Runs

Deprecated

Create Template Run

post

Run a pipeline from a template.

Args: template_id: The ID of the template. config: Configuration for the pipeline run. auth_context: Authentication context.

Raises: ValueError: If the template can not be run.

Returns: The created pipeline run.

Authorizations

CookieOAuth2TokenBearer

OAuth2passwordRequired

Token URL:

Path parameters

template_idstring · uuidRequired

Body

application/json

Class for pipeline run configurations.

run_namestring · nullableOptional

The name of the pipeline run.

enable_cacheboolean · nullableOptional

Whether to enable cache for all steps of the pipeline run.

enable_artifact_metadataboolean · nullableOptional

Whether to enable metadata for the output artifacts of all steps of the pipeline run.

enable_artifact_visualizationboolean · nullableOptional

Whether to enable visualizations for the output artifacts of all steps of the pipeline run.

enable_step_logsboolean · nullableOptional

Whether to enable logs for all steps of the pipeline run.

enable_pipeline_logsboolean · nullableOptional

Whether to enable pipeline logs for the pipeline run.

enable_heartbeatboolean · nullableOptional

Whether to enable heartbeat for all steps of the pipeline run

buildany of · nullableOptional

The build to use for the pipeline run.

or

string · uuidOptional

execution_modestring · enum · nullableOptional

The execution mode for the pipeline run.

Possible values:

Responses

200

Successful Response

application/json

Response model for pipeline runs.

idstring · uuidRequired

permission_deniedbooleanOptionalDefault: false

namestring · max: 255Required

401

Unauthorized

application/json

403

Forbidden

application/json

404

Not Found

application/json

422

Unprocessable Entity

application/json

429

Too Many Requests

application/json

post/api/v1/run_templates/{template_id}/runs

HTTPcURLJavaScriptPython

POST /api/v1/run_templates/{template_id}/runs HTTP/1.1
Authorization: Bearer YOUR_OAUTH2_TOKEN
Content-Type: application/json
Accept: */*
Content-Length: 5053

{
  "run_name": "text",
  "enable_cache": true,
  "enable_artifact_metadata": true,
  "enable_artifact_visualization": true,
  "enable_step_logs": true,
  "enable_pipeline_logs": true,
  "enable_heartbeat": true,
  "schedule": {
    "name": "text",
    "cron_expression": "text",
    "start_time": "2026-07-12T05:23:39.129Z",
    "end_time": "2026-07-12T05:23:39.129Z",
    "interval_second": "text",
    "catchup": false,
    "run_once_start_time": "2026-07-12T05:23:39.129Z"
  },
  "build": {
    "images": {
      "ANY_ADDITIONAL_PROPERTY": {
        "image": "text",
        "dockerfile": "text",
        "requirements": "text",
        "settings_checksum": "text",
        "contains_code": true,
        "requires_code_download": false
      }
    },
    "is_local": true,
    "contains_code": true,
    "zenml_version": "text",
    "python_version": "text",
    "duration": 1
  },
  "steps": {
    "ANY_ADDITIONAL_PROPERTY": {
      "enable_cache": true,
      "enable_artifact_metadata": true,
      "enable_artifact_visualization": true,
      "enable_step_logs": true,
      "step_operator": true,
      "experiment_tracker": true,
      "parameters": {
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "settings": {
        "ANY_ADDITIONAL_PROPERTY": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        }
      },
      "environment": {
        "ANY_ADDITIONAL_PROPERTY": "text"
      },
      "secrets": [
        "123e4567-e89b-12d3-a456-426614174000"
      ],
      "extra": {
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "failure_hook_source": {
        "module": "text",
        "attribute": "text",
        "type": "user",
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "success_hook_source": {
        "module": "text",
        "attribute": "text",
        "type": "user",
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "start_hook_source": {
        "module": "text",
        "attribute": "text",
        "type": "user",
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "end_hook_source": {
        "module": "text",
        "attribute": "text",
        "type": "user",
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "model": {
        "name": "text",
        "license": "text",
        "description": "text",
        "audience": "text",
        "use_cases": "text",
        "limitations": "text",
        "trade_offs": "text",
        "ethics": "text",
        "tags": [
          "text"
        ],
        "version": "none",
        "save_models_to_registry": true,
        "model_version_id": "123e4567-e89b-12d3-a456-426614174000",
        "suppress_class_validation_warnings": false
      },
      "retry": {
        "max_retries": 1,
        "delay": 0,
        "backoff": 0
      },
      "substitutions": {
        "ANY_ADDITIONAL_PROPERTY": "text"
      },
      "cache_policy": {
        "include_step_code": true,
        "include_step_parameters": true,
        "include_artifact_values": true,
        "include_artifact_ids": true,
        "ignored_inputs": [
          "text"
        ],
        "file_dependencies": [
          "text"
        ],
        "source_dependencies": [
          {
            "module": "text",
            "attribute": "text",
            "type": "user",
            "ANY_ADDITIONAL_PROPERTY": "anything"
          }
        ],
        "cache_func": {
          "module": "text",
          "attribute": "text",
          "type": "user",
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "expires_after": 1
      },
      "runtime": "inline",
      "heartbeat_healthy_threshold": 30,
      "group": {
        "id": "text",
        "name": "text",
        "type": "manual"
      },
      "outputs": {
        "ANY_ADDITIONAL_PROPERTY": {
          "materializer_source": [
            {
              "module": "text",
              "attribute": "text",
              "type": "user",
              "ANY_ADDITIONAL_PROPERTY": "anything"
            }
          ],
          "default_materializer_source": {
            "module": "text",
            "attribute": "text",
            "type": "user",
            "ANY_ADDITIONAL_PROPERTY": "anything"
          },
          "artifact_config": {
            "name": "text",
            "version": "text",
            "tags": [
              "text"
            ],
            "run_metadata": {
              "ANY_ADDITIONAL_PROPERTY": "text"
            },
            "artifact_type": "DataAnalysisArtifact"
          }
        }
      }
    }
  },
  "settings": {
    "ANY_ADDITIONAL_PROPERTY": {
      "ANY_ADDITIONAL_PROPERTY": "anything"
    }
  },
  "environment": {
    "ANY_ADDITIONAL_PROPERTY": "anything"
  },
  "secrets": [
    "123e4567-e89b-12d3-a456-426614174000"
  ],
  "tags": [
    "text"
  ],
  "extra": {
    "ANY_ADDITIONAL_PROPERTY": "anything"
  },
  "model": {
    "name": "text",
    "license": "text",
    "description": "text",
    "audience": "text",
    "use_cases": "text",
    "limitations": "text",
    "trade_offs": "text",
    "ethics": "text",
    "tags": [
      "text"
    ],
    "version": "none",
    "save_models_to_registry": true,
    "model_version_id": "123e4567-e89b-12d3-a456-426614174000",
    "suppress_class_validation_warnings": false
  },
  "parameters": {
    "ANY_ADDITIONAL_PROPERTY": "anything"
  },
  "retry": {
    "max_retries": 1,
    "delay": 0,
    "backoff": 0
  },
  "init_hook_source": {
    "module": "text",
    "attribute": "text",
    "type": "user",
    "ANY_ADDITIONAL_PROPERTY": "anything"
  },
  "init_hook_kwargs": {
    "ANY_ADDITIONAL_PROPERTY": "anything"
  },
  "cleanup_hook_source": {
    "module": "text",
    "attribute": "text",
    "type": "user",
    "ANY_ADDITIONAL_PROPERTY": "anything"
  },
  "failure_hook_source": {
    "module": "text",
    "attribute": "text",
    "type": "user",
    "ANY_ADDITIONAL_PROPERTY": "anything"
  },
  "success_hook_source": {
    "module": "text",
    "attribute": "text",
    "type": "user",
    "ANY_ADDITIONAL_PROPERTY": "anything"
  },
  "start_hook_source": {
    "module": "text",
    "attribute": "text",
    "type": "user",
    "ANY_ADDITIONAL_PROPERTY": "anything"
  },
  "end_hook_source": {
    "module": "text",
    "attribute": "text",
    "type": "user",
    "ANY_ADDITIONAL_PROPERTY": "anything"
  },
  "pause_hook_source": {
    "module": "text",
    "attribute": "text",
    "type": "user",
    "ANY_ADDITIONAL_PROPERTY": "anything"
  },
  "resume_hook_source": {
    "module": "text",
    "attribute": "text",
    "type": "user",
    "ANY_ADDITIONAL_PROPERTY": "anything"
  },
  "substitutions": {
    "ANY_ADDITIONAL_PROPERTY": "text"
  },
  "cache_policy": {
    "include_step_code": true,
    "include_step_parameters": true,
    "include_artifact_values": true,
    "include_artifact_ids": true,
    "ignored_inputs": [
      "text"
    ],
    "file_dependencies": [
      "text"
    ],
    "source_dependencies": [
      {
        "module": "text",
        "attribute": "text",
        "type": "user",
        "ANY_ADDITIONAL_PROPERTY": "anything"
      }
    ],
    "cache_func": {
      "module": "text",
      "attribute": "text",
      "type": "user",
      "ANY_ADDITIONAL_PROPERTY": "anything"
    },
    "expires_after": 1
  },
  "execution_mode": "fail_fast"
}

{
  "body": {
    "created": "2026-07-12T05:23:39.129Z",
    "updated": "2026-07-12T05:23:39.129Z",
    "user_id": "123e4567-e89b-12d3-a456-426614174000",
    "project_id": "123e4567-e89b-12d3-a456-426614174000",
    "status": "initializing",
    "in_progress": true,
    "status_reason": "text",
    "index": 1,
    "pipeline_id": "123e4567-e89b-12d3-a456-426614174000",
    "child_key": "text",
    "root_run_id": "123e4567-e89b-12d3-a456-426614174000"
  },
  "metadata": {
    "run_metadata": {
      "ANY_ADDITIONAL_PROPERTY": "text"
    },
    "config": {
      "enable_cache": true,
      "enable_artifact_metadata": true,
      "enable_artifact_visualization": true,
      "enable_step_logs": true,
      "enable_heartbeat": true,
      "environment": {
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "secrets": [
        "123e4567-e89b-12d3-a456-426614174000"
      ],
      "enable_pipeline_logs": true,
      "execution_mode": "continue_on_failure",
      "settings": {
        "ANY_ADDITIONAL_PROPERTY": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        }
      },
      "tags": [
        "text"
      ],
      "extra": {
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "failure_hook_source": null,
      "success_hook_source": null,
      "start_hook_source": null,
      "end_hook_source": null,
      "pause_hook_source": null,
      "resume_hook_source": null,
      "init_hook_source": null,
      "init_hook_kwargs": {
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "cleanup_hook_source": null,
      "model": {
        "name": "text",
        "license": "text",
        "description": "text",
        "audience": "text",
        "use_cases": "text",
        "limitations": "text",
        "trade_offs": "text",
        "ethics": "text",
        "tags": [
          "text"
        ],
        "version": "none",
        "save_models_to_registry": true,
        "model_version_id": "123e4567-e89b-12d3-a456-426614174000",
        "suppress_class_validation_warnings": false
      },
      "parameters": {
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "retry": {
        "max_retries": 1,
        "delay": 0,
        "backoff": 0
      },
      "substitutions": {
        "ANY_ADDITIONAL_PROPERTY": "text"
      },
      "cache_policy": {
        "include_step_code": true,
        "include_step_parameters": true,
        "include_artifact_values": true,
        "include_artifact_ids": true,
        "ignored_inputs": [
          "text"
        ],
        "file_dependencies": [
          "text"
        ],
        "source_dependencies": [
          {
            "module": "text",
            "attribute": "text",
            "type": "user",
            "ANY_ADDITIONAL_PROPERTY": "anything"
          }
        ],
        "cache_func": {
          "module": "text",
          "attribute": "text",
          "type": "user",
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "expires_after": 1
      },
      "name": "text",
      "steps_to_skip": [
        "text"
      ],
      "skip_successful_steps": false,
      "step_input_overrides": {
        "ANY_ADDITIONAL_PROPERTY": {
          "ANY_ADDITIONAL_PROPERTY": "123e4567-e89b-12d3-a456-426614174000"
        }
      }
    },
    "start_time": "2026-07-12T05:23:39.129Z",
    "end_time": "2026-07-12T05:23:39.129Z",
    "client_environment": {
      "ANY_ADDITIONAL_PROPERTY": "anything"
    },
    "orchestrator_environment": {
      "ANY_ADDITIONAL_PROPERTY": "anything"
    },
    "orchestrator_run_id": "text",
    "code_path": "text",
    "is_templatable": false,
    "trigger_info": {
      "step_run_id": "123e4567-e89b-12d3-a456-426614174000",
      "deployment_id": "123e4567-e89b-12d3-a456-426614174000"
    },
    "enable_heartbeat": true,
    "exception_info": {
      "traceback": "text",
      "source": "text",
      "message": "text",
      "user_code_line": 1,
      "ANY_ADDITIONAL_PROPERTY": "anything"
    },
    "trigger_execution_info": {
      "upstream_run_id": "123e4567-e89b-12d3-a456-426614174000"
    }
  },
  "resources": {
    "user": {
      "body": {
        "created": "2026-07-12T05:23:39.129Z",
        "updated": "2026-07-12T05:23:39.129Z",
        "active": false,
        "activation_token": "text",
        "full_name": "",
        "email_opted_in": true,
        "is_service_account": true,
        "is_admin": true,
        "default_project_id": "123e4567-e89b-12d3-a456-426614174000",
        "avatar_url": "text"
      },
      "metadata": {
        "email": "",
        "external_user_id": "123e4567-e89b-12d3-a456-426614174000",
        "user_metadata": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        }
      },
      "resources": {
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "id": "123e4567-e89b-12d3-a456-426614174000",
      "permission_denied": false,
      "name": "text"
    },
    "snapshot": {
      "body": {
        "created": "2026-07-12T05:23:39.129Z",
        "updated": "2026-07-12T05:23:39.129Z",
        "user_id": "123e4567-e89b-12d3-a456-426614174000",
        "project_id": "123e4567-e89b-12d3-a456-426614174000",
        "runnable": true,
        "deployable": true,
        "is_dynamic": true
      },
      "metadata": {
        "description": "text",
        "source_code": "text",
        "run_name_template": "text",
        "pipeline_configuration": {
          "enable_cache": true,
          "enable_artifact_metadata": true,
          "enable_artifact_visualization": true,
          "enable_step_logs": true,
          "enable_heartbeat": true,
          "environment": {
            "ANY_ADDITIONAL_PROPERTY": "anything"
          },
          "secrets": [
            "123e4567-e89b-12d3-a456-426614174000"
          ],
          "enable_pipeline_logs": true,
          "execution_mode": "continue_on_failure",
          "settings": {
            "ANY_ADDITIONAL_PROPERTY": {
              "ANY_ADDITIONAL_PROPERTY": "anything"
            }
          },
          "tags": [
            "text"
          ],
          "extra": {
            "ANY_ADDITIONAL_PROPERTY": "anything"
          },
          "failure_hook_source": null,
          "success_hook_source": null,
          "start_hook_source": null,
          "end_hook_source": null,
          "pause_hook_source": null,
          "resume_hook_source": null,
          "init_hook_source": null,
          "init_hook_kwargs": {
            "ANY_ADDITIONAL_PROPERTY": "anything"
          },
          "cleanup_hook_source": null,
          "model": {
            "name": "text",
            "license": "text",
            "description": "text",
            "audience": "text",
            "use_cases": "text",
            "limitations": "text",
            "trade_offs": "text",
            "ethics": "text",
            "tags": [
              "text"
            ],
            "version": "none",
            "save_models_to_registry": true,
            "model_version_id": "123e4567-e89b-12d3-a456-426614174000",
            "suppress_class_validation_warnings": false
          },
          "parameters": {
            "ANY_ADDITIONAL_PROPERTY": "anything"
          },
          "retry": {
            "max_retries": 1,
            "delay": 0,
            "backoff": 0
          },
          "substitutions": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          },
          "cache_policy": {
            "include_step_code": true,
            "include_step_parameters": true,
            "include_artifact_values": true,
            "include_artifact_ids": true,
            "ignored_inputs": [
              "text"
            ],
            "file_dependencies": [
              "text"
            ],
            "source_dependencies": [
              {
                "module": "text",
                "attribute": "text",
                "type": "user",
                "ANY_ADDITIONAL_PROPERTY": "anything"
              }
            ],
            "cache_func": {
              "module": "text",
              "attribute": "text",
              "type": "user",
              "ANY_ADDITIONAL_PROPERTY": "anything"
            },
            "expires_after": 1
          },
          "name": "text",
          "steps_to_skip": [
            "text"
          ],
          "skip_successful_steps": false,
          "step_input_overrides": {
            "ANY_ADDITIONAL_PROPERTY": {
              "ANY_ADDITIONAL_PROPERTY": "123e4567-e89b-12d3-a456-426614174000"
            }
          }
        },
        "step_configurations": {
          "ANY_ADDITIONAL_PROPERTY": {
            "spec": {
              "source": {
                "module": "text",
                "attribute": "text",
                "type": "user",
                "ANY_ADDITIONAL_PROPERTY": "anything"
              },
              "upstream_steps": [
                "text"
              ],
              "inputs": {
                "ANY_ADDITIONAL_PROPERTY": {
                  "step_name": "text",
                  "output_name": "text",
                  "chunk_index": 1,
                  "chunk_size": 1
                }
              },
              "invocation_id": "text",
              "enable_heartbeat": false,
              "parameter_spec": {
                "ANY_ADDITIONAL_PROPERTY": "anything"
              }
            },
            "config": {
              "enable_cache": true,
              "enable_artifact_metadata": true,
              "enable_artifact_visualization": true,
              "enable_step_logs": true,
              "step_operator": true,
              "experiment_tracker": true,
              "parameters": {
                "ANY_ADDITIONAL_PROPERTY": "anything"
              },
              "settings": {
                "ANY_ADDITIONAL_PROPERTY": {
                  "ANY_ADDITIONAL_PROPERTY": "anything"
                }
              },
              "environment": {
                "ANY_ADDITIONAL_PROPERTY": "text"
              },
              "secrets": [
                "123e4567-e89b-12d3-a456-426614174000"
              ],
              "extra": {
                "ANY_ADDITIONAL_PROPERTY": "anything"
              },
              "failure_hook_source": null,
              "success_hook_source": null,
              "start_hook_source": null,
              "end_hook_source": null,
              "model": {
                "name": "text",
                "license": "text",
                "description": "text",
                "audience": "text",
                "use_cases": "text",
                "limitations": "text",
                "trade_offs": "text",
                "ethics": "text",
                "tags": [
                  "text"
                ],
                "version": "none",
                "save_models_to_registry": true,
                "model_version_id": "123e4567-e89b-12d3-a456-426614174000",
                "suppress_class_validation_warnings": false
              },
              "retry": {
                "max_retries": 1,
                "delay": 0,
                "backoff": 0
              },
              "substitutions": {
                "ANY_ADDITIONAL_PROPERTY": "text"
              },
              "cache_policy": {
                "include_step_code": true,
                "include_step_parameters": true,
                "include_artifact_values": true,
                "include_artifact_ids": true,
                "ignored_inputs": [
                  "text"
                ],
                "file_dependencies": [
                  "text"
                ],
                "source_dependencies": [
                  {
                    "module": "text",
                    "attribute": "text",
                    "type": "user",
                    "ANY_ADDITIONAL_PROPERTY": "anything"
                  }
                ],
                "cache_func": {
                  "module": "text",
                  "attribute": "text",
                  "type": "user",
                  "ANY_ADDITIONAL_PROPERTY": "anything"
                },
                "expires_after": 1
              },
              "runtime": "inline",
              "heartbeat_healthy_threshold": 30,
              "group": {
                "id": "text",
                "name": "text",
                "type": "manual"
              },
              "outputs": {
                "ANY_ADDITIONAL_PROPERTY": {
                  "materializer_source": [
                    {
                      "module": "text",
                      "attribute": "text",
                      "type": "user",
                      "ANY_ADDITIONAL_PROPERTY": "anything"
                    }
                  ],
                  "default_materializer_source": {
                    "module": "text",
                    "attribute": "text",
                    "type": "user",
                    "ANY_ADDITIONAL_PROPERTY": "anything"
                  },
                  "artifact_config": {
                    "name": "text",
                    "version": "text",
                    "tags": [
                      "text"
                    ],
                    "run_metadata": {
                      "ANY_ADDITIONAL_PROPERTY": "text"
                    },
                    "artifact_type": "DataAnalysisArtifact"
                  }
                }
              },
              "name": "text",
              "step_type": "tool_call",
              "template": "text",
              "caching_parameters": {
                "ANY_ADDITIONAL_PROPERTY": "anything"
              },
              "external_input_artifacts": {
                "ANY_ADDITIONAL_PROPERTY": {
                  "id": "123e4567-e89b-12d3-a456-426614174000"
                }
              },
              "model_artifacts_or_metadata": {
                "ANY_ADDITIONAL_PROPERTY": {
                  "model_name": "text",
                  "model_version": "text",
                  "artifact_name": "text",
                  "artifact_version": "text",
                  "metadata_name": "text"
                }
              },
              "client_lazy_loaders": {
                "ANY_ADDITIONAL_PROPERTY": {
                  "method_name": "text",
                  "call_chain": [
                    {
                      "attribute_name": "text",
                      "is_call": false,
                      "call_args": [],
                      "call_kwargs": {
                        "ANY_ADDITIONAL_PROPERTY": "anything"
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