AWS SageMaker CLI

The Paradime SDK provides CLI commands to interact with AWS SageMaker, allowing you to trigger one or more Pipelines and list all Pipelines with their status.

AWS credentials are read from environment variables or the AWS credential chain:

AWS_ACCESS_KEY_ID
AWS_SECRET_ACCESS_KEY
AWS_SESSION_TOKEN (optional)
AWS_REGION

Trigger SageMaker Pipelines

Trigger one or more AWS SageMaker Pipelines.

paradime run aws-sagemaker-trigger

Options

Flag	Type	Description
`--aws-access-key-id`	Optional, TEXT	AWS Access Key ID for authentication. Can also use AWS credential chain. [env: `AWS_ACCESS_KEY_ID`]
`--aws-secret-access-key`	Optional, TEXT	AWS Secret Access Key for authentication. Can also use AWS credential chain. [env: `AWS_SECRET_ACCESS_KEY`]
`--aws-session-token`	Optional, TEXT	Optional AWS Session Token for temporary credentials. [env: `AWS_SESSION_TOKEN`]
`--aws-region`	Optional, TEXT	AWS region name (e.g., us-east-1, us-west-2). Defaults to default region from AWS config. [env: `AWS_REGION`]
`--pipeline-names`	Required, TEXT (comma-separated)	Comma-separated SageMaker Pipeline name(s) to start
`--wait` / `--no-wait`	Optional, Flag	Wait for pipeline executions to complete before returning. Default: `--wait`. [env: `AWS_SAGEMAKER_TRIGGER_WAIT`]
`--timeout`	Optional, INTEGER	Maximum time to wait in minutes. Default: 1440. [env: `AWS_SAGEMAKER_TRIGGER_TIMEOUT`]
`--json`	Optional, Flag	Output results as JSON. Default: `False`.
`--help`	Optional, Flag	Show the help message and exit.

Example

paradime run aws-sagemaker-trigger \
  --pipeline-names my-pipeline,another-pipeline

List SageMaker Pipelines

List all AWS SageMaker Pipelines with their status.

paradime run aws-sagemaker-list

Options

Flag	Type	Description
`--aws-access-key-id`	Optional, TEXT	AWS Access Key ID for authentication. Can also use AWS credential chain. [env: `AWS_ACCESS_KEY_ID`]
`--aws-secret-access-key`	Optional, TEXT	AWS Secret Access Key for authentication. Can also use AWS credential chain. [env: `AWS_SECRET_ACCESS_KEY`]
`--aws-session-token`	Optional, TEXT	Optional AWS Session Token for temporary credentials. [env: `AWS_SESSION_TOKEN`]
`--aws-region`	Optional, TEXT	AWS region name (e.g., us-east-1, us-west-2). Defaults to default region from AWS config. [env: `AWS_REGION`]
`--json`	Optional, Flag	Output results as JSON. Default: `False`.
`--help`	Optional, Flag	Show the help message and exit.

Example

paradime run aws-sagemaker-list

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AWS SageMaker CLI

Trigger SageMaker Pipelines

List SageMaker Pipelines

​Trigger SageMaker Pipelines

​List SageMaker Pipelines

Trigger SageMaker Pipelines

List SageMaker Pipelines