ZenML · Schema

ZenML Stack

A ZenML stack is a configurable composition of stack components (orchestrator, artifact store, container registry, etc.) used to execute pipelines on a target infrastructure.

AIMachine LearningMLOpsLLMOpsPipelinesOpen SourcePython

Properties

Name Type Description
id string
name string
description string
components object Map of component type to one or more component IDs
user_id string
created string
View JSON Schema on GitHub

JSON Schema

zenml-stack-schema.json Raw ↑
{
  "$schema": "http://json-schema.org/draft-07/schema#",
  "$id": "https://raw.githubusercontent.com/api-evangelist/zenml/main/json-schema/zenml-stack-schema.json",
  "title": "ZenML Stack",
  "description": "A ZenML stack is a configurable composition of stack components (orchestrator, artifact store, container registry, etc.) used to execute pipelines on a target infrastructure.",
  "type": "object",
  "required": ["id", "name", "components"],
  "properties": {
    "id": { "type": "string", "format": "uuid" },
    "name": { "type": "string" },
    "description": { "type": "string" },
    "components": {
      "type": "object",
      "description": "Map of component type to one or more component IDs",
      "additionalProperties": {
        "type": "array",
        "items": { "type": "string", "format": "uuid" }
      }
    },
    "user_id": { "type": "string", "format": "uuid" },
    "created": { "type": "string", "format": "date-time" }
  }
}