Index

A

add_node() (af.model.hierarchies.BaseHierarchy.BaseHierarchy method) (af.model.hierarchies.Node.Node method) additional_anonymization_information() (af.model.algorithms.IncognitoK.IncognitoK method) af (module) af.af_cmd_class (module) af.controller (module) af.controller.anonymization (module) af.controller.anonymization.PreProcessingStage (module) af.controller.data (module) af.controller.data.CSVController (module) af.controller.data.DataController (module) af.controller.data.DataFactory (module) af.controller.data.SqliteController (module) af.controller.hierarchies (module) af.controller.hierarchies.BaseHierarchyController (module) af.exceptions (module) af.model (module) af.model.algorithms (module) af.model.algorithms.AfManager (module) af.model.algorithms.BaseAlgorithm (module) af.model.algorithms.BaseKAlgorithm (module) af.model.algorithms.Datafly (module) af.model.algorithms.GeneralizationLatticeGraph (module) af.model.algorithms.IncognitoK (module) af.model.algorithms.IncognitoL (module) af.model.Attribute (module) af.model.DataConfig (module) af.model.hierarchies (module) af.model.hierarchies.BaseHierarchy (module) af.model.hierarchies.Node (module)

af.model.reports (module) af.model.reports.TransformationMetrics (module) af.tests (module) af.tests.test_attribute (module) af.tests.test_base_hierarchy_controller (module) af.tests.test_csv_controller (module) af.tests.test_data_config (module) af.tests.test_data_factory (module) af.tests.test_hierarchies (module) af.tests.test_nodes (module) af.tests.test_sqlite_controller (module) af.tests.test_sqlite_controller_sickness_db (module) af.utils (module) af.utils.automatic_dimensions (module) af.utils.create_full_data_config (module) af.utils.create_sickness_db (module) af.utils.FileUtils (module) af.utils.tests (module) af.utils.tests.af_test (module) af.utils.tests.report_test (module) af_directory() (in module af) af_test() (in module af.utils.tests.af_test) af_user_directory() (in module af) AfManager (class in af.model.algorithms.AfManager) ALGORITHM_NAME (af.model.algorithms.BaseAlgorithm.BaseAlgorithm attribute) (af.model.algorithms.Datafly.Datafly attribute) (af.model.algorithms.IncognitoK.IncognitoK attribute) (af.model.algorithms.IncognitoL.IncognitoL attribute) amount_of_rows() (af.controller.data.CSVController.CSVController method) (af.controller.data.DataController.DataController method) (af.controller.data.SqliteController.SqliteController method) anonymize() (af.model.algorithms.BaseAlgorithm.BaseAlgorithm method) Attribute (class in af.model.Attribute) AutomaticDimension (class in af.utils.automatic_dimensions)

B

BaseAlgorithm (class in af.model.algorithms.BaseAlgorithm) BaseHierarchy (class in af.model.hierarchies.BaseHierarchy)

BaseHierarchyController (class in af.controller.hierarchies.BaseHierarchyController) BaseKAlgorithm (class in af.model.algorithms.BaseKAlgorithm)

C

checks_model_conditions() (af.model.algorithms.IncognitoK.IncognitoK method) (af.model.algorithms.IncognitoL.IncognitoL method) choose_generalization() (af.model.algorithms.IncognitoK.IncognitoK method) clean_previous_work() (af.controller.anonymization.PreProcessingStage.PreProcessingStage method) config_representation() (af.model.DataConfig.DataConfig method) CONTROLLER_EXTENSION (af.controller.data.CSVController.CSVController attribute) (af.controller.data.DataController.DataController attribute) (af.controller.data.SqliteController.SqliteController attribute) CONTROLLER_TYPE (af.controller.data.CSVController.CSVController attribute) (af.controller.data.DataController.DataController attribute) (af.controller.data.SqliteController.SqliteController attribute) convert_report_to_pdf() (in module af.model.reports) create_additional_information_table() (af.controller.anonymization.PreProcessingStage.PreProcessingStage method) create_basic_directories() (in module af) create_basic_report() (in module af.model.reports) create_bfs_structure() (af.model.algorithms.GeneralizationLatticeGraph.GeneralizationLatticeGraph method) create_check_k_condition_query() (af.model.algorithms.IncognitoK.IncognitoK method)

create_check_l_condition_query() (af.model.algorithms.IncognitoL.IncognitoL method) create_condition_queries() (af.model.algorithms.IncognitoK.IncognitoK method) (af.model.algorithms.IncognitoL.IncognitoL method) create_controller() (af.controller.data.DataFactory.DataFactory static method) create_db() (in module af.utils) (in module af.utils.create_sickness_db) create_db_and_data_config_associated() (in module af.utils.tests.af_test) create_db_copy() (af.controller.anonymization.PreProcessingStage.PreProcessingStage method) (af.controller.data.CSVController.CSVController static method) (af.controller.data.SqliteController.SqliteController static method) (af.tests.test_sqlite_controller_sickness_db.TestSqliteControllerSicknessDb method) create_dimensions() (af.utils.automatic_dimensions.AutomaticDimension method) create_sickness_db() (in module af.utils.tests.af_test) create_supression_node() (af.model.hierarchies.BaseHierarchy.BaseHierarchy method) create_table_hierarchies_star_schema() (af.model.algorithms.IncognitoK.IncognitoK method) create_walking_bfs_hierarchy_levels_tree() (af.model.algorithms.IncognitoK.IncognitoK method) CSVController (class in af.controller.data.CSVController)

D

DataConfig (class in af.model.DataConfig) DataController (class in af.controller.data.DataController) DataFactory (class in af.controller.data.DataFactory) Datafly (class in af.model.algorithms.Datafly)

DatePartialSupressionDDMMYYYY (class in af.utils.automatic_dimensions) DatePartialSupressionYYYYMMDD (class in af.utils.automatic_dimensions) db_available_tables() (af.controller.data.CSVController.CSVController method) (af.controller.data.DataController.DataController method) (af.controller.data.SqliteController.SqliteController method) dump_anonymized_data() (af.model.algorithms.IncognitoK.IncognitoK method)

E

execute_many() (af.controller.data.SqliteController.SqliteController method)

execute_query() (af.controller.data.SqliteController.SqliteController method)

F

FileUtils (class in af.utils.FileUtils) finalize_options() (af.af_cmd_class.Tox method)

find_node() (af.model.hierarchies.BaseHierarchy.BaseHierarchy method)

G

GeneralizationLatticeGraph (class in af.model.algorithms.GeneralizationLatticeGraph) get_additional_information() (af.model.reports.TransformationMetrics.TransformationMetrics method) get_algorithm_instance() (af.model.algorithms.AfManager.AfManager method) get_algorithms() (af.model.algorithms.AfManager.AfManager method) get_algoritm_parameters() (af.model.algorithms.AfManager.AfManager method) get_all_algorithms() (af.model.algorithms.AfManager.AfManager method) get_all_nodes_complete_transformation() (af.model.hierarchies.BaseHierarchy.BaseHierarchy method) get_all_subclasses() (af.model.algorithms.AfManager.AfManager method) get_anonymization_db_location() (in module af.utils) get_anonymized_sample() (in module af.model.reports) get_available_controllers() (af.controller.data.DataFactory.DataFactory static method) get_controller_file_extension() (af.controller.data.DataFactory.DataFactory static method) get_controller_from_extension() (af.controller.data.DataFactory.DataFactory static method) get_count_of_distinct_qi_values() (af.controller.data.SqliteController.SqliteController method) get_count_of_qi_value() (af.controller.data.SqliteController.SqliteController method) get_directory_and_db_name() (in module af.utils.create_sickness_db) get_distinct_qi_values() (af.controller.data.SqliteController.SqliteController method) get_file_directory() (af.utils.FileUtils.FileUtils static method) get_file_name() (af.utils.FileUtils.FileUtils static method) get_frequency_of_eq_classes() (af.controller.data.SqliteController.SqliteController method) get_frequency_of_qi_attributes() (af.controller.data.DataController.DataController method) (af.controller.data.SqliteController.SqliteController method) get_generalization_level_representation() (af.model.hierarchies.BaseHierarchy.BaseHierarchy method) get_groups_examples() (af.controller.data.SqliteController.SqliteController method) get_hierarchy_depth() (af.model.hierarchies.BaseHierarchy.BaseHierarchy method)

get_hierarchy_representation() (af.controller.hierarchies.BaseHierarchyController.BaseHierarchyController method) (af.model.Attribute.Attribute method) get_json_representation() (in module af.utils) get_leaf_node() (af.model.hierarchies.BaseHierarchy.BaseHierarchy method) get_list_of_deletable_attributes_for_pdf() (in module af.model.reports) get_lvl_subnodes() (af.model.algorithms.GeneralizationLatticeGraph.GeneralizationLatticeGraph method) get_marked_nodes() (af.model.algorithms.GeneralizationLatticeGraph.GeneralizationLatticeGraph method) get_node_depth() (af.model.hierarchies.BaseHierarchy.BaseHierarchy method) get_normal_type_attributes_list() (af.model.DataConfig.DataConfig method) get_parent() (af.utils.automatic_dimensions.DatePartialSupressionDDMMYYYY method) (af.utils.automatic_dimensions.DatePartialSupressionYYYYMMDD method) (af.utils.automatic_dimensions.IntPartialSupressionLeftToRight method) (af.utils.automatic_dimensions.IntPartialSupressionRightToLeft method) (af.utils.automatic_dimensions.IntRange method) get_privacy_type_attributes_list() (af.model.DataConfig.DataConfig method) get_random_birth() (af.utils.create_sickness_db.RandomRecord static method) get_random_city() (af.utils.create_sickness_db.RandomRecord static method) get_random_gender() (af.utils.create_sickness_db.RandomRecord static method) get_random_problem() (af.utils.create_sickness_db.RandomRecord static method) get_random_profession() (af.utils.create_sickness_db.RandomRecord static method) get_random_race() (af.utils.create_sickness_db.RandomRecord static method) get_random_record() (af.utils.create_sickness_db.RandomRecord static method) get_report_location_output() (in module af.model.reports) get_representation() (af.model.Attribute.Attribute method) get_table_columns_type() (af.controller.data.CSVController.CSVController method) (af.controller.data.DataController.DataController method) (af.controller.data.SqliteController.SqliteController method) get_table_data() (af.controller.data.CSVController.CSVController method) (af.controller.data.DataController.DataController method) (af.controller.data.SqliteController.SqliteController method) get_templates_location() (in module af.model.reports) get_upper_level_nodes() (af.model.algorithms.GeneralizationLatticeGraph.GeneralizationLatticeGraph method) GLGNode (class in af.model.algorithms.GeneralizationLatticeGraph)

H

hierarchy_representation() (af.model.hierarchies.BaseHierarchy.BaseHierarchy method)

I

ImportException IncognitoK (class in af.model.algorithms.IncognitoK) IncognitoL (class in af.model.algorithms.IncognitoL) InfoException insert_additional_information() (af.model.algorithms.BaseAlgorithm.BaseAlgorithm method) insert_values_on_dimension_tables() (af.model.algorithms.IncognitoK.IncognitoK method)

IntPartialSupressionLeftToRight (class in af.utils.automatic_dimensions) IntPartialSupressionRightToLeft (class in af.utils.automatic_dimensions) IntRange (class in af.utils.automatic_dimensions) is_leaf() (af.model.hierarchies.Node.Node method) is_qi_attribute() (af.model.Attribute.Attribute method) is_root() (af.model.hierarchies.Node.Node method)

J

JSON_KEY (af.model.DataConfig.DataConfig attribute)

json_loads_byteified() (in module af.utils)

L

load_config() (af.model.Attribute.Attribute method) (af.model.DataConfig.DataConfig method) load_hierarchy() (af.controller.hierarchies.BaseHierarchyController.BaseHierarchyController method) load_json() (in module af.utils) load_json_file() (in module af.utils)

load_modules() (af.controller.data.DataFactory.DataFactory static method) (af.model.algorithms.AfManager.AfManager static method) load_sensitive_attribute() (af.model.algorithms.IncognitoL.IncognitoL method) look_for_all_ocurrences() (in module af.utils.tests.af_test)

M

main() (in module af) maintain_leaf_nodes() (af.model.hierarchies.BaseHierarchy.BaseHierarchy method)

mapping_types() (in module af.utils) mark_valid_subnode() (af.model.algorithms.GeneralizationLatticeGraph.GeneralizationLatticeGraph method)

N

Node (class in af.model.hierarchies.Node) normal_filter() (af.model.algorithms.IncognitoK.IncognitoK method)

number_of_qi_eq_classes_generated() (af.model.reports.TransformationMetrics.TransformationMetrics method)

O

obtain_qi_most_frequently() (af.model.algorithms.BaseAlgorithm.BaseAlgorithm method) obtain_quasi_identifier_frequencies() (af.model.algorithms.BaseAlgorithm.BaseAlgorithm method)

on_post_process() (af.model.algorithms.BaseAlgorithm.BaseAlgorithm method) (af.model.algorithms.Datafly.Datafly method) (af.model.algorithms.IncognitoK.IncognitoK method) (af.model.algorithms.IncognitoL.IncognitoL method) on_pre_process() (af.model.algorithms.BaseAlgorithm.BaseAlgorithm method)

P

populate_nodes() (af.model.hierarchies.BaseHierarchy.BaseHierarchy method) preprocess() (af.controller.anonymization.PreProcessingStage.PreProcessingStage method) PreProcessingStage (class in af.controller.anonymization.PreProcessingStage)

print_hierarchy() (af.model.hierarchies.BaseHierarchy.BaseHierarchy method) PRIVACY_MODEL (af.model.algorithms.BaseAlgorithm.BaseAlgorithm attribute) (af.model.algorithms.Datafly.Datafly attribute) (af.model.algorithms.IncognitoK.IncognitoK attribute) (af.model.algorithms.IncognitoL.IncognitoL attribute) process() (af.model.algorithms.BaseAlgorithm.BaseAlgorithm method) (af.model.algorithms.Datafly.Datafly method) (af.model.algorithms.IncognitoK.IncognitoK method)

Q

qi_eq_classes_differences() (af.model.reports.TransformationMetrics.TransformationMetrics method)

qi_eq_classes_generated() (af.model.reports.TransformationMetrics.TransformationMetrics method)

R

RandomRecord (class in af.utils.create_sickness_db) remove_identifiable_attributes() (af.controller.anonymization.PreProcessingStage.PreProcessingStage method) remove_node() (af.model.hierarchies.Node.Node method) remove_row() (af.controller.data.SqliteController.SqliteController method) remove_rows() (af.controller.data.SqliteController.SqliteController method) (af.model.algorithms.BaseAlgorithm.BaseAlgorithm method) removed_outlier_rows() (af.model.reports.TransformationMetrics.TransformationMetrics method)

rename_table() (af.controller.data.SqliteController.SqliteController method) report() (in module af) report_test() (in module af.utils.tests.report_test) retrieve_possible_generalizations() (af.model.algorithms.IncognitoK.IncognitoK method) run_tests() (af.af_cmd_class.Tox method)

S

save_anonymization_info_on_data_config() (af.model.algorithms.BaseAlgorithm.BaseAlgorithm method) set_hierarchy() (af.model.Attribute.Attribute method) set_indexes_over_qi() (af.controller.anonymization.PreProcessingStage.PreProcessingStage method) setUp() (af.tests.test_attribute.TestAttribute method) (af.tests.test_base_hierarchy_controller.TestBaseHierarchyController method) (af.tests.test_csv_controller.TestCSVController method) (af.tests.test_hierarchies.TestHierarchies method) (af.tests.test_sqlite_controller.TestSqliteController method) (af.tests.test_sqlite_controller_sickness_db.TestSqliteControllerSicknessDb method)

SqliteController (class in af.controller.data.SqliteController) subnode_checks_k_condition() (af.model.algorithms.IncognitoK.IncognitoK method) subnode_checks_l_condition() (af.model.algorithms.IncognitoL.IncognitoL method) supression_node() (af.model.hierarchies.BaseHierarchy.BaseHierarchy static method)

T

table_columns_info() (af.controller.data.CSVController.CSVController method) (af.controller.data.DataController.DataController method) (af.controller.data.SqliteController.SqliteController method) tearDown() (af.tests.test_sqlite_controller_sickness_db.TestSqliteControllerSicknessDb method) test_adding_nodes_ok() (af.tests.test_hierarchies.TestHierarchies method) test_all_available_controllers_are_gathered_ok() (af.tests.test_data_factory.TestDataFactory method) test_amount_of_rows_ok() (af.tests.test_csv_controller.TestCSVController method) (af.tests.test_sqlite_controller.TestSqliteController method) test_attribute_creation_ok() (af.tests.test_attribute.TestAttribute method) test_available_tables_ok() (af.tests.test_sqlite_controller.TestSqliteController method) test_cannot_transform_inexistent_value_on_generalization_hierarchy() (af.tests.test_hierarchies.TestHierarchies method) test_config_representation() (af.tests.test_data_config.TestDataConfig method) test_correct_hierarchy_association() (af.tests.test_base_hierarchy_controller.TestBaseHierarchyController method) test_create_controller_ok() (af.tests.test_data_factory.TestDataFactory method) test_create_invalid_controller_fails() (af.tests.test_data_factory.TestDataFactory method) test_data_config_creation_ok() (af.tests.test_data_config.TestDataConfig method) test_fail_get_controller_from_extension() (af.tests.test_data_factory.TestDataFactory method) test_fail_getting_inexistent_controller_extension() (af.tests.test_data_factory.TestDataFactory method) test_finding_nodes_ok() (af.tests.test_hierarchies.TestHierarchies method) test_get_controller_file_extension_ok() (af.tests.test_data_factory.TestDataFactory method) test_get_controller_from_extension_ok() (af.tests.test_data_factory.TestDataFactory method) test_get_count_of_distinct_qi_values_ok() (af.tests.test_sqlite_controller_sickness_db.TestSqliteControllerSicknessDb method) test_get_frequency_of_qi_attributes_ok() (af.tests.test_sqlite_controller_sickness_db.TestSqliteControllerSicknessDb method) test_get_generalization_level_ok() (af.tests.test_hierarchies.TestHierarchies method) test_get_hierarchy_representation() (af.tests.test_attribute.TestAttribute method) test_get_json_representation_generalization_hierarchy() (af.tests.test_base_hierarchy_controller.TestBaseHierarchyController method) test_get_json_representation_no_hierarchy() (af.tests.test_base_hierarchy_controller.TestBaseHierarchyController method) test_get_json_representation_supression_hierarchy() (af.tests.test_base_hierarchy_controller.TestBaseHierarchyController method) test_get_leaf_node_ok() (af.tests.test_hierarchies.TestHierarchies method) test_get_table_column_type_ok() (af.tests.test_csv_controller.TestCSVController method) (af.tests.test_sqlite_controller.TestSqliteController method) test_get_table_data_ok() (af.tests.test_csv_controller.TestCSVController method) (af.tests.test_sqlite_controller.TestSqliteController method) test_hierarchy_depth_failed() (af.tests.test_hierarchies.TestHierarchies method) test_hierarchy_depth_ok_leaf_nodes() (af.tests.test_hierarchies.TestHierarchies method) test_hierarchy_depth_ok_only_root() (af.tests.test_hierarchies.TestHierarchies method) test_hierarchy_representation_ok() (af.tests.test_hierarchies.TestHierarchies method) test_hierarchy_should_have_supression_node_by_default() (af.tests.test_hierarchies.TestHierarchies method) test_load_attribute() (af.tests.test_attribute.TestAttribute method) test_load_config() (af.tests.test_data_config.TestDataConfig method) test_load_generalization_hierarchy_fails() (af.tests.test_base_hierarchy_controller.TestBaseHierarchyController method)

test_load_generalization_hierarchy_ok() (af.tests.test_base_hierarchy_controller.TestBaseHierarchyController method) test_load_supression_hierarchy_ok() (af.tests.test_base_hierarchy_controller.TestBaseHierarchyController method) test_maintain_leaf_nodes_ok() (af.tests.test_hierarchies.TestHierarchies method) test_maintain_leaf_nodes_raise_exception_unknown_action() (af.tests.test_hierarchies.TestHierarchies method) test_node_creation_ok() (af.tests.test_nodes.TestNodes method) test_populate_nodes_ok() (af.tests.test_hierarchies.TestHierarchies method) test_remove_node_ok() (af.tests.test_nodes.TestNodes method) test_remove_row_invalid_length_of_values() (af.tests.test_sqlite_controller_sickness_db.TestSqliteControllerSicknessDb method) test_remove_row_ok() (af.tests.test_sqlite_controller_sickness_db.TestSqliteControllerSicknessDb method) test_replace_qi_value_ok() (af.tests.test_sqlite_controller_sickness_db.TestSqliteControllerSicknessDb method) test_representation() (af.tests.test_attribute.TestAttribute method) (af.tests.test_nodes.TestNodes method) test_retrieve_qi_or_identifiable_attributes_ok() (af.tests.test_data_config.TestDataConfig method) test_set_hierarchy_ok() (af.tests.test_attribute.TestAttribute method) test_supression_node_ok() (af.tests.test_hierarchies.TestHierarchies method) test_table_columns_info_ok() (af.tests.test_csv_controller.TestCSVController method) (af.tests.test_sqlite_controller.TestSqliteController method) test_transform_generalization_ok() (af.tests.test_hierarchies.TestHierarchies method) test_transform_leaf_nodes_ok() (af.tests.test_hierarchies.TestHierarchies method) test_transform_ok() (af.tests.test_attribute.TestAttribute method) test_transform_supression_ok() (af.tests.test_hierarchies.TestHierarchies method) test_trasnform_raises_exception() (af.tests.test_attribute.TestAttribute method) test_validate_config_to_load() (af.tests.test_data_config.TestDataConfig method) TestAttribute (class in af.tests.test_attribute) TestBaseHierarchyController (class in af.tests.test_base_hierarchy_controller) TestCSVController (class in af.tests.test_csv_controller) TestDataConfig (class in af.tests.test_data_config) TestDataFactory (class in af.tests.test_data_factory) TestHierarchies (class in af.tests.test_hierarchies) TestNodes (class in af.tests.test_nodes) TestSqliteController (class in af.tests.test_sqlite_controller) TestSqliteControllerSicknessDb (class in af.tests.test_sqlite_controller_sickness_db) timeit_decorator() (in module af.utils) Tox (class in af.af_cmd_class) transform() (af.model.Attribute.Attribute method) (af.model.hierarchies.BaseHierarchy.BaseHierarchy method) transform_leaf_nodes() (af.model.Attribute.Attribute method) (af.model.hierarchies.BaseHierarchy.BaseHierarchy method) TransformationMetrics (class in af.model.reports.TransformationMetrics)

U

update_qi_value() (af.controller.data.SqliteController.SqliteController method) update_qi_values() (af.controller.data.SqliteController.SqliteController method) (af.model.algorithms.BaseAlgorithm.BaseAlgorithm method)

update_qi_values_in_range() (af.controller.data.SqliteController.SqliteController method)

V

validate_anonymize_conditions() (af.model.algorithms.BaseAlgorithm.BaseAlgorithm method) (af.model.algorithms.BaseKAlgorithm.BaseKAlgorithm method) validate_arguments() (af.model.algorithms.BaseAlgorithm.BaseAlgorithm method) (af.model.algorithms.BaseKAlgorithm.BaseKAlgorithm method) (af.model.algorithms.IncognitoL.IncognitoL method) validate_config_to_load() (af.model.DataConfig.DataConfig method)

validate_for_anonymization() (af.model.DataConfig.DataConfig method) validate_hierarchy_depth() (af.model.hierarchies.BaseHierarchy.BaseHierarchy method) validate_param_lengths() (af.controller.data.SqliteController.SqliteController static method)

W

weighted_filter() (af.model.algorithms.IncognitoK.IncognitoK method)