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research/deeplab/evaluation/eval_coco_format.py

Summary

Maintainability
C
7 hrs
Test Coverage

Function eval_coco_format has a Cognitive Complexity of 18 (exceeds 5 allowed). Consider refactoring.
Open

def eval_coco_format(gt_json_file,
                     pred_json_file,
                     gt_folder=None,
                     pred_folder=None,
                     metric='pq',
Severity: Minor
Found in research/deeplab/evaluation/eval_coco_format.py - About 2 hrs 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

File eval_coco_format.py has 267 lines of code (exceeds 250 allowed). Consider refactoring.
Open

# Lint as: python2, python3
# Copyright 2019 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.
Severity: Minor
Found in research/deeplab/evaluation/eval_coco_format.py - About 2 hrs to fix

    Function eval_coco_format has 12 arguments (exceeds 4 allowed). Consider refactoring.
    Open

    def eval_coco_format(gt_json_file,
    Severity: Major
    Found in research/deeplab/evaluation/eval_coco_format.py - About 1 hr to fix

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

      def _build_metric(metric,
      Severity: Minor
      Found in research/deeplab/evaluation/eval_coco_format.py - About 45 mins to fix

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

        def _run_metrics_worker(metric_aggregator, gt_folder, pred_folder, work_queue,
        Severity: Minor
        Found in research/deeplab/evaluation/eval_coco_format.py - About 35 mins to fix

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