File mosaic_blocks.py has 783 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 14 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(Function __init__ has 11 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(Function build has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring. Open
def build(
self, input_shape: Union[tf.TensorShape, Dict[str,
tf.TensorShape]]) -> None:
"""Builds this MOSAIC encoder block with the given single input shape."""
input_shape = (- 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 __init__ has 10 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(Function __init__ has 10 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(Function call has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def call(self,
inputs: Union[tf.Tensor, Dict[str, tf.Tensor]],
training: Optional[bool] = None) -> tf.Tensor:
"""Calls this MOSAIC encoder block with the given input."""
if training is 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 build has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def build(
self,
input_shape: Tuple[tf.TensorShape, tf.TensorShape]) -> None:
"""Builds the block with the given input shape."""
# Assume backbone features of the same level are concated before input.- 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 __init__ has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring. Open
def __init__(
self,
encoder_input_level: Optional[Union[str, int]] = '4',
branch_filter_depths: Optional[List[int]] = None,
conv_kernel_sizes: Optional[List[int]] = 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 call has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring. Open
def call(self,
inputs: Tuple[tf.Tensor, tf.Tensor],
training: Optional[bool] = None) -> tf.Tensor:
"""Calls this decoder sum-merge block with the given input.
- 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 has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def build(
self,
input_shape: Tuple[tf.TensorShape, tf.TensorShape]) -> None:
"""Builds this block with the given input shape."""
# Assume backbone features of the same level are concated before input.- 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 __init__ has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring. Open
def __init__(
self,
output_filter_depths: Optional[List[int]] = None,
kernel_sizes: Optional[List[int]] = None,
use_sync_bn: bool = False,- 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 has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring. Open
def build(self, input_shape: tf.TensorShape) -> None:
"""Builds the block with the given input shape."""
input_channels = input_shape[self._group_split_axis]
if input_channels % self._num_groups != 0:
raise ValueError('The number of input channels must be divisible by '- 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 call has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring. Open
def call(self,
inputs: tf.Tensor,
training: Optional[bool] = None) -> tf.Tensor:
"""Calls this group convolution block with the given inputs."""
inputs_splits = tf.split(inputs,- 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 call has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def call(self,
inputs: Tuple[tf.Tensor, tf.Tensor],
training: Optional[bool] = None) -> tf.Tensor:
"""Calls this concat-merge block with the given inputs.
- 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"