rent types or resources with the same credentials:In working with Service Connectors, the first step is usually finding out what types of resources you can connect ZenML to. Maybe you have already planned out the infrastructure options for your MLOps platform and are looking to find out whether ZenML can accommodate them. Or perhaps you want to use a particular Stack Component flavor in your Stack and are wondering whether you can use a Service Connector to connect it to external resources.

Listing the available Service Connector Types will give you a good idea of what you can do with Service Connectors:

zenml service-connector list-types

Example Command Output

┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┯━━━━━━━━━━━━━━━┯━━━━━━━━━━━━━━━━━━━━━━━┯━━━━━━━━━━━━━━━━━━┯━━━━━━━┯━━━━━━━━┓

┃             NAME             │ TYPE          │ RESOURCE TYPES        │ AUTH METHODS     │ LOCAL │ REMOTE ┃

┠──────────────────────────────┼───────────────┼───────────────────────┼──────────────────┼───────┼────────┨

┃ Kubernetes Service Connector │ 🌀 kubernetes │ 🌀 kubernetes-cluster │ password         │ ✅    │ ✅     ┃

┃                              │               │                       │ token            │       │        ┃

┠──────────────────────────────┼───────────────┼───────────────────────┼──────────────────┼───────┼────────┨

┃   Docker Service Connector   │ 🐳 docker     │ 🐳 docker-registry    │ password         │ ✅    │ ✅     ┃

┠──────────────────────────────┼───────────────┼───────────────────────┼──────────────────┼───────┼────────┨

┃    AWS Service Connector     │ 🔶 aws        │ 🔶 aws-generic        │ implicit         │ ✅    │ ✅     ┃

┃                              │               │ 📦 s3-bucket          │ secret-key       │       │        ┃

┃                              │               │ 🌀 kubernetes-cluster │ sts-token        │       │        ┃

┃                              │               │ 🐳 docker-registry    │ iam-role         │       │        ┃