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tensorflow/models

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orbit/utils/loop_fns.py

Summary

Maintainability
A
2 hrs
Test Coverage

Function create_tf_while_loop_fn_with_state has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
Open

def create_tf_while_loop_fn_with_state(step_fn):
  """Creates a TF while loop function with state.

  This function is similar to `create_tf_while_loop_fn`, but allowing a `state`
  to be accumulated over multiple iterations of the loop. Note that the
Severity: Minor
Found in orbit/utils/loop_fns.py - About 1 hr 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 create_loop_fn has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
Open

def create_loop_fn(step_fn):
  """Creates a loop function driven by a Python `while` loop.

  Args:
    step_fn: A function taking a nested structure of `tf.data.Iterator` or
Severity: Minor
Found in orbit/utils/loop_fns.py - About 45 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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