Showing 11,634 of 11,634 total issues
Function test_metric_computation_is_correct has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def test_metric_computation_is_correct(Function __init__ has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def __init__(
self,
config: ExperimentConfig,
task: base_task.Task,
model: tf_keras.Model,- 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 _postprocess_image has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def _postprocess_image(image: tf.Tensor,Function contrastive_loss has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def contrastive_loss(hidden,Function assertHasSameTypes has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def assertHasSameTypes(self, c, d, msg=''):
"""Checks if a Config has the same structure as a given dict.
Args:
c: the Config object to be check.- 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 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(self,Function initialize has a Cognitive Complexity of 8 (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 apply_transform has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def apply_transform(i, x, brightness, contrast, saturation, hue):Function __init__ has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(self,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
Avoid deeply nested control flow statements. Open
for k in nodes_below:
logging.info(streams[k].shape)
lg_channel = max(streams[k].shape[3], lg_channel)
Function _import_config has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def _import_config(cls, v, subconfig_type):
"""Returns v with dicts converted to Configs, recursively."""
if not issubclass(subconfig_type, params_dict.ParamsDict):
raise TypeError(
'Subconfig_type should be subclass of ParamsDict, found {!r}'.format(- 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: 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 conv3d_same_padding has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def conv3d_same_padding(inputs: tf.Tensor,Function create_trainer has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def create_trainer(params: config_definitions.ExperimentConfig,Function __init__ has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(self,Avoid deeply nested control flow statements. Open
for node_index in nodes_below:
attn = tf.reduce_mean(streams[node_index], [1, 2])
attn = tf_keras.layers.Dense(
units=lg_channel,Function try_count_params has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def try_count_params(
model: Union[tf.Module, tf_keras.Model],
trainable_only: bool = False):
"""Count the number of parameters if model is possible.
- 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 _maybe_build_checkpoint_manager has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def _maybe_build_checkpoint_manager(
self) -> Optional[tf.train.CheckpointManager]:
"""Maybe create a CheckpointManager."""
assert self.trainer is not None
if self.trainer.checkpoint:- 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 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(