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Storage Credentials |
:::important Enterprise Feature This feature is available under the ClearML Enterprise plan. :::
To enable ClearML to delete task artifacts stored in cloud storage when a task is deleted, configure access credentials for your storage provider:
Google Cloud Storage
Set up credentials for Google Cloud buckets:
- Default credentials - These credentials apply to all GCS buckets unless bucket-specific credentials are set.
- Project - Default Google Cloud Storage project
- Credentials JSON
- Bucket specific credentials:
- Bucket
- Project
- Credentials JSON
AWS S3 Storage
Set up credentials for S3 protocol storage (i.e. AWS S3, MinIO, etc.):
- Default credentials - These credentials apply to all buckets unless bucket-specific credentials are set:
- Access Key - Default access key for the storage service.
- Secret - Default secret access key.
- Access token - Session key for temporary credentials (if applicable).
- Region - Default region for all unspecified buckets.
- Credentials Chain - If selected, use boto3 default credentials search (i.e. look for credentials in environment variables, credential files, and instance metadata services).
- Bucket Specific Credentials:
- Bucket - Name of the specific bucket.
- Region - Region for the bucket.
- Host - For non-AWS endpoints, the host URL and port number of the specific bucket. Note that port specification
is always needed (e.g.
my-minio-host:9000
), even for standard ports like 433 for HTTPS (e.g.my-minio-host:433
) - Secure Host - Select in order to enable TLS.
- Verify SSL certificate - Select to enable SSL verification for secure hosts.
- Access key - Access key for the bucket.
- Secret - Secret key for the bucket.
- Access token - The session key for your bucket. This is only needed when you are using temporary credentials.
- Use Credentials chain - If selected, use boto3 default credentials search (i.e. looks for credentials in environment variables, credential files, and instance metadata services).
Azure
Set up credentials for Azure storage containers:
- Account name - Azure storage account name.
- Account key - Azure storage account key.
- Container name - Name of the specific container.