Google Batch API

Name: Batch API
Brand: Batch API
Availability: InStock

✓ Official Vendor SpecCloud InfrastructureComputeoauth29 EndpointsREST

Install Jentic One Beta

Connect the Batch API to your agent

Jentic One is a self-hosted execution layer for AI agents. It lets your agent call the Batch API, or any other public or private API you need. You set the rules, the agent never sees your credentials, and every call is logged.

Two steps, two machines. Install the instance in a safe environment, then register your agent from wherever it runs.

Step 1: Jentic One Host machine

# On the machine that will host your Jentic One instance:
curl -fsSL https://raw.githubusercontent.com/jentic/jentic-one/main/tools/install.sh | sh

Step 2: Agent machine

# On the machine where your agent runs (keep this separate from the instance):
curl -fsSL https://raw.githubusercontent.com/jentic/jentic-one/main/tools/install.sh | sh
jentic register       # connects your agent to your Jentic One instance

Jentic One is in public beta. The setup above keeps your agent separate from the instance, which is what you want before using real credentials: an agent running as the same OS user as Jentic One can read its stored keys directly. Just evaluating? A single local install is fine to start. See the secure deployment guide for the tiers.

Capabilities

What an agent can do with Batch API.

Submit a Batch job that runs one or more tasks via POST /v1/{+parent}/jobs

List jobs in a project and location with GET /v1/{+parent}/jobs and filter by state

Cancel a running job via /v1/{+name}:cancel to stop further task execution

GET STARTED

Start building with Batch API

Explore with Jentic

View OpenAPI Document

For Agents

Submit, list, and cancel Google Cloud Batch jobs that run containerised or script-based tasks on managed Compute Engine and GKE.

Use for: I need to submit a Batch job that runs a Docker container across 100 tasks, List all Batch jobs in europe-west1 and their current state, Cancel a running Batch job that has produced enough results, Find every Batch location available to my project

Not supported: Does not store task results, manage long-running services, or run interactive workloads - use for submitting and monitoring batch jobs on managed Compute Engine and GKE only.

Use Cases

Patterns agents use Batch API for, with concrete tasks.

★ HPC and Simulation Workloads

Run high-performance computing, simulation, or rendering jobs as a single submission against a managed scheduler that handles VM provisioning, retries, and task coordination. Submit a job with the desired task count and resource shape; Batch boots the right machines, runs each task, and tears the fleet down on completion.

POST a Batch job spec to /v1/{parent}/jobs with taskCount=1024 and the desired machine type, then poll the operation until done.

Genomics and Scientific Pipelines

Express genomics or scientific pipelines as Batch jobs that fan out across many input samples, with each task running the same container against a different input. Suitable for sequencing variant calling, image processing pipelines, and large-scale data preprocessing without operating a Slurm or Kubernetes cluster directly.

Submit a Batch job whose runnable is a genomics container, with one task per sample listed in a Cloud Storage manifest.

Cost-Aware Job Cancellation

Watch a running job and cancel it once enough samples have produced acceptable results, capping cost on long-tail tasks. The API exposes both job listing and a cancel endpoint, so a controller running on a separate node can drive cost-aware execution policies.

POST to /v1/{name}:cancel once a downstream signal indicates enough successful task outputs have been collected.

AI Agent-Driven Batch Submission via Jentic

Use an AI agent to translate a high-level analysis request into a Batch job spec, submit it, and monitor it to completion. Through Jentic the agent finds Batch operations by intent and runs them with project credentials supplied at execute time, avoiding manual SDK setup in the agent runtime.

Use Jentic search for 'submit a Google Batch job', load the schema for POST /v1/{parent}/jobs, and execute it with the constructed job spec.

Key Endpoints

9 endpoints — the google cloud batch api runs batch compute jobs on managed compute engine and gke infrastructure without requiring users to operate their own scheduler.

METHOD

PATH

DESCRIPTION

POST

/v1/{+parent}/jobs

Create a Batch job with task definitions

GET

/v1/{+parent}/jobs

List Batch jobs in a project and location

GET

/v1/{+name}

Get a Batch job by resource name

DELETE

/v1/{+name}

Delete a Batch job

POST

/v1/{+name}:cancel

Cancel a running Batch job

POST

/v1/{+parent}/state:report

Report task state from inside a running task

GET

/v1/{+name}/locations

List Batch locations available to the project

POST

/v1/{+parent}/jobs

Create a Batch job with task definitions

GET

/v1/{+parent}/jobs

List Batch jobs in a project and location

GET

/v1/{+name}

Get a Batch job by resource name

DELETE

/v1/{+name}

Delete a Batch job

POST

/v1/{+name}:cancel

Cancel a running Batch job

Why Jentic?

Three things that make agents converge on Jentic-routed access.

Credential isolation

Your Google Cloud OAuth credential is stored once, encrypted, by your own Jentic One instance and injected at execution time. It never enters the agent's prompt, logs, or context.

Intent-based discovery

Agents search Jentic by intent such as 'submit a Google Batch job' or 'cancel a running job', and Jentic returns the matching Batch operation with its input schema so the agent calls the right endpoint without reading the discovery document.

Time to first call

FAQs

Specific to using Batch API through Jentic.

What authentication does the Batch API use?

The API uses Google OAuth 2.0 with cloud-platform scope. Service accounts must hold the roles/batch.* IAM role and have permission to act as the runner service account used by the job's VMs. Through Jentic the credential lives in the encrypted vault and the agent only sees a short-lived access token.

Can I cancel a Batch job that is no longer needed?

Yes. POST to /v1/{name}:cancel where name is the job resource path. Tasks already running are terminated and the job transitions to a cancelled state.

How do I submit a Batch job through Jentic?

Search Jentic for 'submit a Google Batch job'. Jentic returns POST /v1/{parent}/jobs with its full schema; build a job spec referencing your container image and task count, then execute. The credential is supplied from your Jentic One instance.

What are the rate limits for the Batch API?

Numeric limits are not declared in the spec; quotas are enforced per project on batch.googleapis.com along with the underlying Compute Engine quotas the job consumes. Check the project's quotas before scaling up tasks per job.

Where do Batch job results go?

The API does not store task outputs itself. Tasks typically write results to Cloud Storage, BigQuery, or another service of the user's choosing; the job spec defines the runnable that produces those outputs.

Can a running task report custom progress?

Yes. From inside a task, POST to /v1/{parent}/state:report with the task identifier and progress payload. This is useful when stages within a single task need observable progress.

Can I limit what my agent is allowed to do with the Google Cloud Batch API?

Yes. Because you run Jentic One yourself, your own rules decide which Batch operations and credentials the agent may use, and the API puts the project and job name in the URL path (/v1/{parent}/jobs, /v1/{name}), so a rule can pin the agent to a single project or job. You choose the operations it may call, so you can let it submit and list jobs while withholding destructive actions like canceling (/v1/{name}:cancel) or deleting (DELETE /v1/{name}) a job unless you explicitly add them. The Google Cloud OAuth credential is held by your own instance and injected only at execution, so the agent never controls scope beyond what you grant.

Google Batch API

Connect the Batch API to your agent

Capabilities

Start building with Batch API

Use Cases

Key Endpoints

Why Jentic?

Related APIs

FAQs