> ## Documentation Index > Fetch the complete documentation index at: https://docs.domino.ai/llms.txt > Use this file to discover all available pages before exploring further. # Returns drift analysis for the model based on the user's config (or model's scheduler config). The endpoint is behind the old backend's auth mechanism. ## OpenAPI ````yaml /api-specs/6.3/dmm.yaml post /model-monitor/v2/api/model/{model_id}/analyse-drift openapi: 3.0.3 info: title: Domino Model Monitor API description: The API for programmatic access to Domino Model Monitor. version: 1.0.1 servers: [] security: [] tags: - name: DatasetJob description: All Dataset Job related operations. - name: DataSource description: All data source related operations. - name: Model description: All Model related operations. - name: ModelTag description: Operations related to the management of model tags. - name: ModelDrift description: All Model drift related operations. - name: ModelQuality description: All Model quality related operations. - name: Workbench description: All Workbench related operations. - name: DefaultSettings description: Operations related to drift and model quality defaults setting in DMM. - name: UserSettings description: Operations related to configuring user related settings for DMM. - name: Notification description: >- Operations related to configuring notification channel config and alert recipients for the model. - name: Other description: Other miscellaneous operations. - name: Scheduler description: All scheduler related operations paths: /model-monitor/v2/api/model/{model_id}/analyse-drift: summary: > Returns drift analysis for the model based on the user's config (or model's scheduler config). The endpoint is behind the old backend's auth mechanism. parameters: - in: path name: model_id schema: type: string required: true description: Identifier for the model to be updated. post: tags: - ModelDrift summary: >- Returns drift analysis for the model based on the user's config (or model's scheduler config). The endpoint is behind the old backend's auth mechanism. operationId: analyzeDrift requestBody: description: '' content: application/json: schema: $ref: '#/components/schemas/driftAnalyzeRequest' responses: '200': description: The drift analyze query was done successfully. content: application/json: schema: $ref: '#/components/schemas/driftAnalyzeResponse' '204': description: Empty response. '400': description: Bad request input data. '403': description: Forbidden. The endpoint enforces permissions. '500': description: Internal server error, check server logs. security: - DominoApiKeyAuth: [] - DmmApiKeyAuth: [] - cookieAuth: [] components: schemas: driftAnalyzeRequest: type: object properties: modelId: type: string startDate: type: number nullable: true endDate: type: number nullable: true searchQuery: type: string config: type: array items: $ref: '#/components/schemas/featureQuery' pagination: $ref: '#/components/schemas/pagination' driftAnalyzeResponse: type: object required: - calculatedOn - start - end - records - features - totalCount - pagination properties: totalCount: type: number calculatedOn: title: Query Time description: Timestamp of time when the query was performed. type: number start: title: Start Time Period description: Start time for the data used for the query. type: number end: title: End Time Period description: End time for the data used for the query. type: number records: title: Record Count description: Number of records (rows) used for the query. type: object required: - training - prediction properties: training: title: Training Records description: Number of records of training data used for the query. type: number prediction: title: Prediction Records description: Number of records of prediction data used for the query. type: number features: title: Feature Drifts description: Drift calculations for selected columns for the query. type: array items: $ref: '#/components/schemas/driftCalculations' pagination: $ref: '#/components/schemas/pagination' featureQuery: title: Feature Query description: Query config for a feature in a model type: object required: - id - name - type - value - alertable - algorithm - condition properties: id: title: Feature Identifier description: Identifier of the feature in a model type: string name: title: Feature Name description: Name for the model feature type: string type: title: Feature Type description: Type of the feature - feature, prediction, row identifier, timestamp type: string value: title: Feature Value Type description: Type of the feature value - categorical or numerical type: string alertable: title: Alertable description: Whether this feature is alertable for not type: boolean algorithm: title: Algorithm description: Algorithm function used for the check query type: string condition: $ref: '#/components/schemas/alertCondition' pagination: type: object required: - pageSize - pageNumber - sortOrder - sortOn properties: pageSize: type: integer pageNumber: type: integer sortOrder: type: integer sortOn: type: string enum: - column_name - divergence - model_column_id - feature_importance - created_on - created_at - updated_at driftCalculations: title: Drift Calculation description: Drift calculations for a column for the given time query. type: object required: - id - name - alertable - driftTrends - condition - algorithm - columnType - valueType properties: id: title: Identifier description: Feature's unique identifier type: string name: title: Column Name description: Column's name used during model registration. type: string importance: title: Feature Importance description: Custom feature importance value used during the model registration. type: number nullable: true drift: title: Feature Drift description: Feature's calculated drift for the requested query. type: number nullable: true pValue: title: Feature p-Value description: Feature's calculated p-value for the requested query. type: number nullable: true drifted: title: Feature Drifted description: >- Boolean to suggest whether the feature has drifted for the input query. type: boolean nullable: true alertable: title: Alertable description: >- Boolean to suggest whether this feature is enabled for scheduled alerts. type: boolean columnType: title: Column Type description: Column type for column type: string enum: - prediction - feature valueType: title: Feature Type description: Algorithm function used for the check query type: string enum: - numerical - categorical algorithm: title: Algorithm description: Algorithm function used for the check query type: string driftTrends: title: Drift Trends description: Drift values for time periods representing the drift trend. type: array items: type: array items: type: number error: title: Calculation Error description: Error occurred during computing for a feature type: string nullable: true training: $ref: '#/components/schemas/distribution' prediction: $ref: '#/components/schemas/distribution' condition: $ref: '#/components/schemas/alertCondition' alertCondition: title: Alert Condition description: Condition at which alert is triggered type: object required: - operator - lower - upper properties: operator: title: Math Operator description: The math operator for the condition, like < or <=. type: string lower: title: Lower Bound description: The lower bound for the condition type: number upper: title: Upper Bound description: The upper bound for the condition type: number distribution: nullable: true type: object properties: binValues: description: >- The "bin" for a statistical distribution. May be numerical or categorical. type: array items: type: string default: [] counts: description: An array of counts representing the bin distribution in the data. type: array items: type: integer normalizedValues: description: >- Normalized form, or proportional representation, of "counts" in the data type: array items: type: number default: [] securitySchemes: DominoApiKeyAuth: type: apiKey in: header name: X-Domino-Api-Key DmmApiKeyAuth: type: apiKey in: header name: X-DMM-API-KEY cookieAuth: type: apiKey in: cookie name: PLAY_SESSION ````