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tensorflow/models

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research/seq_flow_lite/input_fn_reader.py

Summary

Maintainability
A
45 mins
Test Coverage

Function create_input_fn has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
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def create_input_fn(runner_config, mode, drop_remainder):
  """Returns an input function to use in the instantiation of tf.estimator.*."""

  def _post_processor(features, batch_size):
    """Post process the data to a form expected by model_fn."""
Severity: Minor
Found in research/seq_flow_lite/input_fn_reader.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"

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