Apache Livy · Agentic Access

Apache Livy Agentic Access

x-agentic-access generated

Apache Livy exposes 15 API operations that an AI agent could call, of which 5 are state-changing ‘acting’ operations. This is a recommended x-agentic-access execution contract — the scope, audience, consequence tier, short-lived token constraints, and escalation each action should carry before it is handed to an autonomous agent.

By consequence: 10 read and 5 write.

Contracts are classified heuristically from the provider’s OpenAPI and refresh on every APIs.io network build; audience is bound per deployment. The model follows Curity’s Access Intelligence (apidays Munich 2026). Browse every provider’s agent contracts at agentic-access.apis.io.

Big DataInteractive ComputingOpen SourceRESTSpark

Operations: 15 Acting: 5 Human-in-the-loop: 0 Method: generated

By consequence

read 10 write 5

Source

Agentic Access

generated: '2026-07-15'
method: generated
source: openapi/apache-livy-rest-api.yaml
description: Recommended x-agentic-access execution contracts, classified heuristically from
  the OpenAPI. A governance starting point for exposing this API to AI agents — review and bind
  audience per deployment. See research/curity/agentic-governance/.
summary:
  operations: 15
  by_action_class:
    connected: 10
    acting: 5
  by_consequence:
    read: 10
    write: 5
  human_in_the_loop_required: 0
operations:
- path: /sessions
  method: get
  operationId: listSessions
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /sessions
  method: post
  operationId: createSession
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /sessions/{sessionId}
  method: get
  operationId: getSession
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /sessions/{sessionId}
  method: delete
  operationId: deleteSession
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /sessions/{sessionId}/state
  method: get
  operationId: getSessionState
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /sessions/{sessionId}/log
  method: get
  operationId: getSessionLog
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /sessions/{sessionId}/statements
  method: get
  operationId: listStatements
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /sessions/{sessionId}/statements
  method: post
  operationId: runStatement
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /sessions/{sessionId}/statements/{statementId}
  method: get
  operationId: getStatement
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /batches
  method: get
  operationId: listBatches
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /batches
  method: post
  operationId: createBatch
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /batches/{batchId}
  method: get
  operationId: getBatch
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /batches/{batchId}
  method: delete
  operationId: deleteBatch
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /batches/{batchId}/state
  method: get
  operationId: getBatchState
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /batches/{batchId}/log
  method: get
  operationId: getBatchLog
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none