Showing 8,397 of 21,127 total issues
Function _create_config_proto has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def _create_config_proto(
self
) -> tpu_embedding_configuration_pb2.TPUEmbeddingConfiguration:
"""Creates the TPUEmbeddingConfiguration proto.
- 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 _flatten_non_variable_composites_with_tuple_path has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def _flatten_non_variable_composites_with_tuple_path(structure, path_prefix=()):
"""Flattens composite tensors with tuple path expect variables."""
for path, child in nest.flatten_with_tuple_paths(structure):
if (isinstance(child, composite_tensor.CompositeTensor) and
not _is_variable(child)):- 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_and_update_output_shapes_from_input has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def _get_and_update_output_shapes_from_input(
self,
per_replica_input_shapes: Optional[List[TensorShape]] = None,
per_replica_batch_size: Optional[int] = None):
"""Get and update the per replica output shapes from the 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 enqueue has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def enqueue(
self,
features: Any,
weights: Optional[Any] = None,
device: Optional[str] = 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 dequeue has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def dequeue(
self,
partitioned_tensors: Tuple[
Dict[str, PartitionedCsrFormatTensor], int, int
],- 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_dense_tensor has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def _get_dense_tensor(self, inputs, weight_collections=None, trainable=None):
_check_invalid_cases(self._embedding_lookup_device)
# CPU Case.
is_cpu = self._embedding_lookup_device == EmbeddingDevice.CPU
is_cpu = is_cpu or _is_running_on_cpu()- 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 _is_user_excluded_op has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def _is_user_excluded_op(self, op):
for opname_re in self._parameters.excluded_opname_re_list:
if opname_re.match(op.name):
return True
for optype_re in self._parameters.excluded_optype_re_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 _init_summary_op has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def _init_summary_op(self, summary_op=USE_DEFAULT):
"""Initializes summary_op.
Args:
summary_op: An Operation that returns a Summary for the event logs. If set- 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 6 (exceeds 5 allowed). Consider refactoring. Open
def __init__(self,
learning_rate,
learning_rate_power=-0.5,
initial_accumulator_value=0.1,
l1_regularization_strength=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 __init__ has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def __init__(self,
session_creator,
hooks,
should_recover,
stop_grace_period_secs=120):- 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_stop_with_exception has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def _maybe_stop_with_exception(self, coord):
while True:
with self._lock:
if self._calls_before_stopping == 0:
try:- 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_var_info has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def _get_var_info(var, prev_tensor_name=None):
"""Helper method for standarizing Variable and naming.
Args:
var: Current graph's variable that needs to be warm-started (initialized).- 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 run has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def run(self):
with self._coord.stop_on_exception():
self.start_loop()
if self._timer_interval_secs is None:
# Call back-to-back.- 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 _verify_setup has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def _verify_setup(self):
"""Check that all is good.
Raises:
ValueError: If something is not good.- 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 doTestFtrlwithoutRegularization has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def doTestFtrlwithoutRegularization(self, use_resource=False):
# The v1 optimizers do not support eager execution
with ops.Graph().as_default():
for dtype in [dtypes.half, dtypes.float32]:
with self.cached_session():- 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 _check_saver_def has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def _check_saver_def(self):
if not isinstance(self.saver_def, saver_pb2.SaverDef):
raise ValueError("saver_def must be a saver_pb2.SaverDef: %s" %
self.saver_def)
if not context.executing_eagerly():- 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 save_op has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def save_op(self, filename_tensor, saveables):
"""Create an Op to save 'saveables'.
This is intended to be overridden by subclasses that want to generate
different Ops.- 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 add_summary has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def add_summary(self, summary, global_step=None):
"""Adds a `Summary` protocol buffer to the event file.
This method wraps the provided summary in an `Event` protocol buffer
and adds it to the event file.- 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 after_run has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def after_run(self, run_context, run_values):
stale_global_step = run_values.results
if self._timer.should_trigger_for_step(stale_global_step +
self._steps_per_run):
# get the real value after train op.- 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 create_zeros_slot has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def create_zeros_slot(primary,
name,
dtype=None,
colocate_with_primary=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"