ZenML · Schema

ZenML Pipeline

A ZenML pipeline definition representing a directed acyclic graph (DAG) of steps that can be executed against a registered ZenML stack.

AIMachine LearningMLOpsLLMOpsPipelinesOpen SourcePython

Properties

Name	Type	Description
id	string	Unique pipeline identifier
name	string	Pipeline name (unique within the project)
description	string
version	string	Semantic or numeric version string
spec	object	Pipeline configuration including steps, parameters, and DAG edges
project_id	string
user_id	string
created	string
updated	string

View JSON Schema on GitHub

JSON Schema

{
  "$schema": "http://json-schema.org/draft-07/schema#",
  "$id": "https://raw.githubusercontent.com/api-evangelist/zenml/main/json-schema/zenml-pipeline-schema.json",
  "title": "ZenML Pipeline",
  "description": "A ZenML pipeline definition representing a directed acyclic graph (DAG) of steps that can be executed against a registered ZenML stack.",
  "type": "object",
  "required": ["id", "name"],
  "properties": {
    "id": { "type": "string", "format": "uuid", "description": "Unique pipeline identifier" },
    "name": { "type": "string", "description": "Pipeline name (unique within the project)" },
    "description": { "type": "string" },
    "version": { "type": "string", "description": "Semantic or numeric version string" },
    "spec": {
      "type": "object",
      "description": "Pipeline configuration including steps, parameters, and DAG edges",
      "additionalProperties": true
    },
    "project_id": { "type": "string", "format": "uuid" },
    "user_id": { "type": "string", "format": "uuid" },
    "created": { "type": "string", "format": "date-time" },
    "updated": { "type": "string", "format": "date-time" }
  }
}