File sparse_ops.py has 2945 lines of code (exceeds 250 allowed). Consider refactoring. Open
# 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 atFunction sparse_bincount has a Cognitive Complexity of 22 (exceeds 5 allowed). Consider refactoring. Open
def sparse_bincount(values,
weights=None,
axis=0,
minlength=None,
maxlength=None,- Read upRead up
Cognitive Complexity
Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.
A method's cognitive complexity is based on a few simple rules:
- Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
- Code is considered more complex for each "break in the linear flow of the code"
- Code is considered more complex when "flow breaking structures are nested"
Further reading
Function sparse_merge_impl has a Cognitive Complexity of 21 (exceeds 5 allowed). Consider refactoring. Open
def sparse_merge_impl(sp_ids,
sp_values,
vocab_size,
name=None,
already_sorted=False):- Read upRead up
Cognitive Complexity
Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.
A method's cognitive complexity is based on a few simple rules:
- Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
- Code is considered more complex for each "break in the linear flow of the code"
- Code is considered more complex when "flow breaking structures are nested"
Further reading
Function sparse_reshape has a Cognitive Complexity of 17 (exceeds 5 allowed). Consider refactoring. Open
def sparse_reshape(sp_input, shape, name=None):
"""Reshapes a `SparseTensor` to represent values in a new dense shape.
This operation has the same semantics as `reshape` on the represented dense
tensor. The indices of non-empty values in `sp_input` are recomputed based- Read upRead up
Cognitive Complexity
Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.
A method's cognitive complexity is based on a few simple rules:
- Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
- Code is considered more complex for each "break in the linear flow of the code"
- Code is considered more complex when "flow breaking structures are nested"
Further reading
Function sparse_concat_v2 has a Cognitive Complexity of 16 (exceeds 5 allowed). Consider refactoring. Open
def sparse_concat_v2(axis, sp_inputs, expand_nonconcat_dims=False, name=None): # pylint: disable=missing-docstring
sp_inputs = _convert_to_sparse_tensors(sp_inputs)
if len(sp_inputs) == 1: # Degenerate case of one tensor.
return sp_inputs[0]- Read upRead up
Cognitive Complexity
Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.
A method's cognitive complexity is based on a few simple rules:
- Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
- Code is considered more complex for each "break in the linear flow of the code"
- Code is considered more complex when "flow breaking structures are nested"
Further reading
Function bincount has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring. Open
def bincount(arr: sparse_tensor.SparseTensor,
weights=None,
minlength=None,
maxlength=None,
dtype=dtypes.int32,- Read upRead up
Cognitive Complexity
Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.
A method's cognitive complexity is based on a few simple rules:
- Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
- Code is considered more complex for each "break in the linear flow of the code"
- Code is considered more complex when "flow breaking structures are nested"
Further reading
Function sparse_reset_shape has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring. Open
def sparse_reset_shape(sp_input, new_shape=None):
"""Resets the shape of a `SparseTensor` with indices and values unchanged.
If `new_shape` is None, returns a copy of `sp_input` with its shape reset
to the tight bounding box of `sp_input`. This will be a shape consisting of- Read upRead up
Cognitive Complexity
Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.
A method's cognitive complexity is based on a few simple rules:
- Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
- Code is considered more complex for each "break in the linear flow of the code"
- Code is considered more complex when "flow breaking structures are nested"
Further reading
Function bincount has 8 arguments (exceeds 4 allowed). Consider refactoring. Open
def bincount(arr: sparse_tensor.SparseTensor,Function sparse_transpose has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring. Open
def sparse_transpose(sp_input, perm=None, name=None):
"""Transposes a `SparseTensor`.
Permutes the dimensions according to the value of `perm`. This is the sparse
version of `tf.transpose`.- Read upRead up
Cognitive Complexity
Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.
A method's cognitive complexity is based on a few simple rules:
- Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
- Code is considered more complex for each "break in the linear flow of the code"
- Code is considered more complex when "flow breaking structures are nested"
Further reading
Function _sparse_cross_internal_v2 has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring. Open
def _sparse_cross_internal_v2(inputs):
"""See gen_sparse_ops.sparse_cross_v2."""
if not isinstance(inputs, (tuple, list)):
raise TypeError("Inputs must be a list")
if not all(- Read upRead up
Cognitive Complexity
Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.
A method's cognitive complexity is based on a few simple rules:
- Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
- Code is considered more complex for each "break in the linear flow of the code"
- Code is considered more complex when "flow breaking structures are nested"
Further reading
Function _sparse_cross_internal has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring. Open
def _sparse_cross_internal(inputs,
hashed_output=False,
num_buckets=0,
hash_key=None,
name=None):- Read upRead up
Cognitive Complexity
Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.
A method's cognitive complexity is based on a few simple rules:
- Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
- Code is considered more complex for each "break in the linear flow of the code"
- Code is considered more complex when "flow breaking structures are nested"
Further reading
Function sparse_bincount has 7 arguments (exceeds 4 allowed). Consider refactoring. Open
def sparse_bincount(values,Function sparse_concat has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def sparse_concat(axis,Function sparse_split has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def sparse_split(keyword_required=KeywordRequired(),Function sparse_tensor_dense_matmul has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def sparse_tensor_dense_matmul(sp_a,
b,
adjoint_a=False,
adjoint_b=False,
name=None):- Read upRead up
Cognitive Complexity
Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.
A method's cognitive complexity is based on a few simple rules:
- Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
- Code is considered more complex for each "break in the linear flow of the code"
- Code is considered more complex when "flow breaking structures are nested"
Further reading
Function sparse_to_dense has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def sparse_to_dense(sparse_indices,Function sparse_merge_impl has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def sparse_merge_impl(sp_ids,Function sparse_reduce_max_v2 has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def sparse_reduce_max_v2(Function sparse_reduce_sum has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def sparse_reduce_sum(sp_input, axis=None, keepdims=None,Function sparse_reduce_max has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def sparse_reduce_max(sp_input, axis=None, keepdims=None,Function sparse_reduce_sum_v2 has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def sparse_reduce_sum_v2(Function _sparse_cross_internal has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def _sparse_cross_internal(inputs,Function sparse_reduce_max_sparse has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def sparse_reduce_max_sparse(sp_input,Function sparse_reduce_sum_sparse has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def sparse_reduce_sum_sparse(sp_input,Function sparse_tensor_dense_matmul has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def sparse_tensor_dense_matmul(sp_a,Function sparse_merge has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def sparse_merge(sp_ids, sp_values, vocab_size, name=None,Function sparse_add_v2 has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring. Open
def sparse_add_v2(a, b, threshold=0):
"""Adds two tensors, at least one of each is a `SparseTensor`.
If one `SparseTensor` and one `Tensor` are passed in, returns a `Tensor`. If
both arguments are `SparseTensor`s, this returns a `SparseTensor`. The order- Read upRead up
Cognitive Complexity
Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.
A method's cognitive complexity is based on a few simple rules:
- Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
- Code is considered more complex for each "break in the linear flow of the code"
- Code is considered more complex when "flow breaking structures are nested"