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cuebook/CueObserve

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api/ops/tasks/detection/core/anomalyDetection.py

Summary

Maintainability
A
2 hrs
Test Coverage
C
72%

Function anomalyService has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
Open

def anomalyService(dimValObj, dfDict, anomalyDefProps, detectionRuleType, detectionParams):
    """
    Method to conduct the anomaly detection process
    """
    df = pd.DataFrame(dfDict)
Severity: Minor
Found in api/ops/tasks/detection/core/anomalyDetection.py - About 45 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 detect has 5 arguments (exceeds 4 allowed). Consider refactoring.
Open

def detect(df, granularity, detectionRuleType, detectionParams, limit=None):
Severity: Minor
Found in api/ops/tasks/detection/core/anomalyDetection.py - About 35 mins to fix

    Function anomalyService has 5 arguments (exceeds 4 allowed). Consider refactoring.
    Open

    def anomalyService(dimValObj, dfDict, anomalyDefProps, detectionRuleType, detectionParams):
    Severity: Minor
    Found in api/ops/tasks/detection/core/anomalyDetection.py - About 35 mins to fix

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