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Function testAssociativity has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

  def testAssociativity(self):
    with DtypeConversionTestEnv('all'):
      for v1 in _ALL_INPUT_TYPES:
        for v2 in _ALL_INPUT_TYPES:
          for v3 in _ALL_INPUT_TYPES:
Severity: Minor
Found in tensorflow/python/framework/flexible_dtypes_test.py - About 25 mins to fix

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 testStructuredOutputMultipleLists has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

  def testStructuredOutputMultipleLists(self):
    with ops.Graph().as_default():
      for n_a in [0, 1, 3]:
        for n_b in [0, 1, 3]:
          for t_c in [[],
Severity: Minor
Found in tensorflow/python/framework/op_def_library_test.py - About 25 mins to fix

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 collective_manager_ids_from_op has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

def collective_manager_ids_from_op(op):
  """Returns CollectiveManager ID from the op if one exists, else None.

  CollectiveManager adds collective and no_op operations tagged with an ID,
  unique to the manager object. This function extracts that ID, or None, if the
Severity: Minor
Found in tensorflow/python/framework/auto_control_deps.py - About 25 mins to fix

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 smart_constant_value has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

def smart_constant_value(pred):
  """Return the bool value for `pred`, or None if `pred` had a dynamic value.

  Args:
    pred: A scalar, either a Python bool or tensor.
Severity: Minor
Found in tensorflow/python/framework/smart_cond.py - About 25 mins to fix

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 set_device_policy has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

def set_device_policy(device_policy):
  """Sets the current thread device policy.

  The device policy controls how operations requiring inputs on a specific
  device (e.g., on GPU:0) handle inputs on a different device (e.g. GPU:1).
Severity: Minor
Found in tensorflow/python/framework/config.py - About 25 mins to fix

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_default_attr_value has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

def _is_default_attr_value(op_def, attr_name, attr_value):
  """Checks if given attribute matches the default value in the op def."""
  for attr_def in op_def.attr:
    if attr_def.name == attr_name:
      if not attr_def.HasField("default_value"):
Severity: Minor
Found in tensorflow/python/framework/meta_graph.py - About 25 mins to fix

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 _process_switch has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

  def _process_switch(self, switch_op, ops_which_must_run,
                      last_write_to_resource, merge_for_resource):
    """Processes a switch node for a resource input.

    When tensorflow creates a cond, it creates a control flow context for each
Severity: Minor
Found in tensorflow/python/framework/auto_control_deps.py - About 25 mins to fix

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 _extract_graph_summary has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

def _extract_graph_summary(graph_def):
  """Extracts useful information from the graph and returns them."""
  name_to_input_name = {}  # Keyed by the dest node name.
  name_to_node = {}  # Keyed by node name.
Severity: Minor
Found in tensorflow/python/framework/graph_util_impl.py - About 25 mins to fix

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 test_type_annotation_empty_for_imported_op has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

  def test_type_annotation_empty_for_imported_op(self):
    for imported_op in [
        data_flow_ops.DynamicStitch,
        gen_nn_ops.FusedBatchNorm,
        gen_math_ops.Add,
Severity: Minor
Found in tensorflow/python/framework/python_op_gen_annotation_test.py - About 25 mins to fix

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 6 (exceeds 5 allowed). Consider refactoring.
Open

def _initialize():
  """Generate the rest of the promotion table from the one-way promotion table.

  Returns: None
  """
Severity: Minor
Found in tensorflow/python/framework/flexible_dtypes.py - About 25 mins to fix

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 convert has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

    def convert(x):
      """Converts a function output to a Tensor."""
      if x is None:
        return None
      if op_return_value is not None and isinstance(x, ops.Operation):
Severity: Minor
Found in tensorflow/python/framework/func_graph.py - About 25 mins to fix

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 test_type_annotation_not_empty_for_internal_op has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

  def test_type_annotation_not_empty_for_internal_op(self):
    for internal_op in [
        data_flow_ops.dynamic_stitch,
        gen_nn_ops._fused_batch_norm,
        gen_math_ops.add,
Severity: Minor
Found in tensorflow/python/framework/python_op_gen_annotation_test.py - About 25 mins to fix

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 IsCPUTargetAvailable has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

def IsCPUTargetAvailable(target):
  if target.startswith("arm"):
    return _pywrap_util_port.IsAArch32Available()
  elif target.startswith("aarch64"):
    return _pywrap_util_port.IsAArch64Available()
Severity: Minor
Found in tensorflow/python/framework/test_util.py - About 25 mins to fix

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 _tf_extension_type_fields has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

  def _tf_extension_type_fields(cls):  # pylint: disable=no-self-argument
    """An ordered list describing the fields of this ExtensionType.

    Returns:
      A list of `ExtensionTypeField` objects.  Forward references are resolved
Severity: Minor
Found in tensorflow/python/framework/extension_type.py - About 25 mins to fix

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 test_session has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

  def test_session(
      self,
      graph: Optional[ops.Graph] = None,
      config: Optional[config_pb2.ConfigProto] = None,
      use_gpu: bool = True,
Severity: Minor
Found in tensorflow/python/framework/test_util.py - About 25 mins to fix

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_all_in_deprecated_graph_mode_only has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

def run_all_in_deprecated_graph_mode_only(cls: _TC) -> _TC:
  """Execute all tests in a class in graph mode."""
  base_decorator = deprecated_graph_mode_only
  for name in dir(cls):
    if (not name.startswith(unittest.TestLoader.testMethodPrefix) or
Severity: Minor
Found in tensorflow/python/framework/test_util.py - About 25 mins to fix

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_class_in_v1_v2 has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

def run_class_in_v1_v2(cls: _TC) -> _TC:
  """Execute all test methods in a given class in v1 and v2 modes."""
  base_decorator = run_in_v1_v2
  for name in dir(cls):
    if (not name.startswith(unittest.TestLoader.testMethodPrefix) or
Severity: Minor
Found in tensorflow/python/framework/test_util.py - About 25 mins to fix

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 skip_if_error has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

def skip_if_error(
    test_obj: unittest.TestCase,
    error_type: type[Exception],
    messages: Union[str, list[str], None] = None
) -> Iterator[None]:
Severity: Minor
Found in tensorflow/python/framework/test_util.py - About 25 mins to fix

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 for_all_test_methods has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

def for_all_test_methods(
    decorator: Callable[..., Any], *args, **kwargs,
) -> Callable[[_TC], _TC]:
  """Generate class-level decorator from given method-level decorator.
Severity: Minor
Found in tensorflow/python/framework/test_util.py - About 25 mins to fix

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_all_in_graph_and_eager_modes has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

def run_all_in_graph_and_eager_modes(cls: _TC) -> _TC:
  """Execute all test methods in the given class with and without eager."""
  base_decorator = run_in_graph_and_eager_modes
  for name in dir(cls):
    if (not name.startswith(unittest.TestLoader.testMethodPrefix) or
Severity: Minor
Found in tensorflow/python/framework/test_util.py - About 25 mins to fix

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

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