File array_ops.py has 5079 lines of code (exceeds 250 allowed). Consider refactoring.

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# Copyright 2015 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at

Function shape_internal has a Cognitive Complexity of 15 (exceeds 5 allowed). Consider refactoring.

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def shape_internal(input, name=None, optimize=True, out_type=None):
  # pylint: disable=redefined-builtin
  """Returns the shape of a tensor.

  If `out_type` is not specified and the shape is fully known, then we look at

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Function size_internal has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring.

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def size_internal(input, name=None, optimize=True, out_type=dtypes.int32):
  # pylint: disable=redefined-builtin,protected-access
  """Returns the size of a tensor.

  Args:

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Function quantize_v2 has 11 arguments (exceeds 4 allowed). Consider refactoring.

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def quantize_v2(

Function quantize has 11 arguments (exceeds 4 allowed). Consider refactoring.

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def quantize(

Function quantize_and_dequantize_v2 has 11 arguments (exceeds 4 allowed). Consider refactoring.

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def quantize_and_dequantize_v2(

Function quantize_and_dequantize has 11 arguments (exceeds 4 allowed). Consider refactoring.

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def quantize_and_dequantize(

Function strided_slice has 11 arguments (exceeds 4 allowed). Consider refactoring.

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def strided_slice(input_,

Function _autopacking_helper has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.

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def _autopacking_helper(list_or_tuple, dtype, name):
  """Converts the given list or tuple to a tensor by packing.

  Args:
    list_or_tuple: A (possibly nested) list or tuple containing a tensor.

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Function dequantize has 10 arguments (exceeds 4 allowed). Consider refactoring.

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def dequantize(  # pylint: disable=missing-docstring

Function extract_image_patches has 8 arguments (exceeds 4 allowed). Consider refactoring.

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def extract_image_patches(  # pylint: disable=missing-docstring

Function matrix_diag has 7 arguments (exceeds 4 allowed). Consider refactoring.

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def matrix_diag(diagonal,

Function space_to_batch has 7 arguments (exceeds 4 allowed). Consider refactoring.

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def space_to_batch(  # pylint: disable=missing-docstring

Function one_hot has 7 arguments (exceeds 4 allowed). Consider refactoring.

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def one_hot(indices,

Function reverse_sequence has 7 arguments (exceeds 4 allowed). Consider refactoring.

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def reverse_sequence(input,

Function array_like_impl has 7 arguments (exceeds 4 allowed). Consider refactoring.

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def array_like_impl(

Function gather_v2 has 6 arguments (exceeds 4 allowed). Consider refactoring.

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def gather_v2(params,

Function matrix_diag_part has 6 arguments (exceeds 4 allowed). Consider refactoring.

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def matrix_diag_part(

Function extract_image_patches_v2 has 6 arguments (exceeds 4 allowed). Consider refactoring.

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def extract_image_patches_v2(images, sizes, strides, rates, padding, name=None):

Avoid deeply nested control flow statements.

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          if not out_type:
            return constant_op._tensor_shape_tensor_conversion_function(  # pylint: disable=protected-access
                input_shape)
          return constant(input_shape.as_list(), out_type, name=name)

Function matrix_set_diag has 6 arguments (exceeds 4 allowed). Consider refactoring.

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def matrix_set_diag(

Function gather has 6 arguments (exceeds 4 allowed). Consider refactoring.

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def gather(params,

Function ones_like_v2 has 5 arguments (exceeds 4 allowed). Consider refactoring.

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def ones_like_v2(

Function zeros_like_v2 has 5 arguments (exceeds 4 allowed). Consider refactoring.

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def zeros_like_v2(

Function split has 5 arguments (exceeds 4 allowed). Consider refactoring.

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def split(value, num_or_size_splits, axis=0, num=None, name="split"):

Function pad_v2 has 5 arguments (exceeds 4 allowed). Consider refactoring.

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def pad_v2(tensor, paddings, mode="CONSTANT", constant_values=0, name=None):

Function batch_to_space has 5 arguments (exceeds 4 allowed). Consider refactoring.

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def batch_to_space(input, crops, block_size, name=None, block_shape=None):  # pylint: disable=redefined-builtin,missing-docstring

Function reverse_sequence_v2 has 5 arguments (exceeds 4 allowed). Consider refactoring.

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def reverse_sequence_v2(input,

Function pad has 5 arguments (exceeds 4 allowed). Consider refactoring.

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def pad(tensor, paddings, mode="CONSTANT", name=None, constant_values=0):  # pylint: disable=invalid-name

Function searchsorted has 5 arguments (exceeds 4 allowed). Consider refactoring.

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def searchsorted(sorted_sequence,

Function _constant_if_small has 5 arguments (exceeds 4 allowed). Consider refactoring.

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def _constant_if_small(value, shape, dtype, name, layout=None):

Function zeros_like_impl has 5 arguments (exceeds 4 allowed). Consider refactoring.

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def zeros_like_impl(tensor, dtype, name, optimize=True, layout=None):

Function ones_like_impl has 5 arguments (exceeds 4 allowed). Consider refactoring.

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def ones_like_impl(tensor, dtype, name, optimize=True, layout=None):

Avoid too many return statements within this function.

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      return gen_array_ops.size(input, name=name, out_type=out_type)