Index

A

apply_noise_filter_1() (in module kmds.pipelines.retail_processing) apply_noise_filter_2() (in module kmds.pipelines.retail_processing)

apply_noise_filter_3() (in module kmds.pipelines.retail_processing) apply_noise_filter_4() (in module kmds.pipelines.retail_processing)

C

check_valid_path() (in module kmds.utils.path_utils)

CloudDataReader (class in kmds.cloud_readers.cloud_data_reader)

D

DATA_QUALITY_OBSERVATION (kmds.tagging.tag_types.ExploratoryTags attribute) data_representation_observation_type (class in kmds.ontology.kmds_ontology) DATA_TRANSFORMATION_OBSERVATION (kmds.tagging.tag_types.DataRepresentationTags attribute) DataRepresentationObservation (class in kmds.ontology.kmds_ontology) DataRepresentationTags (class in kmds.tagging.tag_types) description (class in kmds.ontology.kmds_ontology) domain (kmds.ontology.kmds_ontology.data_representation_observation_type attribute) (kmds.ontology.kmds_ontology.description attribute) (kmds.ontology.kmds_ontology.experimental_observation_type attribute) (kmds.ontology.kmds_ontology.exploratory_observation_type attribute)

Domain (kmds.ontology.kmds_ontology.finding attribute) (kmds.ontology.kmds_ontology.finding_sequence attribute) domain (kmds.ontology.kmds_ontology.has_data_representation_observations attribute) (kmds.ontology.kmds_ontology.has_experimental_observations attribute) (kmds.ontology.kmds_ontology.has_exploratory_observations attribute) (kmds.ontology.kmds_ontology.has_model_selection_observations attribute) (kmds.ontology.kmds_ontology.has_modeling_choice_observations attribute) (kmds.ontology.kmds_ontology.intent attribute) (kmds.ontology.kmds_ontology.model_selection_observation_type attribute) (kmds.ontology.kmds_ontology.modelling_choice_observation_type attribute) (kmds.ontology.kmds_ontology.name attribute)

E

EXPERIMENTAL_CONJECTURE (kmds.tagging.tag_types.ExperimentationTags attribute) EXPERIMENTAL_OBSERVATION (kmds.tagging.tag_types.ExperimentationTags attribute) experimental_observation_type (class in kmds.ontology.kmds_ontology)

ExperimentationTags (class in kmds.tagging.tag_types) exploratory_observation_type (class in kmds.ontology.kmds_ontology) ExploratoryTags (class in kmds.tagging.tag_types)

F

FEATURE_ENGG_OBSERVATION (kmds.tagging.tag_types.DataRepresentationTags attribute) finding (class in kmds.ontology.kmds_ontology)

finding_sequence (class in kmds.ontology.kmds_ontology) format_records() (in module kmds.utils.load_utils)

G

get_config() (in module kmds.utils.config_reader) get_kb_dir() (in module kmds.utils.path_utils) get_kb_file_path() (in module kmds.utils.path_utils)

get_ontology_path() (in module kmds.utils.path_utils) get_package_kb_path() (in module kmds.utils.path_utils) get_workflow() (in module kmds.utils.load_utils) good_quantity_record_check() (in module kmds.pipelines.retail_processing)

H

has_data_representation_observations (class in kmds.ontology.kmds_ontology) has_experimental_observations (class in kmds.ontology.kmds_ontology) has_exploratory_observations (class in kmds.ontology.kmds_ontology)

has_model_selection_observations (class in kmds.ontology.kmds_ontology) has_modeling_choice_observations (class in kmds.ontology.kmds_ontology) HYPOTHESIS_STATEMENT (kmds.tagging.tag_types.ExperimentationTags attribute)

I

intent (class in kmds.ontology.kmds_ontology) is_a (kmds.ontology.kmds_ontology.data_representation_observation_type attribute) (kmds.ontology.kmds_ontology.DataRepresentationObservation attribute) (kmds.ontology.kmds_ontology.description attribute) (kmds.ontology.kmds_ontology.experimental_observation_type attribute) (kmds.ontology.kmds_ontology.exploratory_observation_type attribute) (kmds.ontology.kmds_ontology.finding attribute) (kmds.ontology.kmds_ontology.finding_sequence attribute) (kmds.ontology.kmds_ontology.has_data_representation_observations attribute) (kmds.ontology.kmds_ontology.has_experimental_observations attribute) (kmds.ontology.kmds_ontology.has_exploratory_observations attribute) (kmds.ontology.kmds_ontology.has_model_selection_observations attribute) (kmds.ontology.kmds_ontology.has_modeling_choice_observations attribute) (kmds.ontology.kmds_ontology.intent attribute) (kmds.ontology.kmds_ontology.KMObservation attribute) (kmds.ontology.kmds_ontology.model_selection_observation_type attribute) (kmds.ontology.kmds_ontology.modelling_choice_observation_type attribute) (kmds.ontology.kmds_ontology.name attribute) (kmds.ontology.kmds_ontology.Workflow attribute)

K

kmds module kmds.cloud_readers module kmds.cloud_readers.cloud_data_reader module kmds.cloud_readers.minioreader module kmds.ontology module kmds.ontology.kmds_ontology module kmds.pipelines module kmds.pipelines.retail_processing module

kmds.tagging module kmds.tagging.tag_types module kmds.utils module kmds.utils.config_reader module kmds.utils.load_utils module kmds.utils.path_utils module KMObservation (class in kmds.ontology.kmds_ontology) KNOWLEDGE_APPLICATION_WORKFLOW (kmds.ontology.kmds_ontology.PipelineType attribute) KNOWLEDGE_EXTRACTION_EXPERIMENT_WORKFLOW (kmds.ontology.kmds_ontology.PipelineType attribute)

L

load_data_file() (in module kmds.pipelines.retail_processing) load_data_rep_observations() (in module kmds.utils.load_utils) load_exp_observations() (in module kmds.utils.load_utils)

load_kb() (in module kmds.utils.load_utils) load_model_selection_observations() (in module kmds.utils.load_utils) load_modelling_choice_observations() (in module kmds.utils.load_utils) load_observations() (in module kmds.utils.load_utils)

M

MinioReader (class in kmds.cloud_readers.minioreader) MODEL_SELECTION_OBSERVATION (kmds.tagging.tag_types.ModelSelectionTags attribute) model_selection_observation_type (class in kmds.ontology.kmds_ontology) MODEL_SELECTION_RESULT_SUMMARY (kmds.tagging.tag_types.ModelSelectionTags attribute) MODEL_SELECTION_SETUP_DESCRIPTION (kmds.tagging.tag_types.ModelSelectionTags attribute) MODEL_SELECTION_STATEMENT (kmds.tagging.tag_types.ModelSelectionTags attribute) MODELLING_ASSUMPTION_OBSERVATION (kmds.tagging.tag_types.ModellingChoiceTags attribute) MODELLING_CHOICE_OBSERVATION (kmds.tagging.tag_types.ModellingChoiceTags attribute) modelling_choice_observation_type (class in kmds.ontology.kmds_ontology) ModellingChoiceTags (class in kmds.tagging.tag_types) ModelSelectionTags (class in kmds.tagging.tag_types) module kmds kmds.cloud_readers kmds.cloud_readers.cloud_data_reader kmds.cloud_readers.minioreader kmds.ontology kmds.ontology.kmds_ontology kmds.pipelines kmds.pipelines.retail_processing kmds.tagging kmds.tagging.tag_types kmds.utils kmds.utils.config_reader kmds.utils.load_utils kmds.utils.path_utils

N

name (class in kmds.ontology.kmds_ontology) namespace (kmds.ontology.kmds_ontology.data_representation_observation_type attribute) (kmds.ontology.kmds_ontology.DataRepresentationObservation attribute) (kmds.ontology.kmds_ontology.description attribute) (kmds.ontology.kmds_ontology.experimental_observation_type attribute) (kmds.ontology.kmds_ontology.exploratory_observation_type attribute) (kmds.ontology.kmds_ontology.finding attribute) (kmds.ontology.kmds_ontology.finding_sequence attribute) (kmds.ontology.kmds_ontology.has_data_representation_observations attribute) (kmds.ontology.kmds_ontology.has_experimental_observations attribute) (kmds.ontology.kmds_ontology.has_exploratory_observations attribute) (kmds.ontology.kmds_ontology.has_model_selection_observations attribute) (kmds.ontology.kmds_ontology.has_modeling_choice_observations attribute) (kmds.ontology.kmds_ontology.intent attribute) (kmds.ontology.kmds_ontology.KMObservation attribute) (kmds.ontology.kmds_ontology.model_selection_observation_type attribute) (kmds.ontology.kmds_ontology.modelling_choice_observation_type attribute) (kmds.ontology.kmds_ontology.name attribute) (kmds.ontology.kmds_ontology.Workflow attribute)

not_test_product() (in module kmds.pipelines.retail_processing)

P

PipelineType (class in kmds.ontology.kmds_ontology)

R

range (kmds.ontology.kmds_ontology.data_representation_observation_type attribute) (kmds.ontology.kmds_ontology.description attribute) (kmds.ontology.kmds_ontology.experimental_observation_type attribute) (kmds.ontology.kmds_ontology.exploratory_observation_type attribute) (kmds.ontology.kmds_ontology.finding attribute) (kmds.ontology.kmds_ontology.finding_sequence attribute) (kmds.ontology.kmds_ontology.has_data_representation_observations attribute) (kmds.ontology.kmds_ontology.has_experimental_observations attribute) (kmds.ontology.kmds_ontology.has_exploratory_observations attribute) (kmds.ontology.kmds_ontology.has_model_selection_observations attribute) (kmds.ontology.kmds_ontology.has_modeling_choice_observations attribute) (kmds.ontology.kmds_ontology.intent attribute) (kmds.ontology.kmds_ontology.model_selection_observation_type attribute) (kmds.ontology.kmds_ontology.modelling_choice_observation_type attribute) (kmds.ontology.kmds_ontology.name attribute)

read_data() (kmds.cloud_readers.minioreader.MinioReader method) RELEVANCE_OBSERVATION (kmds.tagging.tag_types.ExploratoryTags attribute) RESULT_SUMMARY (kmds.tagging.tag_types.ExperimentationTags attribute) retail_pipeline() (in module kmds.pipelines.retail_processing)

S

set_ontology() (in module kmds.ontology.kmds_ontology) storid (kmds.ontology.kmds_ontology.data_representation_observation_type attribute) (kmds.ontology.kmds_ontology.DataRepresentationObservation attribute) (kmds.ontology.kmds_ontology.description attribute) (kmds.ontology.kmds_ontology.experimental_observation_type attribute) (kmds.ontology.kmds_ontology.exploratory_observation_type attribute) (kmds.ontology.kmds_ontology.finding attribute) (kmds.ontology.kmds_ontology.finding_sequence attribute) (kmds.ontology.kmds_ontology.has_data_representation_observations attribute) (kmds.ontology.kmds_ontology.has_experimental_observations attribute) (kmds.ontology.kmds_ontology.has_exploratory_observations attribute) (kmds.ontology.kmds_ontology.has_model_selection_observations attribute) (kmds.ontology.kmds_ontology.has_modeling_choice_observations attribute) (kmds.ontology.kmds_ontology.intent attribute) (kmds.ontology.kmds_ontology.KMObservation attribute) (kmds.ontology.kmds_ontology.model_selection_observation_type attribute) (kmds.ontology.kmds_ontology.modelling_choice_observation_type attribute) (kmds.ontology.kmds_ontology.name attribute) (kmds.ontology.kmds_ontology.Workflow attribute)

T

transform_1() (in module kmds.pipelines.retail_processing)

transform_2() (in module kmds.pipelines.retail_processing)

W

Workflow (class in kmds.ontology.kmds_ontology)