Index

_

_api_client (trailpack.pyst.api.client.PystSuggestClient attribute) _choose_engine() (smart_reader.SmartDataReader method) _config (in module trailpack.pyst.api.config) _ConfigProxy (class in trailpack.pyst.api.config) _create_field_definitions() (trailpack.packing.datapackage_schema.DataPackageSchema method) _current_dir (in module trailpack.ui.streamlit_app) _determine_level() (trailpack.validation.standard_validator.StandardValidator method) _ensure_client_valid() (trailpack.pyst.api.client.PystSuggestClient method) _find_label_for_id() (trailpack.packing.export_service.DataPackageExporter method) _format_validation_errors() (trailpack.packing.export_service.DataPackageExporter method) _infer_field_type() (trailpack.packing.export_service.DataPackageExporter method) _initialize_client() (trailpack.pyst.api.client.PystSuggestClient method) _instance (trailpack.pyst.api.client.PystSuggestClient attribute)

_load_standard() (trailpack.validation.standard_validator.StandardValidator method) _load_structure() (trailpack.excel.reader.ExcelReader method) _read_pandas() (smart_reader.SmartDataReader method) _read_pandas_chunked() (smart_reader.SmartDataReader method) _read_polars() (smart_reader.SmartDataReader method) _read_polars_lazy() (smart_reader.SmartDataReader method) _read_pyarrow() (smart_reader.SmartDataReader method) _repo_root (in module trailpack.ui.streamlit_app) _sanitize_resource_name() (trailpack.packing.export_service.DataPackageExporter method) _sheet_columns (trailpack.excel.reader.ExcelReader attribute) _validate_data_against_schema() (trailpack.validation.standard_validator.StandardValidator method) _validate_dataframe_for_parquet() (trailpack.packing.export_service.DataPackageExporter method) _validate_field_value() (trailpack.validation.standard_validator.StandardValidator method)

A

add_contributor() (trailpack.packing.datapackage_schema.MetaDataBuilder method) add_error() (trailpack.validation.standard_validator.ValidationResult method) add_inconsistency() (trailpack.validation.standard_validator.ValidationResult method) add_info() (trailpack.validation.standard_validator.ValidationResult method) add_license() (trailpack.packing.datapackage_schema.MetaDataBuilder method) add_resource() (trailpack.packing.datapackage_schema.MetaDataBuilder method)

add_source() (trailpack.packing.datapackage_schema.MetaDataBuilder method) add_warning() (trailpack.validation.standard_validator.ValidationResult method) app (in module trailpack.cli) app_path (in module trailpack.ui.run_streamlit) auth_token (trailpack.pyst.api.config.PystConfig attribute) AUTHOR (trailpack.packing.datapackage_schema.ContributorRole attribute)

B

BOOLEAN (trailpack.packing.datapackage_schema.FieldType attribute) build() (trailpack.packing.datapackage_schema.MetaDataBuilder method) build_fields() (trailpack.packing.export_service.DataPackageExporter method)

build_mapping_config() (in module trailpack.config.config_builder) build_metadata() (trailpack.packing.export_service.DataPackageExporter method) build_metadata_config() (in module trailpack.config.config_builder) build_resource() (trailpack.packing.export_service.DataPackageExporter method)

C

change_file (in module trailpack.ui.streamlit_app) check() (in module trailpack.cli) clear_column_cache_entries() (in module trailpack.ui.streamlit_app) close() (trailpack.pyst.api.client.PystSuggestClient method) column_descriptions (trailpack.packing.export_service.DataPackageExporter attribute) column_mappings (trailpack.packing.export_service.DataPackageExporter attribute) columns() (trailpack.excel.reader.ExcelReader method) COMMON_LICENSES (in module trailpack.packing.datapackage_schema)

config (in module trailpack.pyst.api.config) ConfigLoadError console (in module trailpack.cli) constraints (trailpack.packing.datapackage_schema.Field attribute) Contributor (class in trailpack.packing.datapackage_schema) CONTRIBUTOR (trailpack.packing.datapackage_schema.ContributorRole attribute) ContributorRole (class in trailpack.packing.datapackage_schema) contributors (trailpack.packing.datapackage_schema.MetaDataBuilder attribute)

D

data (trailpack.packing.packing.Packing attribute) DataPackageExporter (class in trailpack.packing.export_service) DataPackageSchema (class in trailpack.packing.datapackage_schema) DATE (trailpack.packing.datapackage_schema.FieldType attribute) DATETIME (trailpack.packing.datapackage_schema.FieldType attribute)

description (trailpack.packing.datapackage_schema.Field attribute) (trailpack.packing.datapackage_schema.Resource attribute) (trailpack.packing.datapackage_schema.Source attribute) df (trailpack.packing.export_service.DataPackageExporter attribute) DURATION (trailpack.packing.datapackage_schema.FieldType attribute)

E

email (trailpack.packing.datapackage_schema.Contributor attribute) encoding (trailpack.packing.datapackage_schema.Resource attribute) engine (smart_reader.SmartDataReader attribute) enum (trailpack.packing.datapackage_schema.FieldConstraints attribute) env_path (in module trailpack.pyst.api.config) (in module trailpack.ui.streamlit_app) errors (trailpack.validation.standard_validator.ValidationResult attribute), [1] estimate_memory() (smart_reader.SmartDataReader method)

ExcelReader (class in trailpack.excel.reader) export() (trailpack.packing.export_service.DataPackageExporter method) export_inconsistencies_to_csv() (trailpack.validation.standard_validator.ValidationResult method) export_mapping_json() (in module trailpack.config.config_builder) export_metadata_json() (in module trailpack.config.config_builder) extract_column_mappings() (in module trailpack.config.config_loader) extract_file_info() (in module trailpack.config.config_loader) extract_first_word() (in module trailpack.ui.streamlit_app) extract_general_details() (in module trailpack.config.config_loader)

F

fetch_concept_async() (in module trailpack.ui.streamlit_app) fetch_concept_sync() (in module trailpack.ui.streamlit_app) fetch_suggestions_async() (in module trailpack.ui.streamlit_app) fetch_suggestions_sync() (in module trailpack.ui.streamlit_app) Field (class in trailpack.packing.datapackage_schema) field_definitions (trailpack.packing.datapackage_schema.DataPackageSchema attribute) FIELD_TEMPLATES (in module trailpack.packing.datapackage_schema) FieldConstraints (class in trailpack.packing.datapackage_schema)

fields (trailpack.packing.datapackage_schema.Resource attribute) FieldType (class in trailpack.packing.datapackage_schema) file_name (trailpack.packing.export_service.DataPackageExporter attribute) file_path (smart_reader.SmartDataReader attribute) (trailpack.excel.reader.ExcelReader attribute) file_size (smart_reader.SmartDataReader attribute) format (trailpack.packing.datapackage_schema.Resource attribute) from_env() (trailpack.pyst.api.config.PystConfig class method)

G

general_details (trailpack.packing.export_service.DataPackageExporter attribute) generate_config_filename() (in module trailpack.config.config_builder) generate_validation_report() (trailpack.packing.export_service.DataPackageExporter method) generate_view_object() (in module trailpack.ui.streamlit_app) get_all_fields() (trailpack.packing.datapackage_schema.DataPackageSchema method) get_concept() (trailpack.pyst.api.client.PystSuggestClient method) get_config() (in module trailpack.pyst.api.config) get_current_state() (trailpack.packing.datapackage_schema.MetaDataBuilder method) get_field_definition() (trailpack.packing.datapackage_schema.DataPackageSchema method)

get_help_url() (trailpack.validation.standard_validator.StandardValidator method) get_instance() (trailpack.pyst.api.client.PystSuggestClient class method) get_recommended_fields() (trailpack.packing.datapackage_schema.DataPackageSchema method) get_required_fields() (trailpack.packing.datapackage_schema.DataPackageSchema method) get_standard_path() (in module trailpack.validation) get_structure() (trailpack.excel.reader.ExcelReader method) get_suggest_client() (in module trailpack.pyst.api.client) get_summary() (trailpack.validation.standard_validator.ValidationResult method) get_ui_fields() (trailpack.packing.datapackage_schema.MetaDataBuilder method)

H

has_warnings (trailpack.validation.standard_validator.ValidationResult property)

header_row (trailpack.excel.reader.ExcelReader attribute) host (trailpack.pyst.api.config.PystConfig attribute)

I

ICON_PATH (in module trailpack.ui.streamlit_app) inconsistencies (trailpack.validation.standard_validator.ValidationResult attribute), [1] info (trailpack.validation.standard_validator.ValidationResult attribute), [1]

init() (in module trailpack.cli) INTEGER (trailpack.packing.datapackage_schema.FieldType attribute) iri_to_web_url() (in module trailpack.ui.streamlit_app) is_valid (trailpack.validation.standard_validator.ValidationResult property)

L

language (trailpack.pyst.api.requests.suggest.SuggestRequest attribute) LARGE_FILE (smart_reader.SmartDataReader attribute) level (trailpack.validation.standard_validator.ValidationResult attribute), [1] License (class in trailpack.packing.datapackage_schema) licenses (trailpack.packing.datapackage_schema.MetaDataBuilder attribute) list_available_standards() (in module trailpack.validation)

load_configs() (in module trailpack.config.config_loader) load_excel_data() (in module trailpack.ui.streamlit_app) load_mapping_config() (in module trailpack.config.config_loader) load_metadata_config() (in module trailpack.config.config_loader) LOGO_BASE64 (in module trailpack.ui.streamlit_app) long_name (trailpack.packing.datapackage_schema.Unit attribute)

M

main() (in module trailpack.cli) (in module trailpack.main) MAINTAINER (trailpack.packing.datapackage_schema.ContributorRole attribute) maximum (trailpack.packing.datapackage_schema.FieldConstraints attribute) mediatype (trailpack.packing.datapackage_schema.Resource attribute) meta_data (trailpack.packing.packing.Packing attribute), [1] metadata (trailpack.packing.datapackage_schema.MetaDataBuilder attribute) MetaDataBuilder (class in trailpack.packing.datapackage_schema) minimum (trailpack.packing.datapackage_schema.FieldConstraints attribute) model_config (trailpack.pyst.api.requests.suggest.SuggestRequest attribute) module smart_reader trailpack trailpack.cli trailpack.config trailpack.config.config_builder trailpack.config.config_loader trailpack.excel trailpack.excel.reader trailpack.main trailpack.packing trailpack.packing.datapackage_schema trailpack.packing.export_service trailpack.packing.packing trailpack.pyst trailpack.pyst.api trailpack.pyst.api.client trailpack.pyst.api.config trailpack.pyst.api.requests trailpack.pyst.api.requests.suggest trailpack.ui trailpack.ui.run_streamlit trailpack.ui.streamlit_app trailpack.validation trailpack.validation.standard_validator

N

name (trailpack.packing.datapackage_schema.Contributor attribute) (trailpack.packing.datapackage_schema.Field attribute) (trailpack.packing.datapackage_schema.License attribute) (trailpack.packing.datapackage_schema.Resource attribute) (trailpack.packing.datapackage_schema.Unit attribute)

navigate_to() (in module trailpack.ui.streamlit_app) NUMBER (trailpack.packing.datapackage_schema.FieldType attribute)

O

on_sheet_change() (in module trailpack.ui.streamlit_app)

OPTIONAL_FIELDS (trailpack.packing.datapackage_schema.DataPackageSchema attribute) organization (trailpack.packing.datapackage_schema.Contributor attribute)

P

Packing (class in trailpack.packing.packing) PAGE_ICON (in module trailpack.ui.streamlit_app) path (trailpack.packing.datapackage_schema.License attribute) (trailpack.packing.datapackage_schema.Resource attribute) (trailpack.packing.datapackage_schema.Source attribute) (trailpack.packing.datapackage_schema.Unit attribute)

pattern (trailpack.packing.datapackage_schema.FieldConstraints attribute) primary_key (trailpack.packing.datapackage_schema.Resource attribute) process() (in module trailpack.cli) profile (trailpack.packing.datapackage_schema.Resource attribute) PUBLISHER (trailpack.packing.datapackage_schema.ContributorRole attribute) PystConfig (class in trailpack.pyst.api.config) PystSuggestClient (class in trailpack.pyst.api.client)

Q

query (trailpack.pyst.api.requests.suggest.SuggestRequest attribute)

R

rdf_type (trailpack.packing.datapackage_schema.Field attribute) read() (smart_reader.SmartDataReader method) read_parquet() (in module trailpack.packing.packing) (trailpack.packing.packing.Packing method), [1] RECOMMENDED_FIELDS (trailpack.packing.datapackage_schema.DataPackageSchema attribute) reload() (trailpack.excel.reader.ExcelReader method)

render_sidebar_header() (in module trailpack.ui.streamlit_app) required (trailpack.packing.datapackage_schema.FieldConstraints attribute) REQUIRED_FIELDS (trailpack.packing.datapackage_schema.DataPackageSchema attribute) Resource (class in trailpack.packing.datapackage_schema) resources (trailpack.packing.datapackage_schema.MetaDataBuilder attribute) role (trailpack.packing.datapackage_schema.Contributor attribute)

S

sanitize_resource_name() (trailpack.validation.standard_validator.StandardValidator method) sanitize_search_query() (in module trailpack.ui.streamlit_app) schema (trailpack.packing.datapackage_schema.MetaDataBuilder attribute) (trailpack.packing.export_service.DataPackageExporter attribute) set_basic_info() (trailpack.packing.datapackage_schema.MetaDataBuilder method) set_dates() (trailpack.packing.datapackage_schema.MetaDataBuilder method) set_keywords() (trailpack.packing.datapackage_schema.MetaDataBuilder method) set_links() (trailpack.packing.datapackage_schema.MetaDataBuilder method) set_profile() (trailpack.packing.datapackage_schema.MetaDataBuilder method) sheet_name (trailpack.packing.export_service.DataPackageExporter attribute) sheets() (trailpack.excel.reader.ExcelReader method) SMALL_FILE (smart_reader.SmartDataReader attribute) smart_reader module

SmartDataReader (class in smart_reader) Source (class in trailpack.packing.datapackage_schema) sources (trailpack.packing.datapackage_schema.MetaDataBuilder attribute) st (in module trailpack.pyst.api.config) standard (trailpack.validation.standard_validator.StandardValidator attribute) STANDARDS_DIR (in module trailpack.validation) StandardValidator (class in trailpack.validation.standard_validator) STRING (trailpack.packing.datapackage_schema.FieldType attribute) suggest() (trailpack.pyst.api.client.PystSuggestClient method) suggestions_cache (trailpack.packing.export_service.DataPackageExporter attribute) SuggestRequest (class in trailpack.pyst.api.requests.suggest) SUPPORTED_LANGUAGES (in module trailpack.pyst.api.requests.suggest)

T

taxonomy_url (trailpack.packing.datapackage_schema.Field attribute) test_excel_reader() (in module trailpack.main) test_pyst_suggestions() (in module trailpack.main) TIME (trailpack.packing.datapackage_schema.FieldType attribute) timeout (trailpack.pyst.api.config.PystConfig attribute) title (trailpack.packing.datapackage_schema.License attribute) (trailpack.packing.datapackage_schema.Resource attribute) (trailpack.packing.datapackage_schema.Source attribute) to_dict() (trailpack.packing.datapackage_schema.Contributor method) (trailpack.packing.datapackage_schema.Field method) (trailpack.packing.datapackage_schema.FieldConstraints method) (trailpack.packing.datapackage_schema.License method) (trailpack.packing.datapackage_schema.Resource method) (trailpack.packing.datapackage_schema.Source method) (trailpack.packing.datapackage_schema.Unit method) to_query_params() (trailpack.pyst.api.requests.suggest.SuggestRequest method) trailpack module trailpack.cli module trailpack.config module trailpack.config.config_builder module trailpack.config.config_loader module trailpack.excel module trailpack.excel.reader module trailpack.main module

trailpack.packing module trailpack.packing.datapackage_schema module trailpack.packing.export_service module trailpack.packing.packing module trailpack.pyst module trailpack.pyst.api module trailpack.pyst.api.client module trailpack.pyst.api.config module trailpack.pyst.api.requests module trailpack.pyst.api.requests.suggest module trailpack.ui module trailpack.ui.run_streamlit module trailpack.ui.streamlit_app module trailpack.validation module trailpack.validation.standard_validator module type (trailpack.packing.datapackage_schema.Field attribute)

U

ui() (in module trailpack.cli) unique (trailpack.packing.datapackage_schema.FieldConstraints attribute)

Unit (class in trailpack.packing.datapackage_schema) unit (trailpack.packing.datapackage_schema.Field attribute)

V

validate() (in module trailpack.cli) (trailpack.packing.export_service.DataPackageExporter method) validate_all() (trailpack.validation.standard_validator.StandardValidator method) validate_and_sanitize_resource_name() (trailpack.validation.standard_validator.StandardValidator method) validate_config_compatibility() (in module trailpack.config.config_loader) validate_data_quality() (trailpack.validation.standard_validator.StandardValidator method) validate_email() (trailpack.packing.datapackage_schema.Contributor class method) validate_encoding() (trailpack.packing.datapackage_schema.Resource class method) validate_field_definition() (trailpack.validation.standard_validator.StandardValidator method) validate_field_type() (trailpack.packing.datapackage_schema.Field class method) validate_format() (trailpack.packing.datapackage_schema.Resource class method) validate_language() (trailpack.pyst.api.requests.suggest.SuggestRequest class method) validate_metadata() (trailpack.validation.standard_validator.StandardValidator method) validate_numeric_constraints() (trailpack.packing.datapackage_schema.FieldConstraints class method)

validate_numeric_has_unit() (trailpack.packing.datapackage_schema.Field method) validate_package_name() (trailpack.packing.datapackage_schema.DataPackageSchema method) validate_path() (trailpack.packing.datapackage_schema.Source class method) validate_path_url() (trailpack.packing.datapackage_schema.License class method) (trailpack.packing.datapackage_schema.Unit class method) validate_pattern() (trailpack.packing.datapackage_schema.FieldConstraints class method) validate_query() (trailpack.pyst.api.requests.suggest.SuggestRequest class method) validate_resource() (trailpack.validation.standard_validator.StandardValidator method) validate_role() (trailpack.packing.datapackage_schema.Contributor class method) validate_url() (trailpack.packing.datapackage_schema.DataPackageSchema method) validate_version() (trailpack.packing.datapackage_schema.DataPackageSchema method) ValidationResult (class in trailpack.validation.standard_validator) validator (trailpack.packing.export_service.DataPackageExporter attribute) version (trailpack.validation.standard_validator.StandardValidator attribute) version_callback() (in module trailpack.cli)

W

warnings (trailpack.validation.standard_validator.ValidationResult attribute), [1]

WRANGLER (trailpack.packing.datapackage_schema.ContributorRole attribute) write_parquet() (trailpack.packing.packing.Packing method), [1]