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Dataproc Skills

ClineOfficialPublished by Cline

  • Skill
  • Tool integration
  • Cloud and DevOps
  • Apache-2.0
  • Low risk
  • Has scripts
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From the author

Skills to interact with your Dataproc clusters and jobs.
— the description by Cline

AutoGineer summary

Written by AutoGineer from the skill’s own files, not by the author

The dataproc-skills package provides a set of Node.js scripts designed to facilitate the management and monitoring of Google Cloud Dataproc resources. It allows users to programmatically retrieve details about specific clusters and jobs, as well as list and filter them based on various criteria such as status, labels, or names. The tools are designed to work with environment variables for configuration, streamlining the integration of Dataproc operations into automated workflows.

What it does

  • Retrieves detailed information for a specific Dataproc cluster.
  • Fetches metadata and status for a specific Dataproc job.
  • Lists Dataproc clusters with support for filtering by state, name, or labels.
  • Lists Dataproc jobs with support for filtering and state matching.
  • Supports pagination for listing operations to handle large resource sets.

When to use it

  • When you need to monitor the health or status of your Dataproc clusters.
  • When you need to audit or track the progress of specific data processing jobs.
  • When building automated pipelines that require querying cloud infrastructure state.
  • When you need to filter large lists of clusters or jobs based on specific labels or states.

Advantages

  • Simplifies interaction with Dataproc via standardized Node.js scripts.
  • Supports complex filtering to quickly isolate relevant resources.
  • Reduces manual overhead by automating resource lookup and status checks.
  • Easily integrates into existing Node.js-based automation environments.

Usage examples

“Get details for the cluster named my-data-cluster.”
The agent executes the get_cluster script with the clusterName parameter, returning the configuration and status of the specified cluster.
“List all running Dataproc jobs.”
The agent executes the list_jobs script with a filter for status.state = RUNNING, providing a list of currently active jobs.

Install

  1. Download the skill as a ZIP:

    https://mp-staging.autogineer.com/agent-skills/cline/dataproc-skills/download

  2. Unzip it into the cross-client skills folder of your project:

    mkdir -p .agents/skills && unzip dataproc-skills.zip -d .agents/skills

Documentation by Cline

Usage

All scripts can be executed using Node.js. Replace <param_name> and <param_value> with actual values.

Bash: node <skill_dir>/scripts/<script_name>.js '{"<param_name>": "<param_value>"}'

PowerShell: node <skill_dir>/scripts/<script_name>.js '{\"<param_name>\": \"<param_value>\"}'

Note: The scripts automatically load the environment variables from various .env files. Do not ask the user to set vars unless skill executions fails due to env var absence.

Scripts

get_cluster

Gets a Dataproc cluster

Parameters
NameTypeDescriptionRequiredDefault
clusterNamestringThe short name of the cluster, e.g. for "projects/my-project/regions/us-central1/clusters/my-cluster", pass "my-cluster" (the project and region are inherited from the source)No
get_job

Gets a Dataproc job

Parameters
NameTypeDescriptionRequiredDefault
jobIdstringThe job ID, e.g. for "projects/my-project/regions/us-central1/jobs/my-job", pass "my-job" (the project and region are inherited from the source)No
list_clusters

Lists and filters Dataproc clusters

Parameters
NameTypeDescriptionRequiredDefault
filterstringA filter constraining the clusters to list. Filters are case-sensitive and have the following syntax: field = value [AND [field = value]] ... where field is one of status.state, clusterName, or labels.[KEY], and [KEY] is a label key. value can be * to match all values. status.state can be one of the following: ACTIVE, INACTIVE, CREATING, RUNNING, ERROR, DELETING, UPDATING, STOPPING, or STOPPED. ACTIVE contains the CREATING, UPDATING, and RUNNING states. INACTIVE contains the DELETING, ERROR, STOPPING, and STOPPED states. clusterName is the name of the cluster provided at creation time. Only the logical AND operator is supported; space-separated items are treated as having an implicit AND operator.No
pageSizeintegerThe maximum number of clusters to return in a single page (default 20)No20
pageTokenstringA page token, received from a previous ListClusters callNo
list_jobs

Lists and filters Dataproc jobs

Parameters
NameTypeDescriptionRequiredDefault
filterstringA filter constraining the jobs to list. Filters are case-sensitive and have the following syntax: field = value [AND [field = value]] ... where field is clusterName, status.state, or labels.[KEY], and [KEY] is a label key. value can be * to match all values. status.state can be one of the following: PENDING, RUNNING, CANCEL_PENDING, JOB_STATE_CANCELLED, DONE, ERROR, or ATTEMPT_FAILURE. Only the logical AND operator is supported; space-separated items are treated as having an implicit AND operator. Filtering by clusterName is recommended to improve query performance.No
jobStateMatcherstringSpecifies if the job state matcher should match ALL jobs, only ACTIVE jobs, or only NON_ACTIVE jobs. Defaults to ALL. Supported values: ALL, ACTIVE, NON_ACTIVE.No
pageSizeintegerThe maximum number of jobs to return in a single page (default 20)No20
pageTokenstringA page token, received from a previous ListJobs callNo

Files

Requirements and compatibility

Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta

“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.

Needs: Needs Node.js

Security

What our scanner noticed· Low risk

  • Scripts that your agent may run

This skill includes scripts that your agent may run. Read them before you use it.

A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.

Attribution and licence

Published by
Cline
Publisher
Cline (Official)
Source
cline/skills · skills/dataproc-skills · commit 2637846
Licence
Apache License 2.0 (redistribution allowed)
  • LICENSE (added by AutoGineer from LICENSE)
  • ATTRIBUTION.md (written by AutoGineer)
Synced

AutoGineer is not affiliated with or endorsed by Cline.

Download ZIP

The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download dataproc-skills.zip