mfinzi/pristine-ml

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oil/tuning/study.py

Summary

Maintainability
A
2 hrs
Test Coverage

Function __call__ has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring.
Open

    def __call__(self,cfg,i=None):
        try:
            cfg.pop('local_rank',None) #TODO: properly handle distributed
            resume = cfg.pop('resume',False)
            save = cfg.pop('save',False)
Severity: Minor
Found in oil/tuning/study.py - About 1 hr 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 process_user_input has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring.
Open

    def process_user_input(self,executor):
        inp = maybe_get_input()
        if inp is None: return
        if inp[:4]=="halt":pass
        elif inp[:3]=="add":
Severity: Minor
Found in oil/tuning/study.py - About 55 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 __init__ has 5 arguments (exceeds 4 allowed). Consider refactoring.
Open

    def __init__(self, perform_trial, config_spec={},
Severity: Minor
Found in oil/tuning/study.py - About 35 mins to fix

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