{
  "$defs": {
    "ChainProgress": {
      "additionalProperties": false,
      "description": "Per-chain sampler progress (Expert run view).",
      "properties": {
        "chain": {
          "minimum": 0,
          "title": "Chain",
          "type": "integer"
        },
        "divergences": {
          "default": 0,
          "minimum": 0,
          "title": "Divergences",
          "type": "integer"
        },
        "draws_done": {
          "minimum": 0,
          "title": "Draws Done",
          "type": "integer"
        },
        "draws_total": {
          "minimum": 0,
          "title": "Draws Total",
          "type": "integer"
        },
        "num_steps": {
          "anyOf": [
            {
              "minimum": 0,
              "type": "integer"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Leapfrog steps of the latest draw (v0.11)",
          "title": "Num Steps"
        },
        "step_size": {
          "anyOf": [
            {
              "minimum": 0,
              "type": "number"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Current step size (v0.11)",
          "title": "Step Size"
        },
        "tuning": {
          "default": false,
          "title": "Tuning",
          "type": "boolean"
        }
      },
      "required": [
        "chain",
        "draws_done",
        "draws_total"
      ],
      "title": "ChainProgress",
      "type": "object"
    },
    "DistributionSummary": {
      "description": "A distribution in business units: mean, sd and named quantiles (``\"0.05\"`` \u2026).",
      "examples": [
        {
          "mean": 2.6,
          "quantiles": {
            "0.05": 1.5,
            "0.5": 2.5,
            "0.95": 4.1
          },
          "sd": 0.8
        }
      ],
      "properties": {
        "mean": {
          "title": "Mean",
          "type": "number"
        },
        "quantiles": {
          "additionalProperties": {
            "type": "number"
          },
          "maxProperties": 32,
          "title": "Quantiles",
          "type": "object"
        },
        "sd": {
          "minimum": 0,
          "title": "Sd",
          "type": "number"
        },
        "units": {
          "anyOf": [
            {
              "maxLength": 64,
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Units"
        }
      },
      "required": [
        "mean",
        "sd"
      ],
      "title": "DistributionSummary",
      "type": "object"
    },
    "ErrorCode": {
      "description": "Stable error codes. See :data:`ERROR_INFO` for HTTP status and titles.",
      "enum": [
        "SCHEMA_INVALID",
        "SPEC_PARSE_ERROR",
        "PAYLOAD_TOO_LARGE",
        "UNSUPPORTED_API_VERSION",
        "REF_UNRESOLVED",
        "SETTINGS_INVALID",
        "BINDING_INVALID",
        "SPLIT_INVALID",
        "LEAKAGE_RISK",
        "DIM_POLICY_LOOSENED",
        "SCHEMA_DYNAMIC",
        "SIDE_TABLE_COVERAGE",
        "PLOT_UNSAFE",
        "UNSEEN_LEVELS",
        "COORD_NOT_ALLOWED",
        "HORIZON_EXCEEDS_FIT",
        "MISSING_FUTURE_COVARIATE",
        "NON_CONTIGUOUS_EXTENSION",
        "CAPABILITY_UNSUPPORTED",
        "RECURSIVE_UNSUPPORTED",
        "MODE_NOT_SUPPORTED",
        "QUOTA_EXCEEDED",
        "RATE_LIMITED",
        "UNAUTHENTICATED",
        "FORBIDDEN",
        "NOT_FOUND",
        "CONFLICT",
        "IDEMPOTENCY_CONFLICT",
        "PRECONDITION_FAILED",
        "USER_CODE_ERROR",
        "RESOURCE_EXHAUSTED",
        "INFRA_ERROR",
        "INTEGRITY_FAILURE",
        "TIMEOUT",
        "SANDBOX_VIOLATION",
        "CANCELLED",
        "INTERNAL_ERROR",
        "GUIDED_ANSWERS_INVALID",
        "BUSINESS_PRIORS_INVALID",
        "CALIBRATION_UNSUPPORTED",
        "IMPORT_UNSUPPORTED",
        "SCENARIO_OUT_OF_RANGE",
        "PROMOTION_BLOCKED",
        "OVERRIDE_REQUIRED",
        "WEBHOOK_URL_BLOCKED",
        "WEBHOOK_SIGNATURE_INVALID",
        "EMBED_NOT_ALLOWED",
        "LINK_EXPIRED",
        "EMAIL_NOT_ALLOWED",
        "TERMS_NOT_ACCEPTED",
        "EMAIL_NOT_VERIFIED",
        "IDENTITY_VERIFICATION_REQUIRED",
        "ABOUT_INCOMPLETE",
        "CHOOSER_ANSWER_INVALID",
        "WORKFLOW_INVALID",
        "EXPRESSION_INVALID",
        "EXPRESSION_ERROR",
        "NODE_UNKNOWN",
        "SCHEDULE_INVALID",
        "WORKFLOW_NOT_RUNNABLE",
        "POLICY_INVALID",
        "VALIDATION_TRANSITION_INVALID",
        "SELF_APPROVAL_FORBIDDEN",
        "NOT_VALIDATED",
        "EXPLORE_INVALID",
        "OPTIMIZE_INFEASIBLE",
        "ACTUALS_NOT_SUPPORTED",
        "ACTUALS_INVALID",
        "NOT_READY",
        "INGEST_UNSAFE_FILE"
      ],
      "title": "ErrorCode",
      "type": "string"
    },
    "FailureClass": {
      "description": "Why a run ended ``FAILED``; each maps to one stable :class:`ErrorCode`.",
      "enum": [
        "user",
        "resource_exhausted",
        "infra",
        "integrity",
        "timeout",
        "sandbox"
      ],
      "title": "FailureClass",
      "type": "string"
    },
    "FanChart": {
      "description": "Quantile bands of a series along one dim (a KPI fan): ``values[i][j]`` is quantile\n``quantiles[i]`` at ``coords[j]``. ``observed`` (if any) is the data over ``coords``.",
      "examples": [
        {
          "coords": [
            "2026-01-04",
            "2026-01-11"
          ],
          "dim": "time",
          "observed": [
            101.0,
            99.5
          ],
          "quantiles": [
            0.05,
            0.5,
            0.95
          ],
          "units": "kEUR",
          "values": [
            [
              80.0,
              82.0
            ],
            [
              100.0,
              103.0
            ],
            [
              125.0,
              129.0
            ]
          ]
        }
      ],
      "properties": {
        "coords": {
          "items": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "integer"
              },
              {
                "type": "number"
              }
            ]
          },
          "maxItems": 10000,
          "title": "Coords",
          "type": "array"
        },
        "dim": {
          "pattern": "^[A-Za-z_][A-Za-z0-9_.\\-]{0,127}$",
          "title": "Dim",
          "type": "string"
        },
        "observed": {
          "anyOf": [
            {
              "items": {
                "anyOf": [
                  {
                    "type": "number"
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "type": "array"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Observed"
        },
        "quantiles": {
          "items": {
            "type": "number"
          },
          "maxItems": 16,
          "minItems": 1,
          "title": "Quantiles",
          "type": "array"
        },
        "units": {
          "anyOf": [
            {
              "maxLength": 64,
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Units"
        },
        "values": {
          "items": {
            "items": {
              "anyOf": [
                {
                  "type": "number"
                },
                {
                  "type": "null"
                }
              ]
            },
            "type": "array"
          },
          "maxItems": 16,
          "title": "Values",
          "type": "array"
        }
      },
      "required": [
        "dim",
        "coords",
        "quantiles",
        "values"
      ],
      "title": "FanChart",
      "type": "object"
    },
    "Issue": {
      "additionalProperties": false,
      "description": "One problem found while validating a document, located by a JSON pointer.",
      "properties": {
        "code": {
          "$ref": "#/$defs/ErrorCode"
        },
        "context": {
          "additionalProperties": {
            "$ref": "#/$defs/JsonValue"
          },
          "title": "Context",
          "type": "object"
        },
        "message": {
          "description": "Trusted, platform-authored text",
          "maxLength": 2000,
          "title": "Message",
          "type": "string"
        },
        "pointer": {
          "default": "",
          "description": "RFC 6901 JSON pointer into the submitted document",
          "title": "Pointer",
          "type": "string"
        },
        "severity": {
          "$ref": "#/$defs/Severity",
          "default": "error"
        },
        "suggested_action": {
          "anyOf": [
            {
              "maxLength": 2000,
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Suggested Action"
        },
        "untrusted_text": {
          "anyOf": [
            {
              "maxLength": 8000,
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "User/plugin-originated text; render as text only",
          "title": "Untrusted Text"
        }
      },
      "required": [
        "code",
        "message"
      ],
      "title": "Issue",
      "type": "object"
    },
    "JsonValue": {},
    "PriorPreview": {
      "description": "The prior predictive in business units: what the model believes *before* seeing the\nKPI, so users can check that their beliefs came out as intended.",
      "examples": [
        {
          "contribution_share": {
            "tv": {
              "mean": 0.12,
              "quantiles": {
                "0.05": 0.06,
                "0.95": 0.19
              },
              "sd": 0.04
            }
          },
          "kpi_fan": {
            "coords": [
              "2026-01-04",
              "2026-01-11"
            ],
            "dim": "time",
            "observed": [
              101.0,
              99.5
            ],
            "quantiles": [
              0.05,
              0.5,
              0.95
            ],
            "units": "kEUR",
            "values": [
              [
                80.0,
                82.0
              ],
              [
                100.0,
                103.0
              ],
              [
                125.0,
                129.0
              ]
            ]
          },
          "roi": {
            "tv": {
              "mean": 2.6,
              "quantiles": {
                "0.05": 1.5,
                "0.5": 2.5,
                "0.95": 4.1
              },
              "sd": 0.8
            }
          }
        }
      ],
      "properties": {
        "baseline_share": {
          "anyOf": [
            {
              "$ref": "#/$defs/DistributionSummary"
            },
            {
              "type": "null"
            }
          ],
          "default": null
        },
        "contribution_share": {
          "additionalProperties": {
            "$ref": "#/$defs/DistributionSummary"
          },
          "maxProperties": 64,
          "title": "Contribution Share",
          "type": "object"
        },
        "kpi_fan": {
          "anyOf": [
            {
              "$ref": "#/$defs/FanChart"
            },
            {
              "type": "null"
            }
          ],
          "default": null
        },
        "roi": {
          "additionalProperties": {
            "$ref": "#/$defs/DistributionSummary"
          },
          "maxProperties": 64,
          "title": "Roi",
          "type": "object"
        }
      },
      "title": "PriorPreview",
      "type": "object"
    },
    "PriorTranslationResult": {
      "description": "``priors.json`` of a ``translate_priors`` run.\n\n``priors`` are model-space priors in the plugin's ``settings.priors`` form (engine-neutral\n``{distribution, <params>, dims}`` dicts; per-channel parameters are lists in ``channels``\norder), to be written\nat :data:`PRIORS_POINTER`. ``coverage`` is the prior mass inside each stated range\n(close to the stated credibility when the translation is faithful).",
      "examples": [
        {
          "channels": [
            "tv",
            "search",
            "social"
          ],
          "coverage": {
            "search": 0.88,
            "social": 0.81,
            "tv": 0.79
          },
          "draws": 500,
          "format": "mapi.prior-translation/v1",
          "preview": {
            "contribution_share": {
              "tv": {
                "mean": 0.12,
                "quantiles": {
                  "0.05": 0.06,
                  "0.95": 0.19
                },
                "sd": 0.04
              }
            },
            "kpi_fan": {
              "coords": [
                "2026-01-04",
                "2026-01-11"
              ],
              "dim": "time",
              "observed": [
                101.0,
                99.5
              ],
              "quantiles": [
                0.05,
                0.5,
                0.95
              ],
              "units": "kEUR",
              "values": [
                [
                  80.0,
                  82.0
                ],
                [
                  100.0,
                  103.0
                ],
                [
                  125.0,
                  129.0
                ]
              ]
            },
            "roi": {
              "tv": {
                "mean": 2.6,
                "quantiles": {
                  "0.05": 1.5,
                  "0.5": 2.5,
                  "0.95": 4.1
                },
                "sd": 0.8
              }
            }
          },
          "priors": {
            "intercept": {
              "mu": 0.2,
              "sigma": 0.3
            },
            "roi": {
              "search": {
                "mu": 1.2,
                "sigma": 0.33
              },
              "social": {
                "mu": 0.1,
                "sigma": 0.5
              },
              "tv": {
                "mu": 0.9,
                "sigma": 0.38
              }
            }
          },
          "seed": 7
        }
      ],
      "properties": {
        "channels": {
          "items": {
            "type": "string"
          },
          "maxItems": 64,
          "title": "Channels",
          "type": "array"
        },
        "coverage": {
          "additionalProperties": {
            "type": "number"
          },
          "maxProperties": 64,
          "title": "Coverage",
          "type": "object"
        },
        "draws": {
          "minimum": 1,
          "title": "Draws",
          "type": "integer"
        },
        "format": {
          "const": "mapi.prior-translation/v1",
          "default": "mapi.prior-translation/v1",
          "title": "Format",
          "type": "string"
        },
        "issues": {
          "items": {
            "$ref": "#/$defs/Issue"
          },
          "maxItems": 256,
          "title": "Issues",
          "type": "array"
        },
        "preview": {
          "$ref": "#/$defs/PriorPreview"
        },
        "priors": {
          "additionalProperties": {
            "additionalProperties": {
              "$ref": "#/$defs/JsonValue"
            },
            "type": "object"
          },
          "maxProperties": 64,
          "title": "Priors",
          "type": "object"
        },
        "seed": {
          "anyOf": [
            {
              "type": "integer"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Seed"
        }
      },
      "required": [
        "channels",
        "draws"
      ],
      "title": "PriorTranslationResult",
      "type": "object"
    },
    "Problem": {
      "additionalProperties": false,
      "description": "RFC 7807 problem document with mapi extensions (``code``, ``errors``, ``untrusted_text``).",
      "properties": {
        "code": {
          "$ref": "#/$defs/ErrorCode"
        },
        "detail": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Detail"
        },
        "errors": {
          "items": {
            "$ref": "#/$defs/Issue"
          },
          "title": "Errors",
          "type": "array"
        },
        "instance": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Instance"
        },
        "status": {
          "maximum": 599,
          "minimum": 100,
          "title": "Status",
          "type": "integer"
        },
        "title": {
          "title": "Title",
          "type": "string"
        },
        "trace_id": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Trace Id"
        },
        "type": {
          "default": "about:blank",
          "title": "Type",
          "type": "string"
        },
        "untrusted_text": {
          "anyOf": [
            {
              "maxLength": 65536,
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Untrusted Text"
        }
      },
      "required": [
        "title",
        "status",
        "code"
      ],
      "title": "Problem",
      "type": "object"
    },
    "ProgressSnapshot": {
      "description": "Latest coalesced progress (one upserted row per run).",
      "examples": [
        {
          "chains": [
            {
              "chain": 0,
              "divergences": 0,
              "draws_done": 400,
              "draws_total": 1000
            },
            {
              "chain": 1,
              "divergences": 1,
              "draws_done": 380,
              "draws_total": 1000
            }
          ],
          "eta_seconds": 95,
          "fraction": 0.4,
          "message": "drawing samples",
          "phase": "sample",
          "seq": 42,
          "updated_at": "2026-10-15T09:30:00Z"
        }
      ],
      "properties": {
        "chains": {
          "items": {
            "$ref": "#/$defs/ChainProgress"
          },
          "title": "Chains",
          "type": "array"
        },
        "eta_seconds": {
          "anyOf": [
            {
              "minimum": 0,
              "type": "number"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Eta Seconds"
        },
        "fraction": {
          "anyOf": [
            {
              "maximum": 1,
              "minimum": 0,
              "type": "number"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Fraction"
        },
        "message": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Message"
        },
        "phase": {
          "$ref": "#/$defs/RunnerPhase"
        },
        "seq": {
          "minimum": 0,
          "title": "Seq",
          "type": "integer"
        },
        "updated_at": {
          "format": "date-time",
          "title": "Updated At",
          "type": "string"
        }
      },
      "required": [
        "seq",
        "phase",
        "updated_at"
      ],
      "title": "ProgressSnapshot",
      "type": "object"
    },
    "ResourceClass": {
      "description": "Executor resource class. Ordered: ``S < M < L < XL < GPU``.\n\n``GPU`` is the last (highest-rank) member on purpose: a quota whose\n``max_resource_class`` is below it refuses it, and :meth:`next_up` never offers it.",
      "enum": [
        "S",
        "M",
        "L",
        "XL",
        "GPU"
      ],
      "title": "ResourceClass",
      "type": "string"
    },
    "Run": {
      "description": "A unit of work and its lifecycle (see the state machine in ``mapi_spec.run``).",
      "examples": [
        {
          "attempt": 1,
          "cost": {
            "estimated": true
          },
          "created_at": "2026-10-15T09:30:00Z",
          "executor": "local-process",
          "id": "run_01jaf3q2x8m9v7k5h4g3f2e1d0",
          "kind": "fit",
          "name": "weekly sales, adstock 4",
          "progress": {
            "chains": [
              {
                "chain": 0,
                "divergences": 0,
                "draws_done": 400,
                "draws_total": 1000
              },
              {
                "chain": 1,
                "divergences": 1,
                "draws_done": 380,
                "draws_total": 1000
              }
            ],
            "eta_seconds": 95,
            "fraction": 0.4,
            "message": "drawing samples",
            "phase": "sample",
            "seq": 42,
            "updated_at": "2026-10-15T09:30:00Z"
          },
          "project_id": "default",
          "queued_at": "2026-10-15T09:30:00Z",
          "resource_class": "M",
          "spec_hash": "sha256:3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f",
          "spec_id": "spc_01jaf3b1c2d3e4f5g6h7j8k9m0",
          "spec_revision": 2,
          "started_at": "2026-10-15T09:30:05Z",
          "state": "running",
          "tags": {
            "stage": "candidate",
            "team": "growth"
          },
          "tenant_id": "default",
          "timeout": "45m",
          "updated_at": "2026-10-15T09:31:00Z"
        },
        {
          "attempt": 1,
          "created_at": "2026-10-15T09:30:00Z",
          "failure_class": "resource_exhausted",
          "finished_at": "2026-10-15T09:40:00Z",
          "id": "run_01jaf3q2x8m9v7k5h4g3f2e1d0",
          "kind": "fit",
          "problem": {
            "code": "RESOURCE_EXHAUSTED",
            "detail": "the worker was killed (exit 137); retry at class L",
            "status": 507,
            "title": "Run exhausted its resources",
            "type": "urn:mapi:error:RESOURCE_EXHAUSTED"
          },
          "project_id": "default",
          "resource_class": "M",
          "state": "failed",
          "tenant_id": "default",
          "timeout": "45m",
          "updated_at": "2026-10-15T09:40:00Z"
        }
      ],
      "properties": {
        "attempt": {
          "minimum": 1,
          "title": "Attempt",
          "type": "integer"
        },
        "columns": {
          "anyOf": [
            {
              "additionalProperties": {
                "anyOf": [
                  {
                    "type": "number"
                  },
                  {
                    "type": "string"
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "type": "object"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Values of the requested `column` refs (list_runs only), keyed by RunRef.text()",
          "title": "Columns"
        },
        "cost": {
          "$ref": "#/$defs/RunCost"
        },
        "created_at": {
          "format": "date-time",
          "title": "Created At",
          "type": "string"
        },
        "dataset_id": {
          "anyOf": [
            {
              "examples": [
                "run_01jaf3q2x8m9v7k5h4g3f2e1d0"
              ],
              "pattern": "^[A-Za-z0-9][A-Za-z0-9_.\\-]{0,127}$",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Dataset Id"
        },
        "executor": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Executor"
        },
        "experiment_id": {
          "anyOf": [
            {
              "examples": [
                "run_01jaf3q2x8m9v7k5h4g3f2e1d0"
              ],
              "pattern": "^[A-Za-z0-9][A-Za-z0-9_.\\-]{0,127}$",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Experiment of the run (v0.14)",
          "title": "Experiment Id"
        },
        "failure_class": {
          "anyOf": [
            {
              "$ref": "#/$defs/FailureClass"
            },
            {
              "type": "null"
            }
          ],
          "default": null
        },
        "finished_at": {
          "anyOf": [
            {
              "format": "date-time",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Finished At"
        },
        "id": {
          "examples": [
            "run_01jaf3q2x8m9v7k5h4g3f2e1d0"
          ],
          "pattern": "^[A-Za-z0-9][A-Za-z0-9_.\\-]{0,127}$",
          "title": "Id",
          "type": "string"
        },
        "kind": {
          "$ref": "#/$defs/RunKind"
        },
        "labels": {
          "additionalProperties": {
            "type": "string"
          },
          "title": "Labels",
          "type": "object"
        },
        "model_version_id": {
          "anyOf": [
            {
              "examples": [
                "run_01jaf3q2x8m9v7k5h4g3f2e1d0"
              ],
              "pattern": "^[A-Za-z0-9][A-Za-z0-9_.\\-]{0,127}$",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Model Version Id"
        },
        "name": {
          "anyOf": [
            {
              "maxLength": 200,
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Display name (v0.11)",
          "title": "Name"
        },
        "note": {
          "anyOf": [
            {
              "maxLength": 20000,
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Free-text note (untrusted text, v0.11)",
          "title": "Note"
        },
        "output_model_version_id": {
          "anyOf": [
            {
              "examples": [
                "run_01jaf3q2x8m9v7k5h4g3f2e1d0"
              ],
              "pattern": "^[A-Za-z0-9][A-Za-z0-9_.\\-]{0,127}$",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "The model version a successful fit produced",
          "title": "Output Model Version Id"
        },
        "parent_run_id": {
          "anyOf": [
            {
              "examples": [
                "run_01jaf3q2x8m9v7k5h4g3f2e1d0"
              ],
              "pattern": "^[A-Za-z0-9][A-Za-z0-9_.\\-]{0,127}$",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Parent Run Id"
        },
        "problem": {
          "anyOf": [
            {
              "$ref": "#/$defs/Problem"
            },
            {
              "type": "null"
            }
          ],
          "default": null
        },
        "progress": {
          "anyOf": [
            {
              "$ref": "#/$defs/ProgressSnapshot"
            },
            {
              "type": "null"
            }
          ],
          "default": null
        },
        "project_id": {
          "pattern": "^[a-z0-9](?:[a-z0-9_-]{0,62}[a-z0-9])?$",
          "title": "Project Id",
          "type": "string"
        },
        "queued_at": {
          "anyOf": [
            {
              "format": "date-time",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Queued At"
        },
        "resource_class": {
          "$ref": "#/$defs/ResourceClass"
        },
        "retry_of": {
          "anyOf": [
            {
              "examples": [
                "run_01jaf3q2x8m9v7k5h4g3f2e1d0"
              ],
              "pattern": "^[A-Za-z0-9][A-Za-z0-9_.\\-]{0,127}$",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Retry Of"
        },
        "spec_hash": {
          "anyOf": [
            {
              "pattern": "^sha256:[0-9a-f]{64}$",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Spec Hash"
        },
        "spec_id": {
          "anyOf": [
            {
              "examples": [
                "run_01jaf3q2x8m9v7k5h4g3f2e1d0"
              ],
              "pattern": "^[A-Za-z0-9][A-Za-z0-9_.\\-]{0,127}$",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Spec Id"
        },
        "spec_revision": {
          "anyOf": [
            {
              "type": "integer"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Spec Revision"
        },
        "started_at": {
          "anyOf": [
            {
              "format": "date-time",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Started At"
        },
        "state": {
          "$ref": "#/$defs/RunState"
        },
        "tags": {
          "additionalProperties": {
            "type": "string"
          },
          "description": "Mutable run tags (v0.11; labels stay create-only)",
          "title": "Tags",
          "type": "object"
        },
        "tenant_id": {
          "pattern": "^[a-z0-9](?:[a-z0-9_-]{0,62}[a-z0-9])?$",
          "title": "Tenant Id",
          "type": "string"
        },
        "timeout": {
          "description": "Duration such as '45m', '1h30m' or '90s'.",
          "examples": [
            "45m",
            "1h30m"
          ],
          "pattern": "^(?=.)(\\d+h)?(\\d+m)?(\\d+s)?$",
          "title": "Timeout",
          "type": "string"
        },
        "updated_at": {
          "format": "date-time",
          "title": "Updated At",
          "type": "string"
        }
      },
      "required": [
        "id",
        "tenant_id",
        "project_id",
        "kind",
        "state",
        "attempt",
        "resource_class",
        "timeout",
        "created_at",
        "updated_at"
      ],
      "title": "Run",
      "type": "object"
    },
    "RunCost": {
      "description": "Cost of a run (all attempts). ``estimated`` is true until an ``actual`` ledger entry\nexists; ``usd`` is kept for v0.2 clients and is set only when the currency is USD.",
      "examples": [
        {
          "estimated": true,
          "gib_seconds": null,
          "usd": null,
          "vcpu_seconds": null
        },
        {
          "amount_micros": 31200,
          "attempts_billed": 1,
          "currency": "USD",
          "estimate_micros": 30000,
          "estimated": false,
          "gib_seconds": 4800,
          "price_version": "cloudrun-list-2026-10",
          "usd": 0.0312,
          "vcpu_seconds": 1200
        }
      ],
      "properties": {
        "amount_micros": {
          "anyOf": [
            {
              "type": "integer"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Amount Micros"
        },
        "attempts_billed": {
          "default": 0,
          "minimum": 0,
          "title": "Attempts Billed",
          "type": "integer"
        },
        "currency": {
          "anyOf": [
            {
              "pattern": "^[A-Z]{3}$",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Currency"
        },
        "estimate_micros": {
          "anyOf": [
            {
              "minimum": 0,
              "type": "integer"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Pre-run estimate",
          "title": "Estimate Micros"
        },
        "estimated": {
          "default": true,
          "title": "Estimated",
          "type": "boolean"
        },
        "gib_seconds": {
          "anyOf": [
            {
              "type": "number"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Gib Seconds"
        },
        "price_version": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Price Version"
        },
        "usd": {
          "anyOf": [
            {
              "type": "number"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Usd"
        },
        "vcpu_seconds": {
          "anyOf": [
            {
              "type": "number"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Vcpu Seconds"
        }
      },
      "title": "RunCost",
      "type": "object"
    },
    "RunKind": {
      "description": "What a run does. ``validate`` is the explicit sandboxed dry-run of a spec.\n\n``sweep``, ``backtest``, ``sbc`` and ``campaign`` are fan-out *parents* (plan \u00a76.2,\nM4): they own child runs and never execute on an executor themselves.",
      "enum": [
        "ingest",
        "describe",
        "validate",
        "fit",
        "score",
        "evaluate",
        "derive",
        "render",
        "optimize",
        "sweep",
        "backtest",
        "sbc",
        "campaign",
        "translate_priors",
        "workflow",
        "workflow_node",
        "explore",
        "governance",
        "inspect"
      ],
      "title": "RunKind",
      "type": "string"
    },
    "RunState": {
      "description": "Lifecycle of a run (plan \u00a78.3). Terminal states never change again, except that a\n``PARTIAL`` run can be resumed (``RESUME`` \u2192 ``QUEUED`` with a new attempt).",
      "enum": [
        "created",
        "rejected",
        "queued",
        "dispatching",
        "provisioning",
        "running",
        "stalled",
        "finalizing",
        "succeeded",
        "partial",
        "failed",
        "cancelling",
        "cancelled"
      ],
      "title": "RunState",
      "type": "string"
    },
    "RunnerPhase": {
      "description": "Coarse phase reported by the runner (drives progress text in the UI).",
      "enum": [
        "bootstrap",
        "load_inputs",
        "validate",
        "preprocess",
        "fit",
        "sample",
        "score",
        "evaluate",
        "derive",
        "plots",
        "upload",
        "done"
      ],
      "title": "RunnerPhase",
      "type": "string"
    },
    "Severity": {
      "description": "How bad an :class:`Issue` is. Only ``error`` blocks submission.",
      "enum": [
        "info",
        "warning",
        "error"
      ],
      "title": "Severity",
      "type": "string"
    }
  },
  "$id": "https://schemas.mapi.dev/v1/api-PriorTranslation.json",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "description": "``GET /v1/guided/prior-translations/{run_id}`` (and the ``202`` of the POST): the run\nand, once it succeeded, the translated priors with their preview. Apply ``result.priors``\nat ``apply_at`` (``mapi_spec.calibration.apply_prior_translation``).",
  "examples": [
    {
      "done": true,
      "result": {
        "channels": [
          "tv",
          "search",
          "social"
        ],
        "coverage": {
          "search": 0.88,
          "social": 0.81,
          "tv": 0.79
        },
        "draws": 500,
        "format": "mapi.prior-translation/v1",
        "preview": {
          "contribution_share": {
            "tv": {
              "mean": 0.12,
              "quantiles": {
                "0.05": 0.06,
                "0.95": 0.19
              },
              "sd": 0.04
            }
          },
          "kpi_fan": {
            "coords": [
              "2026-01-04",
              "2026-01-11"
            ],
            "dim": "time",
            "observed": [
              101.0,
              99.5
            ],
            "quantiles": [
              0.05,
              0.5,
              0.95
            ],
            "units": "kEUR",
            "values": [
              [
                80.0,
                82.0
              ],
              [
                100.0,
                103.0
              ],
              [
                125.0,
                129.0
              ]
            ]
          },
          "roi": {
            "tv": {
              "mean": 2.6,
              "quantiles": {
                "0.05": 1.5,
                "0.5": 2.5,
                "0.95": 4.1
              },
              "sd": 0.8
            }
          }
        },
        "priors": {
          "intercept": {
            "mu": 0.2,
            "sigma": 0.3
          },
          "roi": {
            "search": {
              "mu": 1.2,
              "sigma": 0.33
            },
            "social": {
              "mu": 0.1,
              "sigma": 0.5
            },
            "tv": {
              "mu": 0.9,
              "sigma": 0.38
            }
          }
        },
        "seed": 7
      },
      "run": {
        "attempt": 1,
        "cost": {
          "estimated": true
        },
        "created_at": "2026-10-15T09:30:00Z",
        "executor": "local-process",
        "id": "run_01jaf3q2x8m9v7k5h4g3f2e1d0",
        "kind": "translate_priors",
        "name": "weekly sales, adstock 4",
        "progress": null,
        "project_id": "default",
        "queued_at": "2026-10-15T09:30:00Z",
        "resource_class": "M",
        "spec_hash": "sha256:3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f3f",
        "spec_id": "spc_01jaf3b1c2d3e4f5g6h7j8k9m0",
        "spec_revision": 2,
        "started_at": "2026-10-15T09:30:05Z",
        "state": "succeeded",
        "tags": {
          "stage": "candidate",
          "team": "growth"
        },
        "tenant_id": "default",
        "timeout": "45m",
        "updated_at": "2026-10-15T09:31:00Z"
      }
    }
  ],
  "properties": {
    "apply_at": {
      "default": "/model/settings/priors",
      "title": "Apply At",
      "type": "string"
    },
    "done": {
      "title": "Done",
      "type": "boolean"
    },
    "result": {
      "anyOf": [
        {
          "$ref": "#/$defs/PriorTranslationResult"
        },
        {
          "type": "null"
        }
      ],
      "default": null
    },
    "run": {
      "$ref": "#/$defs/Run"
    }
  },
  "required": [
    "run",
    "done"
  ],
  "title": "PriorTranslation",
  "type": "object",
  "x-mapi-contract-version": "0.2"
}