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WenjieDu/PyPOTS

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pypots/nn/modules/scinet/layers.py

Summary

Maintainability
F
4 days
Test Coverage

File layers.py has 260 lines of code (exceeds 250 allowed). Consider refactoring.
Open

"""

"""

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

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

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

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

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

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

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

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

              def __init__(self, in_planes, kernel_size, dropout, groups, hidden_size, INN):
          Severity: Minor
          Found in pypots/nn/modules/scinet/layers.py - About 45 mins to fix

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

                def __init__(self, in_planes, kernel, dropout, groups, hidden_size, INN):
            Severity: Minor
            Found in pypots/nn/modules/scinet/layers.py - About 45 mins to fix

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

                      modules_phi += [
                          nn.ReplicationPad1d((pad_l, pad_r)),
                          nn.Conv1d(
                              in_planes * prev_size,
                              int(in_planes * size_hidden),
              Severity: Major
              Found in pypots/nn/modules/scinet/layers.py and 3 other locations - About 7 hrs to fix
              pypots/nn/modules/scinet/layers.py on lines 66..85
              pypots/nn/modules/scinet/layers.py on lines 87..106
              pypots/nn/modules/scinet/layers.py on lines 130..149

              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 117.

              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

                      modules_U += [
                          nn.ReplicationPad1d((pad_l, pad_r)),
                          nn.Conv1d(
                              in_planes * prev_size,
                              int(in_planes * size_hidden),
              Severity: Major
              Found in pypots/nn/modules/scinet/layers.py and 3 other locations - About 7 hrs to fix
              pypots/nn/modules/scinet/layers.py on lines 66..85
              pypots/nn/modules/scinet/layers.py on lines 109..128
              pypots/nn/modules/scinet/layers.py on lines 130..149

              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 117.

              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

                      modules_P += [
                          nn.ReplicationPad1d((pad_l, pad_r)),
                          nn.Conv1d(
                              in_planes * prev_size,
                              int(in_planes * size_hidden),
              Severity: Major
              Found in pypots/nn/modules/scinet/layers.py and 3 other locations - About 7 hrs to fix
              pypots/nn/modules/scinet/layers.py on lines 87..106
              pypots/nn/modules/scinet/layers.py on lines 109..128
              pypots/nn/modules/scinet/layers.py on lines 130..149

              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 117.

              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

                      modules_psi += [
                          nn.ReplicationPad1d((pad_l, pad_r)),
                          nn.Conv1d(
                              in_planes * prev_size,
                              int(in_planes * size_hidden),
              Severity: Major
              Found in pypots/nn/modules/scinet/layers.py and 3 other locations - About 7 hrs to fix
              pypots/nn/modules/scinet/layers.py on lines 66..85
              pypots/nn/modules/scinet/layers.py on lines 87..106
              pypots/nn/modules/scinet/layers.py on lines 109..128

              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 117.

              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 3 locations. Consider refactoring.
              Open

                          pad_l = (
                              self.dilation * (self.kernel_size - 1) // 2 + 1
              Severity: Minor
              Found in pypots/nn/modules/scinet/layers.py and 2 other locations - About 35 mins to fix
              pypots/nn/modules/scinet/layers.py on lines 46..47
              pypots/nn/modules/scinet/layers.py on lines 55..55

              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 3 locations. Consider refactoring.
              Open

                          pad_r = self.dilation * (self.kernel_size - 1) // 2 + 1
              Severity: Minor
              Found in pypots/nn/modules/scinet/layers.py and 2 other locations - About 35 mins to fix
              pypots/nn/modules/scinet/layers.py on lines 46..47
              pypots/nn/modules/scinet/layers.py on lines 52..53

              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 3 locations. Consider refactoring.
              Open

                          pad_l = (
                              self.dilation * (self.kernel_size - 2) // 2 + 1
              Severity: Minor
              Found in pypots/nn/modules/scinet/layers.py and 2 other locations - About 35 mins to fix
              pypots/nn/modules/scinet/layers.py on lines 52..53
              pypots/nn/modules/scinet/layers.py on lines 55..55

              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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