> ## 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. # Post model monitorv2apimodel analyse drift ## OpenAPI ````yaml /api-specs/6.3/public-api.json post /model-monitor/v2/api/model/{model_id}/analyse-drift openapi: 3.0.3 info: title: Domino Public API description: Reference for Domino's public REST API endpoints. version: 6.3.0 x-catalog-key: nucleus servers: - url: https://mycluster.domino.tech description: >- Replace 'mycluster.domino.tech' with your Domino cluster hostname. For Domino Cloud customers, that is `your-subdomain`.domino.tech (e.g., acme.domino.tech). For self-hosted deployments, it is the hostname you reach the Domino UI at. security: [] tags: - name: AIGateway x-displayName: AIGateway - name: AppInstances x-displayName: AppInstances - name: AppVersions x-displayName: AppVersions - name: Apps x-displayName: Apps - name: AsyncPredictions x-displayName: AsyncPredictions - name: AuditTrail x-displayName: AuditTrail - name: BillingTag x-displayName: BillingTag - name: BillingTagSettings x-displayName: BillingTagSettings - name: Cost x-displayName: Cost - name: CustomMetrics x-displayName: CustomMetrics - name: DataSource x-displayName: DataSource - name: DatasetRw x-displayName: DatasetRw - name: DeploymentTargets x-displayName: DeploymentTargets - name: Environments x-displayName: Environments - name: Extensions x-displayName: Extensions - name: GenAI x-displayName: GenAI - name: HPC Jobs x-displayName: HPC Jobs - name: HardwareTier x-displayName: HardwareTier - name: Jobs x-displayName: Jobs - name: ModelAPI x-displayName: ModelAPI - name: ModelAPIVersion x-displayName: ModelAPIVersion - name: ModelDeployment x-displayName: ModelDeployment - name: Organizations x-displayName: Organizations - name: PPM x-displayName: PPM - name: PersonalAccessToken x-displayName: PersonalAccessToken - name: ProjectSharedDatasets x-displayName: ProjectSharedDatasets - name: ProjectTemplates x-displayName: ProjectTemplates - name: Projects x-displayName: Projects - name: ProjectsCommits x-displayName: ProjectsCommits - name: ProjectsFiles x-displayName: ProjectsFiles - name: RegisteredModels x-displayName: RegisteredModels - name: ServiceAccounts x-displayName: ServiceAccounts - name: Users x-displayName: Users - name: Workspaces x-displayName: Workspaces - name: nucleus_other x-displayName: other - name: PersonalAccessTokenAdmin x-displayName: PersonalAccessTokenAdmin - name: Git Credentials x-displayName: Git Credentials - name: Activity x-displayName: Activity - name: Admin x-displayName: Admin - name: Notifications x-displayName: Notifications - name: Adminnotifications x-displayName: Adminnotifications - name: UserManagement x-displayName: UserManagement - name: WhiteLabel x-displayName: WhiteLabel - name: Authentication and Authorization x-displayName: Authentication and Authorization - name: Code x-displayName: Code - name: ComputeCluster x-displayName: ComputeCluster - name: Control Center x-displayName: Control Center - name: controlcenter x-displayName: controlcenter - name: DataSourceCredential x-displayName: DataSourceCredential - name: DataMount x-displayName: DataMount - name: DataPlane x-displayName: DataPlane - name: dataset x-displayName: dataset - name: Datasets x-displayName: Datasets - name: datasetrw.api x-displayName: datasetrw.api - name: DatasetObjectStore x-displayName: DatasetObjectStore - name: DevelopV1ProjectTemplates x-displayName: DevelopV1ProjectTemplates - name: DevelopV1Projects x-displayName: DevelopV1Projects - name: Execution Events x-displayName: Execution Events - name: Files x-displayName: Files - name: Frontend x-displayName: Frontend - name: Gateway x-displayName: Gateway - name: Runs x-displayName: Runs - name: Search x-displayName: Search - name: Git x-displayName: Git - name: Metadata x-displayName: Metadata - name: Gruz x-displayName: Gruz - name: Guardrails x-displayName: Guardrails - name: Hardware Tier x-displayName: Hardware Tier - name: ActionableInsights x-displayName: ActionableInsights - name: Socket x-displayName: Socket - name: Job x-displayName: Job - name: Tags x-displayName: Tags - name: JobComments x-displayName: JobComments - name: LogsWithProblemSuggestion x-displayName: LogsWithProblemSuggestion - name: JobResults x-displayName: JobResults - name: Layout x-displayName: Layout - name: Metrics x-displayName: Metrics - name: MLFlow x-displayName: MLFlow - name: ModelManager x-displayName: ModelManager - name: Model Products x-displayName: Model Products - name: Project Goals x-displayName: Project Goals - name: ProjectManagement x-displayName: ProjectManagement - name: Templates x-displayName: Templates - name: Project x-displayName: Project - name: Launchers x-displayName: Launchers - name: Scheduled Jobs x-displayName: Scheduled Jobs - name: Quota x-displayName: Quota - name: RemoteFileSystem x-displayName: RemoteFileSystem - name: Scheduled Runs x-displayName: Scheduled Runs - name: Workspace x-displayName: Workspace - name: Logs x-displayName: Logs - name: WorkspaceComments x-displayName: WorkspaceComments - name: WorkspaceResults x-displayName: WorkspaceResults - name: Resource description: The Data Plane Resource API x-displayName: Resource - name: authz x-displayName: authz - name: volumes x-displayName: volumes - name: data transfers x-displayName: data transfers - name: downloads x-displayName: downloads - name: filesystems x-displayName: filesystems - name: snapshots x-displayName: snapshots - name: tasks x-displayName: tasks - description: Manage taxonomy namespaces. name: Tagging - Namespaces x-displayName: Tagging - Namespaces - description: Manage tags within namespaces. name: Tagging - Tags x-displayName: Tagging - Tags - description: Assign, remove, and list tag assignments on entities. name: Tagging - Entity Tags x-displayName: Tagging - Entity Tags - description: Look up entities by tag. name: Tagging - Entities x-displayName: Tagging - Entities - description: Fetch the full namespace + tag hierarchy. name: Tagging - Taxonomy Tree x-displayName: Tagging - Taxonomy Tree - description: Validate and import taxonomy data from a file. name: Tagging - Import x-displayName: Tagging - Import - description: Export the current taxonomy to a file. name: Tagging - Export x-displayName: Tagging - Export - description: Internal-only endpoints for service-account callers. name: Tagging - Internal x-displayName: Tagging - Internal - description: Manage property definitions and their groups. name: Properties - Definitions x-displayName: Properties - Definitions - description: Read and update an entity's property values. name: Properties - Values x-displayName: Properties - Values - description: Internal-only endpoints for service-account callers (properties). name: Properties - Internal x-displayName: Properties - Internal - name: config x-displayName: config - name: Workloads description: Everything related to deploying and managingDomino Workloads x-displayName: Workloads - name: Executor description: Executor-related commands x-displayName: Executor - name: HPC description: HPC workload management x-displayName: HPC - name: Endpoints x-displayName: Endpoints - name: mlflow-proxy_other x-displayName: other - name: attachments x-displayName: attachments - name: bundle-stages x-displayName: bundle-stages - name: bundles x-displayName: bundles - name: findings x-displayName: findings - name: drafts x-displayName: drafts - name: evidence-templates x-displayName: evidence-templates - name: policies x-displayName: policies - name: policy-versions x-displayName: policy-versions - name: policy-enforcers x-displayName: policy-enforcers - name: results x-displayName: results - name: rpc x-displayName: rpc - name: approvals x-displayName: approvals - description: >- Create, query, bulk-update, and evaluate priority-based access control rules. name: rules x-displayName: rules - name: DatasetJob description: All Dataset Job related operations. x-displayName: DatasetJob - name: Model description: All Model related operations. x-displayName: Model - name: ModelTag description: Operations related to the management of model tags. x-displayName: ModelTag - name: ModelDrift description: All Model drift related operations. x-displayName: ModelDrift - name: ModelQuality description: All Model quality related operations. x-displayName: ModelQuality - name: Workbench description: All Workbench related operations. x-displayName: Workbench - name: DefaultSettings description: Operations related to drift and model quality defaults setting in DMM. x-displayName: DefaultSettings - name: UserSettings description: Operations related to configuring user related settings for DMM. x-displayName: UserSettings - name: Notification description: >- Operations related to configuring notification channel config and alert recipients for the model. x-displayName: Notification - name: Other description: Other miscellaneous operations. x-displayName: Other - name: Scheduler description: All scheduler related operations x-displayName: Scheduler - name: GlobalSettings x-displayName: GlobalSettings - name: domino-connect_other x-displayName: other - name: events x-displayName: events - name: curated-central-configs x-displayName: curated-central-configs - name: nodepools x-displayName: nodepools - name: ip-allowlist x-displayName: ip-allowlist externalDocs: description: OpenAPI url: https://swagger.io/resources/open-api/ 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 operationId: analyzeDrift requestBody: description: '' content: application/json: schema: $ref: '#/components/schemas/dmm-plier_driftAnalyzeRequest' responses: '200': description: The drift analyze query was done successfully. content: application/json: schema: $ref: '#/components/schemas/dmm-plier_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: - dmm-plier_DominoApiKeyAuth: [] - dmm-plier_DmmApiKeyAuth: [] - dmm-plier_cookieAuth: [] - dmm-plier_BearerAuth: [] components: schemas: dmm-plier_driftAnalyzeRequest: type: object properties: modelId: type: string startDate: nullable: true type: number endDate: nullable: true type: number searchQuery: type: string config: type: array items: $ref: '#/components/schemas/dmm-plier_featureQuery' pagination: $ref: '#/components/schemas/dmm-plier_pagination' dmm-plier_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/dmm-plier_driftCalculations' pagination: $ref: '#/components/schemas/dmm-plier_pagination' dmm-plier_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/dmm-plier_alertCondition' dmm-plier_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 dmm-plier_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/dmm-plier_distribution' prediction: $ref: '#/components/schemas/dmm-plier_distribution' condition: $ref: '#/components/schemas/dmm-plier_alertCondition' dmm-plier_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 dmm-plier_distribution: title: Distribution nullable: true description: Distribution of data for a feature over a time period type: object required: - counts properties: bins: 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: dmm-plier_DominoApiKeyAuth: type: apiKey in: header name: X-Domino-Api-Key dmm-plier_DmmApiKeyAuth: type: apiKey in: header name: X-DMM-API-KEY dmm-plier_cookieAuth: type: apiKey in: cookie name: PLAY_SESSION dmm-plier_BearerAuth: type: http scheme: bearer ```` ## Related topics - [Post model monitorv2apimodel save scheduler query](/6.3/api-reference/modeldrift/post-model-monitorv2apimodel-save-scheduler-query.md) - [Get model monitorv2apimodel drift trend](/6.3/api-reference/modeldrift/get-model-monitorv2apimodel-drift-trend.md) - [Get model monitorv2apimodel drift scheduler query](/6.3/api-reference/modeldrift/get-model-monitorv2apimodel-drift-scheduler-query.md) - [Get model monitorv2apimodel drift user query](/6.3/api-reference/modeldrift/get-model-monitorv2apimodel-drift-user-query.md)