File train.py has 318 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 atFunction fit has 12 arguments (exceeds 4 allowed). Consider refactoring. Open
def fit(model,Function evaluate has 9 arguments (exceeds 4 allowed). Consider refactoring. Open
def evaluate(sp_processor, features_map_fn, labels_map_fn, logits_fn,Function evaluate has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def evaluate(sp_processor, features_map_fn, labels_map_fn, logits_fn,
decode_logits_fn, split_and_pad_fn, distribute_strategy,
validation_dataset, ground_truth):
"""Run evaluation."""
loss_metric = tf_keras.metrics.Mean()- 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 fit has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def fit(model,
strategy,
train_dataset,
model_dir,
init_checkpoint_path=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 read_model_config has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring. Open
def read_model_config(encoder,
path,
bigbird_block_size=None) -> encoders.EncoderConfig:
"""Merges the JSON configuration into the encoder configuration."""
with tf.io.gfile.GFile(path) as f:- 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"