Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | V | W _ __call__() (BinningSpec method) (QueryExprCompiler method), [1] __eq__() (FlatMap method) (JoinPublic method) (KeySet method) (Map method) (PureDPBudget method) (RhoZCDPBudget method) (Schema method) __getitem__() (KeySet method) (Schema method) __init__() (BinningSpec method) (Catalog method) (Conjunction method) (GroupedQueryBuilder method) (KeySet method) (MeasurementVisitor method) (NeighboringRelationCoreVisitor method) (OutputSchemaVisitor method) (PureDPBudget method) (QueryBuilder method) (QueryExprCompiler method), [1] (RhoZCDPBudget method) (Schema method) (Session method) (TransformationVisitor method) __iter__() (Schema method) __len__() (Schema method) __mul__() (KeySet method) A accept() (AddRemoveRows method) (AddRemoveRowsAcrossGroups method) (Conjunction method) (DropInfinity method) (DropNullAndNan method) (Filter method) (FlatMap method) (GroupByBoundedAverage method) (GroupByBoundedSTDEV method) (GroupByBoundedSum method) (GroupByBoundedVariance method) (GroupByCount method) (GroupByCountDistinct method) (GroupByQuantile method) (JoinPrivate method) (JoinPublic method) (Map method) (NeighboringRelation method) (PrivateSource method) (QueryExpr method) (Rename method) (ReplaceInfinity method) (ReplaceNullAndNan method) (Select method) add_private_source() (Catalog method) add_private_view() (Catalog method) add_public_dataframe() (Session method) add_public_source() (Catalog method) AddMaxRows (class in tmlt.analytics.protected_change) AddMaxRowsInMaxGroups (class in tmlt.analytics.protected_change) AddOneRow (class in tmlt.analytics.protected_change) AddRemoveRows (class in tmlt.analytics._neighboring_relations) AddRemoveRowsAcrossGroups (class in tmlt.analytics._neighboring_relations) allow_inf (ColumnDescriptor attribute), [1] allow_nan (ColumnDescriptor attribute), [1] allow_null (ColumnDescriptor attribute), [1] analytics_to_py_types() (in module tmlt.analytics._schema) analytics_to_spark_columns_descriptor() (in module tmlt.analytics._schema) analytics_to_spark_schema() (in module tmlt.analytics._schema) AnalyticsDefault (class in tmlt.analytics.query_expr) augment (FlatMap attribute) (Map attribute) average() (GroupedQueryBuilder method) (QueryBuilder method) AverageMechanism (class in tmlt.analytics.query_expr) B bin_column() (QueryBuilder method) BinningSpec (class in tmlt.analytics.binning_spec) bins() (BinningSpec method) build() (Session.Builder method) build_transformation() (QueryExprCompiler method), [1] C Catalog (class in tmlt.analytics._catalog) check_installation() (in module tmlt.analytics.utils) child (DropInfinity attribute) (DropNullAndNan attribute) (Filter attribute) (FlatMap attribute) (GroupByBoundedAverage attribute) (GroupByBoundedSTDEV attribute) (GroupByBoundedSum attribute) (GroupByBoundedVariance attribute) (GroupByCount attribute) (GroupByCountDistinct attribute) (GroupByQuantile attribute) (JoinPrivate attribute) (JoinPublic attribute) (Map attribute) (Rename attribute) (ReplaceInfinity attribute) (ReplaceNullAndNan attribute) (Select attribute) children (Conjunction attribute) cleanup() (in module tmlt.analytics.utils) coerce_spark_schema_or_fail() (in module tmlt.analytics._coerce_spark_schema) column_descriptor (BinningSpec property) column_descs (Schema property) column_mapper (Rename attribute) column_type (ColumnDescriptor attribute), [1] column_type_to_py_type() (in module tmlt.analytics._schema) column_types (Schema property) ColumnDescriptor (class in tmlt.analytics._schema) (class in tmlt.analytics.query_builder) columns (DropInfinity attribute) (DropNullAndNan attribute) (Select attribute) columns_to_count (GroupByCountDistinct attribute) ColumnType (class in tmlt.analytics._schema) (class in tmlt.analytics.query_builder) Conjunction (class in tmlt.analytics._neighboring_relations) count() (GroupedQueryBuilder method) (QueryBuilder method) count_distinct() (GroupedQueryBuilder method) (QueryBuilder method) CountDistinctMechanism (class in tmlt.analytics.query_expr) CountMechanism (class in tmlt.analytics.query_expr) create_view() (Session method) D dataframe() (KeySet method) DATE (AnalyticsDefault attribute) (ColumnType attribute), [1] DECIMAL (AnalyticsDefault attribute) (ColumnType attribute), [1] DEFAULT (AverageMechanism attribute) (CountDistinctMechanism attribute) (CountMechanism attribute) (StdevMechanism attribute) (SumMechanism attribute) (VarianceMechanism attribute) DEFAULT_MECHANISM (in module tmlt.analytics._query_expr_compiler._compiler) delete_view() (Session method) drop_infinity() (QueryBuilder method) drop_null_and_nan() (QueryBuilder method) DropInfinity (class in tmlt.analytics.query_expr) DropNullAndNan (class in tmlt.analytics.query_expr) E epsilon (PureDPBudget property) evaluate() (Session method) F f (FlatMap attribute) (Map attribute) Filter (class in tmlt.analytics.query_expr) filter() (KeySet method) (QueryBuilder method) flat_map() (QueryBuilder method) FlatMap (class in tmlt.analytics.query_expr) from_dataframe() (KeySet class method) (Session class method) from_dict() (KeySet class method) G GAUSSIAN (AverageMechanism attribute) (CountDistinctMechanism attribute) (CountMechanism attribute) (StdevMechanism attribute) (SumMechanism attribute) (VarianceMechanism attribute) GAUSSIAN_MECHANISM (in module tmlt.analytics._query_expr_compiler._compiler) get() (Schema method) get_adjusted_budget() (in module tmlt.analytics._privacy_budget_rounding_helper) get_column_types() (Session method) get_grouping_column() (Session method) get_java_11_config() (in module tmlt.analytics.utils) get_schema() (Session method) groupby() (QueryBuilder method) groupby_keys (GroupByBoundedAverage attribute) (GroupByBoundedSTDEV attribute) (GroupByBoundedSum attribute) (GroupByBoundedVariance attribute) (GroupByCount attribute) (GroupByCountDistinct attribute) (GroupByQuantile attribute) GroupByBoundedAverage (class in tmlt.analytics.query_expr) GroupByBoundedSTDEV (class in tmlt.analytics.query_expr) GroupByBoundedSum (class in tmlt.analytics.query_expr) GroupByBoundedVariance (class in tmlt.analytics.query_expr) GroupByCount (class in tmlt.analytics.query_expr) GroupByCountDistinct (class in tmlt.analytics.query_expr) GroupByQuantile (class in tmlt.analytics.query_expr) GroupedQueryBuilder (class in tmlt.analytics.query_builder) grouping_column (AddMaxRowsInMaxGroups attribute) (AddRemoveRowsAcrossGroups attribute) (Schema property) H high (GroupByBoundedAverage attribute) (GroupByBoundedSTDEV attribute) (GroupByBoundedSum attribute) (GroupByBoundedVariance attribute) (GroupByQuantile attribute) histogram() (QueryBuilder method) I inner_metric() (TransformationVisitor method) input_type (BinningSpec property) INTEGER (AnalyticsDefault attribute) (ColumnType attribute), [1] items() (Schema method) J join_columns (JoinPrivate attribute) (JoinPublic attribute) join_private() (QueryBuilder method) join_public() (QueryBuilder method) JoinPrivate (class in tmlt.analytics.query_expr) JoinPublic (class in tmlt.analytics.query_expr) K keys() (Schema method) KeySet (class in tmlt.analytics.keyset) L LAPLACE (AverageMechanism attribute) (CountDistinctMechanism attribute) (CountMechanism attribute) (StdevMechanism attribute) (SumMechanism attribute) (VarianceMechanism attribute) LAPLACE_MECHANISM (in module tmlt.analytics._query_expr_compiler._compiler) low (GroupByBoundedAverage attribute) (GroupByBoundedSTDEV attribute) (GroupByBoundedSum attribute) (GroupByBoundedVariance attribute) (GroupByQuantile attribute) M Map (class in tmlt.analytics.query_expr) map() (QueryBuilder method) max() (GroupedQueryBuilder method) (QueryBuilder method) max_groups (AddMaxRowsInMaxGroups attribute) (AddRemoveRowsAcrossGroups attribute) max_num_rows (FlatMap attribute) max_records (TruncationStrategy.DropExcess attribute) max_rows (AddMaxRows attribute) max_rows_per_group (AddMaxRowsInMaxGroups attribute) measure_column (GroupByBoundedAverage attribute) (GroupByBoundedSTDEV attribute) (GroupByBoundedSum attribute) (GroupByBoundedVariance attribute) (GroupByQuantile attribute) MeasurementVisitor (class in tmlt.analytics._query_expr_compiler._measurement_visitor) mechanism (GroupByBoundedAverage attribute) (GroupByBoundedSTDEV attribute) (GroupByBoundedSum attribute) (GroupByBoundedVariance attribute) (GroupByCount attribute) (GroupByCountDistinct attribute) (QueryExprCompiler property), [1] median() (GroupedQueryBuilder method) (QueryBuilder method) min() (GroupedQueryBuilder method) (QueryBuilder method) module tmlt.analytics tmlt.analytics._catalog tmlt.analytics._coerce_spark_schema tmlt.analytics._neighboring_relation_visitor tmlt.analytics._neighboring_relations tmlt.analytics._noise_info tmlt.analytics._privacy_budget_rounding_helper tmlt.analytics._query_expr_compiler tmlt.analytics._query_expr_compiler._compiler tmlt.analytics._query_expr_compiler._measurement_visitor tmlt.analytics._query_expr_compiler._output_schema_visitor tmlt.analytics._query_expr_compiler._transformation_visitor tmlt.analytics._schema tmlt.analytics.binning_spec tmlt.analytics.cleanup tmlt.analytics.keyset tmlt.analytics.privacy_budget tmlt.analytics.protected_change tmlt.analytics.query_builder tmlt.analytics.query_expr tmlt.analytics.session tmlt.analytics.truncation_strategy tmlt.analytics.utils N n (AddRemoveRows attribute) name() (AverageMechanism method) (ColumnType method), [1] (CountDistinctMechanism method) (CountMechanism method) (StdevMechanism method) (SumMechanism method) (VarianceMechanism method) NeighboringRelation (class in tmlt.analytics._neighboring_relations) NeighboringRelationCoreVisitor (class in tmlt.analytics._neighboring_relation_visitor) NeighboringRelationVisitor (class in tmlt.analytics._neighboring_relations) O output_column (GroupByBoundedAverage attribute) (GroupByBoundedSTDEV attribute) (GroupByBoundedSum attribute) (GroupByBoundedVariance attribute) (GroupByCount attribute) (GroupByCountDistinct attribute) (GroupByQuantile attribute) output_measure (QueryExprCompiler property), [1] OutputSchemaVisitor (class in tmlt.analytics._query_expr_compiler._output_schema_visitor) P partition_and_create() (Session method) per_group (AddRemoveRowsAcrossGroups attribute) predicate (Filter attribute) PrivacyBudget (class in tmlt.analytics.privacy_budget) private_sources (Session property) private_table (Catalog property) PrivateSource (class in tmlt.analytics.query_expr) PrivateTable (class in tmlt.analytics._catalog) PrivateView (class in tmlt.analytics._catalog) ProtectedChange (class in tmlt.analytics.protected_change) public_source_dataframes (Session property) public_sources (Session property) public_table (JoinPublic attribute) PublicTable (class in tmlt.analytics._catalog) PureDPBudget (class in tmlt.analytics.privacy_budget) Q quantile (GroupByQuantile attribute) quantile() (GroupedQueryBuilder method) (QueryBuilder method) query_expr (QueryBuilder property) QueryBuilder (class in tmlt.analytics.query_builder) QueryExpr (class in tmlt.analytics.query_expr) QueryExprCompiler (class in tmlt.analytics._query_expr_compiler) (class in tmlt.analytics._query_expr_compiler._compiler) QueryExprVisitor (class in tmlt.analytics.query_expr) R remaining_privacy_budget (Session property) remove_all_temp_tables() (in module tmlt.analytics.utils) remove_table() (Catalog method) Rename (class in tmlt.analytics.query_expr) rename() (QueryBuilder method) replace_infinity() (QueryBuilder method) replace_null_and_nan() (QueryBuilder method) replace_with (ReplaceInfinity attribute) (ReplaceNullAndNan attribute) ReplaceInfinity (class in tmlt.analytics.query_expr) ReplaceNullAndNan (class in tmlt.analytics.query_expr) requested_budget_is_slightly_higher_than_remaining() (in module tmlt.analytics._privacy_budget_rounding_helper) rho (RhoZCDPBudget property) RhoZCDPBudget (class in tmlt.analytics.privacy_budget) right_operand_expr (JoinPrivate attribute) Row (in module tmlt.analytics.query_builder) (in module tmlt.analytics.query_expr) S Schema (class in tmlt.analytics._schema) schema (PrivateTable attribute) (PrivateView attribute) (PublicTable attribute) (Table attribute) schema() (KeySet method) schema_new_columns (FlatMap attribute) (Map attribute) Select (class in tmlt.analytics.query_expr) select() (QueryBuilder method) Session (class in tmlt.analytics.session) Session.Builder (class in tmlt.analytics.session) source_id (PrivateSource attribute) (PrivateTable attribute) (PrivateView attribute) (PublicTable attribute) (Table attribute) spark_dataframe_domain_to_analytics_columns() (in module tmlt.analytics._schema) spark_schema_to_analytics_columns() (in module tmlt.analytics._schema) stability (PrivateTable attribute) (PrivateView attribute) stdev() (GroupedQueryBuilder method) (QueryBuilder method) StdevMechanism (class in tmlt.analytics.query_expr) stop() (Session method) sum() (GroupedQueryBuilder method) (QueryBuilder method) SumMechanism (class in tmlt.analytics.query_expr) SUPPORTED_SPARK_TYPES (in module tmlt.analytics._coerce_spark_schema) (in module tmlt.analytics.session) T table (AddRemoveRows attribute) (AddRemoveRowsAcrossGroups attribute) Table (class in tmlt.analytics._catalog) tables (Catalog property) TIMESTAMP (AnalyticsDefault attribute) (ColumnType attribute), [1] tmlt.analytics module tmlt.analytics._catalog module tmlt.analytics._coerce_spark_schema module tmlt.analytics._neighboring_relation_visitor module tmlt.analytics._neighboring_relations module tmlt.analytics._noise_info module tmlt.analytics._privacy_budget_rounding_helper module tmlt.analytics._query_expr_compiler module tmlt.analytics._query_expr_compiler._compiler module tmlt.analytics._query_expr_compiler._measurement_visitor module tmlt.analytics._query_expr_compiler._output_schema_visitor module tmlt.analytics._query_expr_compiler._transformation_visitor module tmlt.analytics._schema module tmlt.analytics.binning_spec module tmlt.analytics.cleanup module tmlt.analytics.keyset module tmlt.analytics.privacy_budget module tmlt.analytics.protected_change module tmlt.analytics.query_builder module tmlt.analytics.query_expr module tmlt.analytics.session module tmlt.analytics.truncation_strategy module tmlt.analytics.utils module TransformationVisitor (class in tmlt.analytics._query_expr_compiler._transformation_visitor) truncation_strategy_left (JoinPrivate attribute) truncation_strategy_right (JoinPrivate attribute) TruncationStrategy (class in tmlt.analytics.truncation_strategy) TruncationStrategy.DropExcess (class in tmlt.analytics.truncation_strategy) TruncationStrategy.DropNonUnique (class in tmlt.analytics.truncation_strategy) TruncationStrategy.Type (class in tmlt.analytics.truncation_strategy) TYPE_COERCION_MAP (in module tmlt.analytics._coerce_spark_schema) (in module tmlt.analytics.session) V validate_input() (AddRemoveRows method) (AddRemoveRowsAcrossGroups method) (Conjunction method) (NeighboringRelation method) validate_transformation() (TransformationVisitor method) value() (AverageMechanism method) (ColumnType method), [1] (CountDistinctMechanism method) (CountMechanism method) (StdevMechanism method) (SumMechanism method) (VarianceMechanism method) values() (Schema method) VARCHAR (AnalyticsDefault attribute) (ColumnType attribute), [1] variance() (GroupedQueryBuilder method) (QueryBuilder method) VarianceMechanism (class in tmlt.analytics.query_expr) visit_add_remove_rows() (NeighboringRelationCoreVisitor method) (NeighboringRelationVisitor method) visit_add_remove_rows_across_groups() (NeighboringRelationCoreVisitor method) (NeighboringRelationVisitor method) visit_conjunction() (NeighboringRelationCoreVisitor method) (NeighboringRelationVisitor method) visit_drop_infinity() (MeasurementVisitor method) (OutputSchemaVisitor method) (QueryExprVisitor method) (TransformationVisitor method) visit_drop_null_and_nan() (MeasurementVisitor method) (OutputSchemaVisitor method) (QueryExprVisitor method) (TransformationVisitor method) visit_filter() (MeasurementVisitor method) (OutputSchemaVisitor method) (QueryExprVisitor method) (TransformationVisitor method) visit_flat_map() (MeasurementVisitor method) (OutputSchemaVisitor method) (QueryExprVisitor method) (TransformationVisitor method) visit_groupby_bounded_average() (MeasurementVisitor method) (OutputSchemaVisitor method) (QueryExprVisitor method) (TransformationVisitor method) visit_groupby_bounded_stdev() (MeasurementVisitor method) (OutputSchemaVisitor method) (QueryExprVisitor method) (TransformationVisitor method) visit_groupby_bounded_sum() (MeasurementVisitor method) (OutputSchemaVisitor method) (QueryExprVisitor method) (TransformationVisitor method) visit_groupby_bounded_variance() (MeasurementVisitor method) (OutputSchemaVisitor method) (QueryExprVisitor method) (TransformationVisitor method) visit_groupby_count() (MeasurementVisitor method) (OutputSchemaVisitor method) (QueryExprVisitor method) (TransformationVisitor method) visit_groupby_count_distinct() (MeasurementVisitor method) (OutputSchemaVisitor method) (QueryExprVisitor method) (TransformationVisitor method) visit_groupby_quantile() (MeasurementVisitor method) (OutputSchemaVisitor method) (QueryExprVisitor method) (TransformationVisitor method) visit_join_private() (MeasurementVisitor method) (OutputSchemaVisitor method) (QueryExprVisitor method) (TransformationVisitor method) visit_join_public() (MeasurementVisitor method) (OutputSchemaVisitor method) (QueryExprVisitor method) (TransformationVisitor method) visit_map() (MeasurementVisitor method) (OutputSchemaVisitor method) (QueryExprVisitor method) (TransformationVisitor method) visit_private_source() (MeasurementVisitor method) (OutputSchemaVisitor method) (QueryExprVisitor method) (TransformationVisitor method) visit_rename() (MeasurementVisitor method) (OutputSchemaVisitor method) (QueryExprVisitor method) (TransformationVisitor method) visit_replace_infinity() (MeasurementVisitor method) (OutputSchemaVisitor method) (QueryExprVisitor method) (TransformationVisitor method) visit_replace_null_and_nan() (MeasurementVisitor method) (OutputSchemaVisitor method) (QueryExprVisitor method) (TransformationVisitor method) visit_select() (MeasurementVisitor method) (OutputSchemaVisitor method) (QueryExprVisitor method) (TransformationVisitor method) W with_privacy_budget() (Session.Builder method) with_private_dataframe() (Session.Builder method) with_public_dataframe() (Session.Builder method)