CreatePipeline
Creates a pipeline using a JSON pipeline definition.
Request Syntax
{
"ClientRequestToken": "string
",
"ParallelismConfiguration": {
"MaxParallelExecutionSteps": number
},
"PipelineDefinition": "string
",
"PipelineDefinitionS3Location": {
"Bucket": "string
",
"ObjectKey": "string
",
"VersionId": "string
"
},
"PipelineDescription": "string
",
"PipelineDisplayName": "string
",
"PipelineName": "string
",
"RoleArn": "string
",
"Tags": [
{
"Key": "string
",
"Value": "string
"
}
]
}
Request Parameters
For information about the parameters that are common to all actions, see Common Parameters.
The request accepts the following data in JSON format.
- ClientRequestToken
-
A unique, case-sensitive identifier that you provide to ensure the idempotency of the operation. An idempotent operation completes no more than one time.
Type: String
Length Constraints: Minimum length of 32. Maximum length of 128.
Required: Yes
- ParallelismConfiguration
-
This is the configuration that controls the parallelism of the pipeline. If specified, it applies to all runs of this pipeline by default.
Type: ParallelismConfiguration object
Required: No
- PipelineDefinition
-
The JSON pipeline definition
of the pipeline. Type: String
Length Constraints: Minimum length of 1. Maximum length of 1048576.
Pattern:
.*(?:[ \r\n\t].*)*
Required: No
- PipelineDefinitionS3Location
-
The location of the pipeline definition stored in Amazon S3. If specified, SageMaker will retrieve the pipeline definition from this location.
Type: PipelineDefinitionS3Location object
Required: No
- PipelineDescription
-
A description of the pipeline.
Type: String
Length Constraints: Minimum length of 0. Maximum length of 3072.
Pattern:
.*
Required: No
- PipelineDisplayName
-
The display name of the pipeline.
Type: String
Length Constraints: Minimum length of 1. Maximum length of 256.
Pattern:
^[a-zA-Z0-9](-*[a-zA-Z0-9]){0,255}
Required: No
- PipelineName
-
The name of the pipeline.
Type: String
Length Constraints: Minimum length of 1. Maximum length of 256.
Pattern:
^[a-zA-Z0-9](-*[a-zA-Z0-9]){0,255}
Required: Yes
- RoleArn
-
The Amazon Resource Name (ARN) of the role used by the pipeline to access and create resources.
Type: String
Length Constraints: Minimum length of 20. Maximum length of 2048.
Pattern:
^arn:aws[a-z\-]*:iam::\d{12}:role/?[a-zA-Z_0-9+=,.@\-_/]+$
Required: Yes
- Tags
-
A list of tags to apply to the created pipeline.
Type: Array of Tag objects
Array Members: Minimum number of 0 items. Maximum number of 50 items.
Required: No
Response Syntax
{
"PipelineArn": "string"
}
Response Elements
If the action is successful, the service sends back an HTTP 200 response.
The following data is returned in JSON format by the service.
- PipelineArn
-
The Amazon Resource Name (ARN) of the created pipeline.
Type: String
Length Constraints: Maximum length of 2048.
Pattern:
arn:aws[a-z\-]*:sagemaker:[a-z0-9\-]*:[0-9]{12}:pipeline/.*
Errors
For information about the errors that are common to all actions, see Common Errors.
- ConflictException
-
There was a conflict when you attempted to modify a SageMaker entity such as an
Experiment
orArtifact
.HTTP Status Code: 400
- ResourceLimitExceeded
-
You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.
HTTP Status Code: 400
- ResourceNotFound
-
Resource being access is not found.
HTTP Status Code: 400
See Also
For more information about using this API in one of the language-specific Amazon SDKs, see the following: