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official/projects/pix2seq/modeling/pix2seq_model.py

Summary

Maintainability
D
2 days
Test Coverage

File pix2seq_model.py has 596 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: Major
Found in official/projects/pix2seq/modeling/pix2seq_model.py - About 1 day to fix

    Function infer has a Cognitive Complexity of 17 (exceeds 5 allowed). Consider refactoring.
    Open

      def infer(
      self,
      inputs: tf.Tensor,
      max_seq_len=None,
      temperature=1.0,
    Severity: Minor
    Found in official/projects/pix2seq/modeling/pix2seq_model.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

    Function __init__ has 16 arguments (exceeds 4 allowed). Consider refactoring.
    Open

      def __init__(
    Severity: Major
    Found in official/projects/pix2seq/modeling/pix2seq_model.py - About 2 hrs to fix

      Function __init__ has 13 arguments (exceeds 4 allowed). Consider refactoring.
      Open

        def __init__(
      Severity: Major
      Found in official/projects/pix2seq/modeling/pix2seq_model.py - About 1 hr to fix

        Function infer has 29 lines of code (exceeds 25 allowed). Consider refactoring.
        Open

          def infer(
      self,
      inputs: tf.Tensor,
      max_seq_len=None,
      temperature=1.0,
        Severity: Minor
        Found in official/projects/pix2seq/modeling/pix2seq_model.py - About 1 hr to fix

          Function infer has 7 arguments (exceeds 4 allowed). Consider refactoring.
          Open

            def infer(
          Severity: Major
          Found in official/projects/pix2seq/modeling/pix2seq_model.py - About 50 mins to fix

            Function add_vocab_token_emb has 7 arguments (exceeds 4 allowed). Consider refactoring.
            Open

            def add_vocab_token_emb(
            Severity: Major
            Found in official/projects/pix2seq/modeling/pix2seq_model.py - About 50 mins to fix

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

              def add_seq_pos_emb(
              Severity: Minor
              Found in official/projects/pix2seq/modeling/pix2seq_model.py - About 45 mins to fix

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

                  def call(
                Severity: Minor
                Found in official/projects/pix2seq/modeling/pix2seq_model.py - About 35 mins to fix

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

                  def position_embedding_sine(
                  Severity: Minor
                  Found in official/projects/pix2seq/modeling/pix2seq_model.py - About 35 mins to fix

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