Welcome to datajudges’s documentation!
datajudge allows for assessing whether data from database complies with reference information.
While meant to be as agnostic to concrete database management systems as possible, datajudge currently explicitly supports:
Postgres
MSSQL
Snowflake
Contents
- Installation
- Getting Started
- Testing
- Motivation
- Example: Companies
- Example: Twitch
- Example: Dates
- Example: Exploration
- Development
- API Reference
- Submodules
- Module contents
BetweenRequirementBetweenRequirement.add_column_subset_constraint()BetweenRequirement.add_column_superset_constraint()BetweenRequirement.add_column_type_constraint()BetweenRequirement.add_date_max_constraint()BetweenRequirement.add_date_min_constraint()BetweenRequirement.add_ks_2sample_constraint()BetweenRequirement.add_max_null_fraction_constraint()BetweenRequirement.add_n_rows_equality_constraint()BetweenRequirement.add_n_rows_max_gain_constraint()BetweenRequirement.add_n_rows_max_loss_constraint()BetweenRequirement.add_n_rows_min_gain_constraint()BetweenRequirement.add_n_uniques_equality_constraint()BetweenRequirement.add_n_uniques_max_gain_constraint()BetweenRequirement.add_n_uniques_max_loss_constraint()BetweenRequirement.add_numeric_max_constraint()BetweenRequirement.add_numeric_mean_constraint()BetweenRequirement.add_numeric_min_constraint()BetweenRequirement.add_numeric_percentile_constraint()BetweenRequirement.add_row_equality_constraint()BetweenRequirement.add_row_matching_equality_constraint()BetweenRequirement.add_row_subset_constraint()BetweenRequirement.add_row_superset_constraint()BetweenRequirement.add_uniques_equality_constraint()BetweenRequirement.add_uniques_subset_constraint()BetweenRequirement.add_uniques_superset_constraint()BetweenRequirement.add_varchar_max_length_constraint()BetweenRequirement.add_varchar_min_length_constraint()BetweenRequirement.from_expressions()BetweenRequirement.from_raw_queries()BetweenRequirement.from_tables()BetweenRequirement.get_date_growth_rate()BetweenRequirement.get_deviation_getter()
ConditionConstraintRequirementWithinRequirementWithinRequirement.add_categorical_bound_constraint()WithinRequirement.add_column_existence_constraint()WithinRequirement.add_column_type_constraint()WithinRequirement.add_date_between_constraint()WithinRequirement.add_date_max_constraint()WithinRequirement.add_date_min_constraint()WithinRequirement.add_date_no_gap_constraint()WithinRequirement.add_date_no_overlap_2d_constraint()WithinRequirement.add_date_no_overlap_constraint()WithinRequirement.add_functional_dependency_constraint()WithinRequirement.add_groupby_aggregation_constraint()WithinRequirement.add_max_null_fraction_constraint()WithinRequirement.add_n_rows_equality_constraint()WithinRequirement.add_n_rows_max_constraint()WithinRequirement.add_n_rows_min_constraint()WithinRequirement.add_n_uniques_equality_constraint()WithinRequirement.add_null_absence_constraint()WithinRequirement.add_numeric_between_constraint()WithinRequirement.add_numeric_max_constraint()WithinRequirement.add_numeric_mean_constraint()WithinRequirement.add_numeric_min_constraint()WithinRequirement.add_numeric_no_gap_constraint()WithinRequirement.add_numeric_no_overlap_constraint()WithinRequirement.add_numeric_percentile_constraint()WithinRequirement.add_primary_key_definition_constraint()WithinRequirement.add_uniqueness_constraint()WithinRequirement.add_uniques_equality_constraint()WithinRequirement.add_uniques_subset_constraint()WithinRequirement.add_uniques_superset_constraint()WithinRequirement.add_varchar_max_length_constraint()WithinRequirement.add_varchar_min_length_constraint()WithinRequirement.add_varchar_regex_constraint()WithinRequirement.add_varchar_regex_constraint_db()WithinRequirement.from_expression()WithinRequirement.from_raw_query()WithinRequirement.from_table()