> ## 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. # Create monitoring Data Source ## OpenAPI ````yaml /api-specs/6.3/public-api.json put /model-monitor/v2/api/datasource openapi: 3.0.3 info: title: Domino Public API description: Reference for Domino's public REST API endpoints. version: 6.3.1 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: AI Gateway - 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/datasource: summary: Create or delete a datasource. put: tags: - Data Sources operationId: createDataSource_dmm-plier requestBody: required: true description: '' content: application/json: schema: $ref: '#/components/schemas/dmm-plier_dataSourceRequest' responses: '200': description: Data source added/updated successfully content: application/json: schema: $ref: '#/components/schemas/dmm-plier_dataSourceResponse' '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_dataSourceRequest: oneOf: - $ref: '#/components/schemas/dmm-plier_s3Request' - $ref: '#/components/schemas/dmm-plier_genericS3Request' - $ref: '#/components/schemas/dmm-plier_azureBlobRequest' - $ref: '#/components/schemas/dmm-plier_azureDataLakeGen2Request' - $ref: '#/components/schemas/dmm-plier_googleCloudStorageRequest' - $ref: '#/components/schemas/dmm-plier_azureDataLakeGen1Request' - $ref: '#/components/schemas/dmm-plier_hdfsRequest' - $ref: '#/components/schemas/dmm-plier_snowflakeRequest' discriminator: propertyName: type mapping: s3: $ref: '#/components/schemas/dmm-plier_s3Request' generic_s3: $ref: '#/components/schemas/dmm-plier_genericS3Request' azure_blob: $ref: '#/components/schemas/dmm-plier_azureBlobRequest' azure_data_lake_gen_2: $ref: '#/components/schemas/dmm-plier_azureDataLakeGen2Request' google_cloud_storage: $ref: '#/components/schemas/dmm-plier_googleCloudStorageRequest' azure_data_lake_gen_1: $ref: '#/components/schemas/dmm-plier_azureDataLakeGen1Request' hdfs: $ref: '#/components/schemas/dmm-plier_hdfsRequest' snowflake: $ref: '#/components/schemas/dmm-plier_snowflakeRequest' dmm-plier_dataSourceResponse: oneOf: - $ref: '#/components/schemas/dmm-plier_s3Response' - $ref: '#/components/schemas/dmm-plier_genericS3Response' - $ref: '#/components/schemas/dmm-plier_azureBlobResponse' - $ref: '#/components/schemas/dmm-plier_azureDataLakeGen2Response' - $ref: '#/components/schemas/dmm-plier_googleCloudStorageResponse' - $ref: '#/components/schemas/dmm-plier_azureDataLakeGen1Response' - $ref: '#/components/schemas/dmm-plier_hdfsResponse' - $ref: '#/components/schemas/dmm-plier_nfsResponse' - $ref: '#/components/schemas/dmm-plier_snowflakeResponse' discriminator: propertyName: type mapping: s3: $ref: '#/components/schemas/dmm-plier_s3Response' generic_s3: $ref: '#/components/schemas/dmm-plier_genericS3Response' azure_blob: $ref: '#/components/schemas/dmm-plier_azureBlobResponse' azure_data_lake_gen_2: $ref: '#/components/schemas/dmm-plier_azureDataLakeGen2Response' google_cloud_storage: $ref: '#/components/schemas/dmm-plier_googleCloudStorageResponse' azure_data_lake_gen_1: $ref: '#/components/schemas/dmm-plier_azureDataLakeGen1Response' hdfs: $ref: '#/components/schemas/dmm-plier_hdfsResponse' nfs: $ref: '#/components/schemas/dmm-plier_nfsResponse' snowflake: $ref: '#/components/schemas/dmm-plier_snowflakeResponse' dmm-plier_s3Request: title: S3 Request description: S3 request object. allOf: - $ref: '#/components/schemas/dmm-plier_dataSourceRequestCommon' - type: object required: - config properties: config: type: object description: S3 Configuration options. required: - bucket - region - instance_role properties: bucket: description: Name of the S3 bucket. type: string region: description: Region for the S3 bucket. type: string instance_role: description: Whether to use the attached instance Role to fetch secrets. type: boolean access_key: description: Access key used to access the bucket. type: string secret_key: description: Secret key used to access the bucket. type: string dmm-plier_genericS3Request: title: Generic S3 Request description: Generic S3 request object. allOf: - $ref: '#/components/schemas/dmm-plier_dataSourceRequestCommon' - type: object required: - config properties: config: type: object description: Generic S3 Configuration options. required: - bucket - endpoint - access_key - secret_key properties: bucket: description: Generic S3 bucket name. type: string endpoint: description: Generic S3 endpoint. type: string access_key: description: Access key used to access the bucket. type: string secret_key: description: Secret key used to access the bucket. type: string dmm-plier_azureBlobRequest: title: Azure Blob Request description: Azure Blob Request object. allOf: - $ref: '#/components/schemas/dmm-plier_dataSourceRequestCommon' - type: object required: - config properties: config: type: object description: >- Azure Blob Configuration options. (Either Access Key or SAS Token must be specified.) required: - account - container properties: account: description: Name of the Storage Account. type: string container: description: Name of the Container. type: string access_key: description: Access Key used to access Azure Blob. type: string sas_token: description: SAS Token used to access Azure Blob. type: string dmm-plier_azureDataLakeGen2Request: title: Azure Data Lake Gen 2 Request description: Azure Data Lake Gen 2 Request object. allOf: - $ref: '#/components/schemas/dmm-plier_dataSourceRequestCommon' - type: object required: - config properties: config: $ref: '#/components/schemas/dmm-plier_adls2ConfigRequest' dmm-plier_googleCloudStorageRequest: title: Google Cloud Storage Request description: Google Cloud Storage Request object. allOf: - $ref: '#/components/schemas/dmm-plier_dataSourceRequestCommon' - type: object required: - config properties: config: type: object description: Google Cloud Storage Configuration options. required: - bucket - json_key properties: bucket: description: Name of the Bucket. type: string json_key: description: JSON Key for authentication. type: string dmm-plier_azureDataLakeGen1Request: title: Azure Data Lake Gen 1 Request description: Azure Data Lake Gen 1 Request object. allOf: - $ref: '#/components/schemas/dmm-plier_dataSourceRequestCommon' - type: object required: - config properties: config: $ref: '#/components/schemas/dmm-plier_adls1ConfigRequest' dmm-plier_hdfsRequest: title: HDFS Data source Request description: HDFS Data source Request object. allOf: - $ref: '#/components/schemas/dmm-plier_dataSourceRequestCommon' - type: object required: - config properties: config: type: object required: - host properties: host: type: string description: Host for the HDFS cluster port: type: integer description: Port for the HDFS cluster nullable: true dmm-plier_snowflakeRequest: title: Snowflake Request description: Snowflake request object. allOf: - $ref: '#/components/schemas/dmm-plier_dataSourceRequestCommon' - type: object required: - config properties: config: type: object description: Snowflake Configuration options. required: - url - database - schema - warehouse - role properties: url: description: Snowflake url type: string user: description: Username to use type: string password: description: Password for given username type: string database: description: Snowflake database to use type: string schema: description: Snowflake schema type: string warehouse: description: Snowflake warehouse type: string role: description: Snowflake role type: string dmm-plier_s3Response: title: S3 Response description: S3 response object. allOf: - $ref: '#/components/schemas/dmm-plier_dataSourceResponseCommon' - type: object required: - config properties: config: type: object description: S3 Configuration options. required: - bucket - region - instance_role properties: bucket: description: Name of the S3 bucket. type: string region: description: Region for the S3 bucket. type: string instance_role: description: Whether to use the attached instance Role to fetch secrets. type: boolean dmm-plier_genericS3Response: title: Generic S3 Response description: Generic S3 response object. allOf: - $ref: '#/components/schemas/dmm-plier_dataSourceResponseCommon' - type: object required: - config properties: config: type: object description: Generic S3 Configuration options. required: - bucket - endpoint properties: bucket: description: Generic S3 bucket name. type: string endpoint: description: Generic S3 endpoint. type: string dmm-plier_azureBlobResponse: title: Azure Blob Response description: Azure Blob response object. allOf: - $ref: '#/components/schemas/dmm-plier_dataSourceResponseCommon' - type: object required: - config properties: config: type: object description: Azure Blob Configuration options. required: - account - container properties: account: description: Name of the Storage Account. type: string container: description: Name of the Container. type: string dmm-plier_azureDataLakeGen2Response: title: Azure Data Lake Gen 2 Response description: Azure Data Lake Gen 2 response object. allOf: - $ref: '#/components/schemas/dmm-plier_dataSourceResponseCommon' - type: object required: - config properties: config: $ref: '#/components/schemas/dmm-plier_adls2ConfigResponse' dmm-plier_googleCloudStorageResponse: title: Google Cloud Storage Response description: Google Cloud Storage response object. allOf: - $ref: '#/components/schemas/dmm-plier_dataSourceResponseCommon' - type: object required: - config properties: config: type: object description: Google Cloud Storage Configuration options. required: - bucket properties: bucket: description: Name of the Bucket. type: string dmm-plier_azureDataLakeGen1Response: title: Azure Data Lake Gen 1 Response description: Azure Data Lake Gen 1 response object. allOf: - $ref: '#/components/schemas/dmm-plier_dataSourceResponseCommon' - type: object required: - config properties: config: $ref: '#/components/schemas/dmm-plier_adls1ConfigResponse' dmm-plier_hdfsResponse: title: HDFS Data source Response description: HDFS Data source response object. allOf: - $ref: '#/components/schemas/dmm-plier_dataSourceResponseCommon' - type: object required: - config properties: config: type: object required: - host properties: host: type: string description: Host for the HDFS cluster port: type: integer description: Port for the HDFS cluster nullable: true dmm-plier_nfsResponse: title: NFS Data source Response description: NFS Data source response object. allOf: - $ref: '#/components/schemas/dmm-plier_dataSourceResponseCommon' - type: object required: - config properties: config: type: object required: - path properties: path: type: string description: Path to access the NFS dmm-plier_snowflakeResponse: title: Snowflake Response description: Snowflake response object. allOf: - $ref: '#/components/schemas/dmm-plier_dataSourceResponseCommon' - type: object required: - config properties: config: type: object description: Snowflake Configuration options. required: - url - database - schema - warehouse - role properties: url: description: Snowflake url type: string database: description: Snowflake database to use type: string schema: description: Snowflake schema type: string warehouse: description: Snowflake warehouse type: string role: description: Snowflake role type: string dmm-plier_dataSourceRequestCommon: title: Data Source description: Data source object payload. type: object required: - name - type properties: name: description: Name of the data source. type: string type: description: Type of data source. type: string dmm-plier_adls2ConfigRequest: oneOf: - $ref: '#/components/schemas/dmm-plier_adls2SharedKeyConfigRequest' - $ref: '#/components/schemas/dmm-plier_adls2ClientCredentialsConfigRequest' - $ref: '#/components/schemas/dmm-plier_adls2UsernamePasswordConfigRequest' - $ref: '#/components/schemas/dmm-plier_adls2RefreshTokenConfigRequest' - $ref: '#/components/schemas/dmm-plier_adls2ManagedIdentityConfigRequest' discriminator: propertyName: auth mapping: shared_key: $ref: '#/components/schemas/dmm-plier_adls2SharedKeyConfigRequest' client_credentials: $ref: '#/components/schemas/dmm-plier_adls2ClientCredentialsConfigRequest' username_password: $ref: '#/components/schemas/dmm-plier_adls2UsernamePasswordConfigRequest' refresh_token: $ref: '#/components/schemas/dmm-plier_adls2RefreshTokenConfigRequest' managed_identity: $ref: '#/components/schemas/dmm-plier_adls2ManagedIdentityConfigRequest' dmm-plier_adls1ConfigRequest: oneOf: - $ref: '#/components/schemas/dmm-plier_adls1ClientCredentialsConfigRequest' - $ref: '#/components/schemas/dmm-plier_adls1ManagedIdentityConfigRequest' discriminator: propertyName: auth mapping: client_credentials: $ref: '#/components/schemas/dmm-plier_adls1ClientCredentialsConfigRequest' managed_identity: $ref: '#/components/schemas/dmm-plier_adls1ManagedIdentityConfigRequest' dmm-plier_dataSourceResponseCommon: title: Data Source description: Datasource response object. type: object required: - id - name - type - user_id - created_at - updated_at properties: id: description: ID of the data source object. type: string name: description: Name of the data source. type: string type: description: Type of data source. type: string user_id: description: ID of the user who created the data source. type: string username: type: string description: User who has created the data source. created_at: description: Created time of the data source. type: number updated_at: description: Last updated time of the data source. type: number dmm-plier_adls2ConfigResponse: oneOf: - $ref: '#/components/schemas/dmm-plier_adls2SharedKeyConfigResponse' - $ref: '#/components/schemas/dmm-plier_adls2OAuth2ConfigResponse' discriminator: propertyName: auth mapping: shared_key: $ref: '#/components/schemas/dmm-plier_adls2SharedKeyConfigResponse' client_credentials: $ref: '#/components/schemas/dmm-plier_adls2OAuth2ConfigResponse' username_password: $ref: '#/components/schemas/dmm-plier_adls2OAuth2ConfigResponse' refresh_token: $ref: '#/components/schemas/dmm-plier_adls2OAuth2ConfigResponse' managed_identity: $ref: '#/components/schemas/dmm-plier_adls2OAuth2ConfigResponse' dmm-plier_adls1ConfigResponse: oneOf: - $ref: '#/components/schemas/dmm-plier_adls1ClientCredentialsConfigResponse' - $ref: '#/components/schemas/dmm-plier_adls1ManagedIdentityConfigResponse' discriminator: propertyName: auth mapping: client_credentials: $ref: >- #/components/schemas/dmm-plier_adls1ClientCredentialsConfigResponse managed_identity: $ref: '#/components/schemas/dmm-plier_adls1ManagedIdentityConfigResponse' dmm-plier_adls2SharedKeyConfigRequest: title: Azure Data Lake Gen 2 Shared Key Config Request description: Azure Data Lake Gen 2 Shared Key Config Request Object. allOf: - $ref: '#/components/schemas/dmm-plier_adls2CommonConfigRequest' - type: object required: - shared_key properties: shared_key: type: string description: Shared Key to be used for authentication. dmm-plier_adls2ClientCredentialsConfigRequest: title: Azure Data Lake Gen 2 Client Credentials Config Request description: Azure Data Lake Gen 2 Client Credentials Config Request Object. allOf: - $ref: '#/components/schemas/dmm-plier_adls2CommonConfigRequest' - type: object required: - o_auth2_config properties: o_auth2_config: type: object description: OAuth 2 config object. required: - endpoint - client_id - client_secret properties: endpoint: type: string description: Endpoint to be used for authentication. client_id: type: string description: Client ID to be used for authentication. client_secret: type: string description: Client Secret to be used for authentication. dmm-plier_adls2UsernamePasswordConfigRequest: title: Azure Data Lake Gen 2 Username Password Config Request description: Azure Data Lake Gen 2 Username Password Config Request Object. allOf: - $ref: '#/components/schemas/dmm-plier_adls2CommonConfigRequest' - type: object required: - o_auth2_config properties: o_auth2_config: type: object description: OAuth 2 config object. required: - endpoint - username - password properties: endpoint: type: string description: Endpoint to be used for authentication. username: type: string description: Username to be used for authentication. password: type: string description: Password to be used for authentication. dmm-plier_adls2RefreshTokenConfigRequest: title: Azure Data Lake Gen 2 Refresh Token Config Request description: Azure Data Lake Gen 2 Refresh Token Config Request Object. allOf: - $ref: '#/components/schemas/dmm-plier_adls2CommonConfigRequest' - type: object required: - o_auth2_config properties: o_auth2_config: type: object description: OAuth 2 config object. required: - refresh_token properties: refresh_token: type: string description: Refresh Token to be used for authentication. client_id: type: string description: Optional Client ID to be used for authentication. dmm-plier_adls2ManagedIdentityConfigRequest: title: Azure Data Lake Gen 2 Managed Identity Config Request description: Azure Data Lake Gen 2 Managed Identity Config Request Object. allOf: - $ref: '#/components/schemas/dmm-plier_adls2CommonConfigRequest' - type: object properties: o_auth2_config: type: object description: OAuth 2 config object. properties: tenant_id: type: string description: Optional Tenant ID to be used for authentication. client_id: type: string description: Optional Client ID to be used for authentication. dmm-plier_adls1ClientCredentialsConfigRequest: title: Azure Data Lake Gen 1 Client Credentials Config Request description: Azure Data Lake Gen 1 Client Credentials Config Request Object. allOf: - $ref: '#/components/schemas/dmm-plier_adls1CommonConfigRequest' - type: object required: - token_endpoint - application_id - secret_key properties: token_endpoint: type: string description: Endpoint to be used for authentication. application_id: type: string description: Application ID to be used for authentication. secret_key: type: string description: Secret Key to be used for authentication. dmm-plier_adls1ManagedIdentityConfigRequest: title: Azure Data Lake Gen 1 Managed Identity Config Request description: Azure Data Lake Gen 1 Managed Identity Config Request Object. allOf: - $ref: '#/components/schemas/dmm-plier_adls1CommonConfigRequest' - type: object required: - port properties: port: type: integer description: Optional Port to be used for authentication. nullable: true dmm-plier_adls2SharedKeyConfigResponse: title: Azure Data Lake Gen 2 Shared Key Config Response description: Azure Data Lake Gen 2 Shared Key Config Response Object. allOf: - $ref: '#/components/schemas/dmm-plier_adls2CommonConfigResponse' - type: object dmm-plier_adls2OAuth2ConfigResponse: title: Azure Data Lake Gen 2 OAuth2 Config Response description: Azure Data Lake Gen 2 OAuth2 Config Response Object. allOf: - $ref: '#/components/schemas/dmm-plier_adls2CommonConfigResponse' - type: object properties: o_auth2_config: type: object description: OAuth 2 config object. dmm-plier_adls1ClientCredentialsConfigResponse: title: Azure Data Lake Gen 1 Client Credentials Config Response description: Azure Data Lake Gen 1 Client Credentials Config Response Object. allOf: - $ref: '#/components/schemas/dmm-plier_adls1CommonConfigResponse' - type: object properties: token_endpoint: type: string description: Endpoint to be used for authentication. nullable: true application_id: type: string description: Application ID to be used for authentication. nullable: true secret_key: type: string description: Secret Key to be used for authentication. nullable: true dmm-plier_adls1ManagedIdentityConfigResponse: title: Azure Data Lake Gen 1 Managed Identity Config Response description: Azure Data Lake Gen 1 Managed Identity Config Response Object. allOf: - $ref: '#/components/schemas/dmm-plier_adls1CommonConfigResponse' - type: object properties: port: type: integer description: Port to be used for authentication. nullable: true dmm-plier_adls2CommonConfigRequest: title: Azure Data Lake Gen 2 Common Config Request description: Azure Data Lake Gen 2 Common Config Request Object. type: object required: - container - account - auth properties: container: type: string description: Azure Storage container. account: type: string description: Azure Storage Account. auth: type: string description: Azure Storage Auth Type. dmm-plier_adls1CommonConfigRequest: title: Azure Data Lake Gen 1 Common Config Request description: Azure Data Lake Gen 1 Common Config Request Object. type: object required: - container - auth properties: container: type: string description: Azure Storage container. auth: type: string description: Azure Storage Auth Type. dmm-plier_adls2CommonConfigResponse: title: Azure Data Lake Gen 2 Common Config Response description: Azure Data Lake Gen 2 Common Config Response Object. type: object required: - container - account - auth properties: container: type: string description: Azure Storage container. account: type: string description: Azure Storage Account. auth: type: string description: Azure Storage Auth Type. dmm-plier_adls1CommonConfigResponse: title: Azure Data Lake Gen 1 Common Config Response description: Azure Data Lake Gen 1 Common Config Response Object. type: object required: - container - auth properties: container: type: string description: Azure Storage container. auth: type: string description: Azure Storage Auth Type. 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 - [Delete monitoring Data Source](/6.3/api-reference/data-sources/delete-model-monitorv2apidatasource.md) - [List monitoring Data Sources](/6.3/api-reference/data-sources/get-model-monitorv2apidatasources.md) - [Create a Data Source](/6.3/api-reference/data-sources/create-a-data-source.md) - [Manage Data Sources](/6.3/admin/data-administration/external-data/index.md)