official/projects/triviaqa/dataset.py
File dataset.py
has 386 lines of code (exceeds 250 allowed). Consider refactoring. Open
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# 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 parse_example
has a Cognitive Complexity of 13 (exceeds 5 allowed). Consider refactoring. Open
Open
def parse_example(exclude_context, web_dir, wiki_dir, article):
"""Return a single example from an article JSON record."""
def _strip(collection):
return [item.strip() for item in collection]
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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 6 arguments (exceeds 4 allowed). Consider refactoring. Open
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def __init__(self,
Function _build_pcollection
has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
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def _build_pcollection(self, pipeline, files, web_dir, wiki_dir, answer):
Function _split_generators
has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring. Open
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def _split_generators(self, dl_manager):
"""Returns SplitGenerators."""
cfg = self.builder_config
download_urls = dict()
if not (cfg.unfiltered and cfg.exclude_context):
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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"