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avaframe/out3Plot/statsPlots.py

Summary

Maintainability
F
3 days
Test Coverage
F
27%

File statsPlots.py has 460 lines of code (exceeds 300 allowed). Consider refactoring.
Open

"""
    plot statistics of simulations

"""
Severity: Minor
Found in avaframe/out3Plot/statsPlots.py - About 5 hrs to fix

    Function plotProbMap has a Cognitive Complexity of 25 (exceeds 5 allowed). Consider refactoring.
    Open

    def plotProbMap(avaDir, inDir, cfgFull, demPlot=False):
    """ plot probability maps including contour lines

        Parameters
        ----------
    Severity: Minor
    Found in avaframe/out3Plot/statsPlots.py - About 3 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 plotValuesScatterHist has 8 arguments (exceeds 6 allowed). Consider refactoring.
    Open

    def plotValuesScatterHist(peakValues, resType1, resType2, cfg, avalancheDir,
    Severity: Major
    Found in avaframe/out3Plot/statsPlots.py - About 45 mins to fix

      Function plotDistFromDF has 7 arguments (exceeds 6 allowed). Consider refactoring.
      Open

      def plotDistFromDF(cfg, dataDF, name1, name2, scenario='', parametersDict='', type=''):
      Severity: Major
      Found in avaframe/out3Plot/statsPlots.py - About 35 mins to fix

        Function plotValuesScatter has 7 arguments (exceeds 6 allowed). Consider refactoring.
        Open

        def plotValuesScatter(peakValues, resType1, resType2, cfg, avalancheDir, statsMeasure='max', flagShow=False):
        Severity: Major
        Found in avaframe/out3Plot/statsPlots.py - About 35 mins to fix

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

          def plotValuesScatterHist(peakValues, resType1, resType2, cfg, avalancheDir,
                          statsMeasure='max', flagShow=False, flagHue=False):
    """ Produce scatter and marginal kde plot of max values, for one set of simulations or multiple

        Parameters
          Severity: Minor
          Found in avaframe/out3Plot/statsPlots.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

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

          def plotDistFromDF(cfg, dataDF, name1, name2, scenario='', parametersDict='', type=''):
    """ create a dist plot from dataframe for name1 on x axis and name2 on y axis, optionally
        colorcoded with scenario name and filtered with parametersDict

        Parameters
          Severity: Minor
          Found in avaframe/out3Plot/statsPlots.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

          Similar blocks of code found in 3 locations. Consider refactoring.
          Open

                      extentDEMPlot = [x0-0.5*cellSize, x1+0.5*cellSize, y0-0.5*cellSize, y1+0.5*cellSize]
          Severity: Major
          Found in avaframe/out3Plot/statsPlots.py and 2 other locations - About 2 hrs to fix
          avaframe/out3Plot/plotUtils.py on lines 1014..1018
          avaframe/out3Plot/plotUtils.py on lines 1069..1073

          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 58.

          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

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

              if parametersDict != '':
        simNameList = cfgHandling.filterSims(cfg['avalancheDir'], parametersDict, specDir='', simDF=dataDF)
        dataDF = dataDF[dataDF['simName'].isin(simNameList)]
          Severity: Major
          Found in avaframe/out3Plot/statsPlots.py and 1 other location - About 2 hrs to fix
          avaframe/out3Plot/statsPlots.py on lines 501..503

          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 58.

          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

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

              if parametersDict != '':
        simNameList = cfgHandling.filterSims(cfg['avalancheDir'], parametersDict, specDir='', simDF=dataDF)
        dataDF = dataDF[dataDF['simName'].isin(simNameList)]
          Severity: Major
          Found in avaframe/out3Plot/statsPlots.py and 1 other location - About 2 hrs to fix
          avaframe/out3Plot/statsPlots.py on lines 448..450

          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 58.

          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

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

                  plt.plot(paramValuesD['values'][:, name1Index], paramValuesD['values'][:, thIndex], 'o')
          Severity: Major
          Found in avaframe/out3Plot/statsPlots.py and 1 other location - About 1 hr to fix
          avaframe/out3Plot/statsPlots.py on lines 631..631

          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 41.

          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

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

              plt.plot(paramValuesD['values'][:, name1Index], paramValuesD['values'][:, thIndex], 'o')
          Severity: Major
          Found in avaframe/out3Plot/statsPlots.py and 1 other location - About 1 hr to fix
          avaframe/out3Plot/statsPlots.py on lines 642..642

          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 41.

          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

                      dist = sns.jointplot(data=dataDF[dataDF['simName'].isin(simNameList)], x=name1, y=name2, hue=scenario)
          Severity: Major
          Found in avaframe/out3Plot/statsPlots.py and 1 other location - About 1 hr to fix
          avaframe/out3Plot/statsPlots.py on lines 509..509

          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 40.

          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

                      ax = sns.scatterplot(data=dataDF[dataDF['simName'].isin(simNameList)], x=name1, y=name2, hue=scenario)
          Severity: Major
          Found in avaframe/out3Plot/statsPlots.py and 1 other location - About 1 hr to fix
          avaframe/out3Plot/statsPlots.py on lines 511..511

          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 40.

          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 insert:
        ax2.tick_params(axis='x', which='major', labelsize=8, rotation=45)
        ax2.set_title(title[0])
          Severity: Major
          Found in avaframe/out3Plot/statsPlots.py and 1 other location - About 1 hr to fix
          avaframe/out3Plot/statsPlots.py on lines 220..222

          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 39.

          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 insert:
        ax1.tick_params(axis='both', which='major', labelsize=8, rotation=45)
        ax1.set_title(title[1])
          Severity: Major
          Found in avaframe/out3Plot/statsPlots.py and 1 other location - About 1 hr to fix
          avaframe/out3Plot/statsPlots.py on lines 214..216

          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 39.

          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

              cmap, _, ticks, norm = pU.makeColorMap(pU.cmapVar, np.amin(varValV), np.amax(varValV), continuous=True)
          Severity: Major
          Found in avaframe/out3Plot/statsPlots.py and 3 other locations - About 50 mins to fix
          avaframe/out3Plot/outAna1Plots.py on lines 953..954
          avaframe/out3Plot/outDebugPlots.py on lines 213..213
          avaframe/out3Plot/outDebugPlots.py on lines 267..267

          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 36.

          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

              title2 = statsMeasure + ' ' + name2+' [' + unit2 + ']'
          Severity: Minor
          Found in avaframe/out3Plot/statsPlots.py and 1 other location - About 45 mins to fix
          avaframe/out3Plot/statsPlots.py on lines 144..144

          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 35.

          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

              title1 = statsMeasure + ' ' + name1+' [' + unit1 + ']'
          Severity: Minor
          Found in avaframe/out3Plot/statsPlots.py and 1 other location - About 45 mins to fix
          avaframe/out3Plot/statsPlots.py on lines 145..145

          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 35.

          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

                  cmap, _, ticks, norm = pU.makeColorMap(cmapType, np.nanmin(dataPlot), np.nanmax(dataPlot),
          Severity: Major
          Found in avaframe/out3Plot/statsPlots.py and 2 other locations - About 40 mins to fix
          avaframe/out3Plot/outDebugPlots.py on lines 197..197
          avaframe/out3Plot/outDebugPlots.py on lines 246..246

          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 34.

          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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