Steps

List Run Steps

get

Get run steps according to query filters.

Args: step_run_filter_model: Filter model used for pagination, sorting, filtering. hydrate: Flag deciding whether to hydrate the output model(s) by including metadata fields in the response. auth_context: Authentication context.

Returns: The run steps according to query filters.

Authorizations

CookieOAuth2TokenBearer

OAuth2passwordRequired

Token URL:

Query parameters

hydratebooleanOptionalDefault: false

sort_bystringOptionalDefault: created

logical_operatorstring · enumOptional

Logical Ops to use to combine filters on list methods.

Default: andPossible values:

pageinteger · min: 1OptionalDefault: 1

sizeinteger · min: 1 · max: 10000OptionalDefault: 20

idany ofOptional

string · uuidOptional

or

stringOptional

or

nullOptional

createdany ofOptional

string · date-timeOptional

or

stringOptional

or

nullOptional

updatedany ofOptional

string · date-timeOptional

or

stringOptional

or

nullOptional

run_metadataany ofOptional

string[]Optional

or

nullOptional

scope_userany ofOptional

string · uuidOptional

or

nullOptional

userany ofOptional

string · uuidOptional

or

stringOptional

or

nullOptional

projectany ofOptional

string · uuidOptional

or

stringOptional

or

nullOptional

nameany ofOptional

stringOptional

or

nullOptional

code_hashany ofOptional

stringOptional

or

nullOptional

cache_keyany ofOptional

stringOptional

or

nullOptional

statusany ofOptional

stringOptional

or

nullOptional

start_timeany ofOptional

string · date-timeOptional

or

stringOptional

or

nullOptional

end_timeany ofOptional

string · date-timeOptional

or

stringOptional

or

nullOptional

pipeline_run_idany ofOptional

string · uuidOptional

or

stringOptional

or

nullOptional

snapshot_idany ofOptional

string · uuidOptional

or

stringOptional

or

nullOptional

original_step_run_idany ofOptional

string · uuidOptional

or

stringOptional

or

nullOptional

model_version_idany ofOptional

string · uuidOptional

or

stringOptional

or

nullOptional

modelany ofOptional

string · uuidOptional

or

stringOptional

or

nullOptional

exclude_retriedany ofOptional

booleanOptional

or

nullOptional

cache_expires_atany ofOptional

string · date-timeOptional

or

stringOptional

or

nullOptional

cache_expiredany ofOptional

booleanOptional

or

nullOptional

Responses

200

Successful Response

application/json

401

Unauthorized

application/json

403

Forbidden

application/json

404

Not Found

application/json

422

Unprocessable Entity

application/json

get

/api/v1/steps

HTTPcURLJavaScriptPython

GET /api/v1/steps HTTP/1.1
Host: 
Authorization: Bearer YOUR_OAUTH2_TOKEN
Accept: */*

{
  "index": 1,
  "max_size": 1,
  "total_pages": 1,
  "total": 1,
  "items": [
    {
      "body": {
        "created": "2026-01-13T13:16:49.799Z",
        "updated": "2026-01-13T13:16:49.799Z",
        "user_id": "123e4567-e89b-12d3-a456-426614174000",
        "project_id": "123e4567-e89b-12d3-a456-426614174000",
        "status": "initializing",
        "version": 1,
        "is_retriable": true,
        "start_time": "2026-01-13T13:16:49.799Z",
        "end_time": "2026-01-13T13:16:49.799Z",
        "latest_heartbeat": "2026-01-13T13:16:49.799Z",
        "model_version_id": "123e4567-e89b-12d3-a456-426614174000",
        "substitutions": {
          "ANY_ADDITIONAL_PROPERTY": "text"
        }
      },
      "metadata": {
        "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": {
            "module": "text",
            "attribute": "text",
            "type": "user",
            "ANY_ADDITIONAL_PROPERTY": "anything"
          },
          "success_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",
          "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": 1,
                "tags": [
                  "text"
                ],
                "run_metadata": {
                  "ANY_ADDITIONAL_PROPERTY": "text"
                },
                "artifact_type": "DataAnalysisArtifact"
              }
            }
          },
          "name": "text",
          "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"
                  },
                  "selector": null
                }
              ],
              "exclude_next_call": false
            }
          }
        },
        "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"
            }
          },
          "invocation_id": "text"
        },
        "cache_key": "text",
        "cache_expires_at": "2026-01-13T13:16:49.799Z",
        "code_hash": "text",
        "docstring": "text",
        "source_code": "text",
        "exception_info": {
          "traceback": "text",
          "step_code_line": 1
        },
        "logs": {
          "body": {
            "created": "2026-01-13T13:16:49.799Z",
            "updated": "2026-01-13T13:16:49.799Z",
            "uri": "text",
            "source": "text"
          },
          "metadata": {
            "step_run_id": "123e4567-e89b-12d3-a456-426614174000",
            "pipeline_run_id": "123e4567-e89b-12d3-a456-426614174000",
            "artifact_store_id": "123e4567-e89b-12d3-a456-426614174000"
          },
          "resources": {
            "ANY_ADDITIONAL_PROPERTY": "anything"
          },
          "id": "123e4567-e89b-12d3-a456-426614174000",
          "permission_denied": false
        },
        "snapshot_id": "123e4567-e89b-12d3-a456-426614174000",
        "pipeline_run_id": "123e4567-e89b-12d3-a456-426614174000",
        "original_step_run_id": "123e4567-e89b-12d3-a456-426614174000",
        "parent_step_ids": [
          "123e4567-e89b-12d3-a456-426614174000"
        ],
        "run_metadata": {
          "ANY_ADDITIONAL_PROPERTY": "text"
        }
      },
      "resources": {
        "user": {
          "body": {
            "created": "2026-01-13T13:16:49.799Z",
            "updated": "2026-01-13T13:16:49.799Z",
            "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"
        },
        "model_version": "[Circular Reference]",
        "inputs": {
          "ANY_ADDITIONAL_PROPERTY": "[Circular Reference]"
        },
        "outputs": {
          "ANY_ADDITIONAL_PROPERTY": "[Circular Reference]"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "id": "123e4567-e89b-12d3-a456-426614174000",
      "permission_denied": false,
      "name": "text"
    }
  ]
}

Create Run Step

post

Create a run step.

Args: step: The run step to create. _: Authentication context.

Returns: The created run step.

Authorizations

CookieOAuth2TokenBearer

OAuth2passwordRequired

Token URL:

Body

application/json

Request model for step runs.

userany ofOptional

string · uuidOptional

or

nullOptional

projectstring · uuidRequired

namestring · max: 255Required

start_timestring · date-timeRequired

end_timeany ofOptional

string · date-timeOptional

or

nullOptional

statusstring · enumRequired

Enum that represents the execution status of a step or pipeline run.

Possible values:

cache_keyany ofOptional

string · max: 255Optional

or

nullOptional

cache_expires_atany ofOptional

string · date-timeOptional

or

nullOptional

code_hashany ofOptional

string · max: 255Optional

or

nullOptional

docstringany ofOptional

string · max: 65535Optional

or

nullOptional

source_codeany ofOptional

string · max: 65535Optional

or

nullOptional

pipeline_run_idstring · uuidRequired

original_step_run_idany ofOptional

string · uuidOptional

or

nullOptional

parent_step_idsstring · uuid[]OptionalDeprecated

logsany ofOptional

or

nullOptional

exception_infoany ofOptional

or

nullOptional

dynamic_configany ofOptional

or

nullOptional

Responses

200

Successful Response

application/json

401

Unauthorized

application/json

403

Forbidden

application/json

409

Conflict

application/json

422

Unprocessable Entity

application/json

post

/api/v1/steps

HTTPcURLJavaScriptPython

POST /api/v1/steps HTTP/1.1
Host: 
Authorization: Bearer YOUR_OAUTH2_TOKEN
Content-Type: application/json
Accept: */*
Content-Length: 6138

{
  "user": "123e4567-e89b-12d3-a456-426614174000",
  "project": "123e4567-e89b-12d3-a456-426614174000",
  "name": "text",
  "start_time": "2026-01-13T13:16:49.799Z",
  "end_time": "2026-01-13T13:16:49.799Z",
  "status": "initializing",
  "cache_key": "text",
  "cache_expires_at": "2026-01-13T13:16:49.799Z",
  "code_hash": "text",
  "docstring": "text",
  "source_code": "text",
  "pipeline_run_id": "123e4567-e89b-12d3-a456-426614174000",
  "original_step_run_id": "123e4567-e89b-12d3-a456-426614174000",
  "inputs": {
    "ANY_ADDITIONAL_PROPERTY": [
      "123e4567-e89b-12d3-a456-426614174000"
    ]
  },
  "outputs": {
    "ANY_ADDITIONAL_PROPERTY": [
      "123e4567-e89b-12d3-a456-426614174000"
    ]
  },
  "logs": {
    "uri": "text",
    "source": "",
    "artifact_store_id": "123e4567-e89b-12d3-a456-426614174000"
  },
  "exception_info": {
    "traceback": "text",
    "step_code_line": 1
  },
  "dynamic_config": {
    "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"
        }
      },
      "invocation_id": "text"
    },
    "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": {
        "module": "text",
        "attribute": "text",
        "type": "user",
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "success_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",
      "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": 1,
            "tags": [
              "text"
            ],
            "run_metadata": {
              "ANY_ADDITIONAL_PROPERTY": "text"
            },
            "artifact_type": "DataAnalysisArtifact"
          }
        }
      },
      "name": "text",
      "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"
              },
              "selector": null
            }
          ],
          "exclude_next_call": false
        }
      }
    },
    "step_config_overrides": {
      "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"
      },
      "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",
      "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": 1,
            "tags": [
              "text"
            ],
            "run_metadata": {
              "ANY_ADDITIONAL_PROPERTY": "text"
            },
            "artifact_type": "DataAnalysisArtifact"
          }
        }
      },
      "name": "text",
      "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"
              },
              "selector": null
            }
          ],
          "exclude_next_call": false
        }
      }
    }
  }
}

{
  "body": {
    "created": "2026-01-13T13:16:49.799Z",
    "updated": "2026-01-13T13:16:49.799Z",
    "user_id": "123e4567-e89b-12d3-a456-426614174000",
    "project_id": "123e4567-e89b-12d3-a456-426614174000",
    "status": "initializing",
    "version": 1,
    "is_retriable": true,
    "start_time": "2026-01-13T13:16:49.799Z",
    "end_time": "2026-01-13T13:16:49.799Z",
    "latest_heartbeat": "2026-01-13T13:16:49.799Z",
    "model_version_id": "123e4567-e89b-12d3-a456-426614174000",
    "substitutions": {
      "ANY_ADDITIONAL_PROPERTY": "text"
    }
  },
  "metadata": {
    "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"
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      },
      "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"
      },
      "model": {
        "name": "text",
        "license": "text",
        "description": "text",
        "audience": "text",
        "use_cases": "text",
        "limitations": "text",
        "trade_offs": "text",
        "ethics": "text",
        "tags": [
          "text"
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        "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",
      "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": 1,
            "tags": [
              "text"
            ],
            "run_metadata": {
              "ANY_ADDITIONAL_PROPERTY": "text"
            },
            "artifact_type": "DataAnalysisArtifact"
          }
        }
      },
      "name": "text",
      "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"
              },
              "selector": null
            }
          ],
          "exclude_next_call": false
        }
      }
    },
    "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"
        }
      },
      "invocation_id": "text"
    },
    "cache_key": "text",
    "cache_expires_at": "2026-01-13T13:16:49.799Z",
    "code_hash": "text",
    "docstring": "text",
    "source_code": "text",
    "exception_info": {
      "traceback": "text",
      "step_code_line": 1
    },
    "logs": {
      "body": {
        "created": "2026-01-13T13:16:49.799Z",
        "updated": "2026-01-13T13:16:49.799Z",
        "uri": "text",
        "source": "text"
      },
      "metadata": {
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        "artifact_store_id": "123e4567-e89b-12d3-a456-426614174000"
      },
      "resources": {
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "id": "123e4567-e89b-12d3-a456-426614174000",
      "permission_denied": false
    },
    "snapshot_id": "123e4567-e89b-12d3-a456-426614174000",
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    "parent_step_ids": [
      "123e4567-e89b-12d3-a456-426614174000"
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    "run_metadata": {
      "ANY_ADDITIONAL_PROPERTY": "text"
    }
  },
  "resources": {
    "user": {
      "body": {
        "created": "2026-01-13T13:16:49.799Z",
        "updated": "2026-01-13T13:16:49.799Z",
        "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"
    },
    "model_version": {
      "body": "[Circular Reference]",
      "metadata": {
        "description": "text",
        "run_metadata": {
          "ANY_ADDITIONAL_PROPERTY": "text"
        }
      },
      "resources": "[Circular Reference]",
      "id": "123e4567-e89b-12d3-a456-426614174000",
      "permission_denied": false,
      "name": "text"
    },
    "inputs": {
      "ANY_ADDITIONAL_PROPERTY": [
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          "body": {
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                    "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",
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                      "user_id": "123e4567-e89b-12d3-a456-426614174000",
                      "color": "grey",
                      "exclusive": true
                    },
                    "metadata": {
                      "tagged_count": 1
                    },
                    "resources": {
                      "user": {
                        "body": {
                          "created": "2026-01-13T13:16:49.799Z",
                          "updated": "2026-01-13T13:16:49.799Z",
                          "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"
                      },
                      "ANY_ADDITIONAL_PROPERTY": "anything"
                    },
                    "id": "123e4567-e89b-12d3-a456-426614174000",
                    "permission_denied": false,
                    "name": "text"
                  }
                ],
                "latest_version_name": "text",
                "latest_version_id": "123e4567-e89b-12d3-a456-426614174000",
                "ANY_ADDITIONAL_PROPERTY": "anything"
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              "permission_denied": false,
              "name": "text"
            },
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            "type": "DataAnalysisArtifact",
            "materializer": {
              "module": "text",
              "attribute": "text",
              "type": "user",
              "ANY_ADDITIONAL_PROPERTY": "anything"
            },
            "data_type": {
              "module": "text",
              "attribute": "text",
              "type": "user",
              "ANY_ADDITIONAL_PROPERTY": "anything"
            },
            "save_type": "step_output",
            "artifact_store_id": "123e4567-e89b-12d3-a456-426614174000",
            "content_hash": "text"
          },
          "metadata": "[Circular Reference]",
          "resources": {
            "user": {
              "body": {
                "created": "2026-01-13T13:16:49.799Z",
                "updated": "2026-01-13T13:16:49.799Z",
                "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"
            },
            "tags": [
              {
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                  "user_id": "123e4567-e89b-12d3-a456-426614174000",
                  "color": "grey",
                  "exclusive": true
                },
                "metadata": {
                  "tagged_count": 1
                },
                "resources": {
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                      "active": false,
                      "activation_token": "text",
                      "full_name": "",
                      "email_opted_in": true,
                      "is_service_account": true,
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                      "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"
                  },
                  "ANY_ADDITIONAL_PROPERTY": "anything"
                },
                "id": "123e4567-e89b-12d3-a456-426614174000",
                "permission_denied": false,
                "name": "text"
              }
            ],
            "producer_step_run_id": "123e4567-e89b-12d3-a456-426614174000",
            "producer_pipeline_run_id": "123e4567-e89b-12d3-a456-426614174000",
            "ANY_ADDITIONAL_PROPERTY": "anything"
          },
          "id": "123e4567-e89b-12d3-a456-426614174000",
          "permission_denied": false,
          "input_type": "step_output"
        }
      ]
    },
    "outputs": {
      "ANY_ADDITIONAL_PROPERTY": [
        {
          "body": {
            "created": "2026-01-13T13:16:49.799Z",
            "updated": "2026-01-13T13:16:49.799Z",
            "user_id": "123e4567-e89b-12d3-a456-426614174000",
            "project_id": "123e4567-e89b-12d3-a456-426614174000",
            "artifact": {
              "body": {
                "created": "2026-01-13T13:16:49.799Z",
                "updated": "2026-01-13T13:16:49.799Z",
                "user_id": "123e4567-e89b-12d3-a456-426614174000",
                "project_id": "123e4567-e89b-12d3-a456-426614174000"
              },
              "metadata": {
                "has_custom_name": false
              },
              "resources": {
                "user": {
                  "body": {
                    "created": "2026-01-13T13:16:49.799Z",
                    "updated": "2026-01-13T13:16:49.799Z",
                    "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"
                },
                "tags": [
                  {
                    "body": {
                      "created": "2026-01-13T13:16:49.799Z",
                      "updated": "2026-01-13T13:16:49.799Z",
                      "user_id": "123e4567-e89b-12d3-a456-426614174000",
                      "color": "grey",
                      "exclusive": true
                    },
                    "metadata": {
                      "tagged_count": 1
                    },
                    "resources": {
                      "user": {
                        "body": {
                          "created": "2026-01-13T13:16:49.799Z",
                          "updated": "2026-01-13T13:16:49.799Z",
                          "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"
                      },
                      "ANY_ADDITIONAL_PROPERTY": "anything"
                    },
                    "id": "123e4567-e89b-12d3-a456-426614174000",
                    "permission_denied": false,
                    "name": "text"
                  }
                ],
                "latest_version_name": "text",
                "latest_version_id": "123e4567-e89b-12d3-a456-426614174000",
                "ANY_ADDITIONAL_PROPERTY": "anything"
              },
              "id": "123e4567-e89b-12d3-a456-426614174000",
              "permission_denied": false,
              "name": "text"
            },
            "version": "text",
            "uri": "text",
            "type": "DataAnalysisArtifact",
            "materializer": {
              "module": "text",
              "attribute": "text",
              "type": "user",
              "ANY_ADDITIONAL_PROPERTY": "anything"
            },
            "data_type": {
              "module": "text",
              "attribute": "text",
              "type": "user",
              "ANY_ADDITIONAL_PROPERTY": "anything"
            },
            "save_type": "step_output",
            "artifact_store_id": "123e4567-e89b-12d3-a456-426614174000",
            "content_hash": "text"
          },
          "metadata": "[Circular Reference]",
          "resources": {
            "user": {
              "body": {
                "created": "2026-01-13T13:16:49.799Z",
                "updated": "2026-01-13T13:16:49.799Z",
                "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"
            },
            "tags": [
              {
                "body": {
                  "created": "2026-01-13T13:16:49.799Z",
                  "updated": "2026-01-13T13:16:49.799Z",
                  "user_id": "123e4567-e89b-12d3-a456-426614174000",
                  "color": "grey",
                  "exclusive": true
                },
                "metadata": {
                  "tagged_count": 1
                },
                "resources": {
                  "user": {
                    "body": {
                      "created": "2026-01-13T13:16:49.799Z",
                      "updated": "2026-01-13T13:16:49.799Z",
                      "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"
                  },
                  "ANY_ADDITIONAL_PROPERTY": "anything"
                },
                "id": "123e4567-e89b-12d3-a456-426614174000",
                "permission_denied": false,
                "name": "text"
              }
            ],
            "producer_step_run_id": "123e4567-e89b-12d3-a456-426614174000",
            "producer_pipeline_run_id": "123e4567-e89b-12d3-a456-426614174000",
            "ANY_ADDITIONAL_PROPERTY": "anything"
          },
          "id": "123e4567-e89b-12d3-a456-426614174000",
          "permission_denied": false
        }
      ]
    },
    "ANY_ADDITIONAL_PROPERTY": "anything"
  },
  "id": "123e4567-e89b-12d3-a456-426614174000",
  "permission_denied": false,
  "name": "text"
}

Get Step

get

Get one specific step.

Args: step_id: ID of the step to get. hydrate: Flag deciding whether to hydrate the output model(s) by including metadata fields in the response.

Returns: The step.

Authorizations

CookieOAuth2TokenBearer

OAuth2passwordRequired

Token URL:

Path parameters

step_idstring · uuidRequired

Query parameters

hydratebooleanOptionalDefault: true

Responses

200

Successful Response

application/json

401

Unauthorized

application/json

403

Forbidden

application/json

404

Not Found

application/json

422

Unprocessable Entity

application/json

get

/api/v1/steps/{step_id}

HTTPcURLJavaScriptPython

GET /api/v1/steps/{step_id} HTTP/1.1
Host: 
Authorization: Bearer YOUR_OAUTH2_TOKEN
Accept: */*

{
  "body": {
    "created": "2026-01-13T13:16:49.799Z",
    "updated": "2026-01-13T13:16:49.799Z",
    "user_id": "123e4567-e89b-12d3-a456-426614174000",
    "project_id": "123e4567-e89b-12d3-a456-426614174000",
    "status": "initializing",
    "version": 1,
    "is_retriable": true,
    "start_time": "2026-01-13T13:16:49.799Z",
    "end_time": "2026-01-13T13:16:49.799Z",
    "latest_heartbeat": "2026-01-13T13:16:49.799Z",
    "model_version_id": "123e4567-e89b-12d3-a456-426614174000",
    "substitutions": {
      "ANY_ADDITIONAL_PROPERTY": "text"
    }
  },
  "metadata": {
    "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": {
        "module": "text",
        "attribute": "text",
        "type": "user",
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "success_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",
      "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": 1,
            "tags": [
              "text"
            ],
            "run_metadata": {
              "ANY_ADDITIONAL_PROPERTY": "text"
            },
            "artifact_type": "DataAnalysisArtifact"
          }
        }
      },
      "name": "text",
      "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"
              },
              "selector": null
            }
          ],
          "exclude_next_call": false
        }
      }
    },
    "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"
        }
      },
      "invocation_id": "text"
    },
    "cache_key": "text",
    "cache_expires_at": "2026-01-13T13:16:49.799Z",
    "code_hash": "text",
    "docstring": "text",
    "source_code": "text",
    "exception_info": {
      "traceback": "text",
      "step_code_line": 1
    },
    "logs": {
      "body": {
        "created": "2026-01-13T13:16:49.799Z",
        "updated": "2026-01-13T13:16:49.799Z",
        "uri": "text",
        "source": "text"
      },
      "metadata": {
        "step_run_id": "123e4567-e89b-12d3-a456-426614174000",
        "pipeline_run_id": "123e4567-e89b-12d3-a456-426614174000",
        "artifact_store_id": "123e4567-e89b-12d3-a456-426614174000"
      },
      "resources": {
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "id": "123e4567-e89b-12d3-a456-426614174000",
      "permission_denied": false
    },
    "snapshot_id": "123e4567-e89b-12d3-a456-426614174000",
    "pipeline_run_id": "123e4567-e89b-12d3-a456-426614174000",
    "original_step_run_id": "123e4567-e89b-12d3-a456-426614174000",
    "parent_step_ids": [
      "123e4567-e89b-12d3-a456-426614174000"
    ],
    "run_metadata": {
      "ANY_ADDITIONAL_PROPERTY": "text"
    }
  },
  "resources": {
    "user": {
      "body": {
        "created": "2026-01-13T13:16:49.799Z",
        "updated": "2026-01-13T13:16:49.799Z",
        "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"
    },
    "model_version": {
      "body": "[Circular Reference]",
      "metadata": {
        "description": "text",
        "run_metadata": {
          "ANY_ADDITIONAL_PROPERTY": "text"
        }
      },
      "resources": "[Circular Reference]",
      "id": "123e4567-e89b-12d3-a456-426614174000",
      "permission_denied": false,
      "name": "text"
    },
    "inputs": {
      "ANY_ADDITIONAL_PROPERTY": [
        {
          "body": {
            "created": "2026-01-13T13:16:49.799Z",
            "updated": "2026-01-13T13:16:49.799Z",
            "user_id": "123e4567-e89b-12d3-a456-426614174000",
            "project_id": "123e4567-e89b-12d3-a456-426614174000",
            "artifact": {
              "body": {
                "created": "2026-01-13T13:16:49.799Z",
                "updated": "2026-01-13T13:16:49.799Z",
                "user_id": "123e4567-e89b-12d3-a456-426614174000",
                "project_id": "123e4567-e89b-12d3-a456-426614174000"
              },
              "metadata": {
                "has_custom_name": false
              },
              "resources": {
                "user": {
                  "body": {
                    "created": "2026-01-13T13:16:49.799Z",
                    "updated": "2026-01-13T13:16:49.799Z",
                    "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"
                },
                "tags": [
                  {
                    "body": {
                      "created": "2026-01-13T13:16:49.799Z",
                      "updated": "2026-01-13T13:16:49.799Z",
                      "user_id": "123e4567-e89b-12d3-a456-426614174000",
                      "color": "grey",
                      "exclusive": true
                    },
                    "metadata": {
                      "tagged_count": 1
                    },
                    "resources": {
                      "user": {
                        "body": {
                          "created": "2026-01-13T13:16:49.799Z",
                          "updated": "2026-01-13T13:16:49.799Z",
                          "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"
                      },
                      "ANY_ADDITIONAL_PROPERTY": "anything"
                    },
                    "id": "123e4567-e89b-12d3-a456-426614174000",
                    "permission_denied": false,
                    "name": "text"
                  }
                ],
                "latest_version_name": "text",
                "latest_version_id": "123e4567-e89b-12d3-a456-426614174000",
                "ANY_ADDITIONAL_PROPERTY": "anything"
              },
              "id": "123e4567-e89b-12d3-a456-426614174000",
              "permission_denied": false,
              "name": "text"
            },
            "version": "text",
            "uri": "text",
            "type": "DataAnalysisArtifact",
            "materializer": {
              "module": "text",
              "attribute": "text",
              "type": "user",
              "ANY_ADDITIONAL_PROPERTY": "anything"
            },
            "data_type": {
              "module": "text",
              "attribute": "text",
              "type": "user",
              "ANY_ADDITIONAL_PROPERTY": "anything"
            },
            "save_type": "step_output",
            "artifact_store_id": "123e4567-e89b-12d3-a456-426614174000",
            "content_hash": "text"
          },
          "metadata": "[Circular Reference]",
          "resources": {
            "user": {
              "body": {
                "created": "2026-01-13T13:16:49.799Z",
                "updated": "2026-01-13T13:16:49.799Z",
                "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"
            },
            "tags": [
              {
                "body": {
                  "created": "2026-01-13T13:16:49.799Z",
                  "updated": "2026-01-13T13:16:49.799Z",
                  "user_id": "123e4567-e89b-12d3-a456-426614174000",
                  "color": "grey",
                  "exclusive": true
                },
                "metadata": {
                  "tagged_count": 1
                },
                "resources": {
                  "user": {
                    "body": {
                      "created": "2026-01-13T13:16:49.799Z",
                      "updated": "2026-01-13T13:16:49.799Z",
                      "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"
                  },
                  "ANY_ADDITIONAL_PROPERTY": "anything"
                },
                "id": "123e4567-e89b-12d3-a456-426614174000",
                "permission_denied": false,
                "name": "text"
              }
            ],
            "producer_step_run_id": "123e4567-e89b-12d3-a456-426614174000",
            "producer_pipeline_run_id": "123e4567-e89b-12d3-a456-426614174000",
            "ANY_ADDITIONAL_PROPERTY": "anything"
          },
          "id": "123e4567-e89b-12d3-a456-426614174000",
          "permission_denied": false,
          "input_type": "step_output"
        }
      ]
    },
    "outputs": {
      "ANY_ADDITIONAL_PROPERTY": [
        {
          "body": {
            "created": "2026-01-13T13:16:49.799Z",
            "updated": "2026-01-13T13:16:49.799Z",
            "user_id": "123e4567-e89b-12d3-a456-426614174000",
            "project_id": "123e4567-e89b-12d3-a456-426614174000",
            "artifact": {
              "body": {
                "created": "2026-01-13T13:16:49.799Z",
                "updated": "2026-01-13T13:16:49.799Z",
                "user_id": "123e4567-e89b-12d3-a456-426614174000",
                "project_id": "123e4567-e89b-12d3-a456-426614174000"
              },
              "metadata": {
                "has_custom_name": false
              },
              "resources": {
                "user": {
                  "body": {
                    "created": "2026-01-13T13:16:49.799Z",
                    "updated": "2026-01-13T13:16:49.799Z",
                    "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"
                },
                "tags": [
                  {
                    "body": {
                      "created": "2026-01-13T13:16:49.799Z",
                      "updated": "2026-01-13T13:16:49.799Z",
                      "user_id": "123e4567-e89b-12d3-a456-426614174000",
                      "color": "grey",
                      "exclusive": true
                    },
                    "metadata": {
                      "tagged_count": 1
                    },
                    "resources": {
                      "user": {
                        "body": {
                          "created": "2026-01-13T13:16:49.799Z",
                          "updated": "2026-01-13T13:16:49.799Z",
                          "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"
                      },
                      "ANY_ADDITIONAL_PROPERTY": "anything"
                    },
                    "id": "123e4567-e89b-12d3-a456-426614174000",
                    "permission_denied": false,
                    "name": "text"
                  }
                ],
                "latest_version_name": "text",
                "latest_version_id": "123e4567-e89b-12d3-a456-426614174000",
                "ANY_ADDITIONAL_PROPERTY": "anything"
              },
              "id": "123e4567-e89b-12d3-a456-426614174000",
              "permission_denied": false,
              "name": "text"
            },
            "version": "text",
            "uri": "text",
            "type": "DataAnalysisArtifact",
            "materializer": {
              "module": "text",
              "attribute": "text",
              "type": "user",
              "ANY_ADDITIONAL_PROPERTY": "anything"
            },
            "data_type": {
              "module": "text",
              "attribute": "text",
              "type": "user",
              "ANY_ADDITIONAL_PROPERTY": "anything"
            },
            "save_type": "step_output",
            "artifact_store_id": "123e4567-e89b-12d3-a456-426614174000",
            "content_hash": "text"
          },
          "metadata": "[Circular Reference]",
          "resources": {
            "user": {
              "body": {
                "created": "2026-01-13T13:16:49.799Z",
                "updated": "2026-01-13T13:16:49.799Z",
                "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"
            },
            "tags": [
              {
                "body": {
                  "created": "2026-01-13T13:16:49.799Z",
                  "updated": "2026-01-13T13:16:49.799Z",
                  "user_id": "123e4567-e89b-12d3-a456-426614174000",
                  "color": "grey",
                  "exclusive": true
                },
                "metadata": {
                  "tagged_count": 1
                },
                "resources": {
                  "user": {
                    "body": {
                      "created": "2026-01-13T13:16:49.799Z",
                      "updated": "2026-01-13T13:16:49.799Z",
                      "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"
                  },
                  "ANY_ADDITIONAL_PROPERTY": "anything"
                },
                "id": "123e4567-e89b-12d3-a456-426614174000",
                "permission_denied": false,
                "name": "text"
              }
            ],
            "producer_step_run_id": "123e4567-e89b-12d3-a456-426614174000",
            "producer_pipeline_run_id": "123e4567-e89b-12d3-a456-426614174000",
            "ANY_ADDITIONAL_PROPERTY": "anything"
          },
          "id": "123e4567-e89b-12d3-a456-426614174000",
          "permission_denied": false
        }
      ]
    },
    "ANY_ADDITIONAL_PROPERTY": "anything"
  },
  "id": "123e4567-e89b-12d3-a456-426614174000",
  "permission_denied": false,
  "name": "text"
}

Update Step

put

Updates a step.

Args: step_id: ID of the step. step_model: Step model to use for the update.

Returns: The updated step model.

Authorizations

CookieOAuth2TokenBearer

OAuth2passwordRequired

Token URL:

Path parameters

step_idstring · uuidRequired

Body

application/json

Update model for step runs.

statusany ofOptional

string · enumOptional

Enum that represents the execution status of a step or pipeline run.

Possible values:

or

nullOptional

end_timeany ofOptional

string · date-timeOptional

or

nullOptional

exception_infoany ofOptional

or

nullOptional

cache_expires_atany ofOptional

string · date-timeOptional

or

nullOptional

Responses

200

Successful Response

application/json

401

Unauthorized

application/json

403

Forbidden

application/json

404

Not Found

application/json

422

Unprocessable Entity

application/json

put

/api/v1/steps/{step_id}

HTTPcURLJavaScriptPython

PUT /api/v1/steps/{step_id} HTTP/1.1
Host: 
Authorization: Bearer YOUR_OAUTH2_TOKEN
Content-Type: application/json
Accept: */*
Content-Length: 339

{
  "outputs": {
    "ANY_ADDITIONAL_PROPERTY": [
      "123e4567-e89b-12d3-a456-426614174000"
    ]
  },
  "loaded_artifact_versions": {
    "ANY_ADDITIONAL_PROPERTY": "123e4567-e89b-12d3-a456-426614174000"
  },
  "status": "initializing",
  "end_time": "2026-01-13T13:16:49.799Z",
  "exception_info": {
    "traceback": "text",
    "step_code_line": 1
  },
  "cache_expires_at": "2026-01-13T13:16:49.799Z"
}

{
  "body": {
    "created": "2026-01-13T13:16:49.799Z",
    "updated": "2026-01-13T13:16:49.799Z",
    "user_id": "123e4567-e89b-12d3-a456-426614174000",
    "project_id": "123e4567-e89b-12d3-a456-426614174000",
    "status": "initializing",
    "version": 1,
    "is_retriable": true,
    "start_time": "2026-01-13T13:16:49.799Z",
    "end_time": "2026-01-13T13:16:49.799Z",
    "latest_heartbeat": "2026-01-13T13:16:49.799Z",
    "model_version_id": "123e4567-e89b-12d3-a456-426614174000",
    "substitutions": {
      "ANY_ADDITIONAL_PROPERTY": "text"
    }
  },
  "metadata": {
    "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": {
        "module": "text",
        "attribute": "text",
        "type": "user",
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "success_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",
      "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": 1,
            "tags": [
              "text"
            ],
            "run_metadata": {
              "ANY_ADDITIONAL_PROPERTY": "text"
            },
            "artifact_type": "DataAnalysisArtifact"
          }
        }
      },
      "name": "text",
      "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"
              },
              "selector": null
            }
          ],
          "exclude_next_call": false
        }
      }
    },
    "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"
        }
      },
      "invocation_id": "text"
    },
    "cache_key": "text",
    "cache_expires_at": "2026-01-13T13:16:49.799Z",
    "code_hash": "text",
    "docstring": "text",
    "source_code": "text",
    "exception_info": {
      "traceback": "text",
      "step_code_line": 1
    },
    "logs": {
      "body": {
        "created": "2026-01-13T13:16:49.799Z",
        "updated": "2026-01-13T13:16:49.799Z",
        "uri": "text",
        "source": "text"
      },
      "metadata": {
        "step_run_id": "123e4567-e89b-12d3-a456-426614174000",
        "pipeline_run_id": "123e4567-e89b-12d3-a456-426614174000",
        "artifact_store_id": "123e4567-e89b-12d3-a456-426614174000"
      },
      "resources": {
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "id": "123e4567-e89b-12d3-a456-426614174000",
      "permission_denied": false
    },
    "snapshot_id": "123e4567-e89b-12d3-a456-426614174000",
    "pipeline_run_id": "123e4567-e89b-12d3-a456-426614174000",
    "original_step_run_id": "123e4567-e89b-12d3-a456-426614174000",
    "parent_step_ids": [
      "123e4567-e89b-12d3-a456-426614174000"
    ],
    "run_metadata": {
      "ANY_ADDITIONAL_PROPERTY": "text"
    }
  },
  "resources": {
    "user": {
      "body": {
        "created": "2026-01-13T13:16:49.799Z",
        "updated": "2026-01-13T13:16:49.799Z",
        "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"
    },
    "model_version": {
      "body": "[Circular Reference]",
      "metadata": {
        "description": "text",
        "run_metadata": {
          "ANY_ADDITIONAL_PROPERTY": "text"
        }
      },
      "resources": "[Circular Reference]",
      "id": "123e4567-e89b-12d3-a456-426614174000",
      "permission_denied": false,
      "name": "text"
    },
    "inputs": {
      "ANY_ADDITIONAL_PROPERTY": [
        {
          "body": {
            "created": "2026-01-13T13:16:49.799Z",
            "updated": "2026-01-13T13:16:49.799Z",
            "user_id": "123e4567-e89b-12d3-a456-426614174000",
            "project_id": "123e4567-e89b-12d3-a456-426614174000",
            "artifact": {
              "body": {
                "created": "2026-01-13T13:16:49.799Z",
                "updated": "2026-01-13T13:16:49.799Z",
                "user_id": "123e4567-e89b-12d3-a456-426614174000",
                "project_id": "123e4567-e89b-12d3-a456-426614174000"
              },
              "metadata": {
                "has_custom_name": false
              },
              "resources": {
                "user": {
                  "body": {
                    "created": "2026-01-13T13:16:49.799Z",
                    "updated": "2026-01-13T13:16:49.799Z",
                    "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"
                },
                "tags": [
                  {
                    "body": {
                      "created": "2026-01-13T13:16:49.799Z",
                      "updated": "2026-01-13T13:16:49.799Z",
                      "user_id": "123e4567-e89b-12d3-a456-426614174000",
                      "color": "grey",
                      "exclusive": true
                    },
                    "metadata": {
                      "tagged_count": 1
                    },
                    "resources": {
                      "user": {
                        "body": {
                          "created": "2026-01-13T13:16:49.799Z",
                          "updated": "2026-01-13T13:16:49.799Z",
                          "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"
                      },
                      "ANY_ADDITIONAL_PROPERTY": "anything"
                    },
                    "id": "123e4567-e89b-12d3-a456-426614174000",
                    "permission_denied": false,
                    "name": "text"
                  }
                ],
                "latest_version_name": "text",
                "latest_version_id": "123e4567-e89b-12d3-a456-426614174000",
                "ANY_ADDITIONAL_PROPERTY": "anything"
              },
              "id": "123e4567-e89b-12d3-a456-426614174000",
              "permission_denied": false,
              "name": "text"
            },
            "version": "text",
            "uri": "text",
            "type": "DataAnalysisArtifact",
            "materializer": {
              "module": "text",
              "attribute": "text",
              "type": "user",
              "ANY_ADDITIONAL_PROPERTY": "anything"
            },
            "data_type": {
              "module": "text",
              "attribute": "text",
              "type": "user",
              "ANY_ADDITIONAL_PROPERTY": "anything"
            },
            "save_type": "step_output",
            "artifact_store_id": "123e4567-e89b-12d3-a456-426614174000",
            "content_hash": "text"
          },
          "metadata": "[Circular Reference]",
          "resources": {
            "user": {
              "body": {
                "created": "2026-01-13T13:16:49.799Z",
                "updated": "2026-01-13T13:16:49.799Z",
                "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"
            },
            "tags": [
              {
                "body": {
                  "created": "2026-01-13T13:16:49.799Z",
                  "updated": "2026-01-13T13:16:49.799Z",
                  "user_id": "123e4567-e89b-12d3-a456-426614174000",
                  "color": "grey",
                  "exclusive": true
                },
                "metadata": {
                  "tagged_count": 1
                },
                "resources": {
                  "user": {
                    "body": {
                      "created": "2026-01-13T13:16:49.799Z",
                      "updated": "2026-01-13T13:16:49.799Z",
                      "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"
                  },
                  "ANY_ADDITIONAL_PROPERTY": "anything"
                },
                "id": "123e4567-e89b-12d3-a456-426614174000",
                "permission_denied": false,
                "name": "text"
              }
            ],
            "producer_step_run_id": "123e4567-e89b-12d3-a456-426614174000",
            "producer_pipeline_run_id": "123e4567-e89b-12d3-a456-426614174000",
            "ANY_ADDITIONAL_PROPERTY": "anything"
          },
          "id": "123e4567-e89b-12d3-a456-426614174000",
          "permission_denied": false,
          "input_type": "step_output"
        }
      ]
    },
    "outputs": {
      "ANY_ADDITIONAL_PROPERTY": [
        {
          "body": {
            "created": "2026-01-13T13:16:49.799Z",
            "updated": "2026-01-13T13:16:49.799Z",
            "user_id": "123e4567-e89b-12d3-a456-426614174000",
            "project_id": "123e4567-e89b-12d3-a456-426614174000",
            "artifact": {
              "body": {
                "created": "2026-01-13T13:16:49.799Z",
                "updated": "2026-01-13T13:16:49.799Z",
                "user_id": "123e4567-e89b-12d3-a456-426614174000",
                "project_id": "123e4567-e89b-12d3-a456-426614174000"
              },
              "metadata": {
                "has_custom_name": false
              },
              "resources": {
                "user": {
                  "body": {
                    "created": "2026-01-13T13:16:49.799Z",
                    "updated": "2026-01-13T13:16:49.799Z",
                    "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"
                },
                "tags": [
                  {
                    "body": {
                      "created": "2026-01-13T13:16:49.799Z",
                      "updated": "2026-01-13T13:16:49.799Z",
                      "user_id": "123e4567-e89b-12d3-a456-426614174000",
                      "color": "grey",
                      "exclusive": true
                    },
                    "metadata": {
                      "tagged_count": 1
                    },
                    "resources": {
                      "user": {
                        "body": {
                          "created": "2026-01-13T13:16:49.799Z",
                          "updated": "2026-01-13T13:16:49.799Z",
                          "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"
                      },
                      "ANY_ADDITIONAL_PROPERTY": "anything"
                    },
                    "id": "123e4567-e89b-12d3-a456-426614174000",
                    "permission_denied": false,
                    "name": "text"
                  }
                ],
                "latest_version_name": "text",
                "latest_version_id": "123e4567-e89b-12d3-a456-426614174000",
                "ANY_ADDITIONAL_PROPERTY": "anything"
              },
              "id": "123e4567-e89b-12d3-a456-426614174000",
              "permission_denied": false,
              "name": "text"
            },
            "version": "text",
            "uri": "text",
            "type": "DataAnalysisArtifact",
            "materializer": {
              "module": "text",
              "attribute": "text",
              "type": "user",
              "ANY_ADDITIONAL_PROPERTY": "anything"
            },
            "data_type": {
              "module": "text",
              "attribute": "text",
              "type": "user",
              "ANY_ADDITIONAL_PROPERTY": "anything"
            },
            "save_type": "step_output",
            "artifact_store_id": "123e4567-e89b-12d3-a456-426614174000",
            "content_hash": "text"
          },
          "metadata": "[Circular Reference]",
          "resources": {
            "user": {
              "body": {
                "created": "2026-01-13T13:16:49.799Z",
                "updated": "2026-01-13T13:16:49.799Z",
                "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"
            },
            "tags": [
              {
                "body": {
                  "created": "2026-01-13T13:16:49.799Z",
                  "updated": "2026-01-13T13:16:49.799Z",
                  "user_id": "123e4567-e89b-12d3-a456-426614174000",
                  "color": "grey",
                  "exclusive": true
                },
                "metadata": {
                  "tagged_count": 1
                },
                "resources": {
                  "user": {
                    "body": {
                      "created": "2026-01-13T13:16:49.799Z",
                      "updated": "2026-01-13T13:16:49.799Z",
                      "active": false,
                      "activation_token": "text",
                      "full_name": "",
                      "email_opted_in": true,
                      "is_service_account": true,
                      "is_admin": true,
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