Glossary of Expectations¶
Table shape¶
expect_column_to_exist
expect_columns_to_be
expect_table_row_count_to_be_between
expect_table_row_count_to_equal
Missing values, unique values, and types¶
expect_column_values_to_be_unique
expect_column_values_to_not_be_null
expect_column_values_to_be_null
expect_column_values_to_be_of_type
expect_column_values_to_be_in_type_list
Sets and ranges¶
expect_column_values_to_be_in_set
expect_column_values_to_not_be_in_set
expect_column_values_to_be_between
expect_column_values_to_be_increasing
expect_column_values_to_be_decreasing
String matching¶
expect_column_value_lengths_to_be_between
expect_column_values_to_match_regex
expect_column_values_to_not_match_regex
expect_column_values_to_match_regex_list
Datetime and JSON parsing¶
expect_column_values_to_match_strftime_format
expect_column_values_to_be_dateutil_parseable
expect_column_values_to_be_json_parseable
expect_column_values_to_match_json_schema
Aggregate functions¶
expect_column_mean_to_be_between
expect_column_median_to_be_between
expect_column_stdev_to_be_between
expect_column_unique_value_count_to_be_between
expect_column_proportion_of_unique_values_to_be_between
expect_column_most_common_value_to_be
expect_column_most_common_value_to_be_in_set
Distributional functions¶
expect_column_kl_divergence_to_be_less_than
expect_column_bootstrapped_ks_test_p_value_to_be_greater_than
expect_column_chisquare_test_p_value_to_be_greater_than
Distributional function helpers¶
continuous_partition_data
categorical_partition_data
kde_partition_data
is_valid_partition_object
is_valid_continuous_partition_object
is_valid_categorical_partition_object