Showing 11,634 of 11,634 total issues
Function pretrain_model has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def pretrain_model(bert_config,Function prediction_output_squad has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def prediction_output_squad(strategy, input_meta_data, tokenizer, squad_lib,Function dump_to_files has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def dump_to_files(all_predictions,Function testAnchorRpnSample has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def testAnchorRpnSample(self, num_anchors, num_positives,Function _gather_batched has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def _gather_batched(self, labels, match_indices, mask, mask_val):
"""Gather based on batched labels."""
batch_size = labels.shape[0]
if batch_size == 1:
if mask is not 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 train_squad has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def train_squad(strategy,Function main has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def main(_):
gin.parse_config_files_and_bindings(FLAGS.gin_file, FLAGS.gin_param)
with tf.io.gfile.GFile(FLAGS.input_meta_data_path, 'rb') as reader:
input_meta_data = json.loads(reader.read().decode('utf-8'))- 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 8 (exceeds 5 allowed). Consider refactoring. Open
def initialize(params: base_configs.ExperimentConfig,
dataset_builder: dataset_factory.DatasetBuilder):
"""Initializes backend related initializations."""
keras_utils.set_session_config(enable_xla=params.runtime.enable_xla)
performance.set_mixed_precision_policy(dataset_builder.dtype)- 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 predict_squad has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def predict_squad(strategy,Function instance_masks_overlap has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def instance_masks_overlap(Function apply_transform_to_images has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def apply_transform_to_images(
images,
transforms,
fill_mode='reflect',
fill_value=0.0,- 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 preprocess_for_eval has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def preprocess_for_eval(Function get_callbacks has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def get_callbacks(
model_checkpoint: bool = True,
include_tensorboard: bool = True,
time_history: bool = True,
track_lr: bool = True,- 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__(Function distort has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def distort(self, image: tf.Tensor) -> tf.Tensor:
"""Applies the AutoAugment policy to `image`.
AutoAugment is from the paper: https://arxiv.org/abs/1805.09501.
- 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
if eval_input_fn:
# Re-initialize evaluation metric.
eval_loss_metric.reset_states()
for metric in eval_metrics + model.metrics:
metric.reset_states()Function testEquivalentResult has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def testEquivalentResult(self, min_level, max_level, aspect_ratios,Function normalize_images has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def normalize_images(features: tf.Tensor,Function gather_instances has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def gather_instances(selected_indices, instances, *aux_instances):
"""Gathers instances by indices.
Args:
selected_indices: a Tensor of shape [batch, K] which indicates the selected- 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 crop_mask_in_target_box has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def crop_mask_in_target_box(masks: tf.Tensor,