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official/nlp/tools/export_tfhub_lib.py

Summary

Maintainability
C
1 day
Test Coverage

File export_tfhub_lib.py has 369 lines of code (exceeds 250 allowed). Consider refactoring.
Open

# Copyright 2024 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: Minor
Found in official/nlp/tools/export_tfhub_lib.py - About 4 hrs to fix

    Function _create_model has a Cognitive Complexity of 14 (exceeds 5 allowed). Consider refactoring.
    Open

    def _create_model(
    *,
    bert_config: Optional[configs.BertConfig] = None,
    encoder_config: Optional[encoders.EncoderConfig] = None,
    with_mlm: bool,
    Severity: Minor
    Found in official/nlp/tools/export_tfhub_lib.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 export_model has 10 arguments (exceeds 4 allowed). Consider refactoring.
    Open

    def export_model(export_path: Text,
    Severity: Major
    Found in official/nlp/tools/export_tfhub_lib.py - About 1 hr to fix

      Function export_preprocessing has 8 arguments (exceeds 4 allowed). Consider refactoring.
      Open

      def export_preprocessing(export_path: Text,
      Severity: Major
      Found in official/nlp/tools/export_tfhub_lib.py - About 1 hr to fix

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

        def export_model(export_path: Text,
                 *,
                 bert_config: Optional[configs.BertConfig] = None,
                 encoder_config: Optional[encoders.EncoderConfig] = None,
                 model_checkpoint_path: Text,
        Severity: Minor
        Found in official/nlp/tools/export_tfhub_lib.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 create_preprocessing has 6 arguments (exceeds 4 allowed). Consider refactoring.
        Open

        def create_preprocessing(*,
        Severity: Minor
        Found in official/nlp/tools/export_tfhub_lib.py - About 45 mins to fix

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

          def create_preprocessing(*,
                         vocab_file: Optional[str] = None,
                         sp_model_file: Optional[str] = None,
                         do_lower_case: bool,
                         tokenize_with_offsets: bool,
          Severity: Minor
          Found in official/nlp/tools/export_tfhub_lib.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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