WenjieDu/PyPOTS

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pypots/nn/modules/moderntcn/layers.py

Summary

Maintainability
D
1 day
Test Coverage

File layers.py has 287 lines of code (exceeds 250 allowed). Consider refactoring.
Open

"""

"""

# Created by Wenjie Du <wenjay.du@gmail.com>
Severity: Minor
Found in pypots/nn/modules/moderntcn/layers.py - About 2 hrs to fix

    Function get_conv1d has 8 arguments (exceeds 4 allowed). Consider refactoring.
    Open

    def get_conv1d(in_channels, out_channels, kernel_size, stride, padding, dilation, groups, bias):
    Severity: Major
    Found in pypots/nn/modules/moderntcn/layers.py - About 1 hr to fix

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

      def conv_bn(
      Severity: Major
      Found in pypots/nn/modules/moderntcn/layers.py - About 1 hr to fix

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

            def __init__(
        Severity: Major
        Found in pypots/nn/modules/moderntcn/layers.py - About 1 hr to fix

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

              def __init__(
          Severity: Major
          Found in pypots/nn/modules/moderntcn/layers.py - About 1 hr to fix

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

                def __init__(
            Severity: Major
            Found in pypots/nn/modules/moderntcn/layers.py - About 50 mins to fix

              Similar blocks of code found in 4 locations. Consider refactoring.
              Open

                      self.ffn1pw2 = nn.Conv1d(
                          in_channels=nvars * dff,
                          out_channels=nvars * dmodel,
              Severity: Major
              Found in pypots/nn/modules/moderntcn/layers.py and 3 other locations - About 1 hr to fix
              pypots/nn/modules/moderntcn/layers.py on lines 219..221
              pypots/nn/modules/moderntcn/layers.py on lines 242..244
              pypots/nn/modules/moderntcn/layers.py on lines 252..254

              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 45.

              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 4 locations. Consider refactoring.
              Open

                      self.ffn1pw1 = nn.Conv1d(
                          in_channels=nvars * dmodel,
                          out_channels=nvars * dff,
              Severity: Major
              Found in pypots/nn/modules/moderntcn/layers.py and 3 other locations - About 1 hr to fix
              pypots/nn/modules/moderntcn/layers.py on lines 229..231
              pypots/nn/modules/moderntcn/layers.py on lines 242..244
              pypots/nn/modules/moderntcn/layers.py on lines 252..254

              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 45.

              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 4 locations. Consider refactoring.
              Open

                      self.ffn2pw2 = nn.Conv1d(
                          in_channels=nvars * dff,
                          out_channels=nvars * dmodel,
              Severity: Major
              Found in pypots/nn/modules/moderntcn/layers.py and 3 other locations - About 1 hr to fix
              pypots/nn/modules/moderntcn/layers.py on lines 219..221
              pypots/nn/modules/moderntcn/layers.py on lines 229..231
              pypots/nn/modules/moderntcn/layers.py on lines 242..244

              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 45.

              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 4 locations. Consider refactoring.
              Open

                      self.ffn2pw1 = nn.Conv1d(
                          in_channels=nvars * dmodel,
                          out_channels=nvars * dff,
              Severity: Major
              Found in pypots/nn/modules/moderntcn/layers.py and 3 other locations - About 1 hr to fix
              pypots/nn/modules/moderntcn/layers.py on lines 219..221
              pypots/nn/modules/moderntcn/layers.py on lines 229..231
              pypots/nn/modules/moderntcn/layers.py on lines 252..254

              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 45.

              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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