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research/attention_ocr/python/model.py

Summary

Maintainability
C
1 day
Test Coverage

File model.py has 594 lines of code (exceeds 250 allowed). Consider refactoring.
Open

# Copyright 2017 The TensorFlow Authors All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
Severity: Major
Found in research/attention_ocr/python/model.py - About 1 day to fix

    Function __init__ has 6 arguments (exceeds 4 allowed). Consider refactoring.
    Open

      def __init__(self,
    Severity: Minor
    Found in research/attention_ocr/python/model.py - About 45 mins to fix

      Function create_summaries has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
      Open

        def create_summaries(self, data, endpoints, charset, is_training):
    """Creates all summaries for the model.

    Args:
      data: InputEndpoints namedtuple.
      Severity: Minor
      Found in research/attention_ocr/python/model.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

      Function axis_pad has 5 arguments (exceeds 4 allowed). Consider refactoring.
      Open

      def axis_pad(tensor, axis, before=0, after=0, constant_values=0.0):
      Severity: Minor
      Found in research/attention_ocr/python/model.py - About 35 mins to fix

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