Categories

[0.3.6] (2019-07-12)

Added

• Categories rule with a plot showing unique values and count per field. By default, report_all() only includes fields which have less or equal to 10 unique values. See https://arche.readthedocs.io/en/latest/nbs/Rules.html#Category-fields, #100
• Category documentation

Changed

• Arche.report_all() does not shorten report by default, added short parameter.
• Data is consistent with Dash and Spidermon: _type, _key fields are dropped from dataframe, raw data, basic schema, #104, #106
• df.index now stores _key instead
• basic_json_schema() works with deleted jobs
• start is supported for Collections, #112
• enum is counted as a category tag, #18
• Garbage Symbols searches in str representation of nested fields instead of expanded df, #130
• Show real coverage difference (negative\positive) instead of absolute, #114

Fixed

• Arche.glance(), #88
• Item links in Schema validation errors, #89
• Empty NAN bars on category graphs, #93
• data_quality_report(), #95
• Wrong number of Collection Items if it contains item 0, #112

Removed

• Responses Per Item Ratio rule
• Deprecated expand parameter and removed flat_df, since Garbage Rule deal with nested data itself, #133

Thanks - @ejulio @victor-torres @Gallaecio @alexander-matsievsky @ivankivanov @raphapassini @alexandr1988