- Added dtype=float to np.sum operations to prevent divide by zero exceptions - In the results a row with not applicable is only included is there are no exceptions and no confirmations - Added days / months / years functions that return the number of days / months / years of an expression (the difference between two timedate64 columns)
0.2.9
- Fix for SUMIF when data DataFrame contains pd.NA's - Added date functions to extract day, month, quarter and year from a column - Added date functions day_name, month_name, days_in_month, daysinmonth, is_leap_year, is_year_end, dayofweek, weekofyear, weekday, week, is_month_end, is_month_start, is_year_start, is_quarter_end and is_quarter_start
0.2.8
- Added 'not applicable' as a default metric to be calculated (n - confirmations - exceptions) - Restructured the parsing of parentheses (deleted some unnecessary pyparsing.groups) - Fix for unnecessary parentheses around power function (**) - Fix for necessary parentheses around mathematical expressions - Adapted all unittests accordingly
0.2.7
- Better fix when applying tolerances with column names that contain strings - Tolerances are not applied to columns where dtype is string, bool or datetime64_ns - Logging 'finished' with rule_id per rule_id - Fix for data DataFrames that contain 'pd.libs.missing.NAType()'
0.2.5
- Fix when applying tolerances with column names that contain strings - When applying 'output_not_applicable' the results now contain the indices of the rows to which a rule does not apply - Added match logical operator to check if column that contains strings satisfies a regular expression
0.2.4
- Added parameters 'output_confirmations', 'output_exceptions', 'output_not_applicable' to specify which results to return - Fixed issue with parentheses in combination with max, min and abs functions - Added parameters 'rules_datatype' and 'results_datatype' for output in pandas or polars dataframes - Separated pandas parser code from general parser.py - Moved tolerance code to pandas parsing instead including it in rule definition