{ "$id":                    "https://schemas.mpai.community/TFA/V1.5/data/MLModelQualifier.json",
  "$schema":                "https://json-schema.org/draft/2020-12/schema",
  "title":                  "ML Model Qualifier TFA V1.5",
  "description":            "Characteristics and regulatory attributes of a machine learning model.",
  "type":                   "object",
  "required":               [ "Header", "MLModelQualifierID", "SubType", "Format" ],
  "additionalProperties":   false,
  "properties":             {

    "Header":               { "type": "string", "pattern": "^TFA-MMQ-V[0-9],{1,2},[.][0-9],{1,2}$" },
    "MInstanceID":          { "type": "string" },
    "UEnvironmentID":       { "type": "string" },
    "MLModelQualifierID":   { "type": "string" },
    "MLModelQualifierTime": { "$ref": "https://schemas.mpai.community/OSD/V1.5/data/SimpleTime.json" },

    "SubType":              { "type": "object", "additionalProperties": false, "properties": {
      "MLModelType":        { "$ref": "https://schemas.mpai.community/TFA/V1.5/types/MLModelTypes.json" },
      "NNModelType":        { "$ref": "https://schemas.mpai.community/TFA/V1.5/types/NNModelTypes.json" } } },

    "Format":               { "type": "object", "additionalProperties": false, "properties": {
      "Extension":          { "$ref": "https://schemas.mpai.community/TFA/V1.5/types/NNModelExtensions.json" },
      "Framework":          { "$ref": "https://schemas.mpai.community/TFA/V1.5/types/NNModelFrameworks.json" },
      "Exchange":           { "$ref": "https://schemas.mpai.community/TFA/V1.5/types/NNModelExchange.json" } } },

    "Attributes":           { "$ref": "#/$defs/MLAttributes" },

    "DescrMetadata":        { "type": "string", "maxLength": 2048 } },

  "$defs":                  {
    "MLAttributes":         { "type": "object", "additionalProperties":  false, "properties": {
      "ModelAssets":        { "type": "array", "items": { "type": "object", "required": ["AssetType"], "additionalProperties": false, "properties": {
        "AssetType":        { "$ref": "https://schemas.mpai.community/TFA/V1.5/types/MLModelAssetTypes.json" } } } },
      "MLModelManifest":    { "$ref": "https://schemas.mpai.community/AIP/V1.0/data/MLModelManifest.json" },
      "RegulationTypes":    { "$ref": "https://schemas.mpai.community/TFA/V1.5/types/RegulationTypes.json" },
      "CertificationType":  { "$ref": "https://schemas.mpai.community/TFA/V1.5/types/CertificationTypes.json" },
      "Validity":           { "$ref": "https://schemas.mpai.community/OSD/V1.5/data/SimpleTime.json" } } } } }