Unbabel/OpenKiwi

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kiwi/models/linear/linear_word_qe_sentence.py

Summary

Maintainability
B
4 hrs
Test Coverage

Function create_from_sentence_pair has a Cognitive Complexity of 34 (exceeds 5 allowed). Consider refactoring.
Wontfix

    def create_from_sentence_pair(
        self,
        source_words,
        target_words,
        alignments,
Severity: Minor
Found in kiwi/models/linear/linear_word_qe_sentence.py - About 5 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 29 arguments (exceeds 4 allowed). Consider refactoring.
Wontfix

    def __init__(
Severity: Major
Found in kiwi/models/linear/linear_word_qe_sentence.py - About 3 hrs to fix

    Function create_from_sentence_pair has 11 arguments (exceeds 4 allowed). Consider refactoring.
    Wontfix

        def create_from_sentence_pair(
    Severity: Major
    Found in kiwi/models/linear/linear_word_qe_sentence.py - About 1 hr to fix

      Function __init__ has 29 lines of code (exceeds 25 allowed). Consider refactoring.
      Wontfix

          def __init__(
              self,
              stacked_features=None,
              source_token_count=-1,
              target_token_count=-1,
      Severity: Minor
      Found in kiwi/models/linear/linear_word_qe_sentence.py - About 1 hr to fix

        Similar blocks of code found in 2 locations. Consider refactoring.
        Open

                    if i == len(target_words) - 1:
                        next_word = '</s>'
                        # next_tag = '</s>'
                    else:
                        next_word = target_words[i + 1]
        Severity: Major
        Found in kiwi/models/linear/linear_word_qe_sentence.py and 1 other location - About 1 hr to fix
        kiwi/models/linear/linear_word_qe_sentence.py on lines 207..211

        Duplicated Code

        Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

        Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

        When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

        Tuning

        This issue has a mass of 43.

        We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

        The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

        If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

        See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

        Refactorings

        Further Reading

        Similar blocks of code found in 2 locations. Consider refactoring.
        Open

                        if j == len(source_words) - 1:
                            next_source_word = "</s>"
                            # next_source_tag = "</s>"
                        else:
                            next_source_word = source_words[j + 1]
        Severity: Major
        Found in kiwi/models/linear/linear_word_qe_sentence.py and 1 other location - About 1 hr to fix
        kiwi/models/linear/linear_word_qe_sentence.py on lines 176..180

        Duplicated Code

        Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

        Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

        When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

        Tuning

        This issue has a mass of 43.

        We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

        The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

        If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

        See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

        Refactorings

        Further Reading

        Similar blocks of code found in 2 locations. Consider refactoring.
        Open

                        if j == 0:
                            previous_source_word = "<s>"
                            # previous_source_tag = "<s>"
                        else:
                            previous_source_word = source_words[j - 1]
        Severity: Minor
        Found in kiwi/models/linear/linear_word_qe_sentence.py and 1 other location - About 35 mins to fix
        kiwi/models/linear/linear_word_qe_sentence.py on lines 170..174

        Duplicated Code

        Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

        Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

        When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

        Tuning

        This issue has a mass of 33.

        We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

        The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

        If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

        See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

        Refactorings

        Further Reading

        Similar blocks of code found in 2 locations. Consider refactoring.
        Open

                    if i == 0:
                        previous_word = '<s>'
                        # previous_tag = '<s>'
                    else:
                        previous_word = target_words[i - 1]
        Severity: Minor
        Found in kiwi/models/linear/linear_word_qe_sentence.py and 1 other location - About 35 mins to fix
        kiwi/models/linear/linear_word_qe_sentence.py on lines 201..205

        Duplicated Code

        Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

        Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

        When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

        Tuning

        This issue has a mass of 33.

        We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

        The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

        If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

        See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

        Refactorings

        Further Reading

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