official/legacy/transformer/data_download.py
File data_download.py
has 314 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 encode_and_save_files
has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
Open
def encode_and_save_files(subtokenizer, data_dir, raw_files, tag, total_shards):
Function shuffle_records
has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring. Open
Open
def shuffle_records(fname):
"""Shuffle records in a single file."""
logging.info("Shuffling records in file %s", fname)
# Rename file prior to shuffling
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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 encode_and_save_files
has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
Open
def encode_and_save_files(subtokenizer, data_dir, raw_files, tag, total_shards):
"""Save data from files as encoded Examples in TFrecord format.
Args:
subtokenizer: Subtokenizer object that will be used to encode the strings.
- 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"