> ## 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/dmm.json put /model-monitor/v2/api/model/{model_id}/register-dataset/{dataset_type} openapi: 3.0.3 info: description: The API for programmatic access to Domino Model Monitor. title: Domino Model Monitor API version: 1.0.1 servers: - 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. url: https://mycluster.domino.tech security: [] tags: - description: All Dataset Job related operations. name: DatasetJob - description: All data source related operations. name: DataSource - description: All Model related operations. name: Model - description: Operations related to the management of model tags. name: ModelTag - description: All Model drift related operations. name: ModelDrift - description: All Model quality related operations. name: ModelQuality - description: All Workbench related operations. name: Workbench - description: Operations related to drift and model quality defaults setting in DMM. name: DefaultSettings - description: Operations related to configuring user related settings for DMM. name: UserSettings - description: >- Operations related to configuring notification channel config and alert recipients for the model. name: Notification - description: Other miscellaneous operations. name: Other - description: All scheduler related operations name: Scheduler paths: /model-monitor/v2/api/model/{model_id}/register-dataset/{dataset_type}: summary: Dataset registration to a model. put: tags: - Model summary: Register dataset config operationId: registerDatasetConfig parameters: - in: path name: model_id required: true schema: type: string - in: path name: dataset_type required: true schema: enum: - prediction - ground_truth type: string requestBody: content: application/json: schema: $ref: '#/components/schemas/datasetRegistrationConfigRequest' description: '' required: true 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: - DominoApiKeyAuth: [] - DmmApiKeyAuth: [] - cookieAuth: [] - BearerAuth: [] components: schemas: datasetRegistrationConfigRequest: description: Config to be used to register a model with DMM. properties: datasetDetails: $ref: '#/components/schemas/datasetConfigRegistrationRequest' run_cohort_analysis: type: boolean variables: items: $ref: '#/components/schemas/variableConfigRegistrationRequest' type: array required: - datasetDetails title: Model Registration Config type: object datasetConfigRegistrationRequest: description: Config for the dataset to be registered with the model. properties: datasetConfig: $ref: '#/components/schemas/datasetConfig' datasetType: description: Type of the dataset. enum: - file type: string datasourceName: description: Name of the datasource to which the dataset belongs. type: string datasourceType: $ref: '#/components/schemas/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 name: description: Name of the dataset. type: string required: - name - datasetType - datasetConfig - datasourceName - datasourceType title: Dataset Config Registration type: object variableConfigRegistrationRequest: description: Variable config to configure a variable of a model. properties: binsCategories: description: Bin categories to be used for a categorical typed variable. items: type: string type: array binsEdges: description: Bin Edges to be used for a numerical typed variable. items: type: number type: array binsEstimatorMethod: $ref: '#/components/schemas/binsEstimatorMethod' binsNum: $ref: '#/components/schemas/binCount' featureImportance: description: Feature Importance for a feature variable. type: number forPredictionOutput: description: Corresponding prediction variable name, for the given variable. type: string name: description: Name of the variable. type: string precomputedBinCounts: description: Precomputed counts for bins. items: type: integer type: array predictionProbabilityLabels: description: Labels for the prediction probabilities. items: type: string type: array valueType: $ref: '#/components/schemas/valueType' variableType: $ref: '#/components/schemas/variableType' required: - name - valueType - variableType title: Variable Config Registration type: object datasetConfig: description: Config for the dataset. properties: fileFormat: $ref: '#/components/schemas/fileFormat' path: description: Path to the dataset in the datasource. type: string required: - path - fileFormat type: object datasourceType: description: Type of the datasource to which the dataset belongs. enum: - s3 - generic_s3 - azure_blob - azure_data_lake_gen_2 - google_cloud_storage - azure_data_lake_gen_1 - hdfs - nfs - snowflake type: string binsEstimatorMethod: description: Estimator method to be used to determine the number of bins. enum: - auto - doane - fd - rice - scott - sqrt - sturges type: string binCount: description: Number of bins to be determined (for training datasets) type: integer valueType: description: Type of data the variable has. enum: - categorical - numerical - string - datetime type: string variableType: description: Variable type. enum: - feature - prediction - row_identifier - timestamp - ground_truth - sample_weight - prediction_probability type: string fileFormat: description: Format of the file. enum: - csv - parquet - snowflake type: string securitySchemes: DominoApiKeyAuth: in: header name: X-Domino-Api-Key type: apiKey DmmApiKeyAuth: in: header name: X-DMM-API-KEY type: apiKey cookieAuth: in: cookie name: PLAY_SESSION type: apiKey BearerAuth: scheme: bearer type: http ```` ## 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)