Index

A

add_env_variables_to_flow() (in module now.utils) add_metadata_to_da() (in module now.data_loading.data_loading) add_telemetry_env() (now.app.base.app.JinaNOWApp static method) additional_user (now.now_dataclasses.UserInput attribute) ADMIN (now.executor.abstract.auth.auth.SecurityLevel attribute) admin_emails (now.now_dataclasses.UserInput attribute) admin_name (now.now_dataclasses.UserInput attribute) aggregate_embeddings() (in module now.executor.indexer.elastic.elastic_indexer) allow_mutation (deployment.bff.app.v1.models.shared.BaseRequestModel.Config attribute) api_key (deployment.bff.app.v1.models.shared.BaseRequestModel attribute) (now.now_dataclasses.UserInput attribute) api_keys (deployment.bff.app.v1.models.admin.UpdateApiKeysRequestModel attribute) api_method() (in module deployment.bff.app.decorators)

app_instance (now.now_dataclasses.UserInput attribute) app_name (now.app.base.app.JinaNOWApp property) (now.app.search_app.app.SearchApp property) Apps (class in now.constants) arbitrary_types_allowed (deployment.bff.app.v1.models.search.SearchResponseModel.Config attribute) (deployment.bff.app.v1.models.shared.BaseRequestModel.Config attribute) (now.now_dataclasses.UserInput.Config attribute) argparse_kwargs (now.now_dataclasses.DialogOptions attribute) async_timed() (in module deployment.bff.app.decorators) autocomplete_stub() (now.app.search_app.app.SearchApp static method) aws_access_key_id (now.now_dataclasses.UserInput attribute) aws_region_name (now.now_dataclasses.UserInput attribute) aws_secret_access_key (now.now_dataclasses.UserInput attribute)

B

BaseRequestModel (class in deployment.bff.app.v1.models.shared) BaseRequestModel.Config (class in deployment.bff.app.v1.models.shared) BEST_ARTWORKS (now.demo_data.DemoDatasetNames attribute) BetterEnum (class in now.utils)

bff (now.app.base.app.JinaNOWApp property) BIRD_SPECIES (now.demo_data.DemoDatasetNames attribute) blob (deployment.bff.app.v1.models.shared.ModalityModel attribute) BREAK (now.constants.DialogStatus attribute) build_es_queries() (in module now.executor.indexer.elastic.es_query_building)

C

calculate_cosine() (in module now.executor.indexer.elastic.es_converter) calculate_l2_norm() (in module now.executor.indexer.elastic.es_converter) calculate_score_breakdown() (in module now.executor.indexer.elastic.es_converter) call_flow() (in module now.run_backend) case_sensitive (deployment.bff.app.v1.models.search.SearchResponseModel.Config attribute) (deployment.bff.app.v1.models.shared.BaseRequestModel.Config attribute) check_login_dataset() (in module now.common.options) check_login_deployment() (in module now.common.options) choice_count (now.thirdparty.PyInquirer.prompts.checkbox.InquirerControl property) (now.thirdparty.PyInquirer.prompts.expand.InquirerControl property) (now.thirdparty.PyInquirer.prompts.list.InquirerControl property) (now.thirdparty.PyInquirer.prompts.rawlist.InquirerControl property) choices (now.now_dataclasses.DialogOptions attribute) clean_flow_name() (in module now.common.options) cli() (in module now.cli) clip_encoder_stub() (now.app.search_app.app.SearchApp static method) CLIP_MODEL (now.constants.Models attribute) close() (now.data_loading.elasticsearch.connector.ElasticsearchConnector method) cluster (now.now_dataclasses.UserInput attribute)

cmd() (in module now.deployment.deployment) colorize_json() (in module now.thirdparty.PyInquirer.utils) conditional_check (now.now_dataclasses.DialogOptions attribute) configure_option() (in module now.dialog) configure_user_input() (in module now.dialog) construct_app() (in module now.common.options) content (deployment.bff.app.v1.models.shared.ModalityModel property) CONTINUE (now.constants.DialogStatus attribute) convert_doc_map_to_es() (in module now.executor.indexer.elastic.es_converter) convert_es_results_to_matches() (in module now.executor.indexer.elastic.es_converter) convert_es_to_da() (in module now.executor.indexer.elastic.es_converter) convert_fn() (in module now.executor.preprocessor.s3_download) create_annotations_and_class_attributes() (in module now.data_loading.create_dataclass) create_dataclass() (in module now.data_loading.create_dataclass) create_dataclass_fields_file_mappings() (in module now.data_loading.create_dataclass) create_docs_from_files() (in module now.data_loading.data_loading) create_docs_from_subdirectories() (in module now.data_loading.data_loading) create_s3_type() (in module now.data_loading.create_dataclass) create_temp_link (deployment.bff.app.v1.models.search.SearchRequestModel attribute) curate() (now.executor.indexer.elastic.elastic_indexer.NOWElasticIndexer method)

D

data (deployment.bff.app.v1.models.search.IndexRequestModel attribute) dataset_name (now.now_dataclasses.UserInput attribute) dataset_path (now.now_dataclasses.UserInput attribute) dataset_type (now.now_dataclasses.UserInput attribute) dataset_url (now.now_dataclasses.UserInput attribute) DatasetTypes (class in now.constants) DEEP_FASHION (now.demo_data.DemoDatasetNames attribute) delete() (now.executor.indexer.elastic.elastic_indexer.NOWElasticIndexer method) DEMO (now.constants.DatasetTypes attribute) demo_datasets (now.app.base.app.JinaNOWApp property) (now.app.search_app.app.SearchApp property) DemoAvailableException DemoDataset (class in now.demo_data) DemoDatasetNames (class in now.demo_data) depends_on (now.now_dataclasses.DialogOptions attribute) deploy() (in module now.admin.deploy_text_to_video) deploy_flow() (in module now.deployment.flow) deploy_wolf() (in module now.deployment.deployment) deployment module deployment.bff module deployment.bff.app module deployment.bff.app.decorators module

deployment.bff.app.settings module deployment.bff.app.v1 module deployment.bff.app.v1.models module deployment.bff.app.v1.models.admin module deployment.bff.app.v1.models.search module deployment.bff.app.v1.models.shared module deployment.bff.app.v1.routers module description (now.app.base.app.JinaNOWApp property) (now.app.search_app.app.SearchApp property) (now.now_dataclasses.DialogOptions attribute) DialogOptions (class in now.now_dataclasses) DialogStatus (class in now.constants) display_name (now.demo_data.DemoDataset attribute) DOCARRAY (now.constants.DatasetTypes attribute) docarray_typing_to_modality_string() (in module now.utils) download() (in module now.utils) download_file() (in module now.utils) download_from_bucket() (in module now.executor.preprocessor.s3_download) Dumper (class in now.utils) dynamic_func (now.now_dataclasses.DialogOptions attribute)

E

edit() (in module now.thirdparty.PyInquirer.prompts.editor) (now.thirdparty.PyInquirer.prompts.editor.Editor method) edit_file() (now.thirdparty.PyInquirer.prompts.editor.Editor method) Editor (class in now.thirdparty.PyInquirer.prompts.editor) EditorArgumentsError ELASTICSEARCH (now.constants.DatasetTypes attribute) ElasticsearchConnector (class in now.data_loading.elasticsearch.connector) ElasticsearchExtractor (class in now.data_loading.elasticsearch.data_extractor)

embedding_size (now.executor.indexer.elastic.elastic_indexer.FieldEmbedding property) encoder (now.executor.indexer.elastic.elastic_indexer.FieldEmbedding property) EnvironmentVariables (class in now.utils) es_additional_args (now.now_dataclasses.UserInput attribute) es_host_name (now.now_dataclasses.UserInput attribute) es_index_name (now.now_dataclasses.UserInput attribute) ES_ONLINE_SHOP_50 (now.demo_data.DemoDatasetNames attribute) estimate_request_size() (in module now.run_backend) extract() (now.data_loading.elasticsearch.data_extractor.ElasticsearchExtractor method)

F

fail() (now.log.log.YaspinExtended method) field_names_to_dataclass_fields (now.now_dataclasses.UserInput attribute) FieldEmbedding (class in now.executor.indexer.elastic.elastic_indexer) fields (deployment.bff.app.v1.models.search.SearchResponseModel attribute) (now.executor.indexer.elastic.elastic_indexer.FieldEmbedding property) filter_field_candidates_to_modalities (now.now_dataclasses.UserInput attribute) filter_fields (now.now_dataclasses.UserInput attribute)

filters (deployment.bff.app.v1.models.search.SearchRequestModel attribute) finetune_datasets (now.app.base.app.JinaNOWApp property) (now.app.search_app.app.SearchApp property) flatten_dict() (in module now.utils) flow_name (now.now_dataclasses.UserInput attribute) format_json() (in module now.thirdparty.PyInquirer.utils) from_files_local() (in module now.data_loading.data_loading)

G

generate_es_mapping() (now.executor.indexer.elastic.elastic_indexer.NOWElasticIndexer method) generate_semantic_scores() (in module now.executor.indexer.elastic.es_query_building) GEOLOCATION_GEOGUESSR (now.demo_data.DemoDatasetNames attribute) get_auth_executor_class() (in module now.executor.abstract.auth.auth) get_base_es_doc() (in module now.executor.indexer.elastic.es_converter) get_bm25_fields() (in module now.executor.indexer.elastic.es_converter) get_bucket() (in module now.executor.preprocessor.s3_download) get_data() (now.demo_data.DemoDataset method) get_default_query() (in module now.executor.indexer.elastic.es_query_building) get_default_request_body() (in module now.admin.utils) get_dict_value_for_flattened_key() (in module now.executor.preprocessor.s3_download) get_documents_by_query() (now.data_loading.elasticsearch.connector.ElasticsearchConnector method) get_editor() (now.thirdparty.PyInquirer.prompts.editor.Editor method) get_executor_stubs() (now.app.base.app.JinaNOWApp method) (now.app.search_app.app.SearchApp method) get_field_type() (in module now.common.detect_schema)

get_first_file_in_folder_structure_s3() (in module now.common.detect_schema) get_flow_id() (in module now.utils) get_index_fields() (now.executor.preprocessor.executor.NOWPreprocessor method) get_info_hubble() (in module now.utils) get_local_path() (in module now.executor.preprocessor.s3_download) get_main_parser() (in module now.cli.parser) get_models_dialog() (in module now.common.options) get_or_create_eventloop() (in module now.deployment.deployment) get_pinned_query() (in module now.executor.indexer.elastic.es_query_building) get_s3_bucket_and_folder_prefix() (in module now.common.detect_schema) get_scores() (in module now.executor.indexer.elastic.es_query_building) get_selected_value() (now.thirdparty.PyInquirer.prompts.expand.InquirerControl method) (now.thirdparty.PyInquirer.prompts.rawlist.InquirerControl method) get_selected_values() (now.thirdparty.PyInquirer.prompts.checkbox.InquirerControl method) get_selection() (now.thirdparty.PyInquirer.prompts.list.InquirerControl method) get_task() (in module now.cli)

H

host (deployment.bff.app.v1.models.shared.BaseRequestModel attribute)

I

id (deployment.bff.app.v1.models.search.SearchResponseModel attribute) if_mousedown() (in module now.thirdparty.PyInquirer.prompts.common) increase_indent() (now.utils.Dumper method) index() (now.executor.indexer.elastic.elastic_indexer.NOWElasticIndexer method) index_docs() (in module now.run_backend) index_field_candidates_to_modalities (now.now_dataclasses.UserInput attribute) index_fields (now.demo_data.DemoDataset attribute) (now.now_dataclasses.UserInput attribute) indexer_stub() (now.app.search_app.app.SearchApp static method) IndexRequestModel (class in deployment.bff.app.v1.models.search)

INDIE_LYRICS (now.demo_data.DemoDatasetNames attribute) InquirerControl (class in now.thirdparty.PyInquirer.prompts.checkbox) (class in now.thirdparty.PyInquirer.prompts.expand) (class in now.thirdparty.PyInquirer.prompts.list) (class in now.thirdparty.PyInquirer.prompts.rawlist) is_demo_available() (now.app.base.app.JinaNOWApp method) (now.app.search_app.app.SearchApp method) is_enabled (now.app.base.app.JinaNOWApp property) (now.app.search_app.app.SearchApp property) is_terminal_command (now.now_dataclasses.DialogOptions attribute)

J

jina_auth_login() (in module now.utils) JinaNOWApp (class in now.app.base.app)

jwt (deployment.bff.app.v1.models.shared.BaseRequestModel attribute) (now.now_dataclasses.UserInput attribute)

L

limit (deployment.bff.app.v1.models.search.SearchRequestModel attribute) line (now.thirdparty.PyInquirer.separator.Separator attribute) line_count (now.thirdparty.PyInquirer.prompts.checkbox.InquirerControl property)

list() (now.executor.indexer.elastic.elastic_indexer.NOWElasticIndexer method) list_all_wolf() (in module now.deployment.deployment) load_data() (in module now.data_loading.data_loading)

M

main module max_request_size (now.app.base.app.JinaNOWApp property) (now.app.search_app.app.SearchApp property) maybe_download_from_s3() (in module now.executor.preprocessor.s3_download) maybe_prompt_user() (in module now.utils) METAL_LYRICS (now.demo_data.DemoDatasetNames attribute) modality_string_to_docarray_typing() (in module now.utils) ModalityModel (class in deployment.bff.app.v1.models.shared) model_choices (now.now_dataclasses.UserInput attribute) Models (class in now.constants) module deployment deployment.bff deployment.bff.app deployment.bff.app.decorators deployment.bff.app.settings deployment.bff.app.v1 deployment.bff.app.v1.models deployment.bff.app.v1.models.admin deployment.bff.app.v1.models.search deployment.bff.app.v1.models.shared deployment.bff.app.v1.routers main now now.admin now.admin.deploy_text_to_video now.admin.update_api_keys now.admin.update_email now.admin.utils now.app now.app.base now.app.base.app now.app.base.preprocess now.app.search_app now.app.search_app.app now.app.search_app.indexer_utils now.cli now.cli.parser now.common now.common.detect_schema now.common.options now.constants now.data_loading now.data_loading.convert_datasets_to_jpeg now.data_loading.create_dataclass now.data_loading.data_loading now.data_loading.elasticsearch now.data_loading.elasticsearch.connector now.data_loading.elasticsearch.data_extractor now.demo_data now.deployment now.deployment.deployment now.deployment.flow now.dialog now.executor now.executor.abstract now.executor.abstract.auth now.executor.abstract.auth.auth now.executor.indexer now.executor.indexer.elastic now.executor.indexer.elastic.elastic_indexer now.executor.indexer.elastic.es_converter now.executor.indexer.elastic.es_query_building now.executor.name_to_id_map now.executor.preprocessor now.executor.preprocessor.executor now.executor.preprocessor.s3_download now.log now.log.log now.now_dataclasses now.run_all_k8s now.run_backend now.thirdparty now.thirdparty.PyInquirer now.thirdparty.PyInquirer.prompt now.thirdparty.PyInquirer.prompts now.thirdparty.PyInquirer.prompts.checkbox now.thirdparty.PyInquirer.prompts.common now.thirdparty.PyInquirer.prompts.confirm now.thirdparty.PyInquirer.prompts.editor now.thirdparty.PyInquirer.prompts.expand now.thirdparty.PyInquirer.prompts.input now.thirdparty.PyInquirer.prompts.list now.thirdparty.PyInquirer.prompts.password now.thirdparty.PyInquirer.prompts.rawlist now.thirdparty.PyInquirer.separator now.thirdparty.PyInquirer.utils now.utils

my_handler() (in module now.utils)

N

name (now.demo_data.DemoDataset attribute) (now.now_dataclasses.DialogOptions attribute) ndarray_to_jpeg_bytes() (in module now.app.base.preprocess) NFT_MONKEY (now.demo_data.DemoDatasetNames attribute) NIH_CHEST_XRAYS (now.demo_data.DemoDatasetNames attribute) now module now.admin module now.admin.deploy_text_to_video module now.admin.update_api_keys module now.admin.update_email module now.admin.utils module now.app module now.app.base module now.app.base.app module now.app.base.preprocess module now.app.search_app module now.app.search_app.app module now.app.search_app.indexer_utils module now.cli module now.cli.parser module now.common module now.common.detect_schema module now.common.options module now.constants module now.data_loading module now.data_loading.convert_datasets_to_jpeg module now.data_loading.create_dataclass module now.data_loading.data_loading module now.data_loading.elasticsearch module now.data_loading.elasticsearch.connector module now.data_loading.elasticsearch.data_extractor module now.demo_data module now.deployment module now.deployment.deployment module now.deployment.flow module now.dialog module now.executor module

now.executor.abstract module now.executor.abstract.auth module now.executor.abstract.auth.auth module now.executor.indexer module now.executor.indexer.elastic module now.executor.indexer.elastic.elastic_indexer module now.executor.indexer.elastic.es_converter module now.executor.indexer.elastic.es_query_building module now.executor.name_to_id_map module now.executor.preprocessor module now.executor.preprocessor.executor module now.executor.preprocessor.s3_download module now.log module now.log.log module now.now_dataclasses module now.run_all_k8s module now.run_backend module now.thirdparty module now.thirdparty.PyInquirer module now.thirdparty.PyInquirer.prompt module now.thirdparty.PyInquirer.prompts module now.thirdparty.PyInquirer.prompts.checkbox module now.thirdparty.PyInquirer.prompts.common module now.thirdparty.PyInquirer.prompts.confirm module now.thirdparty.PyInquirer.prompts.editor module now.thirdparty.PyInquirer.prompts.expand module now.thirdparty.PyInquirer.prompts.input module now.thirdparty.PyInquirer.prompts.list module now.thirdparty.PyInquirer.prompts.password module now.thirdparty.PyInquirer.prompts.rawlist module now.thirdparty.PyInquirer.separator module now.thirdparty.PyInquirer.utils module now.utils module NOWElasticIndexer (class in now.executor.indexer.elastic.elastic_indexer) NOWPreprocessor (class in now.executor.preprocessor.executor)

O

ok() (now.log.log.YaspinExtended method)

options (now.app.base.app.JinaNOWApp property)

P

parse_args() (in module now.cli) PATH (now.constants.DatasetTypes attribute) playground (now.app.base.app.JinaNOWApp property) POP_LYRICS (now.demo_data.DemoDatasetNames attribute) port (deployment.bff.app.v1.models.shared.BaseRequestModel attribute) post_func (now.now_dataclasses.DialogOptions attribute) preprocess() (now.app.base.app.JinaNOWApp method) (now.executor.preprocessor.executor.NOWPreprocessor method) preprocess_image() (in module now.app.base.preprocess) preprocess_text() (in module now.app.base.preprocess)

preprocess_video() (in module now.app.base.preprocess) preprocessor_stub() (now.app.search_app.app.SearchApp static method) print_headline() (in module now.utils) print_json() (in module now.thirdparty.PyInquirer.utils) print_version_line() (in module now.cli) process_filter() (in module now.executor.indexer.elastic.es_query_building) prompt() (in module now.thirdparty.PyInquirer.prompt) prompt_message (now.now_dataclasses.DialogOptions attribute) prompt_type (now.now_dataclasses.DialogOptions attribute) prompt_value() (in module now.utils) PromptParameterException, [1]

Q

query (deployment.bff.app.v1.models.search.SearchRequestModel attribute) question() (in module now.thirdparty.PyInquirer.prompts.checkbox) (in module now.thirdparty.PyInquirer.prompts.confirm) (in module now.thirdparty.PyInquirer.prompts.editor) (in module now.thirdparty.PyInquirer.prompts.expand) (in module now.thirdparty.PyInquirer.prompts.input) (in module now.thirdparty.PyInquirer.prompts.list) (in module now.thirdparty.PyInquirer.prompts.password) (in module now.thirdparty.PyInquirer.prompts.rawlist)

R

RAP_LYRICS (now.demo_data.DemoDatasetNames attribute) required_docker_memory_in_gb (now.app.search_app.app.SearchApp property)

RetryException ROCK_LYRICS (now.demo_data.DemoDatasetNames attribute) run() (in module now.run_backend)

S

S3_BUCKET (now.constants.DatasetTypes attribute) sbert_encoder_stub() (now.app.search_app.app.SearchApp static method) SBERT_MODEL (now.constants.Models attribute) scores (deployment.bff.app.v1.models.search.SearchResponseModel attribute) search() (now.executor.indexer.elastic.elastic_indexer.NOWElasticIndexer method) SEARCH_APP (now.constants.Apps attribute) SearchApp (class in now.app.search_app.app) SearchRequestModel (class in deployment.bff.app.v1.models.search) SearchResponseModel (class in deployment.bff.app.v1.models.search) SearchResponseModel.Config (class in deployment.bff.app.v1.models.search) secure_request() (in module now.executor.abstract.auth.auth) secured (now.now_dataclasses.UserInput attribute) SecurityLevel (class in now.executor.abstract.auth.auth) semantic_scores (deployment.bff.app.v1.models.search.SearchRequestModel attribute) Separator (class in now.thirdparty.PyInquirer.separator) set_app_parser() (now.app.base.app.JinaNOWApp method) set_base_parser() (in module now.cli.parser) set_field_names_elasticsearch() (in module now.common.detect_schema) set_field_names_from_docarray() (in module now.common.detect_schema)

set_field_names_from_local_folder() (in module now.common.detect_schema) set_field_names_from_s3_bucket() (in module now.common.detect_schema) set_help_parser() (in module now.cli.parser) set_modality_da() (in module now.data_loading.data_loading) set_start_parser() (in module now.cli.parser) set_stop_parser() (in module now.cli.parser) set_survey_parser() (in module now.cli.parser) setup() (now.app.base.app.JinaNOWApp method) setup_elastic_server() (now.executor.indexer.elastic.elastic_indexer.NOWElasticIndexer method) setup_elastic_service() (in module now.app.search_app.indexer_utils) setup_simple_validator() (in module now.thirdparty.PyInquirer.prompts.common) setup_validator() (in module now.thirdparty.PyInquirer.prompts.common) SKIP (now.constants.DialogStatus attribute) STANFORD_CARS (now.demo_data.DemoDatasetNames attribute) start_now() (in module now.run_all_k8s) status_wolf() (in module now.deployment.deployment) stop_now() (in module now.run_all_k8s) style_from_dict() (in module now.thirdparty.PyInquirer) SuggestionRequestModel (class in deployment.bff.app.v1.models.search)

T

tags (deployment.bff.app.v1.models.search.SearchResponseModel attribute) tags() (now.executor.indexer.elastic.elastic_indexer.NOWElasticIndexer method) terminate_wolf() (in module now.deployment.deployment) text (deployment.bff.app.v1.models.search.SuggestionRequestModel attribute) (deployment.bff.app.v1.models.shared.ModalityModel attribute) time_profiler() (in module now.log.log)

timed() (in module deployment.bff.app.decorators) TLL (now.demo_data.DemoDatasetNames attribute) to_camel_case() (in module now.utils) to_thumbnail_jpg() (in module now.app.base.preprocess) trigger_scheduler() (in module now.run_backend) TUMBLR_GIFS (now.demo_data.DemoDatasetNames attribute) TUMBLR_GIFS_10K (now.demo_data.DemoDatasetNames attribute)

U

update() (now.executor.indexer.elastic.elastic_indexer.NOWElasticIndexer method) update_api_keys() (in module now.admin.update_api_keys) update_curated_ids() (now.executor.indexer.elastic.elastic_indexer.NOWElasticIndexer method) update_dict_with_no_overwrite() (in module now.data_loading.create_dataclass) update_emails() (in module now.admin.update_email) update_model_choice() (in module now.common.options) update_tags() (in module now.executor.preprocessor.s3_download) (now.executor.indexer.elastic.elastic_indexer.NOWElasticIndexer method)

UpdateApiKeysRequestModel (class in deployment.bff.app.v1.models.admin) UpdateEmailsRequestModel (class in deployment.bff.app.v1.models.admin) uri (deployment.bff.app.v1.models.shared.ModalityModel attribute) USER (now.executor.abstract.auth.auth.SecurityLevel attribute) user_emails (deployment.bff.app.v1.models.admin.UpdateEmailsRequestModel attribute) (now.now_dataclasses.UserInput attribute) UserInput (class in now.now_dataclasses) UserInput.Config (class in now.now_dataclasses)

V

validate_only_one_exists() (deployment.bff.app.v1.models.shared.ModalityModel class method)

W

wait_until_cluster_is_up() (in module now.executor.indexer.elastic.elastic_indexer) which() (in module now.deployment.deployment)

write_env_file() (in module now.utils) write_flow_file() (in module now.utils)

Y

yaspin_extended() (in module now.log.log)

YaspinExtended (class in now.log.log)