move mlflow to its own command
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11
README.md
11
README.md
@@ -110,10 +110,10 @@ When MLflow is enabled, `train start` creates an MLflow run for the SageMaker jo
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To open the managed SageMaker MLflow UI, request a fresh presigned URL:
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```bash
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qc-cli infra mlflow-url --config config.yaml
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qc-cli mlflow open --config config.yaml
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```
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This works for `mode: create` and for `mode: existing` when the existing server is managed by Amazon SageMaker. In `create` mode, the command uses the CLI-managed tracking server name. In `existing` mode, it uses `mlflow.tracking_server_name`. If the existing MLflow server is external to SageMaker, open it with that server's own URL instead.
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This opens a browser to a fresh presigned URL. It works for `mode: create` and for `mode: existing` when the existing server is managed by Amazon SageMaker. In `create` mode, the command uses the CLI-managed tracking server name. In `existing` mode, it uses `mlflow.tracking_server_name`. If the existing MLflow server is external to SageMaker, open it with that server's own URL instead.
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## Commands
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@@ -125,6 +125,12 @@ qc-cli init --output <path> Write config to a custom path
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qc-cli init --force Overwrite an existing config file
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```
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### `mlflow`
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```
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qc-cli mlflow open Open a presigned MLflow UI URL in a browser
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```
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### `infra`
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```
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@@ -132,7 +138,6 @@ qc-cli infra setup Deploy the CDK stack
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qc-cli infra setup --no-bootstrap Deploy without running CDK bootstrap
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qc-cli infra setup --cloudformation-execution-policy <arn> Set CDK bootstrap execution policy ARN
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qc-cli infra status Show CDK stack/resource status
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qc-cli infra mlflow-url Print a presigned MLflow UI URL
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qc-cli infra destroy Destroy stack, retaining S3 data
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qc-cli infra destroy --yes Destroy stack without confirmation
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qc-cli infra destroy --delete-bucket-data Destroy stack and delete S3 data
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