DeepInfra Logs & Metrics API

Query inference logs, deployment logs, and usage metrics.

Operations 4

GET /v1/metrics/live Get Live Metrics #
GET /v1/logs/query Logs Query #
GET /v1/deployment_logs/query Deployment Logs Query #
POST /v1/request-costs Get Request Costs #

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OpenAPI Specification

deepinfra-logs-metrics-api-openapi.yml Raw ↑
openapi: 3.2.0
info:
  title: DeepInfra Logs & Metrics API
  description: The DeepInfra API provides serverless AI inference, custom model deployments, and GPU rentals.
  version: 1.0.0
servers:
- url: https://api.deepinfra.com
tags:
- name: Logs & Metrics
  description: Query inference logs, deployment logs, and usage metrics.
paths:
  /v1/metrics/live:
    get:
      tags:
      - Logs & Metrics
      summary: Get Live Metrics
      description: Get the latest values for the Live metrics section on the web front page.
      operationId: get_live_metrics_v1_metrics_live_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/WebLiveMetricsOut'
  /v1/logs/query:
    get:
      tags:
      - Logs & Metrics
      summary: Logs Query
      description: 'Query inference logs.

        * Without timestamps (from/to) returns last `limit` messages (in last month).

        * With `from` only, returns first `limit` messages after `from` (inclusive).

        * With `to` only, returns last `limit` messages before `to` (inclusive).

        * With both `from` and `to`, return the first `limit` messages after `from`, but not later than `to`.

        * `from` and `to` should be no more than a month apart.'
      operationId: logs_query_v1_logs_query_get
      security:
      - HTTPBearer: []
      parameters:
      - name: deploy_id
        in: query
        required: true
        schema:
          type: string
          description: the deploy id to get the logs from
          title: Deploy Id
        description: the deploy id to get the logs from
      - name: from
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: start of period, in fractional seconds since unix epoch (inclusive)
          title: From
        description: start of period, in fractional seconds since unix epoch (inclusive)
      - name: to
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: end of period, in fractional seconds since unix epoch (exclusive)
          title: To
        description: end of period, in fractional seconds since unix epoch (exclusive)
      - name: limit
        in: query
        required: false
        schema:
          type: integer
          description: how many items to return at most (default 100, in [1, 1000])
          default: 100
          title: Limit
        description: how many items to return at most (default 100, in [1, 1000])
      - name: xi-api-key
        in: header
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          title: Xi-Api-Key
      - name: x-api-key
        in: header
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          title: X-Api-Key
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/LogQueryOut'
        '400':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DeepError'
          description: Bad Request
        '404':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DeepError'
          description: Not Found
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v1/deployment_logs/query:
    get:
      tags:
      - Logs & Metrics
      summary: Deployment Logs Query
      description: 'Query deployment logs.

        * Without timestamps (from/to) returns last `limit` messages (in last month).

        * With `from` only, returns first `limit` messages after `from` (inclusive).

        * With `to` only, returns last `limit` messages before `to` (inclusive).

        * With both `from` and `to`, return the first `limit` messages after `from`, but not later than `to`.

        * `from` and `to` should be no more than a month apart.'
      operationId: deployment_logs_query_v1_deployment_logs_query_get
      security:
      - HTTPBearer: []
      parameters:
      - name: deploy_id
        in: query
        required: true
        schema:
          type: string
          description: the deploy id to get the logs from
          title: Deploy Id
        description: the deploy id to get the logs from
      - name: pod_name
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: the pod name to get the logs from
          title: Pod Name
        description: the pod name to get the logs from
      - name: from
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: start of period, in fractional seconds since unix epoch (inclusive)
          title: From
        description: start of period, in fractional seconds since unix epoch (inclusive)
      - name: to
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: end of period, in fractional seconds since unix epoch (exclusive)
          title: To
        description: end of period, in fractional seconds since unix epoch (exclusive)
      - name: limit
        in: query
        required: false
        schema:
          type: integer
          description: how many items to return at most (default 100, in [1, 1000])
          default: 100
          title: Limit
        description: how many items to return at most (default 100, in [1, 1000])
      - name: xi-api-key
        in: header
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          title: Xi-Api-Key
      - name: x-api-key
        in: header
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          title: X-Api-Key
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DeploymentLogQueryOut'
        '400':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DeepError'
          description: Bad Request
        '404':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DeepError'
          description: Not Found
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v1/request-costs:
    post:
      tags:
      - Logs & Metrics
      summary: Get Request Costs
      operationId: get_request_costs_v1_request_costs_post
      security:
      - HTTPBearer: []
      parameters:
      - name: xi-api-key
        in: header
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          title: Xi-Api-Key
      - name: x-api-key
        in: header
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          title: X-Api-Key
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/RequestCostQuery'
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/RequestCostResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
components:
  schemas:
    ValidationError:
      properties:
        loc:
          items:
            anyOf:
            - type: string
            - type: integer
          type: array
          title: Location
        msg:
          type: string
          title: Message
        type:
          type: string
          title: Error Type
      type: object
      required:
      - loc
      - msg
      - type
      title: ValidationError
    WebLiveMetricsOut:
      properties:
        tokens_per_second:
          anyOf:
          - type: number
          - type: 'null'
          title: Tokens Per Second
          description: Tokens per second
        time_to_first_token:
          anyOf:
          - type: number
          - type: 'null'
          title: Time To First Token
          description: Time to first token in seconds
        requests_per_second:
          anyOf:
          - type: number
          - type: 'null'
          title: Requests Per Second
          description: Requests per second
        total_tflops:
          anyOf:
          - type: number
          - type: 'null'
          title: Total Tflops
          description: Total TFLOPS
      type: object
      required:
      - tokens_per_second
      - time_to_first_token
      - requests_per_second
      - total_tflops
      title: WebLiveMetricsOut
    LogEntry:
      prefixItems:
      - type: string
        title: Ts
        description: timestamp in fractional seconds since unix epoch (ns precision)
      - type: string
        title: Line
        description: a single log line
      type: array
      maxItems: 2
      minItems: 2
    RequestCostResponse:
      properties:
        requests:
          items:
            $ref: '#/components/schemas/RequestCostItem'
          type: array
          title: Requests
      type: object
      required:
      - requests
      title: RequestCostResponse
    DeploymentLogQueryOut:
      properties:
        entries:
          additionalProperties:
            items:
              $ref: '#/components/schemas/DeploymentLogEntry'
            type: array
          type: object
          title: Entries
          description: mapping of pod names to log lines ordered by increasing timestamp
      type: object
      title: DeploymentLogQueryOut
    DeploymentLogEntry:
      prefixItems:
      - type: string
        title: Ts
        description: timestamp in fractional seconds since unix epoch (ns precision)
      - type: string
        title: Line
        description: a single log line
      type: array
      maxItems: 2
      minItems: 2
    RequestCostQuery:
      properties:
        requestIds:
          items:
            type: string
          type: array
          title: Requestids
      type: object
      required:
      - requestIds
      title: RequestCostQuery
    RequestCostItem:
      properties:
        requestId:
          type: string
          title: Requestid
        costNanoUsd:
          type: integer
          title: Costnanousd
      type: object
      required:
      - requestId
      - costNanoUsd
      title: RequestCostItem
    HTTPValidationError:
      properties:
        detail:
          items:
            $ref: '#/components/schemas/ValidationError'
          type: array
          title: Detail
      type: object
      title: HTTPValidationError
    DeepError:
      properties:
        error:
          type: string
          title: Error
          description: Error
          examples:
          - Model not found
      type: object
      required:
      - error
      title: DeepError
    LogQueryOut:
      properties:
        entries:
          items:
            $ref: '#/components/schemas/LogEntry'
          type: array
          title: Entries
          description: list of log lines ordered by increasing timestamp
      type: object
      title: LogQueryOut
  securitySchemes:
    HTTPBearer:
      type: http
      scheme: bearer