Showing 11,634 of 11,634 total issues
Avoid deeply nested control flow statements. Open
if isinstance(groundtruths['masks'][i][j, k], tf.Tensor):
mask = Image.open(
six.BytesIO(groundtruths['masks'][i][j, k].numpy()))
else:
mask = Image.open(Function test_pad_groundtruths_to_fixed_size has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def test_pad_groundtruths_to_fixed_size(self, boxes, area, classes, size,
attributes):
groundtruths = {}
groundtruths['boxes'] = tf.constant(boxes)
groundtruths['is_crowds'] = tf.constant([[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 validation_step has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def validation_step(self,
inputs: Tuple[Any, Any],
model: tf_keras.Model,
metrics: Optional[List[Any]] = None):
"""Validatation step.- 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 j, iou in enumerate(iou_thresholds):
if int(iou * 100) in {50, 75}:
logs[f'{prefix}{ap_key}{int(iou * 100)} ByCategory/{k}'] = (
per_class_ap[j][k]
)Function test_forward has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def test_forward(self, strategy, image_size, training, has_att_heads,Function testDetectionsOutputShape has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def testDetectionsOutputShape(Function build_metrics has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def build_metrics(self, training: bool = True):
"""Gets streaming metrics for training/validation."""
metrics = []
self.iou_metric = 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
Avoid deeply nested control flow statements. Open
for class_id in range(self.task_config.model.num_classes):
metrics += [
tf_keras.metrics.Precision(
thresholds=th,
class_id=class_id,Function train_step has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def train_step(self,
inputs: Tuple[Any, Any],
model: tf_keras.Model,
optimizer: tf_keras.optimizers.Optimizer,
metrics: Optional[List[Any]] = 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 _generate_detections_v2_class_agnostic has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def _generate_detections_v2_class_agnostic(Function build has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def build(self, input_shape):
if self._use_projection:
if self._resnetd_shortcut:
self._shortcut0 = tf_keras.layers.AveragePooling2D(
pool_size=2, strides=self._strides, padding='same')- 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 _maximum_activation_size has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def _maximum_activation_size(model):
max_size = 0
for layer in model.layers:
outputs = layer.output
if not isinstance(outputs, list):- 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(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_losses has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def build_losses(self,
labels: tf.Tensor,
model_outputs: tf.Tensor,
aux_losses: Optional[Any] = None) -> tf.Tensor:
"""Builds sparse categorical cross entropy loss.- 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(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
Avoid deeply nested control flow statements. Open
if use_batched_nms:
this_level_rois, this_level_roi_scores, _, _ = (
tf.image.combined_non_max_suppression(
tf.expand_dims(this_level_boxes, axis=2),
tf.expand_dims(this_level_scores, axis=-1),Function __init__ has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(Function __init__ has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(Function _generate_detections_v2_class_aware has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def _generate_detections_v2_class_aware(Function to_absolute_coordinates has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def to_absolute_coordinates(boxlist,