Datafold

Datafold Monitors API

The Monitors API from Datafold — 11 operation(s) for monitors.

GitHub OpenAPI

Operations 12

GET /api/v1/monitors List Monitors #
POST /api/v1/monitors/create/diff Create a Data Diff Monitor #
POST /api/v1/monitors/create/metric Create a Metric Monitor #
POST /api/v1/monitors/create/schema Create a Schema Change Monitor #
POST /api/v1/monitors/create/test Create a Data Test Monitor #
DELETE /api/v1/monitors/{id} Delete a Monitor #
GET /api/v1/monitors/{id} Get Monitor #
POST /api/v1/monitors/{id}/run Trigger a run #
GET /api/v1/monitors/{id}/runs List Monitor Runs #
GET /api/v1/monitors/{id}/runs/{run_id} Get Monitor Run #
PUT /api/v1/monitors/{id}/toggle Toggle a Monitor #
PATCH /api/v1/monitors/{id}/update Update a Monitor #

Documentation

📖
Documentation
https://docs.datafold.com/developer/datafold-api
📖
Authentication
https://docs.datafold.com/api-reference/introduction

Specifications

⚙
OpenAPI
https://raw.githubusercontent.com/api-evangelist/datafold/refs/heads/main/openapi/datafold-monitors-api-openapi.yml

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OpenAPI Specification

datafold-monitors-api-openapi.yml Raw ↑ 
openapi: 3.2.0
info:
  contact:
    email: support@datafold.com
    name: API Support
  description: "The Datafold API reference is a guide to our available endpoints and authentication methods.\nIf you're just getting started with Datafold, we recommend first checking out our [documentation](https://docs.datafold.com).\n\n:::info\n  To use the Datafold API, you should first create a Datafold API Key,\n  which should be stored as a local environment variable named DATAFOLD_API_KEY.\n  This can be set in your Datafold Cloud's Settings under the Account page.\n:::"
  title: Datafold Audit Logs Monitors API
  version: latest
servers:
- description: Default server
  url: https://app.datafold.com
security:
- ApiKeyAuth: []
tags:
- name: Monitors
paths:
  /api/v1/monitors:
    get:
      operationId: list_monitors_api_v1_monitors_get
      parameters:
      - description: The page number to retrieve.
        in: query
        name: page
        required: false
        schema:
          default: 1
          description: The page number to retrieve.
          title: Page
          type: integer
      - description: The number of items to retrieve per page.
        in: query
        name: page_size
        required: false
        schema:
          default: 20
          description: The number of items to retrieve per page.
          title: Page Size
          type: integer
      - description: Field to order the monitors by.
        in: query
        name: order_by
        required: false
        schema:
          anyOf:
          - $ref: '#/components/schemas/SortableFields'
          - type: 'null'
          description: Field to order the monitors by.
          title: Order By
      - description: Specify the order direction for the monitors.
        in: query
        name: sort_order
        required: false
        schema:
          default: desc
          description: Specify the order direction for the monitors.
          enum:
          - asc
          - desc
          title: Sort Order
          type: string
      - description: Comma-separated tags to filter monitors by.
        in: query
        name: tags
        required: false
        schema:
          description: Comma-separated tags to filter monitors by.
          title: Tags
          type: string
      responses:
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ApiPublicListMonitorsOut'
          description: Successful Response
        '422':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
          description: Validation Error
      summary: List Monitors
      tags:
      - Monitors
  /api/v1/monitors/create/diff:
    post:
      operationId: create_monitor_diff_api_v1_monitors_create_diff_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DataDiffMonitorSpecPublic'
        required: true
      responses:
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ApiPublicCreateMonitorOut'
          description: Successful Response
        '422':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
          description: Validation Error
      summary: Create a Data Diff Monitor
      tags:
      - Monitors
  /api/v1/monitors/create/metric:
    post:
      operationId: create_monitor_metric_api_v1_monitors_create_metric_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/MetricMonitorSpecPublic'
        required: true
      responses:
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ApiPublicCreateMonitorOut'
          description: Successful Response
        '422':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
          description: Validation Error
      summary: Create a Metric Monitor
      tags:
      - Monitors
  /api/v1/monitors/create/schema:
    post:
      operationId: create_monitor_schema_api_v1_monitors_create_schema_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/SchemaChangeMonitorSpecPublic'
        required: true
      responses:
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ApiPublicCreateMonitorOut'
          description: Successful Response
        '422':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
          description: Validation Error
      summary: Create a Schema Change Monitor
      tags:
      - Monitors
  /api/v1/monitors/create/test:
    post:
      operationId: create_monitor_test_api_v1_monitors_create_test_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DataTestMonitorSpecPublic'
        required: true
      responses:
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ApiPublicCreateMonitorOut'
          description: Successful Response
        '422':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
          description: Validation Error
      summary: Create a Data Test Monitor
      tags:
      - Monitors
  /api/v1/monitors/{id}:
    delete:
      operationId: delete_monitor_api_v1_monitors__id__delete
      parameters:
      - description: The unique identifier of the monitor.
        in: path
        name: id
        required: true
        schema:
          description: The unique identifier of the monitor.
          title: Id
          type: integer
      responses:
        '200':
          content:
            application/json:
              schema: {}
          description: Successful Response
        '422':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
          description: Validation Error
      summary: Delete a Monitor
      tags:
      - Monitors
    get:
      operationId: get_monitor_api_v1_monitors__id__get
      parameters:
      - description: The unique identifier of the monitor.
        in: path
        name: id
        required: true
        schema:
          description: The unique identifier of the monitor.
          title: Id
          type: integer
      responses:
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ApiPublicGetMonitorOutFull'
          description: Successful Response
        '422':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
          description: Validation Error
      summary: Get Monitor
      tags:
      - Monitors
  /api/v1/monitors/{id}/run:
    post:
      operationId: start_monitor_run_api_v1_monitors__id__run_post
      parameters:
      - description: The unique identifier of the monitor for which to start the run.
        in: path
        name: id
        required: true
        schema:
          description: The unique identifier of the monitor for which to start the run.
          title: Id
          type: integer
      responses:
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ApiPublicMonitorTriggerRunResultOut'
          description: Successful Response
        '422':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
          description: Validation Error
      summary: Trigger a run
      tags:
      - Monitors
  /api/v1/monitors/{id}/runs:
    get:
      operationId: list_monitor_runs_api_v1_monitors__id__runs_get
      parameters:
      - description: The unique identifier of the monitor.
        in: path
        name: id
        required: true
        schema:
          description: The unique identifier of the monitor.
          title: Id
          type: integer
      - description: The page number to retrieve.
        in: query
        name: page
        required: false
        schema:
          default: 1
          description: The page number to retrieve.
          title: Page
          type: integer
      - description: The number of items to retrieve per page.
        in: query
        name: page_size
        required: false
        schema:
          default: 10
          description: The number of items to retrieve per page.
          title: Page Size
          type: integer
      - description: Include runs with a timestamp >= this value.
        in: query
        name: start_time
        required: false
        schema:
          anyOf:
          - format: date-time
            type: string
          - type: 'null'
          description: Include runs with a timestamp >= this value.
          title: Start Time
      - description: Include runs with a timestamp <= this value.
        in: query
        name: end_time
        required: false
        schema:
          anyOf:
          - format: date-time
            type: string
          - type: 'null'
          description: Include runs with a timestamp <= this value.
          title: End Time
      responses:
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ApiPublicListMonitorRunsOut'
          description: Successful Response
        '422':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
          description: Validation Error
      summary: List Monitor Runs
      tags:
      - Monitors
  /api/v1/monitors/{id}/runs/{run_id}:
    get:
      operationId: get_monitor_run_api_v1_monitors__id__runs__run_id__get
      parameters:
      - description: The unique identifier of the run to retrieve.
        in: path
        name: run_id
        required: true
        schema:
          description: The unique identifier of the run to retrieve.
          title: Run Id
          type: integer
      - description: The unique identifier of the monitor associated with the run.
        in: path
        name: id
        required: true
        schema:
          description: The unique identifier of the monitor associated with the run.
          title: Id
          type: integer
      responses:
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ApiPublicMonitorRunResultOut'
          description: Successful Response
        '422':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
          description: Validation Error
      summary: Get Monitor Run
      tags:
      - Monitors
  /api/v1/monitors/{id}/toggle:
    put:
      operationId: toggle_monitor_on_off_api_v1_monitors__id__toggle_put
      parameters:
      - description: The unique identifier of the monitor.
        in: path
        name: id
        required: true
        schema:
          description: The unique identifier of the monitor.
          title: Id
          type: integer
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/Body_toggle_monitor_on_off_api_v1_monitors__id__toggle_put'
        required: true
      responses:
        '200':
          content:
            application/json:
              schema: {}
          description: Successful Response
        '422':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
          description: Validation Error
      summary: Toggle a Monitor
      tags:
      - Monitors
  /api/v1/monitors/{id}/update:
    patch:
      operationId: update_monitor_api_v1_monitors__id__update_patch
      parameters:
      - description: The unique identifier of the monitor.
        in: path
        name: id
        required: true
        schema:
          description: The unique identifier of the monitor.
          title: Id
          type: integer
      requestBody:
        content:
          application/json:
            schema:
              discriminator:
                mapping:
                  diff: '#/components/schemas/DataDiffUpdateMonitorSpecPublic'
                  metric: '#/components/schemas/MetricUpdateMonitorSpecPublic'
                  schema: '#/components/schemas/SchemaChangeUpdateMonitorSpecPublic'
                  test: '#/components/schemas/DataTestUpdateMonitorSpecPublic'
                propertyName: type
              oneOf:
              - $ref: '#/components/schemas/DataDiffUpdateMonitorSpecPublic'
              - $ref: '#/components/schemas/MetricUpdateMonitorSpecPublic'
              - $ref: '#/components/schemas/SchemaChangeUpdateMonitorSpecPublic'
              - $ref: '#/components/schemas/DataTestUpdateMonitorSpecPublic'
        required: true
      responses:
        '200':
          content:
            application/json:
              schema: {}
          description: Successful Response
        '422':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
          description: Validation Error
      summary: Update a Monitor
      tags:
      - Monitors
components:
  schemas:
    RelativeColumnTolerance:
      properties:
        type:
          const: relative
          default: relative
          description: The type of Column Tolerance.
          title: Type
          type: string
        value:
          anyOf:
          - type: number
          - type: integer
          description: Value of Column Tolerance.
          title: Value
      required:
      - value
      title: Relative
      type: object
    AnomalyDetectionThreshold:
      properties:
        sensitivity:
          description: Sensitivity level for anomaly detection, ranging from 0 to 100.
          maximum: 100.0
          minimum: 0.0
          title: Sensitivity
          type: integer
        type:
          const: automatic
          title: Type
          type: string
      required:
      - type
      - sensitivity
      title: Anomaly Detection
      type: object
    AbsoluteThreshold:
      properties:
        max:
          anyOf:
          - type: number
          - type: 'null'
          description: Maximum value for the absolute threshold.
          title: Max
        min:
          anyOf:
          - type: number
          - type: 'null'
          description: Minimum value for the absolute threshold.
          title: Min
        type:
          const: absolute
          title: Type
          type: string
      required:
      - type
      title: Absolute
      type: object
    InDbQueryDataset:
      properties:
        connection_id:
          description: The identifier for the data source configuration.
          title: Connection Id
          type: integer
        query:
          description: The SQL query to be evaluated.
          title: Query
          type: string
        session_parameters:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          description: Parameters for the database session.
          title: Session Parameters
        time_travel_point:
          anyOf:
          - type: string
          - type: integer
          - type: 'null'
          description: Point in time for querying historical data.
          title: Time Travel Point
      required:
      - connection_id
      - query
      title: Query
      type: object
    TableMetricAlias:
      enum:
      - row_count
      - freshness
      title: TableMetricAlias
      type: string
    InDbDataDiffConfig:
      properties:
        column_remapping:
          anyOf:
          - additionalProperties:
              type: string
            type: object
          - type: 'null'
          description: Mapping of columns from one dataset to another for comparison.
          title: Column Remapping
        columns_to_compare:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          description: Optional list of columns to compare between the datasets.
          title: Columns To Compare
        compare_duplicates:
          anyOf:
          - type: boolean
          - type: 'null'
          description: Compare rows with duplicate primary keys. Defaults to true.
          title: Compare Duplicates
        dataset_a:
          anyOf:
          - $ref: '#/components/schemas/InDbTableDataset'
          - $ref: '#/components/schemas/InDbQueryDataset'
          description: The first dataset to compare.
        dataset_b:
          anyOf:
          - $ref: '#/components/schemas/InDbTableDataset'
          - $ref: '#/components/schemas/InDbQueryDataset'
          description: The second dataset to compare.
        exclude_columns:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          description: Columns to exclude from the comparison. InDb diffs accept gitignore-style patterns (e.g. '*_ts'); InMem diffs require exact column names. Primary-key columns are never excluded.
          title: Exclude Columns
        ignore_string_case:
          default: false
          description: Indicates whether to ignore case differences in string comparisons.
          title: Ignore String Case
          type: boolean
        include_columns:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          description: Columns to include in the comparison. InDb diffs accept gitignore-style patterns (e.g. '*_ts'); InMem diffs require exact column names. Alias of columns_to_compare; set only one.
          title: Include Columns
        materialize_results:
          default: false
          description: Indicates whether to materialize the results of the comparison.
          title: Materialize Results
          type: boolean
        null_equals_empty_string:
          default: false
          description: Treat NULL and empty string ('') as equal in string comparisons and PK joins.
          title: Null Equals Empty String
          type: boolean
        primary_key:
          description: List of columns that make up the primary key for the datasets.
          items:
            type: string
          title: Primary Key
          type: array
        sampling:
          anyOf:
          - $ref: '#/components/schemas/ToleranceBasedSampling'
          - $ref: '#/components/schemas/PercentageSampling'
          - $ref: '#/components/schemas/MaxRowsSampling'
          - type: 'null'
          description: Sampling configuration for the data comparison.
        sort_array_columns:
          anyOf:
          - type: boolean
          - type: 'null'
          description: Sort array elements before comparison to ignore insertion order differences.
          title: Sort Array Columns
        timeseries_dimension_column:
          anyOf:
          - type: string
          - type: 'null'
          description: Column used for time series dimensioning in the comparison.
          title: Timeseries Dimension Column
        tolerance:
          anyOf:
          - $ref: '#/components/schemas/DataDiffToleranceConfig'
          - type: 'null'
          description: Configuration for tolerance.
      required:
      - primary_key
      - dataset_a
      - dataset_b
      title: In-Database
      type: object
    SchemaChangeUpdateMonitorSpecPublic:
      properties:
        description:
          anyOf:
          - type: string
          - type: 'null'
          description: The description of the monitor.
          title: Description
        name:
          anyOf:
          - type: string
          - type: 'null'
          description: The name of the monitor.
          title: Name
        notifications:
          description: Notification configuration for the monitor.
          items:
            discriminator:
              mapping:
                email: '#/components/schemas/EmailNotification'
                pagerduty: '#/components/schemas/PagerDutyNotification'
                slack: '#/components/schemas/SlackNotification'
                teams: '#/components/schemas/TeamsNotification'
                webhook: '#/components/schemas/WebhookNotification'
              propertyName: type
            oneOf:
            - $ref: '#/components/schemas/EmailNotification'
            - $ref: '#/components/schemas/PagerDutyNotification'
            - $ref: '#/components/schemas/WebhookNotification'
            - $ref: '#/components/schemas/SlackNotification'
            - $ref: '#/components/schemas/TeamsNotification'
          title: Notifications
          type: array
        owner:
          anyOf:
          - type: string
          - type: 'null'
          description: Email of the monitor owner.
          title: Owner
        schedule:
          anyOf:
          - $ref: '#/components/schemas/IntervalSchedule'
          - $ref: '#/components/schemas/CronSchedule'
          - $ref: '#/components/schemas/NoneSchedule'
          - type: 'null'
          description: The schedule at which the monitor runs.
        tags:
          description: Tags associated with the monitor.
          items:
            type: string
          title: Tags
          type: array
        type:
          const: schema
          description: The type of monitor.
          title: Type
          type: string
      required:
      - type
      title: Schema
      type: object
    HourIntervalSchedule:
      properties:
        every:
          const: hour
          title: Every
          type: string
        type:
          const: hourly
          default: hourly
          title: Type
          type: string
      required:
      - every
      title: Hour
      type: object
    DestinationFeatures:
      enum:
      - attach_csv
      - notify_first_triggered_only
      - disable_recovery_notifications
      - notify_every_run
      title: DestinationFeatures
      type: string
    StandardDataTestMonitorSpec:
      properties:
        tables:
          anyOf:
          - items:
              $ref: '#/components/schemas/SDTTable'
            type: array
          - type: 'null'
          title: Tables
        type:
          $ref: '#/components/schemas/StandardDataTestTypes'
        variables:
          anyOf:
          - additionalProperties:
              $ref: '#/components/schemas/SDTVariable'
            type: object
          - type: 'null'
          title: Variables
      required:
      - type
      title: Standard DT
      type: object
    SortableFields:
      enum:
      - id
      - name
      - last_triggered
      - last_run
      - created_by
      title: SortableFields
      type: string
    ToleranceBasedSampling:
      properties:
        confidence:
          description: The confidence level for the sampling results.
          title: Confidence
          type: number
        threshold:
          anyOf:
          - type: integer
          - type: 'null'
          description: Threshold for triggering actions based on sampling.
          title: Threshold
        tolerance:
          description: The allowable margin of error for sampling.
          title: Tolerance
          type: number
      required:
      - tolerance
      - confidence
      title: Tolerance
      type: object
    ValidationError:
      properties:
        loc:
          items:
            anyOf:
            - type: string
            - type: integer
          title: Location
          type: array
        msg:
          title: Message
          type: string
        type:
          title: Error Type
          type: string
      required:
      - loc
      - msg
      - type
      title: ValidationError
      type: object
    DataTestUpdateMonitorSpecPublic:
      properties:
        description:
          anyOf:
          - type: string
          - type: 'null'
          description: The description of the monitor.
          title: Description
        name:
          anyOf:
          - type: string
          - type: 'null'
          description: The name of the monitor.
          title: Name
        notifications:
          description: Notification configuration for the monitor.
          items:
            discriminator:
              mapping:
                email: '#/components/schemas/EmailNotification'
                pagerduty: '#/components/schemas/PagerDutyNotification'
                slack: '#/components/schemas/SlackNotification'
                teams: '#/components/schemas/TeamsNotification'
                webhook: '#/components/schemas/WebhookNotification'
              propertyName: type
            oneOf:
            - $ref: '#/components/schemas/EmailNotification'
            - $ref: '#/components/schemas/PagerDutyNotification'
            - $ref: '#/components/schemas/WebhookNotification'
            - $ref: '#/components/schemas/SlackNotification'
            - $ref: '#/components/schemas/TeamsNotification'
          title: Notifications
          type: array
        owner:
          anyOf:
          - type: string
          - type: 'null'
          description: Email of the monitor owner.
          title: Owner
        query:
          anyOf:
          - type: string
          - type: 'null'
          description: The SQL query to be evaluated.
          title: Query
        schedule:
          anyOf:
          - $ref: '#/components/schemas/IntervalSchedule'
          - $ref: '#/components/schemas/CronSchedule'
          - $ref: '#/components/schemas/NoneSchedule'
          - type: 'null'
          description: The schedule at which the monitor runs.
        tags:
          description: Tags associated with the monitor.
          items:
            type: string
          title: Tags
          type: array
        test:
          anyOf:
          - $ref: '#/components/schemas/StandardDataTestMonitorSpec'
          - type: 'null'
        type:
          const: test
          description: The type of monitor.
          title: Type
          type: string
      required:
      - type
      title: Data
      type: object
    MaxRowsSampling:
      properties:
        max_rows:
          description: The maximum number of rows to sample.
          title: Max Rows
          type: integer
        threshold:
          anyOf:
          - type: integer
          - type: 'null'
          description: Threshold for triggering actions based on sampling.
          title: Threshold
      required:
      - max_rows
      title: MaxRows
      type: object
    SDTVariable:
      properties:
        quote:
          default: true
          title: Quote
          type: boolean
        value:
          anyOf:
          - type: string
          - type: integer
          - type: number
          - items:
              type: string
            type: array
          - items:
              type: integer
            type: array
          - items:
              type: number
            type: array
          - items:
              anyOf:
              - type: string
              - type: integer
              - type: number
            type: array
          title: Value
      required:
      - value
      title: SDTVariable
      type: object
    WebhookNotification:
      properties:
        features:
          anyOf:
          - items:
              $ref: '#/components/schemas/DestinationFeatures'
            type: array
          - type: 'null'
          description: A list of features to enable for this notification.
          title: Features
        integration:
          description: The identifier for the integration.
          title: Integration
          type: integer
        type:
          const: webhook
          default: webhook
          title: Type
          type: string
      required:
      - integration
      title: Webhook
      type: object
    ApiPublicListMonitorsOut:
      properties:
        count:
          description: Total number of monitors.
          title: Count
          type: integer
        monitors:
          description: List of monitor details.
          items:
            $ref: '#/components/schemas/ApiPublicGetMonitorOut'
          title: Monitors
          type: array
        page:
          description: Current page number in the paginated result.
          title: Page
          type: integer
        page_size:
          description: Number of monitors per page.
          title: Page Size
          type: integer
        total_pages:
          description: Total number of pages available.
          title: Total Pages
          type: integer
      required:
      - count
      - monitors
      - page
      - page_size
      - total_pages
      title: ApiPublicListMonitorsOut
      type: object
    AbsoluteColumnTolerance:
      properties:
        type:
          const: absolute
          default: absolute
          description: The type of Column Tolerance.
          title: Type
          type: string
        value:
          description: Value of Column Tolerance.
          title: Value
          type: number
      required:
      - value
      title: Absolute
      type: object
    ApiPublicGetMonitorOutFull:
      properties:
        alert:
          anyOf:
          - discriminator:
              mapping:
                absolute: '#/components/schemas/AbsoluteThreshold'
                automatic: '#/components/schemas/AnomalyDetectionThreshold'
                diff: '#/components/schemas/datafold__api__v1__monitors__DiffAlertCondition'
                percentage: '#/components/schemas/PercentageThreshold'
              propertyName: type
            oneOf:
            - $ref: '#/components/schemas/datafold__api__v1__monitors__DiffAlertCondition'
            - $ref: '#/components/schemas/AnomalyDetectionThreshold'
            - $ref: '#/components/schemas/AbsoluteThreshold'
            - $ref: '#/components/schemas/PercentageThreshold'
          - type: 'null'
          description: Condition for triggering alerts based on the data diff.
        created_at:
          description: Timestamp when the monitor was created.
          format: date-time
          title: Created At
          type: string
        dataset:
          description: Dataset configuration for the monitor.
          items:
            $ref: '#/components/schemas/MonitorDataset'
          title: Dataset
          type: array
        description:
          anyOf:
          - type: string
          - type: 'null'
          description: The description of the monitor.
          title: Description
        enabled:
          description: Indicates whether the monitor is enabled.
          title: Enabled
          type: boolean
        id:
          description: Unique identifier for the monitor.
          title: Id
          type: integer
        last_alert:
          anyOf:
          - format: date-time
            type: string
          - type: 'null'
          description: Timestamp of the last alert.
          title: Last Alert
        last_run:
          anyOf:
          - format: date-time
            type: string
          - type: 'null'
          description: Timestamp of the last monitor run.
          title: Last Run
        modified_at:
          description: Timestamp when the monitor was last modified.
          format: date-time
          title: Modified At
          type: string
        monitor_type:
          anyOf:
          - enum:
            - diff
            - metric
            - schema
            - test
            type: string
          - type: 'null'
          description: Type of the monitor.
          title: Monitor Type
        name:
          anyOf:
          - type: string
          - type: 'null'
          description: Name of the monitor.
          title: Name
        notifications:
          description: Notification co

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