# Google Cloud Dataproc

**Canonical:** https://apis.io/providers/google-cloud-dataproc/  
**Website:** https://cloud.google.com/dataproc  
**APIs profiled:** 3

Google Cloud Dataproc is a fully managed and highly scalable service for running Apache Spark, Apache Hadoop, Apache Flink, Presto, and other open-source data processing frameworks. It enables batch processing, querying, streaming, and machine learning use cases with cluster management that takes seconds instead of minutes, along with per-second billing and autoscaling capabilities.

## Kin Score — 48.6 / 100 (developing)

Scored 2026-08-20 under rubric 0.12.0. Trend: flat (+0.0 from 48.6).

| Facet | Score |
|---|---|
| Discoverability | 74.1 |
| Contract Quality | 66.4 |
| Governance | 9.8 |
| Contract Governance | 9.8 |
| Operational Transparency | 26.3 |
| Developer Ergonomics | 52.4 |
| Commercial Clarity | 47.4 |
| Access Clarity | 47.4 |

## Agent readiness — 31.1 (agent-aware)

| Dimension | Value |
|---|---|
| Spec Presence | yes |
| Agentic Access | derived |
| Reversibility Documented | documented |
| MCP Server | no |
| Auth Clarity | yes |
| Idempotency | no |
| Error Semantics | no |
| OpenAPI Examples | no |
| Rate Limit Signal | documented |
| Event Surface Described | no |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |

## Access

Freemium · Self-serve signup — onboarding: self-serve, pricing: freemium, trial: no (confidence: high).

## APIs (3)

- **Google Cloud Dataproc Clusters API** — Operations on Dataproc clusters
- **Google Cloud Dataproc Jobs API** — Operations on Dataproc jobs
- **Google Cloud Dataproc WorkflowTemplates API** — Operations on workflow templates

## Agentic access (1)

- **Google Cloud Dataproc Agentic Access** — 12 operations · 7 acting

## Security (3)

- **Google Cloud Dataproc Authentication** — oauth2 · 1 scheme
- **Google Cloud Dataproc Domain Security** — TLSv1.3 · HSTS · DMARC
- **Google Cloud Dataproc Vulnerability Disclosure** — security.txt · contact published

## Plans (1)

- **Google Cloud Dataproc Plans Pricing**

## Tags

Big Data, Data Processing, Google Cloud, Hadoop, Spark

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/google-cloud-dataproc/). Scores are computed from the provider's own public artifacts under a published rubric.