--- title: Title keywords: fastai sidebar: home_sidebar nb_path: "nbs/demo-Copy1.ipynb" ---
{% raw %}
{% endraw %} {% raw %}
import pandas as pd
from tree_sitter import Language

from function_parser.language_data import LANGUAGE_METADATA
from function_parser.process import DataProcessor
{% endraw %} {% raw %}
Language.build_library(
    # Store the library in the directory
    '/root/workspace/function_parser/py-tree-sitter-languages.so',
    # Include one or more languages
    ['/root/workspace/function_parser/tree-sitter-python']
)
True
{% endraw %} {% raw %}
language = 'python'
{% endraw %} {% raw %}
DataProcessor.PARSER.set_language(Language('/root/workspace/function_parser/py-tree-sitter-languages.so', language))

processor = DataProcessor(language=language,
                          language_parser=LANGUAGE_METADATA[language]['language_parser'])
{% endraw %} {% raw %}
dependee = 'keras-team/keras'
{% endraw %} {% raw %}
definitions = processor.process_dee(dependee, ext=LANGUAGE_METADATA[language]['ext'])
{% endraw %} {% raw %}
pd.DataFrame(definitions).head()
nwo sha path language identifier parameters argument_list return_statement docstring docstring_summary docstring_tokens function function_tokens url
0 keras-team/keras e43af6c89cd6c4adecc21ad5fc05b21e7fa9477b keras/optimizer_v1.py python Optimizer.__init__ (self, **kwargs) [] def __init__(self, **kwargs):\n allowed_kwa... [def, __init__, (, self, ,, *, *, kwargs, ), :... https://github.com/keras-team/keras/blob/e43af...
1 keras-team/keras e43af6c89cd6c4adecc21ad5fc05b21e7fa9477b keras/optimizer_v1.py python Optimizer._create_all_weights (self, params) Creates and sets all optimizer weights.\n\n ... Creates and sets all optimizer weights. [Creates, and, sets, all, optimizer, weights, .] def _create_all_weights(self, params):\n ""... [def, _create_all_weights, (, self, ,, params,... https://github.com/keras-team/keras/blob/e43af...
2 keras-team/keras e43af6c89cd6c4adecc21ad5fc05b21e7fa9477b keras/optimizer_v1.py python Optimizer.get_gradients (self, loss, params) return grads Returns gradients of `loss` with respect to `p... Returns gradients of `loss` with respect to `p... [Returns, gradients, of, loss, with, respect, ... def get_gradients(self, loss, params):\n ""... [def, get_gradients, (, self, ,, loss, ,, para... https://github.com/keras-team/keras/blob/e43af...
3 keras-team/keras e43af6c89cd6c4adecc21ad5fc05b21e7fa9477b keras/optimizer_v1.py python Optimizer.set_weights (self, weights) Sets the weights of the optimizer, from Numpy ... Sets the weights of the optimizer, from Numpy ... [Sets, the, weights, of, the, optimizer, from,... def set_weights(self, weights):\n """Sets t... [def, set_weights, (, self, ,, weights, ), :, ... https://github.com/keras-team/keras/blob/e43af...
4 keras-team/keras e43af6c89cd6c4adecc21ad5fc05b21e7fa9477b keras/optimizer_v1.py python Optimizer.get_weights (self) return K.batch_get_value(self.weights) Returns the current value of the weights of th... Returns the current value of the weights of th... [Returns, the, current, value, of, the, weight... def get_weights(self):\n """Returns the cur... [def, get_weights, (, self, ), :, return, K, .... https://github.com/keras-team/keras/blob/e43af...
{% endraw %} {% raw %}
library_candidates = {}
library_candidates[dependee.split('/')[-1]] = definitions
{% endraw %} {% raw %}
dependent = dependee#'eriklindernoren/Keras-GAN'
{% endraw %} {% raw %}
calls, edges = processor.process_dent(dependent, ext=LANGUAGE_METADATA[language]['ext'], library_candidates=library_candidates)
{% endraw %} {% raw %}
edges
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2 (filters, kernel_size=f_size, strides=2, paddi... Conv2D python eriklindernoren/Keras-GAN discogan/discogan.py 44d3320e84ca00071de8a5c0fb4566d10486bb1d https://github.com/eriklindernoren/Keras-GAN/b...
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5 (layer_input) UpSampling2D python eriklindernoren/Keras-GAN discogan/discogan.py 44d3320e84ca00071de8a5c0fb4566d10486bb1d https://github.com/eriklindernoren/Keras-GAN/b...
6 (size=2) UpSampling2D python eriklindernoren/Keras-GAN discogan/discogan.py 44d3320e84ca00071de8a5c0fb4566d10486bb1d https://github.com/eriklindernoren/Keras-GAN/b...
7 (u) Conv2D python eriklindernoren/Keras-GAN discogan/discogan.py 44d3320e84ca00071de8a5c0fb4566d10486bb1d https://github.com/eriklindernoren/Keras-GAN/b...
8 (filters, kernel_size=f_size, strides=1, paddi... Conv2D python eriklindernoren/Keras-GAN discogan/discogan.py 44d3320e84ca00071de8a5c0fb4566d10486bb1d https://github.com/eriklindernoren/Keras-GAN/b...
9 (u) Dropout python eriklindernoren/Keras-GAN discogan/discogan.py 44d3320e84ca00071de8a5c0fb4566d10486bb1d https://github.com/eriklindernoren/Keras-GAN/b...
10 (dropout_rate) Dropout python eriklindernoren/Keras-GAN discogan/discogan.py 44d3320e84ca00071de8a5c0fb4566d10486bb1d https://github.com/eriklindernoren/Keras-GAN/b...
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12 () Concatenate python eriklindernoren/Keras-GAN discogan/discogan.py 44d3320e84ca00071de8a5c0fb4566d10486bb1d https://github.com/eriklindernoren/Keras-GAN/b...
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16 (self.channels, kernel_size=4, strides=1,\n ... Conv2D python eriklindernoren/Keras-GAN discogan/discogan.py 44d3320e84ca00071de8a5c0fb4566d10486bb1d https://github.com/eriklindernoren/Keras-GAN/b...
17 (layer_input) Conv2D python eriklindernoren/Keras-GAN discogan/discogan.py 44d3320e84ca00071de8a5c0fb4566d10486bb1d https://github.com/eriklindernoren/Keras-GAN/b...
18 (filters, kernel_size=f_size, strides=2, paddi... Conv2D python eriklindernoren/Keras-GAN discogan/discogan.py 44d3320e84ca00071de8a5c0fb4566d10486bb1d https://github.com/eriklindernoren/Keras-GAN/b...
19 (d) LeakyReLU python eriklindernoren/Keras-GAN discogan/discogan.py 44d3320e84ca00071de8a5c0fb4566d10486bb1d https://github.com/eriklindernoren/Keras-GAN/b...
20 (alpha=0.2) LeakyReLU python eriklindernoren/Keras-GAN discogan/discogan.py 44d3320e84ca00071de8a5c0fb4566d10486bb1d https://github.com/eriklindernoren/Keras-GAN/b...
21 (d4) Conv2D python eriklindernoren/Keras-GAN discogan/discogan.py 44d3320e84ca00071de8a5c0fb4566d10486bb1d https://github.com/eriklindernoren/Keras-GAN/b...
22 (1, kernel_size=4, strides=1, padding='same') Conv2D python eriklindernoren/Keras-GAN discogan/discogan.py 44d3320e84ca00071de8a5c0fb4566d10486bb1d https://github.com/eriklindernoren/Keras-GAN/b...
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636 (u4) Conv2D python eriklindernoren/Keras-GAN ccgan/ccgan.py 44d3320e84ca00071de8a5c0fb4566d10486bb1d https://github.com/eriklindernoren/Keras-GAN/b...
637 (self.channels, kernel_size=4, strides=1, padd... Conv2D python eriklindernoren/Keras-GAN ccgan/ccgan.py 44d3320e84ca00071de8a5c0fb4566d10486bb1d https://github.com/eriklindernoren/Keras-GAN/b...
638 () Sequential python eriklindernoren/Keras-GAN ccgan/ccgan.py 44d3320e84ca00071de8a5c0fb4566d10486bb1d https://github.com/eriklindernoren/Keras-GAN/b...
639 (64, kernel_size=4, strides=2, padding='same',... Conv2D python eriklindernoren/Keras-GAN ccgan/ccgan.py 44d3320e84ca00071de8a5c0fb4566d10486bb1d https://github.com/eriklindernoren/Keras-GAN/b...
640 (alpha=0.8) LeakyReLU python eriklindernoren/Keras-GAN ccgan/ccgan.py 44d3320e84ca00071de8a5c0fb4566d10486bb1d https://github.com/eriklindernoren/Keras-GAN/b...
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643 (256, kernel_size=4, strides=2, padding='same') Conv2D python eriklindernoren/Keras-GAN ccgan/ccgan.py 44d3320e84ca00071de8a5c0fb4566d10486bb1d https://github.com/eriklindernoren/Keras-GAN/b...
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645 (features) Conv2D python eriklindernoren/Keras-GAN ccgan/ccgan.py 44d3320e84ca00071de8a5c0fb4566d10486bb1d https://github.com/eriklindernoren/Keras-GAN/b...
646 (1, kernel_size=4, strides=1, padding='same') Conv2D python eriklindernoren/Keras-GAN ccgan/ccgan.py 44d3320e84ca00071de8a5c0fb4566d10486bb1d https://github.com/eriklindernoren/Keras-GAN/b...
647 (features) Flatten python eriklindernoren/Keras-GAN ccgan/ccgan.py 44d3320e84ca00071de8a5c0fb4566d10486bb1d https://github.com/eriklindernoren/Keras-GAN/b...
648 () Flatten python eriklindernoren/Keras-GAN ccgan/ccgan.py 44d3320e84ca00071de8a5c0fb4566d10486bb1d https://github.com/eriklindernoren/Keras-GAN/b...
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