great_expectations
v0.7.10
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great_expectations
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Q
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A
add_datasource() (great_expectations.data_context.DataContext method)
add_generator() (great_expectations.datasource.Datasource method)
add_profile_credentials() (great_expectations.data_context.DataContext method)
add_query() (great_expectations.datasource.generator.query_generator.QueryGenerator method)
asset_globs() (great_expectations.datasource.generator.filesystem_path_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.filesystem_path_generator.GlobReaderGenerator property)
(great_expectations.datasource.generator.filesystem_path_generator.SubdirReaderGenerator property)
BatchGenerator (class in great_expectations.datasource.generator.batch_generator)
bind_evaluation_parameters() (great_expectations.data_context.DataContext method)
bucket() (great_expectations.datasource.generator.s3_generator.S3Generator property)
build_batch_kwargs() (great_expectations.datasource.Datasource method)
(great_expectations.datasource.pandas_source.PandasDatasource method)
(great_expectations.datasource.spark_source.SparkDFDatasource method)
(great_expectations.datasource.sqlalchemy_source.SqlAlchemyDatasource method)
build_continuous_partition_object() (in module great_expectations.dataset.util)
build_data_documentation() (great_expectations.data_context.DataContext method)
build_slack_notification_request() (in module great_expectations.data_context.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() (great_expectations.data_context.DataContext class method)
create_multiple_expectations() (in module great_expectations.dataset.util)
create_temporary_table() (great_expectations.dataset.sqlalchemy_dataset.SqlAlchemyDataset method)
D
data_asset_name_delimiter() (great_expectations.data_context.DataContext property)
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
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_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)
expectations_directory() (great_expectations.data_context.DataContext property)
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_expectation_indexes() (great_expectations.data_asset.data_asset.DataAsset method)
find_expectations() (great_expectations.data_asset.data_asset.DataAsset method)
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_absolute_path() (great_expectations.data_context.DataContext method)
get_available_data_asset_names() (great_expectations.data_context.DataContext method)
(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.filesystem_path_generator.GlobReaderGenerator method)
(great_expectations.datasource.generator.filesystem_path_generator.SubdirReaderGenerator 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)
get_batch() (great_expectations.data_context.DataContext method)
(great_expectations.datasource.Datasource method)
get_batch_kwargs() (great_expectations.data_asset.data_asset.DataAsset 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.data_context.DataContext method)
(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_credentials() (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_datasource() (great_expectations.data_context.DataContext method)
get_datasource_config() (great_expectations.data_context.DataContext 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)
(great_expectations.data_context.DataContext 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_profile_credentials() (great_expectations.data_context.DataContext method)
get_project_config() (great_expectations.data_context.DataContext 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_slack_callback() (in module great_expectations.data_context.util)
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)
get_validation_doc_filepath() (great_expectations.data_context.DataContext method)
get_validation_location() (great_expectations.data_context.DataContext method)
get_validation_param() (great_expectations.data_context.DataContext method)
get_validation_result() (great_expectations.data_context.DataContext method)
GlobReaderGenerator (class in great_expectations.datasource.generator.filesystem_path_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.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
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)
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_datasources() (great_expectations.data_context.DataContext method)
list_expectation_suites() (great_expectations.data_context.DataContext method)
list_generators() (great_expectations.datasource.Datasource method)
list_validation_results() (great_expectations.data_context.DataContext method)
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)
module
great_expectations
great_expectations.data_asset.data_asset
great_expectations.data_asset.file_data_asset
great_expectations.data_asset.util
great_expectations.data_context
great_expectations.data_context.util
great_expectations.dataset.dataset
great_expectations.dataset.pandas_dataset
great_expectations.dataset.sparkdf_dataset
great_expectations.dataset.sqlalchemy_dataset
great_expectations.dataset.util
great_expectations.datasource
great_expectations.datasource.generator
great_expectations.profile
great_expectations.render
great_expectations.render.renderer
great_expectations.render.view
move_validation_to_fixtures() (great_expectations.data_context.DataContext method)
multicolumn_map_expectation() (great_expectations.dataset.pandas_dataset.MetaPandasDataset class method)
N
name() (great_expectations.datasource.Datasource property)
P
PandasDataset (class in great_expectations.dataset.pandas_dataset)
PandasDatasource (class in great_expectations.datasource.pandas_source)
parse_result_format() (in module great_expectations.data_asset.util)
partition_data() (in module great_expectations.dataset.util)
plugins_directory() (great_expectations.data_context.DataContext property)
profile() (great_expectations.data_asset.data_asset.DataAsset method)
profile_datasource() (great_expectations.data_context.DataContext method)
PROFILING_ERROR_CODE_SPECIFIED_DATA_ASSETS_NOT_FOUND (great_expectations.data_context.DataContext attribute)
PROFILING_ERROR_CODE_TOO_MANY_DATA_ASSETS (great_expectations.data_context.DataContext attribute)
Q
QueryGenerator (class in great_expectations.datasource.generator.query_generator)
R
reader_options() (great_expectations.datasource.generator.filesystem_path_generator.GlobReaderGenerator property)
(great_expectations.datasource.generator.filesystem_path_generator.SubdirReaderGenerator property)
(great_expectations.datasource.generator.s3_generator.S3Generator property)
recursively_convert_to_json_serializable() (in module great_expectations.data_asset.util)
register_validation_results() (great_expectations.data_context.DataContext method)
remove_expectation() (great_expectations.data_asset.data_asset.DataAsset method)
reset_iterator() (great_expectations.datasource.generator.batch_generator.BatchGenerator method)
root_directory() (great_expectations.data_context.DataContext property)
S
S3Generator (class in great_expectations.datasource.generator.s3_generator)
safe_mmkdir() (in module great_expectations.data_context.util)
save_config() (great_expectations.datasource.Datasource method)
save_expectation_suite() (great_expectations.data_asset.data_asset.DataAsset method)
(great_expectations.data_context.DataContext method)
save_expectations_config() (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)
set_expectation_suite_name() (great_expectations.data_asset.data_asset.DataAsset method)
SparkDFDataset (class in great_expectations.dataset.sparkdf_dataset)
SparkDFDatasource (class in great_expectations.datasource.spark_source)
SqlAlchemyDataset (class in great_expectations.dataset.sqlalchemy_dataset)
SqlAlchemyDatasource (class in great_expectations.datasource.sqlalchemy_source)
store_validation_param() (great_expectations.data_context.DataContext method)
SubdirReaderGenerator (class in great_expectations.datasource.generator.filesystem_path_generator)
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)
update_return_obj() (great_expectations.data_context.DataContext method)
V
validate() (great_expectations.data_asset.data_asset.DataAsset method)
validate_distribution_parameters() (in module great_expectations.dataset.util)
validations_store() (great_expectations.data_context.DataContext property)
ValidationStatistics (class in great_expectations.data_asset.data_asset)
W
write_resource() (great_expectations.data_context.DataContext method)
Y
yield_batch_kwargs() (great_expectations.datasource.generator.batch_generator.BatchGenerator method)
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