Consistency Checks

Many problems, such as sign convention mishaps or unit conversion issues, can be detected from inconsistencies between or within columns in a dataset. The battdat.consistency module provides algorithms that check whether there may be problems within a battery dataset.

All algorithms are based on ConsistencyChecker, which creates a list of warnings given a dataset.

computer = ConsistencyChecker()
warnings = computer.check(data)

if len(warnings) > 0:
    print(f'There are {len(warnings)} warnings, which includes: {warnings[0]}')

Available consistency checks:

• Checking Sign Conventions