File yt8m_input.py has 440 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 __init__ has a Cognitive Complexity of 15 (exceeds 5 allowed). Consider refactoring. Open
def __init__(
self,
input_params: exp_cfg.DataConfig,
):
- 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 parse_fn has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring. Open
def parse_fn(self, is_training):
"""Returns a parse fn that reads and parses raw tensors from the decoder.
Args:
is_training: a `bool` to indicate whether it is in training mode.- 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 _concat_features has 8 arguments (exceeds 4 allowed). Consider refactoring. Open
def _concat_features(Function _get_video_matrix has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def _get_video_matrix(features, feature_size, dtype, max_frames,Function _process_segment_and_label has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def _process_segment_and_label(video_matrix, num_frames, contexts,
segment_labels, segment_size,
num_classes) -> Dict[str, tf.Tensor]:
"""Processes a batched Tensor of frames.
- 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 _process_segment_and_label has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def _process_segment_and_label(video_matrix, num_frames, contexts,Function decode has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring. Open
def decode(self,
serialized_example: tf.train.SequenceExample) -> Dict[str, Any]:
"""Parses a single tf.train.SequenceExample into video and label tensors."""
contexts, features = tf.io.parse_single_sequence_example(
serialized_example,- 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 post_fn has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring. Open
def post_fn(self, batched_tensors: Dict[str,
tf.Tensor]) -> Dict[str, tf.Tensor]:
"""Processes batched Tensors."""
video_ids = batched_tensors.get("video_ids", None)
video_matrix = batched_tensors["video_matrix"]- 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"