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

  def configure_coordination_service(self,
                                     service_type,
                                     service_leader="",
                                     enable_health_check=True,
                                     cluster_register_timeout_in_ms=0,
Severity: Minor
Found in tensorflow/python/eager/context.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_small_constants_optimization_with_grappler has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

  def test_small_constants_optimization_with_grappler(self):
    def func(inp):
      x = constant_op.constant(1)
      for _ in range(1000):
        if inp:
Severity: Minor
Found in tensorflow/python/eager/small_constants_optimizer_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 flatten_with_variables has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

def flatten_with_variables(inputs):
  """Flattens `inputs` but don't expand `ResourceVariable`s."""
  # We assume that any CompositeTensors have already converted their components
  # from numpy arrays to Tensors, so we don't need to expand composites here for
  # the numpy array conversion. Instead, we do so because the flattened inputs
Severity: Minor
Found in tensorflow/python/eager/polymorphic_function/composite_tensor_utils.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_small_constants_optimization_without_grappler has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

  def test_small_constants_optimization_without_grappler(self):
    def func(inp):
      x = constant_op.constant(1)
      for _ in range(1000):
        if inp:
Severity: Minor
Found in tensorflow/python/eager/small_constants_optimizer_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 testFunctionRegisteredAndRemoved has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

  def testFunctionRegisteredAndRemoved(self):
    """Update cluster when other function are registered and removed."""
    with ops.device(self.device_local):
      x1 = array_ops.ones([2, 2])
Severity: Minor
Found in tensorflow/python/eager/remote_cluster_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 execution_mode has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

  def execution_mode(self, mode):
    """Sets execution mode for current thread."""
    if mode not in (None, SYNC, ASYNC):
      raise ValueError("Execution mode should be None/SYNC/ASYNC. Got %s" %
                       mode)
Severity: Minor
Found in tensorflow/python/eager/context.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_variable_naming has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

  def test_variable_naming(self):
    class HasVars(module.Module):

      def __init__(self):
        self.x = None
Severity: Minor
Found in tensorflow/python/eager/polymorphic_function/polymorphic_function_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 py_func_from_autograph has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

def py_func_from_autograph(
    python_func,
    autograph_options=None,
):
  """Compile a python function using autograph, for use with FuncGraph.
Severity: Minor
Found in tensorflow/python/eager/polymorphic_function/autograph_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 testWithExtraWrapperMissingArgs has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

  def testWithExtraWrapperMissingArgs(self):

    class Foo(module.Module):

      def __init__(self):
Severity: Minor
Found in tensorflow/python/eager/polymorphic_function/polymorphic_function_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 testTwoThreadsSmallerBatch has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

  def testTwoThreadsSmallerBatch(self):
    with ops.Graph().as_default(), self.cached_session():
      # Two threads, the first generates (0..26, "a").
      extra_elements = 2
      num_a = 25 + extra_elements
Severity: Minor
Found in tensorflow/python/training/input_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 testMultiThreadPendingNodesLockFree has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

  def testMultiThreadPendingNodesLockFree(self):
    """Update cluster when other remote function calls are being launched."""

    with ops.device(self.device_t1):
      x1 = array_ops.ones([2, 2])
Severity: Minor
Found in tensorflow/python/eager/remote_cluster_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 get_device_details has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

  def get_device_details(self, device):  # pylint: disable=redefined-outer-name
    """Returns details about a physical devices.

    Args:
      device: A `tf.config.PhysicalDevice` returned by
Severity: Minor
Found in tensorflow/python/eager/context.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 _enclosing_xla_context has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

def _enclosing_xla_context():
  """Returns the XLAControlFlowContext, which exists inside a tpu.rewrite()."""
  graph = ops.get_default_graph()
  while graph is not None:
    # pylint: disable=protected-access
Severity: Minor
Found in tensorflow/python/eager/polymorphic_function/function_context.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 execute_with_cancellation has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

def execute_with_cancellation(op_name,
                              num_outputs,
                              inputs,
                              attrs,
                              ctx,
Severity: Minor
Found in tensorflow/python/eager/execute.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 testDatasetAssertWithDynamicBatch has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

  def testDatasetAssertWithDynamicBatch(self, distribution):
    # Regression test for github issue 33517.
    def step_fn(data):
      assert_op = control_flow_assert.Assert(
          math_ops.less_equal(math_ops.reduce_max(data), 100.), [data])
Severity: Minor
Found in tensorflow/python/distribute/custom_training_loop_input_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 testReadValueInReplicaContext has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

  def testReadValueInReplicaContext(self, distribution,
                                    experimental_run_tf_function):
    aggregations = [
        variables_lib.VariableAggregation.NONE,
        variables_lib.VariableAggregation.SUM,
Severity: Minor
Found in tensorflow/python/distribute/vars_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 _jvp_helper_wrapper has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

def _jvp_helper_wrapper(op_name, attr_tuple, inputs, outputs, tangents,
                        use_batch):
  """Computes a batch of Jacobian-vector product for an op.

  Args:
Severity: Minor
Found in tensorflow/python/eager/forwardprop.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 make_attr has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

def make_attr(attr_type, value):
  # pybind11 enums do not return the raw value like SWIG enums do. They are
  # useful when comparing amongst each other but not direct integers as we are
  # doing in most tests.
  # https://pybind11.readthedocs.io/en/stable/classes.html#enumerations-and-internal-types
Severity: Minor
Found in tensorflow/python/eager/backprop.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_tensors_and_variables has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

def _extract_tensors_and_variables(tensor):
  """Extracts tensors and variables from the input object."""
  for obj in nest.flatten(tensor):
    if _pywrap_utils.IsTensor(obj) or _pywrap_utils.IsVariable(obj):
      yield obj
Severity: Minor
Found in tensorflow/python/eager/backprop.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 watch has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

  def watch(self, tensor):
    """Ensures that `tensor` is being traced by this tape.

    Args:
      tensor: a Tensor/Variable or list of Tensors/Variables.
Severity: Minor
Found in tensorflow/python/eager/backprop.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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