pending.order_id.token\\n\\t\\tmessage += '\\\\n'\\n\\t\\tmessage += T('The total amount was R$%.2f.') % pending.order_id.amount\\n\\t\\tmessage += '\\\\n'\\n\\t\\tmessage += T('You can check your payment history after login in to your profile.')\\n\\t\\tmessage += '\\\\n\\\\n'\\n\\t\\tmessage += T('Thank you!')\\n\\t\\tmail.send(to=pending.order_id.user_id.email,\\n\\t\\t\\t\\tsubject=T(\\\"Payment confirmed!\\\"),\\n\\t\\t\\t\\tmessage = message\\n\\t\\t\\t\\t)\\n\\telse:\\n\\t\\tif request.is_local:\\n\\t\\t\\tpath = '/tmp/ipn_not_completed.txt'\\n\\t\\telse:\\n\\t\\t\\t## common path for logs\\n\\t\\t\\tpath = '/var/log/ipn_not_completed.txt'\\n\\t\\tmessage = '-'*80\\n\\t\\tmessage += '\\\\nIPN NOT COMPLETED\\\\n'\\n\\t\\tmessage += str(request.vars)\\n\\t\\tmessage += '\\\\n'\\n\\t\\tlog_in_file(message, path)\\n\\t\\tOrder(id=pending.order_id).update_record(status=3)\\n\\t\\tmail_message = T('There was a problem with your payment!')\\n\\t\\tmail_message += '\\\\n\\\\n'\\n\\t\\tmail_message += T(\\\"Something happened and we couldn't verify your payment.\\\")\\n\\t\\tmail_message += '\\\\n'\\n\\t\\tmail_message += T(\\\"If you're sure you paid the order, please contact us. Otherwise, try to pay again later.\\\")\\n\\t\\tmail_message += '\\\\n\\\\n'\\n\\t\\tmail_message += T(\\\"Thank you.\\\")\\n\\t\\tmail.send(to=pending.order_id.user_id.email,\\n\\t\\t\\t\\tsubject=T('Something went wrong!'),\\n\\t\\t\\t\\tmessage = mail_message\\n\\t\\t\\t\\t)\\n\\treturn json.dumps(request.vars)\",\n \"metadata\": \"root.ipn\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 140\n },\n {\n \"content\": \"@auth.requires_login()\\ndef success():\\n\\t\\n\\t\\\"\\\"\\\"\\n\\tThis function is supposed to show a success or error message\\n\\tdepending of what PayPal IPN returns.\\n\\n\\tSince in localhost we receive no return of PayPal, we can\\n\\thack a little bit in order to make the app continuous.\\n\\t\\\"\\\"\\\"\\n\\n\\tif request.is_local:\\n\\t\\tlog_in_file(str(request.vars), '/tmp/paypalreturn.txt')\\n\\telse:\\n\\t\\tlog_in_file(str(request.vars), '/var/log/paypalreturn.txt')\\n\\n\\tpending = Pending(id=session.pending)\\n\\tif request.is_local:\\n\\t\\t## do what ipn was supposed to do\\n\\t\\t## just for continuity purposes\\n\\t\\tconfirmed = Confirmed.insert(\\n\\t\\t\\t\\t\\t\\t\\t\\t\\torder_id=pending.order_id,\\n\\t\\t\\t\\t\\t\\t\\t\\t\\tpending_id=pending.id,\\n\\t\\t\\t\\t\\t\\t\\t\\t\\tconfirmation_time=request.now\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t)\\n\\t\\tpending.update_record(confirmed=True)\\n\\t\\tOrder(id=pending.order_id).update_record(status=2)\\n\\t\\tmail_message = T('We just confirmed your payment for order number %s.') % pending.order_id.token\\n\\t\\tmail_message += '\\\\n'\\n\\t\\tmail_message += T('The total amount was R$%.2f.') % pending.order_id.amount\\n\\t\\tmail_message += '\\\\n'\\n\\t\\tmail_message += T('You can check your payment history after login in to your profile.')\\n\\t\\tmail_message += '\\\\n\\\\n'\\n\\t\\tmail_message += T('Thank you!')\\n\\t\\tmail.send(to=pending.order_id.user_id.email,\\n\\t\\t\\t\\tsubject=T(\\\"Payment confirmed!\\\"),\\n\\t\\t\\t\\tmessage = mail_message\\n\\t\\t\\t\\t)\\n\\n\\tif pending.confirmed or request.is_local:\\n\\t\\tmessage = T('Payment completed! Congratulations for your purchase!')\\n\\t\\tfor cart_class in pending.order_id.products:\\n\\t\\t\\tStudent.insert(student = auth.user.id, class_id = cart_class)\\n\\telse:\\n\\t\\tmessage = T('Sorry! Something bad happened!')\\n\\treturn dict(message=message)\",\n \"metadata\": \"root.success\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 213\n }\n]","isConversational":false},"answer_spans":{"kind":"list like","value":[{"span":"confirmed ","start_line":98,"start_column":2,"end_line":98,"end_column":11},{"span":"confirmed ","start_line":168,"start_column":2,"end_line":168,"end_column":11},{"span":"confirmed ","start_line":233,"start_column":2,"end_line":233,"end_column":11}],"string":"[\n {\n \"span\": \"confirmed \",\n \"start_line\": 98,\n \"start_column\": 2,\n \"end_line\": 98,\n \"end_column\": 11\n },\n {\n \"span\": \"confirmed \",\n \"start_line\": 168,\n \"start_column\": 2,\n \"end_line\": 168,\n \"end_column\": 11\n },\n {\n \"span\": \"confirmed \",\n \"start_line\": 233,\n \"start_column\": 2,\n \"end_line\": 233,\n \"end_column\": 11\n }\n]","isConversational":false},"supporting_fact_spans":{"kind":"list like","value":[],"string":"[]","isConversational":false},"example_type":{"kind":"number","value":1,"string":"1"},"single_hop":{"kind":"bool","value":true,"string":"true"},"subtokenized_input_sequence":{"kind":"list like","value":["[CLS]_","Un","used_","local_","variable_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","@_","auth_","._","require","s","\\u","login_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","def_","pay","\\u","courses_","(_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","_","\"\"\"","\\","10",";","\t","Thi","s"," ","function"," ","is"," ","responsib","le"," ","to"," ","redirec","t"," ","the"," ","user","\\","10",";","\t","to"," ","the"," ","pay","ment"," ","method"," ","it"," ","chos","e"," ","and"," ","process"," ","if","\\","10",";","\t","the"," ","amo","unt"," ","to"," ","be"," ","paid"," ","is"," ","free","."," ","In"," ","this"," ","case",","," ","it"," ","will","\\","10",";","\t","enroll"," ","the"," ","student"," ","to"," ","the"," ","class","."," ","Ot","her"," ","way",","," ","the"," ","user","\\","10",";","\t","will"," ","be"," ","redirected"," ","to"," ","pay",".","\\","10",";","\t","\"\"\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","order_","=_","Order_","(_","id_","=_","session_","._","order_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","order_","._","amount_","==_","0_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","pending_","=_","Pend","ing_","._","insert_","(_","\\u\\u\\uNL\\u\\u\\u_","order","\\u","id_","=_","session_","._","order_",",_","\\u\\u\\uNL\\u\\u\\u_","confirmed_","=_","True_","\\u\\u\\uNL\\u\\u\\u_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","confirmed_","=_","Confirm","ed_","._","insert_","(_","\\u\\u\\uNL\\u\\u\\u_","order","\\u","id_","=_","order_","._","id_",",_","\\u\\u\\uNL\\u\\u\\u_","pend","ing","\\u","id_","=_","pending_","._","id_",",_","\\u\\u\\uNL\\u\\u\\u_","confirmation","\\u","time_","=_","request_","._","now_","\\u\\u\\uNL\\u\\u\\u_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","order_","._","update","\\u","record_","(_","status_","=_","2_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","session_","._","pending_","=_","pending_","\\u\\u\\uNEWLINE\\u\\u\\u_","redirect_","(_","URL_","(_","'","success","'_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","message_","=_","T_","(_","'","We"," ","just"," ","confirm","ed"," ","your"," ","pay","ment"," ","for"," ","order"," ","number"," ","%","s",".'_",")_","%_","order_","._","token_","\\u\\u\\uNEWLINE\\u\\u\\u_","message_","+=_","'\\\\","n","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","message_","+=_","T_","(_","'","The"," ","total"," ","amo","unt"," ","was"," ","R","$%",".2","f",".'_",")_","%_","order_","._","amount_","\\u\\u\\uNEWLINE\\u\\u\\u_","message_","+=_","'\\\\","n","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","message_","+=_","T_","(_","'","You"," ","can"," ","check"," ","your"," ","pay","ment"," ","histo","ry"," ","after"," ","login"," ","in"," ","to"," ","your"," ","profile",".'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","message_","+=_","'\\\\","n","\\\\","n","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","message_","+=_","T_","(_","'","Than","k"," ","you","!'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","mail_","._","send_","(_","to_","=_","order_","._","user","\\u","id_","._","email_",",_","\\u\\u\\uNL\\u\\u\\u_","subject_","=_","T_","(_","\"","Payment"," ","confirm","ed","!\"_",")_",",_","\\u\\u\\uNL\\u\\u\\u_","message_","=_","message_","\\u\\u\\uNL\\u\\u\\u_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","pending_","=_","Pend","ing_","._","insert_","(_","order","\\u","id_","=_","order_","._","id_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","session_","._","pending_","=_","pending_","\\u\\u\\uNEWLINE\\u\\u\\u_","redirect_","(_","URL_","(_","'","paypal","'_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","ip","n_","(_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","_","\"\"\"","\\","10",";","\t","The"," ","IP","N"," ","is"," ","the"," ","method"," ","tha","t"," ","Pay","Pal"," ","use","s"," ","to","\\","10",";","\t","return"," ","informati","on"," ","abo","ut"," ","the"," ","pay","ment",".","\\","10",";","\\","10",";","\t","Thi","s"," ","function"," ","will"," ","receive"," ","this"," ","info"," ","and","\\","10",";","\t","validat","e"," ","it",","," ","marking"," ","the"," ","user","'","s"," ","order"," ","as","\\","10",";","\t","confirm","ed"," ","or"," ","not",".","\\","10",";","\\","10",";","\t","Pay","Pal"," ","only"," ","confirm"," ","the"," ","receipt"," ","of"," ","this","\\","10",";","\t","informati","on"," ","if"," ","you"," ","return"," ","the"," ","same"," ","info","\\","10",";","\t","it"," ","pass","ed"," ","to"," ","you","."," ","So",","," ","we"," ","return"," ","the","\\","10",";","\t","request",".","vars"," ","at"," ","the"," ","end"," ","of"," ","the"," ","function",".","\\","10",";","\t","\"\"\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","import_","json_","\\u\\u\\uNEWLINE\\u\\u\\u_","write","\\u","logs_","(_","request_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","pending_","=_","Pend","ing_","(_","id_","=_","int_","(_","request_","._","vars_","._","invoice_",")_",",_","confirmed_","=_","False_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","not_","pending_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","raise_","HTTP_","(_","404_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","alr","ead","y","\\u","confirmed_","=_","Confirm","ed_","(_","pend","ing","\\u","id_","=_","pending_","._","id_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","alr","ead","y","\\u","confirmed_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","return_","dict_","(_","status_","=_","\"","Al","read","y"," ","Confirm","ed","\"_",",_","data_","=_","alr","ead","y","\\u","confirmed_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","request_","._","vars_","._","pay","ment","\\u","status_","==_","'","Complete","d","'_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","confirmed_","=_","Confirm","ed_","._","insert_","(_","\\u\\u\\uNL\\u\\u\\u_","order","\\u","id_","=_","pending_","._","order","\\u","id_",",_","\\u\\u\\uNL\\u\\u\\u_","pend","ing","\\u","id_","=_","pending_","._","id_",",_","\\u\\u\\uNL\\u\\u\\u_","confirmation","\\u","time_","=_","request_","._","now_","\\u\\u\\uNL\\u\\u\\u_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","pending_","._","update","\\u","record_","(_","confirmed_","=_","True_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","Order_","(_","id_","=_","pending_","._","order","\\u","id_",")_","._","update","\\u","record_","(_","status_","=_","2_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","message_","=_","T_","(_","'","We"," ","just"," ","confirm","ed"," ","your"," ","pay","ment"," ","for"," ","order"," ","number"," ","%","s",".'_",")_","%_","pending_","._","order","\\u","id_","._","token_","\\u\\u\\uNEWLINE\\u\\u\\u_","message_","+=_","'\\\\","n","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","message_","+=_","T_","(_","'","The"," ","total"," ","amo","unt"," ","was"," ","R","$%",".2","f",".'_",")_","%_","pending_","._","order","\\u","id_","._","amount_","\\u\\u\\uNEWLINE\\u\\u\\u_","message_","+=_","'\\\\","n","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","message_","+=_","T_","(_","'","You"," ","can"," ","check"," ","your"," ","pay","ment"," ","histo","ry"," ","after"," ","login"," ","in"," ","to"," ","your"," ","profile",".'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","message_","+=_","'\\\\","n","\\\\","n","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","message_","+=_","T_","(_","'","Than","k"," ","you","!'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","mail_","._","send_","(_","to_","=_","pending_","._","order","\\u","id_","._","user","\\u","id_","._","email_",",_","\\u\\u\\uNL\\u\\u\\u_","subject_","=_","T_","(_","\"","Payment"," ","confirm","ed","!\"_",")_",",_","\\u\\u\\uNL\\u\\u\\u_","message_","=_","message_","\\u\\u\\uNL\\u\\u\\u_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","if_","request_","._","is","\\u","local_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t\t_","path_","=_","'/","tmp","/","ip","n","\\u","not","\\u","complete","d",".","txt","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","##"," ","common"," ","path"," ","for"," ","logs_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t\t_","path_","=_","'/","var","/","log","/","ip","n","\\u","not","\\u","complete","d",".","txt","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","message_","=_","'-'_","*_","80_","\\u\\u\\uNEWLINE\\u\\u\\u_","message_","+=_","'\\\\","n","IP","N"," ","NOT"," ","COMPLETED","\\\\","n","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","message_","+=_","str_","(_","request_","._","vars_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","message_","+=_","'\\\\","n","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","log","\\u","in","\\u","file_","(_","message_",",_","path_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","Order_","(_","id_","=_","pending_","._","order","\\u","id_",")_","._","update","\\u","record_","(_","status_","=_","3_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","mail","\\u","message_","=_","T_","(_","'","There"," ","was"," ","a"," ","problem"," ","with"," ","your"," ","pay","ment","!'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","mail","\\u","message_","+=_","'\\\\","n","\\\\","n","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","mail","\\u","message_","+=_","T_","(_","\"","Some","thing"," ","happ","ened"," ","and"," ","we"," ","coul","dn","'","t"," ","verify"," ","your"," ","pay","ment",".\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","mail","\\u","message_","+=_","'\\\\","n","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","mail","\\u","message_","+=_","T_","(_","\"","If"," ","you","'","re"," ","sure"," ","you"," ","paid"," ","the"," ","order",","," ","plea","se"," ","contact"," ","us","."," ","Ot","her","wis","e",","," ","try"," ","to"," ","pay"," ","again"," ","late","r",".\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","mail","\\u","message_","+=_","'\\\\","n","\\\\","n","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","mail","\\u","message_","+=_","T_","(_","\"","Than","k"," ","you",".\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","mail_","._","send_","(_","to_","=_","pending_","._","order","\\u","id_","._","user","\\u","id_","._","email_",",_","\\u\\u\\uNL\\u\\u\\u_","subject_","=_","T_","(_","'","Some","thing"," ","wen","t"," ","wrong","!'_",")_",",_","\\u\\u\\uNL\\u\\u\\u_","message_","=_","mail","\\u","message_","\\u\\u\\uNL\\u\\u\\u_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","return_","json_","._","dumps_","(_","request_","._","vars_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","@_","auth_","._","require","s","\\u","login_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","def_","success_","(_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","_","\"\"\"","\\","10",";","\t","Thi","s"," ","function"," ","is"," ","supposed"," ","to"," ","show"," ","a"," ","success"," ","or"," ","error"," ","message","\\","10",";","\t","depend","ing"," ","of"," ","what"," ","Pay","Pal"," ","IP","N"," ","return","s",".","\\","10",";","\\","10",";","\t","Sin","ce"," ","in"," ","local","host"," ","we"," ","receive"," ","no"," ","return"," ","of"," ","Pay","Pal",","," ","we"," ","can","\\","10",";","\t","hack"," ","a"," ","litt","le"," ","bit"," ","in"," ","order"," ","to"," ","make"," ","the"," ","app"," ","continuous",".","\\","10",";","\t","\"\"\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","if_","request_","._","is","\\u","local_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","log","\\u","in","\\u","file_","(_","str_","(_","request_","._","vars_",")_",",_","'/","tmp","/","paypal","return",".","txt","'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","log","\\u","in","\\u","file_","(_","str_","(_","request_","._","vars_",")_",",_","'/","var","/","log","/","paypal","return",".","txt","'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","pending_","=_","Pend","ing_","(_","id_","=_","session_","._","pending_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","request_","._","is","\\u","local_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","##"," ","do"," ","what"," ","ip","n"," ","was"," ","supposed"," ","to"," ","do_","\\u\\u\\uNL\\u\\u\\u_","##"," ","just"," ","for"," ","continui","ty"," ","purpose","s_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","confirmed_","=_","Confirm","ed_","._","insert_","(_","\\u\\u\\uNL\\u\\u\\u_","order","\\u","id_","=_","pending_","._","order","\\u","id_",",_","\\u\\u\\uNL\\u\\u\\u_","pend","ing","\\u","id_","=_","pending_","._","id_",",_","\\u\\u\\uNL\\u\\u\\u_","confirmation","\\u","time_","=_","request_","._","now_","\\u\\u\\uNL\\u\\u\\u_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","pending_","._","update","\\u","record_","(_","confirmed_","=_","True_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","Order_","(_","id_","=_","pending_","._","order","\\u","id_",")_","._","update","\\u","record_","(_","status_","=_","2_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","mail","\\u","message_","=_","T_","(_","'","We"," ","just"," ","confirm","ed"," ","your"," ","pay","ment"," ","for"," ","order"," ","number"," ","%","s",".'_",")_","%_","pending_","._","order","\\u","id_","._","token_","\\u\\u\\uNEWLINE\\u\\u\\u_","mail","\\u","message_","+=_","'\\\\","n","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","mail","\\u","message_","+=_","T_","(_","'","The"," ","total"," ","amo","unt"," ","was"," ","R","$%",".2","f",".'_",")_","%_","pending_","._","order","\\u","id_","._","amount_","\\u\\u\\uNEWLINE\\u\\u\\u_","mail","\\u","message_","+=_","'\\\\","n","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","mail","\\u","message_","+=_","T_","(_","'","You"," ","can"," ","check"," ","your"," ","pay","ment"," ","histo","ry"," ","after"," ","login"," ","in"," ","to"," ","your"," ","profile",".'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","mail","\\u","message_","+=_","'\\\\","n","\\\\","n","'_","\\u\\u\\uNEWLINE\\u\\u\\u_","mail","\\u","message_","+=_","T_","(_","'","Than","k"," ","you","!'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","mail_","._","send_","(_","to_","=_","pending_","._","order","\\u","id_","._","user","\\u","id_","._","email_",",_","\\u\\u\\uNL\\u\\u\\u_","subject_","=_","T_","(_","\"","Payment"," ","confirm","ed","!\"_",")_",",_","\\u\\u\\uNL\\u\\u\\u_","message_","=_","mail","\\u","message_","\\u\\u\\uNL\\u\\u\\u_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","pending_","._","confirmed_","or_","request_","._","is","\\u","local_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","message_","=_","T_","(_","'","Payment"," ","complete","d","!"," ","Cong","rat","ulation","s"," ","for"," ","your"," ","purchase","!'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","for_","cart","\\u","class_","in_","pending_","._","order","\\u","id_","._","products_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t\t_","Student_","._","insert_","(_","student_","=_","auth_","._","user_","._","id_",",_","class","\\u","id_","=_","cart","\\u","class_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u\t","\t_","message_","=_","T_","(_","'","So","rr","y","!"," ","Some","thing"," ","bad"," ","happ","ened","!'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","return_","dict_","(_","message_","=_","message_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_"],"string":"[\n \"[CLS]_\",\n \"Un\",\n \"used_\",\n \"local_\",\n \"variable_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"@_\",\n \"auth_\",\n \"._\",\n \"require\",\n \"s\",\n \"\\\\u\",\n \"login_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"pay\",\n \"\\\\u\",\n \"courses_\",\n \"(_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"_\",\n \"\\\"\\\"\\\"\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\t\",\n \"Thi\",\n \"s\",\n \" \",\n \"function\",\n \" \",\n \"is\",\n \" \",\n \"responsib\",\n \"le\",\n \" \",\n \"to\",\n \" \",\n \"redirec\",\n \"t\",\n \" \",\n \"the\",\n \" \",\n \"user\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\t\",\n \"to\",\n \" \",\n \"the\",\n \" \",\n \"pay\",\n \"ment\",\n \" \",\n \"method\",\n \" \",\n \"it\",\n \" \",\n \"chos\",\n \"e\",\n \" \",\n \"and\",\n \" \",\n \"process\",\n \" \",\n \"if\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\t\",\n \"the\",\n \" \",\n \"amo\",\n \"unt\",\n \" \",\n \"to\",\n \" \",\n \"be\",\n \" \",\n \"paid\",\n \" \",\n \"is\",\n \" \",\n \"free\",\n \".\",\n \" \",\n \"In\",\n \" \",\n \"this\",\n \" \",\n \"case\",\n \",\",\n \" \",\n \"it\",\n \" \",\n \"will\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\t\",\n \"enroll\",\n \" \",\n \"the\",\n \" \",\n \"student\",\n \" \",\n \"to\",\n \" \",\n \"the\",\n \" \",\n \"class\",\n \".\",\n \" \",\n \"Ot\",\n \"her\",\n \" \",\n \"way\",\n \",\",\n \" \",\n \"the\",\n \" \",\n \"user\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\t\",\n \"will\",\n \" \",\n \"be\",\n \" \",\n \"redirected\",\n \" \",\n \"to\",\n \" \",\n \"pay\",\n \".\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\t\",\n \"\\\"\\\"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"order_\",\n \"=_\",\n \"Order_\",\n \"(_\",\n \"id_\",\n \"=_\",\n \"session_\",\n \"._\",\n \"order_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"order_\",\n \"._\",\n \"amount_\",\n \"==_\",\n \"0_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"pending_\",\n \"=_\",\n \"Pend\",\n \"ing_\",\n \"._\",\n \"insert_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"order\",\n \"\\\\u\",\n \"id_\",\n \"=_\",\n \"session_\",\n \"._\",\n \"order_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"confirmed_\",\n \"=_\",\n \"True_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"confirmed_\",\n \"=_\",\n \"Confirm\",\n \"ed_\",\n \"._\",\n \"insert_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"order\",\n \"\\\\u\",\n \"id_\",\n \"=_\",\n \"order_\",\n \"._\",\n \"id_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"pend\",\n \"ing\",\n \"\\\\u\",\n \"id_\",\n \"=_\",\n \"pending_\",\n \"._\",\n \"id_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"confirmation\",\n \"\\\\u\",\n \"time_\",\n \"=_\",\n \"request_\",\n \"._\",\n \"now_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"order_\",\n \"._\",\n \"update\",\n \"\\\\u\",\n \"record_\",\n \"(_\",\n \"status_\",\n \"=_\",\n \"2_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"session_\",\n \"._\",\n \"pending_\",\n \"=_\",\n \"pending_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"redirect_\",\n \"(_\",\n \"URL_\",\n \"(_\",\n \"'\",\n \"success\",\n \"'_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"message_\",\n \"=_\",\n \"T_\",\n \"(_\",\n \"'\",\n \"We\",\n \" \",\n \"just\",\n \" \",\n \"confirm\",\n \"ed\",\n \" \",\n \"your\",\n \" \",\n \"pay\",\n \"ment\",\n \" \",\n \"for\",\n \" \",\n \"order\",\n \" \",\n \"number\",\n \" \",\n \"%\",\n \"s\",\n \".'_\",\n \")_\",\n \"%_\",\n \"order_\",\n \"._\",\n \"token_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"message_\",\n \"+=_\",\n \"'\\\\\\\\\",\n \"n\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"message_\",\n \"+=_\",\n \"T_\",\n \"(_\",\n \"'\",\n \"The\",\n \" \",\n \"total\",\n \" \",\n \"amo\",\n \"unt\",\n \" \",\n \"was\",\n \" \",\n \"R\",\n \"$%\",\n \".2\",\n \"f\",\n \".'_\",\n \")_\",\n \"%_\",\n \"order_\",\n \"._\",\n \"amount_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"message_\",\n \"+=_\",\n \"'\\\\\\\\\",\n \"n\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"message_\",\n \"+=_\",\n \"T_\",\n \"(_\",\n \"'\",\n \"You\",\n \" \",\n \"can\",\n \" \",\n \"check\",\n \" \",\n \"your\",\n \" \",\n \"pay\",\n \"ment\",\n \" \",\n \"histo\",\n \"ry\",\n \" \",\n \"after\",\n \" \",\n \"login\",\n \" \",\n \"in\",\n \" \",\n \"to\",\n \" \",\n \"your\",\n \" \",\n \"profile\",\n \".'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"message_\",\n \"+=_\",\n \"'\\\\\\\\\",\n \"n\",\n \"\\\\\\\\\",\n \"n\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"message_\",\n \"+=_\",\n \"T_\",\n \"(_\",\n \"'\",\n \"Than\",\n \"k\",\n \" \",\n \"you\",\n \"!'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mail_\",\n \"._\",\n \"send_\",\n \"(_\",\n \"to_\",\n \"=_\",\n \"order_\",\n \"._\",\n \"user\",\n \"\\\\u\",\n \"id_\",\n \"._\",\n \"email_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"subject_\",\n \"=_\",\n \"T_\",\n \"(_\",\n \"\\\"\",\n \"Payment\",\n \" \",\n \"confirm\",\n \"ed\",\n \"!\\\"_\",\n \")_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"message_\",\n \"=_\",\n \"message_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"pending_\",\n \"=_\",\n \"Pend\",\n \"ing_\",\n \"._\",\n \"insert_\",\n \"(_\",\n \"order\",\n \"\\\\u\",\n \"id_\",\n \"=_\",\n \"order_\",\n \"._\",\n \"id_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"session_\",\n \"._\",\n \"pending_\",\n \"=_\",\n \"pending_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"redirect_\",\n \"(_\",\n \"URL_\",\n \"(_\",\n \"'\",\n \"paypal\",\n \"'_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"ip\",\n \"n_\",\n \"(_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"_\",\n \"\\\"\\\"\\\"\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\t\",\n \"The\",\n \" \",\n \"IP\",\n \"N\",\n \" \",\n \"is\",\n \" \",\n \"the\",\n \" \",\n \"method\",\n \" \",\n \"tha\",\n \"t\",\n \" \",\n \"Pay\",\n \"Pal\",\n \" \",\n \"use\",\n \"s\",\n \" \",\n \"to\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\t\",\n \"return\",\n \" \",\n \"informati\",\n \"on\",\n \" \",\n \"abo\",\n \"ut\",\n \" \",\n \"the\",\n \" \",\n \"pay\",\n \"ment\",\n \".\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\t\",\n \"Thi\",\n \"s\",\n \" \",\n \"function\",\n \" \",\n \"will\",\n \" \",\n \"receive\",\n \" \",\n \"this\",\n \" \",\n \"info\",\n \" \",\n \"and\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\t\",\n \"validat\",\n \"e\",\n \" \",\n \"it\",\n \",\",\n \" \",\n \"marking\",\n \" \",\n \"the\",\n \" \",\n \"user\",\n \"'\",\n \"s\",\n \" \",\n \"order\",\n \" \",\n \"as\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\t\",\n \"confirm\",\n \"ed\",\n \" \",\n \"or\",\n \" \",\n \"not\",\n \".\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\t\",\n \"Pay\",\n \"Pal\",\n \" \",\n \"only\",\n \" \",\n \"confirm\",\n \" \",\n \"the\",\n \" \",\n \"receipt\",\n \" \",\n \"of\",\n \" \",\n \"this\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\t\",\n \"informati\",\n \"on\",\n \" \",\n \"if\",\n \" \",\n \"you\",\n \" \",\n \"return\",\n \" \",\n \"the\",\n \" \",\n \"same\",\n \" \",\n \"info\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\t\",\n \"it\",\n \" \",\n \"pass\",\n \"ed\",\n \" \",\n \"to\",\n \" \",\n \"you\",\n \".\",\n \" \",\n \"So\",\n \",\",\n \" \",\n \"we\",\n \" \",\n \"return\",\n \" \",\n \"the\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\t\",\n \"request\",\n \".\",\n \"vars\",\n \" \",\n \"at\",\n \" \",\n \"the\",\n \" \",\n \"end\",\n \" \",\n \"of\",\n \" \",\n \"the\",\n \" \",\n \"function\",\n \".\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\t\",\n \"\\\"\\\"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"json_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"write\",\n \"\\\\u\",\n \"logs_\",\n \"(_\",\n \"request_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"pending_\",\n \"=_\",\n \"Pend\",\n \"ing_\",\n \"(_\",\n \"id_\",\n \"=_\",\n \"int_\",\n \"(_\",\n \"request_\",\n \"._\",\n \"vars_\",\n \"._\",\n \"invoice_\",\n \")_\",\n \",_\",\n \"confirmed_\",\n \"=_\",\n \"False_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"not_\",\n \"pending_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"raise_\",\n \"HTTP_\",\n \"(_\",\n \"404_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"alr\",\n \"ead\",\n \"y\",\n \"\\\\u\",\n \"confirmed_\",\n \"=_\",\n \"Confirm\",\n \"ed_\",\n \"(_\",\n \"pend\",\n \"ing\",\n \"\\\\u\",\n \"id_\",\n \"=_\",\n \"pending_\",\n \"._\",\n \"id_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"alr\",\n \"ead\",\n \"y\",\n \"\\\\u\",\n \"confirmed_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"return_\",\n \"dict_\",\n \"(_\",\n \"status_\",\n \"=_\",\n \"\\\"\",\n \"Al\",\n \"read\",\n \"y\",\n \" \",\n \"Confirm\",\n \"ed\",\n \"\\\"_\",\n \",_\",\n \"data_\",\n \"=_\",\n \"alr\",\n \"ead\",\n \"y\",\n \"\\\\u\",\n \"confirmed_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"request_\",\n \"._\",\n \"vars_\",\n \"._\",\n \"pay\",\n \"ment\",\n \"\\\\u\",\n \"status_\",\n \"==_\",\n \"'\",\n \"Complete\",\n \"d\",\n \"'_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"confirmed_\",\n \"=_\",\n \"Confirm\",\n \"ed_\",\n \"._\",\n \"insert_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"order\",\n \"\\\\u\",\n \"id_\",\n \"=_\",\n \"pending_\",\n \"._\",\n \"order\",\n \"\\\\u\",\n \"id_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"pend\",\n \"ing\",\n \"\\\\u\",\n \"id_\",\n \"=_\",\n \"pending_\",\n \"._\",\n \"id_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"confirmation\",\n \"\\\\u\",\n \"time_\",\n \"=_\",\n \"request_\",\n \"._\",\n \"now_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"pending_\",\n \"._\",\n \"update\",\n \"\\\\u\",\n \"record_\",\n \"(_\",\n \"confirmed_\",\n \"=_\",\n \"True_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"Order_\",\n \"(_\",\n \"id_\",\n \"=_\",\n \"pending_\",\n \"._\",\n \"order\",\n \"\\\\u\",\n \"id_\",\n \")_\",\n \"._\",\n \"update\",\n \"\\\\u\",\n \"record_\",\n \"(_\",\n \"status_\",\n \"=_\",\n \"2_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"message_\",\n \"=_\",\n \"T_\",\n \"(_\",\n \"'\",\n \"We\",\n \" \",\n \"just\",\n \" \",\n \"confirm\",\n \"ed\",\n \" \",\n \"your\",\n \" \",\n \"pay\",\n \"ment\",\n \" \",\n \"for\",\n \" \",\n \"order\",\n \" \",\n \"number\",\n \" \",\n \"%\",\n \"s\",\n \".'_\",\n \")_\",\n \"%_\",\n \"pending_\",\n \"._\",\n \"order\",\n \"\\\\u\",\n \"id_\",\n \"._\",\n \"token_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"message_\",\n \"+=_\",\n \"'\\\\\\\\\",\n \"n\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"message_\",\n \"+=_\",\n \"T_\",\n \"(_\",\n \"'\",\n \"The\",\n \" \",\n \"total\",\n \" \",\n \"amo\",\n \"unt\",\n \" \",\n \"was\",\n \" \",\n \"R\",\n \"$%\",\n \".2\",\n \"f\",\n \".'_\",\n \")_\",\n \"%_\",\n \"pending_\",\n \"._\",\n \"order\",\n \"\\\\u\",\n \"id_\",\n \"._\",\n \"amount_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"message_\",\n \"+=_\",\n \"'\\\\\\\\\",\n \"n\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"message_\",\n \"+=_\",\n \"T_\",\n \"(_\",\n \"'\",\n \"You\",\n \" \",\n \"can\",\n \" \",\n \"check\",\n \" \",\n \"your\",\n \" \",\n \"pay\",\n \"ment\",\n \" \",\n \"histo\",\n \"ry\",\n \" \",\n \"after\",\n \" \",\n \"login\",\n \" \",\n \"in\",\n \" \",\n \"to\",\n \" \",\n \"your\",\n \" \",\n \"profile\",\n \".'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"message_\",\n \"+=_\",\n \"'\\\\\\\\\",\n \"n\",\n \"\\\\\\\\\",\n \"n\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"message_\",\n \"+=_\",\n \"T_\",\n \"(_\",\n \"'\",\n \"Than\",\n \"k\",\n \" \",\n \"you\",\n \"!'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mail_\",\n \"._\",\n \"send_\",\n \"(_\",\n \"to_\",\n \"=_\",\n \"pending_\",\n \"._\",\n \"order\",\n \"\\\\u\",\n \"id_\",\n \"._\",\n \"user\",\n \"\\\\u\",\n \"id_\",\n \"._\",\n \"email_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"subject_\",\n \"=_\",\n \"T_\",\n \"(_\",\n \"\\\"\",\n \"Payment\",\n \" \",\n \"confirm\",\n \"ed\",\n \"!\\\"_\",\n \")_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"message_\",\n \"=_\",\n \"message_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"if_\",\n \"request_\",\n \"._\",\n \"is\",\n \"\\\\u\",\n \"local_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t\\t_\",\n \"path_\",\n \"=_\",\n \"'/\",\n \"tmp\",\n \"/\",\n \"ip\",\n \"n\",\n \"\\\\u\",\n \"not\",\n \"\\\\u\",\n \"complete\",\n \"d\",\n \".\",\n \"txt\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"##\",\n \" \",\n \"common\",\n \" \",\n \"path\",\n \" \",\n \"for\",\n \" \",\n \"logs_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t\\t_\",\n \"path_\",\n \"=_\",\n \"'/\",\n \"var\",\n \"/\",\n \"log\",\n \"/\",\n \"ip\",\n \"n\",\n \"\\\\u\",\n \"not\",\n \"\\\\u\",\n \"complete\",\n \"d\",\n \".\",\n \"txt\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"message_\",\n \"=_\",\n \"'-'_\",\n \"*_\",\n \"80_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"message_\",\n \"+=_\",\n \"'\\\\\\\\\",\n \"n\",\n \"IP\",\n \"N\",\n \" \",\n \"NOT\",\n \" \",\n \"COMPLETED\",\n \"\\\\\\\\\",\n \"n\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"message_\",\n \"+=_\",\n \"str_\",\n \"(_\",\n \"request_\",\n \"._\",\n \"vars_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"message_\",\n \"+=_\",\n \"'\\\\\\\\\",\n \"n\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"log\",\n \"\\\\u\",\n \"in\",\n \"\\\\u\",\n \"file_\",\n \"(_\",\n \"message_\",\n \",_\",\n \"path_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"Order_\",\n \"(_\",\n \"id_\",\n \"=_\",\n \"pending_\",\n \"._\",\n \"order\",\n \"\\\\u\",\n \"id_\",\n \")_\",\n \"._\",\n \"update\",\n \"\\\\u\",\n \"record_\",\n \"(_\",\n \"status_\",\n \"=_\",\n \"3_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mail\",\n \"\\\\u\",\n \"message_\",\n \"=_\",\n \"T_\",\n \"(_\",\n \"'\",\n \"There\",\n \" \",\n \"was\",\n \" \",\n \"a\",\n \" \",\n \"problem\",\n \" \",\n \"with\",\n \" \",\n \"your\",\n \" \",\n \"pay\",\n \"ment\",\n \"!'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mail\",\n \"\\\\u\",\n \"message_\",\n \"+=_\",\n \"'\\\\\\\\\",\n \"n\",\n \"\\\\\\\\\",\n \"n\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mail\",\n \"\\\\u\",\n \"message_\",\n \"+=_\",\n \"T_\",\n \"(_\",\n \"\\\"\",\n \"Some\",\n \"thing\",\n \" \",\n \"happ\",\n \"ened\",\n \" \",\n \"and\",\n \" \",\n \"we\",\n \" \",\n \"coul\",\n \"dn\",\n \"'\",\n \"t\",\n \" \",\n \"verify\",\n \" \",\n \"your\",\n \" \",\n \"pay\",\n \"ment\",\n \".\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mail\",\n \"\\\\u\",\n \"message_\",\n \"+=_\",\n \"'\\\\\\\\\",\n \"n\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mail\",\n \"\\\\u\",\n \"message_\",\n \"+=_\",\n \"T_\",\n \"(_\",\n \"\\\"\",\n \"If\",\n \" \",\n \"you\",\n \"'\",\n \"re\",\n \" \",\n \"sure\",\n \" \",\n \"you\",\n \" \",\n \"paid\",\n \" \",\n \"the\",\n \" \",\n \"order\",\n \",\",\n \" \",\n \"plea\",\n \"se\",\n \" \",\n \"contact\",\n \" \",\n \"us\",\n \".\",\n \" \",\n \"Ot\",\n \"her\",\n \"wis\",\n \"e\",\n \",\",\n \" \",\n \"try\",\n \" \",\n \"to\",\n \" \",\n \"pay\",\n \" \",\n \"again\",\n \" \",\n \"late\",\n \"r\",\n \".\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mail\",\n \"\\\\u\",\n \"message_\",\n \"+=_\",\n \"'\\\\\\\\\",\n \"n\",\n \"\\\\\\\\\",\n \"n\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mail\",\n \"\\\\u\",\n \"message_\",\n \"+=_\",\n \"T_\",\n \"(_\",\n \"\\\"\",\n \"Than\",\n \"k\",\n \" \",\n \"you\",\n \".\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mail_\",\n \"._\",\n \"send_\",\n \"(_\",\n \"to_\",\n \"=_\",\n \"pending_\",\n \"._\",\n \"order\",\n \"\\\\u\",\n \"id_\",\n \"._\",\n \"user\",\n \"\\\\u\",\n \"id_\",\n \"._\",\n \"email_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"subject_\",\n \"=_\",\n \"T_\",\n \"(_\",\n \"'\",\n \"Some\",\n \"thing\",\n \" \",\n \"wen\",\n \"t\",\n \" \",\n \"wrong\",\n \"!'_\",\n \")_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"message_\",\n \"=_\",\n \"mail\",\n \"\\\\u\",\n \"message_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"json_\",\n \"._\",\n \"dumps_\",\n \"(_\",\n \"request_\",\n \"._\",\n \"vars_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"@_\",\n \"auth_\",\n \"._\",\n \"require\",\n \"s\",\n \"\\\\u\",\n \"login_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"success_\",\n \"(_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"_\",\n \"\\\"\\\"\\\"\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\t\",\n \"Thi\",\n \"s\",\n \" \",\n \"function\",\n \" \",\n \"is\",\n \" \",\n \"supposed\",\n \" \",\n \"to\",\n \" \",\n \"show\",\n \" \",\n \"a\",\n \" \",\n \"success\",\n \" \",\n \"or\",\n \" \",\n \"error\",\n \" \",\n \"message\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\t\",\n \"depend\",\n \"ing\",\n \" \",\n \"of\",\n \" \",\n \"what\",\n \" \",\n \"Pay\",\n \"Pal\",\n \" \",\n \"IP\",\n \"N\",\n \" \",\n \"return\",\n \"s\",\n \".\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\t\",\n \"Sin\",\n \"ce\",\n \" \",\n \"in\",\n \" \",\n \"local\",\n \"host\",\n \" \",\n \"we\",\n \" \",\n \"receive\",\n \" \",\n \"no\",\n \" \",\n \"return\",\n \" \",\n \"of\",\n \" \",\n \"Pay\",\n \"Pal\",\n \",\",\n \" \",\n \"we\",\n \" \",\n \"can\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\t\",\n \"hack\",\n \" \",\n \"a\",\n \" \",\n \"litt\",\n \"le\",\n \" \",\n \"bit\",\n \" \",\n \"in\",\n \" \",\n \"order\",\n \" \",\n \"to\",\n \" \",\n \"make\",\n \" \",\n \"the\",\n \" \",\n \"app\",\n \" \",\n \"continuous\",\n \".\",\n \"\\\\\",\n \"10\",\n \";\",\n \"\\t\",\n \"\\\"\\\"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"request_\",\n \"._\",\n \"is\",\n \"\\\\u\",\n \"local_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"log\",\n \"\\\\u\",\n \"in\",\n \"\\\\u\",\n \"file_\",\n \"(_\",\n \"str_\",\n \"(_\",\n \"request_\",\n \"._\",\n \"vars_\",\n \")_\",\n \",_\",\n \"'/\",\n \"tmp\",\n \"/\",\n \"paypal\",\n \"return\",\n \".\",\n \"txt\",\n \"'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"log\",\n \"\\\\u\",\n \"in\",\n \"\\\\u\",\n \"file_\",\n \"(_\",\n \"str_\",\n \"(_\",\n \"request_\",\n \"._\",\n \"vars_\",\n \")_\",\n \",_\",\n \"'/\",\n \"var\",\n \"/\",\n \"log\",\n \"/\",\n \"paypal\",\n \"return\",\n \".\",\n \"txt\",\n \"'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"pending_\",\n \"=_\",\n \"Pend\",\n \"ing_\",\n \"(_\",\n \"id_\",\n \"=_\",\n \"session_\",\n \"._\",\n \"pending_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"request_\",\n \"._\",\n \"is\",\n \"\\\\u\",\n \"local_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"##\",\n \" \",\n \"do\",\n \" \",\n \"what\",\n \" \",\n \"ip\",\n \"n\",\n \" \",\n \"was\",\n \" \",\n \"supposed\",\n \" \",\n \"to\",\n \" \",\n \"do_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"##\",\n \" \",\n \"just\",\n \" \",\n \"for\",\n \" \",\n \"continui\",\n \"ty\",\n \" \",\n \"purpose\",\n \"s_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"confirmed_\",\n \"=_\",\n \"Confirm\",\n \"ed_\",\n \"._\",\n \"insert_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"order\",\n \"\\\\u\",\n \"id_\",\n \"=_\",\n \"pending_\",\n \"._\",\n \"order\",\n \"\\\\u\",\n \"id_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"pend\",\n \"ing\",\n \"\\\\u\",\n \"id_\",\n \"=_\",\n \"pending_\",\n \"._\",\n \"id_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"confirmation\",\n \"\\\\u\",\n \"time_\",\n \"=_\",\n \"request_\",\n \"._\",\n \"now_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"pending_\",\n \"._\",\n \"update\",\n \"\\\\u\",\n \"record_\",\n \"(_\",\n \"confirmed_\",\n \"=_\",\n \"True_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"Order_\",\n \"(_\",\n \"id_\",\n \"=_\",\n \"pending_\",\n \"._\",\n \"order\",\n \"\\\\u\",\n \"id_\",\n \")_\",\n \"._\",\n \"update\",\n \"\\\\u\",\n \"record_\",\n \"(_\",\n \"status_\",\n \"=_\",\n \"2_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mail\",\n \"\\\\u\",\n \"message_\",\n \"=_\",\n \"T_\",\n \"(_\",\n \"'\",\n \"We\",\n \" \",\n \"just\",\n \" \",\n \"confirm\",\n \"ed\",\n \" \",\n \"your\",\n \" \",\n \"pay\",\n \"ment\",\n \" \",\n \"for\",\n \" \",\n \"order\",\n \" \",\n \"number\",\n \" \",\n \"%\",\n \"s\",\n \".'_\",\n \")_\",\n \"%_\",\n \"pending_\",\n \"._\",\n \"order\",\n \"\\\\u\",\n \"id_\",\n \"._\",\n \"token_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mail\",\n \"\\\\u\",\n \"message_\",\n \"+=_\",\n \"'\\\\\\\\\",\n \"n\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mail\",\n \"\\\\u\",\n \"message_\",\n \"+=_\",\n \"T_\",\n \"(_\",\n \"'\",\n \"The\",\n \" \",\n \"total\",\n \" \",\n \"amo\",\n \"unt\",\n \" \",\n \"was\",\n \" \",\n \"R\",\n \"$%\",\n \".2\",\n \"f\",\n \".'_\",\n \")_\",\n \"%_\",\n \"pending_\",\n \"._\",\n \"order\",\n \"\\\\u\",\n \"id_\",\n \"._\",\n \"amount_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mail\",\n \"\\\\u\",\n \"message_\",\n \"+=_\",\n \"'\\\\\\\\\",\n \"n\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mail\",\n \"\\\\u\",\n \"message_\",\n \"+=_\",\n \"T_\",\n \"(_\",\n \"'\",\n \"You\",\n \" \",\n \"can\",\n \" \",\n \"check\",\n \" \",\n \"your\",\n \" \",\n \"pay\",\n \"ment\",\n \" \",\n \"histo\",\n \"ry\",\n \" \",\n \"after\",\n \" \",\n \"login\",\n \" \",\n \"in\",\n \" \",\n \"to\",\n \" \",\n \"your\",\n \" \",\n \"profile\",\n \".'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mail\",\n \"\\\\u\",\n \"message_\",\n \"+=_\",\n \"'\\\\\\\\\",\n \"n\",\n \"\\\\\\\\\",\n \"n\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mail\",\n \"\\\\u\",\n \"message_\",\n \"+=_\",\n \"T_\",\n \"(_\",\n \"'\",\n \"Than\",\n \"k\",\n \" \",\n \"you\",\n \"!'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mail_\",\n \"._\",\n \"send_\",\n \"(_\",\n \"to_\",\n \"=_\",\n \"pending_\",\n \"._\",\n \"order\",\n \"\\\\u\",\n \"id_\",\n \"._\",\n \"user\",\n \"\\\\u\",\n \"id_\",\n \"._\",\n \"email_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"subject_\",\n \"=_\",\n \"T_\",\n \"(_\",\n \"\\\"\",\n \"Payment\",\n \" \",\n \"confirm\",\n \"ed\",\n \"!\\\"_\",\n \")_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"message_\",\n \"=_\",\n \"mail\",\n \"\\\\u\",\n \"message_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"pending_\",\n \"._\",\n \"confirmed_\",\n \"or_\",\n \"request_\",\n \"._\",\n \"is\",\n \"\\\\u\",\n \"local_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"message_\",\n \"=_\",\n \"T_\",\n \"(_\",\n \"'\",\n \"Payment\",\n \" \",\n \"complete\",\n \"d\",\n \"!\",\n \" \",\n \"Cong\",\n \"rat\",\n \"ulation\",\n \"s\",\n \" \",\n \"for\",\n \" \",\n \"your\",\n \" \",\n \"purchase\",\n \"!'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"for_\",\n \"cart\",\n \"\\\\u\",\n \"class_\",\n \"in_\",\n \"pending_\",\n \"._\",\n \"order\",\n \"\\\\u\",\n \"id_\",\n \"._\",\n \"products_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t\\t_\",\n \"Student_\",\n \"._\",\n \"insert_\",\n \"(_\",\n \"student_\",\n \"=_\",\n \"auth_\",\n \"._\",\n \"user_\",\n \"._\",\n \"id_\",\n \",_\",\n \"class\",\n \"\\\\u\",\n \"id_\",\n \"=_\",\n \"cart\",\n \"\\\\u\",\n \"class_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u\\t\",\n \"\\t_\",\n \"message_\",\n \"=_\",\n \"T_\",\n \"(_\",\n \"'\",\n \"So\",\n \"rr\",\n \"y\",\n \"!\",\n \" \",\n \"Some\",\n \"thing\",\n \" \",\n \"bad\",\n \" \",\n \"happ\",\n \"ened\",\n \"!'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"dict_\",\n \"(_\",\n \"message_\",\n \"=_\",\n \"message_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\"\n]","isConversational":false},"label_sequence":{"kind":"list like","value":[4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],"string":"[\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2\n]","isConversational":false}}},{"rowIdx":191,"cells":{"query_name":{"kind":"string","value":"Comparison of identical values"},"code_file_path":{"kind":"string","value":"amrdraz/kodr/app/brython/www/src/Lib/test/test_richcmp.py"},"context_blocks":{"kind":"list like","value":[{"content":" def test_coverage(self):\n # exercise all comparisons for lists\n x = [42]\n self.assertIs(x<x, False)\n self.assertIs(x<=x, True)\n self.assertIs(x==x, True)\n self.assertIs(x!=x, False)\n self.assertIs(x>x, False)\n self.assertIs(x>=x, True)\n y = [42, 42]\n self.assertIs(x<y, True)\n self.assertIs(x<=y, True)\n self.assertIs(x==y, False)\n self.assertIs(x!=y, True)\n self.assertIs(x>y, False)\n self.assertIs(x>=y, False)","metadata":"root.ListTest.test_coverage","header":"['class', 'ListTest', '(', 'unittest', '.', 'TestCase', ')', ':', '___EOS___']","index":282}],"string":"[\n {\n \"content\": \" def test_coverage(self):\\n # exercise all comparisons for lists\\n x = [42]\\n self.assertIs(x<x, False)\\n self.assertIs(x<=x, True)\\n self.assertIs(x==x, True)\\n self.assertIs(x!=x, False)\\n self.assertIs(x>x, False)\\n self.assertIs(x>=x, True)\\n y = [42, 42]\\n self.assertIs(x<y, True)\\n self.assertIs(x<=y, True)\\n self.assertIs(x==y, False)\\n self.assertIs(x!=y, True)\\n self.assertIs(x>y, False)\\n self.assertIs(x>=y, False)\",\n \"metadata\": \"root.ListTest.test_coverage\",\n \"header\": \"['class', 'ListTest', '(', 'unittest', '.', 'TestCase', ')', ':', '___EOS___']\",\n \"index\": 282\n }\n]","isConversational":false},"answer_spans":{"kind":"list like","value":[{"span":"x<x,","start_line":285,"start_column":22,"end_line":285,"end_column":25},{"span":"x<=x,","start_line":286,"start_column":22,"end_line":286,"end_column":26},{"span":"x==x,","start_line":287,"start_column":22,"end_line":287,"end_column":26},{"span":"x!=x,","start_line":288,"start_column":22,"end_line":288,"end_column":26},{"span":"x>x,","start_line":289,"start_column":22,"end_line":289,"end_column":25},{"span":"x>=x,","start_line":290,"start_column":22,"end_line":290,"end_column":26}],"string":"[\n {\n \"span\": \"x<x,\",\n \"start_line\": 285,\n \"start_column\": 22,\n \"end_line\": 285,\n \"end_column\": 25\n },\n {\n \"span\": \"x<=x,\",\n \"start_line\": 286,\n \"start_column\": 22,\n \"end_line\": 286,\n \"end_column\": 26\n },\n {\n \"span\": \"x==x,\",\n \"start_line\": 287,\n \"start_column\": 22,\n \"end_line\": 287,\n \"end_column\": 26\n },\n {\n \"span\": \"x!=x,\",\n \"start_line\": 288,\n \"start_column\": 22,\n \"end_line\": 288,\n \"end_column\": 26\n },\n {\n \"span\": \"x>x,\",\n \"start_line\": 289,\n \"start_column\": 22,\n \"end_line\": 289,\n \"end_column\": 25\n },\n {\n \"span\": \"x>=x,\",\n \"start_line\": 290,\n \"start_column\": 22,\n \"end_line\": 290,\n \"end_column\": 26\n }\n]","isConversational":false},"supporting_fact_spans":{"kind":"list like","value":[],"string":"[]","isConversational":false},"example_type":{"kind":"number","value":1,"string":"1"},"single_hop":{"kind":"bool","value":true,"string":"true"},"subtokenized_input_sequence":{"kind":"list like","value":["[CLS]_","Compari","son_","of_","identical_","values_","[SEP]_","class_","List","Test_","(_","unittest_","._","Test","Case_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","def_","test\\u","coverage_","(_","self_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","exercise"," ","all"," ","comparisons"," ","for"," ","lists_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","x_","=_","[_","42_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Is_","(_","x_","<_","x_",",_","False_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Is_","(_","x_","<=_","x_",",_","True_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Is_","(_","x_","==_","x_",",_","True_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Is_","(_","x_","!=_","x_",",_","False_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Is_","(_","x_",">_","x_",",_","False_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Is_","(_","x_",">=_","x_",",_","True_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","y_","=_","[_","42_",",_","42_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Is_","(_","x_","<_","y_",",_","True_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Is_","(_","x_","<=_","y_",",_","True_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Is_","(_","x_","==_","y_",",_","False_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Is_","(_","x_","!=_","y_",",_","True_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Is_","(_","x_",">_","y_",",_","False_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Is_","(_","x_",">=_","y_",",_","False_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_"],"string":"[\n \"[CLS]_\",\n \"Compari\",\n \"son_\",\n \"of_\",\n \"identical_\",\n \"values_\",\n \"[SEP]_\",\n \"class_\",\n \"List\",\n \"Test_\",\n \"(_\",\n \"unittest_\",\n \"._\",\n \"Test\",\n \"Case_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"def_\",\n \"test\\\\u\",\n \"coverage_\",\n \"(_\",\n \"self_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"exercise\",\n \" \",\n \"all\",\n \" \",\n \"comparisons\",\n \" \",\n \"for\",\n \" \",\n \"lists_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"x_\",\n \"=_\",\n \"[_\",\n \"42_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Is_\",\n \"(_\",\n \"x_\",\n \"<_\",\n \"x_\",\n \",_\",\n \"False_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Is_\",\n \"(_\",\n \"x_\",\n \"<=_\",\n \"x_\",\n \",_\",\n \"True_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Is_\",\n \"(_\",\n \"x_\",\n \"==_\",\n \"x_\",\n \",_\",\n \"True_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Is_\",\n \"(_\",\n \"x_\",\n \"!=_\",\n \"x_\",\n \",_\",\n \"False_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Is_\",\n \"(_\",\n \"x_\",\n \">_\",\n \"x_\",\n \",_\",\n \"False_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Is_\",\n \"(_\",\n \"x_\",\n \">=_\",\n \"x_\",\n \",_\",\n \"True_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"y_\",\n \"=_\",\n \"[_\",\n \"42_\",\n \",_\",\n \"42_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Is_\",\n \"(_\",\n \"x_\",\n \"<_\",\n \"y_\",\n \",_\",\n \"True_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Is_\",\n \"(_\",\n \"x_\",\n \"<=_\",\n \"y_\",\n \",_\",\n \"True_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Is_\",\n \"(_\",\n \"x_\",\n \"==_\",\n \"y_\",\n \",_\",\n \"False_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Is_\",\n \"(_\",\n \"x_\",\n \"!=_\",\n \"y_\",\n \",_\",\n \"True_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Is_\",\n \"(_\",\n \"x_\",\n \">_\",\n \"y_\",\n \",_\",\n \"False_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Is_\",\n \"(_\",\n \"x_\",\n \">=_\",\n \"y_\",\n \",_\",\n \"False_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\"\n]","isConversational":false},"label_sequence":{"kind":"list like","value":[4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,2,2,2,2,2,2,2,2,2,0,1,1,2,2,2,2,2,2,2,2,2,0,1,1,2,2,2,2,2,2,2,2,2,0,1,1,2,2,2,2,2,2,2,2,2,0,1,1,2,2,2,2,2,2,2,2,2,0,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],"string":"[\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2\n]","isConversational":false}}},{"rowIdx":192,"cells":{"query_name":{"kind":"string","value":"Unused import"},"code_file_path":{"kind":"string","value":"dropbox/grouper/tests/test_requests.py"},"context_blocks":{"kind":"list like","value":[{"content":"from fixtures import graph, groups, permissions, session, standard_graph, users\n\nfrom grouper.model_soup import Group, Request, User\nfrom util import add_member\n\n\n\n","metadata":"root","header":"['module', '___EOS___']","index":0},{"content":"def test_basic_request(graph, groups, permissions, session, standard_graph, users):\n group_sre = groups[\"team-sre\"]\n group_not_sre = [g for name,g in groups.items() if name != \"team-sre\"]\n\n assert not any([group.my_requests(status=\"pending\").all() for group in groups.values()]), \\\n \"no group should start with pending requests\"\n\n group_sre.add_member(users[\"testuser@a.co\"], users[\"testuser@a.co\"], reason=\"for the lulz\")\n session.commit()\n\n request_not_sre = [group.my_requests(status=\"pending\").all() for group in group_not_sre]\n assert not any(request_not_sre), \"only affected group should show pending requests\"\n request_sre = group_sre.my_requests(status=\"pending\").all()\n assert len(request_sre) == 1, \"affected group should have request\"\n\n request = session.query(Request).filter_by(id=request_sre[0].id).scalar()\n request.update_status(users[\"gary@a.co\"], \"actioned\", \"for being a good person\")\n session.commit()\n\n assert not any([group.my_requests(status=\"pending\").all() for group in groups.values()]), \\\n \"no group should have requests after being actioned\"","metadata":"root.test_basic_request","header":"['module', '___EOS___']","index":6},{"content":"def test_aggregate_request(graph, groups, permissions, session, standard_graph, users):\n gary = users[\"gary@a.co\"]\n testuser = users[\"testuser@a.co\"]\n not_involved = [user for name,user in users.items() if name not in (\"gary@a.co\",\n \"testuser@a.co\")]\n\n assert not any([u.my_requests_aggregate().all() for u in users.values()]), \\\n \"should have no pending requests to begin with\"\n\n # one request to one team\n groups[\"team-sre\"].add_member(users[\"testuser@a.co\"], users[\"testuser@a.co\"],\n reason=\"for the lulz\")\n session.commit()\n\n assert len(gary.my_requests_aggregate().all()) == 1, \"one pending request for owner\"\n assert not any([u.my_requests_aggregate().all() for u in not_involved]), \\\n \"no pending requests if you're not the owner\"\n\n # two request to two teams, same owner\n groups[\"team-infra\"].add_member(users[\"testuser@a.co\"], users[\"testuser@a.co\"],\n reason=\"for the lulz\")\n session.commit()\n\n request_gary = gary.my_requests_aggregate().all()\n assert len(request_gary) == 2, \"two pending request for owner\"\n assert not any([u.my_requests_aggregate().all() for u in not_involved]), \\\n \"no pending requests if you're not the owner\"\n\n # resolving one request should reflect\n request = session.query(Request).filter_by(id=request_gary[0].id).scalar()\n request.update_status(users[\"gary@a.co\"], \"actioned\", \"for being a good person\")\n session.commit()\n\n assert len(gary.my_requests_aggregate().all()) == 1, \"one pending request for owner\"\n assert not any([u.my_requests_aggregate().all() for u in not_involved]), \\\n \"no pending requests if you're not the owner\"\n\n # requests to dependent teams should reflect apprpriately\n groups[\"security-team\"].add_member(users[\"testuser@a.co\"], users[\"testuser@a.co\"],\n reason=\"for the lulz\")\n session.commit()\n\n assert len(gary.my_requests_aggregate().all()) == 1, \"super owner should not get request\"\n assert len(users[\"oliver@a.co\"].my_requests_aggregate().all()) == 1, \"owner should get request\"\n user_not_gary_oliver = [u for n,u in users.items() if n not in (\"gary@a.co\",\"oliver@a.co\")]\n assert not any([u.my_requests_aggregate().all() for u in user_not_gary_oliver])\n\n # manager and np-owner should get requests\n figurehead = users[\"figurehead@a.co\"]\n add_member(groups[\"audited-team\"], figurehead, role=\"manager\")\n assert len(figurehead.my_requests_aggregate().all()) == 0, \"no request for np-owner at first\"\n\n groups[\"tech-ops\"].add_member(users[\"testuser@a.co\"], users[\"testuser@a.co\"],\n reason=\"for the lulz\")\n assert len(figurehead.my_requests_aggregate().all()) == 1, \"request for np-owner\"\n\n groups[\"audited-team\"].add_member(users[\"testuser@a.co\"], users[\"testuser@a.co\"],\n reason=\"for the lulz\")\n assert len(figurehead.my_requests_aggregate().all()) == 2, \"request for np-owner and manager\"","metadata":"root.test_aggregate_request","header":"['module', '___EOS___']","index":28}],"string":"[\n {\n \"content\": \"from fixtures import graph, groups, permissions, session, standard_graph, users\\n\\nfrom grouper.model_soup import Group, Request, User\\nfrom util import add_member\\n\\n\\n\\n\",\n \"metadata\": \"root\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 0\n },\n {\n \"content\": \"def test_basic_request(graph, groups, permissions, session, standard_graph, users):\\n group_sre = groups[\\\"team-sre\\\"]\\n group_not_sre = [g for name,g in groups.items() if name != \\\"team-sre\\\"]\\n\\n assert not any([group.my_requests(status=\\\"pending\\\").all() for group in groups.values()]), \\\\\\n \\\"no group should start with pending requests\\\"\\n\\n group_sre.add_member(users[\\\"testuser@a.co\\\"], users[\\\"testuser@a.co\\\"], reason=\\\"for the lulz\\\")\\n session.commit()\\n\\n request_not_sre = [group.my_requests(status=\\\"pending\\\").all() for group in group_not_sre]\\n assert not any(request_not_sre), \\\"only affected group should show pending requests\\\"\\n request_sre = group_sre.my_requests(status=\\\"pending\\\").all()\\n assert len(request_sre) == 1, \\\"affected group should have request\\\"\\n\\n request = session.query(Request).filter_by(id=request_sre[0].id).scalar()\\n request.update_status(users[\\\"gary@a.co\\\"], \\\"actioned\\\", \\\"for being a good person\\\")\\n session.commit()\\n\\n assert not any([group.my_requests(status=\\\"pending\\\").all() for group in groups.values()]), \\\\\\n \\\"no group should have requests after being actioned\\\"\",\n \"metadata\": \"root.test_basic_request\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 6\n },\n {\n \"content\": \"def test_aggregate_request(graph, groups, permissions, session, standard_graph, users):\\n gary = users[\\\"gary@a.co\\\"]\\n testuser = users[\\\"testuser@a.co\\\"]\\n not_involved = [user for name,user in users.items() if name not in (\\\"gary@a.co\\\",\\n \\\"testuser@a.co\\\")]\\n\\n assert not any([u.my_requests_aggregate().all() for u in users.values()]), \\\\\\n \\\"should have no pending requests to begin with\\\"\\n\\n # one request to one team\\n groups[\\\"team-sre\\\"].add_member(users[\\\"testuser@a.co\\\"], users[\\\"testuser@a.co\\\"],\\n reason=\\\"for the lulz\\\")\\n session.commit()\\n\\n assert len(gary.my_requests_aggregate().all()) == 1, \\\"one pending request for owner\\\"\\n assert not any([u.my_requests_aggregate().all() for u in not_involved]), \\\\\\n \\\"no pending requests if you're not the owner\\\"\\n\\n # two request to two teams, same owner\\n groups[\\\"team-infra\\\"].add_member(users[\\\"testuser@a.co\\\"], users[\\\"testuser@a.co\\\"],\\n reason=\\\"for the lulz\\\")\\n session.commit()\\n\\n request_gary = gary.my_requests_aggregate().all()\\n assert len(request_gary) == 2, \\\"two pending request for owner\\\"\\n assert not any([u.my_requests_aggregate().all() for u in not_involved]), \\\\\\n \\\"no pending requests if you're not the owner\\\"\\n\\n # resolving one request should reflect\\n request = session.query(Request).filter_by(id=request_gary[0].id).scalar()\\n request.update_status(users[\\\"gary@a.co\\\"], \\\"actioned\\\", \\\"for being a good person\\\")\\n session.commit()\\n\\n assert len(gary.my_requests_aggregate().all()) == 1, \\\"one pending request for owner\\\"\\n assert not any([u.my_requests_aggregate().all() for u in not_involved]), \\\\\\n \\\"no pending requests if you're not the owner\\\"\\n\\n # requests to dependent teams should reflect apprpriately\\n groups[\\\"security-team\\\"].add_member(users[\\\"testuser@a.co\\\"], users[\\\"testuser@a.co\\\"],\\n reason=\\\"for the lulz\\\")\\n session.commit()\\n\\n assert len(gary.my_requests_aggregate().all()) == 1, \\\"super owner should not get request\\\"\\n assert len(users[\\\"oliver@a.co\\\"].my_requests_aggregate().all()) == 1, \\\"owner should get request\\\"\\n user_not_gary_oliver = [u for n,u in users.items() if n not in (\\\"gary@a.co\\\",\\\"oliver@a.co\\\")]\\n assert not any([u.my_requests_aggregate().all() for u in user_not_gary_oliver])\\n\\n # manager and np-owner should get requests\\n figurehead = users[\\\"figurehead@a.co\\\"]\\n add_member(groups[\\\"audited-team\\\"], figurehead, role=\\\"manager\\\")\\n assert len(figurehead.my_requests_aggregate().all()) == 0, \\\"no request for np-owner at first\\\"\\n\\n groups[\\\"tech-ops\\\"].add_member(users[\\\"testuser@a.co\\\"], users[\\\"testuser@a.co\\\"],\\n reason=\\\"for the lulz\\\")\\n assert len(figurehead.my_requests_aggregate().all()) == 1, \\\"request for np-owner\\\"\\n\\n groups[\\\"audited-team\\\"].add_member(users[\\\"testuser@a.co\\\"], users[\\\"testuser@a.co\\\"],\\n reason=\\\"for the lulz\\\")\\n assert len(figurehead.my_requests_aggregate().all()) == 2, \\\"request for np-owner and manager\\\"\",\n \"metadata\": \"root.test_aggregate_request\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 28\n }\n]","isConversational":false},"answer_spans":{"kind":"list like","value":[{"span":"from fixtures import graph, groups, permissions, session, standard_graph, users","start_line":0,"start_column":0,"end_line":0,"end_column":79},{"span":"from grouper.model_soup import Group, Request, User","start_line":2,"start_column":0,"end_line":2,"end_column":51}],"string":"[\n {\n \"span\": \"from fixtures import graph, groups, permissions, session, standard_graph, users\",\n \"start_line\": 0,\n \"start_column\": 0,\n \"end_line\": 0,\n \"end_column\": 79\n },\n {\n \"span\": \"from grouper.model_soup import Group, Request, User\",\n \"start_line\": 2,\n \"start_column\": 0,\n \"end_line\": 2,\n \"end_column\": 51\n }\n]","isConversational":false},"supporting_fact_spans":{"kind":"list like","value":[],"string":"[]","isConversational":false},"example_type":{"kind":"number","value":1,"string":"1"},"single_hop":{"kind":"bool","value":false,"string":"false"},"subtokenized_input_sequence":{"kind":"list like","value":["[CLS]_","Un","used_","import_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","from_","fixtures_","import_","graph_",",_","groups_",",_","permissions_",",_","session_",",_","standard","\\u","graph_",",_","users_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","from_","groupe","r_","._","model","\\u","soup_","import_","Group_",",_","Request_",",_","User_","\\u\\u\\uNEWLINE\\u\\u\\u_","from_","util_","import_","add","\\u","member_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","def_","test\\u","basic","\\u","request_","(_","graph_",",_","groups_",",_","permissions_",",_","session_",",_","standard","\\u","graph_",",_","users_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","group","\\u","sre","_","=_","groups_","[_","\"","team","-","sre","\"_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","group","\\u","not","\\u","sre","_","=_","[_","g_","for_","name_",",_","g_","in_","groups_","._","items_","(_",")_","if_","name_","!=_","\"","team","-","sre","\"_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","assert_","not_","any_","(_","[_","group_","._","my","\\u","requests_","(_","status_","=_","\"","pend","ing","\"_",")_","._","all_","(_",")_","for_","group_","in_","groups_","._","values_","(_",")_","]_",")_",",_","\"","no"," ","group"," ","shou","ld"," ","start"," ","with"," ","pend","ing"," ","request","s","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","group","\\u","sre","_","._","add","\\u","member_","(_","users_","[_","\"","testu","ser","@","a",".","co","\"_","]_",",_","users_","[_","\"","testu","ser","@","a",".","co","\"_","]_",",_","reason_","=_","\"","for"," ","the"," ","lu","lz","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","session_","._","commit_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","request","\\u","not","\\u","sre","_","=_","[_","group_","._","my","\\u","requests_","(_","status_","=_","\"","pend","ing","\"_",")_","._","all_","(_",")_","for_","group_","in_","group","\\u","not","\\u","sre","_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","assert_","not_","any_","(_","request","\\u","not","\\u","sre","_",")_",",_","\"","only"," ","affect","ed"," ","group"," ","shou","ld"," ","show"," ","pend","ing"," ","request","s","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","request","\\u","sre","_","=_","group","\\u","sre","_","._","my","\\u","requests_","(_","status_","=_","\"","pend","ing","\"_",")_","._","all_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","assert_","len_","(_","request","\\u","sre","_",")_","==_","1_",",_","\"","affect","ed"," ","group"," ","shou","ld"," ","have"," ","request","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","request_","=_","session_","._","query_","(_","Request_",")_","._","filter","\\u","by_","(_","id_","=_","request","\\u","sre","_","[_","0_","]_","._","id_",")_","._","scalar_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","request_","._","update","\\u","status_","(_","users_","[_","\"","gar","y","@","a",".","co","\"_","]_",",_","\"","action","ed","\"_",",_","\"","for"," ","bei","ng"," ","a"," ","good"," ","person","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","session_","._","commit_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","assert_","not_","any_","(_","[_","group_","._","my","\\u","requests_","(_","status_","=_","\"","pend","ing","\"_",")_","._","all_","(_",")_","for_","group_","in_","groups_","._","values_","(_",")_","]_",")_",",_","\"","no"," ","group"," ","shou","ld"," ","have"," ","request","s"," ","after"," ","bei","ng"," ","action","ed","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","test\\u","aggre","gate","\\u","request_","(_","graph_",",_","groups_",",_","permissions_",",_","session_",",_","standard","\\u","graph_",",_","users_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","gar","y_","=_","users_","[_","\"","gar","y","@","a",".","co","\"_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","testu","ser_","=_","users_","[_","\"","testu","ser","@","a",".","co","\"_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","not","\\u","involved","_","=_","[_","user_","for_","name_",",_","user_","in_","users_","._","items_","(_",")_","if_","name_","not_","in_","(_","\"","gar","y","@","a",".","co","\"_",",_","\\u\\u\\uNL\\u\\u\\u_","\"","testu","ser","@","a",".","co","\"_",")_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","assert_","not_","any_","(_","[_","u_","._","my","\\u","request","s","\\u","aggregate_","(_",")_","._","all_","(_",")_","for_","u_","in_","users_","._","values_","(_",")_","]_",")_",",_","\"","shou","ld"," ","have"," ","no"," ","pend","ing"," ","request","s"," ","to"," ","begin"," ","with","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","one"," ","request"," ","to"," ","one"," ","team_","\\u\\u\\uNL\\u\\u\\u_","groups_","[_","\"","team","-","sre","\"_","]_","._","add","\\u","member_","(_","users_","[_","\"","testu","ser","@","a",".","co","\"_","]_",",_","users_","[_","\"","testu","ser","@","a",".","co","\"_","]_",",_","\\u\\u\\uNL\\u\\u\\u_","reason_","=_","\"","for"," ","the"," ","lu","lz","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","session_","._","commit_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","assert_","len_","(_","gar","y_","._","my","\\u","request","s","\\u","aggregate_","(_",")_","._","all_","(_",")_",")_","==_","1_",",_","\"","one"," ","pend","ing"," ","request"," ","for"," ","owner","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","assert_","not_","any_","(_","[_","u_","._","my","\\u","request","s","\\u","aggregate_","(_",")_","._","all_","(_",")_","for_","u_","in_","not","\\u","involved","_","]_",")_",",_","\"","no"," ","pend","ing"," ","request","s"," ","if"," ","you","'","re"," ","not"," ","the"," ","owner","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","two"," ","request"," ","to"," ","two"," ","team","s",","," ","same"," ","owner_","\\u\\u\\uNL\\u\\u\\u_","groups_","[_","\"","team","-","infra","\"_","]_","._","add","\\u","member_","(_","users_","[_","\"","testu","ser","@","a",".","co","\"_","]_",",_","users_","[_","\"","testu","ser","@","a",".","co","\"_","]_",",_","\\u\\u\\uNL\\u\\u\\u_","reason_","=_","\"","for"," ","the"," ","lu","lz","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","session_","._","commit_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","request","\\u","gar","y_","=_","gar","y_","._","my","\\u","request","s","\\u","aggregate_","(_",")_","._","all_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","assert_","len_","(_","request","\\u","gar","y_",")_","==_","2_",",_","\"","two"," ","pend","ing"," ","request"," ","for"," ","owner","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","assert_","not_","any_","(_","[_","u_","._","my","\\u","request","s","\\u","aggregate_","(_",")_","._","all_","(_",")_","for_","u_","in_","not","\\u","involved","_","]_",")_",",_","\"","no"," ","pend","ing"," ","request","s"," ","if"," ","you","'","re"," ","not"," ","the"," ","owner","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","resolv","ing"," ","one"," ","request"," ","shou","ld"," ","reflect","_","\\u\\u\\uNL\\u\\u\\u_","request_","=_","session_","._","query_","(_","Request_",")_","._","filter","\\u","by_","(_","id_","=_","request","\\u","gar","y_","[_","0_","]_","._","id_",")_","._","scalar_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","request_","._","update","\\u","status_","(_","users_","[_","\"","gar","y","@","a",".","co","\"_","]_",",_","\"","action","ed","\"_",",_","\"","for"," ","bei","ng"," ","a"," ","good"," ","person","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","session_","._","commit_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","assert_","len_","(_","gar","y_","._","my","\\u","request","s","\\u","aggregate_","(_",")_","._","all_","(_",")_",")_","==_","1_",",_","\"","one"," ","pend","ing"," ","request"," ","for"," ","owner","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","assert_","not_","any_","(_","[_","u_","._","my","\\u","request","s","\\u","aggregate_","(_",")_","._","all_","(_",")_","for_","u_","in_","not","\\u","involved","_","]_",")_",",_","\"","no"," ","pend","ing"," ","request","s"," ","if"," ","you","'","re"," ","not"," ","the"," ","owner","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","request","s"," ","to"," ","dependent"," ","team","s"," ","shou","ld"," ","reflect"," ","app","rpr","iate","ly_","\\u\\u\\uNL\\u\\u\\u_","groups_","[_","\"","security","-","team","\"_","]_","._","add","\\u","member_","(_","users_","[_","\"","testu","ser","@","a",".","co","\"_","]_",",_","users_","[_","\"","testu","ser","@","a",".","co","\"_","]_",",_","\\u\\u\\uNL\\u\\u\\u_","reason_","=_","\"","for"," ","the"," ","lu","lz","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","session_","._","commit_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","assert_","len_","(_","gar","y_","._","my","\\u","request","s","\\u","aggregate_","(_",")_","._","all_","(_",")_",")_","==_","1_",",_","\"","super"," ","owner"," ","shou","ld"," ","not"," ","get"," ","request","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","assert_","len_","(_","users_","[_","\"","oli","ver","@","a",".","co","\"_","]_","._","my","\\u","request","s","\\u","aggregate_","(_",")_","._","all_","(_",")_",")_","==_","1_",",_","\"","owner"," ","shou","ld"," ","get"," ","request","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","user","\\u","not","\\u","gar","y","\\u","oli","ver_","=_","[_","u_","for_","n_",",_","u_","in_","users_","._","items_","(_",")_","if_","n_","not_","in_","(_","\"","gar","y","@","a",".","co","\"_",",_","\"","oli","ver","@","a",".","co","\"_",")_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","assert_","not_","any_","(_","[_","u_","._","my","\\u","request","s","\\u","aggregate_","(_",")_","._","all_","(_",")_","for_","u_","in_","user","\\u","not","\\u","gar","y","\\u","oli","ver_","]_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","manage","r"," ","and"," ","np","-","owner"," ","shou","ld"," ","get"," ","requests_","\\u\\u\\uNL\\u\\u\\u_","figure","head_","=_","users_","[_","\"","figure","head","@","a",".","co","\"_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","add","\\u","member_","(_","groups_","[_","\"","audit","ed","-","team","\"_","]_",",_","figure","head_",",_","role_","=_","\"","manage","r","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","assert_","len_","(_","figure","head_","._","my","\\u","request","s","\\u","aggregate_","(_",")_","._","all_","(_",")_",")_","==_","0_",",_","\"","no"," ","request"," ","for"," ","np","-","owner"," ","at"," ","first","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","groups_","[_","\"","tech","-","ops","\"_","]_","._","add","\\u","member_","(_","users_","[_","\"","testu","ser","@","a",".","co","\"_","]_",",_","users_","[_","\"","testu","ser","@","a",".","co","\"_","]_",",_","\\u\\u\\uNL\\u\\u\\u_","reason_","=_","\"","for"," ","the"," ","lu","lz","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","assert_","len_","(_","figure","head_","._","my","\\u","request","s","\\u","aggregate_","(_",")_","._","all_","(_",")_",")_","==_","1_",",_","\"","request"," ","for"," ","np","-","owner","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","groups_","[_","\"","audit","ed","-","team","\"_","]_","._","add","\\u","member_","(_","users_","[_","\"","testu","ser","@","a",".","co","\"_","]_",",_","users_","[_","\"","testu","ser","@","a",".","co","\"_","]_",",_","\\u\\u\\uNL\\u\\u\\u_","reason_","=_","\"","for"," ","the"," ","lu","lz","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","assert_","len_","(_","figure","head_","._","my","\\u","request","s","\\u","aggregate_","(_",")_","._","all_","(_",")_",")_","==_","2_",",_","\"","request"," ","for"," ","np","-","owner"," ","and"," ","manage","r","\"_"],"string":"[\n \"[CLS]_\",\n \"Un\",\n \"used_\",\n \"import_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"fixtures_\",\n \"import_\",\n \"graph_\",\n \",_\",\n \"groups_\",\n \",_\",\n \"permissions_\",\n \",_\",\n \"session_\",\n \",_\",\n \"standard\",\n \"\\\\u\",\n \"graph_\",\n \",_\",\n \"users_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"groupe\",\n \"r_\",\n \"._\",\n \"model\",\n \"\\\\u\",\n \"soup_\",\n \"import_\",\n \"Group_\",\n \",_\",\n \"Request_\",\n \",_\",\n \"User_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"util_\",\n \"import_\",\n \"add\",\n \"\\\\u\",\n \"member_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"test\\\\u\",\n \"basic\",\n \"\\\\u\",\n \"request_\",\n \"(_\",\n \"graph_\",\n \",_\",\n \"groups_\",\n \",_\",\n \"permissions_\",\n \",_\",\n \"session_\",\n \",_\",\n \"standard\",\n \"\\\\u\",\n \"graph_\",\n \",_\",\n \"users_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"group\",\n \"\\\\u\",\n \"sre\",\n \"_\",\n \"=_\",\n \"groups_\",\n \"[_\",\n \"\\\"\",\n \"team\",\n \"-\",\n \"sre\",\n \"\\\"_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"group\",\n \"\\\\u\",\n \"not\",\n \"\\\\u\",\n \"sre\",\n \"_\",\n \"=_\",\n \"[_\",\n \"g_\",\n \"for_\",\n \"name_\",\n \",_\",\n \"g_\",\n \"in_\",\n \"groups_\",\n \"._\",\n \"items_\",\n \"(_\",\n \")_\",\n \"if_\",\n \"name_\",\n \"!=_\",\n \"\\\"\",\n \"team\",\n \"-\",\n \"sre\",\n \"\\\"_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"assert_\",\n \"not_\",\n \"any_\",\n \"(_\",\n \"[_\",\n \"group_\",\n \"._\",\n \"my\",\n \"\\\\u\",\n \"requests_\",\n \"(_\",\n \"status_\",\n \"=_\",\n \"\\\"\",\n \"pend\",\n \"ing\",\n \"\\\"_\",\n \")_\",\n \"._\",\n \"all_\",\n \"(_\",\n \")_\",\n \"for_\",\n \"group_\",\n \"in_\",\n \"groups_\",\n \"._\",\n \"values_\",\n \"(_\",\n \")_\",\n \"]_\",\n \")_\",\n \",_\",\n \"\\\"\",\n \"no\",\n \" \",\n \"group\",\n \" \",\n \"shou\",\n \"ld\",\n \" \",\n \"start\",\n \" \",\n \"with\",\n \" \",\n \"pend\",\n \"ing\",\n \" \",\n \"request\",\n \"s\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"group\",\n \"\\\\u\",\n \"sre\",\n \"_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"member_\",\n \"(_\",\n \"users_\",\n \"[_\",\n \"\\\"\",\n \"testu\",\n \"ser\",\n \"@\",\n \"a\",\n \".\",\n \"co\",\n \"\\\"_\",\n \"]_\",\n \",_\",\n \"users_\",\n \"[_\",\n \"\\\"\",\n \"testu\",\n \"ser\",\n \"@\",\n \"a\",\n \".\",\n \"co\",\n \"\\\"_\",\n \"]_\",\n \",_\",\n \"reason_\",\n \"=_\",\n \"\\\"\",\n \"for\",\n \" \",\n \"the\",\n \" \",\n \"lu\",\n \"lz\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"session_\",\n \"._\",\n \"commit_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"request\",\n \"\\\\u\",\n \"not\",\n \"\\\\u\",\n \"sre\",\n \"_\",\n \"=_\",\n \"[_\",\n \"group_\",\n \"._\",\n \"my\",\n \"\\\\u\",\n \"requests_\",\n \"(_\",\n \"status_\",\n \"=_\",\n \"\\\"\",\n \"pend\",\n \"ing\",\n \"\\\"_\",\n \")_\",\n \"._\",\n \"all_\",\n \"(_\",\n \")_\",\n \"for_\",\n \"group_\",\n \"in_\",\n \"group\",\n \"\\\\u\",\n \"not\",\n \"\\\\u\",\n \"sre\",\n \"_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"assert_\",\n \"not_\",\n \"any_\",\n \"(_\",\n \"request\",\n \"\\\\u\",\n \"not\",\n \"\\\\u\",\n \"sre\",\n \"_\",\n \")_\",\n \",_\",\n \"\\\"\",\n \"only\",\n \" \",\n \"affect\",\n \"ed\",\n \" \",\n \"group\",\n \" \",\n \"shou\",\n \"ld\",\n \" \",\n \"show\",\n \" \",\n \"pend\",\n \"ing\",\n \" \",\n \"request\",\n \"s\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"request\",\n \"\\\\u\",\n \"sre\",\n \"_\",\n \"=_\",\n \"group\",\n \"\\\\u\",\n \"sre\",\n \"_\",\n \"._\",\n \"my\",\n \"\\\\u\",\n \"requests_\",\n \"(_\",\n \"status_\",\n \"=_\",\n \"\\\"\",\n \"pend\",\n \"ing\",\n \"\\\"_\",\n \")_\",\n \"._\",\n \"all_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"assert_\",\n \"len_\",\n \"(_\",\n \"request\",\n \"\\\\u\",\n \"sre\",\n \"_\",\n \")_\",\n \"==_\",\n \"1_\",\n \",_\",\n \"\\\"\",\n \"affect\",\n \"ed\",\n \" \",\n \"group\",\n \" \",\n \"shou\",\n \"ld\",\n \" \",\n \"have\",\n \" \",\n \"request\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"request_\",\n \"=_\",\n \"session_\",\n \"._\",\n \"query_\",\n \"(_\",\n \"Request_\",\n \")_\",\n \"._\",\n \"filter\",\n \"\\\\u\",\n \"by_\",\n \"(_\",\n \"id_\",\n \"=_\",\n \"request\",\n \"\\\\u\",\n \"sre\",\n \"_\",\n \"[_\",\n \"0_\",\n \"]_\",\n \"._\",\n \"id_\",\n \")_\",\n \"._\",\n \"scalar_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"request_\",\n \"._\",\n \"update\",\n \"\\\\u\",\n \"status_\",\n \"(_\",\n \"users_\",\n \"[_\",\n \"\\\"\",\n \"gar\",\n \"y\",\n \"@\",\n \"a\",\n \".\",\n \"co\",\n \"\\\"_\",\n \"]_\",\n \",_\",\n \"\\\"\",\n \"action\",\n \"ed\",\n \"\\\"_\",\n \",_\",\n \"\\\"\",\n \"for\",\n \" \",\n \"bei\",\n \"ng\",\n \" \",\n \"a\",\n \" \",\n \"good\",\n \" \",\n \"person\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"session_\",\n \"._\",\n \"commit_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"assert_\",\n \"not_\",\n \"any_\",\n \"(_\",\n \"[_\",\n \"group_\",\n \"._\",\n \"my\",\n \"\\\\u\",\n \"requests_\",\n \"(_\",\n \"status_\",\n \"=_\",\n \"\\\"\",\n \"pend\",\n \"ing\",\n \"\\\"_\",\n \")_\",\n \"._\",\n \"all_\",\n \"(_\",\n \")_\",\n \"for_\",\n \"group_\",\n \"in_\",\n \"groups_\",\n \"._\",\n \"values_\",\n \"(_\",\n \")_\",\n \"]_\",\n \")_\",\n \",_\",\n \"\\\"\",\n \"no\",\n \" \",\n \"group\",\n \" \",\n \"shou\",\n \"ld\",\n \" \",\n \"have\",\n \" \",\n \"request\",\n \"s\",\n \" \",\n \"after\",\n \" \",\n \"bei\",\n \"ng\",\n \" \",\n \"action\",\n \"ed\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"test\\\\u\",\n \"aggre\",\n \"gate\",\n \"\\\\u\",\n \"request_\",\n \"(_\",\n \"graph_\",\n \",_\",\n \"groups_\",\n \",_\",\n \"permissions_\",\n \",_\",\n \"session_\",\n \",_\",\n \"standard\",\n \"\\\\u\",\n \"graph_\",\n \",_\",\n \"users_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"gar\",\n \"y_\",\n \"=_\",\n \"users_\",\n \"[_\",\n \"\\\"\",\n \"gar\",\n \"y\",\n \"@\",\n \"a\",\n \".\",\n \"co\",\n \"\\\"_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"testu\",\n \"ser_\",\n \"=_\",\n \"users_\",\n \"[_\",\n \"\\\"\",\n \"testu\",\n \"ser\",\n \"@\",\n \"a\",\n \".\",\n \"co\",\n \"\\\"_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"not\",\n \"\\\\u\",\n \"involved\",\n \"_\",\n \"=_\",\n \"[_\",\n \"user_\",\n \"for_\",\n \"name_\",\n \",_\",\n \"user_\",\n \"in_\",\n \"users_\",\n \"._\",\n \"items_\",\n \"(_\",\n \")_\",\n \"if_\",\n \"name_\",\n \"not_\",\n \"in_\",\n \"(_\",\n \"\\\"\",\n \"gar\",\n \"y\",\n \"@\",\n \"a\",\n \".\",\n \"co\",\n \"\\\"_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\"\",\n \"testu\",\n \"ser\",\n \"@\",\n \"a\",\n \".\",\n \"co\",\n \"\\\"_\",\n \")_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"assert_\",\n \"not_\",\n \"any_\",\n \"(_\",\n \"[_\",\n \"u_\",\n \"._\",\n \"my\",\n \"\\\\u\",\n \"request\",\n \"s\",\n \"\\\\u\",\n \"aggregate_\",\n \"(_\",\n \")_\",\n \"._\",\n \"all_\",\n \"(_\",\n \")_\",\n \"for_\",\n \"u_\",\n \"in_\",\n \"users_\",\n \"._\",\n \"values_\",\n \"(_\",\n \")_\",\n \"]_\",\n \")_\",\n \",_\",\n \"\\\"\",\n \"shou\",\n \"ld\",\n \" \",\n \"have\",\n \" \",\n \"no\",\n \" \",\n \"pend\",\n \"ing\",\n \" \",\n \"request\",\n \"s\",\n \" \",\n \"to\",\n \" \",\n \"begin\",\n \" \",\n \"with\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"one\",\n \" \",\n \"request\",\n \" \",\n \"to\",\n \" \",\n \"one\",\n \" \",\n \"team_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"groups_\",\n \"[_\",\n \"\\\"\",\n \"team\",\n \"-\",\n \"sre\",\n \"\\\"_\",\n \"]_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"member_\",\n \"(_\",\n \"users_\",\n \"[_\",\n \"\\\"\",\n \"testu\",\n \"ser\",\n \"@\",\n \"a\",\n \".\",\n \"co\",\n \"\\\"_\",\n \"]_\",\n \",_\",\n \"users_\",\n \"[_\",\n \"\\\"\",\n \"testu\",\n \"ser\",\n \"@\",\n \"a\",\n \".\",\n \"co\",\n \"\\\"_\",\n \"]_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"reason_\",\n \"=_\",\n \"\\\"\",\n \"for\",\n \" \",\n \"the\",\n \" \",\n \"lu\",\n \"lz\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"session_\",\n \"._\",\n \"commit_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"assert_\",\n \"len_\",\n \"(_\",\n \"gar\",\n \"y_\",\n \"._\",\n \"my\",\n \"\\\\u\",\n \"request\",\n \"s\",\n \"\\\\u\",\n \"aggregate_\",\n \"(_\",\n \")_\",\n \"._\",\n \"all_\",\n \"(_\",\n \")_\",\n \")_\",\n \"==_\",\n \"1_\",\n \",_\",\n \"\\\"\",\n \"one\",\n \" \",\n \"pend\",\n \"ing\",\n \" \",\n \"request\",\n \" \",\n \"for\",\n \" \",\n \"owner\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"assert_\",\n \"not_\",\n \"any_\",\n \"(_\",\n \"[_\",\n \"u_\",\n \"._\",\n \"my\",\n \"\\\\u\",\n \"request\",\n \"s\",\n \"\\\\u\",\n \"aggregate_\",\n \"(_\",\n \")_\",\n \"._\",\n \"all_\",\n \"(_\",\n \")_\",\n \"for_\",\n \"u_\",\n \"in_\",\n \"not\",\n \"\\\\u\",\n \"involved\",\n \"_\",\n \"]_\",\n \")_\",\n \",_\",\n \"\\\"\",\n \"no\",\n \" \",\n \"pend\",\n \"ing\",\n \" \",\n \"request\",\n \"s\",\n \" \",\n \"if\",\n \" \",\n \"you\",\n \"'\",\n \"re\",\n \" \",\n \"not\",\n \" \",\n \"the\",\n \" \",\n \"owner\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"two\",\n \" \",\n \"request\",\n \" \",\n \"to\",\n \" \",\n \"two\",\n \" \",\n \"team\",\n \"s\",\n \",\",\n \" \",\n \"same\",\n \" \",\n \"owner_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"groups_\",\n \"[_\",\n \"\\\"\",\n \"team\",\n \"-\",\n \"infra\",\n \"\\\"_\",\n \"]_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"member_\",\n \"(_\",\n \"users_\",\n \"[_\",\n \"\\\"\",\n \"testu\",\n \"ser\",\n \"@\",\n \"a\",\n \".\",\n \"co\",\n \"\\\"_\",\n \"]_\",\n \",_\",\n \"users_\",\n \"[_\",\n \"\\\"\",\n \"testu\",\n \"ser\",\n \"@\",\n \"a\",\n \".\",\n \"co\",\n \"\\\"_\",\n \"]_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"reason_\",\n \"=_\",\n \"\\\"\",\n \"for\",\n \" \",\n \"the\",\n \" \",\n \"lu\",\n \"lz\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"session_\",\n \"._\",\n \"commit_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"request\",\n \"\\\\u\",\n \"gar\",\n \"y_\",\n \"=_\",\n \"gar\",\n \"y_\",\n \"._\",\n \"my\",\n \"\\\\u\",\n \"request\",\n \"s\",\n \"\\\\u\",\n \"aggregate_\",\n \"(_\",\n \")_\",\n \"._\",\n \"all_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"assert_\",\n \"len_\",\n \"(_\",\n \"request\",\n \"\\\\u\",\n \"gar\",\n \"y_\",\n \")_\",\n \"==_\",\n \"2_\",\n \",_\",\n \"\\\"\",\n \"two\",\n \" \",\n \"pend\",\n \"ing\",\n \" \",\n \"request\",\n \" \",\n \"for\",\n \" \",\n \"owner\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"assert_\",\n \"not_\",\n \"any_\",\n \"(_\",\n \"[_\",\n \"u_\",\n \"._\",\n \"my\",\n \"\\\\u\",\n \"request\",\n \"s\",\n \"\\\\u\",\n \"aggregate_\",\n \"(_\",\n \")_\",\n \"._\",\n \"all_\",\n \"(_\",\n \")_\",\n \"for_\",\n \"u_\",\n \"in_\",\n \"not\",\n \"\\\\u\",\n \"involved\",\n \"_\",\n \"]_\",\n \")_\",\n \",_\",\n \"\\\"\",\n \"no\",\n \" \",\n \"pend\",\n \"ing\",\n \" \",\n \"request\",\n \"s\",\n \" \",\n \"if\",\n \" \",\n \"you\",\n \"'\",\n \"re\",\n \" \",\n \"not\",\n \" \",\n \"the\",\n \" \",\n \"owner\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"resolv\",\n \"ing\",\n \" \",\n \"one\",\n \" \",\n \"request\",\n \" \",\n \"shou\",\n \"ld\",\n \" \",\n \"reflect\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"request_\",\n \"=_\",\n \"session_\",\n \"._\",\n \"query_\",\n \"(_\",\n \"Request_\",\n \")_\",\n \"._\",\n \"filter\",\n \"\\\\u\",\n \"by_\",\n \"(_\",\n \"id_\",\n \"=_\",\n \"request\",\n \"\\\\u\",\n \"gar\",\n \"y_\",\n \"[_\",\n \"0_\",\n \"]_\",\n \"._\",\n \"id_\",\n \")_\",\n \"._\",\n \"scalar_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"request_\",\n \"._\",\n \"update\",\n \"\\\\u\",\n \"status_\",\n \"(_\",\n \"users_\",\n \"[_\",\n \"\\\"\",\n \"gar\",\n \"y\",\n \"@\",\n \"a\",\n \".\",\n \"co\",\n \"\\\"_\",\n \"]_\",\n \",_\",\n \"\\\"\",\n \"action\",\n \"ed\",\n \"\\\"_\",\n \",_\",\n \"\\\"\",\n \"for\",\n \" \",\n \"bei\",\n \"ng\",\n \" \",\n \"a\",\n \" \",\n \"good\",\n \" \",\n \"person\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"session_\",\n \"._\",\n \"commit_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"assert_\",\n \"len_\",\n \"(_\",\n \"gar\",\n \"y_\",\n \"._\",\n \"my\",\n \"\\\\u\",\n \"request\",\n \"s\",\n \"\\\\u\",\n \"aggregate_\",\n \"(_\",\n \")_\",\n \"._\",\n \"all_\",\n \"(_\",\n \")_\",\n \")_\",\n \"==_\",\n \"1_\",\n \",_\",\n \"\\\"\",\n \"one\",\n \" \",\n \"pend\",\n \"ing\",\n \" \",\n \"request\",\n \" \",\n \"for\",\n \" \",\n \"owner\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"assert_\",\n \"not_\",\n \"any_\",\n \"(_\",\n \"[_\",\n \"u_\",\n \"._\",\n \"my\",\n \"\\\\u\",\n \"request\",\n \"s\",\n \"\\\\u\",\n \"aggregate_\",\n \"(_\",\n \")_\",\n \"._\",\n \"all_\",\n \"(_\",\n \")_\",\n \"for_\",\n \"u_\",\n \"in_\",\n \"not\",\n \"\\\\u\",\n \"involved\",\n \"_\",\n \"]_\",\n \")_\",\n \",_\",\n \"\\\"\",\n \"no\",\n \" \",\n \"pend\",\n \"ing\",\n \" \",\n \"request\",\n \"s\",\n \" \",\n \"if\",\n \" \",\n \"you\",\n \"'\",\n \"re\",\n \" \",\n \"not\",\n \" \",\n \"the\",\n \" \",\n \"owner\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"request\",\n \"s\",\n \" \",\n \"to\",\n \" \",\n \"dependent\",\n \" \",\n \"team\",\n \"s\",\n \" \",\n \"shou\",\n \"ld\",\n \" \",\n \"reflect\",\n \" \",\n \"app\",\n \"rpr\",\n \"iate\",\n \"ly_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"groups_\",\n \"[_\",\n \"\\\"\",\n \"security\",\n \"-\",\n \"team\",\n \"\\\"_\",\n \"]_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"member_\",\n \"(_\",\n \"users_\",\n \"[_\",\n \"\\\"\",\n \"testu\",\n \"ser\",\n \"@\",\n \"a\",\n \".\",\n \"co\",\n \"\\\"_\",\n \"]_\",\n \",_\",\n \"users_\",\n \"[_\",\n \"\\\"\",\n \"testu\",\n \"ser\",\n \"@\",\n \"a\",\n \".\",\n \"co\",\n \"\\\"_\",\n \"]_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"reason_\",\n \"=_\",\n \"\\\"\",\n \"for\",\n \" \",\n \"the\",\n \" \",\n \"lu\",\n \"lz\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"session_\",\n \"._\",\n \"commit_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"assert_\",\n \"len_\",\n \"(_\",\n \"gar\",\n \"y_\",\n \"._\",\n \"my\",\n \"\\\\u\",\n \"request\",\n \"s\",\n \"\\\\u\",\n \"aggregate_\",\n \"(_\",\n \")_\",\n \"._\",\n \"all_\",\n \"(_\",\n \")_\",\n \")_\",\n \"==_\",\n \"1_\",\n \",_\",\n \"\\\"\",\n \"super\",\n \" \",\n \"owner\",\n \" \",\n \"shou\",\n \"ld\",\n \" \",\n \"not\",\n \" \",\n \"get\",\n \" \",\n \"request\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"assert_\",\n \"len_\",\n \"(_\",\n \"users_\",\n \"[_\",\n \"\\\"\",\n \"oli\",\n \"ver\",\n \"@\",\n \"a\",\n \".\",\n \"co\",\n \"\\\"_\",\n \"]_\",\n \"._\",\n \"my\",\n \"\\\\u\",\n \"request\",\n \"s\",\n \"\\\\u\",\n \"aggregate_\",\n \"(_\",\n \")_\",\n \"._\",\n \"all_\",\n \"(_\",\n \")_\",\n \")_\",\n \"==_\",\n \"1_\",\n \",_\",\n \"\\\"\",\n \"owner\",\n \" \",\n \"shou\",\n \"ld\",\n \" \",\n \"get\",\n \" \",\n \"request\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"user\",\n \"\\\\u\",\n \"not\",\n \"\\\\u\",\n \"gar\",\n \"y\",\n \"\\\\u\",\n \"oli\",\n \"ver_\",\n \"=_\",\n \"[_\",\n \"u_\",\n \"for_\",\n \"n_\",\n \",_\",\n \"u_\",\n \"in_\",\n \"users_\",\n \"._\",\n \"items_\",\n \"(_\",\n \")_\",\n \"if_\",\n \"n_\",\n \"not_\",\n \"in_\",\n \"(_\",\n \"\\\"\",\n \"gar\",\n \"y\",\n \"@\",\n \"a\",\n \".\",\n \"co\",\n \"\\\"_\",\n \",_\",\n \"\\\"\",\n \"oli\",\n \"ver\",\n \"@\",\n \"a\",\n \".\",\n \"co\",\n \"\\\"_\",\n \")_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"assert_\",\n \"not_\",\n \"any_\",\n \"(_\",\n \"[_\",\n \"u_\",\n \"._\",\n \"my\",\n \"\\\\u\",\n \"request\",\n \"s\",\n \"\\\\u\",\n \"aggregate_\",\n \"(_\",\n \")_\",\n \"._\",\n \"all_\",\n \"(_\",\n \")_\",\n \"for_\",\n \"u_\",\n \"in_\",\n \"user\",\n \"\\\\u\",\n \"not\",\n \"\\\\u\",\n \"gar\",\n \"y\",\n \"\\\\u\",\n \"oli\",\n \"ver_\",\n \"]_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"manage\",\n \"r\",\n \" \",\n \"and\",\n \" \",\n \"np\",\n \"-\",\n \"owner\",\n \" \",\n \"shou\",\n \"ld\",\n \" \",\n \"get\",\n \" \",\n \"requests_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"figure\",\n \"head_\",\n \"=_\",\n \"users_\",\n \"[_\",\n \"\\\"\",\n \"figure\",\n \"head\",\n \"@\",\n \"a\",\n \".\",\n \"co\",\n \"\\\"_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"add\",\n \"\\\\u\",\n \"member_\",\n \"(_\",\n \"groups_\",\n \"[_\",\n \"\\\"\",\n \"audit\",\n \"ed\",\n \"-\",\n \"team\",\n \"\\\"_\",\n \"]_\",\n \",_\",\n \"figure\",\n \"head_\",\n \",_\",\n \"role_\",\n \"=_\",\n \"\\\"\",\n \"manage\",\n \"r\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"assert_\",\n \"len_\",\n \"(_\",\n \"figure\",\n \"head_\",\n \"._\",\n \"my\",\n \"\\\\u\",\n \"request\",\n \"s\",\n \"\\\\u\",\n \"aggregate_\",\n \"(_\",\n \")_\",\n \"._\",\n \"all_\",\n \"(_\",\n \")_\",\n \")_\",\n \"==_\",\n \"0_\",\n \",_\",\n \"\\\"\",\n \"no\",\n \" \",\n \"request\",\n \" \",\n \"for\",\n \" \",\n \"np\",\n \"-\",\n \"owner\",\n \" \",\n \"at\",\n \" \",\n \"first\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"groups_\",\n \"[_\",\n \"\\\"\",\n \"tech\",\n \"-\",\n \"ops\",\n \"\\\"_\",\n \"]_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"member_\",\n \"(_\",\n \"users_\",\n \"[_\",\n \"\\\"\",\n \"testu\",\n \"ser\",\n \"@\",\n \"a\",\n \".\",\n \"co\",\n \"\\\"_\",\n \"]_\",\n \",_\",\n \"users_\",\n \"[_\",\n \"\\\"\",\n \"testu\",\n \"ser\",\n \"@\",\n \"a\",\n \".\",\n \"co\",\n \"\\\"_\",\n \"]_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"reason_\",\n \"=_\",\n \"\\\"\",\n \"for\",\n \" \",\n \"the\",\n \" \",\n \"lu\",\n \"lz\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"assert_\",\n \"len_\",\n \"(_\",\n \"figure\",\n \"head_\",\n \"._\",\n \"my\",\n \"\\\\u\",\n \"request\",\n \"s\",\n \"\\\\u\",\n \"aggregate_\",\n \"(_\",\n \")_\",\n \"._\",\n \"all_\",\n \"(_\",\n \")_\",\n \")_\",\n \"==_\",\n \"1_\",\n \",_\",\n \"\\\"\",\n \"request\",\n \" \",\n \"for\",\n \" \",\n \"np\",\n \"-\",\n \"owner\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"groups_\",\n \"[_\",\n \"\\\"\",\n \"audit\",\n \"ed\",\n \"-\",\n \"team\",\n \"\\\"_\",\n \"]_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"member_\",\n \"(_\",\n \"users_\",\n \"[_\",\n \"\\\"\",\n \"testu\",\n \"ser\",\n \"@\",\n \"a\",\n \".\",\n \"co\",\n \"\\\"_\",\n \"]_\",\n \",_\",\n \"users_\",\n \"[_\",\n \"\\\"\",\n \"testu\",\n \"ser\",\n \"@\",\n \"a\",\n \".\",\n \"co\",\n \"\\\"_\",\n \"]_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"reason_\",\n \"=_\",\n \"\\\"\",\n \"for\",\n \" \",\n \"the\",\n \" \",\n \"lu\",\n \"lz\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"assert_\",\n \"len_\",\n \"(_\",\n \"figure\",\n \"head_\",\n \"._\",\n \"my\",\n \"\\\\u\",\n \"request\",\n \"s\",\n \"\\\\u\",\n \"aggregate_\",\n \"(_\",\n \")_\",\n \"._\",\n \"all_\",\n \"(_\",\n \")_\",\n \")_\",\n \"==_\",\n \"2_\",\n \",_\",\n \"\\\"\",\n \"request\",\n \" \",\n \"for\",\n \" \",\n \"np\",\n \"-\",\n \"owner\",\n \" \",\n \"and\",\n \" \",\n \"manage\",\n \"r\",\n \"\\\"_\"\n]","isConversational":false},"label_sequence":{"kind":"list like","value":[4,4,4,4,4,2,2,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,0,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],"string":"[\n 4,\n 4,\n 4,\n 4,\n 4,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2\n]","isConversational":false}}},{"rowIdx":193,"cells":{"query_name":{"kind":"string","value":"Unused import"},"code_file_path":{"kind":"string","value":"JasonGiedymin/Flask-Module-Scaffold/src/myapp/apps/dummy/__init__.py"},"context_blocks":{"kind":"list like","value":[{"content":"from myapp import utils\n\n## Required\nmodule_name = utils.getFinalName(__name__)\nmodule = utils.getModule(__name__, subdomain=module_name)\n\nimport views\nimport views.morepages","metadata":"root","header":"['module', '___EOS___']","index":0}],"string":"[\n {\n \"content\": \"from myapp import utils\\n\\n## Required\\nmodule_name = utils.getFinalName(__name__)\\nmodule = utils.getModule(__name__, subdomain=module_name)\\n\\nimport views\\nimport views.morepages\",\n \"metadata\": \"root\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 0\n }\n]","isConversational":false},"answer_spans":{"kind":"list like","value":[{"span":"import views","start_line":6,"start_column":0,"end_line":6,"end_column":12},{"span":"import views.morepages","start_line":7,"start_column":0,"end_line":7,"end_column":22}],"string":"[\n {\n \"span\": \"import views\",\n \"start_line\": 6,\n \"start_column\": 0,\n \"end_line\": 6,\n \"end_column\": 12\n },\n {\n \"span\": \"import views.morepages\",\n \"start_line\": 7,\n \"start_column\": 0,\n \"end_line\": 7,\n \"end_column\": 22\n }\n]","isConversational":false},"supporting_fact_spans":{"kind":"list like","value":[],"string":"[]","isConversational":false},"example_type":{"kind":"number","value":1,"string":"1"},"single_hop":{"kind":"bool","value":false,"string":"false"},"subtokenized_input_sequence":{"kind":"list like","value":["[CLS]_","Un","used_","import_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","from_","myapp","_","import_","utils_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","##"," ","Required_","\\u\\u\\uNL\\u\\u\\u_","module","\\u","name_","=_","utils_","._","get","Final","Name_","(_","\\u\\u","name\\u\\u_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","module_","=_","utils_","._","get","Module_","(_","\\u\\u","name\\u\\u_",",_","subdomain_","=_","module","\\u","name_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","import_","views_","\\u\\u\\uNEWLINE\\u\\u\\u_","import_","views_","._","more","pages_"],"string":"[\n \"[CLS]_\",\n \"Un\",\n \"used_\",\n \"import_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"myapp\",\n \"_\",\n \"import_\",\n \"utils_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"##\",\n \" \",\n \"Required_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"module\",\n \"\\\\u\",\n \"name_\",\n \"=_\",\n \"utils_\",\n \"._\",\n \"get\",\n \"Final\",\n \"Name_\",\n \"(_\",\n \"\\\\u\\\\u\",\n \"name\\\\u\\\\u_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"module_\",\n \"=_\",\n \"utils_\",\n \"._\",\n \"get\",\n \"Module_\",\n \"(_\",\n \"\\\\u\\\\u\",\n \"name\\\\u\\\\u_\",\n \",_\",\n \"subdomain_\",\n \"=_\",\n \"module\",\n \"\\\\u\",\n \"name_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"views_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"import_\",\n \"views_\",\n \"._\",\n \"more\",\n \"pages_\"\n]","isConversational":false},"label_sequence":{"kind":"list like","value":[4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,2,0,1,1,1,1],"string":"[\n 4,\n 4,\n 4,\n 4,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1\n]","isConversational":false}}},{"rowIdx":194,"cells":{"query_name":{"kind":"string","value":"Unused local variable"},"code_file_path":{"kind":"string","value":"grundprinzip/sublemacspro/jove.py"},"context_blocks":{"kind":"list like","value":[{"content":" def set_mark(self, regions=None, update_status=True, and_selection=True):\n view = self.view\n mark_ring = self.state.mark_ring\n if regions is None:\n regions = self.get_cursors()\n\n # update the mark ring\n mark_ring.set(regions)\n\n if self.state.active_mark:\n # make sure the existing selection disappears and is replaced with an empty selection or\n # selections.\n self.set_cursors(self.get_regions())\n\n # if and_selection:\n # self.set_selection(pos)\n if update_status:\n self.set_status(\"Mark Saved\")","metadata":"root.CmdUtil.set_mark","header":"['class', 'CmdUtil', ':', '___EOS___']","index":689},{"content":" def swap_point_and_mark(self):\n view = self.view\n mark_ring = self.state.mark_ring\n mark = mark_ring.exchange(self.get_cursors())\n if mark is not None:\n # set the cursors to where the mark was\n self.set_cursors(mark)\n if self.state.active_mark:\n # restore the visible region if there was one\n self.set_cursors(self.get_regions())\n else:\n self.set_status(\"No mark in this buffer\")","metadata":"root.CmdUtil.swap_point_and_mark","header":"['class', 'CmdUtil', ':', '___EOS___']","index":729},{"content":" def for_each_cursor(self, function, *args, **kwargs):\n view = self.view\n selection = view.sel()\n regions = list(selection)\n selection.clear()\n\n # REMIND: for delete-white-space and other commands that change the size of the\n # buffer, you need to keep the cursors in a named set of cursors (like the mark\n # ring) so that they are adjusted properly. Also if the function returns None,\n # grab the cursor from the selection.\n can_modify = kwargs.pop('can_modify', False)\n\n if can_modify:\n key = \"tmp_cursors\"\n view.add_regions(key, regions, \"tmp\", \"\", sublime.HIDDEN)\n for i in range(len(regions)):\n # Grab the region (whose position has been maintained/adjusted by\n # sublime). Unfortunately we need to assume one region might merge into\n # another at any time, and reload all regions to check.\n regions = view.get_regions(key)\n if i >= len(regions):\n # we've deleted some cursors along the way - we're done\n break\n selection.add(regions[i])\n cursor = function(regions[i], *args, **kwargs)\n selection.clear()\n cursors = view.get_regions(key)\n view.erase_regions(key)\n else:\n # run the command passing in each cursor and collecting the returned cursor\n cursors = []\n for i,cursor in enumerate(regions):\n selection.add(cursor)\n cursor = function(cursor, *args, **kwargs)\n selection.clear()\n cursors.append(cursor)\n\n # add them all back when we're done\n selection.add_all(cursors)","metadata":"root.CmdUtil.for_each_cursor","header":"['class', 'CmdUtil', ':', '___EOS___']","index":799},{"content":" def to_other_end(self, point, direction):\n brac = \"([{\"\n kets = \")]}\"\n\n view = self.view\n scope_name = view.scope_name(point)\n if scope_name.find(\"comment\") >= 0:\n return None\n\n ch = view.substr(point)\n if direction > 0 and view.substr(point) in brac:\n return self.run_command(\"move_to\", {\"to\": \"brackets\"}, point=point)\n elif direction < 0 and view.substr(point - 1) in kets:\n # this can be tricky due to inconsistencies with sublime bracket matching\n # we need to handle \"))\" and \"()[0]\" when between the ) and [\n if point < view.size() and view.substr(point) in brac:\n # go inside the bracket (point - 1), then to the inside of the match, then back one more\n return self.run_command(\"move_to\", {\"to\": \"brackets\"}, point=point - 1) - 1\n else:\n return self.run_command(\"move_to\", {\"to\": \"brackets\"}, point=point)\n\n # otherwise it's a string\n start = point + direction\n self.run_command(\"expand_selection\", {\"to\": \"scope\"}, point=start)\n r = view.sel()[0]\n return r.end() if direction > 0 else r.begin()","metadata":"root.CmdUtil.to_other_end","header":"['class', 'CmdUtil', ':', '___EOS___']","index":879},{"content":" def run_cmd(self, util, direction=1):\n view = self.view\n\n def to_indentation(cursor):\n start = cursor.begin()\n while util.is_one_of(start, \" \\t\"):\n start += 1\n return start\n\n util.run_command(\"move_to\", {\"to\": \"hardbol\", \"extend\": False})\n util.for_each_cursor(to_indentation)","metadata":"root.SbpMoveBackToIndentation.run_cmd","header":"['class', 'SbpMoveBackToIndentation', '(', 'SbpTextCommand', ')', ':', '___EOS___']","index":1073},{"content":" def run_cmd(self, util, mode, direction=1):\n # This works first by finding the bounds of the operation by executing a forward-word\n # command. Then it performs the case command.\n view = self.view\n count = util.get_count(True)\n\n # copy the cursors\n selection = view.sel()\n regions = list(selection)\n\n # If the regions are all empty, we just move from where we are to where we're going. If\n # there are regions, we use the regions and just do the cap, lower, upper within that\n # region. That's different from Emacs but I think this is better than emacs.\n empty = util.all_empty_regions(regions)\n\n if empty:\n # run the move-word command so we can create a region\n direction = -1 if count < 0 else 1\n util.run_command(\"sbp_move_word\", {\"direction\": 1})\n\n # now the selection is at the \"other end\" and so we create regions out of all the\n # cursors\n new_regions = []\n for r, s in zip(regions, selection):\n new_regions.append(r.cover(s))\n selection.clear()\n selection.add_all(new_regions)\n\n # perform the operation\n if mode in ('upper', 'lower'):\n util.run_command(mode + \"_case\", {})\n else:\n for r in selection:\n util.view.replace(util.edit, r, view.substr(r).title())\n\n if empty:\n if count < 0:\n # restore cursors to original state if direction was backward\n selection.clear()\n selection.add_all(regions)\n else:\n # otherwise we leave the cursors at the end of the regions\n for r in new_regions:\n r.a = r.b = r.end()\n selection.clear()\n selection.add_all(new_regions)","metadata":"root.SbpCaseWordCommand.run_cmd","header":"['class', 'SbpCaseWordCommand', '(', 'SbpTextCommand', ')', ':', '___EOS___']","index":1131},{"content":" def run_cmd(self, util, direction):\n view = self.view\n state = util.state\n regions = util.get_regions()\n if not regions:\n regions = util.get_cursors()\n if regions:\n util.save_cursors(\"shift\")\n util.toggle_active_mark_mode(False)\n selection = self.view.sel()\n selection.clear()\n\n # figure out how far we're moving\n if state.argument_supplied:\n cols = direction * util.get_count()\n else:\n cols = direction * util.get_tab_size()\n\n # now we know which way and how far we're shifting, create a cursor for each line we\n # want to shift\n amount = abs(cols)\n count = 0\n shifted = 0\n for region in regions:\n for line in util.for_each_line(region):\n count += 1\n if cols < 0 and (line.size() < amount or not util.is_blank(line.a, line.a + amount)):\n continue\n selection.add(sublime.Region(line.a, line.a))\n shifted += 1\n\n # shift the region\n if cols > 0:\n # shift right\n self.view.run_command(\"insert\", {\"characters\": \" \" * cols})\n else:\n for i in range(amount):\n self.view.run_command(\"right_delete\")\n\n # restore the region\n util.restore_cursors(\"shift\")\n sublime.set_timeout(lambda: util.set_status(\"Shifted %d of %d lines in the region\" % (shifted, count)), 100)","metadata":"root.SbpShiftRegionCommand.run_cmd","header":"['class', 'SbpShiftRegionCommand', '(', 'SbpTextCommand', ')', ':', '___EOS___']","index":1364},{"content":" def find(self, val):\n # determine if this is case sensitive search or not\n flags = 0 if self.regex else sublime.LITERAL\n if not re.search(r'[A-Z]', val):\n flags |= sublime.IGNORECASE\n\n # find all instances if we have a search string\n if len(val) > 0:\n regions = self.view.find_all(val, flags)\n\n # find the closest match to where we currently are\n pos = None\n if self.current:\n pos = self.current.get_point()\n if pos is None:\n pos = self.point[-1].b\n index = self.find_closest(regions, pos, self.forward)\n\n # push this new state onto the stack\n self.push(ISearchInfo.StackItem(val, regions, [], index, self.forward, self.current.wrapped))\n else:\n regions = None\n index = -1\n self.update()","metadata":"root.ISearchInfo.find","header":"['class', 'ISearchInfo', '(', ')', ':', '___EOS___']","index":1893},{"content":" def find_closest(self, regions, pos, forward):\n #\n # The regions are sorted so clearly this would benefit from a simple binary search ...\n #\n if len(regions) == 0:\n return -1\n # find the first region after the specified pos\n found = False\n if forward:\n for index,r in enumerate(regions):\n if r.end() >= pos:\n return index\n return -1\n else:\n for index,r in enumerate(regions):\n if r.begin() > pos:\n return index - 1\n return len(regions) - 1","metadata":"root.ISearchInfo.find_closest","header":"['class', 'ISearchInfo', '(', ')', ':', '___EOS___']","index":2126}],"string":"[\n {\n \"content\": \" def set_mark(self, regions=None, update_status=True, and_selection=True):\\n view = self.view\\n mark_ring = self.state.mark_ring\\n if regions is None:\\n regions = self.get_cursors()\\n\\n # update the mark ring\\n mark_ring.set(regions)\\n\\n if self.state.active_mark:\\n # make sure the existing selection disappears and is replaced with an empty selection or\\n # selections.\\n self.set_cursors(self.get_regions())\\n\\n # if and_selection:\\n # self.set_selection(pos)\\n if update_status:\\n self.set_status(\\\"Mark Saved\\\")\",\n \"metadata\": \"root.CmdUtil.set_mark\",\n \"header\": \"['class', 'CmdUtil', ':', '___EOS___']\",\n \"index\": 689\n },\n {\n \"content\": \" def swap_point_and_mark(self):\\n view = self.view\\n mark_ring = self.state.mark_ring\\n mark = mark_ring.exchange(self.get_cursors())\\n if mark is not None:\\n # set the cursors to where the mark was\\n self.set_cursors(mark)\\n if self.state.active_mark:\\n # restore the visible region if there was one\\n self.set_cursors(self.get_regions())\\n else:\\n self.set_status(\\\"No mark in this buffer\\\")\",\n \"metadata\": \"root.CmdUtil.swap_point_and_mark\",\n \"header\": \"['class', 'CmdUtil', ':', '___EOS___']\",\n \"index\": 729\n },\n {\n \"content\": \" def for_each_cursor(self, function, *args, **kwargs):\\n view = self.view\\n selection = view.sel()\\n regions = list(selection)\\n selection.clear()\\n\\n # REMIND: for delete-white-space and other commands that change the size of the\\n # buffer, you need to keep the cursors in a named set of cursors (like the mark\\n # ring) so that they are adjusted properly. Also if the function returns None,\\n # grab the cursor from the selection.\\n can_modify = kwargs.pop('can_modify', False)\\n\\n if can_modify:\\n key = \\\"tmp_cursors\\\"\\n view.add_regions(key, regions, \\\"tmp\\\", \\\"\\\", sublime.HIDDEN)\\n for i in range(len(regions)):\\n # Grab the region (whose position has been maintained/adjusted by\\n # sublime). Unfortunately we need to assume one region might merge into\\n # another at any time, and reload all regions to check.\\n regions = view.get_regions(key)\\n if i >= len(regions):\\n # we've deleted some cursors along the way - we're done\\n break\\n selection.add(regions[i])\\n cursor = function(regions[i], *args, **kwargs)\\n selection.clear()\\n cursors = view.get_regions(key)\\n view.erase_regions(key)\\n else:\\n # run the command passing in each cursor and collecting the returned cursor\\n cursors = []\\n for i,cursor in enumerate(regions):\\n selection.add(cursor)\\n cursor = function(cursor, *args, **kwargs)\\n selection.clear()\\n cursors.append(cursor)\\n\\n # add them all back when we're done\\n selection.add_all(cursors)\",\n \"metadata\": \"root.CmdUtil.for_each_cursor\",\n \"header\": \"['class', 'CmdUtil', ':', '___EOS___']\",\n \"index\": 799\n },\n {\n \"content\": \" def to_other_end(self, point, direction):\\n brac = \\\"([{\\\"\\n kets = \\\")]}\\\"\\n\\n view = self.view\\n scope_name = view.scope_name(point)\\n if scope_name.find(\\\"comment\\\") >= 0:\\n return None\\n\\n ch = view.substr(point)\\n if direction > 0 and view.substr(point) in brac:\\n return self.run_command(\\\"move_to\\\", {\\\"to\\\": \\\"brackets\\\"}, point=point)\\n elif direction < 0 and view.substr(point - 1) in kets:\\n # this can be tricky due to inconsistencies with sublime bracket matching\\n # we need to handle \\\"))\\\" and \\\"()[0]\\\" when between the ) and [\\n if point < view.size() and view.substr(point) in brac:\\n # go inside the bracket (point - 1), then to the inside of the match, then back one more\\n return self.run_command(\\\"move_to\\\", {\\\"to\\\": \\\"brackets\\\"}, point=point - 1) - 1\\n else:\\n return self.run_command(\\\"move_to\\\", {\\\"to\\\": \\\"brackets\\\"}, point=point)\\n\\n # otherwise it's a string\\n start = point + direction\\n self.run_command(\\\"expand_selection\\\", {\\\"to\\\": \\\"scope\\\"}, point=start)\\n r = view.sel()[0]\\n return r.end() if direction > 0 else r.begin()\",\n \"metadata\": \"root.CmdUtil.to_other_end\",\n \"header\": \"['class', 'CmdUtil', ':', '___EOS___']\",\n \"index\": 879\n },\n {\n \"content\": \" def run_cmd(self, util, direction=1):\\n view = self.view\\n\\n def to_indentation(cursor):\\n start = cursor.begin()\\n while util.is_one_of(start, \\\" \\\\t\\\"):\\n start += 1\\n return start\\n\\n util.run_command(\\\"move_to\\\", {\\\"to\\\": \\\"hardbol\\\", \\\"extend\\\": False})\\n util.for_each_cursor(to_indentation)\",\n \"metadata\": \"root.SbpMoveBackToIndentation.run_cmd\",\n \"header\": \"['class', 'SbpMoveBackToIndentation', '(', 'SbpTextCommand', ')', ':', '___EOS___']\",\n \"index\": 1073\n },\n {\n \"content\": \" def run_cmd(self, util, mode, direction=1):\\n # This works first by finding the bounds of the operation by executing a forward-word\\n # command. Then it performs the case command.\\n view = self.view\\n count = util.get_count(True)\\n\\n # copy the cursors\\n selection = view.sel()\\n regions = list(selection)\\n\\n # If the regions are all empty, we just move from where we are to where we're going. If\\n # there are regions, we use the regions and just do the cap, lower, upper within that\\n # region. That's different from Emacs but I think this is better than emacs.\\n empty = util.all_empty_regions(regions)\\n\\n if empty:\\n # run the move-word command so we can create a region\\n direction = -1 if count < 0 else 1\\n util.run_command(\\\"sbp_move_word\\\", {\\\"direction\\\": 1})\\n\\n # now the selection is at the \\\"other end\\\" and so we create regions out of all the\\n # cursors\\n new_regions = []\\n for r, s in zip(regions, selection):\\n new_regions.append(r.cover(s))\\n selection.clear()\\n selection.add_all(new_regions)\\n\\n # perform the operation\\n if mode in ('upper', 'lower'):\\n util.run_command(mode + \\\"_case\\\", {})\\n else:\\n for r in selection:\\n util.view.replace(util.edit, r, view.substr(r).title())\\n\\n if empty:\\n if count < 0:\\n # restore cursors to original state if direction was backward\\n selection.clear()\\n selection.add_all(regions)\\n else:\\n # otherwise we leave the cursors at the end of the regions\\n for r in new_regions:\\n r.a = r.b = r.end()\\n selection.clear()\\n selection.add_all(new_regions)\",\n \"metadata\": \"root.SbpCaseWordCommand.run_cmd\",\n \"header\": \"['class', 'SbpCaseWordCommand', '(', 'SbpTextCommand', ')', ':', '___EOS___']\",\n \"index\": 1131\n },\n {\n \"content\": \" def run_cmd(self, util, direction):\\n view = self.view\\n state = util.state\\n regions = util.get_regions()\\n if not regions:\\n regions = util.get_cursors()\\n if regions:\\n util.save_cursors(\\\"shift\\\")\\n util.toggle_active_mark_mode(False)\\n selection = self.view.sel()\\n selection.clear()\\n\\n # figure out how far we're moving\\n if state.argument_supplied:\\n cols = direction * util.get_count()\\n else:\\n cols = direction * util.get_tab_size()\\n\\n # now we know which way and how far we're shifting, create a cursor for each line we\\n # want to shift\\n amount = abs(cols)\\n count = 0\\n shifted = 0\\n for region in regions:\\n for line in util.for_each_line(region):\\n count += 1\\n if cols < 0 and (line.size() < amount or not util.is_blank(line.a, line.a + amount)):\\n continue\\n selection.add(sublime.Region(line.a, line.a))\\n shifted += 1\\n\\n # shift the region\\n if cols > 0:\\n # shift right\\n self.view.run_command(\\\"insert\\\", {\\\"characters\\\": \\\" \\\" * cols})\\n else:\\n for i in range(amount):\\n self.view.run_command(\\\"right_delete\\\")\\n\\n # restore the region\\n util.restore_cursors(\\\"shift\\\")\\n sublime.set_timeout(lambda: util.set_status(\\\"Shifted %d of %d lines in the region\\\" % (shifted, count)), 100)\",\n \"metadata\": \"root.SbpShiftRegionCommand.run_cmd\",\n \"header\": \"['class', 'SbpShiftRegionCommand', '(', 'SbpTextCommand', ')', ':', '___EOS___']\",\n \"index\": 1364\n },\n {\n \"content\": \" def find(self, val):\\n # determine if this is case sensitive search or not\\n flags = 0 if self.regex else sublime.LITERAL\\n if not re.search(r'[A-Z]', val):\\n flags |= sublime.IGNORECASE\\n\\n # find all instances if we have a search string\\n if len(val) > 0:\\n regions = self.view.find_all(val, flags)\\n\\n # find the closest match to where we currently are\\n pos = None\\n if self.current:\\n pos = self.current.get_point()\\n if pos is None:\\n pos = self.point[-1].b\\n index = self.find_closest(regions, pos, self.forward)\\n\\n # push this new state onto the stack\\n self.push(ISearchInfo.StackItem(val, regions, [], index, self.forward, self.current.wrapped))\\n else:\\n regions = None\\n index = -1\\n self.update()\",\n \"metadata\": \"root.ISearchInfo.find\",\n \"header\": \"['class', 'ISearchInfo', '(', ')', ':', '___EOS___']\",\n \"index\": 1893\n },\n {\n \"content\": \" def find_closest(self, regions, pos, forward):\\n #\\n # The regions are sorted so clearly this would benefit from a simple binary search ...\\n #\\n if len(regions) == 0:\\n return -1\\n # find the first region after the specified pos\\n found = False\\n if forward:\\n for index,r in enumerate(regions):\\n if r.end() >= pos:\\n return index\\n return -1\\n else:\\n for index,r in enumerate(regions):\\n if r.begin() > pos:\\n return index - 1\\n return len(regions) - 1\",\n \"metadata\": \"root.ISearchInfo.find_closest\",\n \"header\": \"['class', 'ISearchInfo', '(', ')', ':', '___EOS___']\",\n \"index\": 2126\n }\n]","isConversational":false},"answer_spans":{"kind":"list like","value":[{"span":"view ","start_line":690,"start_column":8,"end_line":690,"end_column":12},{"span":"view ","start_line":730,"start_column":8,"end_line":730,"end_column":12},{"span":"cursor ","start_line":823,"start_column":16,"end_line":823,"end_column":22},{"span":"ch ","start_line":888,"start_column":8,"end_line":888,"end_column":10},{"span":"view ","start_line":1074,"start_column":8,"end_line":1074,"end_column":12},{"span":"direction ","start_line":1148,"start_column":12,"end_line":1148,"end_column":21},{"span":"view ","start_line":1365,"start_column":8,"end_line":1365,"end_column":12},{"span":"regions ","start_line":1914,"start_column":12,"end_line":1914,"end_column":19},{"span":"index ","start_line":1915,"start_column":12,"end_line":1915,"end_column":17},{"span":"found ","start_line":2133,"start_column":8,"end_line":2133,"end_column":13}],"string":"[\n {\n \"span\": \"view \",\n \"start_line\": 690,\n \"start_column\": 8,\n \"end_line\": 690,\n \"end_column\": 12\n },\n {\n \"span\": \"view \",\n \"start_line\": 730,\n \"start_column\": 8,\n \"end_line\": 730,\n \"end_column\": 12\n },\n {\n \"span\": \"cursor \",\n \"start_line\": 823,\n \"start_column\": 16,\n \"end_line\": 823,\n \"end_column\": 22\n },\n {\n \"span\": \"ch \",\n \"start_line\": 888,\n \"start_column\": 8,\n \"end_line\": 888,\n \"end_column\": 10\n },\n {\n \"span\": \"view \",\n \"start_line\": 1074,\n \"start_column\": 8,\n \"end_line\": 1074,\n \"end_column\": 12\n },\n {\n \"span\": \"direction \",\n \"start_line\": 1148,\n \"start_column\": 12,\n \"end_line\": 1148,\n \"end_column\": 21\n },\n {\n \"span\": \"view \",\n \"start_line\": 1365,\n \"start_column\": 8,\n \"end_line\": 1365,\n \"end_column\": 12\n },\n {\n \"span\": \"regions \",\n \"start_line\": 1914,\n \"start_column\": 12,\n \"end_line\": 1914,\n \"end_column\": 19\n },\n {\n \"span\": \"index \",\n \"start_line\": 1915,\n \"start_column\": 12,\n \"end_line\": 1915,\n \"end_column\": 17\n },\n {\n \"span\": \"found \",\n \"start_line\": 2133,\n \"start_column\": 8,\n \"end_line\": 2133,\n \"end_column\": 13\n }\n]","isConversational":false},"supporting_fact_spans":{"kind":"list like","value":[],"string":"[]","isConversational":false},"example_type":{"kind":"number","value":1,"string":"1"},"single_hop":{"kind":"bool","value":true,"string":"true"},"subtokenized_input_sequence":{"kind":"list like","value":["[CLS]_","Un","used_","local_","variable_","[SEP]_","class_","Cmd","Util_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","set\\u","mark_","(_","self_",",_","regions_","=_","None_",",_","update","\\u","status_","=_","True_",",_","and","\\u","selection_","=_","True_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","view_","=_","self_","._","view_","\\u\\u\\uNEWLINE\\u\\u\\u_","mark","\\u","ring_","=_","self_","._","state_","._","mark","\\u","ring_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","regions_","is_","None_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","regions_","=_","self_","._","get","\\u","cursors","_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","update"," ","the"," ","mark"," ","ring_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","mark","\\u","ring_","._","set_","(_","regions_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","if_","self_","._","state_","._","active","\\u","mark_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","make"," ","sure"," ","the"," ","exist","ing"," ","selection"," ","disapp","ear","s"," ","and"," ","is"," ","replaced"," ","with"," ","an"," ","empty"," ","selection"," ","or_","\\u\\u\\uNL\\u\\u\\u_","#"," ","selection","s","._","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","set\\u","cursors","_","(_","self_","._","get","\\u","regions_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","if"," ","and","\\u","selection",":_","\\u\\u\\uNL\\u\\u\\u_","#"," ","self",".","set\\u","selection","(","pos",")_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","update","\\u","status_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","set\\u","status_","(_","\"","Mark"," ","Save","d","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Cmd","Util_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","swap","\\u","point","\\u","and","\\u","mark_","(_","self_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","view_","=_","self_","._","view_","\\u\\u\\uNEWLINE\\u\\u\\u_","mark","\\u","ring_","=_","self_","._","state_","._","mark","\\u","ring_","\\u\\u\\uNEWLINE\\u\\u\\u_","mark_","=_","mark","\\u","ring_","._","exchange_","(_","self_","._","get","\\u","cursors","_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","mark_","is_","not_","None_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","set"," ","the"," ","cursors"," ","to"," ","where"," ","the"," ","mark"," ","was","_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","set\\u","cursors","_","(_","mark_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","self_","._","state_","._","active","\\u","mark_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","restore"," ","the"," ","visi","ble"," ","region"," ","if"," ","there"," ","was"," ","one_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","set\\u","cursors","_","(_","self_","._","get","\\u","regions_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","set\\u","status_","(_","\"","No"," ","mark"," ","in"," ","this"," ","buffer","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Cmd","Util_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","for","\\u","each","\\u","cursor_","(_","self_",",_","function_",",_","*_","args_",",_","**_","kwargs_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","view_","=_","self_","._","view_","\\u\\u\\uNEWLINE\\u\\u\\u_","selection_","=_","view_","._","sel_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","regions_","=_","list_","(_","selection_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","selection_","._","clear_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","REM","IND",":"," ","for"," ","delete","-","white","-","space"," ","and"," ","other"," ","command","s"," ","tha","t"," ","change"," ","the"," ","size"," ","of"," ","the_","\\u\\u\\uNL\\u\\u\\u_","#"," ","buffer",","," ","you"," ","need"," ","to"," ","keep"," ","the"," ","cursors"," ","in"," ","a"," ","named"," ","set"," ","of"," ","cursors"," ","(","like"," ","the"," ","mark_","\\u\\u\\uNL\\u\\u\\u_","#"," ","ring",")"," ","so"," ","tha","t"," ","the","y"," ","are"," ","adjusted"," ","proper","ly","."," ","Al","so"," ","if"," ","the"," ","function"," ","return","s"," ","Non","e",",_","\\u\\u\\uNL\\u\\u\\u_","#"," ","gra","b"," ","the"," ","cursor"," ","from"," ","the"," ","selection","._","\\u\\u\\uNL\\u\\u\\u_","can","\\u","modify_","=_","kwargs_","._","pop_","(_","'","can","\\u","modif","y","'_",",_","False_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","if_","can","\\u","modify_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","key_","=_","\"","tmp","\\u","cursors","\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","view_","._","add","\\u","regions_","(_","key_",",_","regions_",",_","\"","tmp","\"_",",_","\"\"_",",_","sublime_","._","HIDDEN","_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","for_","i_","in_","range_","(_","len_","(_","regions_",")_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","Grab"," ","the"," ","region"," ","(","who","se"," ","position"," ","has"," ","bee","n"," ","maintain","ed","/","adjusted"," ","by_","\\u\\u\\uNL\\u\\u\\u_","#"," ","sublim","e",")."," ","Unf","ort","unat","el","y"," ","we"," ","need"," ","to"," ","assume"," ","one"," ","region"," ","mig","ht"," ","merge"," ","into_","\\u\\u\\uNL\\u\\u\\u_","#"," ","anot","her"," ","at"," ","any"," ","time",","," ","and"," ","relo","ad"," ","all"," ","regions"," ","to"," ","check","._","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","regions_","=_","view_","._","get","\\u","regions_","(_","key_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","i_",">=_","len_","(_","regions_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","we","'","ve"," ","delete","d"," ","some"," ","cursors"," ","along"," ","the"," ","way"," ","-"," ","we","'","re"," ","done_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," ","_","break_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","selection_","._","add_","(_","regions_","[_","i_","]_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","cursor_","=_","function_","(_","regions_","[_","i_","]_",",_","*_","args_",",_","**_","kwargs_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","selection_","._","clear_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","cursors","_","=_","view_","._","get","\\u","regions_","(_","key_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","view_","._","erase","\\u","regions_","(_","key_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","run"," ","the"," ","command"," ","passi","ng"," ","in"," ","each"," ","cursor"," ","and"," ","collecti","ng"," ","the"," ","return","ed"," ","cursor_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","cursors","_","=_","[_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","for_","i_",",_","cursor_","in_","enumerate_","(_","regions_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","selection_","._","add_","(_","cursor_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","cursor_","=_","function_","(_","cursor_",",_","*_","args_",",_","**_","kwargs_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","selection_","._","clear_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","cursors","_","._","append_","(_","cursor_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","add"," ","them"," ","all"," ","back"," ","whe","n"," ","we","'","re"," ","done_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","selection_","._","add","\\u","all_","(_","cursors","_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Cmd","Util_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","to","\\u","other","\\u","end_","(_","self_",",_","point_",",_","direction_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","bra","c_","=_","\"([","{\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","ket","s_","=_","\")]","}\"_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","view_","=_","self_","._","view_","\\u\\u\\uNEWLINE\\u\\u\\u_","scope","\\u","name_","=_","view_","._","scope","\\u","name_","(_","point_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","scope","\\u","name_","._","find_","(_","\"","comment","\"_",")_",">=_","0_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","return_","None_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","ch_","=_","view_","._","substr_","(_","point_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","direction_",">_","0_","and_","view_","._","substr_","(_","point_",")_","in_","bra","c_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","return_","self_","._","run","\\u","command_","(_","\"","move","\\u","to","\"_",",_","{_","\"","to","\"_",":_","\"","brackets","\"_","}_",",_","point_","=_","point_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","elif_","direction_","<_","0_","and_","view_","._","substr_","(_","point_","-_","1_",")_","in_","ket","s_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","this"," ","can"," ","be"," ","trick","y"," ","due"," ","to"," ","incon","siste","ncie","s"," ","with"," ","sublim","e"," ","bracket"," ","matching_","\\u\\u\\uNL\\u\\u\\u_","#"," ","we"," ","need"," ","to"," ","handle"," ","\"))","\""," ","and"," ","\"(",")[","0","]\""," ","whe","n"," ","bet","ween"," ","the"," ",")"," ","and"," ","[_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","if_","point_","<_","view_","._","size_","(_",")_","and_","view_","._","substr_","(_","point_",")_","in_","bra","c_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","go"," ","insi","de"," ","the"," ","bracket"," ","(","point"," ","-"," ","1","),"," ","then"," ","to"," ","the"," ","insi","de"," ","of"," ","the"," ","match",","," ","then"," ","back"," ","one"," ","more_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","return_","self_","._","run","\\u","command_","(_","\"","move","\\u","to","\"_",",_","{_","\"","to","\"_",":_","\"","brackets","\"_","}_",",_","point_","=_","point_","-_","1_",")_","-_","1_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","return_","self_","._","run","\\u","command_","(_","\"","move","\\u","to","\"_",",_","{_","\"","to","\"_",":_","\"","brackets","\"_","}_",",_","point_","=_","point_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","other","wis","e"," ","it","'","s"," ","a"," ","string_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","start_","=_","point_","+_","direction_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","run","\\u","command_","(_","\"","expand","\\u","selection","\"_",",_","{_","\"","to","\"_",":_","\"","scope","\"_","}_",",_","point_","=_","start_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","r_","=_","view_","._","sel_","(_",")_","[_","0_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","return_","r_","._","end_","(_",")_","if_","direction_",">_","0_","else_","r_","._","begin_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Sb","p","Move","Back","To","Indent","ation_","(_","Sb","p","Text","Command_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","def_","run","\\u","cmd_","(_","self_",",_","util_",",_","direction_","=_","1_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","view_","=_","self_","._","view_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","def_","to","\\u","indentation_","(_","cursor_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","start_","=_","cursor_","._","begin_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","while_","util_","._","is","\\u","one","\\u","of_","(_","start_",",_","\""," ","\\\\","t","\"_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","start_","+=_","1_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","return_","start_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","util_","._","run","\\u","command_","(_","\"","move","\\u","to","\"_",",_","{_","\"","to","\"_",":_","\"","hard","bol","\"_",",_","\"","extend","\"_",":_","False_","}_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","util_","._","for","\\u","each","\\u","cursor_","(_","to","\\u","indentation_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Sb","p","Case","Word","Command_","(_","Sb","p","Text","Command_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","def_","run","\\u","cmd_","(_","self_",",_","util_",",_","mode_",",_","direction_","=_","1_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","Thi","s"," ","works"," ","first"," ","by"," ","finding"," ","the"," ","bound","s"," ","of"," ","the"," ","operati","on"," ","by"," ","executi","ng"," ","a"," ","forward","-","word_","\\u\\u\\uNL\\u\\u\\u_","#"," ","command","."," ","The","n"," ","it"," ","perform","s"," ","the"," ","case"," ","command","._","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","view_","=_","self_","._","view_","\\u\\u\\uNEWLINE\\u\\u\\u_","count_","=_","util_","._","get","\\u","count_","(_","True_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","copy"," ","the"," ","cursors","_","\\u\\u\\uNL\\u\\u\\u_","selection_","=_","view_","._","sel_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","regions_","=_","list_","(_","selection_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","If"," ","the"," ","regions"," ","are"," ","all"," ","empty",","," ","we"," ","just"," ","move"," ","from"," ","where"," ","we"," ","are"," ","to"," ","where"," ","we","'","re"," ","goi","ng","."," ","If_","\\u\\u\\uNL\\u\\u\\u_","#"," ","there"," ","are"," ","regions",","," ","we"," ","use"," ","the"," ","regions"," ","and"," ","just"," ","do"," ","the"," ","cap",","," ","lower",","," ","upper"," ","within"," ","that_","\\u\\u\\uNL\\u\\u\\u_","#"," ","region","."," ","Tha","t","'","s"," ","different"," ","from"," ","Ema","cs"," ","but"," ","I"," ","think"," ","this"," ","is"," ","bett","er"," ","than"," ","ema","cs","._","\\u\\u\\uNL\\u\\u\\u_","empty_","=_","util_","._","all","\\u","empty","\\u","regions_","(_","regions_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","if_","empty_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","run"," ","the"," ","move","-","word"," ","command"," ","so"," ","we"," ","can"," ","create"," ","a"," ","region_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","direction_","=_","-_","1_","if_","count_","<_","0_","else_","1_","\\u\\u\\uNEWLINE\\u\\u\\u_","util_","._","run","\\u","command_","(_","\"","sb","p","\\u","move","\\u","word","\"_",",_","{_","\"","direction","\"_",":_","1_","}_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","now"," ","the"," ","selection"," ","is"," ","at"," ","the"," ","\"","other"," ","end","\""," ","and"," ","so"," ","we"," ","create"," ","regions"," ","out"," ","of"," ","all"," ","the_","\\u\\u\\uNL\\u\\u\\u_","#"," ","cursors","_","\\u\\u\\uNL\\u\\u\\u_","new","\\u","regions_","=_","[_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","for_","r_",",_","s_","in_","zip_","(_","regions_",",_","selection_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","new","\\u","regions_","._","append_","(_","r_","._","cover_","(_","s_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","selection_","._","clear_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","selection_","._","add","\\u","all_","(_","new","\\u","regions_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","perform"," ","the"," ","operation_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","mode_","in_","(_","'","upper","'_",",_","'","lower","'_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","util_","._","run","\\u","command_","(_","mode_","+_","\"\\u","case","\"_",",_","{_","}_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","for_","r_","in_","selection_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","util_","._","view_","._","replace_","(_","util_","._","edit_",",_","r_",",_","view_","._","substr_","(_","r_",")_","._","title_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","empty_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","if_","count_","<_","0_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","restore"," ","cursors"," ","to"," ","original"," ","state"," ","if"," ","direction"," ","was"," ","backward_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","selection_","._","clear_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","selection_","._","add","\\u","all_","(_","regions_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","other","wis","e"," ","we"," ","lea","ve"," ","the"," ","cursors"," ","at"," ","the"," ","end"," ","of"," ","the"," ","regions_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","for_","r_","in_","new","\\u","regions_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," ","_","r_","._","a_","=_","r_","._","b_","=_","r_","._","end_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","selection_","._","clear_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","selection_","._","add","\\u","all_","(_","new","\\u","regions_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Sb","p","Shi","ft","Region","Command_","(_","Sb","p","Text","Command_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","def_","run","\\u","cmd_","(_","self_",",_","util_",",_","direction_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","view_","=_","self_","._","view_","\\u\\u\\uNEWLINE\\u\\u\\u_","state_","=_","util_","._","state_","\\u\\u\\uNEWLINE\\u\\u\\u_","regions_","=_","util_","._","get","\\u","regions_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","not_","regions_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","regions_","=_","util_","._","get","\\u","cursors","_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","regions_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","util_","._","save","\\u","cursors","_","(_","\"","shift","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","util_","._","toggle","\\u","active","\\u","mark","\\u","mode_","(_","False_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","selection_","=_","self_","._","view_","._","sel_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","selection_","._","clear_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","figure"," ","out"," ","how"," ","far"," ","we","'","re"," ","movin","g_","\\u\\u\\uNL\\u\\u\\u_","if_","state_","._","argu","ment","\\u","supplie","d_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","cols_","=_","direction_","*_","util_","._","get","\\u","count_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","cols_","=_","direction_","*_","util_","._","get","\\u","tab","\\u","size_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","now"," ","we"," ","know"," ","whi","ch"," ","way"," ","and"," ","how"," ","far"," ","we","'","re"," ","shift","ing",","," ","create"," ","a"," ","cursor"," ","for"," ","each"," ","line"," ","we","_","\\u\\u\\uNL\\u\\u\\u_","#"," ","want"," ","to"," ","shift_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","amount_","=_","abs_","(_","cols_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","count_","=_","0_","\\u\\u\\uNEWLINE\\u\\u\\u_","shifted","_","=_","0_","\\u\\u\\uNEWLINE\\u\\u\\u_","for_","region_","in_","regions_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","for_","line_","in_","util_","._","for","\\u","each","\\u","line_","(_","region_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," ","_","count_","+=_","1_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","cols_","<_","0_","and_","(_","line_","._","size_","(_",")_","<_","amount_","or_","not_","util_","._","is","\\u","blank_","(_","line_","._","a_",",_","line_","._","a_","+_","amount_",")_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," "," _","continue_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","selection_","._","add_","(_","sublime_","._","Region_","(_","line_","._","a_",",_","line_","._","a_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","shifted","_","+=_","1_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","shift"," ","the"," ","region_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","cols_",">_","0_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","shift"," ","right_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","view_","._","run","\\u","command_","(_","\"","insert","\"_",",_","{_","\"","character","s","\"_",":_","\""," ","\"_","*_","cols_","}_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","for_","i_","in_","range_","(_","amount_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," ","_","self_","._","view_","._","run","\\u","command_","(_","\"","right","\\u","delete","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","restore"," ","the"," ","region_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","util_","._","restore","\\u","cursors","_","(_","\"","shift","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","sublime_","._","set\\u","timeout_","(_","lambda_",":_","util_","._","set\\u","status_","(_","\"","Shi","fte","d"," ","%","d"," ","of"," ","%","d"," ","lines"," ","in"," ","the"," ","region","\"_","%_","(_","shifted","_",",_","count_",")_",")_",",_","100_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","IS","ear","ch","Info_","(_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","find_","(_","self_",",_","val_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","dete","rmin","e"," ","if"," ","this"," ","is"," ","case"," ","sensi","tiv","e"," ","search"," ","or"," ","not_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","flags_","=_","0_","if_","self_","._","regex_","else_","sublime_","._","LITERA","L_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","not_","re_","._","search_","(_","r","'[","A","-","Z","]'_",",_","val_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","flags_","|=_","sublime_","._","IGNORECASE_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","find"," ","all"," ","instance","s"," ","if"," ","we"," ","have"," ","a"," ","search"," ","string_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","len_","(_","val_",")_",">_","0_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","regions_","=_","self_","._","view_","._","find","\\u","all_","(_","val_",",_","flags_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","find"," ","the"," ","closest"," ","match"," ","to"," ","where"," ","we"," ","currentl","y"," ","are","_","\\u\\u\\uNL\\u\\u\\u_","pos_","=_","None_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","self_","._","current_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","pos_","=_","self_","._","current_","._","get","\\u","point_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","pos_","is_","None_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","pos_","=_","self_","._","point_","[_","-_","1_","]_","._","b_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","index_","=_","self_","._","find","\\u","closest","_","(_","regions_",",_","pos_",",_","self_","._","forward_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","push"," ","this"," ","new"," ","state"," ","onto"," ","the"," ","stack_","\\u\\u\\uNL\\u\\u\\u_","self_","._","push_","(_","IS","ear","ch","Info_","._","Stack","Item_","(_","val_",",_","regions_",",_","[_","]_",",_","index_",",_","self_","._","forward_",",_","self_","._","current_","._","wrapped_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","regions_","=_","None_","\\u\\u\\uNEWLINE\\u\\u\\u_","index_","=_","-_","1_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","self_","._","update_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","IS","ear","ch","Info_","(_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","find","\\u","closest","_","(_","self_",",_","regions_",",_","pos_",",_","forward_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#","_","\\u\\u\\uNL\\u\\u\\u_","#"," ","The"," ","regions"," ","are"," ","sorte","d"," ","so"," ","clear","ly"," ","this"," ","wou","ld"," ","benefit"," ","from"," ","a"," ","simple"," ","binar","y"," ","search"," ","..._","\\u\\u\\uNL\\u\\u\\u_","#","_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","if_","len_","(_","regions_",")_","==_","0_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","return_","-_","1_","\\u\\u\\uNEWLINE\\u\\u\\u_","#"," ","find"," ","the"," ","first"," ","region"," ","after"," ","the"," ","specified"," ","pos_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","found_","=_","False_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","forward_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","for_","index_",",_","r_","in_","enumerate_","(_","regions_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","if_","r_","._","end_","(_",")_",">=_","pos_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," ","_","return_","index_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","return_","-_","1_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","for_","index_",",_","r_","in_","enumerate_","(_","regions_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","if_","r_","._","begin_","(_",")_",">_","pos_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," ","_","return_","index_","-_","1_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","return_","len_","(_","regions_",")_","-_","1_","\\u\\u\\uNEWLINE\\u\\u\\u_"],"string":"[\n \"[CLS]_\",\n \"Un\",\n \"used_\",\n \"local_\",\n \"variable_\",\n \"[SEP]_\",\n \"class_\",\n \"Cmd\",\n \"Util_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"set\\\\u\",\n \"mark_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"regions_\",\n \"=_\",\n \"None_\",\n \",_\",\n \"update\",\n \"\\\\u\",\n \"status_\",\n \"=_\",\n \"True_\",\n \",_\",\n \"and\",\n \"\\\\u\",\n \"selection_\",\n \"=_\",\n \"True_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"view_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"view_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mark\",\n \"\\\\u\",\n \"ring_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"state_\",\n \"._\",\n \"mark\",\n \"\\\\u\",\n \"ring_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"regions_\",\n \"is_\",\n \"None_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"regions_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"cursors\",\n \"_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"update\",\n \" \",\n \"the\",\n \" \",\n \"mark\",\n \" \",\n \"ring_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"mark\",\n \"\\\\u\",\n \"ring_\",\n \"._\",\n \"set_\",\n \"(_\",\n \"regions_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"self_\",\n \"._\",\n \"state_\",\n \"._\",\n \"active\",\n \"\\\\u\",\n \"mark_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"make\",\n \" \",\n \"sure\",\n \" \",\n \"the\",\n \" \",\n \"exist\",\n \"ing\",\n \" \",\n \"selection\",\n \" \",\n \"disapp\",\n \"ear\",\n \"s\",\n \" \",\n \"and\",\n \" \",\n \"is\",\n \" \",\n \"replaced\",\n \" \",\n \"with\",\n \" \",\n \"an\",\n \" \",\n \"empty\",\n \" \",\n \"selection\",\n \" \",\n \"or_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"selection\",\n \"s\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"set\\\\u\",\n \"cursors\",\n \"_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"regions_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"if\",\n \" \",\n \"and\",\n \"\\\\u\",\n \"selection\",\n \":_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"self\",\n \".\",\n \"set\\\\u\",\n \"selection\",\n \"(\",\n \"pos\",\n \")_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"update\",\n \"\\\\u\",\n \"status_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"set\\\\u\",\n \"status_\",\n \"(_\",\n \"\\\"\",\n \"Mark\",\n \" \",\n \"Save\",\n \"d\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Cmd\",\n \"Util_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"swap\",\n \"\\\\u\",\n \"point\",\n \"\\\\u\",\n \"and\",\n \"\\\\u\",\n \"mark_\",\n \"(_\",\n \"self_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"view_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"view_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mark\",\n \"\\\\u\",\n \"ring_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"state_\",\n \"._\",\n \"mark\",\n \"\\\\u\",\n \"ring_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"mark_\",\n \"=_\",\n \"mark\",\n \"\\\\u\",\n \"ring_\",\n \"._\",\n \"exchange_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"cursors\",\n \"_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"mark_\",\n \"is_\",\n \"not_\",\n \"None_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"set\",\n \" \",\n \"the\",\n \" \",\n \"cursors\",\n \" \",\n \"to\",\n \" \",\n \"where\",\n \" \",\n \"the\",\n \" \",\n \"mark\",\n \" \",\n \"was\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"set\\\\u\",\n \"cursors\",\n \"_\",\n \"(_\",\n \"mark_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"self_\",\n \"._\",\n \"state_\",\n \"._\",\n \"active\",\n \"\\\\u\",\n \"mark_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"restore\",\n \" \",\n \"the\",\n \" \",\n \"visi\",\n \"ble\",\n \" \",\n \"region\",\n \" \",\n \"if\",\n \" \",\n \"there\",\n \" \",\n \"was\",\n \" \",\n \"one_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"set\\\\u\",\n \"cursors\",\n \"_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"regions_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"set\\\\u\",\n \"status_\",\n \"(_\",\n \"\\\"\",\n \"No\",\n \" \",\n \"mark\",\n \" \",\n \"in\",\n \" \",\n \"this\",\n \" \",\n \"buffer\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Cmd\",\n \"Util_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"for\",\n \"\\\\u\",\n \"each\",\n \"\\\\u\",\n \"cursor_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"function_\",\n \",_\",\n \"*_\",\n \"args_\",\n \",_\",\n \"**_\",\n \"kwargs_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"view_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"view_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"selection_\",\n \"=_\",\n \"view_\",\n \"._\",\n \"sel_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"regions_\",\n \"=_\",\n \"list_\",\n \"(_\",\n \"selection_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"selection_\",\n \"._\",\n \"clear_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"REM\",\n \"IND\",\n \":\",\n \" \",\n \"for\",\n \" \",\n \"delete\",\n \"-\",\n \"white\",\n \"-\",\n \"space\",\n \" \",\n \"and\",\n \" \",\n \"other\",\n \" \",\n \"command\",\n \"s\",\n \" \",\n \"tha\",\n \"t\",\n \" \",\n \"change\",\n \" \",\n \"the\",\n \" \",\n \"size\",\n \" \",\n \"of\",\n \" \",\n \"the_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"buffer\",\n \",\",\n \" \",\n \"you\",\n \" \",\n \"need\",\n \" \",\n \"to\",\n \" \",\n \"keep\",\n \" \",\n \"the\",\n \" \",\n \"cursors\",\n \" \",\n \"in\",\n \" \",\n \"a\",\n \" \",\n \"named\",\n \" \",\n \"set\",\n \" \",\n \"of\",\n \" \",\n \"cursors\",\n \" \",\n \"(\",\n \"like\",\n \" \",\n \"the\",\n \" \",\n \"mark_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"ring\",\n \")\",\n \" \",\n \"so\",\n \" \",\n \"tha\",\n \"t\",\n \" \",\n \"the\",\n \"y\",\n \" \",\n \"are\",\n \" \",\n \"adjusted\",\n \" \",\n \"proper\",\n \"ly\",\n \".\",\n \" \",\n \"Al\",\n \"so\",\n \" \",\n \"if\",\n \" \",\n \"the\",\n \" \",\n \"function\",\n \" \",\n \"return\",\n \"s\",\n \" \",\n \"Non\",\n \"e\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"gra\",\n \"b\",\n \" \",\n \"the\",\n \" \",\n \"cursor\",\n \" \",\n \"from\",\n \" \",\n \"the\",\n \" \",\n \"selection\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"can\",\n \"\\\\u\",\n \"modify_\",\n \"=_\",\n \"kwargs_\",\n \"._\",\n \"pop_\",\n \"(_\",\n \"'\",\n \"can\",\n \"\\\\u\",\n \"modif\",\n \"y\",\n \"'_\",\n \",_\",\n \"False_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"can\",\n \"\\\\u\",\n \"modify_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"key_\",\n \"=_\",\n \"\\\"\",\n \"tmp\",\n \"\\\\u\",\n \"cursors\",\n \"\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"view_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"regions_\",\n \"(_\",\n \"key_\",\n \",_\",\n \"regions_\",\n \",_\",\n \"\\\"\",\n \"tmp\",\n \"\\\"_\",\n \",_\",\n \"\\\"\\\"_\",\n \",_\",\n \"sublime_\",\n \"._\",\n \"HIDDEN\",\n \"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"for_\",\n \"i_\",\n \"in_\",\n \"range_\",\n \"(_\",\n \"len_\",\n \"(_\",\n \"regions_\",\n \")_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Grab\",\n \" \",\n \"the\",\n \" \",\n \"region\",\n \" \",\n \"(\",\n \"who\",\n \"se\",\n \" \",\n \"position\",\n \" \",\n \"has\",\n \" \",\n \"bee\",\n \"n\",\n \" \",\n \"maintain\",\n \"ed\",\n \"/\",\n \"adjusted\",\n \" \",\n \"by_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"sublim\",\n \"e\",\n \").\",\n \" \",\n \"Unf\",\n \"ort\",\n \"unat\",\n \"el\",\n \"y\",\n \" \",\n \"we\",\n \" \",\n \"need\",\n \" \",\n \"to\",\n \" \",\n \"assume\",\n \" \",\n \"one\",\n \" \",\n \"region\",\n \" \",\n \"mig\",\n \"ht\",\n \" \",\n \"merge\",\n \" \",\n \"into_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"anot\",\n \"her\",\n \" \",\n \"at\",\n \" \",\n \"any\",\n \" \",\n \"time\",\n \",\",\n \" \",\n \"and\",\n \" \",\n \"relo\",\n \"ad\",\n \" \",\n \"all\",\n \" \",\n \"regions\",\n \" \",\n \"to\",\n \" \",\n \"check\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"regions_\",\n \"=_\",\n \"view_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"regions_\",\n \"(_\",\n \"key_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"i_\",\n \">=_\",\n \"len_\",\n \"(_\",\n \"regions_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"we\",\n \"'\",\n \"ve\",\n \" \",\n \"delete\",\n \"d\",\n \" \",\n \"some\",\n \" \",\n \"cursors\",\n \" \",\n \"along\",\n \" \",\n \"the\",\n \" \",\n \"way\",\n \" \",\n \"-\",\n \" \",\n \"we\",\n \"'\",\n \"re\",\n \" \",\n \"done_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" \",\n \"_\",\n \"break_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"selection_\",\n \"._\",\n \"add_\",\n \"(_\",\n \"regions_\",\n \"[_\",\n \"i_\",\n \"]_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"cursor_\",\n \"=_\",\n \"function_\",\n \"(_\",\n \"regions_\",\n \"[_\",\n \"i_\",\n \"]_\",\n \",_\",\n \"*_\",\n \"args_\",\n \",_\",\n \"**_\",\n \"kwargs_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"selection_\",\n \"._\",\n \"clear_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"cursors\",\n \"_\",\n \"=_\",\n \"view_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"regions_\",\n \"(_\",\n \"key_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"view_\",\n \"._\",\n \"erase\",\n \"\\\\u\",\n \"regions_\",\n \"(_\",\n \"key_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"run\",\n \" \",\n \"the\",\n \" \",\n \"command\",\n \" \",\n \"passi\",\n \"ng\",\n \" \",\n \"in\",\n \" \",\n \"each\",\n \" \",\n \"cursor\",\n \" \",\n \"and\",\n \" \",\n \"collecti\",\n \"ng\",\n \" \",\n \"the\",\n \" \",\n \"return\",\n \"ed\",\n \" \",\n \"cursor_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"cursors\",\n \"_\",\n \"=_\",\n \"[_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"for_\",\n \"i_\",\n \",_\",\n \"cursor_\",\n \"in_\",\n \"enumerate_\",\n \"(_\",\n \"regions_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"selection_\",\n \"._\",\n \"add_\",\n \"(_\",\n \"cursor_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"cursor_\",\n \"=_\",\n \"function_\",\n \"(_\",\n \"cursor_\",\n \",_\",\n \"*_\",\n \"args_\",\n \",_\",\n \"**_\",\n \"kwargs_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"selection_\",\n \"._\",\n \"clear_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"cursors\",\n \"_\",\n \"._\",\n \"append_\",\n \"(_\",\n \"cursor_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"add\",\n \" \",\n \"them\",\n \" \",\n \"all\",\n \" \",\n \"back\",\n \" \",\n \"whe\",\n \"n\",\n \" \",\n \"we\",\n \"'\",\n \"re\",\n \" \",\n \"done_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"selection_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"all_\",\n \"(_\",\n \"cursors\",\n \"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Cmd\",\n \"Util_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"to\",\n \"\\\\u\",\n \"other\",\n \"\\\\u\",\n \"end_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"point_\",\n \",_\",\n \"direction_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"bra\",\n \"c_\",\n \"=_\",\n \"\\\"([\",\n \"{\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"ket\",\n \"s_\",\n \"=_\",\n \"\\\")]\",\n \"}\\\"_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"view_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"view_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"scope\",\n \"\\\\u\",\n \"name_\",\n \"=_\",\n \"view_\",\n \"._\",\n \"scope\",\n \"\\\\u\",\n \"name_\",\n \"(_\",\n \"point_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"scope\",\n \"\\\\u\",\n \"name_\",\n \"._\",\n \"find_\",\n \"(_\",\n \"\\\"\",\n \"comment\",\n \"\\\"_\",\n \")_\",\n \">=_\",\n \"0_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"return_\",\n \"None_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"ch_\",\n \"=_\",\n \"view_\",\n \"._\",\n \"substr_\",\n \"(_\",\n \"point_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"direction_\",\n \">_\",\n \"0_\",\n \"and_\",\n \"view_\",\n \"._\",\n \"substr_\",\n \"(_\",\n \"point_\",\n \")_\",\n \"in_\",\n \"bra\",\n \"c_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"return_\",\n \"self_\",\n \"._\",\n \"run\",\n \"\\\\u\",\n \"command_\",\n \"(_\",\n \"\\\"\",\n \"move\",\n \"\\\\u\",\n \"to\",\n \"\\\"_\",\n \",_\",\n \"{_\",\n \"\\\"\",\n \"to\",\n \"\\\"_\",\n \":_\",\n \"\\\"\",\n \"brackets\",\n \"\\\"_\",\n \"}_\",\n \",_\",\n \"point_\",\n \"=_\",\n \"point_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"elif_\",\n \"direction_\",\n \"<_\",\n \"0_\",\n \"and_\",\n \"view_\",\n \"._\",\n \"substr_\",\n \"(_\",\n \"point_\",\n \"-_\",\n \"1_\",\n \")_\",\n \"in_\",\n \"ket\",\n \"s_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"this\",\n \" \",\n \"can\",\n \" \",\n \"be\",\n \" \",\n \"trick\",\n \"y\",\n \" \",\n \"due\",\n \" \",\n \"to\",\n \" \",\n \"incon\",\n \"siste\",\n \"ncie\",\n \"s\",\n \" \",\n \"with\",\n \" \",\n \"sublim\",\n \"e\",\n \" \",\n \"bracket\",\n \" \",\n \"matching_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"we\",\n \" \",\n \"need\",\n \" \",\n \"to\",\n \" \",\n \"handle\",\n \" \",\n \"\\\"))\",\n \"\\\"\",\n \" \",\n \"and\",\n \" \",\n \"\\\"(\",\n \")[\",\n \"0\",\n \"]\\\"\",\n \" \",\n \"whe\",\n \"n\",\n \" \",\n \"bet\",\n \"ween\",\n \" \",\n \"the\",\n \" \",\n \")\",\n \" \",\n \"and\",\n \" \",\n \"[_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"if_\",\n \"point_\",\n \"<_\",\n \"view_\",\n \"._\",\n \"size_\",\n \"(_\",\n \")_\",\n \"and_\",\n \"view_\",\n \"._\",\n \"substr_\",\n \"(_\",\n \"point_\",\n \")_\",\n \"in_\",\n \"bra\",\n \"c_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"go\",\n \" \",\n \"insi\",\n \"de\",\n \" \",\n \"the\",\n \" \",\n \"bracket\",\n \" \",\n \"(\",\n \"point\",\n \" \",\n \"-\",\n \" \",\n \"1\",\n \"),\",\n \" \",\n \"then\",\n \" \",\n \"to\",\n \" \",\n \"the\",\n \" \",\n \"insi\",\n \"de\",\n \" \",\n \"of\",\n \" \",\n \"the\",\n \" \",\n \"match\",\n \",\",\n \" \",\n \"then\",\n \" \",\n \"back\",\n \" \",\n \"one\",\n \" \",\n \"more_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"return_\",\n \"self_\",\n \"._\",\n \"run\",\n \"\\\\u\",\n \"command_\",\n \"(_\",\n \"\\\"\",\n \"move\",\n \"\\\\u\",\n \"to\",\n \"\\\"_\",\n \",_\",\n \"{_\",\n \"\\\"\",\n \"to\",\n \"\\\"_\",\n \":_\",\n \"\\\"\",\n \"brackets\",\n \"\\\"_\",\n \"}_\",\n \",_\",\n \"point_\",\n \"=_\",\n \"point_\",\n \"-_\",\n \"1_\",\n \")_\",\n \"-_\",\n \"1_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"return_\",\n \"self_\",\n \"._\",\n \"run\",\n \"\\\\u\",\n \"command_\",\n \"(_\",\n \"\\\"\",\n \"move\",\n \"\\\\u\",\n \"to\",\n \"\\\"_\",\n \",_\",\n \"{_\",\n \"\\\"\",\n \"to\",\n \"\\\"_\",\n \":_\",\n \"\\\"\",\n \"brackets\",\n \"\\\"_\",\n \"}_\",\n \",_\",\n \"point_\",\n \"=_\",\n \"point_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"other\",\n \"wis\",\n \"e\",\n \" \",\n \"it\",\n \"'\",\n \"s\",\n \" \",\n \"a\",\n \" \",\n \"string_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"start_\",\n \"=_\",\n \"point_\",\n \"+_\",\n \"direction_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"run\",\n \"\\\\u\",\n \"command_\",\n \"(_\",\n \"\\\"\",\n \"expand\",\n \"\\\\u\",\n \"selection\",\n \"\\\"_\",\n \",_\",\n \"{_\",\n \"\\\"\",\n \"to\",\n \"\\\"_\",\n \":_\",\n \"\\\"\",\n \"scope\",\n \"\\\"_\",\n \"}_\",\n \",_\",\n \"point_\",\n \"=_\",\n \"start_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"r_\",\n \"=_\",\n \"view_\",\n \"._\",\n \"sel_\",\n \"(_\",\n \")_\",\n \"[_\",\n \"0_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"r_\",\n \"._\",\n \"end_\",\n \"(_\",\n \")_\",\n \"if_\",\n \"direction_\",\n \">_\",\n \"0_\",\n \"else_\",\n \"r_\",\n \"._\",\n \"begin_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Sb\",\n \"p\",\n \"Move\",\n \"Back\",\n \"To\",\n \"Indent\",\n \"ation_\",\n \"(_\",\n \"Sb\",\n \"p\",\n \"Text\",\n \"Command_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"run\",\n \"\\\\u\",\n \"cmd_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"util_\",\n \",_\",\n \"direction_\",\n \"=_\",\n \"1_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"view_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"view_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"to\",\n \"\\\\u\",\n \"indentation_\",\n \"(_\",\n \"cursor_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"start_\",\n \"=_\",\n \"cursor_\",\n \"._\",\n \"begin_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"while_\",\n \"util_\",\n \"._\",\n \"is\",\n \"\\\\u\",\n \"one\",\n \"\\\\u\",\n \"of_\",\n \"(_\",\n \"start_\",\n \",_\",\n \"\\\"\",\n \" \",\n \"\\\\\\\\\",\n \"t\",\n \"\\\"_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"start_\",\n \"+=_\",\n \"1_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"start_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"util_\",\n \"._\",\n \"run\",\n \"\\\\u\",\n \"command_\",\n \"(_\",\n \"\\\"\",\n \"move\",\n \"\\\\u\",\n \"to\",\n \"\\\"_\",\n \",_\",\n \"{_\",\n \"\\\"\",\n \"to\",\n \"\\\"_\",\n \":_\",\n \"\\\"\",\n \"hard\",\n \"bol\",\n \"\\\"_\",\n \",_\",\n \"\\\"\",\n \"extend\",\n \"\\\"_\",\n \":_\",\n \"False_\",\n \"}_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"util_\",\n \"._\",\n \"for\",\n \"\\\\u\",\n \"each\",\n \"\\\\u\",\n \"cursor_\",\n \"(_\",\n \"to\",\n \"\\\\u\",\n \"indentation_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Sb\",\n \"p\",\n \"Case\",\n \"Word\",\n \"Command_\",\n \"(_\",\n \"Sb\",\n \"p\",\n \"Text\",\n \"Command_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"run\",\n \"\\\\u\",\n \"cmd_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"util_\",\n \",_\",\n \"mode_\",\n \",_\",\n \"direction_\",\n \"=_\",\n \"1_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Thi\",\n \"s\",\n \" \",\n \"works\",\n \" \",\n \"first\",\n \" \",\n \"by\",\n \" \",\n \"finding\",\n \" \",\n \"the\",\n \" \",\n \"bound\",\n \"s\",\n \" \",\n \"of\",\n \" \",\n \"the\",\n \" \",\n \"operati\",\n \"on\",\n \" \",\n \"by\",\n \" \",\n \"executi\",\n \"ng\",\n \" \",\n \"a\",\n \" \",\n \"forward\",\n \"-\",\n \"word_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"command\",\n \".\",\n \" \",\n \"The\",\n \"n\",\n \" \",\n \"it\",\n \" \",\n \"perform\",\n \"s\",\n \" \",\n \"the\",\n \" \",\n \"case\",\n \" \",\n \"command\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"view_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"view_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"count_\",\n \"=_\",\n \"util_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"count_\",\n \"(_\",\n \"True_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"copy\",\n \" \",\n \"the\",\n \" \",\n \"cursors\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"selection_\",\n \"=_\",\n \"view_\",\n \"._\",\n \"sel_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"regions_\",\n \"=_\",\n \"list_\",\n \"(_\",\n \"selection_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"If\",\n \" \",\n \"the\",\n \" \",\n \"regions\",\n \" \",\n \"are\",\n \" \",\n \"all\",\n \" \",\n \"empty\",\n \",\",\n \" \",\n \"we\",\n \" \",\n \"just\",\n \" \",\n \"move\",\n \" \",\n \"from\",\n \" \",\n \"where\",\n \" \",\n \"we\",\n \" \",\n \"are\",\n \" \",\n \"to\",\n \" \",\n \"where\",\n \" \",\n \"we\",\n \"'\",\n \"re\",\n \" \",\n \"goi\",\n \"ng\",\n \".\",\n \" \",\n \"If_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"there\",\n \" \",\n \"are\",\n \" \",\n \"regions\",\n \",\",\n \" \",\n \"we\",\n \" \",\n \"use\",\n \" \",\n \"the\",\n \" \",\n \"regions\",\n \" \",\n \"and\",\n \" \",\n \"just\",\n \" \",\n \"do\",\n \" \",\n \"the\",\n \" \",\n \"cap\",\n \",\",\n \" \",\n \"lower\",\n \",\",\n \" \",\n \"upper\",\n \" \",\n \"within\",\n \" \",\n \"that_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"region\",\n \".\",\n \" \",\n \"Tha\",\n \"t\",\n \"'\",\n \"s\",\n \" \",\n \"different\",\n \" \",\n \"from\",\n \" \",\n \"Ema\",\n \"cs\",\n \" \",\n \"but\",\n \" \",\n \"I\",\n \" \",\n \"think\",\n \" \",\n \"this\",\n \" \",\n \"is\",\n \" \",\n \"bett\",\n \"er\",\n \" \",\n \"than\",\n \" \",\n \"ema\",\n \"cs\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"empty_\",\n \"=_\",\n \"util_\",\n \"._\",\n \"all\",\n \"\\\\u\",\n \"empty\",\n \"\\\\u\",\n \"regions_\",\n \"(_\",\n \"regions_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"empty_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"run\",\n \" \",\n \"the\",\n \" \",\n \"move\",\n \"-\",\n \"word\",\n \" \",\n \"command\",\n \" \",\n \"so\",\n \" \",\n \"we\",\n \" \",\n \"can\",\n \" \",\n \"create\",\n \" \",\n \"a\",\n \" \",\n \"region_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"direction_\",\n \"=_\",\n \"-_\",\n \"1_\",\n \"if_\",\n \"count_\",\n \"<_\",\n \"0_\",\n \"else_\",\n \"1_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"util_\",\n \"._\",\n \"run\",\n \"\\\\u\",\n \"command_\",\n \"(_\",\n \"\\\"\",\n \"sb\",\n \"p\",\n \"\\\\u\",\n \"move\",\n \"\\\\u\",\n \"word\",\n \"\\\"_\",\n \",_\",\n \"{_\",\n \"\\\"\",\n \"direction\",\n \"\\\"_\",\n \":_\",\n \"1_\",\n \"}_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"now\",\n \" \",\n \"the\",\n \" \",\n \"selection\",\n \" \",\n \"is\",\n \" \",\n \"at\",\n \" \",\n \"the\",\n \" \",\n \"\\\"\",\n \"other\",\n \" \",\n \"end\",\n \"\\\"\",\n \" \",\n \"and\",\n \" \",\n \"so\",\n \" \",\n \"we\",\n \" \",\n \"create\",\n \" \",\n \"regions\",\n \" \",\n \"out\",\n \" \",\n \"of\",\n \" \",\n \"all\",\n \" \",\n \"the_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"cursors\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"new\",\n \"\\\\u\",\n \"regions_\",\n \"=_\",\n \"[_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"for_\",\n \"r_\",\n \",_\",\n \"s_\",\n \"in_\",\n \"zip_\",\n \"(_\",\n \"regions_\",\n \",_\",\n \"selection_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"new\",\n \"\\\\u\",\n \"regions_\",\n \"._\",\n \"append_\",\n \"(_\",\n \"r_\",\n \"._\",\n \"cover_\",\n \"(_\",\n \"s_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"selection_\",\n \"._\",\n \"clear_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"selection_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"all_\",\n \"(_\",\n \"new\",\n \"\\\\u\",\n \"regions_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"perform\",\n \" \",\n \"the\",\n \" \",\n \"operation_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"mode_\",\n \"in_\",\n \"(_\",\n \"'\",\n \"upper\",\n \"'_\",\n \",_\",\n \"'\",\n \"lower\",\n \"'_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"util_\",\n \"._\",\n \"run\",\n \"\\\\u\",\n \"command_\",\n \"(_\",\n \"mode_\",\n \"+_\",\n \"\\\"\\\\u\",\n \"case\",\n \"\\\"_\",\n \",_\",\n \"{_\",\n \"}_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"for_\",\n \"r_\",\n \"in_\",\n \"selection_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"util_\",\n \"._\",\n \"view_\",\n \"._\",\n \"replace_\",\n \"(_\",\n \"util_\",\n \"._\",\n \"edit_\",\n \",_\",\n \"r_\",\n \",_\",\n \"view_\",\n \"._\",\n \"substr_\",\n \"(_\",\n \"r_\",\n \")_\",\n \"._\",\n \"title_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"empty_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"if_\",\n \"count_\",\n \"<_\",\n \"0_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"restore\",\n \" \",\n \"cursors\",\n \" \",\n \"to\",\n \" \",\n \"original\",\n \" \",\n \"state\",\n \" \",\n \"if\",\n \" \",\n \"direction\",\n \" \",\n \"was\",\n \" \",\n \"backward_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"selection_\",\n \"._\",\n \"clear_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"selection_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"all_\",\n \"(_\",\n \"regions_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"other\",\n \"wis\",\n \"e\",\n \" \",\n \"we\",\n \" \",\n \"lea\",\n \"ve\",\n \" \",\n \"the\",\n \" \",\n \"cursors\",\n \" \",\n \"at\",\n \" \",\n \"the\",\n \" \",\n \"end\",\n \" \",\n \"of\",\n \" \",\n \"the\",\n \" \",\n \"regions_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"for_\",\n \"r_\",\n \"in_\",\n \"new\",\n \"\\\\u\",\n \"regions_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" \",\n \"_\",\n \"r_\",\n \"._\",\n \"a_\",\n \"=_\",\n \"r_\",\n \"._\",\n \"b_\",\n \"=_\",\n \"r_\",\n \"._\",\n \"end_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"selection_\",\n \"._\",\n \"clear_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"selection_\",\n \"._\",\n \"add\",\n \"\\\\u\",\n \"all_\",\n \"(_\",\n \"new\",\n \"\\\\u\",\n \"regions_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Sb\",\n \"p\",\n \"Shi\",\n \"ft\",\n \"Region\",\n \"Command_\",\n \"(_\",\n \"Sb\",\n \"p\",\n \"Text\",\n \"Command_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"run\",\n \"\\\\u\",\n \"cmd_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"util_\",\n \",_\",\n \"direction_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"view_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"view_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"state_\",\n \"=_\",\n \"util_\",\n \"._\",\n \"state_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"regions_\",\n \"=_\",\n \"util_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"regions_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"not_\",\n \"regions_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"regions_\",\n \"=_\",\n \"util_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"cursors\",\n \"_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"regions_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"util_\",\n \"._\",\n \"save\",\n \"\\\\u\",\n \"cursors\",\n \"_\",\n \"(_\",\n \"\\\"\",\n \"shift\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"util_\",\n \"._\",\n \"toggle\",\n \"\\\\u\",\n \"active\",\n \"\\\\u\",\n \"mark\",\n \"\\\\u\",\n \"mode_\",\n \"(_\",\n \"False_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"selection_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"view_\",\n \"._\",\n \"sel_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"selection_\",\n \"._\",\n \"clear_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"figure\",\n \" \",\n \"out\",\n \" \",\n \"how\",\n \" \",\n \"far\",\n \" \",\n \"we\",\n \"'\",\n \"re\",\n \" \",\n \"movin\",\n \"g_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"state_\",\n \"._\",\n \"argu\",\n \"ment\",\n \"\\\\u\",\n \"supplie\",\n \"d_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"cols_\",\n \"=_\",\n \"direction_\",\n \"*_\",\n \"util_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"count_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"cols_\",\n \"=_\",\n \"direction_\",\n \"*_\",\n \"util_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"tab\",\n \"\\\\u\",\n \"size_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"now\",\n \" \",\n \"we\",\n \" \",\n \"know\",\n \" \",\n \"whi\",\n \"ch\",\n \" \",\n \"way\",\n \" \",\n \"and\",\n \" \",\n \"how\",\n \" \",\n \"far\",\n \" \",\n \"we\",\n \"'\",\n \"re\",\n \" \",\n \"shift\",\n \"ing\",\n \",\",\n \" \",\n \"create\",\n \" \",\n \"a\",\n \" \",\n \"cursor\",\n \" \",\n \"for\",\n \" \",\n \"each\",\n \" \",\n \"line\",\n \" \",\n \"we\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"want\",\n \" \",\n \"to\",\n \" \",\n \"shift_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"amount_\",\n \"=_\",\n \"abs_\",\n \"(_\",\n \"cols_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"count_\",\n \"=_\",\n \"0_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"shifted\",\n \"_\",\n \"=_\",\n \"0_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"for_\",\n \"region_\",\n \"in_\",\n \"regions_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"for_\",\n \"line_\",\n \"in_\",\n \"util_\",\n \"._\",\n \"for\",\n \"\\\\u\",\n \"each\",\n \"\\\\u\",\n \"line_\",\n \"(_\",\n \"region_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" \",\n \"_\",\n \"count_\",\n \"+=_\",\n \"1_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"cols_\",\n \"<_\",\n \"0_\",\n \"and_\",\n \"(_\",\n \"line_\",\n \"._\",\n \"size_\",\n \"(_\",\n \")_\",\n \"<_\",\n \"amount_\",\n \"or_\",\n \"not_\",\n \"util_\",\n \"._\",\n \"is\",\n \"\\\\u\",\n \"blank_\",\n \"(_\",\n \"line_\",\n \"._\",\n \"a_\",\n \",_\",\n \"line_\",\n \"._\",\n \"a_\",\n \"+_\",\n \"amount_\",\n \")_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" \",\n \" _\",\n \"continue_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"selection_\",\n \"._\",\n \"add_\",\n \"(_\",\n \"sublime_\",\n \"._\",\n \"Region_\",\n \"(_\",\n \"line_\",\n \"._\",\n \"a_\",\n \",_\",\n \"line_\",\n \"._\",\n \"a_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"shifted\",\n \"_\",\n \"+=_\",\n \"1_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"shift\",\n \" \",\n \"the\",\n \" \",\n \"region_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"cols_\",\n \">_\",\n \"0_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"shift\",\n \" \",\n \"right_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"view_\",\n \"._\",\n \"run\",\n \"\\\\u\",\n \"command_\",\n \"(_\",\n \"\\\"\",\n \"insert\",\n \"\\\"_\",\n \",_\",\n \"{_\",\n \"\\\"\",\n \"character\",\n \"s\",\n \"\\\"_\",\n \":_\",\n \"\\\"\",\n \" \",\n \"\\\"_\",\n \"*_\",\n \"cols_\",\n \"}_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"for_\",\n \"i_\",\n \"in_\",\n \"range_\",\n \"(_\",\n \"amount_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" \",\n \"_\",\n \"self_\",\n \"._\",\n \"view_\",\n \"._\",\n \"run\",\n \"\\\\u\",\n \"command_\",\n \"(_\",\n \"\\\"\",\n \"right\",\n \"\\\\u\",\n \"delete\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"restore\",\n \" \",\n \"the\",\n \" \",\n \"region_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"util_\",\n \"._\",\n \"restore\",\n \"\\\\u\",\n \"cursors\",\n \"_\",\n \"(_\",\n \"\\\"\",\n \"shift\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"sublime_\",\n \"._\",\n \"set\\\\u\",\n \"timeout_\",\n \"(_\",\n \"lambda_\",\n \":_\",\n \"util_\",\n \"._\",\n \"set\\\\u\",\n \"status_\",\n \"(_\",\n \"\\\"\",\n \"Shi\",\n \"fte\",\n \"d\",\n \" \",\n \"%\",\n \"d\",\n \" \",\n \"of\",\n \" \",\n \"%\",\n \"d\",\n \" \",\n \"lines\",\n \" \",\n \"in\",\n \" \",\n \"the\",\n \" \",\n \"region\",\n \"\\\"_\",\n \"%_\",\n \"(_\",\n \"shifted\",\n \"_\",\n \",_\",\n \"count_\",\n \")_\",\n \")_\",\n \",_\",\n \"100_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"IS\",\n \"ear\",\n \"ch\",\n \"Info_\",\n \"(_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"find_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"val_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"dete\",\n \"rmin\",\n \"e\",\n \" \",\n \"if\",\n \" \",\n \"this\",\n \" \",\n \"is\",\n \" \",\n \"case\",\n \" \",\n \"sensi\",\n \"tiv\",\n \"e\",\n \" \",\n \"search\",\n \" \",\n \"or\",\n \" \",\n \"not_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"flags_\",\n \"=_\",\n \"0_\",\n \"if_\",\n \"self_\",\n \"._\",\n \"regex_\",\n \"else_\",\n \"sublime_\",\n \"._\",\n \"LITERA\",\n \"L_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"not_\",\n \"re_\",\n \"._\",\n \"search_\",\n \"(_\",\n \"r\",\n \"'[\",\n \"A\",\n \"-\",\n \"Z\",\n \"]'_\",\n \",_\",\n \"val_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"flags_\",\n \"|=_\",\n \"sublime_\",\n \"._\",\n \"IGNORECASE_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"find\",\n \" \",\n \"all\",\n \" \",\n \"instance\",\n \"s\",\n \" \",\n \"if\",\n \" \",\n \"we\",\n \" \",\n \"have\",\n \" \",\n \"a\",\n \" \",\n \"search\",\n \" \",\n \"string_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"len_\",\n \"(_\",\n \"val_\",\n \")_\",\n \">_\",\n \"0_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"regions_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"view_\",\n \"._\",\n \"find\",\n \"\\\\u\",\n \"all_\",\n \"(_\",\n \"val_\",\n \",_\",\n \"flags_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"find\",\n \" \",\n \"the\",\n \" \",\n \"closest\",\n \" \",\n \"match\",\n \" \",\n \"to\",\n \" \",\n \"where\",\n \" \",\n \"we\",\n \" \",\n \"currentl\",\n \"y\",\n \" \",\n \"are\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"pos_\",\n \"=_\",\n \"None_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"self_\",\n \"._\",\n \"current_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"pos_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"current_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"point_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"pos_\",\n \"is_\",\n \"None_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"pos_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"point_\",\n \"[_\",\n \"-_\",\n \"1_\",\n \"]_\",\n \"._\",\n \"b_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"index_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"find\",\n \"\\\\u\",\n \"closest\",\n \"_\",\n \"(_\",\n \"regions_\",\n \",_\",\n \"pos_\",\n \",_\",\n \"self_\",\n \"._\",\n \"forward_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"push\",\n \" \",\n \"this\",\n \" \",\n \"new\",\n \" \",\n \"state\",\n \" \",\n \"onto\",\n \" \",\n \"the\",\n \" \",\n \"stack_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"push_\",\n \"(_\",\n \"IS\",\n \"ear\",\n \"ch\",\n \"Info_\",\n \"._\",\n \"Stack\",\n \"Item_\",\n \"(_\",\n \"val_\",\n \",_\",\n \"regions_\",\n \",_\",\n \"[_\",\n \"]_\",\n \",_\",\n \"index_\",\n \",_\",\n \"self_\",\n \"._\",\n \"forward_\",\n \",_\",\n \"self_\",\n \"._\",\n \"current_\",\n \"._\",\n \"wrapped_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"regions_\",\n \"=_\",\n \"None_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"index_\",\n \"=_\",\n \"-_\",\n \"1_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"update_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"IS\",\n \"ear\",\n \"ch\",\n \"Info_\",\n \"(_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"find\",\n \"\\\\u\",\n \"closest\",\n \"_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"regions_\",\n \",_\",\n \"pos_\",\n \",_\",\n \"forward_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"The\",\n \" \",\n \"regions\",\n \" \",\n \"are\",\n \" \",\n \"sorte\",\n \"d\",\n \" \",\n \"so\",\n \" \",\n \"clear\",\n \"ly\",\n \" \",\n \"this\",\n \" \",\n \"wou\",\n \"ld\",\n \" \",\n \"benefit\",\n \" \",\n \"from\",\n \" \",\n \"a\",\n \" \",\n \"simple\",\n \" \",\n \"binar\",\n \"y\",\n \" \",\n \"search\",\n \" \",\n \"..._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"if_\",\n \"len_\",\n \"(_\",\n \"regions_\",\n \")_\",\n \"==_\",\n \"0_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"return_\",\n \"-_\",\n \"1_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"find\",\n \" \",\n \"the\",\n \" \",\n \"first\",\n \" \",\n \"region\",\n \" \",\n \"after\",\n \" \",\n \"the\",\n \" \",\n \"specified\",\n \" \",\n \"pos_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"found_\",\n \"=_\",\n \"False_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"forward_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"for_\",\n \"index_\",\n \",_\",\n \"r_\",\n \"in_\",\n \"enumerate_\",\n \"(_\",\n \"regions_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"if_\",\n \"r_\",\n \"._\",\n \"end_\",\n \"(_\",\n \")_\",\n \">=_\",\n \"pos_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" \",\n \"_\",\n \"return_\",\n \"index_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"-_\",\n \"1_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"for_\",\n \"index_\",\n \",_\",\n \"r_\",\n \"in_\",\n \"enumerate_\",\n \"(_\",\n \"regions_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"if_\",\n \"r_\",\n \"._\",\n \"begin_\",\n \"(_\",\n \")_\",\n \">_\",\n \"pos_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" \",\n \"_\",\n \"return_\",\n \"index_\",\n \"-_\",\n \"1_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"len_\",\n \"(_\",\n \"regions_\",\n \")_\",\n \"-_\",\n \"1_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\"\n]","isConversational":false},"label_sequence":{"kind":"list like","value":[4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,2,2,2,0,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],"string":"[\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 2,\n 2,\n 2,\n 0,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2\n]","isConversational":false}}},{"rowIdx":195,"cells":{"query_name":{"kind":"string","value":"Imprecise assert"},"code_file_path":{"kind":"string","value":"google/grr/grr/lib/flows/cron/system_test.py"},"context_blocks":{"kind":"list like","value":[{"content":" def testPurgeClientStats(self):\n max_age = system.PurgeClientStats.MAX_AGE\n\n for t in [1 * max_age, 1.5 * max_age, 2 * max_age]:\n with test_lib.FakeTime(t):\n urn = self.client_id.Add(\"stats\")\n\n stats_fd = aff4.FACTORY.Create(urn, \"ClientStats\", token=self.token,\n mode=\"rw\")\n st = client_rdf.ClientStats(RSS_size=int(t))\n stats_fd.AddAttribute(stats_fd.Schema.STATS(st))\n\n stats_fd.Close()\n\n stat_obj = aff4.FACTORY.Open(\n urn, age=aff4.ALL_TIMES, token=self.token, ignore_cache=True)\n stat_entries = list(stat_obj.GetValuesForAttribute(stat_obj.Schema.STATS))\n self.assertEqual(len(stat_entries), 3)\n self.assertTrue(max_age in [e.RSS_size for e in stat_entries])\n\n with test_lib.FakeTime(2.5 * max_age):\n for _ in test_lib.TestFlowHelper(\n \"PurgeClientStats\", None, client_id=self.client_id, token=self.token):\n pass\n\n stat_obj = aff4.FACTORY.Open(\n urn, age=aff4.ALL_TIMES, token=self.token, ignore_cache=True)\n stat_entries = list(stat_obj.GetValuesForAttribute(stat_obj.Schema.STATS))\n self.assertEqual(len(stat_entries), 1)\n self.assertTrue(max_age not in [e.RSS_size for e in stat_entries])","metadata":"root.SystemCronFlowTest.testPurgeClientStats","header":"['class', 'SystemCronFlowTest', '(', 'test_lib', '.', 'FlowTestsBaseclass', ')', ':', '___EOS___']","index":162}],"string":"[\n {\n \"content\": \" def testPurgeClientStats(self):\\n max_age = system.PurgeClientStats.MAX_AGE\\n\\n for t in [1 * max_age, 1.5 * max_age, 2 * max_age]:\\n with test_lib.FakeTime(t):\\n urn = self.client_id.Add(\\\"stats\\\")\\n\\n stats_fd = aff4.FACTORY.Create(urn, \\\"ClientStats\\\", token=self.token,\\n mode=\\\"rw\\\")\\n st = client_rdf.ClientStats(RSS_size=int(t))\\n stats_fd.AddAttribute(stats_fd.Schema.STATS(st))\\n\\n stats_fd.Close()\\n\\n stat_obj = aff4.FACTORY.Open(\\n urn, age=aff4.ALL_TIMES, token=self.token, ignore_cache=True)\\n stat_entries = list(stat_obj.GetValuesForAttribute(stat_obj.Schema.STATS))\\n self.assertEqual(len(stat_entries), 3)\\n self.assertTrue(max_age in [e.RSS_size for e in stat_entries])\\n\\n with test_lib.FakeTime(2.5 * max_age):\\n for _ in test_lib.TestFlowHelper(\\n \\\"PurgeClientStats\\\", None, client_id=self.client_id, token=self.token):\\n pass\\n\\n stat_obj = aff4.FACTORY.Open(\\n urn, age=aff4.ALL_TIMES, token=self.token, ignore_cache=True)\\n stat_entries = list(stat_obj.GetValuesForAttribute(stat_obj.Schema.STATS))\\n self.assertEqual(len(stat_entries), 1)\\n self.assertTrue(max_age not in [e.RSS_size for e in stat_entries])\",\n \"metadata\": \"root.SystemCronFlowTest.testPurgeClientStats\",\n \"header\": \"['class', 'SystemCronFlowTest', '(', 'test_lib', '.', 'FlowTestsBaseclass', ')', ':', '___EOS___']\",\n \"index\": 162\n }\n]","isConversational":false},"answer_spans":{"kind":"list like","value":[{"span":"self.assertTrue(max_age in [e.RSS_size for e in stat_entries])","start_line":180,"start_column":4,"end_line":180,"end_column":66},{"span":"self.assertTrue(max_age not in [e.RSS_size for e in stat_entries])","start_line":191,"start_column":4,"end_line":191,"end_column":70}],"string":"[\n {\n \"span\": \"self.assertTrue(max_age in [e.RSS_size for e in stat_entries])\",\n \"start_line\": 180,\n \"start_column\": 4,\n \"end_line\": 180,\n \"end_column\": 66\n },\n {\n \"span\": \"self.assertTrue(max_age not in [e.RSS_size for e in stat_entries])\",\n \"start_line\": 191,\n \"start_column\": 4,\n \"end_line\": 191,\n \"end_column\": 70\n }\n]","isConversational":false},"supporting_fact_spans":{"kind":"list like","value":[],"string":"[]","isConversational":false},"example_type":{"kind":"number","value":1,"string":"1"},"single_hop":{"kind":"bool","value":true,"string":"true"},"subtokenized_input_sequence":{"kind":"list like","value":["[CLS]_","Imp","reci","se_","assert_","[SEP]_","class_","System","Cro","n","Flow","Test_","(_","test\\u","lib_","._","Flow","Test","s","Base","class_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","test","Purg","e","Client","Stats_","(_","self_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","max","\\u","age_","=_","system_","._","Purg","e","Client","Stats_","._","MAX","\\u","AGE_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","for_","t_","in_","[_","1_","*_","max","\\u","age_",",_","1.5_","*_","max","\\u","age_",",_","2_","*_","max","\\u","age_","]_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","with_","test\\u","lib_","._","Fake","Time_","(_","t_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","urn_","=_","self_","._","client","\\u","id_","._","Add_","(_","\"","stats","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","stats","\\u","fd_","=_","aff4","_","._","FACTORY","_","._","Create_","(_","urn_",",_","\"","Client","Stat","s","\"_",",_","token_","=_","self_","._","token_",",_","\\u\\u\\uNL\\u\\u\\u_","mode_","=_","\"","rw","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","st_","=_","client","\\u","rdf","_","._","Client","Stats_","(_","RSS","\\u","size_","=_","int_","(_","t_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","stats","\\u","fd_","._","Add","Attribute_","(_","stats","\\u","fd_","._","Schema_","._","STATS","_","(_","st_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","stats","\\u","fd_","._","Close_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","stat","\\u","obj_","=_","aff4","_","._","FACTORY","_","._","Open_","(_","\\u\\u\\uNL\\u\\u\\u_","urn_",",_","age_","=_","aff4","_","._","ALL","\\u","TIMES","_",",_","token_","=_","self_","._","token_",",_","ignore","\\u","cache_","=_","True_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","stat","\\u","entries_","=_","list_","(_","stat","\\u","obj_","._","Get","Value","s","For","Attribute_","(_","stat","\\u","obj_","._","Schema_","._","STATS","_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Equal_","(_","len_","(_","stat","\\u","entries_",")_",",_","3_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","True_","(_","max","\\u","age_","in_","[_","e_","._","RSS","\\u","size_","for_","e_","in_","stat","\\u","entries_","]_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","with_","test\\u","lib_","._","Fake","Time_","(_","2.5_","*_","max","\\u","age_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","for_","\\u_","in_","test\\u","lib_","._","Test","Flow","Helper_","(_","\\u\\u\\uNL\\u\\u\\u_","\"","Purg","e","Client","Stat","s","\"_",",_","None_",",_","client","\\u","id_","=_","self_","._","client","\\u","id_",",_","token_","=_","self_","._","token_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","pass_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","stat","\\u","obj_","=_","aff4","_","._","FACTORY","_","._","Open_","(_","\\u\\u\\uNL\\u\\u\\u_","urn_",",_","age_","=_","aff4","_","._","ALL","\\u","TIMES","_",",_","token_","=_","self_","._","token_",",_","ignore","\\u","cache_","=_","True_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","stat","\\u","entries_","=_","list_","(_","stat","\\u","obj_","._","Get","Value","s","For","Attribute_","(_","stat","\\u","obj_","._","Schema_","._","STATS","_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Equal_","(_","len_","(_","stat","\\u","entries_",")_",",_","1_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","True_","(_","max","\\u","age_","not_","in_","[_","e_","._","RSS","\\u","size_","for_","e_","in_","stat","\\u","entries_","]_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_"],"string":"[\n \"[CLS]_\",\n \"Imp\",\n \"reci\",\n \"se_\",\n \"assert_\",\n \"[SEP]_\",\n \"class_\",\n \"System\",\n \"Cro\",\n \"n\",\n \"Flow\",\n \"Test_\",\n \"(_\",\n \"test\\\\u\",\n \"lib_\",\n \"._\",\n \"Flow\",\n \"Test\",\n \"s\",\n \"Base\",\n \"class_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"test\",\n \"Purg\",\n \"e\",\n \"Client\",\n \"Stats_\",\n \"(_\",\n \"self_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"max\",\n \"\\\\u\",\n \"age_\",\n \"=_\",\n \"system_\",\n \"._\",\n \"Purg\",\n \"e\",\n \"Client\",\n \"Stats_\",\n \"._\",\n \"MAX\",\n \"\\\\u\",\n \"AGE_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"for_\",\n \"t_\",\n \"in_\",\n \"[_\",\n \"1_\",\n \"*_\",\n \"max\",\n \"\\\\u\",\n \"age_\",\n \",_\",\n \"1.5_\",\n \"*_\",\n \"max\",\n \"\\\\u\",\n \"age_\",\n \",_\",\n \"2_\",\n \"*_\",\n \"max\",\n \"\\\\u\",\n \"age_\",\n \"]_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"with_\",\n \"test\\\\u\",\n \"lib_\",\n \"._\",\n \"Fake\",\n \"Time_\",\n \"(_\",\n \"t_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"urn_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"client\",\n \"\\\\u\",\n \"id_\",\n \"._\",\n \"Add_\",\n \"(_\",\n \"\\\"\",\n \"stats\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"stats\",\n \"\\\\u\",\n \"fd_\",\n \"=_\",\n \"aff4\",\n \"_\",\n \"._\",\n \"FACTORY\",\n \"_\",\n \"._\",\n \"Create_\",\n \"(_\",\n \"urn_\",\n \",_\",\n \"\\\"\",\n \"Client\",\n \"Stat\",\n \"s\",\n \"\\\"_\",\n \",_\",\n \"token_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"token_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"mode_\",\n \"=_\",\n \"\\\"\",\n \"rw\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"st_\",\n \"=_\",\n \"client\",\n \"\\\\u\",\n \"rdf\",\n \"_\",\n \"._\",\n \"Client\",\n \"Stats_\",\n \"(_\",\n \"RSS\",\n \"\\\\u\",\n \"size_\",\n \"=_\",\n \"int_\",\n \"(_\",\n \"t_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"stats\",\n \"\\\\u\",\n \"fd_\",\n \"._\",\n \"Add\",\n \"Attribute_\",\n \"(_\",\n \"stats\",\n \"\\\\u\",\n \"fd_\",\n \"._\",\n \"Schema_\",\n \"._\",\n \"STATS\",\n \"_\",\n \"(_\",\n \"st_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"stats\",\n \"\\\\u\",\n \"fd_\",\n \"._\",\n \"Close_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"stat\",\n \"\\\\u\",\n \"obj_\",\n \"=_\",\n \"aff4\",\n \"_\",\n \"._\",\n \"FACTORY\",\n \"_\",\n \"._\",\n \"Open_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"urn_\",\n \",_\",\n \"age_\",\n \"=_\",\n \"aff4\",\n \"_\",\n \"._\",\n \"ALL\",\n \"\\\\u\",\n \"TIMES\",\n \"_\",\n \",_\",\n \"token_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"token_\",\n \",_\",\n \"ignore\",\n \"\\\\u\",\n \"cache_\",\n \"=_\",\n \"True_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"stat\",\n \"\\\\u\",\n \"entries_\",\n \"=_\",\n \"list_\",\n \"(_\",\n \"stat\",\n \"\\\\u\",\n \"obj_\",\n \"._\",\n \"Get\",\n \"Value\",\n \"s\",\n \"For\",\n \"Attribute_\",\n \"(_\",\n \"stat\",\n \"\\\\u\",\n \"obj_\",\n \"._\",\n \"Schema_\",\n \"._\",\n \"STATS\",\n \"_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Equal_\",\n \"(_\",\n \"len_\",\n \"(_\",\n \"stat\",\n \"\\\\u\",\n \"entries_\",\n \")_\",\n \",_\",\n \"3_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"max\",\n \"\\\\u\",\n \"age_\",\n \"in_\",\n \"[_\",\n \"e_\",\n \"._\",\n \"RSS\",\n \"\\\\u\",\n \"size_\",\n \"for_\",\n \"e_\",\n \"in_\",\n \"stat\",\n \"\\\\u\",\n \"entries_\",\n \"]_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"with_\",\n \"test\\\\u\",\n \"lib_\",\n \"._\",\n \"Fake\",\n \"Time_\",\n \"(_\",\n \"2.5_\",\n \"*_\",\n \"max\",\n \"\\\\u\",\n \"age_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"for_\",\n \"\\\\u_\",\n \"in_\",\n \"test\\\\u\",\n \"lib_\",\n \"._\",\n \"Test\",\n \"Flow\",\n \"Helper_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\"\",\n \"Purg\",\n \"e\",\n \"Client\",\n \"Stat\",\n \"s\",\n \"\\\"_\",\n \",_\",\n \"None_\",\n \",_\",\n \"client\",\n \"\\\\u\",\n \"id_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"client\",\n \"\\\\u\",\n \"id_\",\n \",_\",\n \"token_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"token_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"pass_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"stat\",\n \"\\\\u\",\n \"obj_\",\n \"=_\",\n \"aff4\",\n \"_\",\n \"._\",\n \"FACTORY\",\n \"_\",\n \"._\",\n \"Open_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"urn_\",\n \",_\",\n \"age_\",\n \"=_\",\n \"aff4\",\n \"_\",\n \"._\",\n \"ALL\",\n \"\\\\u\",\n \"TIMES\",\n \"_\",\n \",_\",\n \"token_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"token_\",\n \",_\",\n \"ignore\",\n \"\\\\u\",\n \"cache_\",\n \"=_\",\n \"True_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"stat\",\n \"\\\\u\",\n \"entries_\",\n \"=_\",\n \"list_\",\n \"(_\",\n \"stat\",\n \"\\\\u\",\n \"obj_\",\n \"._\",\n \"Get\",\n \"Value\",\n \"s\",\n \"For\",\n \"Attribute_\",\n \"(_\",\n \"stat\",\n \"\\\\u\",\n \"obj_\",\n \"._\",\n \"Schema_\",\n \"._\",\n \"STATS\",\n \"_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Equal_\",\n \"(_\",\n \"len_\",\n \"(_\",\n \"stat\",\n \"\\\\u\",\n \"entries_\",\n \")_\",\n \",_\",\n \"1_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"max\",\n \"\\\\u\",\n \"age_\",\n \"not_\",\n \"in_\",\n \"[_\",\n \"e_\",\n \"._\",\n \"RSS\",\n \"\\\\u\",\n \"size_\",\n \"for_\",\n \"e_\",\n \"in_\",\n \"stat\",\n \"\\\\u\",\n \"entries_\",\n \"]_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\"\n]","isConversational":false},"label_sequence":{"kind":"list like","value":[4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2],"string":"[\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2\n]","isConversational":false}}},{"rowIdx":196,"cells":{"query_name":{"kind":"string","value":"Unused import"},"code_file_path":{"kind":"string","value":"UDST/urbansim/setup.py"},"context_blocks":{"kind":"list like","value":[{"content":"# Install setuptools if not installed.\ntry:\n import setuptools\nexcept ImportError:\n from ez_setup import use_setuptools\n use_setuptools()\n\nfrom setuptools import setup, find_packages\n\n\n# read README as the long description\nwith open('README.rst', 'r') as f:\n long_description = f.read()\n\nsetup(\n name='urbansim',\n version='3.1dev',\n description='Tool for modeling metropolitan real estate markets',\n long_description=long_description,\n author='UrbanSim Inc.',\n author_email='info@urbansim.com',\n license='BSD',\n url='https://github.com/udst/urbansim',\n classifiers=[\n 'Development Status :: 4 - Beta',\n 'Programming Language :: Python :: 2.7',\n 'License :: OSI Approved :: BSD License'\n ],\n package_data={\n '': ['*.html'],\n },\n packages=find_packages(exclude=['*.tests']),\n install_requires=[\n 'bottle>=0.12',\n 'matplotlib>=1.3.1',\n 'numpy>=1.8.0',\n 'orca>=1.1',\n 'pandas>=0.13.1',\n 'patsy>=0.2.1',\n 'prettytable>=0.7.2',\n 'pyyaml>=3.10',\n 'scipy>=0.13.3',\n 'simplejson>=3.3',\n 'statsmodels>=0.5.0',\n 'tables>=3.1.0',\n 'toolz>=0.7.0',\n 'zbox>=1.2'\n ],\n extras_require={\n 'pandana': ['pandana>=0.1']\n }\n)\n","metadata":"root","header":"['module', '___EOS___']","index":0}],"string":"[\n {\n \"content\": \"# Install setuptools if not installed.\\ntry:\\n import setuptools\\nexcept ImportError:\\n from ez_setup import use_setuptools\\n use_setuptools()\\n\\nfrom setuptools import setup, find_packages\\n\\n\\n# read README as the long description\\nwith open('README.rst', 'r') as f:\\n long_description = f.read()\\n\\nsetup(\\n name='urbansim',\\n version='3.1dev',\\n description='Tool for modeling metropolitan real estate markets',\\n long_description=long_description,\\n author='UrbanSim Inc.',\\n author_email='info@urbansim.com',\\n license='BSD',\\n url='https://github.com/udst/urbansim',\\n classifiers=[\\n 'Development Status :: 4 - Beta',\\n 'Programming Language :: Python :: 2.7',\\n 'License :: OSI Approved :: BSD License'\\n ],\\n package_data={\\n '': ['*.html'],\\n },\\n packages=find_packages(exclude=['*.tests']),\\n install_requires=[\\n 'bottle>=0.12',\\n 'matplotlib>=1.3.1',\\n 'numpy>=1.8.0',\\n 'orca>=1.1',\\n 'pandas>=0.13.1',\\n 'patsy>=0.2.1',\\n 'prettytable>=0.7.2',\\n 'pyyaml>=3.10',\\n 'scipy>=0.13.3',\\n 'simplejson>=3.3',\\n 'statsmodels>=0.5.0',\\n 'tables>=3.1.0',\\n 'toolz>=0.7.0',\\n 'zbox>=1.2'\\n ],\\n extras_require={\\n 'pandana': ['pandana>=0.1']\\n }\\n)\\n\",\n \"metadata\": \"root\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 0\n }\n]","isConversational":false},"answer_spans":{"kind":"list like","value":[{"span":"import setuptools","start_line":2,"start_column":4,"end_line":2,"end_column":21}],"string":"[\n {\n \"span\": \"import setuptools\",\n \"start_line\": 2,\n \"start_column\": 4,\n \"end_line\": 2,\n \"end_column\": 21\n }\n]","isConversational":false},"supporting_fact_spans":{"kind":"list like","value":[],"string":"[]","isConversational":false},"example_type":{"kind":"number","value":1,"string":"1"},"single_hop":{"kind":"bool","value":false,"string":"false"},"subtokenized_input_sequence":{"kind":"list like","value":["[CLS]_","Un","used_","import_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","#"," ","Install"," ","setup","tool","s"," ","if"," ","not"," ","install","ed","._","\\u\\u\\uNL\\u\\u\\u_","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","import_","setuptools_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","except_","Import","Error_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","from_","ez","\\u","setup_","import_","use","\\u","setuptools_","\\u\\u\\uNEWLINE\\u\\u\\u_","use","\\u","setuptools_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","from_","setuptools_","import_","setup_",",_","find","\\u","packages_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","read"," ","READ","ME"," ","as"," ","the"," ","long"," ","description_","\\u\\u\\uNL\\u\\u\\u_","with_","open_","(_","'","READ","ME",".","rst","'_",",_","'","r","'_",")_","as_","f_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","long","\\u","description_","=_","f_","._","read_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","setup_","(_","\\u\\u\\uNL\\u\\u\\u_","name_","=_","'","urban","sim","'_",",_","\\u\\u\\uNL\\u\\u\\u_","version_","=_","'","3.1","dev","'_",",_","\\u\\u\\uNL\\u\\u\\u_","description_","=_","'","Tool"," ","for"," ","modeling"," ","metro","poli","tan"," ","real"," ","esta","te"," ","markets","'_",",_","\\u\\u\\uNL\\u\\u\\u_","long","\\u","description_","=_","long","\\u","description_",",_","\\u\\u\\uNL\\u\\u\\u_","author_","=_","'","Ur","ban","Sim"," ","Inc",".'_",",_","\\u\\u\\uNL\\u\\u\\u_","author","\\u","email_","=_","'","info","@","urban","sim",".","com","'_",",_","\\u\\u\\uNL\\u\\u\\u_","license_","=_","'","BS","D","'_",",_","\\u\\u\\uNL\\u\\u\\u_","url_","=_","'","https","://","git","hub",".","com","/","ud","st","/","urban","sim","'_",",_","\\u\\u\\uNL\\u\\u\\u_","classifiers_","=_","[_","\\u\\u\\uNL\\u\\u\\u_","'","Dev","elo","pme","nt"," ","Status"," ","::"," ","4"," ","-"," ","Beta","'_",",_","\\u\\u\\uNL\\u\\u\\u_","'","Programm","ing"," ","Lang","ua","ge"," ","::"," ","Pyth","on"," ","::"," ","2.7","'_",",_","\\u\\u\\uNL\\u\\u\\u_","'","License"," ","::"," ","OSI"," ","Appro","ved"," ","::"," ","BS","D"," ","License","'_","\\u\\u\\uNL\\u\\u\\u_","]_",",_","\\u\\u\\uNL\\u\\u\\u_","package","\\u","data_","=_","{_","\\u\\u\\uNL\\u\\u\\u_","''_",":_","[_","'*",".","html","'_","]_",",_","\\u\\u\\uNL\\u\\u\\u_","}_",",_","\\u\\u\\uNL\\u\\u\\u_","packages_","=_","find","\\u","packages_","(_","exclude_","=_","[_","'*",".","tests","'_","]_",")_",",_","\\u\\u\\uNL\\u\\u\\u_","install","\\u","requires_","=_","[_","\\u\\u\\uNL\\u\\u\\u_","'","bottle",">=","0.12","'_",",_","\\u\\u\\uNL\\u\\u\\u_","'","mat","plotlib",">=","1.3",".1","'_",",_","\\u\\u\\uNL\\u\\u\\u_","'","nump","y",">=","1.8",".0","'_",",_","\\u\\u\\uNL\\u\\u\\u_","'","orca",">=","1.1","'_",",_","\\u\\u\\uNL\\u\\u\\u_","'","panda","s",">=","0.13",".1","'_",",_","\\u\\u\\uNL\\u\\u\\u_","'","pat","sy",">=","0.","2.1","'_",",_","\\u\\u\\uNL\\u\\u\\u_","'","pretty","table",">=","0.","7.2","'_",",_","\\u\\u\\uNL\\u\\u\\u_","'","py","yaml",">=","3.1","0","'_",",_","\\u\\u\\uNL\\u\\u\\u_","'","sci","py",">=","0.13",".3","'_",",_","\\u\\u\\uNL\\u\\u\\u_","'","simple","json",">=","3.3","'_",",_","\\u\\u\\uNL\\u\\u\\u_","'","stats","model","s",">=","0.","5.0","'_",",_","\\u\\u\\uNL\\u\\u\\u_","'","tables",">=","3.1",".0","'_",",_","\\u\\u\\uNL\\u\\u\\u_","'","tool","z",">=","0.","7.0","'_",",_","\\u\\u\\uNL\\u\\u\\u_","'","zb","ox",">=","1.2","'_","\\u\\u\\uNL\\u\\u\\u_","]_",",_","\\u\\u\\uNL\\u\\u\\u_","extra","s","\\u","require_","=_","{_","\\u\\u\\uNL\\u\\u\\u_","'","panda","na","'_",":_","[_","'","panda","na",">=","0.","1","'_","]_","\\u\\u\\uNL\\u\\u\\u_","}_","\\u\\u\\uNL\\u\\u\\u_",")_"],"string":"[\n \"[CLS]_\",\n \"Un\",\n \"used_\",\n \"import_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"Install\",\n \" \",\n \"setup\",\n \"tool\",\n \"s\",\n \" \",\n \"if\",\n \" \",\n \"not\",\n \" \",\n \"install\",\n \"ed\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"import_\",\n \"setuptools_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"except_\",\n \"Import\",\n \"Error_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"from_\",\n \"ez\",\n \"\\\\u\",\n \"setup_\",\n \"import_\",\n \"use\",\n \"\\\\u\",\n \"setuptools_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"use\",\n \"\\\\u\",\n \"setuptools_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"from_\",\n \"setuptools_\",\n \"import_\",\n \"setup_\",\n \",_\",\n \"find\",\n \"\\\\u\",\n \"packages_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"read\",\n \" \",\n \"READ\",\n \"ME\",\n \" \",\n \"as\",\n \" \",\n \"the\",\n \" \",\n \"long\",\n \" \",\n \"description_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"with_\",\n \"open_\",\n \"(_\",\n \"'\",\n \"READ\",\n \"ME\",\n \".\",\n \"rst\",\n \"'_\",\n \",_\",\n \"'\",\n \"r\",\n \"'_\",\n \")_\",\n \"as_\",\n \"f_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"long\",\n \"\\\\u\",\n \"description_\",\n \"=_\",\n \"f_\",\n \"._\",\n \"read_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"setup_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"name_\",\n \"=_\",\n \"'\",\n \"urban\",\n \"sim\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"version_\",\n \"=_\",\n \"'\",\n \"3.1\",\n \"dev\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"description_\",\n \"=_\",\n \"'\",\n \"Tool\",\n \" \",\n \"for\",\n \" \",\n \"modeling\",\n \" \",\n \"metro\",\n \"poli\",\n \"tan\",\n \" \",\n \"real\",\n \" \",\n \"esta\",\n \"te\",\n \" \",\n \"markets\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"long\",\n \"\\\\u\",\n \"description_\",\n \"=_\",\n \"long\",\n \"\\\\u\",\n \"description_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"author_\",\n \"=_\",\n \"'\",\n \"Ur\",\n \"ban\",\n \"Sim\",\n \" \",\n \"Inc\",\n \".'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"author\",\n \"\\\\u\",\n \"email_\",\n \"=_\",\n \"'\",\n \"info\",\n \"@\",\n \"urban\",\n \"sim\",\n \".\",\n \"com\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"license_\",\n \"=_\",\n \"'\",\n \"BS\",\n \"D\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"url_\",\n \"=_\",\n \"'\",\n \"https\",\n \"://\",\n \"git\",\n \"hub\",\n \".\",\n \"com\",\n \"/\",\n \"ud\",\n \"st\",\n \"/\",\n \"urban\",\n \"sim\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"classifiers_\",\n \"=_\",\n \"[_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"'\",\n \"Dev\",\n \"elo\",\n \"pme\",\n \"nt\",\n \" \",\n \"Status\",\n \" \",\n \"::\",\n \" \",\n \"4\",\n \" \",\n \"-\",\n \" \",\n \"Beta\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"'\",\n \"Programm\",\n \"ing\",\n \" \",\n \"Lang\",\n \"ua\",\n \"ge\",\n \" \",\n \"::\",\n \" \",\n \"Pyth\",\n \"on\",\n \" \",\n \"::\",\n \" \",\n \"2.7\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"'\",\n \"License\",\n \" \",\n \"::\",\n \" \",\n \"OSI\",\n \" \",\n \"Appro\",\n \"ved\",\n \" \",\n \"::\",\n \" \",\n \"BS\",\n \"D\",\n \" \",\n \"License\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"]_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"package\",\n \"\\\\u\",\n \"data_\",\n \"=_\",\n \"{_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"''_\",\n \":_\",\n \"[_\",\n \"'*\",\n \".\",\n \"html\",\n \"'_\",\n \"]_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"}_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"packages_\",\n \"=_\",\n \"find\",\n \"\\\\u\",\n \"packages_\",\n \"(_\",\n \"exclude_\",\n \"=_\",\n \"[_\",\n \"'*\",\n \".\",\n \"tests\",\n \"'_\",\n \"]_\",\n \")_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"install\",\n \"\\\\u\",\n \"requires_\",\n \"=_\",\n \"[_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"'\",\n \"bottle\",\n \">=\",\n \"0.12\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"'\",\n \"mat\",\n \"plotlib\",\n \">=\",\n \"1.3\",\n \".1\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"'\",\n \"nump\",\n \"y\",\n \">=\",\n \"1.8\",\n \".0\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"'\",\n \"orca\",\n \">=\",\n \"1.1\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"'\",\n \"panda\",\n \"s\",\n \">=\",\n \"0.13\",\n \".1\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"'\",\n \"pat\",\n \"sy\",\n \">=\",\n \"0.\",\n \"2.1\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"'\",\n \"pretty\",\n \"table\",\n \">=\",\n \"0.\",\n \"7.2\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"'\",\n \"py\",\n \"yaml\",\n \">=\",\n \"3.1\",\n \"0\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"'\",\n \"sci\",\n \"py\",\n \">=\",\n \"0.13\",\n \".3\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"'\",\n \"simple\",\n \"json\",\n \">=\",\n \"3.3\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"'\",\n \"stats\",\n \"model\",\n \"s\",\n \">=\",\n \"0.\",\n \"5.0\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"'\",\n \"tables\",\n \">=\",\n \"3.1\",\n \".0\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"'\",\n \"tool\",\n \"z\",\n \">=\",\n \"0.\",\n \"7.0\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"'\",\n \"zb\",\n \"ox\",\n \">=\",\n \"1.2\",\n \"'_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"]_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"extra\",\n \"s\",\n \"\\\\u\",\n \"require_\",\n \"=_\",\n \"{_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"'\",\n \"panda\",\n \"na\",\n \"'_\",\n \":_\",\n \"[_\",\n \"'\",\n \"panda\",\n \"na\",\n \">=\",\n \"0.\",\n \"1\",\n \"'_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"}_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \")_\"\n]","isConversational":false},"label_sequence":{"kind":"list like","value":[4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],"string":"[\n 4,\n 4,\n 4,\n 4,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2\n]","isConversational":false}}},{"rowIdx":197,"cells":{"query_name":{"kind":"string","value":"Testing equality to None"},"code_file_path":{"kind":"string","value":"rwl/muntjac/muntjac/ui/qtui2mj.py"},"context_blocks":{"kind":"list like","value":[{"content":" def __init__(self,parent,widget,mainUI=None,main=False):\n #when the initial widget is passed in main eq true so that A main object can be generated\n if mainUI==None:\n self.mainUI=MuntJacWindow()\n #when child widgets are created the original object reference is passed in.\n else:\n self.mainUI=mainUI\n \n self.main = main\n self.parent = parent # parent\n self.widget = widget # current widget\n self.cls = widget['class'] # for some reason class is a reserved word in python ( :) )\n self.mainwidget = None\n self.isLayout = False\n \n if self.main==False:\n if self.parent.wHandleSize==False:\n self.wHandleSize=False\n else:\n self.wHandleSize=True\n else:\n self.wHandleSize=False\n \n found, geometry = self.getProperty(\"geometry\")\n if found:\n self.geometry=geometry\n else:\n self.geometry=None\n \n self.makeWidget()\n self.makeChildren()","metadata":"root.aWidget.__init__","header":"['class', 'aWidget', '(', 'object', ')', ':', '___EOS___']","index":125},{"content":" def makeWidget(self):\n if not self.main:\n #TODO: handle the enabled disabled and readonly properties of all widgets\n \n if self.widget['class']==\"QWidget\":\n #the qwidget is like an Absolutelayout unless it has a layout defined inside of it\n if self.widget.layout!=None:\n if self.widget.layout[\"class\"]==\"QVBoxLayout\":\n self.mainUI.__dict__[self.widget.layout.name]=VerticalLayout()\n self.thiswidget = self.mainUI.__dict__[self.widget.layout.name]\n self.wHandleSize=False\n self.isLayout=True\n elif self.widget.layout[\"class\"]==\"QHBoxLayout\":\n self.mainUI.__dict__[self.widget.layout.name]=HorizontalLayout()\n self.thiswidget = self.mainUI.__dict__[self.widget.layout.name]\n self.wHandleSize=False\n self.isLayout=True\n \n elif self.widget.layout==None:\n self.mainUI.__dict__[self.widget.name]=AbsoluteLayout()\n self.thiswidget = self.mainUI.__dict__[self.widget.name]\n self.wHandleSize=True\n #if the parent of this qwidget is the mainwindow then use the geometry from the mainwindow for it\n if self.parent.widget['class']==\"QMainWindow\":\n self.parent.mainwidget = self.thiswidget\n self.mainUI.width = self.parent.geometry.rect.width\n self.mainUI.height = self.parent.geometry.rect.height\n \n elif self.widget['class']==\"QStackedWidget\":\n #there is not a stacked widget in munjac. So in mjextras i made one by removing the \n #tab headers from a tabsheet\n self.mainUI.__dict__[self.widget.name]=StackedSheet()\n self.thiswidget = self.mainUI.__dict__[self.widget.name]\n \n elif self.widget['class']==\"QGroupBox\":\n #for muntjac since there is no groupbox I am adding an AbsoluteLayout to a Panel\n title=str(self.getTitle())\n self.mainUI.__dict__[self.widget.name+'Panel']=Panel(title)\n self.thiswidget = self.mainUI.__dict__[self.widget.name+'Panel']\n self.mainUI.__dict__[self.widget.name]=AbsoluteLayout()\n self.thiswidget.setContent(self.mainUI.__dict__[self.widget.name])\n \n elif self.widget['class']==\"QLabel\":\n #QLabel makes a Label() they are alike\n text=str(self.getText())\n self.mainUI.__dict__[self.widget.name]=Label(text)\n self.thiswidget = self.mainUI.__dict__[self.widget.name]\n\n elif self.widget['class']==\"QLineEdit\":\n #conversion about the same only you cannot use the height or textfield gets \n #automatically converted to a TextArea by muntjac\n text=str(self.getText())\n self.mainUI.__dict__[self.widget.name]=TextField(\"\")\n self.thiswidget = self.mainUI.__dict__[self.widget.name]\n self.thiswidget.setValue(text)\n\n elif self.widget['class']==\"QPushButton\":\n #QPushButton converts to Button very well. In some of the widgetsets height doesnt translate well ie runo\n text=str(self.getText())\n self.mainUI.__dict__[self.widget.name]=Button(text)\n self.thiswidget = self.mainUI.__dict__[self.widget.name]\n\n elif self.widget['class']==\"QTextEdit\":\n #the difference with QTextEdit and TextArea is that textarea is resizeable\n #and as well QTextEdit has richtext in it.\n #TODO: convert richtext over to text for TextArea\n #TODO: figure out if richtextarea is needed\n html=str(self.getHtml())\n self.mainUI.__dict__[self.widget.name]=TextArea()\n self.thiswidget = self.mainUI.__dict__[self.widget.name]\n self.thiswidget.setValue(html)\n\n elif self.widget['class']==\"QTabWidget\":\n #QTabWidget and TabSheet are very similar\n self.mainUI.__dict__[self.widget.name]=TabSheet()\n self.thiswidget = self.mainUI.__dict__[self.widget.name]\n\n elif self.widget['class']==\"QTableView\" or self.widget['class']==\"QTableWidget\":\n #QTableView is more like Table than QTableWidget. But I convert both to Table\n self.mainUI.__dict__[self.widget.name]=Table()\n self.thiswidget = self.mainUI.__dict__[self.widget.name]\n \n elif self.widget['class']==\"QCheckBox\":\n #QCheckBox works pretty much like CheckBox only the state info is different.\n #TODO: set the correct state of the checkbox from the ui file\n self.mainUI.__dict__[self.widget.name]=CheckBox()\n self.thiswidget = self.mainUI.__dict__[self.widget.name]\n\n else:\n #left in print statement for unhandled widgets\n print \"could not handle \",self.widget['class']\n self.wHandleSize=False\n return\n \n if self.wHandleSize:\n self.handleSize()\n \n \n #determine the name and class name of the widget\n \n #handle if it is a layout\n if self.parent.widget['class']==\"QWidget\":\n if self.parent.widget.layout!=None:\n pnname=self.parent.widget.layout.name\n pnclass=self.parent.widget.layout['class']\n else:\n pnname=self.parent.widget.name\n pnclass=self.parent.widget['class']\n if self.widget.layout!=None:\n thname=self.widget.layout.name\n thclass=self.widget.layout['class']\n else:\n thname=self.widget.name\n thclass=self.widget['class']\n \n #handle if it is not a layout\n else:\n pnname=self.parent.widget.name\n pnclass=self.parent.widget['class']\n thname=self.widget.name\n thclass=self.widget['class']\n \n \n #handle adding the components to the parent\n #handle containers\n if pnclass==\"QVBoxLayout\" or \\\n pnclass==\"QHBoxLayout\" or \\\n pnclass==\"QTabWidget\" or \\\n pnclass==\"QStackedWidget\":\n if pnclass!=\"QMainWindow\":\n if self.parent.widget['class']==\"QStackedWidget\" or self.parent.widget['class']==\"QTabWidget\":\n self.parent.thiswidget.addTab(self.thiswidget)\n if thclass==\"QGroupBox\":\n self.thiswidget=self.mainUI.__dict__[thname]\n else:\n self.parent.thiswidget.addComponent(self.thiswidget)\n if thclass==\"QGroupBox\":\n self.thiswidget=self.mainUI.__dict__[thname]\n #handle widgets\n else:\n if pnclass!=\"QMainWindow\" and pnclass!=\"QVBoxLayout\" and pnclass!=\"QHBoxLayout\":\n if self.parent.geometry!=None:\n print \"adding\",thname,\"to\",pnname,\"is a\",pnclass,\"is a\",type(self.parent.thiswidget)\n xpos=\"%.2f\" % (((float(self.geometry.rect.x)+.001)/(float(self.parent.geometry.rect.width)+.001))*100)\n ypos=\"%.2f\" % (((float(self.geometry.rect.y)+.001)/(float(self.parent.geometry.rect.height)+.001))*100)\n self.parent.thiswidget.addComponent(self.thiswidget, \n \"top:\"+str(ypos)+\"%;left:\"+str(xpos)+\"%\")\n else:\n print \"adding\",thname,\"to\",pnname,\"is a\",pnclass,\"is a\",type(self.parent.thiswidget)\n self.parent.thiswidget.addComponent(self.thiswidget,\n \"top:\"+str(self.geometry.rect.y)+\"%;left:\"+str(self.geometry.rect.x)+\"%\")\n if thclass==\"QGroupBox\":\n self.thiswidget=self.mainUI.__dict__[thname]","metadata":"root.aWidget.makeWidget","header":"['class', 'aWidget', '(', 'object', ')', ':', '___EOS___']","index":157},{"content":" def handleSize(self):\n if self.geometry==None:\n self.geometry=self.parent.geometry\n wdth = \"%.2f\" % ((float(self.parent.geometry.rect.width)/float(self.parent.geometry.rect.width))*100)\n hgth = \"%.2f\" % ((float(self.parent.geometry.rect.height)/float(self.parent.geometry.rect.height))*100)\n if self.widget.name==\"gbValidation\":\n print self.widget.name,wdth,hgth\n if self.widget['class']!=\"QPanel\":\n self.thiswidget.setHeight(str(hgth)+\"%\")\n else:\n self.thiswidget.setHeight(str(self.parent.geometry.rect.height)+\"px\")\n self.thiswidget.setWidth(str(wdth)+\"%\")\n else:\n wdth = \"%.2f\" % ((float(self.geometry.rect.width)/(float(self.parent.geometry.rect.width)-float(self.geometry.rect.x)))*100)\n hgth = \"%.2f\" % ((float(self.geometry.rect.height)/(float(self.parent.geometry.rect.height)-float(self.geometry.rect.y)))*100)\n if self.widget.name==\"gbValidation\":\n print self.widget.name,wdth,hgth\n if self.widget['class']!=\"QLineEdit\":\n #if self.widget['class']!=\"QPanel\":\n self.thiswidget.setHeight(str(hgth)+\"%\")\n #else:\n # self.thiswidget.setHeight(str(self.geometry.rect.height)+\"px\")\n self.thiswidget.setWidth(str(wdth)+\"%\")","metadata":"root.aWidget.handleSize","header":"['class', 'aWidget', '(', 'object', ')', ':', '___EOS___']","index":312}],"string":"[\n {\n \"content\": \" def __init__(self,parent,widget,mainUI=None,main=False):\\n #when the initial widget is passed in main eq true so that A main object can be generated\\n if mainUI==None:\\n self.mainUI=MuntJacWindow()\\n #when child widgets are created the original object reference is passed in.\\n else:\\n self.mainUI=mainUI\\n \\n self.main = main\\n self.parent = parent # parent\\n self.widget = widget # current widget\\n self.cls = widget['class'] # for some reason class is a reserved word in python ( :) )\\n self.mainwidget = None\\n self.isLayout = False\\n \\n if self.main==False:\\n if self.parent.wHandleSize==False:\\n self.wHandleSize=False\\n else:\\n self.wHandleSize=True\\n else:\\n self.wHandleSize=False\\n \\n found, geometry = self.getProperty(\\\"geometry\\\")\\n if found:\\n self.geometry=geometry\\n else:\\n self.geometry=None\\n \\n self.makeWidget()\\n self.makeChildren()\",\n \"metadata\": \"root.aWidget.__init__\",\n \"header\": \"['class', 'aWidget', '(', 'object', ')', ':', '___EOS___']\",\n \"index\": 125\n },\n {\n \"content\": \" def makeWidget(self):\\n if not self.main:\\n #TODO: handle the enabled disabled and readonly properties of all widgets\\n \\n if self.widget['class']==\\\"QWidget\\\":\\n #the qwidget is like an Absolutelayout unless it has a layout defined inside of it\\n if self.widget.layout!=None:\\n if self.widget.layout[\\\"class\\\"]==\\\"QVBoxLayout\\\":\\n self.mainUI.__dict__[self.widget.layout.name]=VerticalLayout()\\n self.thiswidget = self.mainUI.__dict__[self.widget.layout.name]\\n self.wHandleSize=False\\n self.isLayout=True\\n elif self.widget.layout[\\\"class\\\"]==\\\"QHBoxLayout\\\":\\n self.mainUI.__dict__[self.widget.layout.name]=HorizontalLayout()\\n self.thiswidget = self.mainUI.__dict__[self.widget.layout.name]\\n self.wHandleSize=False\\n self.isLayout=True\\n \\n elif self.widget.layout==None:\\n self.mainUI.__dict__[self.widget.name]=AbsoluteLayout()\\n self.thiswidget = self.mainUI.__dict__[self.widget.name]\\n self.wHandleSize=True\\n #if the parent of this qwidget is the mainwindow then use the geometry from the mainwindow for it\\n if self.parent.widget['class']==\\\"QMainWindow\\\":\\n self.parent.mainwidget = self.thiswidget\\n self.mainUI.width = self.parent.geometry.rect.width\\n self.mainUI.height = self.parent.geometry.rect.height\\n \\n elif self.widget['class']==\\\"QStackedWidget\\\":\\n #there is not a stacked widget in munjac. So in mjextras i made one by removing the \\n #tab headers from a tabsheet\\n self.mainUI.__dict__[self.widget.name]=StackedSheet()\\n self.thiswidget = self.mainUI.__dict__[self.widget.name]\\n \\n elif self.widget['class']==\\\"QGroupBox\\\":\\n #for muntjac since there is no groupbox I am adding an AbsoluteLayout to a Panel\\n title=str(self.getTitle())\\n self.mainUI.__dict__[self.widget.name+'Panel']=Panel(title)\\n self.thiswidget = self.mainUI.__dict__[self.widget.name+'Panel']\\n self.mainUI.__dict__[self.widget.name]=AbsoluteLayout()\\n self.thiswidget.setContent(self.mainUI.__dict__[self.widget.name])\\n \\n elif self.widget['class']==\\\"QLabel\\\":\\n #QLabel makes a Label() they are alike\\n text=str(self.getText())\\n self.mainUI.__dict__[self.widget.name]=Label(text)\\n self.thiswidget = self.mainUI.__dict__[self.widget.name]\\n\\n elif self.widget['class']==\\\"QLineEdit\\\":\\n #conversion about the same only you cannot use the height or textfield gets \\n #automatically converted to a TextArea by muntjac\\n text=str(self.getText())\\n self.mainUI.__dict__[self.widget.name]=TextField(\\\"\\\")\\n self.thiswidget = self.mainUI.__dict__[self.widget.name]\\n self.thiswidget.setValue(text)\\n\\n elif self.widget['class']==\\\"QPushButton\\\":\\n #QPushButton converts to Button very well. In some of the widgetsets height doesnt translate well ie runo\\n text=str(self.getText())\\n self.mainUI.__dict__[self.widget.name]=Button(text)\\n self.thiswidget = self.mainUI.__dict__[self.widget.name]\\n\\n elif self.widget['class']==\\\"QTextEdit\\\":\\n #the difference with QTextEdit and TextArea is that textarea is resizeable\\n #and as well QTextEdit has richtext in it.\\n #TODO: convert richtext over to text for TextArea\\n #TODO: figure out if richtextarea is needed\\n html=str(self.getHtml())\\n self.mainUI.__dict__[self.widget.name]=TextArea()\\n self.thiswidget = self.mainUI.__dict__[self.widget.name]\\n self.thiswidget.setValue(html)\\n\\n elif self.widget['class']==\\\"QTabWidget\\\":\\n #QTabWidget and TabSheet are very similar\\n self.mainUI.__dict__[self.widget.name]=TabSheet()\\n self.thiswidget = self.mainUI.__dict__[self.widget.name]\\n\\n elif self.widget['class']==\\\"QTableView\\\" or self.widget['class']==\\\"QTableWidget\\\":\\n #QTableView is more like Table than QTableWidget. But I convert both to Table\\n self.mainUI.__dict__[self.widget.name]=Table()\\n self.thiswidget = self.mainUI.__dict__[self.widget.name]\\n \\n elif self.widget['class']==\\\"QCheckBox\\\":\\n #QCheckBox works pretty much like CheckBox only the state info is different.\\n #TODO: set the correct state of the checkbox from the ui file\\n self.mainUI.__dict__[self.widget.name]=CheckBox()\\n self.thiswidget = self.mainUI.__dict__[self.widget.name]\\n\\n else:\\n #left in print statement for unhandled widgets\\n print \\\"could not handle \\\",self.widget['class']\\n self.wHandleSize=False\\n return\\n \\n if self.wHandleSize:\\n self.handleSize()\\n \\n \\n #determine the name and class name of the widget\\n \\n #handle if it is a layout\\n if self.parent.widget['class']==\\\"QWidget\\\":\\n if self.parent.widget.layout!=None:\\n pnname=self.parent.widget.layout.name\\n pnclass=self.parent.widget.layout['class']\\n else:\\n pnname=self.parent.widget.name\\n pnclass=self.parent.widget['class']\\n if self.widget.layout!=None:\\n thname=self.widget.layout.name\\n thclass=self.widget.layout['class']\\n else:\\n thname=self.widget.name\\n thclass=self.widget['class']\\n \\n #handle if it is not a layout\\n else:\\n pnname=self.parent.widget.name\\n pnclass=self.parent.widget['class']\\n thname=self.widget.name\\n thclass=self.widget['class']\\n \\n \\n #handle adding the components to the parent\\n #handle containers\\n if pnclass==\\\"QVBoxLayout\\\" or \\\\\\n pnclass==\\\"QHBoxLayout\\\" or \\\\\\n pnclass==\\\"QTabWidget\\\" or \\\\\\n pnclass==\\\"QStackedWidget\\\":\\n if pnclass!=\\\"QMainWindow\\\":\\n if self.parent.widget['class']==\\\"QStackedWidget\\\" or self.parent.widget['class']==\\\"QTabWidget\\\":\\n self.parent.thiswidget.addTab(self.thiswidget)\\n if thclass==\\\"QGroupBox\\\":\\n self.thiswidget=self.mainUI.__dict__[thname]\\n else:\\n self.parent.thiswidget.addComponent(self.thiswidget)\\n if thclass==\\\"QGroupBox\\\":\\n self.thiswidget=self.mainUI.__dict__[thname]\\n #handle widgets\\n else:\\n if pnclass!=\\\"QMainWindow\\\" and pnclass!=\\\"QVBoxLayout\\\" and pnclass!=\\\"QHBoxLayout\\\":\\n if self.parent.geometry!=None:\\n print \\\"adding\\\",thname,\\\"to\\\",pnname,\\\"is a\\\",pnclass,\\\"is a\\\",type(self.parent.thiswidget)\\n xpos=\\\"%.2f\\\" % (((float(self.geometry.rect.x)+.001)/(float(self.parent.geometry.rect.width)+.001))*100)\\n ypos=\\\"%.2f\\\" % (((float(self.geometry.rect.y)+.001)/(float(self.parent.geometry.rect.height)+.001))*100)\\n self.parent.thiswidget.addComponent(self.thiswidget, \\n \\\"top:\\\"+str(ypos)+\\\"%;left:\\\"+str(xpos)+\\\"%\\\")\\n else:\\n print \\\"adding\\\",thname,\\\"to\\\",pnname,\\\"is a\\\",pnclass,\\\"is a\\\",type(self.parent.thiswidget)\\n self.parent.thiswidget.addComponent(self.thiswidget,\\n \\\"top:\\\"+str(self.geometry.rect.y)+\\\"%;left:\\\"+str(self.geometry.rect.x)+\\\"%\\\")\\n if thclass==\\\"QGroupBox\\\":\\n self.thiswidget=self.mainUI.__dict__[thname]\",\n \"metadata\": \"root.aWidget.makeWidget\",\n \"header\": \"['class', 'aWidget', '(', 'object', ')', ':', '___EOS___']\",\n \"index\": 157\n },\n {\n \"content\": \" def handleSize(self):\\n if self.geometry==None:\\n self.geometry=self.parent.geometry\\n wdth = \\\"%.2f\\\" % ((float(self.parent.geometry.rect.width)/float(self.parent.geometry.rect.width))*100)\\n hgth = \\\"%.2f\\\" % ((float(self.parent.geometry.rect.height)/float(self.parent.geometry.rect.height))*100)\\n if self.widget.name==\\\"gbValidation\\\":\\n print self.widget.name,wdth,hgth\\n if self.widget['class']!=\\\"QPanel\\\":\\n self.thiswidget.setHeight(str(hgth)+\\\"%\\\")\\n else:\\n self.thiswidget.setHeight(str(self.parent.geometry.rect.height)+\\\"px\\\")\\n self.thiswidget.setWidth(str(wdth)+\\\"%\\\")\\n else:\\n wdth = \\\"%.2f\\\" % ((float(self.geometry.rect.width)/(float(self.parent.geometry.rect.width)-float(self.geometry.rect.x)))*100)\\n hgth = \\\"%.2f\\\" % ((float(self.geometry.rect.height)/(float(self.parent.geometry.rect.height)-float(self.geometry.rect.y)))*100)\\n if self.widget.name==\\\"gbValidation\\\":\\n print self.widget.name,wdth,hgth\\n if self.widget['class']!=\\\"QLineEdit\\\":\\n #if self.widget['class']!=\\\"QPanel\\\":\\n self.thiswidget.setHeight(str(hgth)+\\\"%\\\")\\n #else:\\n # self.thiswidget.setHeight(str(self.geometry.rect.height)+\\\"px\\\")\\n self.thiswidget.setWidth(str(wdth)+\\\"%\\\")\",\n \"metadata\": \"root.aWidget.handleSize\",\n \"header\": \"['class', 'aWidget', '(', 'object', ')', ':', '___EOS___']\",\n \"index\": 312\n }\n]","isConversational":false},"answer_spans":{"kind":"list like","value":[{"span":"mainUI==None:","start_line":127,"start_column":11,"end_line":127,"end_column":23},{"span":"self.widget.layout==None:","start_line":175,"start_column":21,"end_line":175,"end_column":45},{"span":"self.geometry==None:","start_line":313,"start_column":11,"end_line":313,"end_column":30}],"string":"[\n {\n \"span\": \"mainUI==None:\",\n \"start_line\": 127,\n \"start_column\": 11,\n \"end_line\": 127,\n \"end_column\": 23\n },\n {\n \"span\": \"self.widget.layout==None:\",\n \"start_line\": 175,\n \"start_column\": 21,\n \"end_line\": 175,\n \"end_column\": 45\n },\n {\n \"span\": \"self.geometry==None:\",\n \"start_line\": 313,\n \"start_column\": 11,\n \"end_line\": 313,\n \"end_column\": 30\n }\n]","isConversational":false},"supporting_fact_spans":{"kind":"list like","value":[],"string":"[]","isConversational":false},"example_type":{"kind":"number","value":1,"string":"1"},"single_hop":{"kind":"bool","value":true,"string":"true"},"subtokenized_input_sequence":{"kind":"list like","value":["[CLS]_","Test","ing_","equality","_","to_","None_","[SEP]_","class_","a","Widget_","(_","object_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","def_","\\u\\u","init\\u\\u_","(_","self_",",_","parent_",",_","widget_",",_","main","UI_","=_","None_",",_","main_","=_","False_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#","whe","n"," ","the"," ","initial"," ","widget"," ","is"," ","pass","ed"," ","in"," ","main"," ","eq"," ","true"," ","so"," ","tha","t"," ","A"," ","main"," ","object"," ","can"," ","be"," ","generated_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","if_","main","UI_","==_","None_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","main","UI_","=_","Mun","t","Ja","c","Window_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","#","whe","n"," ","child"," ","widget","s"," ","are"," ","created"," ","the"," ","original"," ","object"," ","reference"," ","is"," ","pass","ed"," ","in","._","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","main","UI_","=_","main","UI_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","self_","._","main_","=_","main_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","parent_","=_","parent_","#"," ","parent_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","widget_","=_","widget_","#"," ","current"," ","widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","cls_","=_","widget_","[_","'","class","'_","]_","#"," ","for"," ","some"," ","reason"," ","class"," ","is"," ","a"," ","reserve","d"," ","word"," ","in"," ","python"," ","("," ",":)"," ",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","main","widget_","=_","None_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","is","Layout_","=_","False_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","if_","self_","._","main_","==_","False_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","if_","self_","._","parent_","._","w","Handle","Size_","==_","False_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","w","Handle","Size_","=_","False_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","w","Handle","Size_","=_","True_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","w","Handle","Size_","=_","False_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","found_",",_","geometry_","=_","self_","._","get","Property_","(_","\"","geom","etry","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","found_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","geometry_","=_","geometry_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","geometry_","=_","None_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","self_","._","make","Widget_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","make","Children_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","a","Widget_","(_","object_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","make","Widget_","(_","self_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","if_","not_","self_","._","main_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#","TOD","O",":"," ","handle"," ","the"," ","enable","d"," ","disable","d"," ","and"," ","read","only"," ","proper","ties"," ","of"," ","all"," ","widgets_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","if_","self_","._","widget_","[_","'","class","'_","]_","==_","\"","QW","idge","t","\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#","the"," ","qw","idge","t"," ","is"," ","like"," ","an"," ","Abs","olute","layout"," ","unl","ess"," ","it"," ","has"," ","a"," ","layout"," ","defin","ed"," ","insi","de"," ","of"," ","it_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","if_","self_","._","widget_","._","layout_","!=_","None_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," ","_","if_","self_","._","widget_","._","layout_","[_","\"","class","\"_","]_","==_","\"","QV","Box","Lay","out","\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," "," _","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","layout_","._","name_","]_","=_","Vertica","l","Layout_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","this","widget_","=_","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","layout_","._","name_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","w","Handle","Size_","=_","False_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","is","Layout_","=_","True_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","elif_","self_","._","widget_","._","layout_","[_","\"","class","\"_","]_","==_","\"","Q","HB","ox","Lay","out","\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," "," _","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","layout_","._","name_","]_","=_","Horiz","onta","l","Layout_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","this","widget_","=_","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","layout_","._","name_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","w","Handle","Size_","=_","False_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","is","Layout_","=_","True_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","elif_","self_","._","widget_","._","layout_","==_","None_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," ","_","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","name_","]_","=_","Abs","olute","Layout_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","this","widget_","=_","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","name_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","w","Handle","Size_","=_","True_","\\u\\u\\uNEWLINE\\u\\u\\u_","#","if"," ","the"," ","parent"," ","of"," ","this"," ","qw","idge","t"," ","is"," ","the"," ","mainwindow"," ","then"," ","use"," ","the"," ","geom","etry"," ","from"," ","the"," ","mainwindow"," ","for"," ","it_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","self_","._","parent_","._","widget_","[_","'","class","'_","]_","==_","\"","QM","ain","Window","\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," ","_","self_","._","parent_","._","main","widget_","=_","self_","._","this","widget_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","main","UI_","._","width_","=_","self_","._","parent_","._","geometry_","._","rect_","._","width_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","main","UI_","._","height_","=_","self_","._","parent_","._","geometry_","._","rect_","._","height_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","elif_","self_","._","widget_","[_","'","class","'_","]_","==_","\"","QS","tack","ed","Wid","get","\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#","there"," ","is"," ","not"," ","a"," ","stacked"," ","widget"," ","in"," ","mun","jac","."," "," ","So"," ","in"," ","mj","extra","s"," ","i"," ","made"," ","one"," ","by"," ","remo","ving"," ","the"," _","\\u\\u\\uNL\\u\\u\\u_","#","tab"," ","header","s"," ","from"," ","a"," ","tabs","heet_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","name_","]_","=_","Stack","ed","Sheet_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","this","widget_","=_","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","name_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","elif_","self_","._","widget_","[_","'","class","'_","]_","==_","\"","QG","roup","Box","\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#","for"," ","mun","tj","ac"," ","sinc","e"," ","there"," ","is"," ","no"," ","group","box"," ","I"," ","am"," ","addin","g"," ","an"," ","Abs","olute","Lay","out"," ","to"," ","a"," ","Panel_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","title_","=_","str_","(_","self_","._","get","Title_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","name_","+_","'","Pane","l","'_","]_","=_","Panel_","(_","title_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","this","widget_","=_","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","name_","+_","'","Pane","l","'_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","name_","]_","=_","Abs","olute","Layout_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","this","widget_","._","set","Content_","(_","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","name_","]_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","elif_","self_","._","widget_","[_","'","class","'_","]_","==_","\"","QL","abel","\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#","QL","abel"," ","make","s"," ","a"," ","Label","()"," ","the","y"," ","are"," ","ali","ke_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","text_","=_","str_","(_","self_","._","get","Text_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","name_","]_","=_","Label_","(_","text_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","this","widget_","=_","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","name_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","elif_","self_","._","widget_","[_","'","class","'_","]_","==_","\"","QL","ine","Edit","\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#","conve","rsi","on"," ","abo","ut"," ","the"," ","same"," ","only"," ","you"," ","cann","ot"," ","use"," ","the"," ","height"," ","or"," ","textfi","eld"," ","gets"," _","\\u\\u\\uNL\\u\\u\\u_","#","automati","call","y"," ","convert","ed"," ","to"," ","a"," ","Text","Area"," ","by"," ","mun","tj","ac_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","text_","=_","str_","(_","self_","._","get","Text_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","name_","]_","=_","Text","Field_","(_","\"\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","this","widget_","=_","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","name_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","this","widget_","._","set","Value_","(_","text_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","elif_","self_","._","widget_","[_","'","class","'_","]_","==_","\"","QP","ush","Butt","on","\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#","QP","ush","Butt","on"," ","convert","s"," ","to"," ","Butt","on"," ","very"," ","well","."," "," ","In"," ","some"," ","of"," ","the"," ","widget","sets"," ","height"," ","doesnt"," ","translat","e"," ","well"," ","ie"," ","run","o_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","text_","=_","str_","(_","self_","._","get","Text_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","name_","]_","=_","Button_","(_","text_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","this","widget_","=_","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","name_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","elif_","self_","._","widget_","[_","'","class","'_","]_","==_","\"","QT","ext","Edit","\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#","the"," ","difference"," ","with"," ","QT","ext","Edit"," ","and"," ","Text","Area"," ","is"," ","tha","t"," ","text","area"," ","is"," ","resiz","eab","le_","\\u\\u\\uNL\\u\\u\\u_","#","and"," ","as"," ","well"," ","QT","ext","Edit"," ","has"," ","rich","text"," ","in"," ","it","._","\\u\\u\\uNL\\u\\u\\u_","#","TOD","O",":"," ","convert"," ","rich","text"," ","over"," ","to"," ","text"," ","for"," ","Text","Area_","\\u\\u\\uNL\\u\\u\\u_","#","TOD","O",":"," ","figure"," ","out"," ","if"," ","rich","text","area"," ","is"," ","needed_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","html_","=_","str_","(_","self_","._","get","Html_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","name_","]_","=_","Text","Area_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","this","widget_","=_","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","name_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","this","widget_","._","set","Value_","(_","html_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","elif_","self_","._","widget_","[_","'","class","'_","]_","==_","\"","QT","ab","Wid","get","\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#","QT","ab","Wid","get"," ","and"," ","Tab","She","et"," ","are"," ","very"," ","similar_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","name_","]_","=_","Tab","Sheet_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","this","widget_","=_","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","name_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","elif_","self_","._","widget_","[_","'","class","'_","]_","==_","\"","QT","able","View","\"_","or_","self_","._","widget_","[_","'","class","'_","]_","==_","\"","QT","able","Wid","get","\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#","QT","able","View"," ","is"," ","more"," ","like"," ","Table"," ","than"," ","QT","able","Wid","get","."," "," ","Bu","t"," ","I"," ","convert"," ","bot","h"," ","to"," ","Table_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","name_","]_","=_","Table_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","this","widget_","=_","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","name_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","elif_","self_","._","widget_","[_","'","class","'_","]_","==_","\"","QC","heck","Box","\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#","QC","heck","Box"," ","works"," ","pretty"," ","muc","h"," ","like"," ","Check","Box"," ","only"," ","the"," ","state"," ","info"," ","is"," ","different","._","\\u\\u\\uNL\\u\\u\\u_","#","TOD","O",":"," ","set"," ","the"," ","correct"," ","state"," ","of"," ","the"," ","checkb","ox"," ","from"," ","the"," ","ui"," ","file_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","name_","]_","=_","Check","Box_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","this","widget_","=_","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","self_","._","widget_","._","name_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#","left"," ","in"," ","print"," ","statem","ent"," ","for"," ","unhandled"," ","widgets_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","print_","\"","coul","d"," ","not"," ","handle"," ","\"_",",_","self_","._","widget_","[_","'","class","'_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","w","Handle","Size_","=_","False_","\\u\\u\\uNEWLINE\\u\\u\\u_","return_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","self_","._","w","Handle","Size_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","handle","Size_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#","dete","rmin","e"," ","the"," ","name"," ","and"," ","class"," ","name"," ","of"," ","the"," ","widget_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#","handle"," ","if"," ","it"," ","is"," ","a"," ","layout_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","self_","._","parent_","._","widget_","[_","'","class","'_","]_","==_","\"","QW","idge","t","\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","if_","self_","._","parent_","._","widget_","._","layout_","!=_","None_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," ","_","pn","name_","=_","self_","._","parent_","._","widget_","._","layout_","._","name_","\\u\\u\\uNEWLINE\\u\\u\\u_","pn","class_","=_","self_","._","parent_","._","widget_","._","layout_","[_","'","class","'_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," ","_","pn","name_","=_","self_","._","parent_","._","widget_","._","name_","\\u\\u\\uNEWLINE\\u\\u\\u_","pn","class_","=_","self_","._","parent_","._","widget_","[_","'","class","'_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","self_","._","widget_","._","layout_","!=_","None_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," ","_","th","name_","=_","self_","._","widget_","._","layout_","._","name_","\\u\\u\\uNEWLINE\\u\\u\\u_","th","class_","=_","self_","._","widget_","._","layout_","[_","'","class","'_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," ","_","th","name_","=_","self_","._","widget_","._","name_","\\u\\u\\uNEWLINE\\u\\u\\u_","th","class_","=_","self_","._","widget_","[_","'","class","'_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#","handle"," ","if"," ","it"," ","is"," ","not"," ","a"," ","layout_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","pn","name_","=_","self_","._","parent_","._","widget_","._","name_","\\u\\u\\uNEWLINE\\u\\u\\u_","pn","class_","=_","self_","._","parent_","._","widget_","[_","'","class","'_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","th","name_","=_","self_","._","widget_","._","name_","\\u\\u\\uNEWLINE\\u\\u\\u_","th","class_","=_","self_","._","widget_","[_","'","class","'_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#","handle"," ","addin","g"," ","the"," ","component","s"," ","to"," ","the"," ","parent_","\\u\\u\\uNL\\u\\u\\u_","#","handle"," ","containers_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","pn","class_","==_","\"","QV","Box","Lay","out","\"_","or_","pn","class_","==_","\"","Q","HB","ox","Lay","out","\"_","or_","pn","class_","==_","\"","QT","ab","Wid","get","\"_","or_","pn","class_","==_","\"","QS","tack","ed","Wid","get","\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","if_","pn","class_","!=_","\"","QM","ain","Window","\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","if_","self_","._","parent_","._","widget_","[_","'","class","'_","]_","==_","\"","QS","tack","ed","Wid","get","\"_","or_","self_","._","parent_","._","widget_","[_","'","class","'_","]_","==_","\"","QT","ab","Wid","get","\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," "," _","self_","._","parent_","._","this","widget_","._","add","Tab_","(_","self_","._","this","widget_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","th","class_","==_","\"","QG","roup","Box","\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," "," _","self_","._","this","widget_","=_","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","th","name_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," "," _","self_","._","parent_","._","this","widget_","._","add","Component_","(_","self_","._","this","widget_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","th","class_","==_","\"","QG","roup","Box","\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," "," _","self_","._","this","widget_","=_","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","th","name_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","#","handle"," ","widgets_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","if_","pn","class_","!=_","\"","QM","ain","Window","\"_","and_","pn","class_","!=_","\"","QV","Box","Lay","out","\"_","and_","pn","class_","!=_","\"","Q","HB","ox","Lay","out","\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," ","_","if_","self_","._","parent_","._","geometry_","!=_","None_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," "," _","print_","\"","addin","g","\"_",",_","th","name_",",_","\"","to","\"_",",_","pn","name_",",_","\"","is"," ","a","\"_",",_","pn","class_",",_","\"","is"," ","a","\"_",",_","type_","(_","self_","._","parent_","._","this","widget_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","xpos_","=_","\"%",".2","f","\"_","%_","(_","(_","(_","float_","(_","self_","._","geometry_","._","rect_","._","x_",")_","+_",".00","1_",")_","/_","(_","float_","(_","self_","._","parent_","._","geometry_","._","rect_","._","width_",")_","+_",".00","1_",")_",")_","*_","100_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","ypos_","=_","\"%",".2","f","\"_","%_","(_","(_","(_","float_","(_","self_","._","geometry_","._","rect_","._","y_",")_","+_",".00","1_",")_","/_","(_","float_","(_","self_","._","parent_","._","geometry_","._","rect_","._","height_",")_","+_",".00","1_",")_",")_","*_","100_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","parent_","._","this","widget_","._","add","Component_","(_","self_","._","this","widget_",",_","\\u\\u\\uNL\\u\\u\\u_","\"","top",":\"_","+_","str_","(_","ypos_",")_","+_","\"%",";","left",":\"_","+_","str_","(_","xpos_",")_","+_","\"%\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," "," _","print_","\"","addin","g","\"_",",_","th","name_",",_","\"","to","\"_",",_","pn","name_",",_","\"","is"," ","a","\"_",",_","pn","class_",",_","\"","is"," ","a","\"_",",_","type_","(_","self_","._","parent_","._","this","widget_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","parent_","._","this","widget_","._","add","Component_","(_","self_","._","this","widget_",",_","\\u\\u\\uNL\\u\\u\\u_","\"","top",":\"_","+_","str_","(_","self_","._","geometry_","._","rect_","._","y_",")_","+_","\"%",";","left",":\"_","+_","str_","(_","self_","._","geometry_","._","rect_","._","x_",")_","+_","\"%\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","th","class_","==_","\"","QG","roup","Box","\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," "," _","self_","._","this","widget_","=_","self_","._","main","UI_","._","\\u\\u","dict\\u\\u_","[_","th","name_","]_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","a","Widget_","(_","object_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","handle","Size_","(_","self_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","if_","self_","._","geometry_","==_","None_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","geometry_","=_","self_","._","parent_","._","geometry_","\\u\\u\\uNEWLINE\\u\\u\\u_","wd","th_","=_","\"%",".2","f","\"_","%_","(_","(_","float_","(_","self_","._","parent_","._","geometry_","._","rect_","._","width_",")_","/_","float_","(_","self_","._","parent_","._","geometry_","._","rect_","._","width_",")_",")_","*_","100_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","hg","th_","=_","\"%",".2","f","\"_","%_","(_","(_","float_","(_","self_","._","parent_","._","geometry_","._","rect_","._","height_",")_","/_","float_","(_","self_","._","parent_","._","geometry_","._","rect_","._","height_",")_",")_","*_","100_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","self_","._","widget_","._","name_","==_","\"","gb","Validat","ion","\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","print_","self_","._","widget_","._","name_",",_","wd","th_",",_","hg","th_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","self_","._","widget_","[_","'","class","'_","]_","!=_","\"","QP","ane","l","\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","this","widget_","._","set","Height_","(_","str_","(_","hg","th_",")_","+_","\"%\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","this","widget_","._","set","Height_","(_","str_","(_","self_","._","parent_","._","geometry_","._","rect_","._","height_",")_","+_","\"","px","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","self_","._","this","widget_","._","set","Width_","(_","str_","(_","wd","th_",")_","+_","\"%\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","else_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","wd","th_","=_","\"%",".2","f","\"_","%_","(_","(_","float_","(_","self_","._","geometry_","._","rect_","._","width_",")_","/_","(_","float_","(_","self_","._","parent_","._","geometry_","._","rect_","._","width_",")_","-_","float_","(_","self_","._","geometry_","._","rect_","._","x_",")_",")_",")_","*_","100_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","hg","th_","=_","\"%",".2","f","\"_","%_","(_","(_","float_","(_","self_","._","geometry_","._","rect_","._","height_",")_","/_","(_","float_","(_","self_","._","parent_","._","geometry_","._","rect_","._","height_",")_","-_","float_","(_","self_","._","geometry_","._","rect_","._","y_",")_",")_",")_","*_","100_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","if_","self_","._","widget_","._","name_","==_","\"","gb","Validat","ion","\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","print_","self_","._","widget_","._","name_",",_","wd","th_",",_","hg","th_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","if_","self_","._","widget_","[_","'","class","'_","]_","!=_","\"","QL","ine","Edit","\"_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","#","if"," ","self",".","widget","['","class","']","!=","\"","QP","ane","l","\":","_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","this","widget_","._","set","Height_","(_","str_","(_","hg","th_",")_","+_","\"%\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","#","else",":_","\\u\\u\\uNL\\u\\u\\u_","#"," "," "," "," ","self",".","this","widget",".","set","Hei","ght","(","str","(","self",".","geom","etry",".","rect",".","height",")+","\"","px","\")","_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","self_","._","this","widget_","._","set","Width_","(_","str_","(_","wd","th_",")_","+_","\"%\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_"],"string":"[\n \"[CLS]_\",\n \"Test\",\n \"ing_\",\n \"equality\",\n \"_\",\n \"to_\",\n \"None_\",\n \"[SEP]_\",\n \"class_\",\n \"a\",\n \"Widget_\",\n \"(_\",\n \"object_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"def_\",\n \"\\\\u\\\\u\",\n \"init\\\\u\\\\u_\",\n \"(_\",\n \"self_\",\n \",_\",\n \"parent_\",\n \",_\",\n \"widget_\",\n \",_\",\n \"main\",\n \"UI_\",\n \"=_\",\n \"None_\",\n \",_\",\n \"main_\",\n \"=_\",\n \"False_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \"whe\",\n \"n\",\n \" \",\n \"the\",\n \" \",\n \"initial\",\n \" \",\n \"widget\",\n \" \",\n \"is\",\n \" \",\n \"pass\",\n \"ed\",\n \" \",\n \"in\",\n \" \",\n \"main\",\n \" \",\n \"eq\",\n \" \",\n \"true\",\n \" \",\n \"so\",\n \" \",\n \"tha\",\n \"t\",\n \" \",\n \"A\",\n \" \",\n \"main\",\n \" \",\n \"object\",\n \" \",\n \"can\",\n \" \",\n \"be\",\n \" \",\n \"generated_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"if_\",\n \"main\",\n \"UI_\",\n \"==_\",\n \"None_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"=_\",\n \"Mun\",\n \"t\",\n \"Ja\",\n \"c\",\n \"Window_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \"whe\",\n \"n\",\n \" \",\n \"child\",\n \" \",\n \"widget\",\n \"s\",\n \" \",\n \"are\",\n \" \",\n \"created\",\n \" \",\n \"the\",\n \" \",\n \"original\",\n \" \",\n \"object\",\n \" \",\n \"reference\",\n \" \",\n \"is\",\n \" \",\n \"pass\",\n \"ed\",\n \" \",\n \"in\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"=_\",\n \"main\",\n \"UI_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"main_\",\n \"=_\",\n \"main_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"=_\",\n \"parent_\",\n \"#\",\n \" \",\n \"parent_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"=_\",\n \"widget_\",\n \"#\",\n \" \",\n \"current\",\n \" \",\n \"widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"cls_\",\n \"=_\",\n \"widget_\",\n \"[_\",\n \"'\",\n \"class\",\n \"'_\",\n \"]_\",\n \"#\",\n \" \",\n \"for\",\n \" \",\n \"some\",\n \" \",\n \"reason\",\n \" \",\n \"class\",\n \" \",\n \"is\",\n \" \",\n \"a\",\n \" \",\n \"reserve\",\n \"d\",\n \" \",\n \"word\",\n \" \",\n \"in\",\n \" \",\n \"python\",\n \" \",\n \"(\",\n \" \",\n \":)\",\n \" \",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"main\",\n \"widget_\",\n \"=_\",\n \"None_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"is\",\n \"Layout_\",\n \"=_\",\n \"False_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"self_\",\n \"._\",\n \"main_\",\n \"==_\",\n \"False_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"if_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"w\",\n \"Handle\",\n \"Size_\",\n \"==_\",\n \"False_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"w\",\n \"Handle\",\n \"Size_\",\n \"=_\",\n \"False_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"w\",\n \"Handle\",\n \"Size_\",\n \"=_\",\n \"True_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"w\",\n \"Handle\",\n \"Size_\",\n \"=_\",\n \"False_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"found_\",\n \",_\",\n \"geometry_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"get\",\n \"Property_\",\n \"(_\",\n \"\\\"\",\n \"geom\",\n \"etry\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"found_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"geometry_\",\n \"=_\",\n \"geometry_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"geometry_\",\n \"=_\",\n \"None_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"make\",\n \"Widget_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"make\",\n \"Children_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"a\",\n \"Widget_\",\n \"(_\",\n \"object_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"make\",\n \"Widget_\",\n \"(_\",\n \"self_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"if_\",\n \"not_\",\n \"self_\",\n \"._\",\n \"main_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \"TOD\",\n \"O\",\n \":\",\n \" \",\n \"handle\",\n \" \",\n \"the\",\n \" \",\n \"enable\",\n \"d\",\n \" \",\n \"disable\",\n \"d\",\n \" \",\n \"and\",\n \" \",\n \"read\",\n \"only\",\n \" \",\n \"proper\",\n \"ties\",\n \" \",\n \"of\",\n \" \",\n \"all\",\n \" \",\n \"widgets_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"if_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"[_\",\n \"'\",\n \"class\",\n \"'_\",\n \"]_\",\n \"==_\",\n \"\\\"\",\n \"QW\",\n \"idge\",\n \"t\",\n \"\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \"the\",\n \" \",\n \"qw\",\n \"idge\",\n \"t\",\n \" \",\n \"is\",\n \" \",\n \"like\",\n \" \",\n \"an\",\n \" \",\n \"Abs\",\n \"olute\",\n \"layout\",\n \" \",\n \"unl\",\n \"ess\",\n \" \",\n \"it\",\n \" \",\n \"has\",\n \" \",\n \"a\",\n \" \",\n \"layout\",\n \" \",\n \"defin\",\n \"ed\",\n \" \",\n \"insi\",\n \"de\",\n \" \",\n \"of\",\n \" \",\n \"it_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"if_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"layout_\",\n \"!=_\",\n \"None_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" \",\n \"_\",\n \"if_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"layout_\",\n \"[_\",\n \"\\\"\",\n \"class\",\n \"\\\"_\",\n \"]_\",\n \"==_\",\n \"\\\"\",\n \"QV\",\n \"Box\",\n \"Lay\",\n \"out\",\n \"\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" \",\n \" _\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"layout_\",\n \"._\",\n \"name_\",\n \"]_\",\n \"=_\",\n \"Vertica\",\n \"l\",\n \"Layout_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"layout_\",\n \"._\",\n \"name_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"w\",\n \"Handle\",\n \"Size_\",\n \"=_\",\n \"False_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"is\",\n \"Layout_\",\n \"=_\",\n \"True_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"elif_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"layout_\",\n \"[_\",\n \"\\\"\",\n \"class\",\n \"\\\"_\",\n \"]_\",\n \"==_\",\n \"\\\"\",\n \"Q\",\n \"HB\",\n \"ox\",\n \"Lay\",\n \"out\",\n \"\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" \",\n \" _\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"layout_\",\n \"._\",\n \"name_\",\n \"]_\",\n \"=_\",\n \"Horiz\",\n \"onta\",\n \"l\",\n \"Layout_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"layout_\",\n \"._\",\n \"name_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"w\",\n \"Handle\",\n \"Size_\",\n \"=_\",\n \"False_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"is\",\n \"Layout_\",\n \"=_\",\n \"True_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"elif_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"layout_\",\n \"==_\",\n \"None_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" \",\n \"_\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"]_\",\n \"=_\",\n \"Abs\",\n \"olute\",\n \"Layout_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"w\",\n \"Handle\",\n \"Size_\",\n \"=_\",\n \"True_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \"if\",\n \" \",\n \"the\",\n \" \",\n \"parent\",\n \" \",\n \"of\",\n \" \",\n \"this\",\n \" \",\n \"qw\",\n \"idge\",\n \"t\",\n \" \",\n \"is\",\n \" \",\n \"the\",\n \" \",\n \"mainwindow\",\n \" \",\n \"then\",\n \" \",\n \"use\",\n \" \",\n \"the\",\n \" \",\n \"geom\",\n \"etry\",\n \" \",\n \"from\",\n \" \",\n \"the\",\n \" \",\n \"mainwindow\",\n \" \",\n \"for\",\n \" \",\n \"it_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"widget_\",\n \"[_\",\n \"'\",\n \"class\",\n \"'_\",\n \"]_\",\n \"==_\",\n \"\\\"\",\n \"QM\",\n \"ain\",\n \"Window\",\n \"\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" \",\n \"_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"main\",\n \"widget_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"width_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"geometry_\",\n \"._\",\n \"rect_\",\n \"._\",\n \"width_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"height_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"geometry_\",\n \"._\",\n \"rect_\",\n \"._\",\n \"height_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"elif_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"[_\",\n \"'\",\n \"class\",\n \"'_\",\n \"]_\",\n \"==_\",\n \"\\\"\",\n \"QS\",\n \"tack\",\n \"ed\",\n \"Wid\",\n \"get\",\n \"\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \"there\",\n \" \",\n \"is\",\n \" \",\n \"not\",\n \" \",\n \"a\",\n \" \",\n \"stacked\",\n \" \",\n \"widget\",\n \" \",\n \"in\",\n \" \",\n \"mun\",\n \"jac\",\n \".\",\n \" \",\n \" \",\n \"So\",\n \" \",\n \"in\",\n \" \",\n \"mj\",\n \"extra\",\n \"s\",\n \" \",\n \"i\",\n \" \",\n \"made\",\n \" \",\n \"one\",\n \" \",\n \"by\",\n \" \",\n \"remo\",\n \"ving\",\n \" \",\n \"the\",\n \" _\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"tab\",\n \" \",\n \"header\",\n \"s\",\n \" \",\n \"from\",\n \" \",\n \"a\",\n \" \",\n \"tabs\",\n \"heet_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"]_\",\n \"=_\",\n \"Stack\",\n \"ed\",\n \"Sheet_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"elif_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"[_\",\n \"'\",\n \"class\",\n \"'_\",\n \"]_\",\n \"==_\",\n \"\\\"\",\n \"QG\",\n \"roup\",\n \"Box\",\n \"\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \"for\",\n \" \",\n \"mun\",\n \"tj\",\n \"ac\",\n \" \",\n \"sinc\",\n \"e\",\n \" \",\n \"there\",\n \" \",\n \"is\",\n \" \",\n \"no\",\n \" \",\n \"group\",\n \"box\",\n \" \",\n \"I\",\n \" \",\n \"am\",\n \" \",\n \"addin\",\n \"g\",\n \" \",\n \"an\",\n \" \",\n \"Abs\",\n \"olute\",\n \"Lay\",\n \"out\",\n \" \",\n \"to\",\n \" \",\n \"a\",\n \" \",\n \"Panel_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"title_\",\n \"=_\",\n \"str_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"get\",\n \"Title_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"+_\",\n \"'\",\n \"Pane\",\n \"l\",\n \"'_\",\n \"]_\",\n \"=_\",\n \"Panel_\",\n \"(_\",\n \"title_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"+_\",\n \"'\",\n \"Pane\",\n \"l\",\n \"'_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"]_\",\n \"=_\",\n \"Abs\",\n \"olute\",\n \"Layout_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"._\",\n \"set\",\n \"Content_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"]_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"elif_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"[_\",\n \"'\",\n \"class\",\n \"'_\",\n \"]_\",\n \"==_\",\n \"\\\"\",\n \"QL\",\n \"abel\",\n \"\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \"QL\",\n \"abel\",\n \" \",\n \"make\",\n \"s\",\n \" \",\n \"a\",\n \" \",\n \"Label\",\n \"()\",\n \" \",\n \"the\",\n \"y\",\n \" \",\n \"are\",\n \" \",\n \"ali\",\n \"ke_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"text_\",\n \"=_\",\n \"str_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"get\",\n \"Text_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"]_\",\n \"=_\",\n \"Label_\",\n \"(_\",\n \"text_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"elif_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"[_\",\n \"'\",\n \"class\",\n \"'_\",\n \"]_\",\n \"==_\",\n \"\\\"\",\n \"QL\",\n \"ine\",\n \"Edit\",\n \"\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \"conve\",\n \"rsi\",\n \"on\",\n \" \",\n \"abo\",\n \"ut\",\n \" \",\n \"the\",\n \" \",\n \"same\",\n \" \",\n \"only\",\n \" \",\n \"you\",\n \" \",\n \"cann\",\n \"ot\",\n \" \",\n \"use\",\n \" \",\n \"the\",\n \" \",\n \"height\",\n \" \",\n \"or\",\n \" \",\n \"textfi\",\n \"eld\",\n \" \",\n \"gets\",\n \" _\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"automati\",\n \"call\",\n \"y\",\n \" \",\n \"convert\",\n \"ed\",\n \" \",\n \"to\",\n \" \",\n \"a\",\n \" \",\n \"Text\",\n \"Area\",\n \" \",\n \"by\",\n \" \",\n \"mun\",\n \"tj\",\n \"ac_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"text_\",\n \"=_\",\n \"str_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"get\",\n \"Text_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"]_\",\n \"=_\",\n \"Text\",\n \"Field_\",\n \"(_\",\n \"\\\"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"._\",\n \"set\",\n \"Value_\",\n \"(_\",\n \"text_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"elif_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"[_\",\n \"'\",\n \"class\",\n \"'_\",\n \"]_\",\n \"==_\",\n \"\\\"\",\n \"QP\",\n \"ush\",\n \"Butt\",\n \"on\",\n \"\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \"QP\",\n \"ush\",\n \"Butt\",\n \"on\",\n \" \",\n \"convert\",\n \"s\",\n \" \",\n \"to\",\n \" \",\n \"Butt\",\n \"on\",\n \" \",\n \"very\",\n \" \",\n \"well\",\n \".\",\n \" \",\n \" \",\n \"In\",\n \" \",\n \"some\",\n \" \",\n \"of\",\n \" \",\n \"the\",\n \" \",\n \"widget\",\n \"sets\",\n \" \",\n \"height\",\n \" \",\n \"doesnt\",\n \" \",\n \"translat\",\n \"e\",\n \" \",\n \"well\",\n \" \",\n \"ie\",\n \" \",\n \"run\",\n \"o_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"text_\",\n \"=_\",\n \"str_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"get\",\n \"Text_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"]_\",\n \"=_\",\n \"Button_\",\n \"(_\",\n \"text_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"elif_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"[_\",\n \"'\",\n \"class\",\n \"'_\",\n \"]_\",\n \"==_\",\n \"\\\"\",\n \"QT\",\n \"ext\",\n \"Edit\",\n \"\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \"the\",\n \" \",\n \"difference\",\n \" \",\n \"with\",\n \" \",\n \"QT\",\n \"ext\",\n \"Edit\",\n \" \",\n \"and\",\n \" \",\n \"Text\",\n \"Area\",\n \" \",\n \"is\",\n \" \",\n \"tha\",\n \"t\",\n \" \",\n \"text\",\n \"area\",\n \" \",\n \"is\",\n \" \",\n \"resiz\",\n \"eab\",\n \"le_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"and\",\n \" \",\n \"as\",\n \" \",\n \"well\",\n \" \",\n \"QT\",\n \"ext\",\n \"Edit\",\n \" \",\n \"has\",\n \" \",\n \"rich\",\n \"text\",\n \" \",\n \"in\",\n \" \",\n \"it\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"TOD\",\n \"O\",\n \":\",\n \" \",\n \"convert\",\n \" \",\n \"rich\",\n \"text\",\n \" \",\n \"over\",\n \" \",\n \"to\",\n \" \",\n \"text\",\n \" \",\n \"for\",\n \" \",\n \"Text\",\n \"Area_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"TOD\",\n \"O\",\n \":\",\n \" \",\n \"figure\",\n \" \",\n \"out\",\n \" \",\n \"if\",\n \" \",\n \"rich\",\n \"text\",\n \"area\",\n \" \",\n \"is\",\n \" \",\n \"needed_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"html_\",\n \"=_\",\n \"str_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"get\",\n \"Html_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"]_\",\n \"=_\",\n \"Text\",\n \"Area_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"._\",\n \"set\",\n \"Value_\",\n \"(_\",\n \"html_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"elif_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"[_\",\n \"'\",\n \"class\",\n \"'_\",\n \"]_\",\n \"==_\",\n \"\\\"\",\n \"QT\",\n \"ab\",\n \"Wid\",\n \"get\",\n \"\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \"QT\",\n \"ab\",\n \"Wid\",\n \"get\",\n \" \",\n \"and\",\n \" \",\n \"Tab\",\n \"She\",\n \"et\",\n \" \",\n \"are\",\n \" \",\n \"very\",\n \" \",\n \"similar_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"]_\",\n \"=_\",\n \"Tab\",\n \"Sheet_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"elif_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"[_\",\n \"'\",\n \"class\",\n \"'_\",\n \"]_\",\n \"==_\",\n \"\\\"\",\n \"QT\",\n \"able\",\n \"View\",\n \"\\\"_\",\n \"or_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"[_\",\n \"'\",\n \"class\",\n \"'_\",\n \"]_\",\n \"==_\",\n \"\\\"\",\n \"QT\",\n \"able\",\n \"Wid\",\n \"get\",\n \"\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \"QT\",\n \"able\",\n \"View\",\n \" \",\n \"is\",\n \" \",\n \"more\",\n \" \",\n \"like\",\n \" \",\n \"Table\",\n \" \",\n \"than\",\n \" \",\n \"QT\",\n \"able\",\n \"Wid\",\n \"get\",\n \".\",\n \" \",\n \" \",\n \"Bu\",\n \"t\",\n \" \",\n \"I\",\n \" \",\n \"convert\",\n \" \",\n \"bot\",\n \"h\",\n \" \",\n \"to\",\n \" \",\n \"Table_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"]_\",\n \"=_\",\n \"Table_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"elif_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"[_\",\n \"'\",\n \"class\",\n \"'_\",\n \"]_\",\n \"==_\",\n \"\\\"\",\n \"QC\",\n \"heck\",\n \"Box\",\n \"\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \"QC\",\n \"heck\",\n \"Box\",\n \" \",\n \"works\",\n \" \",\n \"pretty\",\n \" \",\n \"muc\",\n \"h\",\n \" \",\n \"like\",\n \" \",\n \"Check\",\n \"Box\",\n \" \",\n \"only\",\n \" \",\n \"the\",\n \" \",\n \"state\",\n \" \",\n \"info\",\n \" \",\n \"is\",\n \" \",\n \"different\",\n \"._\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"TOD\",\n \"O\",\n \":\",\n \" \",\n \"set\",\n \" \",\n \"the\",\n \" \",\n \"correct\",\n \" \",\n \"state\",\n \" \",\n \"of\",\n \" \",\n \"the\",\n \" \",\n \"checkb\",\n \"ox\",\n \" \",\n \"from\",\n \" \",\n \"the\",\n \" \",\n \"ui\",\n \" \",\n \"file_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"]_\",\n \"=_\",\n \"Check\",\n \"Box_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \"left\",\n \" \",\n \"in\",\n \" \",\n \"print\",\n \" \",\n \"statem\",\n \"ent\",\n \" \",\n \"for\",\n \" \",\n \"unhandled\",\n \" \",\n \"widgets_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"print_\",\n \"\\\"\",\n \"coul\",\n \"d\",\n \" \",\n \"not\",\n \" \",\n \"handle\",\n \" \",\n \"\\\"_\",\n \",_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"[_\",\n \"'\",\n \"class\",\n \"'_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"w\",\n \"Handle\",\n \"Size_\",\n \"=_\",\n \"False_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"self_\",\n \"._\",\n \"w\",\n \"Handle\",\n \"Size_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"handle\",\n \"Size_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"dete\",\n \"rmin\",\n \"e\",\n \" \",\n \"the\",\n \" \",\n \"name\",\n \" \",\n \"and\",\n \" \",\n \"class\",\n \" \",\n \"name\",\n \" \",\n \"of\",\n \" \",\n \"the\",\n \" \",\n \"widget_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"handle\",\n \" \",\n \"if\",\n \" \",\n \"it\",\n \" \",\n \"is\",\n \" \",\n \"a\",\n \" \",\n \"layout_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"widget_\",\n \"[_\",\n \"'\",\n \"class\",\n \"'_\",\n \"]_\",\n \"==_\",\n \"\\\"\",\n \"QW\",\n \"idge\",\n \"t\",\n \"\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"if_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"layout_\",\n \"!=_\",\n \"None_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" \",\n \"_\",\n \"pn\",\n \"name_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"layout_\",\n \"._\",\n \"name_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"pn\",\n \"class_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"layout_\",\n \"[_\",\n \"'\",\n \"class\",\n \"'_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" \",\n \"_\",\n \"pn\",\n \"name_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"pn\",\n \"class_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"widget_\",\n \"[_\",\n \"'\",\n \"class\",\n \"'_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"layout_\",\n \"!=_\",\n \"None_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" \",\n \"_\",\n \"th\",\n \"name_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"layout_\",\n \"._\",\n \"name_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"th\",\n \"class_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"layout_\",\n \"[_\",\n \"'\",\n \"class\",\n \"'_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" \",\n \"_\",\n \"th\",\n \"name_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"th\",\n \"class_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"[_\",\n \"'\",\n \"class\",\n \"'_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"handle\",\n \" \",\n \"if\",\n \" \",\n \"it\",\n \" \",\n \"is\",\n \" \",\n \"not\",\n \" \",\n \"a\",\n \" \",\n \"layout_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"pn\",\n \"name_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"pn\",\n \"class_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"widget_\",\n \"[_\",\n \"'\",\n \"class\",\n \"'_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"th\",\n \"name_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"th\",\n \"class_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"[_\",\n \"'\",\n \"class\",\n \"'_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"handle\",\n \" \",\n \"addin\",\n \"g\",\n \" \",\n \"the\",\n \" \",\n \"component\",\n \"s\",\n \" \",\n \"to\",\n \" \",\n \"the\",\n \" \",\n \"parent_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \"handle\",\n \" \",\n \"containers_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"pn\",\n \"class_\",\n \"==_\",\n \"\\\"\",\n \"QV\",\n \"Box\",\n \"Lay\",\n \"out\",\n \"\\\"_\",\n \"or_\",\n \"pn\",\n \"class_\",\n \"==_\",\n \"\\\"\",\n \"Q\",\n \"HB\",\n \"ox\",\n \"Lay\",\n \"out\",\n \"\\\"_\",\n \"or_\",\n \"pn\",\n \"class_\",\n \"==_\",\n \"\\\"\",\n \"QT\",\n \"ab\",\n \"Wid\",\n \"get\",\n \"\\\"_\",\n \"or_\",\n \"pn\",\n \"class_\",\n \"==_\",\n \"\\\"\",\n \"QS\",\n \"tack\",\n \"ed\",\n \"Wid\",\n \"get\",\n \"\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"if_\",\n \"pn\",\n \"class_\",\n \"!=_\",\n \"\\\"\",\n \"QM\",\n \"ain\",\n \"Window\",\n \"\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"if_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"widget_\",\n \"[_\",\n \"'\",\n \"class\",\n \"'_\",\n \"]_\",\n \"==_\",\n \"\\\"\",\n \"QS\",\n \"tack\",\n \"ed\",\n \"Wid\",\n \"get\",\n \"\\\"_\",\n \"or_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"widget_\",\n \"[_\",\n \"'\",\n \"class\",\n \"'_\",\n \"]_\",\n \"==_\",\n \"\\\"\",\n \"QT\",\n \"ab\",\n \"Wid\",\n \"get\",\n \"\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" \",\n \" _\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"._\",\n \"add\",\n \"Tab_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"th\",\n \"class_\",\n \"==_\",\n \"\\\"\",\n \"QG\",\n \"roup\",\n \"Box\",\n \"\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" \",\n \" _\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"th\",\n \"name_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" \",\n \" _\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"._\",\n \"add\",\n \"Component_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"th\",\n \"class_\",\n \"==_\",\n \"\\\"\",\n \"QG\",\n \"roup\",\n \"Box\",\n \"\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" \",\n \" _\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"th\",\n \"name_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \"handle\",\n \" \",\n \"widgets_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"if_\",\n \"pn\",\n \"class_\",\n \"!=_\",\n \"\\\"\",\n \"QM\",\n \"ain\",\n \"Window\",\n \"\\\"_\",\n \"and_\",\n \"pn\",\n \"class_\",\n \"!=_\",\n \"\\\"\",\n \"QV\",\n \"Box\",\n \"Lay\",\n \"out\",\n \"\\\"_\",\n \"and_\",\n \"pn\",\n \"class_\",\n \"!=_\",\n \"\\\"\",\n \"Q\",\n \"HB\",\n \"ox\",\n \"Lay\",\n \"out\",\n \"\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" \",\n \"_\",\n \"if_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"geometry_\",\n \"!=_\",\n \"None_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" \",\n \" _\",\n \"print_\",\n \"\\\"\",\n \"addin\",\n \"g\",\n \"\\\"_\",\n \",_\",\n \"th\",\n \"name_\",\n \",_\",\n \"\\\"\",\n \"to\",\n \"\\\"_\",\n \",_\",\n \"pn\",\n \"name_\",\n \",_\",\n \"\\\"\",\n \"is\",\n \" \",\n \"a\",\n \"\\\"_\",\n \",_\",\n \"pn\",\n \"class_\",\n \",_\",\n \"\\\"\",\n \"is\",\n \" \",\n \"a\",\n \"\\\"_\",\n \",_\",\n \"type_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"this\",\n \"widget_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"xpos_\",\n \"=_\",\n \"\\\"%\",\n \".2\",\n \"f\",\n \"\\\"_\",\n \"%_\",\n \"(_\",\n \"(_\",\n \"(_\",\n \"float_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"geometry_\",\n \"._\",\n \"rect_\",\n \"._\",\n \"x_\",\n \")_\",\n \"+_\",\n \".00\",\n \"1_\",\n \")_\",\n \"/_\",\n \"(_\",\n \"float_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"geometry_\",\n \"._\",\n \"rect_\",\n \"._\",\n \"width_\",\n \")_\",\n \"+_\",\n \".00\",\n \"1_\",\n \")_\",\n \")_\",\n \"*_\",\n \"100_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"ypos_\",\n \"=_\",\n \"\\\"%\",\n \".2\",\n \"f\",\n \"\\\"_\",\n \"%_\",\n \"(_\",\n \"(_\",\n \"(_\",\n \"float_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"geometry_\",\n \"._\",\n \"rect_\",\n \"._\",\n \"y_\",\n \")_\",\n \"+_\",\n \".00\",\n \"1_\",\n \")_\",\n \"/_\",\n \"(_\",\n \"float_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"geometry_\",\n \"._\",\n \"rect_\",\n \"._\",\n \"height_\",\n \")_\",\n \"+_\",\n \".00\",\n \"1_\",\n \")_\",\n \")_\",\n \"*_\",\n \"100_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"._\",\n \"add\",\n \"Component_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\"\",\n \"top\",\n \":\\\"_\",\n \"+_\",\n \"str_\",\n \"(_\",\n \"ypos_\",\n \")_\",\n \"+_\",\n \"\\\"%\",\n \";\",\n \"left\",\n \":\\\"_\",\n \"+_\",\n \"str_\",\n \"(_\",\n \"xpos_\",\n \")_\",\n \"+_\",\n \"\\\"%\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" \",\n \" _\",\n \"print_\",\n \"\\\"\",\n \"addin\",\n \"g\",\n \"\\\"_\",\n \",_\",\n \"th\",\n \"name_\",\n \",_\",\n \"\\\"\",\n \"to\",\n \"\\\"_\",\n \",_\",\n \"pn\",\n \"name_\",\n \",_\",\n \"\\\"\",\n \"is\",\n \" \",\n \"a\",\n \"\\\"_\",\n \",_\",\n \"pn\",\n \"class_\",\n \",_\",\n \"\\\"\",\n \"is\",\n \" \",\n \"a\",\n \"\\\"_\",\n \",_\",\n \"type_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"this\",\n \"widget_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"._\",\n \"add\",\n \"Component_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\"\",\n \"top\",\n \":\\\"_\",\n \"+_\",\n \"str_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"geometry_\",\n \"._\",\n \"rect_\",\n \"._\",\n \"y_\",\n \")_\",\n \"+_\",\n \"\\\"%\",\n \";\",\n \"left\",\n \":\\\"_\",\n \"+_\",\n \"str_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"geometry_\",\n \"._\",\n \"rect_\",\n \"._\",\n \"x_\",\n \")_\",\n \"+_\",\n \"\\\"%\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"th\",\n \"class_\",\n \"==_\",\n \"\\\"\",\n \"QG\",\n \"roup\",\n \"Box\",\n \"\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" \",\n \" _\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"main\",\n \"UI_\",\n \"._\",\n \"\\\\u\\\\u\",\n \"dict\\\\u\\\\u_\",\n \"[_\",\n \"th\",\n \"name_\",\n \"]_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"a\",\n \"Widget_\",\n \"(_\",\n \"object_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"handle\",\n \"Size_\",\n \"(_\",\n \"self_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"if_\",\n \"self_\",\n \"._\",\n \"geometry_\",\n \"==_\",\n \"None_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"geometry_\",\n \"=_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"geometry_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"wd\",\n \"th_\",\n \"=_\",\n \"\\\"%\",\n \".2\",\n \"f\",\n \"\\\"_\",\n \"%_\",\n \"(_\",\n \"(_\",\n \"float_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"geometry_\",\n \"._\",\n \"rect_\",\n \"._\",\n \"width_\",\n \")_\",\n \"/_\",\n \"float_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"geometry_\",\n \"._\",\n \"rect_\",\n \"._\",\n \"width_\",\n \")_\",\n \")_\",\n \"*_\",\n \"100_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"hg\",\n \"th_\",\n \"=_\",\n \"\\\"%\",\n \".2\",\n \"f\",\n \"\\\"_\",\n \"%_\",\n \"(_\",\n \"(_\",\n \"float_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"geometry_\",\n \"._\",\n \"rect_\",\n \"._\",\n \"height_\",\n \")_\",\n \"/_\",\n \"float_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"geometry_\",\n \"._\",\n \"rect_\",\n \"._\",\n \"height_\",\n \")_\",\n \")_\",\n \"*_\",\n \"100_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"==_\",\n \"\\\"\",\n \"gb\",\n \"Validat\",\n \"ion\",\n \"\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"print_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \",_\",\n \"wd\",\n \"th_\",\n \",_\",\n \"hg\",\n \"th_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"[_\",\n \"'\",\n \"class\",\n \"'_\",\n \"]_\",\n \"!=_\",\n \"\\\"\",\n \"QP\",\n \"ane\",\n \"l\",\n \"\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"._\",\n \"set\",\n \"Height_\",\n \"(_\",\n \"str_\",\n \"(_\",\n \"hg\",\n \"th_\",\n \")_\",\n \"+_\",\n \"\\\"%\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"._\",\n \"set\",\n \"Height_\",\n \"(_\",\n \"str_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"geometry_\",\n \"._\",\n \"rect_\",\n \"._\",\n \"height_\",\n \")_\",\n \"+_\",\n \"\\\"\",\n \"px\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"._\",\n \"set\",\n \"Width_\",\n \"(_\",\n \"str_\",\n \"(_\",\n \"wd\",\n \"th_\",\n \")_\",\n \"+_\",\n \"\\\"%\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"else_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"wd\",\n \"th_\",\n \"=_\",\n \"\\\"%\",\n \".2\",\n \"f\",\n \"\\\"_\",\n \"%_\",\n \"(_\",\n \"(_\",\n \"float_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"geometry_\",\n \"._\",\n \"rect_\",\n \"._\",\n \"width_\",\n \")_\",\n \"/_\",\n \"(_\",\n \"float_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"geometry_\",\n \"._\",\n \"rect_\",\n \"._\",\n \"width_\",\n \")_\",\n \"-_\",\n \"float_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"geometry_\",\n \"._\",\n \"rect_\",\n \"._\",\n \"x_\",\n \")_\",\n \")_\",\n \")_\",\n \"*_\",\n \"100_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"hg\",\n \"th_\",\n \"=_\",\n \"\\\"%\",\n \".2\",\n \"f\",\n \"\\\"_\",\n \"%_\",\n \"(_\",\n \"(_\",\n \"float_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"geometry_\",\n \"._\",\n \"rect_\",\n \"._\",\n \"height_\",\n \")_\",\n \"/_\",\n \"(_\",\n \"float_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"parent_\",\n \"._\",\n \"geometry_\",\n \"._\",\n \"rect_\",\n \"._\",\n \"height_\",\n \")_\",\n \"-_\",\n \"float_\",\n \"(_\",\n \"self_\",\n \"._\",\n \"geometry_\",\n \"._\",\n \"rect_\",\n \"._\",\n \"y_\",\n \")_\",\n \")_\",\n \")_\",\n \"*_\",\n \"100_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \"==_\",\n \"\\\"\",\n \"gb\",\n \"Validat\",\n \"ion\",\n \"\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"print_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"._\",\n \"name_\",\n \",_\",\n \"wd\",\n \"th_\",\n \",_\",\n \"hg\",\n \"th_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"if_\",\n \"self_\",\n \"._\",\n \"widget_\",\n \"[_\",\n \"'\",\n \"class\",\n \"'_\",\n \"]_\",\n \"!=_\",\n \"\\\"\",\n \"QL\",\n \"ine\",\n \"Edit\",\n \"\\\"_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \"if\",\n \" \",\n \"self\",\n \".\",\n \"widget\",\n \"['\",\n \"class\",\n \"']\",\n \"!=\",\n \"\\\"\",\n \"QP\",\n \"ane\",\n \"l\",\n \"\\\":\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"._\",\n \"set\",\n \"Height_\",\n \"(_\",\n \"str_\",\n \"(_\",\n \"hg\",\n \"th_\",\n \")_\",\n \"+_\",\n \"\\\"%\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"#\",\n \"else\",\n \":_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \" \",\n \" \",\n \" \",\n \"self\",\n \".\",\n \"this\",\n \"widget\",\n \".\",\n \"set\",\n \"Hei\",\n \"ght\",\n \"(\",\n \"str\",\n \"(\",\n \"self\",\n \".\",\n \"geom\",\n \"etry\",\n \".\",\n \"rect\",\n \".\",\n \"height\",\n \")+\",\n \"\\\"\",\n \"px\",\n \"\\\")\",\n \"_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"this\",\n \"widget_\",\n \"._\",\n \"set\",\n \"Width_\",\n \"(_\",\n \"str_\",\n \"(_\",\n \"wd\",\n \"th_\",\n \")_\",\n \"+_\",\n \"\\\"%\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\"\n]","isConversational":false},"label_sequence":{"kind":"list like","value":[4,4,4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],"string":"[\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2\n]","isConversational":false}}},{"rowIdx":198,"cells":{"query_name":{"kind":"string","value":"Imprecise assert"},"code_file_path":{"kind":"string","value":"pydata/pandas/pandas/io/tests/test_ga.py"},"context_blocks":{"kind":"list like","value":[{"content":" @with_connectivity_check(\"http://www.google.com\")\n def test_getdata(self):\n try:\n end_date = datetime.now()\n start_date = end_date - pd.offsets.Day() * 5\n end_date = end_date.strftime('%Y-%m-%d')\n start_date = start_date.strftime('%Y-%m-%d')\n\n reader = GAnalytics()\n df = reader.get_data(\n metrics=['avgTimeOnSite', 'visitors', 'newVisits',\n 'pageviewsPerVisit'],\n start_date=start_date,\n end_date=end_date,\n dimensions=['date', 'hour'],\n parse_dates={'ts': ['date', 'hour']},\n index_col=0)\n\n self.assertIsInstance(df, pd.DataFrame)\n self.assertIsInstance(df.index, pd.DatetimeIndex)\n self.assertGreater(len(df), 1)\n self.assertTrue('date' not in df)\n self.assertTrue('hour' not in df)\n self.assertEqual(df.index.name, 'ts')\n self.assertTrue('avgTimeOnSite' in df)\n self.assertTrue('visitors' in df)\n self.assertTrue('newVisits' in df)\n self.assertTrue('pageviewsPerVisit' in df)\n\n df2 = read_ga(\n metrics=['avgTimeOnSite', 'visitors', 'newVisits',\n 'pageviewsPerVisit'],\n start_date=start_date,\n end_date=end_date,\n dimensions=['date', 'hour'],\n parse_dates={'ts': ['date', 'hour']},\n index_col=0)\n\n assert_frame_equal(df, df2)\n\n except AuthenticationConfigError:\n raise nose.SkipTest(\"authentication error\")","metadata":"root.TestGoogle.test_getdata","header":"['class', 'TestGoogle', '(', 'tm', '.', 'TestCase', ')', ':', '___EOS___']","index":43},{"content":" @with_connectivity_check(\"http://www.google.com\")\n def test_iterator(self):\n try:\n reader = GAnalytics()\n\n it = reader.get_data(\n metrics='visitors',\n start_date='2005-1-1',\n dimensions='date',\n max_results=10, chunksize=5,\n index_col=0)\n\n df1 = next(it)\n df2 = next(it)\n\n for df in [df1, df2]:\n self.assertIsInstance(df, pd.DataFrame)\n self.assertIsInstance(df.index, pd.DatetimeIndex)\n self.assertEqual(len(df), 5)\n self.assertTrue('date' not in df)\n self.assertEqual(df.index.name, 'date')\n self.assertTrue('visitors' in df)\n\n self.assertTrue((df2.index > df1.index).all())\n\n except AuthenticationConfigError:\n raise nose.SkipTest(\"authentication error\")","metadata":"root.TestGoogle.test_iterator","header":"['class', 'TestGoogle', '(', 'tm', '.', 'TestCase', ')', ':', '___EOS___']","index":86},{"content":" @with_connectivity_check(\"http://www.google.com\")\n def test_segment(self):\n try:\n end_date = datetime.now()\n start_date = end_date - pd.offsets.Day() * 5\n end_date = end_date.strftime('%Y-%m-%d')\n start_date = start_date.strftime('%Y-%m-%d')\n\n reader = GAnalytics()\n df = reader.get_data(\n metrics=['avgTimeOnSite', 'visitors', 'newVisits',\n 'pageviewsPerVisit'],\n start_date=start_date,\n end_date=end_date,\n segment=-2,\n dimensions=['date', 'hour'],\n parse_dates={'ts': ['date', 'hour']},\n index_col=0)\n\n self.assertIsInstance(df, pd.DataFrame)\n self.assertIsInstance(df.index, pd.DatetimeIndex)\n self.assertGreater(len(df), 1)\n self.assertTrue('date' not in df)\n self.assertTrue('hour' not in df)\n self.assertEqual(df.index.name, 'ts')\n self.assertTrue('avgTimeOnSite' in df)\n self.assertTrue('visitors' in df)\n self.assertTrue('newVisits' in df)\n self.assertTrue('pageviewsPerVisit' in df)\n\n # dynamic\n df = read_ga(\n metrics=['avgTimeOnSite', 'visitors', 'newVisits',\n 'pageviewsPerVisit'],\n start_date=start_date,\n end_date=end_date,\n segment=\"source=~twitter\",\n dimensions=['date', 'hour'],\n parse_dates={'ts': ['date', 'hour']},\n index_col=0)\n\n assert isinstance(df, pd.DataFrame)\n assert isinstance(df.index, pd.DatetimeIndex)\n self.assertGreater(len(df), 1)\n self.assertTrue('date' not in df)\n self.assertTrue('hour' not in df)\n self.assertEqual(df.index.name, 'ts')\n self.assertTrue('avgTimeOnSite' in df)\n self.assertTrue('visitors' in df)\n self.assertTrue('newVisits' in df)\n self.assertTrue('pageviewsPerVisit' in df)\n\n except AuthenticationConfigError:\n raise nose.SkipTest(\"authentication error\")","metadata":"root.TestGoogle.test_segment","header":"['class', 'TestGoogle', '(', 'tm', '.', 'TestCase', ')', ':', '___EOS___']","index":139}],"string":"[\n {\n \"content\": \" @with_connectivity_check(\\\"http://www.google.com\\\")\\n def test_getdata(self):\\n try:\\n end_date = datetime.now()\\n start_date = end_date - pd.offsets.Day() * 5\\n end_date = end_date.strftime('%Y-%m-%d')\\n start_date = start_date.strftime('%Y-%m-%d')\\n\\n reader = GAnalytics()\\n df = reader.get_data(\\n metrics=['avgTimeOnSite', 'visitors', 'newVisits',\\n 'pageviewsPerVisit'],\\n start_date=start_date,\\n end_date=end_date,\\n dimensions=['date', 'hour'],\\n parse_dates={'ts': ['date', 'hour']},\\n index_col=0)\\n\\n self.assertIsInstance(df, pd.DataFrame)\\n self.assertIsInstance(df.index, pd.DatetimeIndex)\\n self.assertGreater(len(df), 1)\\n self.assertTrue('date' not in df)\\n self.assertTrue('hour' not in df)\\n self.assertEqual(df.index.name, 'ts')\\n self.assertTrue('avgTimeOnSite' in df)\\n self.assertTrue('visitors' in df)\\n self.assertTrue('newVisits' in df)\\n self.assertTrue('pageviewsPerVisit' in df)\\n\\n df2 = read_ga(\\n metrics=['avgTimeOnSite', 'visitors', 'newVisits',\\n 'pageviewsPerVisit'],\\n start_date=start_date,\\n end_date=end_date,\\n dimensions=['date', 'hour'],\\n parse_dates={'ts': ['date', 'hour']},\\n index_col=0)\\n\\n assert_frame_equal(df, df2)\\n\\n except AuthenticationConfigError:\\n raise nose.SkipTest(\\\"authentication error\\\")\",\n \"metadata\": \"root.TestGoogle.test_getdata\",\n \"header\": \"['class', 'TestGoogle', '(', 'tm', '.', 'TestCase', ')', ':', '___EOS___']\",\n \"index\": 43\n },\n {\n \"content\": \" @with_connectivity_check(\\\"http://www.google.com\\\")\\n def test_iterator(self):\\n try:\\n reader = GAnalytics()\\n\\n it = reader.get_data(\\n metrics='visitors',\\n start_date='2005-1-1',\\n dimensions='date',\\n max_results=10, chunksize=5,\\n index_col=0)\\n\\n df1 = next(it)\\n df2 = next(it)\\n\\n for df in [df1, df2]:\\n self.assertIsInstance(df, pd.DataFrame)\\n self.assertIsInstance(df.index, pd.DatetimeIndex)\\n self.assertEqual(len(df), 5)\\n self.assertTrue('date' not in df)\\n self.assertEqual(df.index.name, 'date')\\n self.assertTrue('visitors' in df)\\n\\n self.assertTrue((df2.index > df1.index).all())\\n\\n except AuthenticationConfigError:\\n raise nose.SkipTest(\\\"authentication error\\\")\",\n \"metadata\": \"root.TestGoogle.test_iterator\",\n \"header\": \"['class', 'TestGoogle', '(', 'tm', '.', 'TestCase', ')', ':', '___EOS___']\",\n \"index\": 86\n },\n {\n \"content\": \" @with_connectivity_check(\\\"http://www.google.com\\\")\\n def test_segment(self):\\n try:\\n end_date = datetime.now()\\n start_date = end_date - pd.offsets.Day() * 5\\n end_date = end_date.strftime('%Y-%m-%d')\\n start_date = start_date.strftime('%Y-%m-%d')\\n\\n reader = GAnalytics()\\n df = reader.get_data(\\n metrics=['avgTimeOnSite', 'visitors', 'newVisits',\\n 'pageviewsPerVisit'],\\n start_date=start_date,\\n end_date=end_date,\\n segment=-2,\\n dimensions=['date', 'hour'],\\n parse_dates={'ts': ['date', 'hour']},\\n index_col=0)\\n\\n self.assertIsInstance(df, pd.DataFrame)\\n self.assertIsInstance(df.index, pd.DatetimeIndex)\\n self.assertGreater(len(df), 1)\\n self.assertTrue('date' not in df)\\n self.assertTrue('hour' not in df)\\n self.assertEqual(df.index.name, 'ts')\\n self.assertTrue('avgTimeOnSite' in df)\\n self.assertTrue('visitors' in df)\\n self.assertTrue('newVisits' in df)\\n self.assertTrue('pageviewsPerVisit' in df)\\n\\n # dynamic\\n df = read_ga(\\n metrics=['avgTimeOnSite', 'visitors', 'newVisits',\\n 'pageviewsPerVisit'],\\n start_date=start_date,\\n end_date=end_date,\\n segment=\\\"source=~twitter\\\",\\n dimensions=['date', 'hour'],\\n parse_dates={'ts': ['date', 'hour']},\\n index_col=0)\\n\\n assert isinstance(df, pd.DataFrame)\\n assert isinstance(df.index, pd.DatetimeIndex)\\n self.assertGreater(len(df), 1)\\n self.assertTrue('date' not in df)\\n self.assertTrue('hour' not in df)\\n self.assertEqual(df.index.name, 'ts')\\n self.assertTrue('avgTimeOnSite' in df)\\n self.assertTrue('visitors' in df)\\n self.assertTrue('newVisits' in df)\\n self.assertTrue('pageviewsPerVisit' in df)\\n\\n except AuthenticationConfigError:\\n raise nose.SkipTest(\\\"authentication error\\\")\",\n \"metadata\": \"root.TestGoogle.test_segment\",\n \"header\": \"['class', 'TestGoogle', '(', 'tm', '.', 'TestCase', ')', ':', '___EOS___']\",\n \"index\": 139\n }\n]","isConversational":false},"answer_spans":{"kind":"list like","value":[{"span":"self.assertTrue('date' not in df)","start_line":64,"start_column":12,"end_line":64,"end_column":45},{"span":"self.assertTrue('hour' not in df)","start_line":65,"start_column":12,"end_line":65,"end_column":45},{"span":"self.assertTrue('avgTimeOnSite' in df)","start_line":67,"start_column":12,"end_line":67,"end_column":50},{"span":"self.assertTrue('visitors' in df)","start_line":68,"start_column":12,"end_line":68,"end_column":45},{"span":"self.assertTrue('newVisits' in df)","start_line":69,"start_column":12,"end_line":69,"end_column":46},{"span":"self.assertTrue('pageviewsPerVisit' in df)","start_line":70,"start_column":12,"end_line":70,"end_column":54},{"span":"self.assertTrue('date' not in df)","start_line":105,"start_column":16,"end_line":105,"end_column":49},{"span":"self.assertTrue('visitors' in df)","start_line":107,"start_column":16,"end_line":107,"end_column":49},{"span":"self.assertTrue('date' not in df)","start_line":161,"start_column":12,"end_line":161,"end_column":45},{"span":"self.assertTrue('hour' not in df)","start_line":162,"start_column":12,"end_line":162,"end_column":45},{"span":"self.assertTrue('avgTimeOnSite' in df)","start_line":164,"start_column":12,"end_line":164,"end_column":50},{"span":"self.assertTrue('visitors' in df)","start_line":165,"start_column":12,"end_line":165,"end_column":45},{"span":"self.assertTrue('newVisits' in df)","start_line":166,"start_column":12,"end_line":166,"end_column":46},{"span":"self.assertTrue('pageviewsPerVisit' in df)","start_line":167,"start_column":12,"end_line":167,"end_column":54},{"span":"self.assertTrue('date' not in df)","start_line":183,"start_column":12,"end_line":183,"end_column":45},{"span":"self.assertTrue('hour' not in df)","start_line":184,"start_column":12,"end_line":184,"end_column":45},{"span":"self.assertTrue('avgTimeOnSite' in df)","start_line":186,"start_column":12,"end_line":186,"end_column":50},{"span":"self.assertTrue('visitors' in df)","start_line":187,"start_column":12,"end_line":187,"end_column":45},{"span":"self.assertTrue('newVisits' in df)","start_line":188,"start_column":12,"end_line":188,"end_column":46},{"span":"self.assertTrue('pageviewsPerVisit' in df)","start_line":189,"start_column":12,"end_line":189,"end_column":54}],"string":"[\n {\n \"span\": \"self.assertTrue('date' not in df)\",\n \"start_line\": 64,\n \"start_column\": 12,\n \"end_line\": 64,\n \"end_column\": 45\n },\n {\n \"span\": \"self.assertTrue('hour' not in df)\",\n \"start_line\": 65,\n \"start_column\": 12,\n \"end_line\": 65,\n \"end_column\": 45\n },\n {\n \"span\": \"self.assertTrue('avgTimeOnSite' in df)\",\n \"start_line\": 67,\n \"start_column\": 12,\n \"end_line\": 67,\n \"end_column\": 50\n },\n {\n \"span\": \"self.assertTrue('visitors' in df)\",\n \"start_line\": 68,\n \"start_column\": 12,\n \"end_line\": 68,\n \"end_column\": 45\n },\n {\n \"span\": \"self.assertTrue('newVisits' in df)\",\n \"start_line\": 69,\n \"start_column\": 12,\n \"end_line\": 69,\n \"end_column\": 46\n },\n {\n \"span\": \"self.assertTrue('pageviewsPerVisit' in df)\",\n \"start_line\": 70,\n \"start_column\": 12,\n \"end_line\": 70,\n \"end_column\": 54\n },\n {\n \"span\": \"self.assertTrue('date' not in df)\",\n \"start_line\": 105,\n \"start_column\": 16,\n \"end_line\": 105,\n \"end_column\": 49\n },\n {\n \"span\": \"self.assertTrue('visitors' in df)\",\n \"start_line\": 107,\n \"start_column\": 16,\n \"end_line\": 107,\n \"end_column\": 49\n },\n {\n \"span\": \"self.assertTrue('date' not in df)\",\n \"start_line\": 161,\n \"start_column\": 12,\n \"end_line\": 161,\n \"end_column\": 45\n },\n {\n \"span\": \"self.assertTrue('hour' not in df)\",\n \"start_line\": 162,\n \"start_column\": 12,\n \"end_line\": 162,\n \"end_column\": 45\n },\n {\n \"span\": \"self.assertTrue('avgTimeOnSite' in df)\",\n \"start_line\": 164,\n \"start_column\": 12,\n \"end_line\": 164,\n \"end_column\": 50\n },\n {\n \"span\": \"self.assertTrue('visitors' in df)\",\n \"start_line\": 165,\n \"start_column\": 12,\n \"end_line\": 165,\n \"end_column\": 45\n },\n {\n \"span\": \"self.assertTrue('newVisits' in df)\",\n \"start_line\": 166,\n \"start_column\": 12,\n \"end_line\": 166,\n \"end_column\": 46\n },\n {\n \"span\": \"self.assertTrue('pageviewsPerVisit' in df)\",\n \"start_line\": 167,\n \"start_column\": 12,\n \"end_line\": 167,\n \"end_column\": 54\n },\n {\n \"span\": \"self.assertTrue('date' not in df)\",\n \"start_line\": 183,\n \"start_column\": 12,\n \"end_line\": 183,\n \"end_column\": 45\n },\n {\n \"span\": \"self.assertTrue('hour' not in df)\",\n \"start_line\": 184,\n \"start_column\": 12,\n \"end_line\": 184,\n \"end_column\": 45\n },\n {\n \"span\": \"self.assertTrue('avgTimeOnSite' in df)\",\n \"start_line\": 186,\n \"start_column\": 12,\n \"end_line\": 186,\n \"end_column\": 50\n },\n {\n \"span\": \"self.assertTrue('visitors' in df)\",\n \"start_line\": 187,\n \"start_column\": 12,\n \"end_line\": 187,\n \"end_column\": 45\n },\n {\n \"span\": \"self.assertTrue('newVisits' in df)\",\n \"start_line\": 188,\n \"start_column\": 12,\n \"end_line\": 188,\n \"end_column\": 46\n },\n {\n \"span\": \"self.assertTrue('pageviewsPerVisit' in df)\",\n \"start_line\": 189,\n \"start_column\": 12,\n \"end_line\": 189,\n \"end_column\": 54\n }\n]","isConversational":false},"supporting_fact_spans":{"kind":"list like","value":[],"string":"[]","isConversational":false},"example_type":{"kind":"number","value":1,"string":"1"},"single_hop":{"kind":"bool","value":true,"string":"true"},"subtokenized_input_sequence":{"kind":"list like","value":["[CLS]_","Imp","reci","se_","assert_","[SEP]_","class_","Test","Goo","gle_","(_","tm_","._","Test","Case_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","@_","with","\\u","connecti","vity","\\u","check_","(_","\"","http","://","www",".","google",".","com","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","def_","test\\u","getdata_","(_","self_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","end","\\u","date_","=_","datetime_","._","now_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","start","\\u","date_","=_","end","\\u","date_","-_","pd_","._","offsets_","._","Day_","(_",")_","*_","5_","\\u\\u\\uNEWLINE\\u\\u\\u_","end","\\u","date_","=_","end","\\u","date_","._","strftime_","(_","'%","Y","-%","m","-%","d","'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","start","\\u","date_","=_","start","\\u","date_","._","strftime_","(_","'%","Y","-%","m","-%","d","'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","reader_","=_","GA","nal","yti","cs_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","df_","=_","reader_","._","get","\\u","data_","(_","\\u\\u\\uNL\\u\\u\\u_","metrics_","=_","[_","'","avg","Time","On","Site","'_",",_","'","visitor","s","'_",",_","'","new","Visit","s","'_",",_","\\u\\u\\uNL\\u\\u\\u_","'","page","views","Per","Visit","'_","]_",",_","\\u\\u\\uNL\\u\\u\\u_","start","\\u","date_","=_","start","\\u","date_",",_","\\u\\u\\uNL\\u\\u\\u_","end","\\u","date_","=_","end","\\u","date_",",_","\\u\\u\\uNL\\u\\u\\u_","dimensions_","=_","[_","'","date","'_",",_","'","hour","'_","]_",",_","\\u\\u\\uNL\\u\\u\\u_","parse","\\u","dates_","=_","{_","'","ts","'_",":_","[_","'","date","'_",",_","'","hour","'_","]_","}_",",_","\\u\\u\\uNL\\u\\u\\u_","index","\\u","col_","=_","0_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","self_","._","assert","Is","Instance_","(_","df_",",_","pd_","._","Data","Frame_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Is","Instance_","(_","df_","._","index_",",_","pd_","._","Date","time","Index_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Greater_","(_","len_","(_","df_",")_",",_","1_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","True_","(_","'","date","'_","not_","in_","df_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","True_","(_","'","hour","'_","not_","in_","df_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Equal_","(_","df_","._","index_","._","name_",",_","'","ts","'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","True_","(_","'","avg","Time","On","Site","'_","in_","df_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","True_","(_","'","visitor","s","'_","in_","df_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","True_","(_","'","new","Visit","s","'_","in_","df_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","True_","(_","'","page","views","Per","Visit","'_","in_","df_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","df2_","=_","read","\\u","ga_","(_","\\u\\u\\uNL\\u\\u\\u_","metrics_","=_","[_","'","avg","Time","On","Site","'_",",_","'","visitor","s","'_",",_","'","new","Visit","s","'_",",_","\\u\\u\\uNL\\u\\u\\u_","'","page","views","Per","Visit","'_","]_",",_","\\u\\u\\uNL\\u\\u\\u_","start","\\u","date_","=_","start","\\u","date_",",_","\\u\\u\\uNL\\u\\u\\u_","end","\\u","date_","=_","end","\\u","date_",",_","\\u\\u\\uNL\\u\\u\\u_","dimensions_","=_","[_","'","date","'_",",_","'","hour","'_","]_",",_","\\u\\u\\uNL\\u\\u\\u_","parse","\\u","dates_","=_","{_","'","ts","'_",":_","[_","'","date","'_",",_","'","hour","'_","]_","}_",",_","\\u\\u\\uNL\\u\\u\\u_","index","\\u","col_","=_","0_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","assert","\\u","frame","\\u","equal_","(_","df_",",_","df2_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","except_","Auth","entica","tion","Config","Error_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","raise_","nose_","._","Ski","p","Test_","(_","\"","authenticat","ion"," ","error","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Test","Goo","gle_","(_","tm_","._","Test","Case_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","@_","with","\\u","connecti","vity","\\u","check_","(_","\"","http","://","www",".","google",".","com","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","def_","test\\u","iterator_","(_","self_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","reader_","=_","GA","nal","yti","cs_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","it_","=_","reader_","._","get","\\u","data_","(_","\\u\\u\\uNL\\u\\u\\u_","metrics_","=_","'","visitor","s","'_",",_","\\u\\u\\uNL\\u\\u\\u_","start","\\u","date_","=_","'","2005","-1","-1","'_",",_","\\u\\u\\uNL\\u\\u\\u_","dimensions_","=_","'","date","'_",",_","\\u\\u\\uNL\\u\\u\\u_","max","\\u","results_","=_","10_",",_","chunksize_","=_","5_",",_","\\u\\u\\uNL\\u\\u\\u_","index","\\u","col_","=_","0_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","df1_","=_","next_","(_","it_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","df2_","=_","next_","(_","it_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","for_","df_","in_","[_","df1_",",_","df2_","]_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","self_","._","assert","Is","Instance_","(_","df_",",_","pd_","._","Data","Frame_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Is","Instance_","(_","df_","._","index_",",_","pd_","._","Date","time","Index_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Equal_","(_","len_","(_","df_",")_",",_","5_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","True_","(_","'","date","'_","not_","in_","df_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Equal_","(_","df_","._","index_","._","name_",",_","'","date","'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","True_","(_","'","visitor","s","'_","in_","df_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","self_","._","assert","True_","(_","(_","df2_","._","index_",">_","df1_","._","index_",")_","._","all_","(_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","except_","Auth","entica","tion","Config","Error_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","raise_","nose_","._","Ski","p","Test_","(_","\"","authenticat","ion"," ","error","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","[SEP]_","class_","Test","Goo","gle_","(_","tm_","._","Test","Case_",")_",":_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","@_","with","\\u","connecti","vity","\\u","check_","(_","\"","http","://","www",".","google",".","com","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","def_","test\\u","segment_","(_","self_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","try_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","end","\\u","date_","=_","datetime_","._","now_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","start","\\u","date_","=_","end","\\u","date_","-_","pd_","._","offsets_","._","Day_","(_",")_","*_","5_","\\u\\u\\uNEWLINE\\u\\u\\u_","end","\\u","date_","=_","end","\\u","date_","._","strftime_","(_","'%","Y","-%","m","-%","d","'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","start","\\u","date_","=_","start","\\u","date_","._","strftime_","(_","'%","Y","-%","m","-%","d","'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","reader_","=_","GA","nal","yti","cs_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","df_","=_","reader_","._","get","\\u","data_","(_","\\u\\u\\uNL\\u\\u\\u_","metrics_","=_","[_","'","avg","Time","On","Site","'_",",_","'","visitor","s","'_",",_","'","new","Visit","s","'_",",_","\\u\\u\\uNL\\u\\u\\u_","'","page","views","Per","Visit","'_","]_",",_","\\u\\u\\uNL\\u\\u\\u_","start","\\u","date_","=_","start","\\u","date_",",_","\\u\\u\\uNL\\u\\u\\u_","end","\\u","date_","=_","end","\\u","date_",",_","\\u\\u\\uNL\\u\\u\\u_","segment_","=_","-_","2_",",_","\\u\\u\\uNL\\u\\u\\u_","dimensions_","=_","[_","'","date","'_",",_","'","hour","'_","]_",",_","\\u\\u\\uNL\\u\\u\\u_","parse","\\u","dates_","=_","{_","'","ts","'_",":_","[_","'","date","'_",",_","'","hour","'_","]_","}_",",_","\\u\\u\\uNL\\u\\u\\u_","index","\\u","col_","=_","0_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","self_","._","assert","Is","Instance_","(_","df_",",_","pd_","._","Data","Frame_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Is","Instance_","(_","df_","._","index_",",_","pd_","._","Date","time","Index_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Greater_","(_","len_","(_","df_",")_",",_","1_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","True_","(_","'","date","'_","not_","in_","df_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","True_","(_","'","hour","'_","not_","in_","df_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Equal_","(_","df_","._","index_","._","name_",",_","'","ts","'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","True_","(_","'","avg","Time","On","Site","'_","in_","df_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","True_","(_","'","visitor","s","'_","in_","df_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","True_","(_","'","new","Visit","s","'_","in_","df_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","True_","(_","'","page","views","Per","Visit","'_","in_","df_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","#"," ","dynamic_","\\u\\u\\uNL\\u\\u\\u_","df_","=_","read","\\u","ga_","(_","\\u\\u\\uNL\\u\\u\\u_","metrics_","=_","[_","'","avg","Time","On","Site","'_",",_","'","visitor","s","'_",",_","'","new","Visit","s","'_",",_","\\u\\u\\uNL\\u\\u\\u_","'","page","views","Per","Visit","'_","]_",",_","\\u\\u\\uNL\\u\\u\\u_","start","\\u","date_","=_","start","\\u","date_",",_","\\u\\u\\uNL\\u\\u\\u_","end","\\u","date_","=_","end","\\u","date_",",_","\\u\\u\\uNL\\u\\u\\u_","segment_","=_","\"","source","=","~","twit","ter","\"_",",_","\\u\\u\\uNL\\u\\u\\u_","dimensions_","=_","[_","'","date","'_",",_","'","hour","'_","]_",",_","\\u\\u\\uNL\\u\\u\\u_","parse","\\u","dates_","=_","{_","'","ts","'_",":_","[_","'","date","'_",",_","'","hour","'_","]_","}_",",_","\\u\\u\\uNL\\u\\u\\u_","index","\\u","col_","=_","0_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","assert_","isinstance_","(_","df_",",_","pd_","._","Data","Frame_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","assert_","isinstance_","(_","df_","._","index_",",_","pd_","._","Date","time","Index_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Greater_","(_","len_","(_","df_",")_",",_","1_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","True_","(_","'","date","'_","not_","in_","df_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","True_","(_","'","hour","'_","not_","in_","df_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","Equal_","(_","df_","._","index_","._","name_",",_","'","ts","'_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","True_","(_","'","avg","Time","On","Site","'_","in_","df_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","True_","(_","'","visitor","s","'_","in_","df_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","True_","(_","'","new","Visit","s","'_","in_","df_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","self_","._","assert","True_","(_","'","page","views","Per","Visit","'_","in_","df_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","except_","Auth","entica","tion","Config","Error_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","raise_","nose_","._","Ski","p","Test_","(_","\"","authenticat","ion"," ","error","\"_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_"],"string":"[\n \"[CLS]_\",\n \"Imp\",\n \"reci\",\n \"se_\",\n \"assert_\",\n \"[SEP]_\",\n \"class_\",\n \"Test\",\n \"Goo\",\n \"gle_\",\n \"(_\",\n \"tm_\",\n \"._\",\n \"Test\",\n \"Case_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"@_\",\n \"with\",\n \"\\\\u\",\n \"connecti\",\n \"vity\",\n \"\\\\u\",\n \"check_\",\n \"(_\",\n \"\\\"\",\n \"http\",\n \"://\",\n \"www\",\n \".\",\n \"google\",\n \".\",\n \"com\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"test\\\\u\",\n \"getdata_\",\n \"(_\",\n \"self_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"end\",\n \"\\\\u\",\n \"date_\",\n \"=_\",\n \"datetime_\",\n \"._\",\n \"now_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"start\",\n \"\\\\u\",\n \"date_\",\n \"=_\",\n \"end\",\n \"\\\\u\",\n \"date_\",\n \"-_\",\n \"pd_\",\n \"._\",\n \"offsets_\",\n \"._\",\n \"Day_\",\n \"(_\",\n \")_\",\n \"*_\",\n \"5_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"end\",\n \"\\\\u\",\n \"date_\",\n \"=_\",\n \"end\",\n \"\\\\u\",\n \"date_\",\n \"._\",\n \"strftime_\",\n \"(_\",\n \"'%\",\n \"Y\",\n \"-%\",\n \"m\",\n \"-%\",\n \"d\",\n \"'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"start\",\n \"\\\\u\",\n \"date_\",\n \"=_\",\n \"start\",\n \"\\\\u\",\n \"date_\",\n \"._\",\n \"strftime_\",\n \"(_\",\n \"'%\",\n \"Y\",\n \"-%\",\n \"m\",\n \"-%\",\n \"d\",\n \"'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"reader_\",\n \"=_\",\n \"GA\",\n \"nal\",\n \"yti\",\n \"cs_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"df_\",\n \"=_\",\n \"reader_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"data_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"metrics_\",\n \"=_\",\n \"[_\",\n \"'\",\n \"avg\",\n \"Time\",\n \"On\",\n \"Site\",\n \"'_\",\n \",_\",\n \"'\",\n \"visitor\",\n \"s\",\n \"'_\",\n \",_\",\n \"'\",\n \"new\",\n \"Visit\",\n \"s\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"'\",\n \"page\",\n \"views\",\n \"Per\",\n \"Visit\",\n \"'_\",\n \"]_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"start\",\n \"\\\\u\",\n \"date_\",\n \"=_\",\n \"start\",\n \"\\\\u\",\n \"date_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"end\",\n \"\\\\u\",\n \"date_\",\n \"=_\",\n \"end\",\n \"\\\\u\",\n \"date_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"dimensions_\",\n \"=_\",\n \"[_\",\n \"'\",\n \"date\",\n \"'_\",\n \",_\",\n \"'\",\n \"hour\",\n \"'_\",\n \"]_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"parse\",\n \"\\\\u\",\n \"dates_\",\n \"=_\",\n \"{_\",\n \"'\",\n \"ts\",\n \"'_\",\n \":_\",\n \"[_\",\n \"'\",\n \"date\",\n \"'_\",\n \",_\",\n \"'\",\n \"hour\",\n \"'_\",\n \"]_\",\n \"}_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"index\",\n \"\\\\u\",\n \"col_\",\n \"=_\",\n \"0_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Is\",\n \"Instance_\",\n \"(_\",\n \"df_\",\n \",_\",\n \"pd_\",\n \"._\",\n \"Data\",\n \"Frame_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Is\",\n \"Instance_\",\n \"(_\",\n \"df_\",\n \"._\",\n \"index_\",\n \",_\",\n \"pd_\",\n \"._\",\n \"Date\",\n \"time\",\n \"Index_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Greater_\",\n \"(_\",\n \"len_\",\n \"(_\",\n \"df_\",\n \")_\",\n \",_\",\n \"1_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"'\",\n \"date\",\n \"'_\",\n \"not_\",\n \"in_\",\n \"df_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"'\",\n \"hour\",\n \"'_\",\n \"not_\",\n \"in_\",\n \"df_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Equal_\",\n \"(_\",\n \"df_\",\n \"._\",\n \"index_\",\n \"._\",\n \"name_\",\n \",_\",\n \"'\",\n \"ts\",\n \"'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"'\",\n \"avg\",\n \"Time\",\n \"On\",\n \"Site\",\n \"'_\",\n \"in_\",\n \"df_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"'\",\n \"visitor\",\n \"s\",\n \"'_\",\n \"in_\",\n \"df_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"'\",\n \"new\",\n \"Visit\",\n \"s\",\n \"'_\",\n \"in_\",\n \"df_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"'\",\n \"page\",\n \"views\",\n \"Per\",\n \"Visit\",\n \"'_\",\n \"in_\",\n \"df_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"df2_\",\n \"=_\",\n \"read\",\n \"\\\\u\",\n \"ga_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"metrics_\",\n \"=_\",\n \"[_\",\n \"'\",\n \"avg\",\n \"Time\",\n \"On\",\n \"Site\",\n \"'_\",\n \",_\",\n \"'\",\n \"visitor\",\n \"s\",\n \"'_\",\n \",_\",\n \"'\",\n \"new\",\n \"Visit\",\n \"s\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"'\",\n \"page\",\n \"views\",\n \"Per\",\n \"Visit\",\n \"'_\",\n \"]_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"start\",\n \"\\\\u\",\n \"date_\",\n \"=_\",\n \"start\",\n \"\\\\u\",\n \"date_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"end\",\n \"\\\\u\",\n \"date_\",\n \"=_\",\n \"end\",\n \"\\\\u\",\n \"date_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"dimensions_\",\n \"=_\",\n \"[_\",\n \"'\",\n \"date\",\n \"'_\",\n \",_\",\n \"'\",\n \"hour\",\n \"'_\",\n \"]_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"parse\",\n \"\\\\u\",\n \"dates_\",\n \"=_\",\n \"{_\",\n \"'\",\n \"ts\",\n \"'_\",\n \":_\",\n \"[_\",\n \"'\",\n \"date\",\n \"'_\",\n \",_\",\n \"'\",\n \"hour\",\n \"'_\",\n \"]_\",\n \"}_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"index\",\n \"\\\\u\",\n \"col_\",\n \"=_\",\n \"0_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"assert\",\n \"\\\\u\",\n \"frame\",\n \"\\\\u\",\n \"equal_\",\n \"(_\",\n \"df_\",\n \",_\",\n \"df2_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"except_\",\n \"Auth\",\n \"entica\",\n \"tion\",\n \"Config\",\n \"Error_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"raise_\",\n \"nose_\",\n \"._\",\n \"Ski\",\n \"p\",\n \"Test_\",\n \"(_\",\n \"\\\"\",\n \"authenticat\",\n \"ion\",\n \" \",\n \"error\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Test\",\n \"Goo\",\n \"gle_\",\n \"(_\",\n \"tm_\",\n \"._\",\n \"Test\",\n \"Case_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"@_\",\n \"with\",\n \"\\\\u\",\n \"connecti\",\n \"vity\",\n \"\\\\u\",\n \"check_\",\n \"(_\",\n \"\\\"\",\n \"http\",\n \"://\",\n \"www\",\n \".\",\n \"google\",\n \".\",\n \"com\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"test\\\\u\",\n \"iterator_\",\n \"(_\",\n \"self_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"reader_\",\n \"=_\",\n \"GA\",\n \"nal\",\n \"yti\",\n \"cs_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"it_\",\n \"=_\",\n \"reader_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"data_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"metrics_\",\n \"=_\",\n \"'\",\n \"visitor\",\n \"s\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"start\",\n \"\\\\u\",\n \"date_\",\n \"=_\",\n \"'\",\n \"2005\",\n \"-1\",\n \"-1\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"dimensions_\",\n \"=_\",\n \"'\",\n \"date\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"max\",\n \"\\\\u\",\n \"results_\",\n \"=_\",\n \"10_\",\n \",_\",\n \"chunksize_\",\n \"=_\",\n \"5_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"index\",\n \"\\\\u\",\n \"col_\",\n \"=_\",\n \"0_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"df1_\",\n \"=_\",\n \"next_\",\n \"(_\",\n \"it_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"df2_\",\n \"=_\",\n \"next_\",\n \"(_\",\n \"it_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"for_\",\n \"df_\",\n \"in_\",\n \"[_\",\n \"df1_\",\n \",_\",\n \"df2_\",\n \"]_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Is\",\n \"Instance_\",\n \"(_\",\n \"df_\",\n \",_\",\n \"pd_\",\n \"._\",\n \"Data\",\n \"Frame_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Is\",\n \"Instance_\",\n \"(_\",\n \"df_\",\n \"._\",\n \"index_\",\n \",_\",\n \"pd_\",\n \"._\",\n \"Date\",\n \"time\",\n \"Index_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Equal_\",\n \"(_\",\n \"len_\",\n \"(_\",\n \"df_\",\n \")_\",\n \",_\",\n \"5_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"'\",\n \"date\",\n \"'_\",\n \"not_\",\n \"in_\",\n \"df_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Equal_\",\n \"(_\",\n \"df_\",\n \"._\",\n \"index_\",\n \"._\",\n \"name_\",\n \",_\",\n \"'\",\n \"date\",\n \"'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"'\",\n \"visitor\",\n \"s\",\n \"'_\",\n \"in_\",\n \"df_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"(_\",\n \"df2_\",\n \"._\",\n \"index_\",\n \">_\",\n \"df1_\",\n \"._\",\n \"index_\",\n \")_\",\n \"._\",\n \"all_\",\n \"(_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"except_\",\n \"Auth\",\n \"entica\",\n \"tion\",\n \"Config\",\n \"Error_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"raise_\",\n \"nose_\",\n \"._\",\n \"Ski\",\n \"p\",\n \"Test_\",\n \"(_\",\n \"\\\"\",\n \"authenticat\",\n \"ion\",\n \" \",\n \"error\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"[SEP]_\",\n \"class_\",\n \"Test\",\n \"Goo\",\n \"gle_\",\n \"(_\",\n \"tm_\",\n \"._\",\n \"Test\",\n \"Case_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"@_\",\n \"with\",\n \"\\\\u\",\n \"connecti\",\n \"vity\",\n \"\\\\u\",\n \"check_\",\n \"(_\",\n \"\\\"\",\n \"http\",\n \"://\",\n \"www\",\n \".\",\n \"google\",\n \".\",\n \"com\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"test\\\\u\",\n \"segment_\",\n \"(_\",\n \"self_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"try_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"end\",\n \"\\\\u\",\n \"date_\",\n \"=_\",\n \"datetime_\",\n \"._\",\n \"now_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"start\",\n \"\\\\u\",\n \"date_\",\n \"=_\",\n \"end\",\n \"\\\\u\",\n \"date_\",\n \"-_\",\n \"pd_\",\n \"._\",\n \"offsets_\",\n \"._\",\n \"Day_\",\n \"(_\",\n \")_\",\n \"*_\",\n \"5_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"end\",\n \"\\\\u\",\n \"date_\",\n \"=_\",\n \"end\",\n \"\\\\u\",\n \"date_\",\n \"._\",\n \"strftime_\",\n \"(_\",\n \"'%\",\n \"Y\",\n \"-%\",\n \"m\",\n \"-%\",\n \"d\",\n \"'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"start\",\n \"\\\\u\",\n \"date_\",\n \"=_\",\n \"start\",\n \"\\\\u\",\n \"date_\",\n \"._\",\n \"strftime_\",\n \"(_\",\n \"'%\",\n \"Y\",\n \"-%\",\n \"m\",\n \"-%\",\n \"d\",\n \"'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"reader_\",\n \"=_\",\n \"GA\",\n \"nal\",\n \"yti\",\n \"cs_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"df_\",\n \"=_\",\n \"reader_\",\n \"._\",\n \"get\",\n \"\\\\u\",\n \"data_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"metrics_\",\n \"=_\",\n \"[_\",\n \"'\",\n \"avg\",\n \"Time\",\n \"On\",\n \"Site\",\n \"'_\",\n \",_\",\n \"'\",\n \"visitor\",\n \"s\",\n \"'_\",\n \",_\",\n \"'\",\n \"new\",\n \"Visit\",\n \"s\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"'\",\n \"page\",\n \"views\",\n \"Per\",\n \"Visit\",\n \"'_\",\n \"]_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"start\",\n \"\\\\u\",\n \"date_\",\n \"=_\",\n \"start\",\n \"\\\\u\",\n \"date_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"end\",\n \"\\\\u\",\n \"date_\",\n \"=_\",\n \"end\",\n \"\\\\u\",\n \"date_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"segment_\",\n \"=_\",\n \"-_\",\n \"2_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"dimensions_\",\n \"=_\",\n \"[_\",\n \"'\",\n \"date\",\n \"'_\",\n \",_\",\n \"'\",\n \"hour\",\n \"'_\",\n \"]_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"parse\",\n \"\\\\u\",\n \"dates_\",\n \"=_\",\n \"{_\",\n \"'\",\n \"ts\",\n \"'_\",\n \":_\",\n \"[_\",\n \"'\",\n \"date\",\n \"'_\",\n \",_\",\n \"'\",\n \"hour\",\n \"'_\",\n \"]_\",\n \"}_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"index\",\n \"\\\\u\",\n \"col_\",\n \"=_\",\n \"0_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Is\",\n \"Instance_\",\n \"(_\",\n \"df_\",\n \",_\",\n \"pd_\",\n \"._\",\n \"Data\",\n \"Frame_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Is\",\n \"Instance_\",\n \"(_\",\n \"df_\",\n \"._\",\n \"index_\",\n \",_\",\n \"pd_\",\n \"._\",\n \"Date\",\n \"time\",\n \"Index_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Greater_\",\n \"(_\",\n \"len_\",\n \"(_\",\n \"df_\",\n \")_\",\n \",_\",\n \"1_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"'\",\n \"date\",\n \"'_\",\n \"not_\",\n \"in_\",\n \"df_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"'\",\n \"hour\",\n \"'_\",\n \"not_\",\n \"in_\",\n \"df_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Equal_\",\n \"(_\",\n \"df_\",\n \"._\",\n \"index_\",\n \"._\",\n \"name_\",\n \",_\",\n \"'\",\n \"ts\",\n \"'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"'\",\n \"avg\",\n \"Time\",\n \"On\",\n \"Site\",\n \"'_\",\n \"in_\",\n \"df_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"'\",\n \"visitor\",\n \"s\",\n \"'_\",\n \"in_\",\n \"df_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"'\",\n \"new\",\n \"Visit\",\n \"s\",\n \"'_\",\n \"in_\",\n \"df_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"'\",\n \"page\",\n \"views\",\n \"Per\",\n \"Visit\",\n \"'_\",\n \"in_\",\n \"df_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"#\",\n \" \",\n \"dynamic_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"df_\",\n \"=_\",\n \"read\",\n \"\\\\u\",\n \"ga_\",\n \"(_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"metrics_\",\n \"=_\",\n \"[_\",\n \"'\",\n \"avg\",\n \"Time\",\n \"On\",\n \"Site\",\n \"'_\",\n \",_\",\n \"'\",\n \"visitor\",\n \"s\",\n \"'_\",\n \",_\",\n \"'\",\n \"new\",\n \"Visit\",\n \"s\",\n \"'_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"'\",\n \"page\",\n \"views\",\n \"Per\",\n \"Visit\",\n \"'_\",\n \"]_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"start\",\n \"\\\\u\",\n \"date_\",\n \"=_\",\n \"start\",\n \"\\\\u\",\n \"date_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"end\",\n \"\\\\u\",\n \"date_\",\n \"=_\",\n \"end\",\n \"\\\\u\",\n \"date_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"segment_\",\n \"=_\",\n \"\\\"\",\n \"source\",\n \"=\",\n \"~\",\n \"twit\",\n \"ter\",\n \"\\\"_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"dimensions_\",\n \"=_\",\n \"[_\",\n \"'\",\n \"date\",\n \"'_\",\n \",_\",\n \"'\",\n \"hour\",\n \"'_\",\n \"]_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"parse\",\n \"\\\\u\",\n \"dates_\",\n \"=_\",\n \"{_\",\n \"'\",\n \"ts\",\n \"'_\",\n \":_\",\n \"[_\",\n \"'\",\n \"date\",\n \"'_\",\n \",_\",\n \"'\",\n \"hour\",\n \"'_\",\n \"]_\",\n \"}_\",\n \",_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"index\",\n \"\\\\u\",\n \"col_\",\n \"=_\",\n \"0_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"assert_\",\n \"isinstance_\",\n \"(_\",\n \"df_\",\n \",_\",\n \"pd_\",\n \"._\",\n \"Data\",\n \"Frame_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"assert_\",\n \"isinstance_\",\n \"(_\",\n \"df_\",\n \"._\",\n \"index_\",\n \",_\",\n \"pd_\",\n \"._\",\n \"Date\",\n \"time\",\n \"Index_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Greater_\",\n \"(_\",\n \"len_\",\n \"(_\",\n \"df_\",\n \")_\",\n \",_\",\n \"1_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"'\",\n \"date\",\n \"'_\",\n \"not_\",\n \"in_\",\n \"df_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"'\",\n \"hour\",\n \"'_\",\n \"not_\",\n \"in_\",\n \"df_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"Equal_\",\n \"(_\",\n \"df_\",\n \"._\",\n \"index_\",\n \"._\",\n \"name_\",\n \",_\",\n \"'\",\n \"ts\",\n \"'_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"'\",\n \"avg\",\n \"Time\",\n \"On\",\n \"Site\",\n \"'_\",\n \"in_\",\n \"df_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"'\",\n \"visitor\",\n \"s\",\n \"'_\",\n \"in_\",\n \"df_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"'\",\n \"new\",\n \"Visit\",\n \"s\",\n \"'_\",\n \"in_\",\n \"df_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"self_\",\n \"._\",\n \"assert\",\n \"True_\",\n \"(_\",\n \"'\",\n \"page\",\n \"views\",\n \"Per\",\n \"Visit\",\n \"'_\",\n \"in_\",\n \"df_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"except_\",\n \"Auth\",\n \"entica\",\n \"tion\",\n \"Config\",\n \"Error_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"raise_\",\n \"nose_\",\n \"._\",\n \"Ski\",\n \"p\",\n \"Test_\",\n \"(_\",\n \"\\\"\",\n \"authenticat\",\n \"ion\",\n \" \",\n \"error\",\n \"\\\"_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\"\n]","isConversational":false},"label_sequence":{"kind":"list like","value":[4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,1,2,0,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],"string":"[\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 0,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2\n]","isConversational":false}}},{"rowIdx":199,"cells":{"query_name":{"kind":"string","value":"Unused local variable"},"code_file_path":{"kind":"string","value":"scottrice/Ice/ice/logs.py"},"context_blocks":{"kind":"list like","value":[{"content":"def is_running_in_test():\n current_stack = inspect.stack()\n return any(map(is_test_stack_frame, inspect.stack()))","metadata":"root.is_running_in_test","header":"['module', '___EOS___']","index":28}],"string":"[\n {\n \"content\": \"def is_running_in_test():\\n current_stack = inspect.stack()\\n return any(map(is_test_stack_frame, inspect.stack()))\",\n \"metadata\": \"root.is_running_in_test\",\n \"header\": \"['module', '___EOS___']\",\n \"index\": 28\n }\n]","isConversational":false},"answer_spans":{"kind":"list like","value":[{"span":"current_stack ","start_line":29,"start_column":2,"end_line":29,"end_column":15}],"string":"[\n {\n \"span\": \"current_stack \",\n \"start_line\": 29,\n \"start_column\": 2,\n \"end_line\": 29,\n \"end_column\": 15\n }\n]","isConversational":false},"supporting_fact_spans":{"kind":"list like","value":[],"string":"[]","isConversational":false},"example_type":{"kind":"number","value":1,"string":"1"},"single_hop":{"kind":"bool","value":true,"string":"true"},"subtokenized_input_sequence":{"kind":"list like","value":["[CLS]_","Un","used_","local_","variable_","[SEP]_","module_","\\u\\u\\uEOS\\u\\u\\u_","\\u\\u\\uNL\\u\\u\\u_","\\u\\u\\uDEDENT\\u\\u\\u_","def_","is","\\u","runn","ing","\\u","in","\\u","test_","(_",")_",":_","\\u\\u\\uNEWLINE\\u\\u\\u_","\\u\\u\\uINDENT\\u\\u\\u "," _","current","\\u","stack_","=_","inspect_","._","stack_","(_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_","return_","any_","(_","map_","(_","is","\\u","test\\u","stack","\\u","frame_",",_","inspect_","._","stack_","(_",")_",")_",")_","\\u\\u\\uNEWLINE\\u\\u\\u_"],"string":"[\n \"[CLS]_\",\n \"Un\",\n \"used_\",\n \"local_\",\n \"variable_\",\n \"[SEP]_\",\n \"module_\",\n \"\\\\u\\\\u\\\\uEOS\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uNL\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uDEDENT\\\\u\\\\u\\\\u_\",\n \"def_\",\n \"is\",\n \"\\\\u\",\n \"runn\",\n \"ing\",\n \"\\\\u\",\n \"in\",\n \"\\\\u\",\n \"test_\",\n \"(_\",\n \")_\",\n \":_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"\\\\u\\\\u\\\\uINDENT\\\\u\\\\u\\\\u \",\n \" _\",\n \"current\",\n \"\\\\u\",\n \"stack_\",\n \"=_\",\n \"inspect_\",\n \"._\",\n \"stack_\",\n \"(_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\",\n \"return_\",\n \"any_\",\n \"(_\",\n \"map_\",\n \"(_\",\n \"is\",\n \"\\\\u\",\n \"test\\\\u\",\n \"stack\",\n \"\\\\u\",\n \"frame_\",\n \",_\",\n \"inspect_\",\n \"._\",\n \"stack_\",\n \"(_\",\n \")_\",\n \")_\",\n \")_\",\n \"\\\\u\\\\u\\\\uNEWLINE\\\\u\\\\u\\\\u_\"\n]","isConversational":false},"label_sequence":{"kind":"list like","value":[4,4,4,4,4,4,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,0,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],"string":"[\n 4,\n 4,\n 4,\n 4,\n 4,\n 4,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 0,\n 1,\n 1,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2,\n 2\n]","isConversational":false}}}],"truncated":false,"partial":false},"paginationData":{"pageIndex":1,"numItemsPerPage":100,"numTotalItems":44421,"offset":100,"length":100}},"jwt":"eyJhbGciOiJFZERTQSJ9.eyJyZWFkIjp0cnVlLCJwZXJtaXNzaW9ucyI6eyJyZXBvLmNvbnRlbnQucmVhZCI6dHJ1ZX0sImlhdCI6MTc3MjY4NDMxNywic3ViIjoiL2RhdGFzZXRzL3RoZXB1cnBsZW93bC9jb2RlcXVlcmllcyIsImV4cCI6MTc3MjY4NzkxNywiaXNzIjoiaHR0cHM6Ly9odWdnaW5nZmFjZS5jbyJ9.rzrhGg91w7X1NYUpq9O2HRS6RZcRqjzRKK4spekhIDYg5JFCDJgfR1irTv2E1Y3nMP0l9trT6UDzXIzTP4oiDA","displayUrls":true,"splitSizeSummaries":[{"config":"file_ideal","split":"test","numRows":44421,"numBytesParquet":189889204},{"config":"ideal","split":"train","numRows":102962,"numBytesParquet":354532550},{"config":"ideal","split":"validation","numRows":11183,"numBytesParquet":37784561},{"config":"ideal","split":"test","numRows":57201,"numBytesParquet":189455875},{"config":"prefix","split":"test","numRows":44423,"numBytesParquet":309983994}]},"discussionsStats":{"closed":0,"open":0,"total":0},"fullWidth":true,"hasGatedAccess":true,"hasFullAccess":true,"isEmbedded":false,"savedQueries":{"community":[],"user":[]}}">
query_name stringlengths 13 55 | code_file_path stringlengths 14 194 | context_blocks list | answer_spans list | supporting_fact_spans list | example_type int8 0 1 | single_hop bool 2 classes | subtokenized_input_sequence list | label_sequence list |
|---|---|---|---|---|---|---|---|---|
Unused import | lbryio/lbry/lbrynet/lbrynet_daemon/LBRYDaemon.py | [
{
"content": "import locale\nimport os\nimport sys\nimport simplejson as json\nimport binascii\nimport subprocess\nimport logging\nimport logging.handlers\nimport requests\nimport base64\nimport base58\nimport platform\nimport json\n\nfrom twisted.web import server, resource, static\nfrom twisted.internet impor... | [
{
"span": "import subprocess",
"start_line": 5,
"start_column": 0,
"end_line": 5,
"end_column": 17
},
{
"span": "import base64",
"start_line": 9,
"start_column": 0,
"end_line": 9,
"end_column": 13
},
{
"span": "from lbrynet.lbrynet_console.ControlHandlers import g... | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"import_",
"locale_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"import_",
"os_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"import_",
"sys_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"import_",
"simplejson_",
"as_",
"json_",
"\... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | PyHDI/Pyverilog/tests/dataflow_test/test_dat_case_in_func.py | [
{
"content": "from __future__ import absolute_import\nfrom __future__ import print_function\nimport os\nimport sys\nfrom pyverilog.dataflow.dataflow_analyzer import VerilogDataflowAnalyzer\nfrom pyverilog.dataflow.optimizer import VerilogDataflowOptimizer\nfrom pyverilog.controlflow.controlflow_analyzer import ... | [
{
"span": "import sys",
"start_line": 3,
"start_column": 0,
"end_line": 3,
"end_column": 10
}
] | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"from_",
"\\u\\u",
"future\\u\\u_",
"import_",
"abs",
"olute",
"\\u",
"import_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"from_",
"\\u\\u",
"future\\u\\u_",
"import_",
"print",
"\\u",
"function_",
... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Imprecise assert | bslatkin/dpxdt/tests/workers_test.py | [
{
"content": " def testMultiLevelWorkflow(self):\n \"\"\"Tests a multi-level workflow.\"\"\"\n work = RootWorkflow(5)\n work.root = True\n self.coordinator.input_queue.put(work)\n finished = self.coordinator.output_queue.get()\n\n self.assertTrue(work is finished)\n ... | [
{
"span": "self.assertTrue(work is finished)",
"start_line": 340,
"start_column": 8,
"end_line": 340,
"end_column": 41
},
{
"span": "self.assertTrue(work is finished)",
"start_line": 351,
"start_column": 8,
"end_line": 351,
"end_column": 41
},
{
"span": "self.asse... | [] | 1 | true | [
"[CLS]_",
"Imp",
"reci",
"se_",
"assert_",
"[SEP]_",
"class_",
"Work",
"flow",
"Thread",
"Test_",
"(_",
"unittest_",
"._",
"Test",
"Case_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"test",
"Multi",
"Leve",
"... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Imprecise assert | miguelgrinberg/api-pycon2014/tests/test_api.py | [
{
"content": " def test_password_auth(self):\n self.app.config['USE_TOKEN_AUTH'] = False\n good_client = TestClient(self.app, self.default_username,\n self.default_password)\n rv, json = good_client.get('/api/v1.0/students/')\n self.assertTrue(rv.st... | [
{
"span": "self.assertTrue(rv.status_code == 200)",
"start_line": 34,
"start_column": 8,
"end_line": 34,
"end_column": 46
},
{
"span": "self.assertTrue(rv.status_code == 200)",
"start_line": 40,
"start_column": 8,
"end_line": 40,
"end_column": 46
},
{
"span": "sel... | [] | 1 | true | [
"[CLS]_",
"Imp",
"reci",
"se_",
"assert_",
"[SEP]_",
"class_",
"Test",
"API_",
"(_",
"unittest_",
"._",
"Test",
"Case_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"test\\u",
"password",
"\\u",
"auth_",
"(_",
... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Import of deprecated module | fogleman/FeedNotifier/patch/mf.py | [
{
"content": "\"\"\"Find modules used by a script, using introspection.\"\"\"\n# This module should be kept compatible with Python 2.2, see PEP 291.\n\nfrom __future__ import generators\nimport dis\nimport imp\nimport marshal\nimport os\nimport sys\nimport types\nimport struct\n\nif hasattr(sys.__stdout__, \"ne... | [
{
"span": "sets ",
"start_line": 695,
"start_column": 9,
"end_line": 695,
"end_column": 13
}
] | [] | 1 | true | [
"[CLS]_",
"Import_",
"of_",
"deprecated_",
"module_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\"\"\"",
"Fin",
"d",
" ",
"module",
"s",
" ",
"used",
" ",
"by",
" ",
"a",
" ",
"script",
",",
" ",
"usi",
"ng",
" ",
"introspect",
"ion",
".\"\"\"_",
"\\... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | coderanger/pychef/chef/tests/test_fabric.py | [
{
"content": "import mock\n\nfrom chef.fabric import chef_roledefs\nfrom chef.tests import ChefTestCase, mockSearch\n\n",
"metadata": "root",
"header": "['module', '___EOS___']",
"index": 0
},
{
"content": "class FabricTestCase(ChefTestCase):\n \n",
"metadata": "root.FabricTestCas... | [
{
"span": "from chef.fabric import chef_roledefs",
"start_line": 2,
"start_column": 0,
"end_line": 2,
"end_column": 37
}
] | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"import_",
"mock_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"from_",
"chef",
"_",
"._",
"fabric_",
"import_",
"chef",
"\\u",
"role",
"defs_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"f... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
4,
2,
2,
2,
2,
2... |
Variable defined multiple times | django-bmf/django-bmf/tests/workflow/tests.py | [
{
"content": " def test_validation(self):\n\n # catch validations =======================================================\n\n msg = \"States-class no defined\"\n with self.assertRaises(ImproperlyConfigured, msg=msg):\n class TestWF(Workflow):\n class Transitions... | [
{
"span": "TestWF(",
"start_line": 47,
"start_column": 18,
"end_line": 47,
"end_column": 24
},
{
"span": "TestWF(",
"start_line": 53,
"start_column": 18,
"end_line": 53,
"end_column": 24
},
{
"span": "TestWF(",
"start_line": 59,
"start_column": 18,
"en... | [
{
"span": "TestWF(",
"start_line": 117,
"start_column": 18,
"end_line": 117,
"end_column": 24
}
] | 1 | true | [
"[CLS]_",
"Variable_",
"defined_",
"multiple_",
"times_",
"[SEP]_",
"class_",
"Class",
"Tests_",
"(_",
"Test",
"Case_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"test\\u",
"validation_",
"(_",
"self_",
")_",
":_... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Variable defined multiple times | daeilkim/refinery/refinery/bnpy/bnpy-dev/tests/suffstats/TestParamBag.py | [
{
"content": " def test_insertEmptyComps_K1_D1(self, K=1, D=1):\n A = ParamBag(K=K, D=D)\n s = 123\n N = np.zeros(K)\n x = np.zeros((K,D))\n xxT = np.zeros((K,D,D))\n W = np.zeros((K,K))\n A.setField('s', s)\n A.setField('N', N, dims='K')\n A.setField('x', x, dims=('K','D'))\n A.s... | [
{
"span": "test_insertEmptyComps_K1_D1(",
"start_line": 32,
"start_column": 6,
"end_line": 32,
"end_column": 33
},
{
"span": "x ",
"start_line": 310,
"start_column": 6,
"end_line": 310,
"end_column": 7
},
{
"span": "x ",
"start_line": 346,
"start_column": ... | [
{
"span": "test_insertEmptyComps_K1_D1(",
"start_line": 51,
"start_column": 6,
"end_line": 51,
"end_column": 33
}
] | 1 | true | [
"[CLS]_",
"Variable_",
"defined_",
"multiple_",
"times_",
"[SEP]_",
"class_",
"Test",
"Param",
"Bag",
"_",
"(_",
"unittest_",
"._",
"Test",
"Case_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"test\\u",
"insert",
... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused local variable | osrg/ryu/ryu/tests/unit/ofproto/test_parser_ofpstats.py | [
{
"content": "def _add_tests():\n import functools\n import itertools\n\n class Field(object):\n pass\n\n class Int1(Field):\n @staticmethod\n def generate():\n yield 0\n yield 0xff\n\n class Int2(Field):\n @staticmethod\n def generate():\n... | [
{
"span": "Int1(",
"start_line": 71,
"start_column": 10,
"end_line": 71,
"end_column": 14
},
{
"span": "Int2(",
"start_line": 77,
"start_column": 10,
"end_line": 77,
"end_column": 14
},
{
"span": "Int3(",
"start_line": 84,
"start_column": 10,
"end_line... | [] | 1 | true | [
"[CLS]_",
"Un",
"used_",
"local_",
"variable_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"\\u",
"add",
"\\u",
"tests_",
"(_",
")_",
":_",
"\\u\\u\\uNE... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | amrdraz/kodr/app/brython/www/src/Lib/test/test_tools.py | [
{
"content": "\"\"\"Tests for scripts in the Tools directory.\n\nThis file contains regression tests for some of the scripts found in the\nTools directory of a Python checkout or tarball, such as reindent.py.\n\"\"\"\n\nimport os\nimport sys\nimport importlib.machinery\nimport unittest\nfrom unittest import moc... | [
{
"span": "import shutil",
"start_line": 11,
"start_column": 0,
"end_line": 11,
"end_column": 13
},
{
"span": "from test_unparse import UnparseTestCase",
"start_line": 453,
"start_column": 4,
"end_line": 453,
"end_column": 44
},
{
"span": "from test_unparse import... | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\"\"\"",
"Test",
"s",
" ",
"for",
" ",
"scripts",
" ",
"in",
" ",
"the",
" ",
"Tool",
"s",
" ",
"director",
"y",
".",
"\\",
"10",
";",
"\\",
"10",
";",
"Thi",
"s",
" ... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | tangentlabs/django-fancypages/fancypages/south_migrations/0015_auto__del_field_pagenavigationblock_is_relative.py | [
{
"content": "# -*- coding: utf-8 -*-\nfrom south.utils import datetime_utils as datetime\nfrom south.db import db\nfrom south.v2 import SchemaMigration\nfrom django.db import models\n\n",
"metadata": "root",
"header": "['module', '___EOS___']",
"index": 0
},
{
"content": "class Migration(Sc... | [
{
"span": "from south.utils import datetime_utils as datetime",
"start_line": 1,
"start_column": 0,
"end_line": 1,
"end_column": 50
},
{
"span": "from django.db import models",
"start_line": 4,
"start_column": 0,
"end_line": 4,
"end_column": 28
}
] | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"#",
" ",
"-*-",
" ",
"codi",
"ng",
":",
" ",
"utf",
"-",
"8",
" ",
"-*-",
"_",
"\\u\\u\\uNL\\u\\u\\u_",
"from_",
"south_",
"._",
"utils_",
"import_",
"datetime",
"\\u",
"util... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1,
1,
1,
1,
1,
2,
2,
2,
4,
2,
2,
2,
2,
2,
2... |
Unused import | django-bmf/django-bmf/djangobmf/contrib/timesheet/migrations/0004_remove_uuid.py | [
{
"content": "# -*- coding: utf-8 -*-\nfrom __future__ import unicode_literals\n\nfrom django.db import models, migrations\n\n\n",
"metadata": "root",
"header": "['module', '___EOS___']",
"index": 0
},
{
"content": "class Migration(migrations.Migration):\n\n dependencies = [\n ('dj... | [
{
"span": "from django.db import models, migrations",
"start_line": 3,
"start_column": 0,
"end_line": 3,
"end_column": 40
}
] | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"#",
" ",
"-*-",
" ",
"codi",
"ng",
":",
" ",
"utf",
"-",
"8",
" ",
"-*-",
"_",
"\\u\\u\\uNL\\u\\u\\u_",
"from_",
"\\u\\u",
"future\\u\\u_",
"import_",
"unicode",
"\\u",
"litera... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | sdispater/orator/tests/orm/relations/test_morph.py | [
{
"content": "# -*- coding: utf-8 -*-\n\nimport arrow\nfrom flexmock import flexmock, flexmock_teardown\nfrom ... import OratorTestCase\n\nfrom orator.query.builder import QueryBuilder\nfrom orator.query.grammars import QueryGrammar\nfrom orator.query.expression import QueryExpression\nfrom orator.orm.builder i... | [
{
"span": "import arrow",
"start_line": 2,
"start_column": 0,
"end_line": 2,
"end_column": 12
},
{
"span": "from orator.query.expression import QueryExpression",
"start_line": 8,
"start_column": 0,
"end_line": 8,
"end_column": 51
},
{
"span": "from orator.orm.coll... | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"#",
" ",
"-*-",
" ",
"codi",
"ng",
":",
" ",
"utf",
"-",
"8",
" ",
"-*-",
"_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"import_",
"arrow_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Imprecise assert | WGBH/django-versatileimagefield/tests/tests.py | [
{
"content": " def test_placeholder_image(self):\n \"\"\"Ensure placeholder images work as intended.\"\"\"\n self.jpg.optional_image.create_on_demand = True\n self.assertEqual(\n self.jpg.optional_image.url,\n '/media/__placeholder__/placeholder.png'\n )\n ... | [
{
"span": "self.assertFalse(\n self.jpg.optional_image.field.storage.size(\n self.jpg.optional_image.name\n ) is 0\n )",
"start_line": 265,
"start_column": 8,
"end_line": 269,
"end_column": 9
},
{
"span": "self.assertTrue(\n 'crop' i... | [] | 1 | true | [
"[CLS]_",
"Imp",
"reci",
"se_",
"assert_",
"[SEP]_",
"class_",
"Vers",
"ati",
"le",
"Image",
"Field",
"Test",
"Case_",
"(_",
"Vers",
"ati",
"le",
"Image",
"Field",
"Base",
"Test",
"Case_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\u... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Testing equality to None | gkno/gkno_launcher/src/networkx/drawing/layout.py | [
{
"content": "def shell_layout(G,nlist=None,dim=2,scale=1):\n \"\"\"Position nodes in concentric circles.\n\n Parameters\n ----------\n G : NetworkX graph\n\n nlist : list of lists\n List of node lists for each shell.\n\n dim : int\n Dimension of layout, currently only dim=2 is sup... | [
{
"span": "nlist==None:",
"start_line": 142,
"start_column": 7,
"end_line": 142,
"end_column": 18
},
{
"span": "pos==None:",
"start_line": 268,
"start_column": 7,
"end_line": 268,
"end_column": 16
},
{
"span": "pos==None:",
"start_line": 338,
"start_column... | [] | 1 | true | [
"[CLS]_",
"Test",
"ing_",
"equality",
"_",
"to_",
"None_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"shell",
"\\u",
"layout_",
"(_",
"G_",
",_",
"nli",
"st_",
"=_",
"None_",
",_",
"dim_",
"=_",
"2... | [
4,
4,
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Imprecise assert | packages/psutil/test/test_psutil.py | [
{
"content": " def test_status_constants(self):\n # STATUS_* constants are supposed to be comparable also by\n # using their str representation\n self.assertTrue(psutil.STATUS_RUNNING == 0)\n self.assertTrue(psutil.STATUS_RUNNING == long(0))\n self.assertTrue(psutil.STATUS_... | [
{
"span": "self.assertTrue(psutil.STATUS_RUNNING == 0)",
"start_line": 1071,
"start_column": 8,
"end_line": 1071,
"end_column": 51
},
{
"span": "self.assertTrue(psutil.STATUS_RUNNING == long(0))",
"start_line": 1072,
"start_column": 8,
"end_line": 1072,
"end_column": 57
... | [] | 1 | true | [
"[CLS]_",
"Imp",
"reci",
"se_",
"assert_",
"[SEP]_",
"class_",
"Test",
"Case_",
"(_",
"unittest_",
"._",
"Test",
"Case_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"test\\u",
"status",
"\\u",
"constants_",
"(_"... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused local variable | sassoftware/conary/conary_test/queryreptest.py | [
{
"content": " def testGetTrovesLatestByLabel(self):\n # test out the no trove queries that now use getTrovesLatestByLabel\n trv1 = self.addComponent('foo:run', '/localhost@rpl:branch//rpl:linux/1.0-1-1')\n trv2 = self.addComponent('foo:run', '1.0-1-2')\n trv3 = self.addComponent(... | [
{
"span": "trv1 ",
"start_line": 276,
"start_column": 8,
"end_line": 276,
"end_column": 12
},
{
"span": "v2 ",
"start_line": 302,
"start_column": 8,
"end_line": 302,
"end_column": 10
},
{
"span": "repos ",
"start_line": 547,
"start_column": 8,
"end_lin... | [] | 1 | true | [
"[CLS]_",
"Un",
"used_",
"local_",
"variable_",
"[SEP]_",
"class_",
"Rep",
"Query",
"Test_",
"(_",
"rep",
"help_",
"._",
"Repos",
"itor",
"y",
"Helper_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"test",
"Get... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Variable defined multiple times | kobotoolbox/kobocat/onadata/apps/main/tests/test_form_metadata.py | [
{
"content": " def test_shows_mapbox_layer_after_submit(self):\n self.post_data = {}\n self.post_data['map_name'] = 'test_mapbox_layer'\n self.post_data['link'] = 'http://0.0.0.0:8080'\n response = self.client.post(self.edit_url, self.post_data)\n response = self.client.get... | [
{
"span": "response ",
"start_line": 103,
"start_column": 8,
"end_line": 103,
"end_column": 16
}
] | [
{
"span": "response ",
"start_line": 104,
"start_column": 8,
"end_line": 104,
"end_column": 16
}
] | 1 | true | [
"[CLS]_",
"Variable_",
"defined_",
"multiple_",
"times_",
"[SEP]_",
"class_",
"Test",
"Form",
"Metadata_",
"(_",
"Test",
"Base_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"test\\u",
"show",
"s",
"\\u",
"map",
... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Imprecise assert | nii-cloud/dodai-compute/nova/tests/api/openstack/__init__.py | [
{
"content": " def exhaust(self, middleware, method, url, username, times):\n req = Request.blank(url, dict(REQUEST_METHOD=method),\n headers={'X-Auth-User': username})\n req.environ['nova.context'] = context.RequestContext(username,\n usern... | [
{
"span": "self.assertTrue('Retry-After' in resp.headers)",
"start_line": 66,
"start_column": 8,
"end_line": 66,
"end_column": 54
},
{
"span": "self.assertTrue(set(middleware.limiter._levels) == \\\n set(['usr1:POST', 'usr1:POST servers', 'usr2:POST']))",
"star... | [] | 1 | true | [
"[CLS]_",
"Imp",
"reci",
"se_",
"assert_",
"[SEP]_",
"class_",
"Rat",
"e",
"Limit",
"ing",
"Mid",
"dle",
"ware",
"Test_",
"(_",
"test_",
"._",
"Test",
"Case_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"exh... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | Shopify/shopify_python_api/test/order_test.py | [
{
"content": "import shopify\nfrom test.test_helper import TestCase\nfrom pyactiveresource.activeresource import ActiveResource\nfrom pyactiveresource.util import xml_to_dict\n\n",
"metadata": "root",
"header": "['module', '___EOS___']",
"index": 0
},
{
"content": "class OrderTest(TestCase):... | [
{
"span": "from pyactiveresource.activeresource import ActiveResource",
"start_line": 2,
"start_column": 0,
"end_line": 2,
"end_column": 58
}
] | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"import_",
"shop",
"ify_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"from_",
"test_",
"._",
"test\\u",
"helper_",
"import_",
"Test",
"Case_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"from_",
"pya",
"ctive",
"... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Testing equality to None | open-cloud/xos/xos/core/views/hpc_config.py | [
{
"content": "def HpcConfig(request):\n hpcSlice=None\n cmiSlice=None\n redirSlice=None\n demuxSlice=None\n\n node_slicename = request.GET.get(\"slicename\", None)\n if not node_slicename:\n return HttpResponseServerError(\"Error: no slicename passed in request\")\n\n # search for an... | [
{
"span": "redirSlice==None)",
"start_line": 68,
"start_column": 8,
"end_line": 68,
"end_column": 24
},
{
"span": "demuxSlice==None)",
"start_line": 68,
"start_column": 30,
"end_line": 68,
"end_column": 46
}
] | [] | 1 | true | [
"[CLS]_",
"Test",
"ing_",
"equality",
"_",
"to_",
"None_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"Hp",
"c",
"Config_",
"(_",
"request_",
")_",
":_",
"\\u\\u\\uNEWLINE\\u\\u\\... | [
4,
4,
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Signature mismatch in overriding method | dssg/ushine-learning/dssg/classifier.py | [
{
"content": "class DssgBinaryClassifier(object):\n\n \"\"\" This is meant to be an abstract class\n \"\"\"\n\n\n\n\n\n pass",
"metadata": "root.DssgBinaryClassifier",
"header": "['module', '___EOS___']",
"index": 28
},
{
"content": " def __init__(self):\n pass",
"meta... | [
{
"span": "def train(self, binaryLabeledMessageList):",
"start_line": 63,
"start_column": 4,
"end_line": 63,
"end_column": 46
},
{
"span": "def train(self, messageList):",
"start_line": 113,
"start_column": 4,
"end_line": 113,
"end_column": 33
},
{
"span": "def tr... | [
{
"span": "def train(binaryLabeledMessageList):",
"start_line": 36,
"start_column": 4,
"end_line": 36,
"end_column": 40
}
] | 1 | false | [
"[CLS]_",
"Signature_",
"mismatch_",
"in_",
"overrid",
"ing_",
"method_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"class_",
"Ds",
"sg",
"Bin",
"ary",
"Classifier_",
"(_",
"object_",
")_",
":_",
"\\u\\u\\uNEWLINE... | [
4,
4,
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | hycis/Pynet/hps/deprecated/AE.py | [
{
"content": "\nfrom jobman import DD, expand, flatten\n\nimport pynet.layer as layer\nfrom pynet.model import *\nfrom pynet.layer import *\nfrom pynet.datasets.mnist import Mnist, Mnist_Blocks\nimport pynet.datasets.spec as spec\nimport pynet.datasets.mnist as mnist\nimport pynet.datasets.transfactor as tf\nim... | [
{
"span": "from jobman import DD, expand, flatten",
"start_line": 1,
"start_column": 0,
"end_line": 1,
"end_column": 38
},
{
"span": "from pynet.datasets.mnist import Mnist, Mnist_Blocks",
"start_line": 6,
"start_column": 0,
"end_line": 6,
"end_column": 52
},
{
"s... | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"from_",
"job",
"man_",
"import_",
"DD",
"_",
",_",
"expand_",
",_",
"flatten_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"import_",
"pyn",
"et_",
"... | [
4,
4,
4,
4,
4,
2,
2,
2,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2... |
Unused import | cloudera/hue/desktop/core/ext-py/South-1.0.2/south/management/commands/datamigration.py | [
{
"content": "\"\"\"\nData migration creation command\n\"\"\"\n\nfrom __future__ import print_function\n\nimport sys\nimport os\nimport re\nfrom optparse import make_option\n\ntry:\n set\nexcept NameError:\n from sets import Set as set\n\nfrom django.core.management.base import BaseCommand\nfrom django.co... | [
{
"span": "from django.core.management.color import no_style",
"start_line": 17,
"start_column": 0,
"end_line": 17,
"end_column": 49
},
{
"span": "from south.exceptions import NoMigrations",
"start_line": 22,
"start_column": 0,
"end_line": 22,
"end_column": 41
}
] | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\"\"\"",
"\\",
"10",
";",
"Data",
" ",
"migrati",
"on",
" ",
"creati",
"on",
" ",
"command",
"\\",
"10",
";\"\"\"_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"from_",
... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | posborne/mlcollection/mlcollection/lib/reinforcement/simple_rl.py | [
{
"content": "'''\nCreated on Mar 23, 2010\n@author: Zachary Varberg\n'''\n\nfrom numpy import *\nimport scipy as Sci\nimport scipy.linalg\nimport copy\nfrom matplotlib import pyplot \n\nimport abstract_rl\nimport lib.matplotlib_util as mpl_util\n\n\nif __name__==\"__main__\":\n rl = Simple_RL(.1,.95)\n r... | [
{
"span": "import scipy as Sci",
"start_line": 6,
"start_column": 0,
"end_line": 6,
"end_column": 19
},
{
"span": "import scipy.linalg",
"start_line": 7,
"start_column": 0,
"end_line": 7,
"end_column": 19
},
{
"span": "import copy",
"start_line": 8,
"start... | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"'''",
"\\",
"10",
";",
"Creat",
"ed",
" ",
"on",
" ",
"Mar",
" ",
"23",
",",
" ",
"2010",
"\\",
"10",
";",
"@",
"author",
":",
" ",
"Za",
"char",
"y",
" ",
"Var",
"... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1,
1,
1,
1,
2,
0,
1,
1,
1,
2,
0,
1,
2,
2,
2,
2... |
Unused import | sunlightlabs/clearspending/animation/views.py | [
{
"content": "import settings\nfrom django.http import HttpResponse, HttpResponseRedirect\nfrom django.shortcuts import render_to_response, get_object_or_404\nfrom django.template import RequestContext\n\n",
"metadata": "root",
"header": "['module', '___EOS___']",
"index": 0
},
{
"content": ... | [
{
"span": "import settings",
"start_line": 0,
"start_column": 0,
"end_line": 0,
"end_column": 15
},
{
"span": "from django.http import HttpResponse, HttpResponseRedirect",
"start_line": 1,
"start_column": 0,
"end_line": 1,
"end_column": 58
},
{
"span": "from djang... | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"import_",
"settings_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"from_",
"django_",
"._",
"http_",
"import_",
"Http",
"Response_",
",_",
"Http",
"Respons",
"e",
"Redirect_",
"\\u\\u\\uNEWLINE\\u\\u\\... | [
4,
4,
4,
4,
4,
2,
2,
0,
1,
2,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Imprecise assert | circus-tent/circus/circus/tests/test_process.py | [
{
"content": " def test_base(self):\n cmd = PYTHON\n args = \"-c 'import time; time.sleep(10)'\"\n process = Process('test', 1, cmd, args=args, shell=False,\n use_fds=USE_FDS)\n try:\n info = process.info()\n self.assertEqual(process.... | [
{
"span": "self.assertTrue(age > 0.)",
"start_line": 66,
"start_column": 12,
"end_line": 66,
"end_column": 37
},
{
"span": "self.assertTrue(p1 < p2)",
"start_line": 113,
"start_column": 8,
"end_line": 113,
"end_column": 32
},
{
"span": "self.assertFalse(p1 == p2)"... | [] | 1 | true | [
"[CLS]_",
"Imp",
"reci",
"se_",
"assert_",
"[SEP]_",
"class_",
"Test",
"Process_",
"(_",
"Test",
"Circ",
"us_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uINDENT\\u\\u\\u ",
" _",
"def_",
"test\\u",
"base_",
"(_",
"self_",
")_",
":_",... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Except block handles 'BaseException' | lsaffre/lino/lino/utils/html2text.py | [
{
"content": "#!/usr/bin/env python\n\"\"\"html2text: Turn HTML into equivalent Markdown-structured text.\n\nThis is an almost unmodified copy of Aaron Swartz's \n`html2text <http://www.aaronsw.com/2002/html2text/>`.\n\nLino uses this in :mod:`lino_xl.lib.outbox`\nfor attaching a text version of a generated ema... | [
{
"span": "except:",
"start_line": 54,
"start_column": 0,
"end_line": 54,
"end_column": 7
},
{
"span": "except:",
"start_line": 64,
"start_column": 0,
"end_line": 64,
"end_column": 7
}
] | [] | 1 | true | [
"[CLS]_",
"Except",
"_",
"block_",
"handles_",
"'",
"Base",
"Except",
"ion",
"'_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"#!",
"/",
"usr",
"/",
"bin",
"/",
"env",
" ",
"python_",
"\\u\\u\\uNL\\u\\u\\u_",
"\"\"\"",
"html",
"2te",
"xt",
":",
" ",
"Tur... | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Imprecise assert | girder/girder/tests/cases/model_test.py | [
{
"content": " def testModelFiltering(self):\n users = ({\n 'email': 'good@email.com',\n 'login': 'goodlogin',\n 'firstName': 'First',\n 'lastName': 'Last',\n 'password': 'goodpassword'\n }, {\n 'email': 'regularuser@email.com',\... | [
{
"span": "self.assertTrue('sa' in filtered)",
"start_line": 97,
"start_column": 8,
"end_line": 97,
"end_column": 41
},
{
"span": "self.assertTrue('write' in filtered)",
"start_line": 98,
"start_column": 8,
"end_line": 98,
"end_column": 44
},
{
"span": "self.asser... | [] | 1 | true | [
"[CLS]_",
"Imp",
"reci",
"se_",
"assert_",
"[SEP]_",
"class_",
"Model",
"Test",
"Case_",
"(_",
"base_",
"._",
"Test",
"Case_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"test",
"Model",
"Filtering",
"_",
"(_"... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Except block handles 'BaseException' | MLWave/kepler-mapper/km.py | [
{
"content": " def fit_transform(self, X, projection=\"sum\", scaler=preprocessing.MinMaxScaler()):\n # Creates the projection/lens from X. \n #\n # Input: X. Input features as a numpy array.\n # Output: projected_X. original data transformed to a projection (lens).\n # \n # paramete... | [
{
"span": "except:",
"start_line": 60,
"start_column": 8,
"end_line": 60,
"end_column": 15
}
] | [] | 1 | true | [
"[CLS]_",
"Except",
"_",
"block_",
"handles_",
"'",
"Base",
"Except",
"ion",
"'_",
"[SEP]_",
"class_",
"Ke",
"ple",
"r",
"Mapper_",
"(_",
"object_",
")_",
":_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"#",
" ",
"With",
" ",
"this",
" ",
"class",
" ",
"you",
" ",
"... | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | cocagne/paxos/test/test_external.py | [
{
"content": "import sys\nimport os.path\nimport heapq\n\nimport unittest\n\nthis_dir = os.path.dirname(os.path.abspath(__file__))\nsys.path.append( os.path.dirname(this_dir) )\n\nfrom paxos import external\n\nimport test_practical\nfrom test_practical import PID\n\n\n \n\n\n \n \n\n\n ... | [
{
"span": "import heapq",
"start_line": 2,
"start_column": 0,
"end_line": 2,
"end_column": 12
}
] | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"import_",
"sys_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"import_",
"os_",
"._",
"path_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"import_",
"heapq_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"import... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | wrongwaycn/ssdb-py/ssdb/_compat.py | [
{
"content": "#coding=utf-8\n\nimport sys\n\nif sys.version_info[0] < 3:\n #python2.x\n from urlparse import urlparse\n from itertools import imap, izip\n from string import letters as ascii_letters\n from Queue import Queue\n try:\n from cStringIO import StringIO as BytesIO\n except... | [
{
"span": "from urllib.parse import urlparse",
"start_line": 31,
"start_column": 4,
"end_line": 31,
"end_column": 37
},
{
"span": "from string import ascii_letters",
"start_line": 32,
"start_column": 4,
"end_line": 32,
"end_column": 36
},
{
"span": "from io import... | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"#",
"codi",
"ng",
"=",
"utf",
"-",
"8_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"import_",
"sys_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"if_",
"sys_",
"._",
... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | appcelerator-archive/poc-nodejs-desktop/Resources/nodejs/builds/linux/node/lib/node/wafadmin/pproc.py | [
{
"content": "# borrowed from python 2.5.2c1\n# Copyright (c) 2003-2005 by Peter Astrand <astrand@lysator.liu.se>\n# Licensed to PSF under a Contributor Agreement.\n\nimport sys\nmswindows = (sys.platform == \"win32\")\n\nimport os\nimport types\nimport traceback\nimport gc\n\n\nif mswindows:\n import thread... | [
{
"span": "import errno",
"start_line": 46,
"start_column": 4,
"end_line": 46,
"end_column": 16
}
] | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"#",
" ",
"borrow",
"ed",
" ",
"from",
" ",
"python",
" ",
"2.5",
".2",
"c1_",
"\\u\\u\\uNL\\u\\u\\u_",
"#",
" ",
"Copy",
"right",
" ",
"(",
"c",
")",
" ",
"2003",
"-",
"2... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Except block handles 'BaseException' | callowayproject/django-livevalidation/livevalidation/templatetags/live_validation.py | [
{
"content": " def render(self, context):\n result = ['<script type=\"text/javascript\">']\n self.form = context[self.form]\n self.formcls = self.form.__class__\n try:\n # admin formset\n fields = self.form.form.fields\n prefix = '%s-'%self.form.pr... | [
{
"span": "except:",
"start_line": 36,
"start_column": 8,
"end_line": 36,
"end_column": 15
}
] | [] | 1 | true | [
"[CLS]_",
"Except",
"_",
"block_",
"handles_",
"'",
"Base",
"Except",
"ion",
"'_",
"[SEP]_",
"class_",
"Validat",
"ion",
"Node_",
"(_",
"template_",
"._",
"Node_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"\\u\\u\\uDE... | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Variable defined multiple times | pydata/pandas/pandas/tests/series/test_misc_api.py | [
{
"content": " def test_ndarray_compat(self):\n\n # test numpy compat with Series as sub-class of NDFrame\n tsdf = DataFrame(np.random.randn(1000, 3), columns=['A', 'B', 'C'],\n index=date_range('1/1/2000', periods=1000))\n\n def f(x):\n return x[x.argm... | [
{
"span": "result ",
"start_line": 303,
"start_column": 8,
"end_line": 303,
"end_column": 14
}
] | [
{
"span": "result ",
"start_line": 314,
"start_column": 8,
"end_line": 314,
"end_column": 14
}
] | 1 | true | [
"[CLS]_",
"Variable_",
"defined_",
"multiple_",
"times_",
"[SEP]_",
"class_",
"Test",
"Serie",
"s",
"Mis",
"c_",
"(_",
"Test",
"Data_",
",_",
"Share",
"d",
"With",
"Spar",
"se_",
",_",
"tm_",
"._",
"Test",
"Case_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | anandology/pyjamas/library/gwt/Canvas2D.py | [
{
"content": "# Canvas wrapper component for Pyjamas\n# Ported by Willie Gollino from Canvas component for GWT - Originally by Alexei Sokolov http://gwt.components.googlepages.com/\n#\n# Canvas API reference:\n# http://developer.apple.com/documentation/AppleApplications/Reference/SafariJSRef/Classes/Canvas.html... | [
{
"span": "from pyjamas.ui import Event",
"start_line": 14,
"start_column": 0,
"end_line": 14,
"end_column": 28
},
{
"span": "from pyjamas.ui import MouseListener",
"start_line": 15,
"start_column": 0,
"end_line": 15,
"end_column": 36
},
{
"span": "from pyjamas.ui... | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"#",
" ",
"Can",
"vas",
" ",
"wrapp",
"er",
" ",
"component",
" ",
"for",
" ",
"Py",
"jam",
"as_",
"\\u\\u\\uNL\\u\\u\\u_",
"#",
" ",
"Port",
"ed",
" ",
"by",
" ",
"Willi",
... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused local variable | CGATOxford/cgat/scripts/snp2table.py | [
{
"content": " def update(self, snp):\n '''update with snp.'''\n\n junctions = list(self.mJunctions.get(snp.chromosome,\n snp.pos,\n snp.pos + 1))\n\n self.mResults = []\n\n reference_base = sn... | [
{
"span": "reference_base ",
"start_line": 439,
"start_column": 8,
"end_line": 439,
"end_column": 22
},
{
"span": "lcontig ",
"start_line": 570,
"start_column": 8,
"end_line": 570,
"end_column": 15
},
{
"span": "lcontig ",
"start_line": 606,
"start_column"... | [] | 1 | true | [
"[CLS]_",
"Un",
"used_",
"local_",
"variable_",
"[SEP]_",
"class_",
"Base",
"Annot",
"ator",
"Spl",
"ice",
"Site",
"s_",
"(_",
"Base",
"Annot",
"ator_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"update_",
"(... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Imprecise assert | letsencrypt/letsencrypt/certbot/tests/cli_test.py | [
{
"content": " def test_help(self):\n self.assertRaises(SystemExit, self._call, ['--help'])\n self.assertRaises(SystemExit, self._call, ['--help', 'all'])\n plugins = disco.PluginsRegistry.find_all()\n out = self._help_output(['--help', 'all'])\n self.assertTrue(\"--configu... | [
{
"span": "self.assertTrue(\"--configurator\" in out)",
"start_line": 93,
"start_column": 8,
"end_line": 93,
"end_column": 48
},
{
"span": "self.assertTrue(\"how a cert is deployed\" in out)",
"start_line": 94,
"start_column": 8,
"end_line": 94,
"end_column": 56
},
{
... | [] | 1 | true | [
"[CLS]_",
"Imp",
"reci",
"se_",
"assert_",
"[SEP]_",
"class_",
"CLI",
"Test_",
"(_",
"unittest_",
"._",
"Test",
"Case_",
")_",
":_",
"#",
" ",
"pylint",
":",
" ",
"disable",
"=",
"too",
"-",
"many",
"-",
"public",
"-",
"methods_",
"\\u\\u\\uEOS\\u\\u\\u_",... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Except block handles 'BaseException' | weblabdeusto/weblabdeusto/tools/wcloud/wcloud/test/test_wcloud_tasks.py | [
{
"content": " def tearDown(self):\n\n # Delete the deployed directory.\n try:\n pass\n #shutil.rmtree(\"weblabtest\")\n except:\n pass\n\n # Remove running weblab instances.\n os.system(\"kill $(ps aux | grep 'python -OO.*wcloud' | awk '{pr... | [
{
"span": "except:",
"start_line": 190,
"start_column": 8,
"end_line": 190,
"end_column": 15
},
{
"span": "except:",
"start_line": 204,
"start_column": 8,
"end_line": 204,
"end_column": 15
},
{
"span": "except:",
"start_line": 212,
"start_column": 8,
"... | [] | 1 | true | [
"[CLS]_",
"Except",
"_",
"block_",
"handles_",
"'",
"Base",
"Except",
"ion",
"'_",
"[SEP]_",
"class_",
"Test",
"Wc",
"loud",
"Tasks_",
"(_",
"unittest_",
"._",
"Test",
"Case_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_... | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Variable defined multiple times | Jackeriss/Email_My_PC/shell/shellcon.py | [
{
"content": "# Generated by h2py from \\mssdk\\include\\shlobj.h and shellapi.h\nWM_USER = 1024\nDROPEFFECT_NONE = 0\nDROPEFFECT_COPY = 1\nDROPEFFECT_MOVE = 2\nDROPEFFECT_LINK = 4\nDROPEFFECT_SCROLL = -2147483648\n\nFO_MOVE = 1\nFO_COPY = 2\nFO_DELETE = 3\nFO_RENAME = 4\n\n## File operation flags used with she... | [
{
"span": "FO_MOVE ",
"start_line": 8,
"start_column": 0,
"end_line": 8,
"end_column": 7
},
{
"span": "FO_COPY ",
"start_line": 9,
"start_column": 0,
"end_line": 9,
"end_column": 7
},
{
"span": "FO_DELETE ",
"start_line": 10,
"start_column": 0,
"end_li... | [
{
"span": "SEE_MASK_CLASSNAME ",
"start_line": 78,
"start_column": 0,
"end_line": 78,
"end_column": 18
},
{
"span": "SEE_MASK_CLASSKEY ",
"start_line": 79,
"start_column": 0,
"end_line": 79,
"end_column": 17
},
{
"span": "SEE_MASK_IDLIST ",
"start_line": 80,
... | 1 | true | [
"[CLS]_",
"Variable_",
"defined_",
"multiple_",
"times_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"#",
" ",
"Generate",
"d",
" ",
"by",
" ",
"h2",
"py",
" ",
"from",
" ",
"\\\\",
"mss",
"dk",
"\\\\",
"include",
"\\\\",
"shl",
"obj",
".",
"h",
" ",
... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Imprecise assert | dtroyer/python-openstackclient/openstackclient/tests/image/v2/test_image.py | [
{
"content": " def test_image_set_tag_merge(self):\n old_image = copy.copy(image_fakes.IMAGE)\n old_image['tags'] = ['old1', 'new2']\n self.images_mock.get.return_value = self.model(**old_image)\n arglist = [\n '--tag', 'test-tag',\n image_fakes.image_name,\n... | [
{
"span": "self.assertTrue('tags' in k)",
"start_line": 1104,
"start_column": 8,
"end_line": 1104,
"end_column": 36
},
{
"span": "self.assertTrue('tags' in k)",
"start_line": 1130,
"start_column": 8,
"end_line": 1130,
"end_column": 36
}
] | [] | 1 | true | [
"[CLS]_",
"Imp",
"reci",
"se_",
"assert_",
"[SEP]_",
"class_",
"Test",
"Image",
"Set_",
"(_",
"Test",
"Image_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"test\\u",
"image",
"\\u",
"set\\u",
"tag",
"\\u",
"me... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
'import *' may pollute namespace | ardekantur/pyglet/experimental/mt_media/drivers/pulse/lib_pulseaudio.py | [
{
"content": "'''Wrapper for pulse\n\nGenerated with:\ntools/genwrappers.py pulseaudio\n\nDo not modify this file.\n'''\n\n__docformat__ = 'restructuredtext'\n__version__ = '$Id: wrap.py 1694 2008-01-30 23:12:00Z Alex.Holkner $'\n\nimport ctypes\nfrom ctypes import *\n\nimport pyglet.lib\n\n_lib = pyglet.lib.l... | [
{
"span": "from ctypes import *",
"start_line": 12,
"start_column": 0,
"end_line": 12,
"end_column": 20
}
] | [] | 1 | true | [
"[CLS]_",
"'",
"import",
" ",
"*'_",
"may",
"_",
"poll",
"ute",
"_",
"namespace_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"'''",
"Wrapper",
" ",
"for",
" ",
"pulse",
"\\",
"10",
";",
"\\",
"10",
";",
"Generate",
"d",
" ",
"with",
":",
"\\",
"10... | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | zrong/wpcmd/wpcmd/__init__.py | [
{
"content": "#########################################\n# __init__.py\n#\n# Author zrong(zengrong.net)\n# Creation 2014-11-18\n# Modification 2015-11-22\n#########################################\n\nimport sys\nimport os\nimport logging\nimport importlib\nimport argparse\n\n__all__ = ['util', 'new', 'show', 'u... | [
{
"span": "import rookout",
"start_line": 18,
"start_column": 4,
"end_line": 18,
"end_column": 18
},
{
"span": "from wpcmd.base import (Conf, TermCache)",
"start_line": 23,
"start_column": 0,
"end_line": 23,
"end_column": 40
}
] | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"###########",
"###########",
"###########",
"######",
"##",
"_",
"\\u\\u\\uNL\\u\\u\\u_",
"#",
" ",
"\\u\\u",
"init",
"\\u\\u",
".",
"py_",
"\\u\\u\\uNL\\u\\u\\u_",
"#",
"_",
"\\u\\u\\... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | zlorf/django-synchro/synchro/__init__.py | [
{
"content": "# flake8: noqa\nfrom signals import DisableSynchroLog, disable_synchro_log\nfrom utility import NaturalManager, reset_synchro\nfrom management.commands.synchronize import call_synchronize\n\ndefault_app_config = 'synchro.apps.SynchroConfig'\n",
"metadata": "root",
"header": "['module', '__... | [
{
"span": "from signals import DisableSynchroLog, disable_synchro_log",
"start_line": 1,
"start_column": 0,
"end_line": 1,
"end_column": 58
},
{
"span": "from utility import NaturalManager, reset_synchro",
"start_line": 2,
"start_column": 0,
"end_line": 2,
"end_column": 4... | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"#",
" ",
"flake",
"8",
":",
" ",
"no",
"qa_",
"\\u\\u\\uNL\\u\\u\\u_",
"from_",
"signals_",
"import_",
"Disa",
"ble",
"Synchro",
"Log_",
",_",
"disable",
"\\u",
"sync",
"hro",
... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2... |
Imprecise assert | openstack-infra/shade/shade/tests/functional/test_identity.py | [
{
"content": " def test_list_role_assignments(self):\n if self.identity_version in ('2', '2.0'):\n self.skipTest(\"Identity service does not support role assignments\")\n assignments = self.cloud.list_role_assignments()\n self.assertIsInstance(assignments, list)\n self.... | [
{
"span": "self.assertTrue(len(assignments) > 0)",
"start_line": 133,
"start_column": 8,
"end_line": 133,
"end_column": 45
},
{
"span": "self.assertTrue(len(assignments) > 0)",
"start_line": 141,
"start_column": 8,
"end_line": 141,
"end_column": 45
},
{
"span": "s... | [] | 1 | true | [
"[CLS]_",
"Imp",
"reci",
"se_",
"assert_",
"[SEP]_",
"class_",
"Test",
"Identity_",
"(_",
"base_",
"._",
"Base",
"Function",
"al",
"Test",
"Case_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"test\\u",
"list",
... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Except block handles 'BaseException' | mozilla/inventory/api_v2/keyvalue_handler.py | [
{
"content": "from piston.handler import BaseHandler, rc\nfrom systems.models import System, SystemRack,SystemStatus,NetworkAdapter,KeyValue\nfrom truth.models import Truth, KeyValue as TruthKeyValue\nfrom dhcp.DHCP import DHCP as DHCPInterface\nfrom dhcp.models import DHCP\nfrom MacroExpansion import MacroExpa... | [
{
"span": "except:",
"start_line": 10,
"start_column": 0,
"end_line": 10,
"end_column": 7
},
{
"span": "except:",
"start_line": 44,
"start_column": 12,
"end_line": 44,
"end_column": 19
},
{
"span": "except:",
"start_line": 60,
"start_column": 12,
"end_... | [] | 1 | true | [
"[CLS]_",
"Except",
"_",
"block_",
"handles_",
"'",
"Base",
"Except",
"ion",
"'_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"from_",
"pis",
"ton_",
"._",
"handler_",
"import_",
"Base",
"Handler_",
",_",
"rc_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"from_",
"systems_",... | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | kvh/ramp/ramp/folds.py | [
{
"content": "import logging\nimport random\n\nimport numpy as np\nimport pandas as pd\n\nfrom ramp.builders import build_target_safe\n\n#TODO: how to repeat folds?\n\n\n\n\n\n\n\n\n\n\n\n\n\n\nmake_default_folds = BasicFolds\n",
"metadata": "root",
"header": "['module', '___EOS___']",
"index": 0
... | [
{
"span": "import random",
"start_line": 1,
"start_column": 0,
"end_line": 1,
"end_column": 13
}
] | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"import_",
"logging_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"import_",
"random_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"import_",
"numpy_",
"as_",
"np_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
0,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Imprecise assert | flashingpumpkin/django-socialregistration/socialregistration/contrib/openid/tests.py | [
{
"content": " def test_tag_renders_correctly(self):\n render = lambda tpl: template.Template(\n tpl).render(template.Context({'request':None}))\n \n tpl = \"\"\"{% load openid %}{% openid_form %}\"\"\"\n \n rendered = render(tpl)\n\n self.assertTrue('form'... | [
{
"span": "self.assertTrue('form' in rendered)",
"start_line": 14,
"start_column": 8,
"end_line": 14,
"end_column": 43
},
{
"span": "self.assertTrue('https://www.google.com/accounts/o8/id' in rendered)",
"start_line": 23,
"start_column": 8,
"end_line": 23,
"end_column": 7... | [] | 1 | true | [
"[CLS]_",
"Imp",
"reci",
"se_",
"assert_",
"[SEP]_",
"class_",
"Test",
"Templa",
"te",
"Tag_",
"(_",
"Test",
"Case_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"\\u\\u\\uINDENT\\u\\u\\u ",
" _",
"def_",
"test\\u",
"tag",
"\\u",
"render",
... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Imprecise assert | SmokinCaterpillar/pypet/pypet/tests/integration/environment_test.py | [
{
"content": " def test_full_store(self):\n filename = make_temp_dir('full_store.hdf5')\n with Environment(filename=filename,\n log_config=get_log_config()) as env:\n\n traj = env.v_trajectory\n\n traj.par.x = Parameter('x', 3, 'jj')\n\n ... | [
{
"span": "self.assertTrue('hi' in traj)",
"start_line": 77,
"start_column": 12,
"end_line": 77,
"end_column": 41
},
{
"span": "self.assertTrue(nchildren > 0)",
"start_line": 307,
"start_column": 12,
"end_line": 307,
"end_column": 42
},
{
"span": "self.assertTrue(... | [] | 1 | true | [
"[CLS]_",
"Imp",
"reci",
"se_",
"assert_",
"[SEP]_",
"class_",
"Full",
"Stor",
"age",
"Test_",
"(_",
"Trajector",
"y",
"Compara",
"tor_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"def_",
"test\\u",
"full",
"\\u",
"store_",
"(_",
"self_",
")... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Flask app is run in debug mode | flask-admin/flask-admin/examples/pymongo/app.py | [
{
"content": "import pymongo\nfrom bson.objectid import ObjectId\n\nfrom flask import Flask\nimport flask_admin as admin\n\nfrom wtforms import form, fields\n\nfrom flask_admin.form import Select2Widget\nfrom flask_admin.contrib.pymongo import ModelView, filters\nfrom flask_admin.model.fields import InlineFormF... | [
{
"span": "app.run(debug=True)",
"start_line": 123,
"start_column": 4,
"end_line": 123,
"end_column": 23
}
] | [] | 1 | false | [
"[CLS]_",
"Flask_",
"app_",
"is_",
"run_",
"in_",
"debug_",
"mode_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"import_",
"pymongo_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"from_",
"bson_",
"._",
"objectid",
"_",
"import_",
"Object",
"Id_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"\... | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused local variable | benoitc/gaffer/gaffer/gafferd/http_handlers/keys.py | [
{
"content": " def head(self, *args):\n if (not self.api_key.can_create_key() and\n self.api_key.api_key != args[0]):\n # only those who can create keys or the key owner can read the key\n # object\n raise HTTPError(403)\n\n try:\n key_... | [
{
"span": "key_obj ",
"start_line": 76,
"start_column": 12,
"end_line": 76,
"end_column": 19
},
{
"span": "key_obj ",
"start_line": 109,
"start_column": 12,
"end_line": 109,
"end_column": 19
}
] | [] | 1 | true | [
"[CLS]_",
"Un",
"used_",
"local_",
"variable_",
"[SEP]_",
"class_",
"Key",
"Handler_",
"(_",
"Cor",
"s",
"Handle",
"r",
"With",
"Auth_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uINDENT\\u\\u\\u ",
" _",
"def_",
"head_",
"(_",
"self_... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Variable defined multiple times | pystruct/pystruct/pystruct/models/latent_node_crf.py | [
{
"content": " def joint_feature(self, x, y):\n \"\"\"Feature vector associated with instance (x, y).\n\n Feature representation joint_feature, such that the energy of the\n configuration (x, y) and a weight vector w is given by\n np.dot(w, joint_feature(x, y)).\n\n Paramet... | [
{
"span": "gx ",
"start_line": 300,
"start_column": 12,
"end_line": 300,
"end_column": 14
},
{
"span": "n_nodes ",
"start_line": 592,
"start_column": 8,
"end_line": 592,
"end_column": 15
},
{
"span": "gx ",
"start_line": 600,
"start_column": 12,
"end_l... | [
{
"span": "gx ",
"start_line": 304,
"start_column": 12,
"end_line": 304,
"end_column": 14
},
{
"span": "n_nodes ",
"start_line": 599,
"start_column": 12,
"end_line": 599,
"end_column": 19
},
{
"span": "gx ",
"start_line": 604,
"start_column": 12,
"end_... | 1 | true | [
"[CLS]_",
"Variable_",
"defined_",
"multiple_",
"times_",
"[SEP]_",
"class_",
"Late",
"nt",
"Node",
"CR",
"F_",
"(_",
"Graph",
"CR",
"F_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"joint",
"\\u",
"feature_",
... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | heyaaron/openmesher/OpenMesher/plugins/makedebs/__init__.py | [
{
"content": "import logging, os, datetime, sys\nimport glob, tempfile, subprocess\nfrom OpenMesher.lib import nested_dict_merge\nfrom OpenMesher.interfaces import IOpenMesherPackagePlugin\n\n\n\n\n\n",
"metadata": "root",
"header": "['module', '___EOS___']",
"index": 0
},
{
"content": "def ... | [
{
"span": "import logging, os, datetime, sys",
"start_line": 0,
"start_column": 0,
"end_line": 0,
"end_column": 33
},
{
"span": "import glob, tempfile, subprocess",
"start_line": 1,
"start_column": 0,
"end_line": 1,
"end_column": 33
},
{
"span": "from OpenMesher.l... | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"import_",
"logging_",
",_",
"os_",
",_",
"datetime_",
",_",
"sys_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"import_",
"glob_",
",_",
"tempfile_",
",_",
"subprocess_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
... | [
4,
4,
4,
4,
4,
2,
2,
0,
1,
1,
1,
1,
1,
1,
1,
2,
0,
1,
1,
1,
1,
1,
2,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
4,
2... |
Unused local variable | limodou/uliweb/uliweb/utils/generic.py | [
{
"content": " def process_files(self, data, edit=True, obj=None):\n from uliweb.form import FileField\n \n file_fields = {}\n \n flag = False\n fields_list = self.get_fields()\n for name, f in self.form.fields_list:\n if isinstance(f, FileField):\n... | [
{
"span": "file_fields ",
"start_line": 847,
"start_column": 8,
"end_line": 847,
"end_column": 19
},
{
"span": "fields_list ",
"start_line": 850,
"start_column": 8,
"end_line": 850,
"end_column": 19
},
{
"span": "files ",
"start_line": 939,
"start_column":... | [] | 1 | true | [
"[CLS]_",
"Un",
"used_",
"local_",
"variable_",
"[SEP]_",
"class_",
"Add",
"View_",
"(_",
"object_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"process",
"\\u",
"files_",
"(_",
"self_",
",_",
"data_",
",_",
"... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1,
1,
2,
2... |
Unreachable code | marcwebbie/passpie/passpie/importers/keepass_importer.py | [
{
"content": " def match(self, filepath):\n expected_headers = ['Group', 'Title', 'Username', 'Password', 'URL', 'Notes']\n with open(filepath) as csv_file:\n reader = unicode_csv_reader(csv_file)\n try:\n headers = next(reader)\n except StopItera... | [
{
"span": "return False",
"start_line": 15,
"start_column": 8,
"end_line": 15,
"end_column": 20
}
] | [] | 1 | true | [
"[CLS]_",
"Unrea",
"chab",
"le_",
"code_",
"[SEP]_",
"class_",
"Keep",
"ass",
"Importer_",
"(_",
"Base",
"Importer_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uINDENT\\u\\u\\u ",
" _",
"def_",
"match_",
"(_",
"self_",
",_",
"filepath_"... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unreachable code | akaihola/django-cairo-text/cairotext/templatetags/cairotext.py | [
{
"content": "def get_png_size(filepath):\n pngfile = file(filepath, 'rb')\n signature = pngfile.read(8)\n if (signature != struct.pack(\"8B\", 137, 80, 78, 71, 13, 10, 26, 10)):\n raise ValueError(\"Invalid PNG signature\")\n while True:\n try:\n tag, data = read_png_chunk(... | [
{
"span": "raise ValueError('PNG header not found')",
"start_line": 109,
"start_column": 4,
"end_line": 109,
"end_column": 44
}
] | [] | 1 | true | [
"[CLS]_",
"Unrea",
"chab",
"le_",
"code_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"get",
"\\u",
"png",
"\\u",
"size_",
"(_",
"filepath_",
")_",
":_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"\\u\\u\\uINDENT\\u\\u\\... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Illegal raise | AppScale/appscale/AppServer/google/appengine/ext/gql/__init__.py | [
{
"content": " def __init__(self, query_string, _app=None, _auth_domain=None,\n namespace=None):\n \"\"\"Ctor.\n\n Parses the input query into the class as a pre-compiled query, allowing\n for a later call to Bind() to bind arguments as defined in the\n documentation.\n\n Args:\n ... | [
{
"span": "raise initial_error",
"start_line": 279,
"start_column": 6,
"end_line": 279,
"end_column": 25
}
] | [] | 1 | true | [
"[CLS]_",
"Il",
"lega",
"l_",
"raise_",
"[SEP]_",
"class_",
"GQ",
"L_",
"(_",
"object_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"def_",
"\\u\\u",
"init\\u\\u_",
"(_",
"self_",
",_",
"query",
"\\u",
"string_",
",_",
"\\u",
"app_",
"=_",
... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Except block handles 'BaseException' | ufora/ufora/test_scripts/bigbox_perf/data/testBigboxPerf.py | [
{
"content": " def writeToS3Test(self, bytecount, pageSizeOverride=1024*1024, workers=1, memoryLimitMb=45 * 1024,threadCount=30):\n text = \"\"\"Vector.range(__bytecount__, {UInt8(_%100)}).paged\"\"\"\n\n s3 = ActualS3Interface.ActualS3InterfaceFactory()\n\n keyGuid = \"bigbox-test-key-\... | [
{
"span": "except:",
"start_line": 298,
"start_column": 12,
"end_line": 298,
"end_column": 19
}
] | [] | 1 | true | [
"[CLS]_",
"Except",
"_",
"block_",
"handles_",
"'",
"Base",
"Except",
"ion",
"'_",
"[SEP]_",
"class_",
"Big",
"box",
"Perform",
"anc",
"e",
"Test_",
"(_",
"unittest_",
"._",
"Test",
"Case_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\... | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | viewfinderco/viewfinder/backend/db/test/user_test.py | [
{
"content": "# Copyright 2011 Viewfinder Inc. All Rights Reserved.\n\n\"\"\"Tests for User data object.\n\"\"\"\n\n__author__ = 'spencer@emailscrubbed.com (Spencer Kimball)'\n\nimport logging\nimport sys\nimport time\nimport unittest\n\nfrom functools import partial\nfrom tornado import stack_context\nfrom vie... | [
{
"span": "import logging",
"start_line": 7,
"start_column": 0,
"end_line": 7,
"end_column": 14
},
{
"span": "import sys",
"start_line": 8,
"start_column": 0,
"end_line": 8,
"end_column": 10
},
{
"span": "import time",
"start_line": 9,
"start_column": 0,
... | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"#",
" ",
"Copy",
"right",
" ",
"2011",
" ",
"View",
"finde",
"r",
" ",
"Inc",
".",
" ",
"All",
" ",
"Rig",
"hts",
" ",
"Reserve",
"d",
"._",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Imprecise assert | allisson/flask-example/accounts/tests/test_views.py | [
{
"content": " def test_form(self):\n # test empty form\n with self.captured_templates(self.app) as templates:\n resp = self.client.post(self.url)\n self.assertStatus(resp, 200)\n template, context = templates[0]\n form = context['form']\n ... | [
{
"span": "self.assertTrue(\n u'This field is required.' in form.errors['username']\n )",
"start_line": 35,
"start_column": 12,
"end_line": 37,
"end_column": 13
},
{
"span": "self.assertTrue(\n u'This field is required.' in form.errors['password']... | [] | 1 | true | [
"[CLS]_",
"Imp",
"reci",
"se_",
"assert_",
"[SEP]_",
"class_",
"Logi",
"n",
"View",
"Test_",
"(_",
"Base",
"Test",
"Case_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"test\\u",
"form_",
"(_",
"self_",
")_",
... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | jeffknupp/flask_sandboy/docs/conf.py | [
{
"content": "# -*- coding: utf-8 -*-\n#\n# Flask-Sandboy documentation build configuration file, created by\n# sphinx-quickstart on Tue May 6 10:22:22 2014.\n#\n# This file is execfile()d with the current directory set to its\n# containing dir.\n#\n# Note that not all possible configuration values are present... | [
{
"span": "import sys",
"start_line": 14,
"start_column": 0,
"end_line": 14,
"end_column": 10
},
{
"span": "import os",
"start_line": 15,
"start_column": 0,
"end_line": 15,
"end_column": 9
}
] | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"#",
" ",
"-*-",
" ",
"codi",
"ng",
":",
" ",
"utf",
"-",
"8",
" ",
"-*-",
"_",
"\\u\\u\\uNL\\u\\u\\u_",
"#",
"_",
"\\u\\u\\uNL\\u\\u\\u_",
"#",
" ",
"Fla",
"sk",
"-",
"Sand... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
First argument to super() is not enclosing class | dimagi/commcare-hq/corehq/apps/reminders/views.py | [
{
"content": " @method_decorator(requires_privilege_with_fallback(privileges.OUTBOUND_SMS))\n @method_decorator(reminders_framework_permission)\n @use_bootstrap3\n def dispatch(self, *args, **kwargs):\n return super(BaseMessagingSectionView, self).dispatch(*args, **kwargs)",
"metadata": "... | [
{
"span": "super(BaseMessagingSectionView, self).",
"start_line": 109,
"start_column": 15,
"end_line": 109,
"end_column": 52
},
{
"span": "super(BaseMessagingSectionView, self).",
"start_line": 516,
"start_column": 15,
"end_line": 516,
"end_column": 52
},
{
"span"... | [] | 1 | true | [
"[CLS]_",
"First_",
"argument_",
"to_",
"super_",
"(_",
")_",
"is_",
"not_",
"encl",
"osin",
"g_",
"class_",
"[SEP]_",
"class_",
"Schedule",
"d",
"Remi",
"nder",
"s",
"Cal",
"enda",
"r",
"View_",
"(_",
"Base",
"Messag",
"ing",
"Sect",
"ion",
"View_",
")_... | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Except block handles 'BaseException' | timonwong/OmniMarkupPreviewer/OmniMarkupLib/Common.py | [
{
"content": " def __call__(self):\n with self.__cond:\n try:\n self.__result = self.__func(*self.__args, **self.__kwargs)\n except:\n self.__result = None\n self.__except = sys.exc_info()\n self.__done = True\n s... | [
{
"span": "except:",
"start_line": 340,
"start_column": 12,
"end_line": 340,
"end_column": 19
}
] | [] | 1 | true | [
"[CLS]_",
"Except",
"_",
"block_",
"handles_",
"'",
"Base",
"Except",
"ion",
"'_",
"[SEP]_",
"class_",
"Future_",
"(_",
"object_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"\\u\\u",
"call\\u\\u_",
"(_",
"self_... | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | jma127/pyltr/pyltr/models/__init__.py | [
{
"content": "\"\"\"\n\nVarious model classes.\n\n\"\"\"\n\nfrom _models import *\nfrom lambdamart import LambdaMART\nimport monitors\n",
"metadata": "root",
"header": "['module', '___EOS___']",
"index": 0
}
] | [
{
"span": "from lambdamart import LambdaMART",
"start_line": 7,
"start_column": 0,
"end_line": 7,
"end_column": 33
},
{
"span": "import monitors",
"start_line": 8,
"start_column": 0,
"end_line": 8,
"end_column": 15
}
] | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\"\"\"",
"\\",
"10",
";",
"\\",
"10",
";",
"Vari",
"ous",
" ",
"model",
" ",
"classe",
"s",
".",
"\\",
"10",
";",
"\\",
"10",
";\"\"\"_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"\\u\\... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1,
1,
1,
1,
1,
1,
1,
1,
2,
0,
1
] |
Unused import | biocore/pyqi/pyqi/core/interfaces/optparse/__init__.py | [
{
"content": "#!/usr/bin/env python\n\n#-----------------------------------------------------------------------------\n# Copyright (c) 2013, The BiPy Development Team.\n#\n# Distributed under the terms of the Modified BSD License.\n#\n# The full license is in the file COPYING.txt, distributed with this software... | [
{
"span": "import os",
"start_line": 14,
"start_column": 0,
"end_line": 14,
"end_column": 9
},
{
"span": "from pyqi.core.command import Parameter",
"start_line": 24,
"start_column": 0,
"end_line": 24,
"end_column": 39
}
] | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"#!",
"/",
"usr",
"/",
"bin",
"/",
"env",
" ",
"python_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"#-",
"--------------",
"--------------",
"--------------",
"--------------",
"... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Imprecise assert | couchbase/couchbase-python-client/couchbase/tests/cases/get_t.py | [
{
"content": " def test_multi_mixed(self):\n kv_missing = self.gen_kv_dict(amount=3, prefix='multi_missing_mixed')\n kv_existing = self.gen_kv_dict(amount=3, prefix='multi_existing_mixed')\n\n self.cb.remove_multi(list(kv_missing.keys()) + list(kv_existing.keys()),\n ... | [
{
"span": "self.assertTrue(k in rvs)",
"start_line": 85,
"start_column": 12,
"end_line": 85,
"end_column": 37
},
{
"span": "self.assertTrue(rvs[k].value is None)",
"start_line": 87,
"start_column": 12,
"end_line": 87,
"end_column": 49
},
{
"span": "self.assertTrue... | [] | 1 | true | [
"[CLS]_",
"Imp",
"reci",
"se_",
"assert_",
"[SEP]_",
"class_",
"Get",
"Test_",
"(_",
"Connect",
"ion",
"Test",
"Case_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"test\\u",
"multi",
"\\u",
"mixed",
"_",
"(_",... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | StevenBlack/hosts/updateHostsFile.py | [
{
"content": "#!/usr/bin/env python\n\n# Script by Ben Limmer\n# https://github.com/l1m5\n#\n# This Python script will combine all the host files you provide\n# as sources into one, unique host file to keep you internet browsing happy.\n\n# pylint: disable=invalid-name\n# pylint: disable=bad-whitespace\n\n# Mak... | [
{
"span": "import string",
"start_line": 18,
"start_column": 0,
"end_line": 18,
"end_column": 13
},
{
"span": "from urllib.parse import urlparse, urlencode",
"start_line": 34,
"start_column": 4,
"end_line": 34,
"end_column": 48
},
{
"span": "from urllib.request im... | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"#!",
"/",
"usr",
"/",
"bin",
"/",
"env",
" ",
"python_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"#",
" ",
"Script",
" ",
"by",
" ",
"Ben",
" ",
"Lim",
"mer_",
"\\u\\... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Imprecise assert | numba/numba/numba/cuda/tests/cudadrv/test_cuda_memory.py | [
{
"content": " def test_c_contiguous_array(self):\n ary = numpy.arange(100)\n arysz = ary.dtype.itemsize * ary.size\n s, e = driver.host_memory_extents(ary)\n self.assertTrue(ary.ctypes.data == s)\n self.assertTrue(arysz == driver.host_memory_size(ary))",
"metadata": "r... | [
{
"span": "self.assertTrue(ary.ctypes.data == s)",
"start_line": 93,
"start_column": 8,
"end_line": 93,
"end_column": 45
},
{
"span": "self.assertTrue(arysz == driver.host_memory_size(ary))",
"start_line": 94,
"start_column": 8,
"end_line": 94,
"end_column": 62
},
{
... | [] | 1 | true | [
"[CLS]_",
"Imp",
"reci",
"se_",
"assert_",
"[SEP]_",
"class_",
"Test",
"MV",
"Extent_",
"(_",
"CU",
"DAT",
"est",
"Case_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"\\u\\u\\uINDENT\\u\\u\\u ",
" _",
"def_",
"test\\u",
"c\\u",
"contiguous",... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Flask app is run in debug mode | peterhudec/authomatic/examples/flask/flask_authomatic/main.py | [
{
"content": "# -*- coding: utf-8 -*-\n\"\"\"\nCreated by Mark Steve Samson http://marksteve.com\n\"\"\"\n\nimport logging\n\nfrom authomatic.extras.flask import FlaskAuthomatic\nfrom authomatic.providers import oauth2\nfrom flask import Flask, jsonify\n\nlogger = logging.getLogger('authomatic.core')\nlogger.ad... | [
{
"span": "app.run(debug=True)",
"start_line": 47,
"start_column": 4,
"end_line": 47,
"end_column": 23
}
] | [] | 1 | false | [
"[CLS]_",
"Flask_",
"app_",
"is_",
"run_",
"in_",
"debug_",
"mode_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"#",
" ",
"-*-",
" ",
"codi",
"ng",
":",
" ",
"utf",
"-",
"8",
" ",
"-*-",
"_",
"\\u\\u\\uNL\\u\\u\\u_",
"\"\"\"",
"\\",
"10",
";",
"Creat",... | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Imprecise assert | AcademicsToday/py-academicstoday/academicstoday_project/teacher/tests/test_policy.py | [
{
"content": " def test_policy_page_with_pdf_file(self):\n kwargs = {'HTTP_X_REQUESTED_WITH':'XMLHttpRequest'}\n client = self.get_logged_in_client()\n file_path = settings.MEDIA_ROOT + '/sample.pdf'\n with open(file_path, 'rb') as fp:\n self.assertTrue(fp is not None)\... | [
{
"span": "self.assertTrue(fp is not None)",
"start_line": 106,
"start_column": 12,
"end_line": 106,
"end_column": 43
},
{
"span": "self.assertTrue(fp is not None)",
"start_line": 135,
"start_column": 12,
"end_line": 135,
"end_column": 43
},
{
"span": "self.assert... | [] | 1 | true | [
"[CLS]_",
"Imp",
"reci",
"se_",
"assert_",
"[SEP]_",
"class_",
"Polic",
"y",
"Test",
"Case_",
"(_",
"Test",
"Case_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"test\\u",
"policy",
"\\u",
"page",
"\\u",
"with"... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Illegal raise | open-cloud/xos/xos/synchronizers/monitoring_channel/steps/sync_sflowtenant.py | [
{
"content": " def get_sflow_service(self, o):\n sflows = SFlowService.get_service_objects().filter(id=o.provider_service.id)\n if not sflows:\n raise \"No associated SFlow service\"\n\n return sflows[0]",
"metadata": "root.SyncSFlowTenant.get_sflow_service",
"header": ... | [
{
"span": "raise \"No associated SFlow service\"",
"start_line": 45,
"start_column": 11,
"end_line": 45,
"end_column": 46
}
] | [] | 1 | true | [
"[CLS]_",
"Il",
"lega",
"l_",
"raise_",
"[SEP]_",
"class_",
"Sync",
"SF",
"low",
"Ten",
"ant_",
"(_",
"Sync",
"Insta",
"nce",
"Us",
"ing",
"Ans",
"ible_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"get",
... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | argoroots/Entu/app/main/db.py | [
{
"content": "from tornado import locale\n\nfrom datetime import datetime\nfrom decimal import Decimal\nfrom operator import itemgetter\n\nimport dateutil\nimport hashlib\nimport logging\nimport math\nimport os\nimport random\nimport re\nimport string\nimport time\n\nfrom helper import *\n\n\n\n\n",
"metada... | [
{
"span": "from tornado import locale",
"start_line": 0,
"start_column": 0,
"end_line": 0,
"end_column": 26
},
{
"span": "from decimal import Decimal",
"start_line": 3,
"start_column": 0,
"end_line": 3,
"end_column": 27
},
{
"span": "import dateutil",
"start_l... | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"from_",
"tornado_",
"import_",
"locale_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"from_",
"datetime_",
"import_",
"datetime_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"from_",
"decimal_",
... | [
4,
4,
4,
4,
4,
2,
2,
0,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
0,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
0,
1,
2,
2,
2,
2,
2,
2,
2,
0,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Testing equality to None | acabin/docphp/docphp.py | [
{
"content": "def getLanguageList(languageName=None, format='all', getAll=True):\n if not getAll:\n languageName = getSetting('languages')\n\n if languageName == None:\n dic = []\n elif isinstance(languageName, str):\n dic = [languageName]\n else:\n dic = languageName\n\n... | [
{
"span": "languageName == None:",
"start_line": 81,
"start_column": 7,
"end_line": 81,
"end_column": 27
},
{
"span": "languageName == None ",
"start_line": 93,
"start_column": 11,
"end_line": 93,
"end_column": 31
},
{
"span": "symbol == None:",
"start_line": ... | [] | 1 | true | [
"[CLS]_",
"Test",
"ing_",
"equality",
"_",
"to_",
"None_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"get",
"Lang",
"ua",
"ge",
"List_",
"(_",
"language",
"Name_",
"=_",
"None_",
",_",
"format_",
"=_... | [
4,
4,
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1... |
Except block handles 'BaseException' | dimagi/commcare-hq/corehq/apps/sms/api.py | [
{
"content": "def enqueue_directly(msg):\n try:\n from corehq.apps.sms.management.commands.run_sms_queue import SMSEnqueuingOperation\n SMSEnqueuingOperation().enqueue_directly(msg)\n except:\n # If this direct enqueue fails, no problem, it will get picked up\n # shortly.\n ... | [
{
"span": "except:",
"start_line": 198,
"start_column": 4,
"end_line": 198,
"end_column": 11
},
{
"span": "except:",
"start_line": 211,
"start_column": 8,
"end_line": 211,
"end_column": 15
},
{
"span": "except:",
"start_line": 531,
"start_column": 16,
... | [] | 1 | true | [
"[CLS]_",
"Except",
"_",
"block_",
"handles_",
"'",
"Base",
"Except",
"ion",
"'_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"enqueue",
"\\u",
"direct",
"ly_",
"(_",
"msg_",
")_",
":_",
"\\u\\u\\uNEWLI... | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | missionpinball/mpf/tests/test_BallDeviceEventConfirmation.py | [
{
"content": "import unittest\n\nfrom mpf.system.machine import MachineController\nfrom MpfTestCase import MpfTestCase\nfrom mock import MagicMock\nimport time\nimport tests.test_BallDeviceSwitchConfirmation\n\n\n",
"metadata": "root",
"header": "['module', '___EOS___']",
"index": 0
},
{
"co... | [
{
"span": "import unittest",
"start_line": 0,
"start_column": 0,
"end_line": 0,
"end_column": 15
},
{
"span": "from mpf.system.machine import MachineController",
"start_line": 2,
"start_column": 0,
"end_line": 2,
"end_column": 48
},
{
"span": "from MpfTestCase imp... | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"import_",
"unittest_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"from_",
"mpf",
"_",
"._",
"system_",
"._",
"machine_",
"import_",
"Machine",
"Controller_",
"\\u\\u\\uNEWLINE\\... | [
4,
4,
4,
4,
4,
2,
2,
0,
1,
2,
2,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
0,
1,
1,
1,
1,
1,
2,
0,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
4,
2,
2,
2,
2,
2,
2... |
Unnecessary pass | cTn-dev/PyComms/PyComms/pycomms.py | [
{
"content": "#!/usr/bin/python\n\n# Python Standard Library Imports\nimport smbus\n\n# External Imports\npass\n\n# Custom Imports\npass\n\n# ===========================================================================\n# PyComms I2C Base Class (an rewriten Adafruit_I2C pythone class clone)\n# ==================... | [
{
"span": "pass",
"start_line": 6,
"start_column": 0,
"end_line": 6,
"end_column": 4
},
{
"span": "pass",
"start_line": 9,
"start_column": 0,
"end_line": 9,
"end_column": 4
}
] | [] | 1 | true | [
"[CLS]_",
"Un",
"necessar",
"y_",
"pass_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"#!",
"/",
"usr",
"/",
"bin",
"/",
"python_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"#",
" ",
"Pyth",
"on",
" ",
"Standard",
" ",
"Libr",
"ary",
" ",
"Imports",... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unnecessary pass | bmcfee/librosa/tests/test_filters.py | [
{
"content": "def test_hz_to_mel():\n def __test_to_mel(infile):\n DATA = load(infile)\n z = librosa.hz_to_mel(DATA['f'], DATA['htk'])\n\n assert np.allclose(z, DATA['result'])\n\n for infile in files('data/feature-hz_to_mel-*.mat'):\n yield (__test_to_mel, infile)\n\n pass"... | [
{
"span": "pass",
"start_line": 65,
"start_column": 4,
"end_line": 65,
"end_column": 8
},
{
"span": "pass",
"start_line": 79,
"start_column": 4,
"end_line": 79,
"end_column": 8
},
{
"span": "pass",
"start_line": 92,
"start_column": 4,
"end_line": 92,
... | [] | 1 | true | [
"[CLS]_",
"Un",
"necessar",
"y_",
"pass_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"test\\u",
"hz",
"\\u",
"to",
"\\u",
"mel",
"_",
"(_",
")_",
":_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"\\u\\u\\uINDENT\\u\\u\... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | udibr/sketch/sketch.py | [
{
"content": "#!/usr/bin/env python\n\nfrom __future__ import division, print_function\n\nimport logging\nimport os\n\nFORMAT = '[%(asctime)s] %(name)-15s %(message)s'\nDATEFMT = \"%H:%M:%S\"\nlogging.basicConfig(format=FORMAT, datefmt=DATEFMT, level=logging.INFO)\n\n\nimport sys\nimport theano\n# Automatically... | [
{
"span": "from blocks.extensions.saveload import Checkpoint, Load",
"start_line": 53,
"start_column": 0,
"end_line": 53,
"end_column": 55
},
{
"span": "import math",
"start_line": 68,
"start_column": 0,
"end_line": 68,
"end_column": 11
}
] | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"#!",
"/",
"usr",
"/",
"bin",
"/",
"env",
" ",
"python_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"from_",
"\\u\\u",
"future\\u\\u_",
"import_",
"division_",
",_",
"print",
... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unguarded next in generator | blaze/blaze/blaze/compute/tests/test_postgresql_compute.py | [
{
"content": "@pytest.yield_fixture\ndef sql(url):\n ds = dshape('var * {A: string, B: int64}')\n try:\n t = data(url % next(names), dshape=ds)\n except sa.exc.OperationalError as e:\n pytest.skip(str(e))\n else:\n assert t.dshape == ds\n t = data(odo([('a', 1), ('b', 2)]... | [
{
"span": "next(names),",
"start_line": 55,
"start_column": 23,
"end_line": 55,
"end_column": 34
},
{
"span": "next(names),",
"start_line": 87,
"start_column": 23,
"end_line": 87,
"end_column": 34
},
{
"span": "next(names),",
"start_line": 101,
"start_colu... | [] | 1 | true | [
"[CLS]_",
"Un",
"guard",
"ed_",
"next_",
"in_",
"generator_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"@_",
"pytest_",
"._",
"yield",
"\\u",
"fixture_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"def_",
"sql_",
"(_",
"url_"... | [
4,
4,
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused local variable | neuropoly/spinalcordtoolbox/dev/sct_register_graymatter/sct_register_graymatter.py | [
{
"content": "def wm_registration(param, smooth=False, init=False):\n path, fixed_name, ext = sct.extract_fname(param.fname_fixed)\n path_moving, moving_name, ext = sct.extract_fname(param.fname_moving)\n path, fixed_seg_name, ext = sct.extract_fname(param.fname_seg_fixed)\n path_moving_seg, moving_... | [
{
"span": "transfo_params ",
"start_line": 141,
"start_column": 8,
"end_line": 141,
"end_column": 22
},
{
"span": "transfo_params ",
"start_line": 143,
"start_column": 8,
"end_line": 143,
"end_column": 22
},
{
"span": "transfo_params ",
"start_line": 145,
... | [] | 1 | true | [
"[CLS]_",
"Un",
"used_",
"local_",
"variable_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"wm",
"\\u",
"registration_",
"(_",
"param_",
",_",
"smooth_",
"=_",
"False_",
",_",
"init_",
"=_",
"False_",
"... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | fp7-ofelia/ocf/vt_manager/src/python/vt_manager/models/XenServer.py | [
{
"content": "from django.db import models\nfrom django.contrib import auth\nfrom threading import Lock\nimport inspect \nfrom vt_manager.models.VTServer import VTServer\nfrom vt_manager.models.Action import Action\nfrom vt_manager.models.VirtualMachine import VirtualMachine\nfrom vt_manager.models.XenVM import... | [
{
"span": "from django.contrib import auth",
"start_line": 1,
"start_column": 0,
"end_line": 1,
"end_column": 31
},
{
"span": "from threading import Lock",
"start_line": 2,
"start_column": 0,
"end_line": 2,
"end_column": 26
},
{
"span": "import inspect ",
"sta... | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"from_",
"django_",
"._",
"db_",
"import_",
"models_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"from_",
"django_",
"._",
"contrib_",
"import_",
"auth_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"from_",
"thread... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1,
1,
1,
1,
1,
2,
0,
1,
1,
1,
2,
0,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... |
Unused local variable | kuri65536/python-for-android/python-modules/twisted/twisted/test/test_reflector.py | [
{
"content": " def _cbTestReflector(self, parent):\n # create some child rows\n test_values = {}\n inserts = []\n child_values = {}\n for i in range(0, self.num_iterations):\n row = ChildRow()\n row.assignKeyAttr(\"childId\", i)\n values = s... | [
{
"span": "parent ",
"start_line": 230,
"start_column": 12,
"end_line": 230,
"end_column": 18
},
{
"span": "values ",
"start_line": 304,
"start_column": 8,
"end_line": 304,
"end_column": 14
}
] | [] | 1 | true | [
"[CLS]_",
"Un",
"used_",
"local_",
"variable_",
"[SEP]_",
"class_",
"Reflect",
"or",
"Test",
"Base_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"def_",
"\\u",
"cb",
"Test",
"Reflect",
"or_",
"(_",
"self_",
",_",
"parent_",
")_",
":_",
"\\u\\u\\uNEWL... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | ImageEngine/gaffer/python/GafferUI/__init__.py | [
{
"content": "##########################################################################\n#\n# Copyright (c) 2011-2012, John Haddon. All rights reserved.\n# Copyright (c) 2011-2015, Image Engine Design Inc. All rights reserved.\n#\n# Redistribution and use in source and binary forms, with or without\n# modi... | [
{
"span": "from Widget import Widget",
"start_line": 133,
"start_column": 0,
"end_line": 133,
"end_column": 25
},
{
"span": "from LazyMethod import LazyMethod",
"start_line": 134,
"start_column": 0,
"end_line": 134,
"end_column": 33
},
{
"span": "from Menu import ... | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"###########",
"###########",
"###########",
"###########",
"###########",
"###########",
"######",
"##",
"_",
"\\u\\u\\uNL\\u\\u\\u_",
"#",
"_",
"\\u\\u\\uNL\\u\\u\\u_",
"#",
" ",
" ",
"... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused local variable | Ivaylo-Popov/Theano-Lights/models/cnn.py | [
{
"content": " def __init__(self, data, hp):\n super(CNN, self).__init__(self.__class__.__name__, data, hp)\n \n self.n_h = 400\n\n self.params = Parameters()\n n_x = self.data['n_x']\n n_y = self.data['n_y']\n n_h = self.n_h\n scale = hp.init_scale\n\n... | [
{
"span": "n_x ",
"start_line": 25,
"start_column": 8,
"end_line": 25,
"end_column": 11
},
{
"span": "n_h ",
"start_line": 27,
"start_column": 8,
"end_line": 27,
"end_column": 11
},
{
"span": "w ",
"start_line": 34,
"start_column": 16,
"end_line": 34,
... | [] | 1 | true | [
"[CLS]_",
"Un",
"used_",
"local_",
"variable_",
"[SEP]_",
"class_",
"CNN",
"_",
"(_",
"Model",
"SL",
"Base_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"\\u\\u\\uINDENT\\u\\u\\u ",
" _",
"def_",
"\\u\\u",
"init\\u\\u_",
"(_",
"self_",
",_",... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Except block handles 'BaseException' | garethr/django-test-extensions/src/test_extensions/testrunners/xmlunit/unittest.py | [
{
"content": " def __call__(self, result=None):\n if result is not None: self.result = result\n result.startTest(self)\n testMethod = getattr(self, self.__testMethodName)\n try:\n try:\n self.setUp()\n except:\n result.addError(s... | [
{
"span": "except:",
"start_line": 231,
"start_column": 12,
"end_line": 231,
"end_column": 19
},
{
"span": "except:",
"start_line": 241,
"start_column": 12,
"end_line": 241,
"end_column": 19
},
{
"span": "except:",
"start_line": 246,
"start_column": 12,
... | [] | 1 | true | [
"[CLS]_",
"Except",
"_",
"block_",
"handles_",
"'",
"Base",
"Except",
"ion",
"'_",
"[SEP]_",
"class_",
"Test",
"Case_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"\\u\\u",
"call\\u\\u_",
"(_",
"self_",
",_",
"result_... | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Modification of parameter with default | pandaproject/panda/api_examples/couchdb.py | [
{
"content": "def panda_get(url, params={}):\n params.update(PANDA_AUTH_PARAMS)\n return requests.get(url, params=params)",
"metadata": "root.panda_get",
"header": "['module', '___EOS___']",
"index": 32
},
{
"content": "def panda_put(url, data, params={}):\n params.update(PANDA_AUTH... | [
{
"span": "params.",
"start_line": 33,
"start_column": 4,
"end_line": 33,
"end_column": 10
},
{
"span": "params.",
"start_line": 37,
"start_column": 4,
"end_line": 37,
"end_column": 10
}
] | [
{
"span": "params=",
"start_line": 32,
"start_column": 19,
"end_line": 32,
"end_column": 25
},
{
"span": "params=",
"start_line": 36,
"start_column": 25,
"end_line": 36,
"end_column": 31
}
] | 1 | true | [
"[CLS]_",
"Modifica",
"tion_",
"of_",
"parameter_",
"with_",
"default_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"def_",
"panda",
"\\u",
"get_",
"(_",
"url_",
",_",
"params_",
"=_",
"{_",
"}_",
")_",
":_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
... | [
4,
4,
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
3,
2,
2,
2,
2,
2,
2,
2,
2,
0,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | google/grr/grr/parsers/registry_init.py | [
{
"content": "#!/usr/bin/env python\n\"\"\"Loads all the parsers so they are visible in the registry.\"\"\"\n\n# pylint: disable=g-import-not-at-top\n# pylint: disable=unused-import\nfrom grr.parsers import config_file\nfrom grr.parsers import cron_file_parser\nfrom grr.parsers import ie_history\nfrom grr.parse... | [
{
"span": "from grr.parsers import config_file",
"start_line": 5,
"start_column": 0,
"end_line": 5,
"end_column": 35
},
{
"span": "from grr.parsers import cron_file_parser",
"start_line": 6,
"start_column": 0,
"end_line": 6,
"end_column": 40
},
{
"span": "from grr... | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"#!",
"/",
"usr",
"/",
"bin",
"/",
"env",
" ",
"python_",
"\\u\\u\\uNL\\u\\u\\u_",
"\"\"\"",
"Load",
"s",
" ",
"all",
" ",
"the",
" ",
"parser",
"s",
" ",
"so",
" ",
"the",
... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Variable defined multiple times | OpenMDAO/OpenMDAO/openmdao/core/test/test_problem.py | [
{
"content": " def test_check_promotes(self):\n # verify we get an error at setup time if we have promoted a var that doesn't exist\n\n # valid case, no error\n prob = Problem(Group())\n G = prob.root.add('G', Group())\n C = G.add('C', SimpleComp(), promotes=['x*', 'y'])\n ... | [
{
"span": "C ",
"start_line": 65,
"start_column": 8,
"end_line": 65,
"end_column": 9
},
{
"span": "test_src_idx_gt_src_size(",
"start_line": 480,
"start_column": 8,
"end_line": 480,
"end_column": 32
},
{
"span": "mode ",
"start_line": 814,
"start_column": ... | [
{
"span": "test_src_idx_gt_src_size(",
"start_line": 528,
"start_column": 8,
"end_line": 528,
"end_column": 32
},
{
"span": "mode ",
"start_line": 832,
"start_column": 8,
"end_line": 832,
"end_column": 12
}
] | 1 | true | [
"[CLS]_",
"Variable_",
"defined_",
"multiple_",
"times_",
"[SEP]_",
"class_",
"Test",
"Problem_",
"(_",
"unittest_",
"._",
"Test",
"Case_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"test... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | flags/Reactor-3/alife/alife_surrender.py | [
{
"content": "from globals import *\n\nimport life as lfe\n\nimport judgement\nimport numbers\nimport speech\nimport brain\nimport stats\n\nimport logging\n\nSTATE = 'surrender'\nTIER = TIER_SUBMIT\n\nSTATE_ICONS[STATE] = chr(25)\n\n\n",
"metadata": "root",
"header": "['module', '___EOS___']",
"inde... | [
{
"span": "import numbers",
"start_line": 5,
"start_column": 0,
"end_line": 5,
"end_column": 14
},
{
"span": "import stats",
"start_line": 8,
"start_column": 0,
"end_line": 8,
"end_column": 12
},
{
"span": "import logging",
"start_line": 10,
"start_column"... | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"from_",
"globals_",
"import_",
"*_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"import_",
"life_",
"as_",
"lf",
"e_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"impor... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1,
2,
2,
2,
2,
2,
2,
2,
0,
1,
2,
2,
0,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Module is imported more than once | codeupstudio/chipincode/modules/facebook.py | [
{
"content": "#!/usr/bin/env python\n#\n# Copyright 2010 Facebook\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unle... | [
{
"span": "import logging",
"start_line": 40,
"start_column": 0,
"end_line": 40,
"end_column": 14
}
] | [
{
"span": "import logging",
"start_line": 39,
"start_column": 0,
"end_line": 39,
"end_column": 14
}
] | 1 | true | [
"[CLS]_",
"Module_",
"is_",
"imported_",
"more_",
"than_",
"once_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"#!",
"/",
"usr",
"/",
"bin",
"/",
"env",
" ",
"python_",
"\\u\\u\\uNL\\u\\u\\u_",
"#",
"_",
"\\u\\u\\uNL\\u\\u\\u_",
"#",
" ",
"Copy",
"right",
" ... | [
4,
4,
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused local variable | juliarizza/web2courses/controllers/payments.py | [
{
"content": "@auth.requires_login()\ndef pay_courses():\n\n\t\"\"\"\n\tThis function is responsible to redirect the user\n\tto the payment method it chose and process if\n\tthe amount to be paid is free. In this case, it will\n\tenroll the student to the class. Other way, the user\n\twill be redirected to pay.... | [
{
"span": "confirmed ",
"start_line": 98,
"start_column": 2,
"end_line": 98,
"end_column": 11
},
{
"span": "confirmed ",
"start_line": 168,
"start_column": 2,
"end_line": 168,
"end_column": 11
},
{
"span": "confirmed ",
"start_line": 233,
"start_column": 2... | [] | 1 | true | [
"[CLS]_",
"Un",
"used_",
"local_",
"variable_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"@_",
"auth_",
"._",
"require",
"s",
"\\u",
"login_",
"(_",
")_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"def_",
"pay",
"\\u",
"co... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Comparison of identical values | amrdraz/kodr/app/brython/www/src/Lib/test/test_richcmp.py | [
{
"content": " def test_coverage(self):\n # exercise all comparisons for lists\n x = [42]\n self.assertIs(x<x, False)\n self.assertIs(x<=x, True)\n self.assertIs(x==x, True)\n self.assertIs(x!=x, False)\n self.assertIs(x>x, False)\n self.assertIs(x>=x, ... | [
{
"span": "x<x,",
"start_line": 285,
"start_column": 22,
"end_line": 285,
"end_column": 25
},
{
"span": "x<=x,",
"start_line": 286,
"start_column": 22,
"end_line": 286,
"end_column": 26
},
{
"span": "x==x,",
"start_line": 287,
"start_column": 22,
"end_... | [] | 1 | true | [
"[CLS]_",
"Compari",
"son_",
"of_",
"identical_",
"values_",
"[SEP]_",
"class_",
"List",
"Test_",
"(_",
"unittest_",
"._",
"Test",
"Case_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uINDENT\\u\\u\\u ",
" _",
"def_",
"test\\u",
"coverage_"... | [
4,
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1,
1,
2,
2,
2,
2,
2,
2,
2... |
Unused import | dropbox/grouper/tests/test_requests.py | [
{
"content": "from fixtures import graph, groups, permissions, session, standard_graph, users\n\nfrom grouper.model_soup import Group, Request, User\nfrom util import add_member\n\n\n\n",
"metadata": "root",
"header": "['module', '___EOS___']",
"index": 0
},
{
"content": "def test_basic_requ... | [
{
"span": "from fixtures import graph, groups, permissions, session, standard_graph, users",
"start_line": 0,
"start_column": 0,
"end_line": 0,
"end_column": 79
},
{
"span": "from grouper.model_soup import Group, Request, User",
"start_line": 2,
"start_column": 0,
"end_line":... | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"from_",
"fixtures_",
"import_",
"graph_",
",_",
"groups_",
",_",
"permissions_",
",_",
"session_",
",_",
"standard",
"\\u",
"graph_",
",_",
"users_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"\\u... | [
4,
4,
4,
4,
4,
2,
2,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | JasonGiedymin/Flask-Module-Scaffold/src/myapp/apps/dummy/__init__.py | [
{
"content": "from myapp import utils\n\n## Required\nmodule_name = utils.getFinalName(__name__)\nmodule = utils.getModule(__name__, subdomain=module_name)\n\nimport views\nimport views.morepages",
"metadata": "root",
"header": "['module', '___EOS___']",
"index": 0
}
] | [
{
"span": "import views",
"start_line": 6,
"start_column": 0,
"end_line": 6,
"end_column": 12
},
{
"span": "import views.morepages",
"start_line": 7,
"start_column": 0,
"end_line": 7,
"end_column": 22
}
] | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"from_",
"myapp",
"_",
"import_",
"utils_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"##",
" ",
"Required_",
"\\u\\u\\uNL\\u\\u\\u_",
"module",
"\\u",
"name_",
"=_",
"utils_",... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1,
2,
0,
1,
1,
1,
1
] |
Unused local variable | grundprinzip/sublemacspro/jove.py | [
{
"content": " def set_mark(self, regions=None, update_status=True, and_selection=True):\n view = self.view\n mark_ring = self.state.mark_ring\n if regions is None:\n regions = self.get_cursors()\n\n # update the mark ring\n mark_ring.set(regions)\n\n if s... | [
{
"span": "view ",
"start_line": 690,
"start_column": 8,
"end_line": 690,
"end_column": 12
},
{
"span": "view ",
"start_line": 730,
"start_column": 8,
"end_line": 730,
"end_column": 12
},
{
"span": "cursor ",
"start_line": 823,
"start_column": 16,
"end... | [] | 1 | true | [
"[CLS]_",
"Un",
"used_",
"local_",
"variable_",
"[SEP]_",
"class_",
"Cmd",
"Util_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"set\\u",
"mark_",
"(_",
"self_",
",_",
"regions_",
"=_",
"None_",
",_",
"update",
"\\u",
... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Imprecise assert | google/grr/grr/lib/flows/cron/system_test.py | [
{
"content": " def testPurgeClientStats(self):\n max_age = system.PurgeClientStats.MAX_AGE\n\n for t in [1 * max_age, 1.5 * max_age, 2 * max_age]:\n with test_lib.FakeTime(t):\n urn = self.client_id.Add(\"stats\")\n\n stats_fd = aff4.FACTORY.Create(urn, \"ClientStats\", token=self.toke... | [
{
"span": "self.assertTrue(max_age in [e.RSS_size for e in stat_entries])",
"start_line": 180,
"start_column": 4,
"end_line": 180,
"end_column": 66
},
{
"span": "self.assertTrue(max_age not in [e.RSS_size for e in stat_entries])",
"start_line": 191,
"start_column": 4,
"end_li... | [] | 1 | true | [
"[CLS]_",
"Imp",
"reci",
"se_",
"assert_",
"[SEP]_",
"class_",
"System",
"Cro",
"n",
"Flow",
"Test_",
"(_",
"test\\u",
"lib_",
"._",
"Flow",
"Test",
"s",
"Base",
"class_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused import | UDST/urbansim/setup.py | [
{
"content": "# Install setuptools if not installed.\ntry:\n import setuptools\nexcept ImportError:\n from ez_setup import use_setuptools\n use_setuptools()\n\nfrom setuptools import setup, find_packages\n\n\n# read README as the long description\nwith open('README.rst', 'r') as f:\n long_descriptio... | [
{
"span": "import setuptools",
"start_line": 2,
"start_column": 4,
"end_line": 2,
"end_column": 21
}
] | [] | 1 | false | [
"[CLS]_",
"Un",
"used_",
"import_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"#",
" ",
"Install",
" ",
"setup",
"tool",
"s",
" ",
"if",
" ",
"not",
" ",
"install",
"ed",
"._",
"\\u\\u\\uNL\\u\\u\\u_",
"try_",
":_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"\\u\\u\\uIND... | [
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Testing equality to None | rwl/muntjac/muntjac/ui/qtui2mj.py | [
{
"content": " def __init__(self,parent,widget,mainUI=None,main=False):\n #when the initial widget is passed in main eq true so that A main object can be generated\n if mainUI==None:\n self.mainUI=MuntJacWindow()\n #when child widgets are created the original object reference ... | [
{
"span": "mainUI==None:",
"start_line": 127,
"start_column": 11,
"end_line": 127,
"end_column": 23
},
{
"span": "self.widget.layout==None:",
"start_line": 175,
"start_column": 21,
"end_line": 175,
"end_column": 45
},
{
"span": "self.geometry==None:",
"start_l... | [] | 1 | true | [
"[CLS]_",
"Test",
"ing_",
"equality",
"_",
"to_",
"None_",
"[SEP]_",
"class_",
"a",
"Widget_",
"(_",
"object_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"\\u\\u\\uINDENT\\u\\u\\u ",
" _",
"def_",
"\\u\\u",
"init\\u\\u_",
"(_",
"self_",
",_... | [
4,
4,
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Imprecise assert | pydata/pandas/pandas/io/tests/test_ga.py | [
{
"content": " @with_connectivity_check(\"http://www.google.com\")\n def test_getdata(self):\n try:\n end_date = datetime.now()\n start_date = end_date - pd.offsets.Day() * 5\n end_date = end_date.strftime('%Y-%m-%d')\n start_date = start_date.strftime('%... | [
{
"span": "self.assertTrue('date' not in df)",
"start_line": 64,
"start_column": 12,
"end_line": 64,
"end_column": 45
},
{
"span": "self.assertTrue('hour' not in df)",
"start_line": 65,
"start_column": 12,
"end_line": 65,
"end_column": 45
},
{
"span": "self.assert... | [] | 1 | true | [
"[CLS]_",
"Imp",
"reci",
"se_",
"assert_",
"[SEP]_",
"class_",
"Test",
"Goo",
"gle_",
"(_",
"tm_",
"._",
"Test",
"Case_",
")_",
":_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"@_",
"with",
"\\u",
"connecti",
"vity",
"\\u",
"c... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... |
Unused local variable | scottrice/Ice/ice/logs.py | [
{
"content": "def is_running_in_test():\n current_stack = inspect.stack()\n return any(map(is_test_stack_frame, inspect.stack()))",
"metadata": "root.is_running_in_test",
"header": "['module', '___EOS___']",
"index": 28
}
] | [
{
"span": "current_stack ",
"start_line": 29,
"start_column": 2,
"end_line": 29,
"end_column": 15
}
] | [] | 1 | true | [
"[CLS]_",
"Un",
"used_",
"local_",
"variable_",
"[SEP]_",
"module_",
"\\u\\u\\uEOS\\u\\u\\u_",
"\\u\\u\\uNL\\u\\u\\u_",
"\\u\\u\\uDEDENT\\u\\u\\u_",
"def_",
"is",
"\\u",
"runn",
"ing",
"\\u",
"in",
"\\u",
"test_",
"(_",
")_",
":_",
"\\u\\u\\uNEWLINE\\u\\u\\u_",
"\\u\\u\... | [
4,
4,
4,
4,
4,
4,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
0,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2
] |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.