{ "uuid": "8f691e03-3928-4aad-bf31-3877f4a5f8d5", "lastMigration": 29, "name": "Amazon Personalize", "endpointPrefix": "", "latency": 0, "port": 3000, "hostname": "", "routes": [ { "uuid": "cc4955fa-e420-4c63-8e54-9f2e543bfc45", "documentation": "Creates a batch inference job. The operation can handle up to 50 million records and the input file must be in JSON format. For more information, see recommendations-batch.", "method": "post", "endpoint": "#X-Amz-Target=AmazonPersonalize.CreateBatchInferenceJob", "responses": [ { "uuid": "80ed05c4-1ff2-466c-bf0a-2577c0be764a", "body": "{\n \"batchInferenceJobArn\": \"\"\n}", "latency": 0, "statusCode": 200, "label": "Success", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": true, "crudKey": "id" }, { "uuid": "d8d7a8ef-e73f-444a-9c50-642573de4ea2", "body": "\"\"", "latency": 0, "statusCode": 480, "label": "InvalidInputException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "e4863a04-fae9-458d-bc64-1651e721eac8", "body": "\"\"", "latency": 0, "statusCode": 481, "label": "ResourceAlreadyExistsException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "06cd3af8-6cbd-49ec-ac5e-7db4681086e9", "body": "\"\"", "latency": 0, "statusCode": 482, "label": "LimitExceededException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "d92be067-e34d-4ba4-8f56-26c9b1cbc2ad", "body": "\"\"", "latency": 0, "statusCode": 483, "label": "ResourceNotFoundException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "c80fd7fe-e913-49fb-b617-f26e13918ef0", "body": "\"\"", "latency": 0, "statusCode": 484, "label": "ResourceInUseException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" } ], "enabled": true, "responseMode": null, "type": "http" }, { "uuid": "55b85371-d1bf-46d7-b4ef-05a2192dc342", "documentation": "

Creates a campaign by deploying a solution version. When a client calls the GetRecommendations and GetPersonalizedRanking APIs, a campaign is specified in the request.

Minimum Provisioned TPS and Auto-Scaling

A transaction is a single GetRecommendations or GetPersonalizedRanking call. Transactions per second (TPS) is the throughput and unit of billing for Amazon Personalize. The minimum provisioned TPS (minProvisionedTPS) specifies the baseline throughput provisioned by Amazon Personalize, and thus, the minimum billing charge.

If your TPS increases beyond minProvisionedTPS, Amazon Personalize auto-scales the provisioned capacity up and down, but never below minProvisionedTPS. There's a short time delay while the capacity is increased that might cause loss of transactions.

The actual TPS used is calculated as the average requests/second within a 5-minute window. You pay for maximum of either the minimum provisioned TPS or the actual TPS. We recommend starting with a low minProvisionedTPS, track your usage using Amazon CloudWatch metrics, and then increase the minProvisionedTPS as necessary.

Status

A campaign can be in one of the following states:

To get the campaign status, call DescribeCampaign.

Wait until the status of the campaign is ACTIVE before asking the campaign for recommendations.

Related APIs

", "method": "post", "endpoint": "#X-Amz-Target=AmazonPersonalize.CreateCampaign", "responses": [ { "uuid": "2201acf3-f43d-4645-b6d2-bc1e5bb83c9d", "body": "{\n \"campaignArn\": \"\"\n}", "latency": 0, "statusCode": 200, "label": "Success", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": true, "crudKey": "id" }, { "uuid": "50568896-8893-4978-a671-c1c7b16a59ee", "body": "\"\"", "latency": 0, "statusCode": 480, "label": "InvalidInputException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "bfe5410c-d440-4dcb-9159-4efd38b858bf", "body": "\"\"", "latency": 0, "statusCode": 481, "label": "ResourceNotFoundException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "94726b7a-5536-4327-80dc-2231a0b0a5d6", "body": "\"\"", "latency": 0, "statusCode": 482, "label": "ResourceAlreadyExistsException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "ce5b5294-3e4f-4db1-8489-183c250eed68", "body": "\"\"", "latency": 0, "statusCode": 483, "label": "LimitExceededException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "468043e5-f5ea-4380-996e-84dc8222fa9a", "body": "\"\"", "latency": 0, "statusCode": 484, "label": "ResourceInUseException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" } ], "enabled": true, "responseMode": null, "type": "http" }, { "uuid": "e85de74b-a707-4e48-874c-d5c71d8b6658", "documentation": "

Creates an empty dataset and adds it to the specified dataset group. Use CreateDatasetImportJob to import your training data to a dataset.

There are three types of datasets:

Each dataset type has an associated schema with required field types. Only the Interactions dataset is required in order to train a model (also referred to as creating a solution).

A dataset can be in one of the following states:

To get the status of the dataset, call DescribeDataset.

Related APIs

", "method": "post", "endpoint": "#X-Amz-Target=AmazonPersonalize.CreateDataset", "responses": [ { "uuid": "7b832d57-9351-4434-8412-bc47d6cc171c", "body": "{\n \"datasetArn\": \"\"\n}", "latency": 0, "statusCode": 200, "label": "Success", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": true, "crudKey": "id" }, { "uuid": "9cf60fb8-9dc9-409b-bf0d-b2d38f4f9b60", "body": "\"\"", "latency": 0, "statusCode": 480, "label": "InvalidInputException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "e3a656c0-0fb4-4c6d-9e5d-f143ac58beb3", "body": "\"\"", "latency": 0, "statusCode": 481, "label": "ResourceNotFoundException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "38d8f845-69ca-42a6-9248-757b43bfe864", "body": "\"\"", "latency": 0, "statusCode": 482, "label": "ResourceAlreadyExistsException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "33a4da97-7249-41fa-8893-f38e70a55f99", "body": "\"\"", "latency": 0, "statusCode": 483, "label": "LimitExceededException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "03a07ef9-5a6f-49a2-810f-cbc92e0f9bcf", "body": "\"\"", "latency": 0, "statusCode": 484, "label": "ResourceInUseException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" } ], "enabled": true, "responseMode": null, "type": "http" }, { "uuid": "658ca2ff-45e5-4a5a-aa0b-2d29c9db66c6", "documentation": "

Creates a job that exports data from your dataset to an Amazon S3 bucket. To allow Amazon Personalize to export the training data, you must specify an service-linked IAM role that gives Amazon Personalize PutObject permissions for your Amazon S3 bucket. For information, see Exporting a dataset in the Amazon Personalize developer guide.

Status

A dataset export job can be in one of the following states:

To get the status of the export job, call DescribeDatasetExportJob, and specify the Amazon Resource Name (ARN) of the dataset export job. The dataset export is complete when the status shows as ACTIVE. If the status shows as CREATE FAILED, the response includes a failureReason key, which describes why the job failed.

", "method": "post", "endpoint": "#X-Amz-Target=AmazonPersonalize.CreateDatasetExportJob", "responses": [ { "uuid": "7ab92625-65e7-4470-8e00-cf95080b9272", "body": "{\n \"datasetExportJobArn\": \"\"\n}", "latency": 0, "statusCode": 200, "label": "Success", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": true, "crudKey": "id" }, { "uuid": "83af78c8-b4ae-4bb3-bb9a-4f7f18e0fc95", "body": "\"\"", "latency": 0, "statusCode": 480, "label": "InvalidInputException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "83330b40-e1eb-4980-bc1d-d5f01f41cd93", "body": "\"\"", "latency": 0, "statusCode": 481, "label": "ResourceNotFoundException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "6a7387a6-c6dc-40fd-909d-709249ec664b", "body": "\"\"", "latency": 0, "statusCode": 482, "label": "ResourceAlreadyExistsException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "f1c5bdcf-809c-4253-9cb3-b600916482da", "body": "\"\"", "latency": 0, "statusCode": 483, "label": "LimitExceededException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "ca1c96ed-e9ac-4589-8f1f-d219d55f8b05", "body": "\"\"", "latency": 0, "statusCode": 484, "label": "ResourceInUseException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" } ], "enabled": true, "responseMode": null, "type": "http" }, { "uuid": "d70812c4-a6aa-4ca9-afae-2b20c97cee32", "documentation": "

Creates an empty dataset group. A dataset group contains related datasets that supply data for training a model. A dataset group can contain at most three datasets, one for each type of dataset:

To train a model (create a solution), a dataset group that contains an Interactions dataset is required. Call CreateDataset to add a dataset to the group.

A dataset group can be in one of the following states:

To get the status of the dataset group, call DescribeDatasetGroup. If the status shows as CREATE FAILED, the response includes a failureReason key, which describes why the creation failed.

You must wait until the status of the dataset group is ACTIVE before adding a dataset to the group.

You can specify an Key Management Service (KMS) key to encrypt the datasets in the group. If you specify a KMS key, you must also include an Identity and Access Management (IAM) role that has permission to access the key.

APIs that require a dataset group ARN in the request

Related APIs

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Creates a job that imports training data from your data source (an Amazon S3 bucket) to an Amazon Personalize dataset. To allow Amazon Personalize to import the training data, you must specify an IAM service role that has permission to read from the data source, as Amazon Personalize makes a copy of your data and processes it internally. For information on granting access to your Amazon S3 bucket, see Giving Amazon Personalize Access to Amazon S3 Resources.

The dataset import job replaces any existing data in the dataset that you imported in bulk.

Status

A dataset import job can be in one of the following states:

To get the status of the import job, call DescribeDatasetImportJob, providing the Amazon Resource Name (ARN) of the dataset import job. The dataset import is complete when the status shows as ACTIVE. If the status shows as CREATE FAILED, the response includes a failureReason key, which describes why the job failed.

Importing takes time. You must wait until the status shows as ACTIVE before training a model using the dataset.

Related APIs

", "method": "post", "endpoint": "#X-Amz-Target=AmazonPersonalize.CreateDatasetImportJob", "responses": [ { "uuid": "02598350-a3de-4ea1-88db-a637adde4324", "body": "{\n \"datasetImportJobArn\": \"\"\n}", "latency": 0, "statusCode": 200, "label": "Success", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": true, "crudKey": "id" }, { "uuid": "551c0b9f-3585-4d45-9158-342cc6ebcd68", "body": "\"\"", "latency": 0, "statusCode": 480, "label": "InvalidInputException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "33306106-db73-4500-af2d-988826d36f50", "body": "\"\"", "latency": 0, "statusCode": 481, "label": "ResourceNotFoundException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "e53ab5cf-c7e9-4279-817f-cc4ce07214c6", "body": "\"\"", "latency": 0, "statusCode": 482, "label": "ResourceAlreadyExistsException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "e2a24b1f-772e-497d-93e0-d82f3a96a9ef", "body": "\"\"", "latency": 0, "statusCode": 483, "label": "LimitExceededException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "20af157d-f34b-4dd7-96b8-82cc88f15896", "body": "\"\"", "latency": 0, "statusCode": 484, "label": "ResourceInUseException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" } ], "enabled": true, "responseMode": null, "type": "http" }, { "uuid": "f29300fa-dff5-41c2-81f7-ad48a70a02ed", "documentation": "

Creates an event tracker that you use when adding event data to a specified dataset group using the PutEvents API.

Only one event tracker can be associated with a dataset group. You will get an error if you call CreateEventTracker using the same dataset group as an existing event tracker.

When you create an event tracker, the response includes a tracking ID, which you pass as a parameter when you use the PutEvents operation. Amazon Personalize then appends the event data to the Interactions dataset of the dataset group you specify in your event tracker.

The event tracker can be in one of the following states:

To get the status of the event tracker, call DescribeEventTracker.

The event tracker must be in the ACTIVE state before using the tracking ID.

Related APIs

", "method": "post", "endpoint": "#X-Amz-Target=AmazonPersonalize.CreateEventTracker", "responses": [ { "uuid": "d1e32552-0f04-4544-9a54-20946dd70414", "body": "{\n \"eventTrackerArn\": \"\",\n \"trackingId\": \"\"\n}", "latency": 0, "statusCode": 200, "label": "Success", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": true, "crudKey": "id" }, { "uuid": "35b5404f-199b-4e28-baf1-0915e358801f", "body": "\"\"", "latency": 0, "statusCode": 480, "label": "InvalidInputException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "7d8edf94-771c-42e6-aa25-613a982677f9", "body": "\"\"", "latency": 0, "statusCode": 481, "label": "ResourceAlreadyExistsException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "e48cb818-2673-456f-9a98-c26fe21b8d5a", "body": "\"\"", "latency": 0, "statusCode": 482, "label": "ResourceNotFoundException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "caa38cdd-059e-4e09-b4e0-9ee9ca59401c", "body": "\"\"", "latency": 0, "statusCode": 483, "label": "LimitExceededException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "8ba60b12-d309-4b42-8c43-c6f4228e3d38", "body": "\"\"", "latency": 0, "statusCode": 484, "label": "ResourceInUseException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" } ], "enabled": true, "responseMode": null, "type": "http" }, { "uuid": "404ab73e-f341-40bf-86b5-525945a6aabc", "documentation": "Creates a recommendation filter. For more information, see filter.", "method": "post", "endpoint": "#X-Amz-Target=AmazonPersonalize.CreateFilter", "responses": [ { "uuid": "723d11ff-b86e-4a28-9345-5c16b17eb2f4", "body": "{\n \"filterArn\": \"\"\n}", "latency": 0, "statusCode": 200, "label": "Success", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": true, "crudKey": "id" }, { "uuid": "84ee0643-9d19-4159-9fbb-2204e0b3563f", "body": "\"\"", "latency": 0, "statusCode": 480, "label": "InvalidInputException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "80d6a799-e513-4c90-b601-ea98af029b59", "body": "\"\"", "latency": 0, "statusCode": 481, "label": "ResourceAlreadyExistsException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "07732f50-c8d5-4641-875b-d6ae5ccf231e", "body": "\"\"", "latency": 0, "statusCode": 482, "label": "ResourceNotFoundException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "6044efc4-2023-4805-b186-7d5d11f8e1a5", "body": "\"\"", "latency": 0, "statusCode": 483, "label": "LimitExceededException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" } ], "enabled": true, "responseMode": null, "type": "http" }, { "uuid": "dc1b706b-924e-4c95-9c7b-69886ed7d961", "documentation": "

Creates an Amazon Personalize schema from the specified schema string. The schema you create must be in Avro JSON format.

Amazon Personalize recognizes three schema variants. Each schema is associated with a dataset type and has a set of required field and keywords. You specify a schema when you call CreateDataset.

Related APIs

", "method": "post", "endpoint": "#X-Amz-Target=AmazonPersonalize.CreateSchema", "responses": [ { "uuid": "5d44d30b-0503-4a1a-a728-5e2b058ccd3e", "body": "{\n \"schemaArn\": \"\"\n}", "latency": 0, "statusCode": 200, "label": "Success", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": true, "crudKey": "id" }, { "uuid": "2eff7062-6440-455e-b41b-b5c95f77dadd", "body": "\"\"", "latency": 0, "statusCode": 480, "label": "InvalidInputException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "7d79cc1e-e4b4-4eee-aa2d-37606871f1d6", "body": "\"\"", "latency": 0, "statusCode": 481, "label": "ResourceAlreadyExistsException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "01bdc7bd-691e-4c0f-8744-ff60718351ca", "body": "\"\"", "latency": 0, "statusCode": 482, "label": "LimitExceededException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" } ], "enabled": true, "responseMode": null, "type": "http" }, { "uuid": "69e880dd-ddf7-4bf5-9dcd-c957d84e21eb", "documentation": "

Creates the configuration for training a model. A trained model is known as a solution. After the configuration is created, you train the model (create a solution) by calling the CreateSolutionVersion operation. Every time you call CreateSolutionVersion, a new version of the solution is created.

After creating a solution version, you check its accuracy by calling GetSolutionMetrics. When you are satisfied with the version, you deploy it using CreateCampaign. The campaign provides recommendations to a client through the GetRecommendations API.

To train a model, Amazon Personalize requires training data and a recipe. The training data comes from the dataset group that you provide in the request. A recipe specifies the training algorithm and a feature transformation. You can specify one of the predefined recipes provided by Amazon Personalize. Alternatively, you can specify performAutoML and Amazon Personalize will analyze your data and select the optimum USER_PERSONALIZATION recipe for you.

Amazon Personalize doesn't support configuring the hpoObjective for solution hyperparameter optimization at this time.

Status

A solution can be in one of the following states:

To get the status of the solution, call DescribeSolution. Wait until the status shows as ACTIVE before calling CreateSolutionVersion.

Related APIs

", "method": "post", "endpoint": "#X-Amz-Target=AmazonPersonalize.CreateSolution", "responses": [ { "uuid": "f7766164-7746-48b0-bf2c-d30abd34a2fc", "body": "{\n \"solutionArn\": \"\"\n}", "latency": 0, "statusCode": 200, "label": "Success", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": true, "crudKey": "id" }, { "uuid": "ee8e3425-002d-4136-8486-d8415c7bc10c", "body": "\"\"", "latency": 0, "statusCode": 480, "label": "InvalidInputException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "a163c7a2-acb0-4fd7-b1c9-0b9f83771d6c", "body": "\"\"", "latency": 0, "statusCode": 481, "label": "ResourceAlreadyExistsException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "b9400a5e-65ba-46a6-9544-0ce1d66dbaaf", "body": "\"\"", "latency": 0, "statusCode": 482, "label": "ResourceNotFoundException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "dbb20807-ee30-457f-8b9b-a3b8cc891821", "body": "\"\"", "latency": 0, "statusCode": 483, "label": "LimitExceededException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "1f39d88a-8be1-467d-a9f1-c4a9120301ed", "body": "\"\"", "latency": 0, "statusCode": 484, "label": "ResourceInUseException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" } ], "enabled": true, "responseMode": null, "type": "http" }, { "uuid": "8ffda8c2-a0c1-4ced-b903-8df1a684ca3d", "documentation": "

Trains or retrains an active solution. A solution is created using the CreateSolution operation and must be in the ACTIVE state before calling CreateSolutionVersion. A new version of the solution is created every time you call this operation.

Status

A solution version can be in one of the following states:

To get the status of the version, call DescribeSolutionVersion. Wait until the status shows as ACTIVE before calling CreateCampaign.

If the status shows as CREATE FAILED, the response includes a failureReason key, which describes why the job failed.

Related APIs

", "method": "post", "endpoint": "#X-Amz-Target=AmazonPersonalize.CreateSolutionVersion", "responses": [ { "uuid": "9a6d87d6-541a-4a93-a22a-7b1f572a85ee", "body": "{\n \"solutionVersionArn\": \"\"\n}", "latency": 0, "statusCode": 200, "label": "Success", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": true, "crudKey": "id" }, { "uuid": "3f07a97e-3587-4cdd-856a-ec6fd9c785ff", "body": "\"\"", "latency": 0, "statusCode": 480, "label": "InvalidInputException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "a1d4434d-a383-456b-b5ce-047a95c91b71", "body": "\"\"", "latency": 0, "statusCode": 481, "label": "ResourceNotFoundException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "d005d1be-e855-4c7f-b932-6b0a0057219f", "body": "\"\"", "latency": 0, "statusCode": 482, "label": "LimitExceededException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "f0d7c8f2-fc72-4c7d-9a5a-12234361e5a5", "body": "\"\"", "latency": 0, "statusCode": 483, "label": "ResourceInUseException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" } ], "enabled": true, "responseMode": null, "type": "http" }, { "uuid": "c92ff7a1-a666-41ca-bc98-2e77e1deca61", "documentation": "Removes a campaign by deleting the solution deployment. The solution that the campaign is based on is not deleted and can be redeployed when needed. A deleted campaign can no longer be specified in a GetRecommendations request. For more information on campaigns, see CreateCampaign.", "method": "post", "endpoint": "#X-Amz-Target=AmazonPersonalize.DeleteCampaign", "responses": [ { "uuid": "503e86ae-0b97-4790-bbc5-1a1d3249c85d", "body": "", "latency": 0, "statusCode": 200, "label": "Success", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": true, "crudKey": "id" }, { "uuid": "5aae7929-fcae-4da8-a1c4-3b1779768b10", "body": "\"\"", "latency": 0, "statusCode": 480, "label": "InvalidInputException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "78f08a77-8bc3-410d-98dc-fe79f5f90f9f", "body": "\"\"", "latency": 0, "statusCode": 481, "label": "ResourceNotFoundException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "fa4e14a3-7661-4746-9003-c18d5f0766a3", "body": "\"\"", "latency": 0, "statusCode": 482, "label": "ResourceInUseException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" } ], "enabled": true, "responseMode": null, "type": "http" }, { "uuid": "c80d7f04-00cd-4e4d-83ec-2a820f4ee4b0", "documentation": "Deletes a dataset. You can't delete a dataset if an associated DatasetImportJob or SolutionVersion is in the CREATE PENDING or IN PROGRESS state. For more information on datasets, see CreateDataset.", "method": "post", "endpoint": "#X-Amz-Target=AmazonPersonalize.DeleteDataset", "responses": [ { "uuid": "5cd676ff-5cb3-4e78-9e5e-52ae5b836e7e", "body": "", "latency": 0, "statusCode": 200, "label": "Success", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": true, "crudKey": "id" }, { "uuid": "54b01a19-2b25-438e-81f7-7e8ffec30a61", "body": "\"\"", "latency": 0, "statusCode": 480, "label": "InvalidInputException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "e1127705-f3a5-43be-8fba-6ba9c51d04f7", "body": "\"\"", "latency": 0, "statusCode": 481, "label": "ResourceNotFoundException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "44cc7e8a-5774-44a0-b640-07ec98c3f10b", "body": "\"\"", "latency": 0, "statusCode": 482, "label": "ResourceInUseException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" } ], "enabled": true, "responseMode": null, "type": "http" }, { "uuid": "aa57d697-586e-4914-a2e9-537bbdfc55f9", "documentation": "

Deletes a dataset group. Before you delete a dataset group, you must delete the following:

", "method": "post", "endpoint": "#X-Amz-Target=AmazonPersonalize.DeleteDatasetGroup", "responses": [ { "uuid": "f3af6cf4-37bd-43cc-979c-2964f06a4edf", "body": "", "latency": 0, "statusCode": 200, "label": "Success", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": true, "crudKey": "id" }, { "uuid": "7945306b-3887-4c39-b6f3-746c056259a9", "body": "\"\"", "latency": 0, "statusCode": 480, "label": "InvalidInputException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "aa980283-9c94-4a4b-b66d-bfa1636393cb", "body": "\"\"", "latency": 0, "statusCode": 481, "label": "ResourceNotFoundException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "20e633b4-8287-4ee0-a23b-f40e46a66e63", "body": "\"\"", "latency": 0, "statusCode": 482, "label": "ResourceInUseException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" } ], "enabled": true, "responseMode": null, "type": "http" }, { "uuid": "80f079f6-42a3-4df0-b3aa-80e8291f229a", "documentation": "Deletes the event tracker. Does not delete the event-interactions dataset from the associated dataset group. 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Describes the given campaign, including its status.

A campaign can be in one of the following states:

When the status is CREATE FAILED, the response includes the failureReason key, which describes why.

For more information on campaigns, see CreateCampaign.

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For more information on dataset groups, see CreateDatasetGroup.", "method": "post", "endpoint": "#X-Amz-Target=AmazonPersonalize.DescribeDatasetGroup", "responses": [ { "uuid": "541520ed-adb7-4f2f-9eff-da09f0fd9bae", "body": "{\n \"datasetGroup\": {\n \"name\": \"\",\n \"datasetGroupArn\": \"\",\n \"status\": \"\",\n \"roleArn\": \"\",\n \"kmsKeyArn\": \"\",\n \"creationDateTime\": \"{{faker 'date.recent' 365}}\",\n \"lastUpdatedDateTime\": \"{{faker 'date.recent' 365}}\",\n \"failureReason\": \"\"\n }\n}", "latency": 0, "statusCode": 200, "label": "Success", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": true, "crudKey": "id" }, { "uuid": "6de3bdb4-342e-45cf-9942-d5c47edcc151", "body": "\"\"", "latency": 0, "statusCode": 480, "label": "InvalidInputException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "74ecef91-f0c8-4b7b-ae61-d872779d6202", "body": "\"\"", "latency": 0, "statusCode": 481, "label": "ResourceNotFoundException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" } ], "enabled": true, "responseMode": null, "type": "http" }, { "uuid": "46f8966f-50fc-406b-a8ca-cec14ec3914b", "documentation": "Describes the dataset import job created by CreateDatasetImportJob, including the import job status.", "method": "post", "endpoint": "#X-Amz-Target=AmazonPersonalize.DescribeDatasetImportJob", "responses": [ { "uuid": "aada97d4-a59c-4b96-8691-a93ebe4fcd39", "body": "{\n \"datasetImportJob\": {\n \"jobName\": \"\",\n \"datasetImportJobArn\": \"\",\n \"datasetArn\": \"\",\n \"dataSource\": {\n \"dataLocation\": \"\"\n },\n \"roleArn\": \"\",\n \"status\": \"\",\n \"creationDateTime\": \"{{faker 'date.recent' 365}}\",\n \"lastUpdatedDateTime\": \"{{faker 'date.recent' 365}}\",\n \"failureReason\": \"\"\n }\n}", "latency": 0, "statusCode": 200, "label": "Success", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": true, "crudKey": "id" }, { "uuid": "0e8bdb95-0d38-4c34-971e-ac38f1ca88ec", "body": "\"\"", "latency": 0, "statusCode": 480, "label": "InvalidInputException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "8eac3348-8815-4b9b-b658-86c4fc8c55b0", "body": "\"\"", "latency": 0, "statusCode": 481, "label": "ResourceNotFoundException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" } ], "enabled": true, "responseMode": null, "type": "http" }, { "uuid": "622727dd-27c6-47a8-826f-75cdb6aa1670", "documentation": "Describes an event tracker. The response includes the trackingId and status of the event tracker. For more information on event trackers, see CreateEventTracker.", "method": "post", "endpoint": "#X-Amz-Target=AmazonPersonalize.DescribeEventTracker", "responses": [ { "uuid": "c3ed5f8a-346d-4191-ab89-711fde48355f", "body": "{\n \"eventTracker\": {\n \"name\": \"\",\n \"eventTrackerArn\": \"\",\n \"accountId\": \"\",\n \"trackingId\": \"\",\n \"datasetGroupArn\": \"\",\n \"status\": \"\",\n \"creationDateTime\": \"{{faker 'date.recent' 365}}\",\n \"lastUpdatedDateTime\": \"{{faker 'date.recent' 365}}\"\n }\n}", "latency": 0, "statusCode": 200, "label": "Success", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": true, "crudKey": "id" }, { "uuid": "1e27ef48-ef1d-4d54-adfd-df34b5520226", "body": "\"\"", "latency": 0, "statusCode": 480, "label": "InvalidInputException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "b6d88c9b-3782-4f68-acbe-e96fab1c41c9", "body": "\"\"", "latency": 0, "statusCode": 481, "label": "ResourceNotFoundException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" } ], "enabled": true, "responseMode": null, "type": "http" }, { "uuid": "7d3701c8-edeb-4578-9f33-b9546c50ca02", "documentation": "Describes the given feature transformation.", "method": "post", "endpoint": "#X-Amz-Target=AmazonPersonalize.DescribeFeatureTransformation", "responses": [ { "uuid": "fffac15a-d4d0-4ebd-9db4-54905b03f25f", "body": "{\n \"featureTransformation\": {\n \"name\": \"\",\n \"featureTransformationArn\": \"\",\n \"defaultParameters\": {},\n \"creationDateTime\": \"{{faker 'date.recent' 365}}\",\n \"lastUpdatedDateTime\": \"{{faker 'date.recent' 365}}\",\n \"status\": \"\"\n }\n}", "latency": 0, "statusCode": 200, "label": "Success", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": true, "crudKey": "id" }, { "uuid": "c3c80be5-d4de-478e-9cba-a3dc41bf861f", "body": "\"\"", "latency": 0, "statusCode": 480, "label": "InvalidInputException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "b5aa5554-85e1-4274-88fa-7f99f70a36b0", "body": "\"\"", "latency": 0, "statusCode": 481, "label": "ResourceNotFoundException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" } ], "enabled": true, "responseMode": null, "type": "http" }, { "uuid": "a7d32b00-eb15-4cb2-a7a9-2ed7b45a0939", "documentation": "Describes a filter's properties.", "method": "post", "endpoint": "#X-Amz-Target=AmazonPersonalize.DescribeFilter", "responses": [ { "uuid": "5a10be89-4f6b-458e-bdf0-bb1ae1fda27f", "body": "{\n \"filter\": {\n \"name\": \"\",\n \"filterArn\": \"\",\n \"creationDateTime\": \"{{faker 'date.recent' 365}}\",\n \"lastUpdatedDateTime\": \"{{faker 'date.recent' 365}}\",\n \"datasetGroupArn\": \"\",\n \"failureReason\": \"\",\n \"filterExpression\": \"\",\n \"status\": \"\"\n }\n}", "latency": 0, "statusCode": 200, "label": "Success", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": true, "crudKey": "id" }, { "uuid": "4c37b3e8-1421-4d7f-ab58-9bc316ef0b09", "body": "\"\"", "latency": 0, "statusCode": 480, "label": "InvalidInputException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "04205e3d-326b-4254-82e5-c127ebb619de", "body": "\"\"", "latency": 0, "statusCode": 481, "label": "ResourceNotFoundException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" } ], "enabled": true, "responseMode": null, "type": "http" }, { "uuid": "051836c3-0f25-4bd2-bc74-e090997b1cd8", "documentation": "

Describes a recipe.

A recipe contains three items:

Amazon Personalize provides a set of predefined recipes. You specify a recipe when you create a solution with the CreateSolution API. CreateSolution trains a model by using the algorithm in the specified recipe and a training dataset. The solution, when deployed as a campaign, can provide recommendations using the GetRecommendations API.

", "method": "post", "endpoint": "#X-Amz-Target=AmazonPersonalize.DescribeRecipe", "responses": [ { "uuid": "94489d61-cbc4-418f-ade7-3c8a24f634c2", "body": "{\n \"recipe\": {\n \"name\": \"\",\n \"recipeArn\": \"\",\n \"algorithmArn\": \"\",\n \"featureTransformationArn\": \"\",\n \"status\": \"\",\n \"description\": \"\",\n \"creationDateTime\": \"{{faker 'date.recent' 365}}\",\n \"recipeType\": \"\",\n \"lastUpdatedDateTime\": \"{{faker 'date.recent' 365}}\"\n }\n}", "latency": 0, "statusCode": 200, "label": "Success", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": true, "crudKey": "id" }, { "uuid": "d6638cf9-5f00-4923-bc04-1c8bac7c94f8", "body": "\"\"", "latency": 0, "statusCode": 480, "label": "InvalidInputException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "f275162b-db10-4833-8632-0e51ae6052ae", "body": "\"\"", "latency": 0, "statusCode": 481, "label": "ResourceNotFoundException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" } ], "enabled": true, "responseMode": null, "type": "http" }, { "uuid": "225a6316-bb93-4412-9503-a1c12089406e", "documentation": "Describes a schema. For more information on schemas, see CreateSchema.", "method": "post", "endpoint": "#X-Amz-Target=AmazonPersonalize.DescribeSchema", "responses": [ { "uuid": "9672e282-b47a-4d9b-9eaa-0ff377c5b256", "body": "{\n \"schema\": {\n \"name\": \"\",\n \"schemaArn\": \"\",\n \"schema\": \"\",\n \"creationDateTime\": \"{{faker 'date.recent' 365}}\",\n \"lastUpdatedDateTime\": \"{{faker 'date.recent' 365}}\"\n }\n}", "latency": 0, "statusCode": 200, "label": "Success", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": true, "crudKey": "id" }, { "uuid": "c06b640e-0107-4892-add0-ce3733d9377a", "body": "\"\"", "latency": 0, "statusCode": 480, "label": "InvalidInputException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "dae9debf-a094-49e3-9465-466268d46966", "body": "\"\"", "latency": 0, "statusCode": 481, "label": "ResourceNotFoundException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" } ], "enabled": true, "responseMode": null, "type": "http" }, { "uuid": "98bc9e58-b093-4060-a618-7d06aa3ac1b4", "documentation": "Describes a solution. For more information on solutions, see CreateSolution.", "method": "post", "endpoint": "#X-Amz-Target=AmazonPersonalize.DescribeSolution", "responses": [ { "uuid": "4c4bc5ff-d59c-4601-a7dd-d52a9d144a68", "body": "{\n \"solution\": {\n \"name\": \"\",\n \"solutionArn\": \"\",\n \"performHPO\": {{faker 'datatype.boolean'}},\n \"performAutoML\": {{faker 'datatype.boolean'}},\n \"recipeArn\": \"\",\n \"datasetGroupArn\": \"\",\n \"eventType\": \"\",\n \"solutionConfig\": {\n \"eventValueThreshold\": \"\",\n \"hpoConfig\": {\n \"hpoObjective\": {\n \"type\": \"\",\n \"metricName\": \"\",\n \"metricRegex\": \"\"\n },\n \"hpoResourceConfig\": {\n \"maxNumberOfTrainingJobs\": \"\",\n \"maxParallelTrainingJobs\": \"\"\n },\n \"algorithmHyperParameterRanges\": {\n \"integerHyperParameterRanges\": [\n {\n \"name\": \"\",\n \"minValue\": {{faker 'number.int' max=99999}},\n \"maxValue\": {{faker 'number.int' max=99999}}\n }\n ],\n \"continuousHyperParameterRanges\": [\n {\n \"name\": \"\",\n \"minValue\": {{faker 'number.float'}},\n \"maxValue\": {{faker 'number.float'}}\n }\n ],\n \"categoricalHyperParameterRanges\": [\n {\n \"name\": \"\",\n \"values\": [\n \"\"\n ]\n }\n ]\n }\n },\n \"algorithmHyperParameters\": {},\n \"featureTransformationParameters\": {},\n \"autoMLConfig\": {\n \"metricName\": \"\",\n \"recipeList\": [\n \"\"\n ]\n },\n \"optimizationObjective\": {\n \"itemAttribute\": \"\",\n \"objectiveSensitivity\": \"\"\n }\n },\n \"autoMLResult\": {\n \"bestRecipeArn\": \"\"\n },\n \"status\": \"\",\n \"creationDateTime\": \"{{faker 'date.recent' 365}}\",\n \"lastUpdatedDateTime\": \"{{faker 'date.recent' 365}}\",\n \"latestSolutionVersion\": {\n \"solutionVersionArn\": \"\",\n \"status\": \"\",\n \"creationDateTime\": \"{{faker 'date.recent' 365}}\",\n \"lastUpdatedDateTime\": \"{{faker 'date.recent' 365}}\",\n \"failureReason\": \"\"\n }\n }\n}", "latency": 0, "statusCode": 200, "label": "Success", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": true, "crudKey": "id" }, { "uuid": "e558ad25-b59c-4e66-82a6-337c64b054da", "body": "\"\"", "latency": 0, "statusCode": 480, "label": "InvalidInputException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" }, { "uuid": "2cafb51b-0c14-465d-bd26-6b88474396ec", "body": "\"\"", "latency": 0, "statusCode": 481, "label": "ResourceNotFoundException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": false, "crudKey": "id" } ], "enabled": true, "responseMode": null, "type": "http" }, { "uuid": "90d8599b-5cef-48f0-b1fd-f2d37a0a1ed4", "documentation": "Describes a specific version of a solution. For more information on solutions, see CreateSolution.", "method": "post", "endpoint": "#X-Amz-Target=AmazonPersonalize.DescribeSolutionVersion", "responses": [ { "uuid": "26430b36-a51b-45ee-acce-3ff1eb52d915", "body": "{\n \"solutionVersion\": {\n \"solutionVersionArn\": \"\",\n \"solutionArn\": \"\",\n \"performHPO\": {{faker 'datatype.boolean'}},\n \"performAutoML\": {{faker 'datatype.boolean'}},\n \"recipeArn\": \"\",\n \"eventType\": \"\",\n \"datasetGroupArn\": \"\",\n \"solutionConfig\": {\n \"eventValueThreshold\": \"\",\n \"hpoConfig\": {\n \"hpoObjective\": {\n \"type\": \"\",\n \"metricName\": \"\",\n \"metricRegex\": \"\"\n },\n \"hpoResourceConfig\": {\n \"maxNumberOfTrainingJobs\": \"\",\n \"maxParallelTrainingJobs\": \"\"\n },\n \"algorithmHyperParameterRanges\": {\n \"integerHyperParameterRanges\": [\n {\n \"name\": \"\",\n \"minValue\": {{faker 'number.int' max=99999}},\n \"maxValue\": {{faker 'number.int' max=99999}}\n }\n ],\n \"continuousHyperParameterRanges\": [\n 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"http" }, { "uuid": "1f93c2d8-95c6-4340-9191-3b4d4186e599", "documentation": "Gets the metrics for the specified solution version.", "method": "post", "endpoint": "#X-Amz-Target=AmazonPersonalize.GetSolutionMetrics", "responses": [ { "uuid": "5fb99e28-2099-4d95-a6a5-c60b6f6627da", "body": "{\n \"solutionVersionArn\": \"\",\n \"metrics\": {}\n}", "latency": 0, "statusCode": 200, "label": "Success", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", "disableTemplating": false, "fallbackTo404": false, "default": true, "crudKey": "id" }, { "uuid": "42a09f2d-e128-4a77-84dd-3d61165126e7", "body": "\"\"", "latency": 0, "statusCode": 480, "label": "InvalidInputException", "headers": [{ "key": "Content-Type", "value": "application/json" }], "bodyType": "INLINE", "filePath": "", "databucketID": "", "sendFileAsBody": false, "rules": [], "rulesOperator": "OR", 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Stops creating a solution version that is in a state of CREATE_PENDING or CREATE IN_PROGRESS.

Depending on the current state of the solution version, the solution version state changes as follows:

You are billed for all of the training completed up until you stop the solution version creation. You cannot resume creating a solution version once it has been stopped.

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Updates a campaign by either deploying a new solution or changing the value of the campaign's minProvisionedTPS parameter.

To update a campaign, the campaign status must be ACTIVE or CREATE FAILED. Check the campaign status using the DescribeCampaign API.

You must wait until the status of the updated campaign is ACTIVE before asking the campaign for recommendations.

For more information on campaigns, see CreateCampaign.

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