File text_layers.py
has 606 lines of code (exceeds 250 allowed). Consider refactoring. Open
# Copyright 2024 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 __init__
has 9 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(self,
Function __init__
has 8 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(self,
Function __init__
has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(self, *,
Function bert_pack_inputs
has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def bert_pack_inputs(inputs: Union[tf.RaggedTensor, List[tf.RaggedTensor]],
seq_length: Union[int, tf.Tensor],
start_of_sequence_id: Union[int, tf.Tensor],
end_of_segment_id: Union[int, tf.Tensor],
padding_id: Union[int, tf.Tensor],
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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 __init__
has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(self,
Function bert_pack_inputs
has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def bert_pack_inputs(inputs: Union[tf.RaggedTensor, List[tf.RaggedTensor]],
Function _init_token_ids
has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def _init_token_ids(
Function _create_special_tokens_dict
has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def _create_special_tokens_dict(self, vocab_table, vocab_file):
special_tokens = dict(start_of_sequence_id="[CLS]",
end_of_segment_id="[SEP]",
padding_id="[PAD]",
mask_id="[MASK]")
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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 call
has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def call(self, inputs: tf.Tensor):
"""Calls `text.SentencepieceTokenizer` on inputs.
Args:
inputs: A string Tensor of shape `(batch_size,)`.
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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 _create_special_tokens_dict
has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def _create_special_tokens_dict(self):
special_tokens = dict(
start_of_sequence_id=b"[CLS]",
end_of_segment_id=b"[SEP]",
padding_id=b"<pad>",
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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 _init_token_ids
has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def _init_token_ids(
self, *,
start_of_sequence_id,
end_of_segment_id,
padding_id,
- 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"