Module Smaws_Client_Forecast

forecast client library built on EIO.

Types

module Types : sig ... end

Builders

val make_weighted_quantile_loss : ?loss_value:Types.double -> ?quantile:Types.double -> unit -> Types.weighted_quantile_loss
val make_error_metric : ?map_e:Types.double -> ?mas_e:Types.double -> ?rms_e:Types.double -> ?wap_e:Types.double -> ?forecast_type:Types.forecast_type -> unit -> Types.error_metric
val make_metrics : ?average_weighted_quantile_loss:Types.double -> ?error_metrics:Types.error_metrics -> ?weighted_quantile_losses:Types.weighted_quantile_losses -> ?rms_e:Types.double -> unit -> Types.metrics
val make_window_summary : ?metrics:Types.metrics -> ?evaluation_type:Types.evaluation_type -> ?item_count:Types.integer -> ?test_window_end:Types.timestamp -> ?test_window_start:Types.timestamp -> unit -> Types.window_summary
val make_what_if_forecast_summary : ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?message:Types.error_message -> ?status:Types.status -> ?what_if_analysis_arn:Types.arn -> ?what_if_forecast_name:Types.name -> ?what_if_forecast_arn:Types.long_arn -> unit -> Types.what_if_forecast_summary
val make_s3_config : ?kms_key_arn:Types.kms_key_arn -> role_arn:Types.arn -> path:Types.s3_path -> unit -> Types.s3_config
val make_data_destination : s3_config:Types.s3_config -> unit -> Types.data_destination
val make_what_if_forecast_export_summary : ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?message:Types.error_message -> ?status:Types.status -> ?destination:Types.data_destination -> ?what_if_forecast_export_name:Types.name -> ?what_if_forecast_arns:Types.what_if_forecast_arn_list_for_export -> ?what_if_forecast_export_arn:Types.long_arn -> unit -> Types.what_if_forecast_export_summary
val make_what_if_analysis_summary : ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?message:Types.error_message -> ?status:Types.status -> ?forecast_arn:Types.arn -> ?what_if_analysis_name:Types.name -> ?what_if_analysis_arn:Types.arn -> unit -> Types.what_if_analysis_summary
val make_update_dataset_group_response : unit -> unit
val make_update_dataset_group_request : dataset_arns:Types.arn_list -> dataset_group_arn:Types.arn -> unit -> Types.update_dataset_group_request
val make_untag_resource_response : unit -> unit
val make_untag_resource_request : tag_keys:Types.tag_keys -> resource_arn:Types.arn -> unit -> Types.untag_resource_request
val make_action : value:Types.double -> operation:Types.operation -> attribute_name:Types.name -> unit -> Types.action
val make_time_series_condition : condition:Types.condition -> attribute_value:Types.attribute_value -> attribute_name:Types.name -> unit -> Types.time_series_condition
val make_time_series_transformation : ?time_series_conditions:Types.time_series_conditions -> ?action:Types.action -> unit -> Types.time_series_transformation
val make_data_source : s3_config:Types.s3_config -> unit -> Types.data_source
val make_schema_attribute : ?attribute_type:Types.attribute_type -> ?attribute_name:Types.name -> unit -> Types.schema_attribute
val make_schema : ?attributes:Types.schema_attributes -> unit -> Types.schema
val make_time_series_identifiers : ?format:Types.format -> ?schema:Types.schema -> ?data_source:Types.data_source -> unit -> Types.time_series_identifiers
val make_time_series_selector : ?time_series_identifiers:Types.time_series_identifiers -> unit -> Types.time_series_selector
val make_time_series_replacements_data_source : ?timestamp_format:Types.timestamp_format -> ?format:Types.format -> schema:Types.schema -> s3_config:Types.s3_config -> unit -> Types.time_series_replacements_data_source
val make_time_alignment_boundary : ?hour:Types.hour -> ?day_of_week:Types.day_of_week -> ?day_of_month:Types.day_of_month -> ?month:Types.month -> unit -> Types.time_alignment_boundary
val make_test_window_summary : ?message:Types.error_message -> ?status:Types.status -> ?test_window_end:Types.timestamp -> ?test_window_start:Types.timestamp -> unit -> Types.test_window_summary
val make_tag : value:Types.tag_value -> key:Types.tag_key -> unit -> Types.tag
val make_tag_resource_response : unit -> unit
val make_tag_resource_request : tags:Types.tags -> resource_arn:Types.arn -> unit -> Types.tag_resource_request
val make_supplementary_feature : value:Types.value -> name:Types.name -> unit -> Types.supplementary_feature
val make_stop_resource_request : resource_arn:Types.arn -> unit -> Types.stop_resource_request
val make_statistics : ?count_nan_long:Types.long -> ?count_null_long:Types.long -> ?count_distinct_long:Types.long -> ?count_long:Types.long -> ?stddev:Types.double -> ?avg:Types.double -> ?max:Types.string_ -> ?min:Types.string_ -> ?count_nan:Types.integer -> ?count_null:Types.integer -> ?count_distinct:Types.integer -> ?count:Types.integer -> unit -> Types.statistics
val make_resume_resource_request : resource_arn:Types.arn -> unit -> Types.resume_resource_request
val make_reference_predictor_summary : ?state:Types.state -> ?arn:Types.arn -> unit -> Types.reference_predictor_summary
val make_predictor_summary : ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?message:Types.error_message -> ?status:Types.status -> ?reference_predictor_summary:Types.reference_predictor_summary -> ?is_auto_predictor:Types.boolean_ -> ?dataset_group_arn:Types.arn -> ?predictor_name:Types.name -> ?predictor_arn:Types.arn -> unit -> Types.predictor_summary
val make_predictor_event : ?datetime:Types.timestamp -> ?detail:Types.detail -> unit -> Types.predictor_event
val make_monitor_data_source : ?predictor_arn:Types.arn -> ?forecast_arn:Types.arn -> ?dataset_import_job_arn:Types.arn -> unit -> Types.monitor_data_source
val make_predictor_monitor_evaluation : ?message:Types.message -> ?num_items_evaluated:Types.long -> ?metric_results:Types.metric_results -> ?monitor_data_source:Types.monitor_data_source -> ?predictor_event:Types.predictor_event -> ?window_end_datetime:Types.timestamp -> ?window_start_datetime:Types.timestamp -> ?evaluation_state:Types.evaluation_state -> ?evaluation_time:Types.timestamp -> ?monitor_arn:Types.arn -> ?resource_arn:Types.arn -> unit -> Types.predictor_monitor_evaluation
val make_predictor_execution : ?test_windows:Types.test_window_details -> ?algorithm_arn:Types.arn -> unit -> Types.predictor_execution
val make_predictor_execution_details : ?predictor_executions:Types.predictor_executions -> unit -> Types.predictor_execution_details
val make_baseline_metric : ?value:Types.double -> ?name:Types.name -> unit -> Types.baseline_metric
val make_predictor_baseline : ?baseline_metrics:Types.baseline_metrics -> unit -> Types.predictor_baseline
val make_predictor_backtest_export_job_summary : ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?message:Types.error_message -> ?status:Types.status -> ?destination:Types.data_destination -> ?predictor_backtest_export_job_name:Types.name -> ?predictor_backtest_export_job_arn:Types.arn -> unit -> Types.predictor_backtest_export_job_summary
val make_categorical_parameter_range : values:Types.values -> name:Types.name -> unit -> Types.categorical_parameter_range
val make_continuous_parameter_range : ?scaling_type:Types.scaling_type -> min_value:Types.double -> max_value:Types.double -> name:Types.name -> unit -> Types.continuous_parameter_range
val make_integer_parameter_range : ?scaling_type:Types.scaling_type -> min_value:Types.integer -> max_value:Types.integer -> name:Types.name -> unit -> Types.integer_parameter_range
val make_parameter_ranges : ?integer_parameter_ranges:Types.integer_parameter_ranges -> ?continuous_parameter_ranges:Types.continuous_parameter_ranges -> ?categorical_parameter_ranges:Types.categorical_parameter_ranges -> unit -> Types.parameter_ranges
val make_monitor_summary : ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?status:Types.status -> ?resource_arn:Types.arn -> ?monitor_name:Types.name -> ?monitor_arn:Types.arn -> unit -> Types.monitor_summary
val make_monitor_info : ?status:Types.status -> ?monitor_arn:Types.arn -> unit -> Types.monitor_info
val make_monitor_config : monitor_name:Types.name -> unit -> Types.monitor_config
val make_list_what_if_forecasts_response : ?next_token:Types.next_token -> ?what_if_forecasts:Types.what_if_forecasts -> unit -> Types.list_what_if_forecasts_response
val make_filter : condition:Types.filter_condition_string -> value:Types.arn -> key:Types.string_ -> unit -> Types.filter
val make_list_what_if_forecasts_request : ?filters:Types.filters -> ?max_results:Types.max_results -> ?next_token:Types.next_token -> unit -> Types.list_what_if_forecasts_request
val make_list_what_if_forecast_exports_response : ?next_token:Types.next_token -> ?what_if_forecast_exports:Types.what_if_forecast_exports -> unit -> Types.list_what_if_forecast_exports_response
val make_list_what_if_forecast_exports_request : ?filters:Types.filters -> ?max_results:Types.max_results -> ?next_token:Types.next_token -> unit -> Types.list_what_if_forecast_exports_request
val make_list_what_if_analyses_response : ?next_token:Types.next_token -> ?what_if_analyses:Types.what_if_analyses -> unit -> Types.list_what_if_analyses_response
val make_list_what_if_analyses_request : ?filters:Types.filters -> ?max_results:Types.max_results -> ?next_token:Types.next_token -> unit -> Types.list_what_if_analyses_request
val make_list_tags_for_resource_response : ?tags:Types.tags -> unit -> Types.list_tags_for_resource_response
val make_list_tags_for_resource_request : resource_arn:Types.arn -> unit -> Types.list_tags_for_resource_request
val make_list_predictors_response : ?next_token:Types.next_token -> ?predictors:Types.predictors -> unit -> Types.list_predictors_response
val make_list_predictors_request : ?filters:Types.filters -> ?max_results:Types.max_results -> ?next_token:Types.next_token -> unit -> Types.list_predictors_request
val make_list_predictor_backtest_export_jobs_response : ?next_token:Types.next_token -> ?predictor_backtest_export_jobs:Types.predictor_backtest_export_jobs -> unit -> Types.list_predictor_backtest_export_jobs_response
val make_list_predictor_backtest_export_jobs_request : ?filters:Types.filters -> ?max_results:Types.max_results -> ?next_token:Types.next_token -> unit -> Types.list_predictor_backtest_export_jobs_request
val make_list_monitors_response : ?next_token:Types.next_token -> ?monitors:Types.monitors -> unit -> Types.list_monitors_response
val make_list_monitors_request : ?filters:Types.filters -> ?max_results:Types.max_results -> ?next_token:Types.next_token -> unit -> Types.list_monitors_request
val make_list_monitor_evaluations_response : ?predictor_monitor_evaluations:Types.predictor_monitor_evaluations -> ?next_token:Types.next_token -> unit -> Types.list_monitor_evaluations_response
val make_list_monitor_evaluations_request : ?filters:Types.filters -> ?max_results:Types.max_results -> ?next_token:Types.next_token -> monitor_arn:Types.arn -> unit -> Types.list_monitor_evaluations_request
val make_forecast_summary : ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?message:Types.error_message -> ?status:Types.status -> ?dataset_group_arn:Types.string_ -> ?created_using_auto_predictor:Types.boolean_ -> ?predictor_arn:Types.string_ -> ?forecast_name:Types.name -> ?forecast_arn:Types.arn -> unit -> Types.forecast_summary
val make_list_forecasts_response : ?next_token:Types.next_token -> ?forecasts:Types.forecasts -> unit -> Types.list_forecasts_response
val make_list_forecasts_request : ?filters:Types.filters -> ?max_results:Types.max_results -> ?next_token:Types.next_token -> unit -> Types.list_forecasts_request
val make_forecast_export_job_summary : ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?message:Types.error_message -> ?status:Types.status -> ?destination:Types.data_destination -> ?forecast_export_job_name:Types.name -> ?forecast_export_job_arn:Types.arn -> unit -> Types.forecast_export_job_summary
val make_list_forecast_export_jobs_response : ?next_token:Types.next_token -> ?forecast_export_jobs:Types.forecast_export_jobs -> unit -> Types.list_forecast_export_jobs_response
val make_list_forecast_export_jobs_request : ?filters:Types.filters -> ?max_results:Types.max_results -> ?next_token:Types.next_token -> unit -> Types.list_forecast_export_jobs_request
val make_explainability_export_summary : ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?message:Types.error_message -> ?status:Types.status -> ?destination:Types.data_destination -> ?explainability_export_name:Types.name -> ?explainability_export_arn:Types.arn -> unit -> Types.explainability_export_summary
val make_list_explainability_exports_response : ?next_token:Types.next_token -> ?explainability_exports:Types.explainability_exports -> unit -> Types.list_explainability_exports_response
val make_list_explainability_exports_request : ?filters:Types.filters -> ?max_results:Types.max_results -> ?next_token:Types.next_token -> unit -> Types.list_explainability_exports_request
val make_explainability_config : time_point_granularity:Types.time_point_granularity -> time_series_granularity:Types.time_series_granularity -> unit -> Types.explainability_config
val make_explainability_summary : ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?message:Types.message -> ?status:Types.status -> ?explainability_config:Types.explainability_config -> ?resource_arn:Types.arn -> ?explainability_name:Types.name -> ?explainability_arn:Types.arn -> unit -> Types.explainability_summary
val make_list_explainabilities_response : ?next_token:Types.next_token -> ?explainabilities:Types.explainabilities -> unit -> Types.list_explainabilities_response
val make_list_explainabilities_request : ?filters:Types.filters -> ?max_results:Types.max_results -> ?next_token:Types.next_token -> unit -> Types.list_explainabilities_request
val make_dataset_summary : ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?domain:Types.domain -> ?dataset_type:Types.dataset_type -> ?dataset_name:Types.name -> ?dataset_arn:Types.arn -> unit -> Types.dataset_summary
val make_list_datasets_response : ?next_token:Types.next_token -> ?datasets:Types.datasets -> unit -> Types.list_datasets_response
val make_list_datasets_request : ?max_results:Types.max_results -> ?next_token:Types.next_token -> unit -> Types.list_datasets_request
val make_dataset_import_job_summary : ?import_mode:Types.import_mode -> ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?message:Types.error_message -> ?status:Types.status -> ?data_source:Types.data_source -> ?dataset_import_job_name:Types.name -> ?dataset_import_job_arn:Types.arn -> unit -> Types.dataset_import_job_summary
val make_list_dataset_import_jobs_response : ?next_token:Types.next_token -> ?dataset_import_jobs:Types.dataset_import_jobs -> unit -> Types.list_dataset_import_jobs_response
val make_list_dataset_import_jobs_request : ?filters:Types.filters -> ?max_results:Types.max_results -> ?next_token:Types.next_token -> unit -> Types.list_dataset_import_jobs_request
val make_dataset_group_summary : ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?dataset_group_name:Types.name -> ?dataset_group_arn:Types.arn -> unit -> Types.dataset_group_summary
val make_list_dataset_groups_response : ?next_token:Types.next_token -> ?dataset_groups:Types.dataset_groups -> unit -> Types.list_dataset_groups_response
val make_list_dataset_groups_request : ?max_results:Types.max_results -> ?next_token:Types.next_token -> unit -> Types.list_dataset_groups_request
val make_input_data_config : ?supplementary_features:Types.supplementary_features -> dataset_group_arn:Types.arn -> unit -> Types.input_data_config
val make_hyper_parameter_tuning_job_config : ?parameter_ranges:Types.parameter_ranges -> unit -> Types.hyper_parameter_tuning_job_config
val make_get_accuracy_metrics_response : ?optimization_metric:Types.optimization_metric -> ?auto_ml_override_strategy:Types.auto_ml_override_strategy -> ?is_auto_predictor:Types.boolean_ -> ?predictor_evaluation_results:Types.predictor_evaluation_results -> unit -> Types.get_accuracy_metrics_response
val make_get_accuracy_metrics_request : predictor_arn:Types.arn -> unit -> Types.get_accuracy_metrics_request
val make_featurization_method : ?featurization_method_parameters:Types.featurization_method_parameters -> featurization_method_name:Types.featurization_method_name -> unit -> Types.featurization_method
val make_featurization : ?featurization_pipeline:Types.featurization_pipeline -> attribute_name:Types.name -> unit -> Types.featurization
val make_featurization_config : ?featurizations:Types.featurizations -> ?forecast_dimensions:Types.forecast_dimensions -> forecast_frequency:Types.frequency -> unit -> Types.featurization_config
val make_explainability_info : ?status:Types.status -> ?explainability_arn:Types.arn -> unit -> Types.explainability_info
val make_evaluation_parameters : ?back_test_window_offset:Types.integer -> ?number_of_backtest_windows:Types.integer -> unit -> Types.evaluation_parameters
val make_encryption_config : kms_key_arn:Types.kms_key_arn -> role_arn:Types.arn -> unit -> Types.encryption_config
val make_describe_what_if_forecast_response : ?forecast_types:Types.forecast_types -> ?time_series_replacements_data_source: Types.time_series_replacements_data_source -> ?time_series_transformations:Types.time_series_transformations -> ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?message:Types.error_message -> ?status:Types.string_ -> ?estimated_time_remaining_in_minutes:Types.long -> ?what_if_analysis_arn:Types.arn -> ?what_if_forecast_arn:Types.long_arn -> ?what_if_forecast_name:Types.name -> unit -> Types.describe_what_if_forecast_response
val make_describe_what_if_forecast_request : what_if_forecast_arn:Types.long_arn -> unit -> Types.describe_what_if_forecast_request
val make_describe_what_if_forecast_export_response : ?format:Types.format -> ?last_modification_time:Types.timestamp -> ?estimated_time_remaining_in_minutes:Types.long -> ?creation_time:Types.timestamp -> ?status:Types.status -> ?message:Types.message -> ?destination:Types.data_destination -> ?what_if_forecast_arns:Types.long_arn_list -> ?what_if_forecast_export_name:Types.name -> ?what_if_forecast_export_arn:Types.long_arn -> unit -> Types.describe_what_if_forecast_export_response
val make_describe_what_if_forecast_export_request : what_if_forecast_export_arn:Types.long_arn -> unit -> Types.describe_what_if_forecast_export_request
val make_describe_what_if_analysis_response : ?time_series_selector:Types.time_series_selector -> ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?message:Types.error_message -> ?status:Types.string_ -> ?estimated_time_remaining_in_minutes:Types.long -> ?forecast_arn:Types.arn -> ?what_if_analysis_arn:Types.arn -> ?what_if_analysis_name:Types.name -> unit -> Types.describe_what_if_analysis_response
val make_describe_what_if_analysis_request : what_if_analysis_arn:Types.arn -> unit -> Types.describe_what_if_analysis_request
val make_describe_predictor_response : ?optimization_metric:Types.optimization_metric -> ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?message:Types.message -> ?status:Types.status -> ?dataset_import_job_arns:Types.arn_list -> ?is_auto_predictor:Types.boolean_ -> ?estimated_time_remaining_in_minutes:Types.long -> ?predictor_execution_details:Types.predictor_execution_details -> ?encryption_config:Types.encryption_config -> ?featurization_config:Types.featurization_config -> ?input_data_config:Types.input_data_config -> ?hpo_config:Types.hyper_parameter_tuning_job_config -> ?evaluation_parameters:Types.evaluation_parameters -> ?training_parameters:Types.training_parameters -> ?perform_hp_o:Types.boolean_ -> ?auto_ml_override_strategy:Types.auto_ml_override_strategy -> ?perform_auto_m_l:Types.boolean_ -> ?forecast_types:Types.forecast_types -> ?forecast_horizon:Types.integer -> ?auto_ml_algorithm_arns:Types.arn_list -> ?algorithm_arn:Types.arn -> ?predictor_name:Types.name -> ?predictor_arn:Types.name -> unit -> Types.describe_predictor_response
val make_describe_predictor_request : predictor_arn:Types.arn -> unit -> Types.describe_predictor_request
val make_describe_predictor_backtest_export_job_response : ?format:Types.format -> ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?status:Types.status -> ?message:Types.message -> ?destination:Types.data_destination -> ?predictor_arn:Types.arn -> ?predictor_backtest_export_job_name:Types.name -> ?predictor_backtest_export_job_arn:Types.arn -> unit -> Types.describe_predictor_backtest_export_job_response
val make_describe_predictor_backtest_export_job_request : predictor_backtest_export_job_arn:Types.arn -> unit -> Types.describe_predictor_backtest_export_job_request
val make_baseline : ?predictor_baseline:Types.predictor_baseline -> unit -> Types.baseline
val make_describe_monitor_response : ?estimated_evaluation_time_remaining_in_minutes:Types.long -> ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?message:Types.message -> ?baseline:Types.baseline -> ?last_evaluation_state:Types.evaluation_state -> ?last_evaluation_time:Types.timestamp -> ?status:Types.status -> ?resource_arn:Types.arn -> ?monitor_arn:Types.arn -> ?monitor_name:Types.name -> unit -> Types.describe_monitor_response
val make_describe_monitor_request : monitor_arn:Types.arn -> unit -> Types.describe_monitor_request
val make_describe_forecast_response : ?time_series_selector:Types.time_series_selector -> ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?message:Types.error_message -> ?status:Types.string_ -> ?estimated_time_remaining_in_minutes:Types.long -> ?dataset_group_arn:Types.arn -> ?predictor_arn:Types.arn -> ?forecast_types:Types.forecast_types -> ?forecast_name:Types.name -> ?forecast_arn:Types.arn -> unit -> Types.describe_forecast_response
val make_describe_forecast_request : forecast_arn:Types.arn -> unit -> Types.describe_forecast_request
val make_describe_forecast_export_job_response : ?format:Types.format -> ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?status:Types.status -> ?message:Types.message -> ?destination:Types.data_destination -> ?forecast_arn:Types.arn -> ?forecast_export_job_name:Types.name -> ?forecast_export_job_arn:Types.arn -> unit -> Types.describe_forecast_export_job_response
val make_describe_forecast_export_job_request : forecast_export_job_arn:Types.arn -> unit -> Types.describe_forecast_export_job_request
val make_describe_explainability_response : ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?status:Types.status -> ?message:Types.message -> ?estimated_time_remaining_in_minutes:Types.long -> ?end_date_time:Types.local_date_time -> ?start_date_time:Types.local_date_time -> ?schema:Types.schema -> ?data_source:Types.data_source -> ?enable_visualization:Types.boolean_ -> ?explainability_config:Types.explainability_config -> ?resource_arn:Types.arn -> ?explainability_name:Types.name -> ?explainability_arn:Types.arn -> unit -> Types.describe_explainability_response
val make_describe_explainability_request : explainability_arn:Types.arn -> unit -> Types.describe_explainability_request
val make_describe_explainability_export_response : ?format:Types.format -> ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?status:Types.status -> ?message:Types.message -> ?destination:Types.data_destination -> ?explainability_arn:Types.arn -> ?explainability_export_name:Types.name -> ?explainability_export_arn:Types.arn -> unit -> Types.describe_explainability_export_response
val make_describe_explainability_export_request : explainability_export_arn:Types.arn -> unit -> Types.describe_explainability_export_request
val make_describe_dataset_response : ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?status:Types.status -> ?encryption_config:Types.encryption_config -> ?schema:Types.schema -> ?data_frequency:Types.frequency -> ?dataset_type:Types.dataset_type -> ?domain:Types.domain -> ?dataset_name:Types.name -> ?dataset_arn:Types.arn -> unit -> Types.describe_dataset_response
val make_describe_dataset_request : dataset_arn:Types.arn -> unit -> Types.describe_dataset_request
val make_describe_dataset_import_job_response : ?import_mode:Types.import_mode -> ?format:Types.format -> ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?message:Types.message -> ?status:Types.status -> ?data_size:Types.double -> ?field_statistics:Types.field_statistics -> ?estimated_time_remaining_in_minutes:Types.long -> ?data_source:Types.data_source -> ?geolocation_format:Types.geolocation_format -> ?use_geolocation_for_time_zone:Types.use_geolocation_for_time_zone -> ?time_zone:Types.time_zone -> ?timestamp_format:Types.timestamp_format -> ?dataset_arn:Types.arn -> ?dataset_import_job_arn:Types.arn -> ?dataset_import_job_name:Types.name -> unit -> Types.describe_dataset_import_job_response
val make_describe_dataset_import_job_request : dataset_import_job_arn:Types.arn -> unit -> Types.describe_dataset_import_job_request
val make_describe_dataset_group_response : ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?status:Types.status -> ?domain:Types.domain -> ?dataset_arns:Types.arn_list -> ?dataset_group_arn:Types.arn -> ?dataset_group_name:Types.name -> unit -> Types.describe_dataset_group_response
val make_describe_dataset_group_request : dataset_group_arn:Types.arn -> unit -> Types.describe_dataset_group_request
val make_attribute_config : transformations:Types.transformations -> attribute_name:Types.name -> unit -> Types.attribute_config
val make_additional_dataset : ?configuration:Types.configuration -> name:Types.name -> unit -> Types.additional_dataset
val make_data_config : ?additional_datasets:Types.additional_datasets -> ?attribute_configs:Types.attribute_configs -> dataset_group_arn:Types.arn -> unit -> Types.data_config
val make_describe_auto_predictor_response : ?time_alignment_boundary:Types.time_alignment_boundary -> ?monitor_info:Types.monitor_info -> ?explainability_info:Types.explainability_info -> ?optimization_metric:Types.optimization_metric -> ?last_modification_time:Types.timestamp -> ?creation_time:Types.timestamp -> ?message:Types.message -> ?status:Types.status -> ?estimated_time_remaining_in_minutes:Types.long -> ?reference_predictor_summary:Types.reference_predictor_summary -> ?encryption_config:Types.encryption_config -> ?data_config:Types.data_config -> ?dataset_import_job_arns:Types.arn_list -> ?forecast_dimensions:Types.forecast_dimensions -> ?forecast_frequency:Types.frequency -> ?forecast_types:Types.forecast_types -> ?forecast_horizon:Types.integer -> ?predictor_name:Types.name -> ?predictor_arn:Types.arn -> unit -> Types.describe_auto_predictor_response
val make_describe_auto_predictor_request : predictor_arn:Types.arn -> unit -> Types.describe_auto_predictor_request
val make_delete_what_if_forecast_request : what_if_forecast_arn:Types.long_arn -> unit -> Types.delete_what_if_forecast_request
val make_delete_what_if_forecast_export_request : what_if_forecast_export_arn:Types.long_arn -> unit -> Types.delete_what_if_forecast_export_request
val make_delete_what_if_analysis_request : what_if_analysis_arn:Types.arn -> unit -> Types.delete_what_if_analysis_request
val make_delete_resource_tree_request : resource_arn:Types.arn -> unit -> Types.delete_resource_tree_request
val make_delete_predictor_request : predictor_arn:Types.arn -> unit -> Types.delete_predictor_request
val make_delete_predictor_backtest_export_job_request : predictor_backtest_export_job_arn:Types.arn -> unit -> Types.delete_predictor_backtest_export_job_request
val make_delete_monitor_request : monitor_arn:Types.arn -> unit -> Types.delete_monitor_request
val make_delete_forecast_request : forecast_arn:Types.arn -> unit -> Types.delete_forecast_request
val make_delete_forecast_export_job_request : forecast_export_job_arn:Types.arn -> unit -> Types.delete_forecast_export_job_request
val make_delete_explainability_request : explainability_arn:Types.arn -> unit -> Types.delete_explainability_request
val make_delete_explainability_export_request : explainability_export_arn:Types.arn -> unit -> Types.delete_explainability_export_request
val make_delete_dataset_request : dataset_arn:Types.arn -> unit -> Types.delete_dataset_request
val make_delete_dataset_import_job_request : dataset_import_job_arn:Types.arn -> unit -> Types.delete_dataset_import_job_request
val make_delete_dataset_group_request : dataset_group_arn:Types.arn -> unit -> Types.delete_dataset_group_request
val make_create_what_if_forecast_response : ?what_if_forecast_arn:Types.long_arn -> unit -> Types.create_what_if_forecast_response
val make_create_what_if_forecast_request : ?tags:Types.tags -> ?time_series_replacements_data_source: Types.time_series_replacements_data_source -> ?time_series_transformations:Types.time_series_transformations -> what_if_analysis_arn:Types.arn -> what_if_forecast_name:Types.name -> unit -> Types.create_what_if_forecast_request
val make_create_what_if_forecast_export_response : ?what_if_forecast_export_arn:Types.long_arn -> unit -> Types.create_what_if_forecast_export_response
val make_create_what_if_forecast_export_request : ?format:Types.format -> ?tags:Types.tags -> destination:Types.data_destination -> what_if_forecast_arns:Types.what_if_forecast_arn_list_for_export -> what_if_forecast_export_name:Types.name -> unit -> Types.create_what_if_forecast_export_request
val make_create_what_if_analysis_response : ?what_if_analysis_arn:Types.arn -> unit -> Types.create_what_if_analysis_response
val make_create_what_if_analysis_request : ?tags:Types.tags -> ?time_series_selector:Types.time_series_selector -> forecast_arn:Types.arn -> what_if_analysis_name:Types.name -> unit -> Types.create_what_if_analysis_request
val make_create_predictor_response : ?predictor_arn:Types.arn -> unit -> Types.create_predictor_response
val make_create_predictor_request : ?optimization_metric:Types.optimization_metric -> ?tags:Types.tags -> ?encryption_config:Types.encryption_config -> ?hpo_config:Types.hyper_parameter_tuning_job_config -> ?evaluation_parameters:Types.evaluation_parameters -> ?training_parameters:Types.training_parameters -> ?perform_hp_o:Types.boolean_ -> ?auto_ml_override_strategy:Types.auto_ml_override_strategy -> ?perform_auto_m_l:Types.boolean_ -> ?forecast_types:Types.forecast_types -> ?algorithm_arn:Types.arn -> featurization_config:Types.featurization_config -> input_data_config:Types.input_data_config -> forecast_horizon:Types.integer -> predictor_name:Types.name -> unit -> Types.create_predictor_request
val make_create_predictor_backtest_export_job_response : ?predictor_backtest_export_job_arn:Types.arn -> unit -> Types.create_predictor_backtest_export_job_response
val make_create_predictor_backtest_export_job_request : ?format:Types.format -> ?tags:Types.tags -> destination:Types.data_destination -> predictor_arn:Types.arn -> predictor_backtest_export_job_name:Types.name -> unit -> Types.create_predictor_backtest_export_job_request
val make_create_monitor_response : ?monitor_arn:Types.arn -> unit -> Types.create_monitor_response
val make_create_monitor_request : ?tags:Types.tags -> resource_arn:Types.arn -> monitor_name:Types.name -> unit -> Types.create_monitor_request
val make_create_forecast_response : ?forecast_arn:Types.arn -> unit -> Types.create_forecast_response
val make_create_forecast_request : ?time_series_selector:Types.time_series_selector -> ?tags:Types.tags -> ?forecast_types:Types.forecast_types -> predictor_arn:Types.arn -> forecast_name:Types.name -> unit -> Types.create_forecast_request
val make_create_forecast_export_job_response : ?forecast_export_job_arn:Types.arn -> unit -> Types.create_forecast_export_job_response
val make_create_forecast_export_job_request : ?format:Types.format -> ?tags:Types.tags -> destination:Types.data_destination -> forecast_arn:Types.arn -> forecast_export_job_name:Types.name -> unit -> Types.create_forecast_export_job_request
val make_create_explainability_response : ?explainability_arn:Types.arn -> unit -> Types.create_explainability_response
val make_create_explainability_request : ?tags:Types.tags -> ?end_date_time:Types.local_date_time -> ?start_date_time:Types.local_date_time -> ?enable_visualization:Types.boolean_ -> ?schema:Types.schema -> ?data_source:Types.data_source -> explainability_config:Types.explainability_config -> resource_arn:Types.arn -> explainability_name:Types.name -> unit -> Types.create_explainability_request
val make_create_explainability_export_response : ?explainability_export_arn:Types.arn -> unit -> Types.create_explainability_export_response
val make_create_explainability_export_request : ?format:Types.format -> ?tags:Types.tags -> destination:Types.data_destination -> explainability_arn:Types.arn -> explainability_export_name:Types.name -> unit -> Types.create_explainability_export_request
val make_create_dataset_response : ?dataset_arn:Types.arn -> unit -> Types.create_dataset_response
val make_create_dataset_request : ?tags:Types.tags -> ?encryption_config:Types.encryption_config -> ?data_frequency:Types.frequency -> schema:Types.schema -> dataset_type:Types.dataset_type -> domain:Types.domain -> dataset_name:Types.name -> unit -> Types.create_dataset_request
val make_create_dataset_import_job_response : ?dataset_import_job_arn:Types.arn -> unit -> Types.create_dataset_import_job_response
val make_create_dataset_import_job_request : ?import_mode:Types.import_mode -> ?format:Types.format -> ?tags:Types.tags -> ?geolocation_format:Types.geolocation_format -> ?use_geolocation_for_time_zone:Types.use_geolocation_for_time_zone -> ?time_zone:Types.time_zone -> ?timestamp_format:Types.timestamp_format -> data_source:Types.data_source -> dataset_arn:Types.arn -> dataset_import_job_name:Types.name -> unit -> Types.create_dataset_import_job_request
val make_create_dataset_group_response : ?dataset_group_arn:Types.arn -> unit -> Types.create_dataset_group_response
val make_create_dataset_group_request : ?tags:Types.tags -> ?dataset_arns:Types.arn_list -> domain:Types.domain -> dataset_group_name:Types.name -> unit -> Types.create_dataset_group_request
val make_create_auto_predictor_response : ?predictor_arn:Types.arn -> unit -> Types.create_auto_predictor_response
val make_create_auto_predictor_request : ?time_alignment_boundary:Types.time_alignment_boundary -> ?monitor_config:Types.monitor_config -> ?tags:Types.tags -> ?explain_predictor:Types.boolean_ -> ?optimization_metric:Types.optimization_metric -> ?reference_predictor_arn:Types.arn -> ?encryption_config:Types.encryption_config -> ?data_config:Types.data_config -> ?forecast_frequency:Types.frequency -> ?forecast_dimensions:Types.forecast_dimensions -> ?forecast_types:Types.forecast_types -> ?forecast_horizon:Types.integer -> predictor_name:Types.name -> unit -> Types.create_auto_predictor_request

Operations

module CreateAutoPredictor : sig ... end

Creates an Amazon Forecast predictor.

module CreateDataset : sig ... end

Creates an Amazon Forecast dataset. The information about the dataset that you provide helps Forecast understand how to consume the data for model training. This includes the following:

module CreateDatasetGroup : sig ... end

Creates a dataset group, which holds a collection of related datasets. You can add datasets to the dataset group when you create the dataset group, or later by using the UpdateDatasetGroup operation.

module CreateDatasetImportJob : sig ... end

Imports your training data to an Amazon Forecast dataset. You provide the location of your training data in an Amazon Simple Storage Service (Amazon S3) bucket and the Amazon Resource Name (ARN) of the dataset that you want to import the data to.

module CreateExplainability : sig ... end

Explainability is only available for Forecasts and Predictors generated from an AutoPredictor (CreateAutoPredictor)

module CreateExplainabilityExport : sig ... end

Exports an Explainability resource created by the CreateExplainability operation. Exported files are exported to an Amazon Simple Storage Service (Amazon S3) bucket.

module CreateForecast : sig ... end

Creates a forecast for each item in the TARGET_TIME_SERIES dataset that was used to train the predictor. This is known as inference. To retrieve the forecast for a single item at low latency, use the operation. To export the complete forecast into your Amazon Simple Storage Service (Amazon S3) bucket, use the CreateForecastExportJob operation.

module CreateForecastExportJob : sig ... end

Exports a forecast created by the CreateForecast operation to your Amazon Simple Storage Service (Amazon S3) bucket. The forecast file name will match the following conventions:

module CreateMonitor : sig ... end

Creates a predictor monitor resource for an existing auto predictor. Predictor monitoring allows you to see how your predictor's performance changes over time. For more information, see Predictor Monitoring.

module CreatePredictor : sig ... end

This operation creates a legacy predictor that does not include all the predictor functionalities provided by Amazon Forecast. To create a predictor that is compatible with all aspects of Forecast, use CreateAutoPredictor.

Exports backtest forecasts and accuracy metrics generated by the CreateAutoPredictor or CreatePredictor operations. Two folders containing CSV or Parquet files are exported to your specified S3 bucket.

module CreateWhatIfAnalysis : sig ... end

What-if analysis is a scenario modeling technique where you make a hypothetical change to a time series and compare the forecasts generated by these changes against the baseline, unchanged time series. It is important to remember that the purpose of a what-if analysis is to understand how a forecast can change given different modifications to the baseline time series.

module CreateWhatIfForecast : sig ... end

A what-if forecast is a forecast that is created from a modified version of the baseline forecast. Each what-if forecast incorporates either a replacement dataset or a set of transformations to the original dataset.

module CreateWhatIfForecastExport : sig ... end

Exports a forecast created by the CreateWhatIfForecast operation to your Amazon Simple Storage Service (Amazon S3) bucket. The forecast file name will match the following conventions:

module DeleteDataset : sig ... end

Deletes an Amazon Forecast dataset that was created using the CreateDataset operation. You can only delete datasets that have a status of ACTIVE or CREATE_FAILED. To get the status use the DescribeDataset operation.

module DeleteDatasetGroup : sig ... end

Deletes a dataset group created using the CreateDatasetGroup operation. You can only delete dataset groups that have a status of ACTIVE, CREATE_FAILED, or UPDATE_FAILED. To get the status, use the DescribeDatasetGroup operation.

module DeleteDatasetImportJob : sig ... end

Deletes a dataset import job created using the CreateDatasetImportJob operation. You can delete only dataset import jobs that have a status of ACTIVE or CREATE_FAILED. To get the status, use the DescribeDatasetImportJob operation.

module DeleteExplainability : sig ... end

Deletes an Explainability resource.

module DeleteExplainabilityExport : sig ... end

Deletes an Explainability export.

module DeleteForecast : sig ... end

Deletes a forecast created using the CreateForecast operation. You can delete only forecasts that have a status of ACTIVE or CREATE_FAILED. To get the status, use the DescribeForecast operation.

module DeleteForecastExportJob : sig ... end

Deletes a forecast export job created using the CreateForecastExportJob operation. You can delete only export jobs that have a status of ACTIVE or CREATE_FAILED. To get the status, use the DescribeForecastExportJob operation.

module DeleteMonitor : sig ... end

Deletes a monitor resource. You can only delete a monitor resource with a status of ACTIVE, ACTIVE_STOPPED, CREATE_FAILED, or CREATE_STOPPED.

module DeletePredictor : sig ... end

Deletes a predictor created using the DescribePredictor or CreatePredictor operations. You can delete only predictor that have a status of ACTIVE or CREATE_FAILED. To get the status, use the DescribePredictor operation.

Deletes a predictor backtest export job.

module DeleteResourceTree : sig ... end

Deletes an entire resource tree. This operation will delete the parent resource and its child resources.

module DeleteWhatIfAnalysis : sig ... end

Deletes a what-if analysis created using the CreateWhatIfAnalysis operation. You can delete only what-if analyses that have a status of ACTIVE or CREATE_FAILED. To get the status, use the DescribeWhatIfAnalysis operation.

module DeleteWhatIfForecast : sig ... end

Deletes a what-if forecast created using the CreateWhatIfForecast operation. You can delete only what-if forecasts that have a status of ACTIVE or CREATE_FAILED. To get the status, use the DescribeWhatIfForecast operation.

module DeleteWhatIfForecastExport : sig ... end

Deletes a what-if forecast export created using the CreateWhatIfForecastExport operation. You can delete only what-if forecast exports that have a status of ACTIVE or CREATE_FAILED. To get the status, use the DescribeWhatIfForecastExport operation.

module DescribeAutoPredictor : sig ... end

Describes a predictor created using the CreateAutoPredictor operation.

module DescribeDataset : sig ... end

Describes an Amazon Forecast dataset created using the CreateDataset operation.

module DescribeDatasetGroup : sig ... end

Describes a dataset group created using the CreateDatasetGroup operation.

module DescribeDatasetImportJob : sig ... end

Describes a dataset import job created using the CreateDatasetImportJob operation.

module DescribeExplainability : sig ... end

Describes an Explainability resource created using the CreateExplainability operation.

module DescribeExplainabilityExport : sig ... end

Describes an Explainability export created using the CreateExplainabilityExport operation.

module DescribeForecast : sig ... end

Describes a forecast created using the CreateForecast operation.

module DescribeForecastExportJob : sig ... end

Describes a forecast export job created using the CreateForecastExportJob operation.

module DescribeMonitor : sig ... end

Describes a monitor resource. In addition to listing the properties provided in the CreateMonitor request, this operation lists the following properties:

module DescribePredictor : sig ... end

This operation is only valid for legacy predictors created with CreatePredictor. If you are not using a legacy predictor, use DescribeAutoPredictor.

Describes a predictor backtest export job created using the CreatePredictorBacktestExportJob operation.

module DescribeWhatIfAnalysis : sig ... end

Describes the what-if analysis created using the CreateWhatIfAnalysis operation.

module DescribeWhatIfForecast : sig ... end

Describes the what-if forecast created using the CreateWhatIfForecast operation.

module DescribeWhatIfForecastExport : sig ... end

Describes the what-if forecast export created using the CreateWhatIfForecastExport operation.

module GetAccuracyMetrics : sig ... end

Provides metrics on the accuracy of the models that were trained by the CreatePredictor operation. Use metrics to see how well the model performed and to decide whether to use the predictor to generate a forecast. For more information, see Predictor Metrics.

module ListDatasetGroups : sig ... end

Returns a list of dataset groups created using the CreateDatasetGroup operation. For each dataset group, this operation returns a summary of its properties, including its Amazon Resource Name (ARN). You can retrieve the complete set of properties by using the dataset group ARN with the DescribeDatasetGroup operation.

module ListDatasetImportJobs : sig ... end

Returns a list of dataset import jobs created using the CreateDatasetImportJob operation. For each import job, this operation returns a summary of its properties, including its Amazon Resource Name (ARN). You can retrieve the complete set of properties by using the ARN with the DescribeDatasetImportJob operation. You can filter the list by providing an array of Filter objects.

module ListDatasets : sig ... end

Returns a list of datasets created using the CreateDataset operation. For each dataset, a summary of its properties, including its Amazon Resource Name (ARN), is returned. To retrieve the complete set of properties, use the ARN with the DescribeDataset operation.

module ListExplainabilities : sig ... end

Returns a list of Explainability resources created using the CreateExplainability operation. This operation returns a summary for each Explainability. You can filter the list using an array of Filter objects.

module ListExplainabilityExports : sig ... end

Returns a list of Explainability exports created using the CreateExplainabilityExport operation. This operation returns a summary for each Explainability export. You can filter the list using an array of Filter objects.

module ListForecastExportJobs : sig ... end

Returns a list of forecast export jobs created using the CreateForecastExportJob operation. For each forecast export job, this operation returns a summary of its properties, including its Amazon Resource Name (ARN). To retrieve the complete set of properties, use the ARN with the DescribeForecastExportJob operation. You can filter the list using an array of Filter objects.

module ListForecasts : sig ... end

Returns a list of forecasts created using the CreateForecast operation. For each forecast, this operation returns a summary of its properties, including its Amazon Resource Name (ARN). To retrieve the complete set of properties, specify the ARN with the DescribeForecast operation. You can filter the list using an array of Filter objects.

module ListMonitorEvaluations : sig ... end

Returns a list of the monitoring evaluation results and predictor events collected by the monitor resource during different windows of time.

module ListMonitors : sig ... end

Returns a list of monitors created with the CreateMonitor operation and CreateAutoPredictor operation. For each monitor resource, this operation returns of a summary of its properties, including its Amazon Resource Name (ARN). You can retrieve a complete set of properties of a monitor resource by specify the monitor's ARN in the DescribeMonitor operation.

module ListPredictorBacktestExportJobs : sig ... end

Returns a list of predictor backtest export jobs created using the CreatePredictorBacktestExportJob operation. This operation returns a summary for each backtest export job. You can filter the list using an array of Filter objects.

module ListPredictors : sig ... end

Returns a list of predictors created using the CreateAutoPredictor or CreatePredictor operations. For each predictor, this operation returns a summary of its properties, including its Amazon Resource Name (ARN).

module ListTagsForResource : sig ... end

Lists the tags for an Amazon Forecast resource.

module ListWhatIfAnalyses : sig ... end

Returns a list of what-if analyses created using the CreateWhatIfAnalysis operation. For each what-if analysis, this operation returns a summary of its properties, including its Amazon Resource Name (ARN). You can retrieve the complete set of properties by using the what-if analysis ARN with the DescribeWhatIfAnalysis operation.

module ListWhatIfForecastExports : sig ... end

Returns a list of what-if forecast exports created using the CreateWhatIfForecastExport operation. For each what-if forecast export, this operation returns a summary of its properties, including its Amazon Resource Name (ARN). You can retrieve the complete set of properties by using the what-if forecast export ARN with the DescribeWhatIfForecastExport operation.

module ListWhatIfForecasts : sig ... end

Returns a list of what-if forecasts created using the CreateWhatIfForecast operation. For each what-if forecast, this operation returns a summary of its properties, including its Amazon Resource Name (ARN). You can retrieve the complete set of properties by using the what-if forecast ARN with the DescribeWhatIfForecast operation.

module ResumeResource : sig ... end

Resumes a stopped monitor resource.

module StopResource : sig ... end

Stops a resource.

module TagResource : sig ... end

Associates the specified tags to a resource with the specified resourceArn. If existing tags on a resource are not specified in the request parameters, they are not changed. When a resource is deleted, the tags associated with that resource are also deleted.

module UntagResource : sig ... end

Deletes the specified tags from a resource.

module UpdateDatasetGroup : sig ... end
module Json_serializers : sig ... end
module Json_deserializers : sig ... end