DataRobot Mitigation Humility API
Use the endpoints described below to manage humility.
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curl "https://apis.io/api/v1/apis/datarobot:datarobot-mitigation-humility-api"
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OpenAPI Specification
openapi: 3.2.0
info:
contact:
email: support@datarobot.com
name: DataRobot Support
url: https://support.datarobot.com
description: DataRobot's Public facing API
license:
name: DataRobot Tool and Utility Agreement
url: https://www.datarobot.com/wp-content/uploads/2021/07/DataRobot-Tool-and-Utility-Agreement.pdf
title: Public Mitigation Humility API
version: 2.49.0
x-datarobot-release-version: Latest
servers:
- url: https://app.datarobot.com/
security:
- BearerAuth: []
tags:
- description: Use the endpoints described below to manage humility.
name: mitigation_humility
paths:
/api/v2/deployments/{deploymentId}/humilityStats/:
get:
description: Retrieve humility rule service triggers statistics overview.
operationId: deploymentsHumilityStats_list
parameters:
- description: 'Start of the period to retrieve monitoring data, defaults to 7 days ago from the end of the period. Note: this field only accepts top of the hour RFC3339 datetime strings, for example: ``2019-08-01T00:00:00Z``.'
in: query
name: start
required: false
schema:
format: date-time
type:
- string
- 'null'
- description: 'End of the period to retrieve monitoring data, defaults to the next top of the hour. Note: this field only accepts top of the hour RFC3339 datetime strings, for example: ``2019-08-01T00:00:00Z``.'
in: query
name: end
required: false
schema:
format: date-time
type:
- string
- 'null'
- description: The time duration of a bucket. Needs to be multiple of one hour. Can not be longer than the total length of the period. If not set, a default value will be calculated based on the start and end time.
in: query
name: bucketSize
required: false
schema:
format: duration
type: string
- description: The id of the model for which metrics are being retrieved.
in: query
name: modelId
required: false
schema:
type: string
- description: The name of a segment attribute used for segment analysis.
in: query
name: segmentAttribute
required: false
schema:
enum:
- DataRobot-Consumer
- DataRobot-Remote-IP
- DataRobot-Host-IP
type: string
x-versionadded: v2.20
- description: The value of the `segmentAttribute` to segment on.
in: query
name: segmentValue
required: false
schema:
default: ''
type:
- string
- 'null'
x-versionadded: v2.20
- description: Unique identifier of the deployment.
in: path
name: deploymentId
required: true
schema:
type: string
responses:
'200':
content:
application/json:
schema:
$ref: '#/components/schemas/HumilityStatsResponse'
description: Humility service health statistics overview retrieved.
'403':
description: Model Deployments and/or Monitoring are not enabled.
'404':
description: Either the deployment does not exist or user does not have permission to view the deployment.
summary: Retrieve humility stats by deployment ID
tags:
- mitigation_humility
x-versionadded: v2.24
/api/v2/deployments/{deploymentId}/humilityStatsOverTime/:
get:
description: Retrieve humility service statistics over time.
operationId: deploymentsHumilityStatsOverTime_list
parameters:
- description: 'Start of the period to retrieve monitoring data, defaults to 7 days ago from the end of the period. Note: this field only accepts top of the hour RFC3339 datetime strings, for example: ``2019-08-01T00:00:00Z``.'
in: query
name: start
required: false
schema:
format: date-time
type:
- string
- 'null'
- description: 'End of the period to retrieve monitoring data, defaults to the next top of the hour. Note: this field only accepts top of the hour RFC3339 datetime strings, for example: ``2019-08-01T00:00:00Z``.'
in: query
name: end
required: false
schema:
format: date-time
type:
- string
- 'null'
- description: The time duration of a bucket. Needs to be multiple of one hour. Can not be longer than the total length of the period. If not set, a default value will be calculated based on the start and end time.
in: query
name: bucketSize
required: false
schema:
format: duration
type: string
- description: The id of the model for which metrics are being retrieved.
in: query
name: modelId
required: false
schema:
type: string
- description: The name of a segment attribute used for segment analysis.
in: query
name: segmentAttribute
required: false
schema:
enum:
- DataRobot-Consumer
- DataRobot-Remote-IP
- DataRobot-Host-IP
type: string
x-versionadded: v2.20
- description: The value of the `segmentAttribute` to segment on.
in: query
name: segmentValue
required: false
schema:
default: ''
type:
- string
- 'null'
x-versionadded: v2.20
- description: Unique identifier of the deployment.
in: path
name: deploymentId
required: true
schema:
type: string
responses:
'200':
content:
application/json:
schema:
$ref: '#/components/schemas/HumilityStatsOverTimeResponse'
description: Humility statistics for deployment retrieved.
'403':
description: Model Deployments and/or Monitoring are not enabled.
'404':
description: Either the deployment does not exist or user does not have permission to view the deployment.
summary: Retrieve humility stats over time by deployment ID
tags:
- mitigation_humility
x-versionadded: v2.24
components:
schemas:
HumilityStatsBucket:
description: A `bucket` object covering whole `start`/`end` time range
properties:
period:
$ref: '#/components/schemas/TimeRange'
values:
description: Rules response objects.
items:
$ref: '#/components/schemas/HumilityStatsRule'
type: array
required:
- period
- values
type: object
HumilityStatsResponse:
properties:
data:
description: metrics rules
items:
$ref: '#/components/schemas/HumilityStatsRule'
type: array
modelId:
description: The id of the model for which metrics are being retrieved.
type: string
period:
$ref: '#/components/schemas/TimeRange'
segmentAttribute:
description: The name of the segment on which segment analysis is being performed.
type:
- string
- 'null'
x-versionadded: v2.20
segmentValue:
default: ''
description: The value of the `segmentAttribute` to segment on.
type:
- string
- 'null'
x-versionadded: v2.20
required:
- data
- period
type: object
HumilityStatsRule:
properties:
ruleId:
description: Id of the humility rule.
type: string
ruleName:
description: Name of the rule.
type: string
value:
description: Number of times the rule was triggered.
type: integer
required:
- ruleId
- ruleName
- value
type: object
TimeRange:
description: An object with the keys "start" and "end" defining the period.
properties:
end:
description: 'End of the period to retrieve monitoring data, defaults to the next top of the hour. Note: this field only accepts top of the hour RFC3339 datetime strings, for example: ``2019-08-01T00:00:00Z``.'
format: date-time
type:
- string
- 'null'
start:
description: 'Start of the period to retrieve monitoring data, defaults to 7 days ago from the end of the period. Note: this field only accepts top of the hour RFC3339 datetime strings, for example: ``2019-08-01T00:00:00Z``.'
format: date-time
type:
- string
- 'null'
type: object
HumilityStatsOverTimeResponse:
properties:
buckets:
description: An array of `bucket` objects, representing service health stats of the deployment over time
items:
$ref: '#/components/schemas/HumilityStatsBucket'
type: array
modelId:
description: The id of the model for which metrics are being retrieved.
type: string
segmentAttribute:
description: The name of the segment on which segment analysis is being performed.
type:
- string
- 'null'
x-versionadded: v2.20
segmentValue:
default: ''
description: The value of the `segmentAttribute` to segment on.
type:
- string
- 'null'
x-versionadded: v2.20
summary:
$ref: '#/components/schemas/HumilityStatsBucket'
required:
- buckets
- summary
type: object
securitySchemes:
BearerAuth:
description: JWT Bearer Auth
scheme: bearer
type: http