1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
// Code generated by software.amazon.smithy.rust.codegen.smithy-rs. DO NOT EDIT.
#[derive(Debug)]
pub(crate) struct Handle {
    pub(crate) conf: crate::Config,
    #[allow(dead_code)] // unused when a service does not provide any operations
    pub(crate) runtime_plugins: ::aws_smithy_runtime_api::client::runtime_plugin::RuntimePlugins,
}

/// Client for Amazon SageMaker Service
///
/// Client for invoking operations on Amazon SageMaker Service. Each operation on Amazon SageMaker Service is a method on this
/// this struct. `.send()` MUST be invoked on the generated operations to dispatch the request to the service.
/// ## Constructing a `Client`
///
/// A [`Config`] is required to construct a client. For most use cases, the [`aws-config`]
/// crate should be used to automatically resolve this config using
/// [`aws_config::load_from_env()`], since this will resolve an [`SdkConfig`] which can be shared
/// across multiple different AWS SDK clients. This config resolution process can be customized
/// by calling [`aws_config::from_env()`] instead, which returns a [`ConfigLoader`] that uses
/// the [builder pattern] to customize the default config.
///
/// In the simplest case, creating a client looks as follows:
/// ```rust,no_run
/// # async fn wrapper() {
/// let config = aws_config::load_from_env().await;
/// let client = aws_sdk_sagemaker::Client::new(&config);
/// # }
/// ```
///
/// Occasionally, SDKs may have additional service-specific that can be set on the [`Config`] that
/// is absent from [`SdkConfig`], or slightly different settings for a specific client may be desired.
/// The [`Config`] struct implements `From<&SdkConfig>`, so setting these specific settings can be
/// done as follows:
///
/// ```rust,no_run
/// # async fn wrapper() {
/// let sdk_config = ::aws_config::load_from_env().await;
/// let config = aws_sdk_sagemaker::config::Builder::from(&sdk_config)
/// # /*
///     .some_service_specific_setting("value")
/// # */
///     .build();
/// # }
/// ```
///
/// See the [`aws-config` docs] and [`Config`] for more information on customizing configuration.
///
/// _Note:_ Client construction is expensive due to connection thread pool initialization, and should
/// be done once at application start-up.
///
/// [`Config`]: crate::Config
/// [`ConfigLoader`]: https://docs.rs/aws-config/*/aws_config/struct.ConfigLoader.html
/// [`SdkConfig`]: https://docs.rs/aws-config/*/aws_config/struct.SdkConfig.html
/// [`aws-config` docs]: https://docs.rs/aws-config/*
/// [`aws-config`]: https://crates.io/crates/aws-config
/// [`aws_config::from_env()`]: https://docs.rs/aws-config/*/aws_config/fn.from_env.html
/// [`aws_config::load_from_env()`]: https://docs.rs/aws-config/*/aws_config/fn.load_from_env.html
/// [builder pattern]: https://rust-lang.github.io/api-guidelines/type-safety.html#builders-enable-construction-of-complex-values-c-builder
/// # Using the `Client`
///
/// A client has a function for every operation that can be performed by the service.
/// For example, the [`AddAssociation`](crate::operation::add_association) operation has
/// a [`Client::add_association`], function which returns a builder for that operation.
/// The fluent builder ultimately has a `send()` function that returns an async future that
/// returns a result, as illustrated below:
///
/// ```rust,ignore
/// let result = client.add_association()
///     .source_arn("example")
///     .send()
///     .await;
/// ```
///
/// The underlying HTTP requests that get made by this can be modified with the `customize_operation`
/// function on the fluent builder. See the [`customize`](crate::client::customize) module for more
/// information.
#[derive(::std::clone::Clone, ::std::fmt::Debug)]
pub struct Client {
    handle: ::std::sync::Arc<Handle>,
}

impl Client {
    /// Creates a new client from the service [`Config`](crate::Config).
    ///
    /// # Panics
    ///
    /// This method will panic in the following cases:
    ///
    /// - Retries or timeouts are enabled without a `sleep_impl` configured.
    /// - Identity caching is enabled without a `sleep_impl` and `time_source` configured.
    /// - No `behavior_version` is provided.
    ///
    /// The panic message for each of these will have instructions on how to resolve them.
    #[track_caller]
    pub fn from_conf(conf: crate::Config) -> Self {
        let handle = Handle {
            conf: conf.clone(),
            runtime_plugins: crate::config::base_client_runtime_plugins(conf),
        };
        if let Err(err) = Self::validate_config(&handle) {
            panic!("Invalid client configuration: {err}");
        }
        Self {
            handle: ::std::sync::Arc::new(handle),
        }
    }

    /// Returns the client's configuration.
    pub fn config(&self) -> &crate::Config {
        &self.handle.conf
    }

    fn validate_config(handle: &Handle) -> Result<(), ::aws_smithy_runtime_api::box_error::BoxError> {
        let mut cfg = ::aws_smithy_types::config_bag::ConfigBag::base();
        handle
            .runtime_plugins
            .apply_client_configuration(&mut cfg)?
            .validate_base_client_config(&cfg)?;
        Ok(())
    }
}

impl Client {
    /// Creates a new client from an [SDK Config](::aws_types::sdk_config::SdkConfig).
    ///
    /// # Panics
    ///
    /// - This method will panic if the `sdk_config` is missing an async sleep implementation. If you experience this panic, set
    ///     the `sleep_impl` on the Config passed into this function to fix it.
    /// - This method will panic if the `sdk_config` is missing an HTTP connector. If you experience this panic, set the
    ///     `http_connector` on the Config passed into this function to fix it.
    /// - This method will panic if no `BehaviorVersion` is provided. If you experience this panic, set `behavior_version` on the Config or enable the `behavior-version-latest` Cargo feature.
    #[track_caller]
    pub fn new(sdk_config: &::aws_types::sdk_config::SdkConfig) -> Self {
        Self::from_conf(sdk_config.into())
    }
}

mod add_association;

mod add_tags;

mod associate_trial_component;

mod batch_describe_model_package;

mod create_action;

mod create_algorithm;

mod create_app;

mod create_app_image_config;

mod create_artifact;

mod create_auto_ml_job;

mod create_auto_ml_job_v2;

mod create_cluster;

mod create_code_repository;

mod create_compilation_job;

mod create_context;

mod create_data_quality_job_definition;

mod create_device_fleet;

mod create_domain;

mod create_edge_deployment_plan;

mod create_edge_deployment_stage;

mod create_edge_packaging_job;

mod create_endpoint;

mod create_endpoint_config;

mod create_experiment;

mod create_feature_group;

mod create_flow_definition;

mod create_hub;

mod create_human_task_ui;

mod create_hyper_parameter_tuning_job;

mod create_image;

mod create_image_version;

mod create_inference_component;

mod create_inference_experiment;

mod create_inference_recommendations_job;

mod create_labeling_job;

mod create_model;

mod create_model_bias_job_definition;

mod create_model_card;

mod create_model_card_export_job;

mod create_model_explainability_job_definition;

mod create_model_package;

mod create_model_package_group;

mod create_model_quality_job_definition;

mod create_monitoring_schedule;

mod create_notebook_instance;

mod create_notebook_instance_lifecycle_config;

mod create_pipeline;

mod create_presigned_domain_url;

mod create_presigned_notebook_instance_url;

mod create_processing_job;

mod create_project;

mod create_space;

mod create_studio_lifecycle_config;

mod create_training_job;

mod create_transform_job;

mod create_trial;

mod create_trial_component;

mod create_user_profile;

mod create_workforce;

mod create_workteam;

/// Operation customization and supporting types.
///
/// The underlying HTTP requests made during an operation can be customized
/// by calling the `customize()` method on the builder returned from a client
/// operation call. For example, this can be used to add an additional HTTP header:
///
/// ```ignore
/// # async fn wrapper() -> ::std::result::Result<(), aws_sdk_sagemaker::Error> {
/// # let client: aws_sdk_sagemaker::Client = unimplemented!();
/// use ::http::header::{HeaderName, HeaderValue};
///
/// let result = client.add_association()
///     .customize()
///     .mutate_request(|req| {
///         // Add `x-example-header` with value
///         req.headers_mut()
///             .insert(
///                 HeaderName::from_static("x-example-header"),
///                 HeaderValue::from_static("1"),
///             );
///     })
///     .send()
///     .await;
/// # }
/// ```
pub mod customize;

mod delete_action;

mod delete_algorithm;

mod delete_app;

mod delete_app_image_config;

mod delete_artifact;

mod delete_association;

mod delete_cluster;

mod delete_code_repository;

mod delete_compilation_job;

mod delete_context;

mod delete_data_quality_job_definition;

mod delete_device_fleet;

mod delete_domain;

mod delete_edge_deployment_plan;

mod delete_edge_deployment_stage;

mod delete_endpoint;

mod delete_endpoint_config;

mod delete_experiment;

mod delete_feature_group;

mod delete_flow_definition;

mod delete_hub;

mod delete_hub_content;

mod delete_human_task_ui;

mod delete_image;

mod delete_image_version;

mod delete_inference_component;

mod delete_inference_experiment;

mod delete_model;

mod delete_model_bias_job_definition;

mod delete_model_card;

mod delete_model_explainability_job_definition;

mod delete_model_package;

mod delete_model_package_group;

mod delete_model_package_group_policy;

mod delete_model_quality_job_definition;

mod delete_monitoring_schedule;

mod delete_notebook_instance;

mod delete_notebook_instance_lifecycle_config;

mod delete_pipeline;

mod delete_project;

mod delete_space;

mod delete_studio_lifecycle_config;

mod delete_tags;

mod delete_trial;

mod delete_trial_component;

mod delete_user_profile;

mod delete_workforce;

mod delete_workteam;

mod deregister_devices;

mod describe_action;

mod describe_algorithm;

mod describe_app;

mod describe_app_image_config;

mod describe_artifact;

mod describe_auto_ml_job;

mod describe_auto_ml_job_v2;

mod describe_cluster;

mod describe_cluster_node;

mod describe_code_repository;

mod describe_compilation_job;

mod describe_context;

mod describe_data_quality_job_definition;

mod describe_device;

mod describe_device_fleet;

mod describe_domain;

mod describe_edge_deployment_plan;

mod describe_edge_packaging_job;

mod describe_endpoint;

mod describe_endpoint_config;

mod describe_experiment;

mod describe_feature_group;

mod describe_feature_metadata;

mod describe_flow_definition;

mod describe_hub;

mod describe_hub_content;

mod describe_human_task_ui;

mod describe_hyper_parameter_tuning_job;

mod describe_image;

mod describe_image_version;

mod describe_inference_component;

mod describe_inference_experiment;

mod describe_inference_recommendations_job;

mod describe_labeling_job;

mod describe_lineage_group;

mod describe_model;

mod describe_model_bias_job_definition;

mod describe_model_card;

mod describe_model_card_export_job;

mod describe_model_explainability_job_definition;

mod describe_model_package;

mod describe_model_package_group;

mod describe_model_quality_job_definition;

mod describe_monitoring_schedule;

mod describe_notebook_instance;

mod describe_notebook_instance_lifecycle_config;

mod describe_pipeline;

mod describe_pipeline_definition_for_execution;

mod describe_pipeline_execution;

mod describe_processing_job;

mod describe_project;

mod describe_space;

mod describe_studio_lifecycle_config;

mod describe_subscribed_workteam;

mod describe_training_job;

mod describe_transform_job;

mod describe_trial;

mod describe_trial_component;

mod describe_user_profile;

mod describe_workforce;

mod describe_workteam;

mod disable_sagemaker_servicecatalog_portfolio;

mod disassociate_trial_component;

mod enable_sagemaker_servicecatalog_portfolio;

mod get_device_fleet_report;

mod get_lineage_group_policy;

mod get_model_package_group_policy;

mod get_sagemaker_servicecatalog_portfolio_status;

mod get_scaling_configuration_recommendation;

mod get_search_suggestions;

mod import_hub_content;

mod list_actions;

mod list_algorithms;

mod list_aliases;

mod list_app_image_configs;

mod list_apps;

mod list_artifacts;

mod list_associations;

mod list_auto_ml_jobs;

mod list_candidates_for_auto_ml_job;

mod list_cluster_nodes;

mod list_clusters;

mod list_code_repositories;

mod list_compilation_jobs;

mod list_contexts;

mod list_data_quality_job_definitions;

mod list_device_fleets;

mod list_devices;

mod list_domains;

mod list_edge_deployment_plans;

mod list_edge_packaging_jobs;

mod list_endpoint_configs;

mod list_endpoints;

mod list_experiments;

mod list_feature_groups;

mod list_flow_definitions;

mod list_hub_content_versions;

mod list_hub_contents;

mod list_hubs;

mod list_human_task_uis;

mod list_hyper_parameter_tuning_jobs;

mod list_image_versions;

mod list_images;

mod list_inference_components;

mod list_inference_experiments;

mod list_inference_recommendations_job_steps;

mod list_inference_recommendations_jobs;

mod list_labeling_jobs;

mod list_labeling_jobs_for_workteam;

mod list_lineage_groups;

mod list_model_bias_job_definitions;

mod list_model_card_export_jobs;

mod list_model_card_versions;

mod list_model_cards;

mod list_model_explainability_job_definitions;

mod list_model_metadata;

mod list_model_package_groups;

mod list_model_packages;

mod list_model_quality_job_definitions;

mod list_models;

mod list_monitoring_alert_history;

mod list_monitoring_alerts;

mod list_monitoring_executions;

mod list_monitoring_schedules;

mod list_notebook_instance_lifecycle_configs;

mod list_notebook_instances;

mod list_pipeline_execution_steps;

mod list_pipeline_executions;

mod list_pipeline_parameters_for_execution;

mod list_pipelines;

mod list_processing_jobs;

mod list_projects;

mod list_resource_catalogs;

mod list_spaces;

mod list_stage_devices;

mod list_studio_lifecycle_configs;

mod list_subscribed_workteams;

mod list_tags;

mod list_training_jobs;

mod list_training_jobs_for_hyper_parameter_tuning_job;

mod list_transform_jobs;

mod list_trial_components;

mod list_trials;

mod list_user_profiles;

mod list_workforces;

mod list_workteams;

mod put_model_package_group_policy;

mod query_lineage;

mod register_devices;

mod render_ui_template;

mod retry_pipeline_execution;

mod search;

mod send_pipeline_execution_step_failure;

mod send_pipeline_execution_step_success;

mod start_edge_deployment_stage;

mod start_inference_experiment;

mod start_monitoring_schedule;

mod start_notebook_instance;

mod start_pipeline_execution;

mod stop_auto_ml_job;

mod stop_compilation_job;

mod stop_edge_deployment_stage;

mod stop_edge_packaging_job;

mod stop_hyper_parameter_tuning_job;

mod stop_inference_experiment;

mod stop_inference_recommendations_job;

mod stop_labeling_job;

mod stop_monitoring_schedule;

mod stop_notebook_instance;

mod stop_pipeline_execution;

mod stop_processing_job;

mod stop_training_job;

mod stop_transform_job;

mod update_action;

mod update_app_image_config;

mod update_artifact;

mod update_cluster;

mod update_code_repository;

mod update_context;

mod update_device_fleet;

mod update_devices;

mod update_domain;

mod update_endpoint;

mod update_endpoint_weights_and_capacities;

mod update_experiment;

mod update_feature_group;

mod update_feature_metadata;

mod update_hub;

mod update_image;

mod update_image_version;

mod update_inference_component;

mod update_inference_component_runtime_config;

mod update_inference_experiment;

mod update_model_card;

mod update_model_package;

mod update_monitoring_alert;

mod update_monitoring_schedule;

mod update_notebook_instance;

mod update_notebook_instance_lifecycle_config;

mod update_pipeline;

mod update_pipeline_execution;

mod update_project;

mod update_space;

mod update_training_job;

mod update_trial;

mod update_trial_component;

mod update_user_profile;

mod update_workforce;

mod update_workteam;