Index

_

__init__() (sap.aibus.dar.client.base_client.BaseClient method) (sap.aibus.dar.client.base_client.BaseClientWithSession method) (sap.aibus.dar.client.dar_session.DARSession method) (sap.aibus.dar.client.exceptions.DARHTTPException method) (sap.aibus.dar.client.exceptions.HTTPSRequired method) (sap.aibus.dar.client.exceptions.ModelAlreadyExists method) (sap.aibus.dar.client.util.credentials.OnlineCredentialsSource method) (sap.aibus.dar.client.util.credentials.StaticCredentialsSource method) (sap.aibus.dar.client.util.http_transport.HttpMethodsProtocol method) (sap.aibus.dar.client.util.http_transport.RetrySession method) (sap.aibus.dar.client.util.http_transport.TimeoutRetrySession method) (sap.aibus.dar.client.util.http_transport.TimeoutSession method) (sap.aibus.dar.client.util.polling.Polling method) (sap.aibus.dar.client.workflow.model.ModelCreator method)

A

adapters (sap.aibus.dar.client.util.http_transport.HttpMethodsMixin property)

B

BaseClient (class in sap.aibus.dar.client.base_client)

BaseClientWithSession (class in sap.aibus.dar.client.base_client)

C

cf_router_error (sap.aibus.dar.client.exceptions.DARHTTPException property) construct_from_cf_env() (sap.aibus.dar.client.base_client.BaseClient class method) construct_from_credentials() (sap.aibus.dar.client.base_client.BaseClient class method) construct_from_jwt() (sap.aibus.dar.client.base_client.BaseClient class method) construct_from_service_key() (sap.aibus.dar.client.base_client.BaseClient class method) (sap.aibus.dar.client.util.credentials.OnlineCredentialsSource class method) correlation_id (sap.aibus.dar.client.exceptions.DARHTTPException property) create() (sap.aibus.dar.client.workflow.model.ModelCreator method) create_dataset() (sap.aibus.dar.client.data_manager_client.DataManagerClient method)

create_dataset_schema() (sap.aibus.dar.client.data_manager_client.DataManagerClient method) create_deployment() (sap.aibus.dar.client.model_manager_client.ModelManagerClient method) create_from_response() (sap.aibus.dar.client.exceptions.DARHTTPException class method) create_inference_request() (sap.aibus.dar.client.inference_client.InferenceClient method) create_inference_request_with_url() (sap.aibus.dar.client.inference_client.InferenceClient method) create_job() (sap.aibus.dar.client.model_manager_client.ModelManagerClient method) create_job_and_wait() (sap.aibus.dar.client.model_manager_client.ModelManagerClient method) CreateTrainingJobFailed CredentialsSource (class in sap.aibus.dar.client.util.credentials)

D

DARException DARHTTPException DARPollingTimeoutException DARSession (class in sap.aibus.dar.client.dar_session) DataManagerClient (class in sap.aibus.dar.client.data_manager_client) DataManagerPaths (class in sap.aibus.dar.client.data_manager_constants) DatasetInvalidStateException DatasetStatus (class in sap.aibus.dar.client.data_manager_constants) DatasetValidationFailed DatasetValidationTimeout debug_message (sap.aibus.dar.client.exceptions.DARHTTPException property) default_kwargs() (sap.aibus.dar.client.util.http_transport.HttpMethodsMixin method) (sap.aibus.dar.client.util.http_transport.TimeoutSession method)

delete() (sap.aibus.dar.client.util.http_transport.HttpMethodsMixin method) (sap.aibus.dar.client.util.http_transport.HttpMethodsProtocol method) delete_dataset_by_id() (sap.aibus.dar.client.data_manager_client.DataManagerClient method) delete_dataset_schema_by_id() (sap.aibus.dar.client.data_manager_client.DataManagerClient method) delete_deployment_by_id() (sap.aibus.dar.client.model_manager_client.ModelManagerClient method) delete_from_endpoint() (sap.aibus.dar.client.dar_session.DARSession method) delete_job_by_id() (sap.aibus.dar.client.model_manager_client.ModelManagerClient method) delete_model_by_name() (sap.aibus.dar.client.model_manager_client.ModelManagerClient method) deploy_and_wait() (sap.aibus.dar.client.model_manager_client.ModelManagerClient method) DeploymentFailed DeploymentStatus (class in sap.aibus.dar.client.model_manager_constants) DeploymentTimeOut do_bulk_inference() (sap.aibus.dar.client.inference_client.InferenceClient method)

E

ENDPOINT_BUSINESS_BLUEPRINT_TEMPLATE_COLLECTION (sap.aibus.dar.client.model_manager_constants.ModelManagerPaths attribute) ENDPOINT_DATASET_COLLECTION (sap.aibus.dar.client.data_manager_constants.DataManagerPaths attribute) ENDPOINT_DATASET_SCHEMA_COLLECTION (sap.aibus.dar.client.data_manager_constants.DataManagerPaths attribute) ENDPOINT_DEPLOYMENT_COLLECTION (sap.aibus.dar.client.model_manager_constants.ModelManagerPaths attribute) ENDPOINT_JOB_COLLECTION (sap.aibus.dar.client.model_manager_constants.ModelManagerPaths attribute)

ENDPOINT_MODEL_COLLECTION (sap.aibus.dar.client.model_manager_constants.ModelManagerPaths attribute) ENDPOINT_MODEL_TEMPLATE_COLLECTION (sap.aibus.dar.client.model_manager_constants.ModelManagerPaths attribute) enforce_https_except_localhost() (in module sap.aibus.dar.client.util.http_transport) ensure_deployment_exists() (sap.aibus.dar.client.model_manager_client.ModelManagerClient method) ensure_model_is_undeployed() (sap.aibus.dar.client.model_manager_client.ModelManagerClient method)

F

FAILED (sap.aibus.dar.client.model_manager_constants.DeploymentStatus attribute) (sap.aibus.dar.client.model_manager_constants.JobStatus attribute) format_business_blueprint_endpoint_by_id() (sap.aibus.dar.client.model_manager_constants.ModelManagerPaths class method) format_data_endpoint_by_id() (sap.aibus.dar.client.data_manager_constants.DataManagerPaths class method) format_dataset_endpoint_by_id() (sap.aibus.dar.client.data_manager_constants.DataManagerPaths static method) format_dataset_name() (sap.aibus.dar.client.workflow.model.ModelCreator static method)

format_dataset_schemas_endpoint_by_id() (sap.aibus.dar.client.data_manager_constants.DataManagerPaths static method) format_deployment_endpoint_by_id() (sap.aibus.dar.client.model_manager_constants.ModelManagerPaths class method) format_inference_endpoint_by_name() (sap.aibus.dar.client.inference_constants.InferencePaths static method) format_job_endpoint_by_id() (sap.aibus.dar.client.model_manager_constants.ModelManagerPaths class method) format_model_endpoint_by_name() (sap.aibus.dar.client.model_manager_constants.ModelManagerPaths class method) format_model_templates_endpoint_by_id() (sap.aibus.dar.client.model_manager_constants.ModelManagerPaths class method)

G

get() (sap.aibus.dar.client.util.http_transport.HttpMethodsMixin method) (sap.aibus.dar.client.util.http_transport.HttpMethodsProtocol method)

get_from_endpoint() (sap.aibus.dar.client.dar_session.DARSession method)

H

HttpMethodsMixin (class in sap.aibus.dar.client.util.http_transport)

HttpMethodsProtocol (class in sap.aibus.dar.client.util.http_transport) HTTPSRequired

I

InferenceClient (class in sap.aibus.dar.client.inference_client) InferencePaths (class in sap.aibus.dar.client.inference_constants) INTERVALL_DEPLOYMENT_SECONDS (in module sap.aibus.dar.client.model_manager_client) INTERVALL_TRAINING_JOB_SECONDS (in module sap.aibus.dar.client.model_manager_client) INVALID_DATA (sap.aibus.dar.client.data_manager_constants.DatasetStatus attribute) InvalidStateException

InvalidWorkerCount is_dataset_validation_failed() (sap.aibus.dar.client.data_manager_client.DataManagerClient static method) is_dataset_validation_finished() (sap.aibus.dar.client.data_manager_client.DataManagerClient static method) is_deployment_failed() (sap.aibus.dar.client.model_manager_client.ModelManagerClient static method) is_deployment_finished() (sap.aibus.dar.client.model_manager_client.ModelManagerClient static method) is_job_failed() (sap.aibus.dar.client.model_manager_client.ModelManagerClient static method) is_job_finished() (sap.aibus.dar.client.model_manager_client.ModelManagerClient static method)

J

JobNotFound

JobStatus (class in sap.aibus.dar.client.model_manager_constants)

L

LIMIT_OBJECTS_PER_CALL (in module sap.aibus.dar.client.inference_client) log (sap.aibus.dar.client.util.logging.LoggerMixin property)

LoggerMixin (class in sap.aibus.dar.client.util.logging) lookup_deployment_id_by_model_name() (sap.aibus.dar.client.model_manager_client.ModelManagerClient method)

M

ModelAlreadyExists ModelCreator (class in sap.aibus.dar.client.workflow.model) ModelManagerClient (class in sap.aibus.dar.client.model_manager_client) ModelManagerPaths (class in sap.aibus.dar.client.model_manager_constants) module sap.aibus.dar.client.base_client sap.aibus.dar.client.dar_session sap.aibus.dar.client.data_manager_client sap.aibus.dar.client.data_manager_constants sap.aibus.dar.client.exceptions sap.aibus.dar.client.inference_client sap.aibus.dar.client.inference_constants sap.aibus.dar.client.model_manager_client sap.aibus.dar.client.model_manager_constants sap.aibus.dar.client.util.credentials sap.aibus.dar.client.util.http_transport sap.aibus.dar.client.util.lists sap.aibus.dar.client.util.logging sap.aibus.dar.client.util.polling sap.aibus.dar.client.workflow.model

N

NO_DATA (sap.aibus.dar.client.data_manager_constants.DatasetStatus attribute)

O

OnlineCredentialsSource (class in sap.aibus.dar.client.util.credentials)

P

patch() (sap.aibus.dar.client.util.http_transport.HttpMethodsMixin method) (sap.aibus.dar.client.util.http_transport.HttpMethodsProtocol method) PENDING (sap.aibus.dar.client.model_manager_constants.DeploymentStatus attribute) (sap.aibus.dar.client.model_manager_constants.JobStatus attribute) poll_until_success() (sap.aibus.dar.client.util.polling.Polling method) Polling (class in sap.aibus.dar.client.util.polling) polling_class() (sap.aibus.dar.client.data_manager_client.DataManagerClient static method) (sap.aibus.dar.client.model_manager_client.ModelManagerClient static method) PollingTimeoutException

post() (sap.aibus.dar.client.util.http_transport.HttpMethodsMixin method) (sap.aibus.dar.client.util.http_transport.HttpMethodsProtocol method) post_data_to_endpoint() (sap.aibus.dar.client.dar_session.DARSession method) post_to_endpoint() (sap.aibus.dar.client.dar_session.DARSession method) post_to_url() (sap.aibus.dar.client.dar_session.DARSession method) PostRetrySession (class in sap.aibus.dar.client.util.http_transport) PROGRAM_ERROR (sap.aibus.dar.client.data_manager_constants.DatasetStatus attribute) put() (sap.aibus.dar.client.util.http_transport.HttpMethodsMixin method) (sap.aibus.dar.client.util.http_transport.HttpMethodsProtocol method)

R

read_business_blueprint_template_by_id() (sap.aibus.dar.client.model_manager_client.ModelManagerClient method) read_business_blueprint_template_collection() (sap.aibus.dar.client.model_manager_client.ModelManagerClient method) read_dataset_by_id() (sap.aibus.dar.client.data_manager_client.DataManagerClient method) read_dataset_collection() (sap.aibus.dar.client.data_manager_client.DataManagerClient method) read_dataset_schema_by_id() (sap.aibus.dar.client.data_manager_client.DataManagerClient method) read_dataset_schema_collection() (sap.aibus.dar.client.data_manager_client.DataManagerClient method) read_deployment_by_id() (sap.aibus.dar.client.model_manager_client.ModelManagerClient method) read_deployment_collection() (sap.aibus.dar.client.model_manager_client.ModelManagerClient method) read_job_by_id() (sap.aibus.dar.client.model_manager_client.ModelManagerClient method) read_job_by_model_name() (sap.aibus.dar.client.model_manager_client.ModelManagerClient method) read_job_collection() (sap.aibus.dar.client.model_manager_client.ModelManagerClient method)

read_model_by_name() (sap.aibus.dar.client.model_manager_client.ModelManagerClient method) read_model_collection() (sap.aibus.dar.client.model_manager_client.ModelManagerClient method) read_model_template_by_id() (sap.aibus.dar.client.model_manager_client.ModelManagerClient method) read_model_template_collection() (sap.aibus.dar.client.model_manager_client.ModelManagerClient method) request (sap.aibus.dar.client.exceptions.DARHTTPException property) request() (sap.aibus.dar.client.util.http_transport.HttpMethodsMixin method) (sap.aibus.dar.client.util.http_transport.HttpMethodsProtocol method) response (sap.aibus.dar.client.exceptions.DARHTTPException property) response_body (sap.aibus.dar.client.exceptions.DARHTTPException property) response_reason (sap.aibus.dar.client.exceptions.DARHTTPException property) RetrySession (class in sap.aibus.dar.client.util.http_transport) RUNNING (sap.aibus.dar.client.model_manager_constants.JobStatus attribute)

S

sap.aibus.dar.client.base_client module sap.aibus.dar.client.dar_session module sap.aibus.dar.client.data_manager_client module sap.aibus.dar.client.data_manager_constants module sap.aibus.dar.client.exceptions module sap.aibus.dar.client.inference_client module sap.aibus.dar.client.inference_constants module sap.aibus.dar.client.model_manager_client module sap.aibus.dar.client.model_manager_constants module sap.aibus.dar.client.util.credentials module

sap.aibus.dar.client.util.http_transport module sap.aibus.dar.client.util.lists module sap.aibus.dar.client.util.logging module sap.aibus.dar.client.util.polling module sap.aibus.dar.client.workflow.model module server_header (sap.aibus.dar.client.exceptions.DARHTTPException property) setup_basic_logging() (sap.aibus.dar.client.util.logging.LoggerMixin static method) sleep() (sap.aibus.dar.client.util.polling.Polling static method) split_list() (in module sap.aibus.dar.client.util.lists) StaticCredentialsSource (class in sap.aibus.dar.client.util.credentials) status_code (sap.aibus.dar.client.exceptions.DARHTTPException property) STOPPED (sap.aibus.dar.client.model_manager_constants.DeploymentStatus attribute) SUCCEEDED (sap.aibus.dar.client.data_manager_constants.DatasetStatus attribute) (sap.aibus.dar.client.model_manager_constants.DeploymentStatus attribute) (sap.aibus.dar.client.model_manager_constants.JobStatus attribute)

T

TIMEOUT_DATASET_VALIDATION (in module sap.aibus.dar.client.data_manager_client) TIMEOUT_DEPLOYMENT_SECONDS (in module sap.aibus.dar.client.model_manager_client) TIMEOUT_TRAINING_JOB_SECONDS (in module sap.aibus.dar.client.model_manager_client) TimeoutPostRetrySession (class in sap.aibus.dar.client.util.http_transport) TimeoutRetrySession (class in sap.aibus.dar.client.util.http_transport) TimeoutSession (class in sap.aibus.dar.client.util.http_transport)

timer() (sap.aibus.dar.client.util.polling.Polling static method) token() (sap.aibus.dar.client.util.credentials.CredentialsSource method) (sap.aibus.dar.client.util.credentials.OnlineCredentialsSource method) (sap.aibus.dar.client.util.credentials.StaticCredentialsSource method) TOP_N (in module sap.aibus.dar.client.inference_client) TrainingJobFailed TrainingJobTimeOut

U

upload_data_and_validate() (sap.aibus.dar.client.data_manager_client.DataManagerClient method)

upload_data_to_dataset() (sap.aibus.dar.client.data_manager_client.DataManagerClient method) UPLOADING (sap.aibus.dar.client.data_manager_constants.DatasetStatus attribute)

V

VALIDATING (sap.aibus.dar.client.data_manager_constants.DatasetStatus attribute)

VALIDATION_FAILED (sap.aibus.dar.client.data_manager_constants.DatasetStatus attribute) vcap_request_id (sap.aibus.dar.client.exceptions.DARHTTPException property)

W

wait_for_dataset_validation() (sap.aibus.dar.client.data_manager_client.DataManagerClient method)

wait_for_deployment() (sap.aibus.dar.client.model_manager_client.ModelManagerClient method) wait_for_job() (sap.aibus.dar.client.model_manager_client.ModelManagerClient method)