> ## 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. # Register dataset config ## OpenAPI ````yaml /api-specs/cloud/public-api.json put /model-monitor/v2/api/model/{model_id}/register-dataset/{dataset_type} openapi: 3.0.3 info: title: Domino Public API description: Reference for Domino's public REST API endpoints. version: 6.4.0 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: Projects - name: Project templates - name: Workspaces - name: Jobs - name: HPC Jobs - name: Environments - name: Hardware Tiers - name: Datasets - name: Data Sources - name: GenAI - name: AI Systems - name: Apps - name: App versions - name: App instances - name: Model APIs - name: Registered models - name: Model deployment - name: Extensions - name: Cost and billing - name: Users and organizations - name: Service accounts - name: Personal Access Tokens - name: Personal Access Tokens (admin) - name: Audit Trail - name: Custom metrics - name: PPM - name: Model Monitoring models - name: Model Monitoring drift and quality - name: Model Monitoring settings - name: Model Monitoring authentication - name: Governance bundles - name: Governance policies - name: Governance evidence and results - name: Governance operations - name: NetApp Volumes - name: NetApp Volumes snapshots - name: NetApp Volumes filesystems - name: NetApp Volumes transfers - name: Tags - name: Properties externalDocs: description: OpenAPI url: https://swagger.io/resources/open-api/ paths: /model-monitor/v2/api/model/{model_id}/register-dataset/{dataset_type}: summary: Dataset registration to a model. put: tags: - Model Monitoring models operationId: registerDatasetConfig parameters: - in: path name: model_id required: true schema: type: string - in: path name: dataset_type required: true schema: type: string enum: - prediction - ground_truth requestBody: required: true description: '' content: application/json: schema: $ref: '#/components/schemas/dmm-plier_datasetRegistrationConfigRequest' responses: '200': description: Successfully registered dataset to the Model. '400': description: Bad request input data. '403': description: Forbidden. The endpoint enforces permissions. '405': description: Method not allowed. '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_datasetRegistrationConfigRequest: title: Model Registration Config description: Config to be used to register a model with DMM. type: object required: - datasetDetails properties: variables: type: array items: $ref: '#/components/schemas/dmm-plier_variableConfigRegistrationRequest' datasetDetails: $ref: '#/components/schemas/dmm-plier_datasetConfigRegistrationRequest' run_cohort_analysis: type: boolean dmm-plier_variableConfigRegistrationRequest: title: Variable Config Registration description: Variable config to configure a variable of a model. type: object required: - name - valueType - variableType properties: name: description: Name of the variable. type: string valueType: $ref: '#/components/schemas/dmm-plier_valueType' variableType: $ref: '#/components/schemas/dmm-plier_variableType' binsCategories: description: Bin categories to be used for a categorical typed variable. type: array items: type: string binsEdges: description: Bin Edges to be used for a numerical typed variable. type: array items: type: number binsNum: $ref: '#/components/schemas/dmm-plier_binCount' binsEstimatorMethod: $ref: '#/components/schemas/dmm-plier_binsEstimatorMethod' featureImportance: description: Feature Importance for a feature variable. type: number precomputedBinCounts: description: Precomputed counts for bins. type: array items: type: integer predictionProbabilityLabels: description: Labels for the prediction probabilities. type: array items: type: string forPredictionOutput: description: Corresponding prediction variable name, for the given variable. type: string dmm-plier_datasetConfigRegistrationRequest: title: Dataset Config Registration description: Config for the dataset to be registered with the model. type: object required: - name - datasetType - datasetConfig - datasourceName - datasourceType properties: name: description: Name of the dataset. type: string datasetType: description: Type of the dataset. type: string enum: - file datasetConfig: $ref: '#/components/schemas/dmm-plier_datasetConfig' datasourceName: description: Name of the datasource to which the dataset belongs. type: string datasourceType: $ref: '#/components/schemas/dmm-plier_datasourceType' featureSetId: description: The version id for the current feature set version. type: string featureSetVersionId: description: >- The feature set id of the feature set to which the current feature set version belongs to. type: string dmm-plier_valueType: description: Type of data the variable has. type: string enum: - categorical - numerical - string - datetime dmm-plier_variableType: description: Variable type. type: string enum: - feature - prediction - row_identifier - timestamp - ground_truth - sample_weight - prediction_probability dmm-plier_binCount: description: Number of bins to be determined (for training datasets) type: integer dmm-plier_binsEstimatorMethod: description: Estimator method to be used to determine the number of bins. type: string enum: - auto - doane - fd - rice - scott - sqrt - sturges dmm-plier_datasetConfig: type: object description: Config for the dataset. required: - path - fileFormat properties: path: description: Path to the dataset in the datasource. type: string fileFormat: $ref: '#/components/schemas/dmm-plier_fileFormat' dmm-plier_datasourceType: description: Type of the datasource to which the dataset belongs. type: string enum: - s3 - generic_s3 - azure_blob - azure_data_lake_gen_2 - google_cloud_storage - azure_data_lake_gen_1 - hdfs - nfs - snowflake dmm-plier_fileFormat: description: Format of the file. type: string enum: - csv - parquet - snowflake 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 - [Use the Monitoring Config JSON](/cloud/platform-capabilities/features/monitoring/8-json/index.md) - [Datasets administration](/cloud/admin/data-administration/datasets.md) - [Data Planes administration](/cloud/admin/platform-configuration/manage-data-planes.md) - [Administer Slurm for HPC workloads](/cloud/admin/infrastructure-and-compute/administer-slurm.md)