Showing 11,634 of 11,634 total issues
Function build_maskrcnn has 28 lines of code (exceeds 25 allowed). Consider refactoring. Open
def build_maskrcnn(input_specs: tf_keras.layers.InputSpec,
model_config: maskrcnn_cfg.MaskRCNN,
l2_regularizer: Optional[
tf_keras.regularizers.Regularizer] = None,
backbone: Optional[tf_keras.Model] = None,Function __init__ has 28 lines of code (exceeds 25 allowed). Consider refactoring. Open
def __init__(self,
model_id: str,
input_specs: tf_keras.layers.InputSpec = layers.InputSpec(
shape=[None, None, None, 3]),
se_ratio: float = 0.0,Function __init__ has 28 lines of code (exceeds 25 allowed). Consider refactoring. Open
def __init__(
self,
model_id: int,
output_stride: int,
input_specs: tf_keras.layers.InputSpec = layers.InputSpec(Function __init__ has 28 lines of code (exceeds 25 allowed). Consider refactoring. Open
def __init__(self,
vocab_size,
hidden_size=768,
num_layers=12,
num_attention_heads=12,Function test_export_model has 28 lines of code (exceeds 25 allowed). Consider refactoring. Open
def test_export_model(self):
# Exports a savedmodel for TF-Hub
hidden_size = 16
bert_config = configs.BertConfig(
vocab_size=100,Function _build_transform has 28 lines of code (exceeds 25 allowed). Consider refactoring. Open
def _build_transform(image,
perspective=0.00,
degrees=0.0,
scale_min=1.0,
scale_max=1.0,Function assign_centernet_targets has 28 lines of code (exceeds 25 allowed). Consider refactoring. Open
def assign_centernet_targets(labels: Dict[str, tf.Tensor],
output_size: List[int],
input_size: List[int],
num_classes: int = 90,
max_num_instances: int = 128,Function reduce_aggregated_logs has 28 lines of code (exceeds 25 allowed). Consider refactoring. Open
def reduce_aggregated_logs(self, aggregated_logs, global_step=None):
sentence_prediction_is_entity = np.concatenate(
aggregated_logs['sentence_prediction_is_entity'], axis=0)
sentence_prediction_is_entity = np.reshape(
sentence_prediction_is_entity,Function test_movinet_export_a0_stream_with_tflite has 28 lines of code (exceeds 25 allowed). Consider refactoring. Open
def test_movinet_export_a0_stream_with_tflite(self):
saved_model_path = self.get_temp_dir()
FLAGS.export_path = saved_model_path
FLAGS.model_id = 'a0'Function Top1Accuracy has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def Top1Accuracy(predictions, recognition_solution):
"""Computes top-1 accuracy for recognition prediction.
Note that test images without ground-truth are ignored.
- 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 ReadMetricsFile has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def ReadMetricsFile(metrics_path):
"""Reads aggregated retrieval metrics from text file.
Args:
metrics_path: Full file path, containing aggregated retrieval metrics.- 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 ResizeImage has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def ResizeImage(image, config, resize_factor=1.0):
"""Resizes image according to config.
Args:
image: Uint8 array with shape (height, width, 3).- 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 main has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def main(argv):
if len(argv) > 1:
raise RuntimeError('Too many command-line arguments.')
# Read list of images.- 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 main has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def main(argv):
if len(argv) > 1:
raise RuntimeError('Too many command-line arguments.')
# Read list of images.- 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 main has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def main(argv):
if len(argv) > 1:
raise RuntimeError('Too many command-line arguments.')
# Parse dataset to obtain query/index images, and ground-truth.- 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 get_tags has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def get_tags(span_labels, length, encoding):
"""Converts a list of entities to token-label labels based on the provided
encoding (e.g., BIOES).
"""
- 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 10 (exceeds 5 allowed). Consider refactoring. Open
def __init__(self, architecture='ResNet101', pooling='gem',
whitening=False, pretrained=True, data_root=''):
"""GlobalFeatureNet network initialization.
Args:- 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 main has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def main(unused_argv):
tf.logging.set_verbosity(tf.logging.INFO)
dataset = data_generator.Dataset(
dataset_name=FLAGS.dataset,- 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 get_model_gradient_multipliers has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def get_model_gradient_multipliers(last_layers, last_layer_gradient_multiplier):
"""Gets the gradient multipliers.
The gradient multipliers will adjust the learning rates for model
variables. For the task of semantic segmentation, the models are- 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 has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def train(train_model, pretrained_ckpt, checkpoint_dir, train_steps,
summary_freq):
"""Train model."""
if pretrained_ckpt is not None:
vars_to_restore = util.get_vars_to_restore(pretrained_ckpt)- 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"