Index

A

ActionListValidationOperator (class in great_expectations.validation_operators) add_datasource() (great_expectations.data_context.DataContext method) add_generator() (great_expectations.datasource.Datasource method) add_query() (great_expectations.datasource.generator.query_generator.QueryGenerator method)

add_store() (great_expectations.data_context.DataContext method) asset_globs() (great_expectations.datasource.generator.glob_reader_generator.GlobReaderGenerator property) assets() (great_expectations.datasource.generator.s3_generator.S3Generator property) autoinspect() (great_expectations.data_asset.data_asset.DataAsset method)

B

base_directory() (great_expectations.datasource.generator.glob_reader_generator.GlobReaderGenerator property) (great_expectations.datasource.generator.subdir_reader_generator.SubdirReaderGenerator property) batch_fingerprint() (great_expectations.data_asset.data_asset.DataAsset property) batch_id() (great_expectations.data_asset.data_asset.DataAsset property) batch_kwargs() (great_expectations.data_asset.data_asset.DataAsset property) BatchGenerator (class in great_expectations.datasource.generator.batch_generator) bucket() (great_expectations.datasource.generator.s3_generator.S3Generator property) build_batch_kwargs() (great_expectations.datasource.Datasource method)

build_batch_kwargs_from_partition_id() (great_expectations.datasource.generator.batch_generator.BatchGenerator method) (great_expectations.datasource.generator.glob_reader_generator.GlobReaderGenerator method) (great_expectations.datasource.generator.in_memory_generator.InMemoryGenerator method) (great_expectations.datasource.generator.query_generator.QueryGenerator method) (great_expectations.datasource.generator.s3_generator.S3Generator method) (great_expectations.datasource.generator.subdir_reader_generator.SubdirReaderGenerator method) build_categorical_partition_object() (in module great_expectations.dataset.util) build_configuration() (great_expectations.datasource.Datasource class method) build_continuous_partition_object() (in module great_expectations.dataset.util)

C

categorical_partition_data() (in module great_expectations.dataset.util) ClassConfig (class in great_expectations.types) column_aggregate_expectation() (great_expectations.dataset.dataset.MetaDataset class method) column_map_expectation() (great_expectations.dataset.dataset.MetaDataset class method) (great_expectations.dataset.pandas_dataset.MetaPandasDataset class method) (great_expectations.dataset.sparkdf_dataset.MetaSparkDFDataset class method) (great_expectations.dataset.sqlalchemy_dataset.MetaSqlAlchemyDataset class method)

column_pair_map_expectation() (great_expectations.dataset.pandas_dataset.MetaPandasDataset class method) column_reflection_fallback() (great_expectations.dataset.sqlalchemy_dataset.SqlAlchemyDataset method) continuous_partition_data() (in module great_expectations.dataset.util) create_multiple_expectations() (in module great_expectations.dataset.util) create_temporary_table() (great_expectations.dataset.sqlalchemy_dataset.SqlAlchemyDataset method)

D

data_context() (great_expectations.datasource.Datasource property) DataAsset (class in great_expectations.data_asset.data_asset) DatabricksTableGenerator (class in great_expectations.datasource.generator.databricks_generator) DataContext (class in great_expectations.data_context)

Dataset (class in great_expectations.dataset.dataset) Datasource (class in great_expectations.datasource) discard_failing_expectations() (great_expectations.data_asset.data_asset.DataAsset method) DocInherit (class in great_expectations.data_asset.util)

E

edit_expectation_suite() (great_expectations.data_asset.data_asset.DataAsset method) evaluated_expectations() (great_expectations.data_asset.data_asset.ValidationStatistics property) expect_column_bootstrapped_ks_test_p_value_to_be_greater_than() (great_expectations.dataset.dataset.Dataset method) expect_column_chisquare_test_p_value_to_be_greater_than() (great_expectations.dataset.dataset.Dataset method) expect_column_distinct_values_to_be_in_set() (great_expectations.dataset.dataset.Dataset method) expect_column_distinct_values_to_contain_set() (great_expectations.dataset.dataset.Dataset method) expect_column_distinct_values_to_equal_set() (great_expectations.dataset.dataset.Dataset method) expect_column_kl_divergence_to_be_less_than() (great_expectations.dataset.dataset.Dataset method) expect_column_max_to_be_between() (great_expectations.dataset.dataset.Dataset method) expect_column_mean_to_be_between() (great_expectations.dataset.dataset.Dataset method) expect_column_median_to_be_between() (great_expectations.dataset.dataset.Dataset method) expect_column_min_to_be_between() (great_expectations.dataset.dataset.Dataset method) expect_column_most_common_value_to_be_in_set() (great_expectations.dataset.dataset.Dataset method) expect_column_pair_values_A_to_be_greater_than_B() (great_expectations.dataset.dataset.Dataset method) (great_expectations.dataset.pandas_dataset.PandasDataset method) expect_column_pair_values_to_be_equal() (great_expectations.dataset.dataset.Dataset method) (great_expectations.dataset.pandas_dataset.PandasDataset method) expect_column_pair_values_to_be_in_set() (great_expectations.dataset.dataset.Dataset method) (great_expectations.dataset.pandas_dataset.PandasDataset method) expect_column_parameterized_distribution_ks_test_p_value_to_be_greater_than() (great_expectations.dataset.dataset.Dataset method) (great_expectations.dataset.pandas_dataset.PandasDataset method) expect_column_proportion_of_unique_values_to_be_between() (great_expectations.dataset.dataset.Dataset method) expect_column_quantile_values_to_be_between() (great_expectations.dataset.dataset.Dataset method) expect_column_stdev_to_be_between() (great_expectations.dataset.dataset.Dataset method) expect_column_sum_to_be_between() (great_expectations.dataset.dataset.Dataset method) expect_column_to_exist() (great_expectations.dataset.dataset.Dataset method) expect_column_unique_value_count_to_be_between() (great_expectations.dataset.dataset.Dataset method) expect_column_value_lengths_to_be_between() (great_expectations.dataset.dataset.Dataset method) expect_column_value_lengths_to_equal() (great_expectations.dataset.dataset.Dataset method) expect_column_values_to_be_between() (great_expectations.dataset.dataset.Dataset method) expect_column_values_to_be_dateutil_parseable() (great_expectations.dataset.dataset.Dataset method) expect_column_values_to_be_decreasing() (great_expectations.dataset.dataset.Dataset method)

expect_column_values_to_be_in_set() (great_expectations.dataset.dataset.Dataset method) expect_column_values_to_be_in_type_list() (great_expectations.dataset.dataset.Dataset method) expect_column_values_to_be_increasing() (great_expectations.dataset.dataset.Dataset method) expect_column_values_to_be_json_parseable() (great_expectations.dataset.dataset.Dataset method) expect_column_values_to_be_null() (great_expectations.dataset.dataset.Dataset method) expect_column_values_to_be_of_type() (great_expectations.dataset.dataset.Dataset method) expect_column_values_to_be_unique() (great_expectations.dataset.dataset.Dataset method) expect_column_values_to_match_json_schema() (great_expectations.dataset.dataset.Dataset method) expect_column_values_to_match_regex() (great_expectations.dataset.dataset.Dataset method) expect_column_values_to_match_regex_list() (great_expectations.dataset.dataset.Dataset method) expect_column_values_to_match_strftime_format() (great_expectations.dataset.dataset.Dataset method) expect_column_values_to_not_be_in_set() (great_expectations.dataset.dataset.Dataset method) expect_column_values_to_not_be_null() (great_expectations.dataset.dataset.Dataset method) expect_column_values_to_not_match_regex() (great_expectations.dataset.dataset.Dataset method) expect_column_values_to_not_match_regex_list() (great_expectations.dataset.dataset.Dataset method) (great_expectations.dataset.pandas_dataset.PandasDataset method) (great_expectations.dataset.sqlalchemy_dataset.SqlAlchemyDataset method) expect_file_hash_to_equal() (great_expectations.data_asset.file_data_asset.FileDataAsset method) expect_file_line_regex_match_count_to_be_between() (great_expectations.data_asset.file_data_asset.FileDataAsset method) expect_file_line_regex_match_count_to_equal() (great_expectations.data_asset.file_data_asset.FileDataAsset method) expect_file_size_to_be_between() (great_expectations.data_asset.file_data_asset.FileDataAsset method) expect_file_to_be_valid_json() (great_expectations.data_asset.file_data_asset.FileDataAsset method) expect_file_to_exist() (great_expectations.data_asset.file_data_asset.FileDataAsset method) expect_file_to_have_valid_table_header() (great_expectations.data_asset.file_data_asset.FileDataAsset method) expect_multicolumn_values_to_be_unique() (great_expectations.dataset.dataset.Dataset method) (great_expectations.dataset.pandas_dataset.PandasDataset method) expect_table_column_count_to_be_between() (great_expectations.dataset.dataset.Dataset method) expect_table_column_count_to_equal() (great_expectations.dataset.dataset.Dataset method) expect_table_columns_to_match_ordered_list() (great_expectations.dataset.dataset.Dataset method) expect_table_row_count_to_be_between() (great_expectations.dataset.dataset.Dataset method) expect_table_row_count_to_equal() (great_expectations.dataset.dataset.Dataset method) expectation() (great_expectations.data_asset.data_asset.DataAsset class method)

F

file_lines_map_expectation() (great_expectations.data_asset.file_data_asset.MetaFileDataAsset class method) FileDataAsset (class in great_expectations.data_asset.file_data_asset) find_context_root_dir() (great_expectations.data_context.DataContext static method) find_expectation_indexes() (great_expectations.data_asset.data_asset.DataAsset method) find_expectations() (great_expectations.data_asset.data_asset.DataAsset method)

format_dict_for_error_message() (in module great_expectations.data_context.util) from_configuration() (great_expectations.datasource.Datasource class method) from_dataset() (great_expectations.dataset.dataset.Dataset class method) (great_expectations.dataset.sparkdf_dataset.SparkDFDataset class method) (great_expectations.dataset.sqlalchemy_dataset.SqlAlchemyDataset class method)

G

get_available_data_asset_names() (great_expectations.datasource.Datasource method) (great_expectations.datasource.generator.batch_generator.BatchGenerator method) (great_expectations.datasource.generator.databricks_generator.DatabricksTableGenerator method) (great_expectations.datasource.generator.glob_reader_generator.GlobReaderGenerator method) (great_expectations.datasource.generator.in_memory_generator.InMemoryGenerator method) (great_expectations.datasource.generator.query_generator.QueryGenerator method) (great_expectations.datasource.generator.s3_generator.S3Generator method) (great_expectations.datasource.generator.subdir_reader_generator.SubdirReaderGenerator method) get_available_partition_ids() (great_expectations.datasource.generator.batch_generator.BatchGenerator method) (great_expectations.datasource.generator.glob_reader_generator.GlobReaderGenerator method) (great_expectations.datasource.generator.in_memory_generator.InMemoryGenerator method) (great_expectations.datasource.generator.query_generator.QueryGenerator method) (great_expectations.datasource.generator.s3_generator.S3Generator method) (great_expectations.datasource.generator.subdir_reader_generator.SubdirReaderGenerator method) get_batch() (great_expectations.datasource.Datasource method) get_column_count() (great_expectations.dataset.dataset.Dataset method) (great_expectations.dataset.pandas_dataset.PandasDataset method) (great_expectations.dataset.sparkdf_dataset.SparkDFDataset method) (great_expectations.dataset.sqlalchemy_dataset.SqlAlchemyDataset method) get_column_count_in_range() (great_expectations.dataset.dataset.Dataset method) (great_expectations.dataset.pandas_dataset.PandasDataset method) (great_expectations.dataset.sparkdf_dataset.SparkDFDataset method) (great_expectations.dataset.sqlalchemy_dataset.SqlAlchemyDataset method) get_column_hist() (great_expectations.dataset.dataset.Dataset method) (great_expectations.dataset.pandas_dataset.PandasDataset method) (great_expectations.dataset.sparkdf_dataset.SparkDFDataset method) (great_expectations.dataset.sqlalchemy_dataset.SqlAlchemyDataset method) get_column_max() (great_expectations.dataset.dataset.Dataset method) (great_expectations.dataset.pandas_dataset.PandasDataset method) (great_expectations.dataset.sparkdf_dataset.SparkDFDataset method) (great_expectations.dataset.sqlalchemy_dataset.SqlAlchemyDataset method) get_column_mean() (great_expectations.dataset.dataset.Dataset method) (great_expectations.dataset.pandas_dataset.PandasDataset method) (great_expectations.dataset.sparkdf_dataset.SparkDFDataset method) (great_expectations.dataset.sqlalchemy_dataset.SqlAlchemyDataset method) get_column_median() (great_expectations.dataset.dataset.Dataset method) (great_expectations.dataset.pandas_dataset.PandasDataset method) (great_expectations.dataset.sparkdf_dataset.SparkDFDataset method) (great_expectations.dataset.sqlalchemy_dataset.SqlAlchemyDataset method) get_column_min() (great_expectations.dataset.dataset.Dataset method) (great_expectations.dataset.pandas_dataset.PandasDataset method) (great_expectations.dataset.sparkdf_dataset.SparkDFDataset method) (great_expectations.dataset.sqlalchemy_dataset.SqlAlchemyDataset method) get_column_modes() (great_expectations.dataset.dataset.Dataset method) (great_expectations.dataset.pandas_dataset.PandasDataset method) (great_expectations.dataset.sparkdf_dataset.SparkDFDataset method) get_column_nonnull_count() (great_expectations.dataset.dataset.Dataset method) (great_expectations.dataset.pandas_dataset.PandasDataset method) (great_expectations.dataset.sparkdf_dataset.SparkDFDataset method) (great_expectations.dataset.sqlalchemy_dataset.SqlAlchemyDataset method) get_column_partition() (great_expectations.dataset.dataset.Dataset method) get_column_quantiles() (great_expectations.dataset.dataset.Dataset method) (great_expectations.dataset.pandas_dataset.PandasDataset method) (great_expectations.dataset.sparkdf_dataset.SparkDFDataset method) (great_expectations.dataset.sqlalchemy_dataset.SqlAlchemyDataset method) get_column_stdev() (great_expectations.dataset.dataset.Dataset method) (great_expectations.dataset.pandas_dataset.PandasDataset method) (great_expectations.dataset.sparkdf_dataset.SparkDFDataset method) (great_expectations.dataset.sqlalchemy_dataset.SqlAlchemyDataset method)

get_column_sum() (great_expectations.dataset.dataset.Dataset method) (great_expectations.dataset.pandas_dataset.PandasDataset method) (great_expectations.dataset.sparkdf_dataset.SparkDFDataset method) (great_expectations.dataset.sqlalchemy_dataset.SqlAlchemyDataset method) get_column_unique_count() (great_expectations.dataset.dataset.Dataset method) (great_expectations.dataset.pandas_dataset.PandasDataset method) (great_expectations.dataset.sparkdf_dataset.SparkDFDataset method) (great_expectations.dataset.sqlalchemy_dataset.SqlAlchemyDataset method) get_column_value_counts() (great_expectations.dataset.dataset.Dataset method) (great_expectations.dataset.pandas_dataset.PandasDataset method) (great_expectations.dataset.sparkdf_dataset.SparkDFDataset method) (great_expectations.dataset.sqlalchemy_dataset.SqlAlchemyDataset method) get_config() (great_expectations.datasource.Datasource method) (great_expectations.datasource.generator.batch_generator.BatchGenerator method) get_config_value() (great_expectations.data_asset.data_asset.DataAsset method) get_data_asset() (great_expectations.datasource.Datasource method) get_data_asset_name() (great_expectations.data_asset.data_asset.DataAsset method) get_data_context() (great_expectations.datasource.Datasource method) get_default_expectation_arguments() (great_expectations.data_asset.data_asset.DataAsset method) get_empty_expectation_suite() (in module great_expectations.data_asset.util) get_evaluation_parameter() (great_expectations.data_asset.data_asset.DataAsset method) get_expectation_suite() (great_expectations.data_asset.data_asset.DataAsset method) get_expectation_suite_name() (great_expectations.data_asset.data_asset.DataAsset method) get_expectations_config() (great_expectations.data_asset.data_asset.DataAsset method) get_generator() (great_expectations.datasource.Datasource method) get_iterator() (great_expectations.datasource.generator.batch_generator.BatchGenerator method) get_row_count() (great_expectations.dataset.dataset.Dataset method) (great_expectations.dataset.pandas_dataset.PandasDataset method) (great_expectations.dataset.sparkdf_dataset.SparkDFDataset method) (great_expectations.dataset.sqlalchemy_dataset.SqlAlchemyDataset method) get_table_columns() (great_expectations.dataset.dataset.Dataset method) (great_expectations.dataset.pandas_dataset.PandasDataset method) (great_expectations.dataset.sparkdf_dataset.SparkDFDataset method) (great_expectations.dataset.sqlalchemy_dataset.SqlAlchemyDataset method) GlobReaderGenerator (class in great_expectations.datasource.generator.glob_reader_generator) great_expectations (module) great_expectations.data_asset.data_asset (module) great_expectations.data_asset.file_data_asset (module) great_expectations.data_asset.util (module) great_expectations.data_context (module) great_expectations.data_context.store (module) great_expectations.data_context.util (module) great_expectations.dataset.dataset (module) great_expectations.dataset.pandas_dataset (module) great_expectations.dataset.sparkdf_dataset (module) great_expectations.dataset.sqlalchemy_dataset (module) great_expectations.dataset.util (module) great_expectations.datasource (module) great_expectations.datasource.generator (module) great_expectations.profile (module) great_expectations.render (module) great_expectations.render.renderer (module) great_expectations.render.view (module) great_expectations.validation_operators (module)

H

hashable_getters (great_expectations.dataset.dataset.Dataset attribute)

head() (great_expectations.dataset.sparkdf_dataset.SparkDFDataset method) (great_expectations.dataset.sqlalchemy_dataset.SqlAlchemyDataset method)

I

infer_distribution_parameters() (in module great_expectations.dataset.util) InMemoryGenerator (class in great_expectations.datasource.generator.in_memory_generator) instantiate_class_from_config() (in module great_expectations.data_context.util)

is_valid_categorical_partition_object() (in module great_expectations.dataset.util) is_valid_continuous_partition_object() (in module great_expectations.dataset.util) is_valid_partition_object() (in module great_expectations.dataset.util)

K

kde_partition_data() (in module great_expectations.dataset.util)

L

list_generators() (great_expectations.datasource.Datasource method)

load_class() (in module great_expectations.data_context.util)

M

MetaDataset (class in great_expectations.dataset.dataset) MetaFileDataAsset (class in great_expectations.data_asset.file_data_asset) MetaPandasDataset (class in great_expectations.dataset.pandas_dataset)

MetaSparkDFDataset (class in great_expectations.dataset.sparkdf_dataset) MetaSqlAlchemyDataset (class in great_expectations.dataset.sqlalchemy_dataset) multicolumn_map_expectation() (great_expectations.dataset.pandas_dataset.MetaPandasDataset class method)

N

name() (great_expectations.datasource.Datasource property)

named_generator_build_batch_kwargs() (great_expectations.datasource.Datasource method)

P

PandasDataset (class in great_expectations.dataset.pandas_dataset) parse_result_format() (in module great_expectations.data_asset.util)

parse_string_to_data_context_resource_identifier() (in module great_expectations.data_context.util) partition_data() (in module great_expectations.dataset.util) profile() (great_expectations.data_asset.data_asset.DataAsset method)

Q

QueryGenerator (class in great_expectations.datasource.generator.query_generator)

R

reader_options() (great_expectations.datasource.generator.glob_reader_generator.GlobReaderGenerator property) (great_expectations.datasource.generator.s3_generator.S3Generator property) (great_expectations.datasource.generator.subdir_reader_generator.SubdirReaderGenerator property) recursively_convert_to_json_serializable() (in module great_expectations.data_asset.util)

remove_expectation() (great_expectations.data_asset.data_asset.DataAsset method) reset_iterator() (great_expectations.datasource.generator.batch_generator.BatchGenerator method) run() (great_expectations.validation_operators.ActionListValidationOperator method) (great_expectations.validation_operators.ValidationOperator method) (great_expectations.validation_operators.WarningAndFailureExpectationSuitesValidationOperator method)

S

S3Generator (class in great_expectations.datasource.generator.s3_generator) safe_mmkdir() (in module great_expectations.data_context.util) save_expectation_suite() (great_expectations.data_asset.data_asset.DataAsset method) save_expectation_suite_name() (great_expectations.data_asset.data_asset.DataAsset method) set_config_value() (great_expectations.data_asset.data_asset.DataAsset method) set_data_asset_name() (great_expectations.data_asset.data_asset.DataAsset method) set_default_expectation_argument() (great_expectations.data_asset.data_asset.DataAsset method) set_evaluation_parameter() (great_expectations.data_asset.data_asset.DataAsset method)

SparkDFDataset (class in great_expectations.dataset.sparkdf_dataset) SqlAlchemyDataset (class in great_expectations.dataset.sqlalchemy_dataset) SubdirReaderGenerator (class in great_expectations.datasource.generator.subdir_reader_generator) substitute_all_config_variables() (in module great_expectations.data_context.util) substitute_config_variable() (in module great_expectations.data_context.util) success() (great_expectations.data_asset.data_asset.ValidationStatistics property) success_percent() (great_expectations.data_asset.data_asset.ValidationStatistics property) successful_expectations() (great_expectations.data_asset.data_asset.ValidationStatistics property)

T

test_column_aggregate_expectation_function() (great_expectations.dataset.dataset.Dataset method)

test_column_map_expectation_function() (great_expectations.dataset.dataset.Dataset method) test_expectation_function() (great_expectations.data_asset.data_asset.DataAsset method)

U

unsuccessful_expectations() (great_expectations.data_asset.data_asset.ValidationStatistics property)

V

validate() (great_expectations.data_asset.data_asset.DataAsset method) validate_distribution_parameters() (in module great_expectations.dataset.util)

ValidationOperator (class in great_expectations.validation_operators) ValidationStatistics (class in great_expectations.data_asset.data_asset)

W

WarningAndFailureExpectationSuitesValidationOperator (class in great_expectations.validation_operators)

Y

yield_batch_kwargs() (great_expectations.datasource.generator.batch_generator.BatchGenerator method)