{
  "$defs": {
    "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"
    },
    "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": "#/$defs/Severity",
          "default": "error"
        },
        "suggested_action": {
          "anyOf": [
            {
              "maxLength": 2000,
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Suggested Action"
        },
        "untrusted_text": {
          "anyOf": [
            {
              "maxLength": 8000,
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "User/plugin-originated text; render as text only",
          "title": "Untrusted Text"
        }
      },
      "required": [
        "code",
        "message"
      ],
      "title": "Issue",
      "type": "object"
    },
    "JsonValue": {},
    "QuestionSuggestion": {
      "description": "Candidates for one question (best first) and the pre-filled answer.",
      "properties": {
        "answer": {
          "$ref": "#/$defs/JsonValue",
          "default": null
        },
        "candidates": {
          "items": {
            "$ref": "#/$defs/RoleCandidate"
          },
          "maxItems": 20,
          "title": "Candidates",
          "type": "array"
        },
        "question_id": {
          "title": "Question Id",
          "type": "string"
        }
      },
      "required": [
        "question_id"
      ],
      "title": "QuestionSuggestion",
      "type": "object"
    },
    "RoleCandidate": {
      "properties": {
        "column": {
          "title": "Column",
          "type": "string"
        },
        "confidence": {
          "maximum": 1,
          "minimum": 0,
          "title": "Confidence",
          "type": "number"
        },
        "reason_plain": {
          "maxLength": 300,
          "title": "Reason Plain",
          "type": "string"
        }
      },
      "required": [
        "column",
        "confidence",
        "reason_plain"
      ],
      "title": "RoleCandidate",
      "type": "object"
    },
    "Severity": {
      "description": "How bad an :class:`Issue` is. Only ``error`` blocks submission.",
      "enum": [
        "info",
        "warning",
        "error"
      ],
      "title": "Severity",
      "type": "string"
    }
  },
  "$id": "https://schemas.mapi.dev/v1/api-RoleSuggestions.json",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "examples": [
    {
      "questions": [
        {
          "answer": "revenue_eur",
          "candidates": [
            {
              "column": "revenue_eur",
              "confidence": 0.9,
              "reason_plain": "named like a revenue column; numbers"
            }
          ],
          "question_id": "kpi"
        },
        {
          "answer": [
            "tv_spend"
          ],
          "candidates": [
            {
              "column": "tv_spend",
              "confidence": 0.8,
              "reason_plain": "named like spend; never negative"
            }
          ],
          "question_id": "spend"
        }
      ],
      "template_id": "geo_mmm",
      "unassigned": []
    }
  ],
  "properties": {
    "issues": {
      "items": {
        "$ref": "#/$defs/Issue"
      },
      "title": "Issues",
      "type": "array"
    },
    "questions": {
      "items": {
        "$ref": "#/$defs/QuestionSuggestion"
      },
      "title": "Questions",
      "type": "array"
    },
    "template_id": {
      "title": "Template Id",
      "type": "string"
    },
    "unassigned": {
      "description": "Columns no answer uses",
      "items": {
        "type": "string"
      },
      "title": "Unassigned",
      "type": "array"
    }
  },
  "required": [
    "template_id",
    "questions"
  ],
  "title": "RoleSuggestions",
  "type": "object",
  "x-mapi-contract-version": "0.2"
}