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Function add_drift_config has a Cognitive Complexity of 18 (exceeds 5 allowed). Consider refactoring.
Open

    def add_drift_config(
        self, column_names: List[str], algorithm: column_drift_algorithms.ColumnDriftAlgorithm
    ) -> None:
        """Add drift configuration.
        The algorithms and thresholds added through this method will be used to calculate drift scores in the `summary_drift_report()` method.
Severity: Minor
Found in python/whylogs/viz/notebook_profile_viz.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 submetrics_from_protobuf has a Cognitive Complexity of 18 (exceeds 5 allowed). Consider refactoring.
Open

    def submetrics_from_protobuf(cls: Type[MULTI_METRIC], msg: MetricMessage) -> Dict[str, Dict[str, Metric]]:
        submetrics: Dict[str, Dict[str, Metric]] = {}
        submetric_msgs: Dict[str, Dict[str, Dict[str, MetricComponentMessage]]] = {}
        for key, comp_msg in msg.metric_components.items():
            sub_name_and_type, comp_name = key.split("/")
Severity: Minor
Found in python/whylogs/core/metrics/multimetric.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 columnar_update has a Cognitive Complexity of 18 (exceeds 5 allowed). Consider refactoring.
Open

    def columnar_update(self, view: PreprocessedColumn) -> OperationResult:
        successes = 0
        if view.numpy.len > 0:
            if view.numpy.ints is not None:
                self.hll.value.update_np(view.numpy.ints)
Severity: Minor
Found in python/whylogs/core/metrics/metrics.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 merge has a Cognitive Complexity of 18 (exceeds 5 allowed). Consider refactoring.
Open

    def merge(self, other) -> "ModelPerformanceMetrics":
        """
        :type other: ModelMetrics
        """
        if other is None or (other.confusion_matrix is None and other.regression_metrics is None):
Severity: Minor
Found in python/whylogs/core/model_performance_metrics/model_performance_metrics.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

DatasetProfile has 22 functions (exceeds 20 allowed). Consider refactoring.
Open

class DatasetProfile(Writable):
    """
    Dataset profile represents a collection of in-memory profiling stats for a dataset.

    Args:
Severity: Minor
Found in python/whylogs/core/dataset_profile.py - About 2 hrs to fix

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

    def _compute_ks_test_p_value(
    target_distribution: kll_doubles_sketch,
    reference_distribution: kll_doubles_sketch,
    quantiles: Optional[List[float]] = None,
) -> Optional[ColumnDriftValue]:
    Severity: Minor
    Found in python/whylogs/viz/utils/drift_calculations.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 _write_pending has a Cognitive Complexity of 17 (exceeds 5 allowed). Consider refactoring.
    Open

        def _write_pending(self) -> None:
        new_state: Dict[Writer, List[PendingWritable]] = {}
        for writer, pending in self._writers.items():
            failures: List[PendingWritable] = []
            self._logger.info(f"Writing out result set with {type(writer).__name__}")
    Severity: Minor
    Found in python/whylogs/api/logger/experimental/logger/actor/thread_rolling_logger.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

    ThreadRollingLogger has 21 functions (exceeds 20 allowed). Consider refactoring.
    Open

    class ThreadRollingLogger(ThreadActor[LoggerMessage], DataLogger[LoggerStatus]):
    """
    A logger that manages profiles and segments for various dataset timestamps.

    This logger manages a map of dataset timestamp to dataset profile/segment and handles proper
    Severity: Minor
    Found in python/whylogs/api/logger/experimental/logger/actor/thread_rolling_logger.py - About 2 hrs to fix

      DistributionMetric has 21 functions (exceeds 20 allowed). Consider refactoring.
      Open

      class DistributionMetric(Metric):
    kll: KllComponent
    mean: FractionalComponent
    m2: FractionalComponent
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py - About 2 hrs to fix

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

                    tempFeatureValues.referenceNumberSummary.histogram.counts.slice(0, 30).forEach((count, index) => {
              featureDataForTableForAllProfiles[feature[0]].chartData[1].push({
                axisY: count,
                axisX: index,
              });
        Severity: Major
        Found in python/whylogs/viz/html/js/whylogs-script.js and 1 other location - About 2 hrs to fix
        python/whylogs/viz/html/js/whylogs-script.js on lines 1212..1217

        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 77.

        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

                      tempFeatureValues.numberSummary.histogram.counts.slice(0, 30).forEach((count, index) => {
                featureDataForTableForAllProfiles[feature[0]].chartData[0].push({
                  axisY: count,
                  axisX: index,
                });
        Severity: Major
        Found in python/whylogs/viz/html/js/whylogs-script.js and 1 other location - About 2 hrs to fix
        python/whylogs/viz/html/js/whylogs-script.js on lines 1239..1244

        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 77.

        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

        Function calculate_drift_scores has a Cognitive Complexity of 16 (exceeds 5 allowed). Consider refactoring.
        Open

        def calculate_drift_scores(
    target_view: DatasetProfileView,
    reference_view: DatasetProfileView,
    drift_map: Optional[Dict[str, ColumnDriftAlgorithm]] = None,
    with_thresholds=False,
        Severity: Minor
        Found in python/whylogs/viz/drift/column_drift_algorithms.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 _deserialize has a Cognitive Complexity of 16 (exceeds 5 allowed). Consider refactoring.
        Open

        def _deserialize(
    token: List[str], i: int, metric: Optional[Metric] = None, profile: Optional[DatasetProfile] = None
) -> Tuple[Predicate, int]:
    if token[i] == "~":
        component, i = _get_component(token, i + 1)
        Severity: Minor
        Found in python/whylogs/core/predicate_parser.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

        Similar blocks of code found in 8 locations. Consider refactoring.
        Open

              feature[1].inferredType.forEach((inferredType, index) => {
        if (selectedProfiles.includes(String(index))) {
          inferredType ? (inferredTypeString += `<div>${inferredType}</div>`) : (inferredTypeString += `<div>-</div>`);
        }
      });
        Severity: Major
        Found in python/whylogs/viz/html/js/whylogs-script.js and 7 other locations - About 2 hrs to fix
        python/whylogs/viz/html/js/whylogs-script.js on lines 813..817
        python/whylogs/viz/html/js/whylogs-script.js on lines 819..823
        python/whylogs/viz/html/js/whylogs-script.js on lines 825..829
        python/whylogs/viz/html/js/whylogs-script.js on lines 831..835
        python/whylogs/viz/html/js/whylogs-script.js on lines 837..841
        python/whylogs/viz/html/js/whylogs-script.js on lines 843..847
        python/whylogs/viz/html/js/whylogs-script.js on lines 849..855

        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 76.

        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 8 locations. Consider refactoring.
        Open

              feature[1].nullRatio.forEach((nullRatio, index) => {
        if (selectedProfiles.includes(String(index))) {
          nullRatio ? (nullRationString += `<div> ${nullRatio}</div>`) : (nullRationString += `<div>-</div>`);
        }
      });
        Severity: Major
        Found in python/whylogs/viz/html/js/whylogs-script.js and 7 other locations - About 2 hrs to fix
        python/whylogs/viz/html/js/whylogs-script.js on lines 807..811
        python/whylogs/viz/html/js/whylogs-script.js on lines 813..817
        python/whylogs/viz/html/js/whylogs-script.js on lines 825..829
        python/whylogs/viz/html/js/whylogs-script.js on lines 831..835
        python/whylogs/viz/html/js/whylogs-script.js on lines 837..841
        python/whylogs/viz/html/js/whylogs-script.js on lines 843..847
        python/whylogs/viz/html/js/whylogs-script.js on lines 849..855

        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 76.

        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 8 locations. Consider refactoring.
        Open

              feature[1].stddev.forEach((stddev, index) => {
        if (selectedProfiles.includes(String(index))) {
          stddev ? (stddevString += `<div>${stddev}</div>`) : (stddevString += `<div>-</div>`);
        }
      });
        Severity: Major
        Found in python/whylogs/viz/html/js/whylogs-script.js and 7 other locations - About 2 hrs to fix
        python/whylogs/viz/html/js/whylogs-script.js on lines 807..811
        python/whylogs/viz/html/js/whylogs-script.js on lines 813..817
        python/whylogs/viz/html/js/whylogs-script.js on lines 819..823
        python/whylogs/viz/html/js/whylogs-script.js on lines 825..829
        python/whylogs/viz/html/js/whylogs-script.js on lines 831..835
        python/whylogs/viz/html/js/whylogs-script.js on lines 843..847
        python/whylogs/viz/html/js/whylogs-script.js on lines 849..855

        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 76.

        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 8 locations. Consider refactoring.
        Open

              feature[1].dataTypeCount.forEach((dataTypeCount, index) => {
        if (selectedProfiles.includes(String(index))) {
          dataTypeCount
            ? (dataTypeCountString += `<div>${dataTypeCount}</div>`)
            : (dataTypeCountString += `<div>-</div>`);
        Severity: Major
        Found in python/whylogs/viz/html/js/whylogs-script.js and 7 other locations - About 2 hrs to fix
        python/whylogs/viz/html/js/whylogs-script.js on lines 807..811
        python/whylogs/viz/html/js/whylogs-script.js on lines 813..817
        python/whylogs/viz/html/js/whylogs-script.js on lines 819..823
        python/whylogs/viz/html/js/whylogs-script.js on lines 825..829
        python/whylogs/viz/html/js/whylogs-script.js on lines 831..835
        python/whylogs/viz/html/js/whylogs-script.js on lines 837..841
        python/whylogs/viz/html/js/whylogs-script.js on lines 843..847

        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 76.

        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 8 locations. Consider refactoring.
        Open

              feature[1].totalCount.forEach((totalCount, index) => {
        if (selectedProfiles.includes(String(index))) {
          totalCount ? (totalCountString += `<div>${totalCount}</div>`) : (totalCountString += `<div>-</div>`);
        }
      });
        Severity: Major
        Found in python/whylogs/viz/html/js/whylogs-script.js and 7 other locations - About 2 hrs to fix
        python/whylogs/viz/html/js/whylogs-script.js on lines 807..811
        python/whylogs/viz/html/js/whylogs-script.js on lines 819..823
        python/whylogs/viz/html/js/whylogs-script.js on lines 825..829
        python/whylogs/viz/html/js/whylogs-script.js on lines 831..835
        python/whylogs/viz/html/js/whylogs-script.js on lines 837..841
        python/whylogs/viz/html/js/whylogs-script.js on lines 843..847
        python/whylogs/viz/html/js/whylogs-script.js on lines 849..855

        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 76.

        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 8 locations. Consider refactoring.
        Open

              feature[1].dataType.forEach((dataType, index) => {
        if (selectedProfiles.includes(String(index))) {
          dataType ? (dataTypeString += `<div>${dataType}</div>`) : (dataTypeString += `<div>-</div>`);
        }
      });
        Severity: Major
        Found in python/whylogs/viz/html/js/whylogs-script.js and 7 other locations - About 2 hrs to fix
        python/whylogs/viz/html/js/whylogs-script.js on lines 807..811
        python/whylogs/viz/html/js/whylogs-script.js on lines 813..817
        python/whylogs/viz/html/js/whylogs-script.js on lines 819..823
        python/whylogs/viz/html/js/whylogs-script.js on lines 825..829
        python/whylogs/viz/html/js/whylogs-script.js on lines 831..835
        python/whylogs/viz/html/js/whylogs-script.js on lines 837..841
        python/whylogs/viz/html/js/whylogs-script.js on lines 849..855

        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 76.

        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 8 locations. Consider refactoring.
        Open

              feature[1].estUniqueVal.map((estUniqueVal, index) => {
        if (selectedProfiles.includes(String(index))) {
          estUniqueVal ? (estUniqueValString += `<div>${estUniqueVal}</div>`) : (estUniqueValString += `<div>$-</div>`);
        }
      });
        Severity: Major
        Found in python/whylogs/viz/html/js/whylogs-script.js and 7 other locations - About 2 hrs to fix
        python/whylogs/viz/html/js/whylogs-script.js on lines 807..811
        python/whylogs/viz/html/js/whylogs-script.js on lines 813..817
        python/whylogs/viz/html/js/whylogs-script.js on lines 819..823
        python/whylogs/viz/html/js/whylogs-script.js on lines 831..835
        python/whylogs/viz/html/js/whylogs-script.js on lines 837..841
        python/whylogs/viz/html/js/whylogs-script.js on lines 843..847
        python/whylogs/viz/html/js/whylogs-script.js on lines 849..855

        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 76.

        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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        Source
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