File panoptic_deeplab.py has 311 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 reduce_aggregated_logs has a Cognitive Complexity of 20 (exceeds 5 allowed). Consider refactoring. Open
def reduce_aggregated_logs(self, aggregated_logs, global_step=None):
result = {}
ious = self.perclass_iou_metric.result()
if self.task_config.evaluation.report_per_class_iou:
for i, value in enumerate(ious.numpy()):- 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 initialize has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring. Open
def initialize(self, model: tf_keras.Model):
"""Loads pretrained checkpoint."""
if not self.task_config.init_checkpoint:
return
- 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 build_metrics has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def build_metrics(self, training: bool = True) -> List[
tf_keras.metrics.Metric]:
"""Build metrics."""
eval_config = self.task_config.evaluation
metrics = []- 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
Avoid deeply nested control flow statements. Open
for i, per_class_value in enumerate(value):
metric_key = 'panoptic_quality/{}/class_{}'.format(k, i)
result[metric_key] = per_class_value
else:Function train_step has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def train_step(
self,
inputs: Tuple[Any, Any],
model: tf_keras.Model,
optimizer: tf_keras.optimizers.Optimizer,- 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"