Add credentials

To ensure the security of your artifact storage, it is typically not advisable to have it accessible to the public. For this reason, we offer support for private Docker images and artifact (blob) storage options such as AWS S3, Azure Blob Storage, and Google Cloud Storage. Deeploy can retrieve artifacts from these locations by using a set of credentials.

Add Docker credentials

Credentials are added on a Workspace level. To add Docker credentials, navigate to the Credentials page, under the Resources section of your Workspace. The following information is required:

Parameter	Description	Example
name	The desired name for the Docker credentials	DockerHub
description	The desired description of the Docker credentials	Image X and Y are stored in this registry
registry	The registry URL	example.registry, other examples: for DockerHub: https://index.docker.io/v1/, for GitLab: registry.gitlab.com
username	The username of the registry	-
password	The password of the registry	-

The credential formats for common docker registries are:

	Registry	Username	Password
Docker	https://index.docker.io/v1/	Docker_Username	(password or API key)
GitLab	registry.gitlab.com	GitLab_Username	(personal access token with read_registry rights)

Save the credentials, and use the credentials by checking the Private registry checkbox and selecting the desired Docker credentials

Add Blob credentials

Credentials are added on a Workspace level. To add blob credentials, navigate to the Credentials page, under the Resources section of your Workspace. Switch to the Blob tab. The following information is required:

• Name
• Description (optional)
• Blob type

The credential formats for supported blob storage are:

Blob type	AWS S3	GCS	Azure Blob
Username	The IAM user access key with access to the S3 bucket	-	-
Password	The IAM user secret access key with access to the S3 bucket	Service account JSON	The Client Secret of the Azure storage service
Tenant ID	-	-	The Tenant ID of the Azure storage service
Account	-	-	The Account name used for the Azure URL
Client ID	-	-	The Client ID of the Azure storage service

Save the credentials, and use the credentials by checking the Private object storage checkbox and selecting the desired Blob credentials

S3 region (Deeploy Cloud only)

When specifying an s3 bucket in a different region than eu-central-1 you need to specify it in the blob section.

# this reference is used in example repository: 
# https://gitlab.com/deeploy-ml/sample-models/example-pytorch-mnist
{  
 "reference": {
     "blob": {
         "url": "s3://deeploy-examples/pytorch/mnist/model",
         "credentialsId": "8bf16fee-9ccd-41f5-ae86-06d89801c819",
         "region": "eu-west-1",
     }  
  }
}