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databricks-synthetic-data-gen

Generate realistic synthetic data using Spark + Faker (strongly recommended).

Skill by databricksOfficial

IndexedNOASSERTION★ 369
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/databricks-databricks-synthetic-data-gen-7bb01d

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Generate realistic synthetic data using Spark + Faker (strongly recommended). Supports serverless execution, multiple output formats (Parquet/JSON/CSV/Delta), and scales from thousands to millions of rows. For small datasets (<10K rows), can optionally generate locally and upload to volumes. Use when user mentions 'synthetic data', 'test data', 'generate data', 'demo dataset', 'Faker', or 'sample data'.

Use cases: spreadsheets, testing, cloud, data

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What's inside

Skill name
databricks-synthetic-data-gen
Description
Generate realistic synthetic data using Spark + Faker (strongly recommended). Supports serverless execution, multiple output formats (Parquet/JSON/CSV/Delta), and scales from thousands to millions of rows. For small datasets (<10K rows), can optionally generate locally and upload to volumes. Use when user mentions 'synthetic data', 'test data', 'generate data', 'demo dataset', 'Faker', or 'sample data'.
License
NOASSERTION
Compatibility
Requires databricks CLI (>= v1.0.0)
Metadata
version: 0.1.0
Instructions
260 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Files (7)

  • SKILL.md
  • openai.yaml · agents/
  • databricks.png · assets/
  • databricks.svg · assets/
  • 1-data-patterns.md · references/
  • 2-troubleshooting.md · references/
  • generate_synthetic_data.py · scripts/

The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub

More from databricks/databricks-agent-skills

Signals

Stars
369
Forks
94
Open issues
34
Last commit (this folder)
Jul 3, 2026 (3 months ago)
Last release
Oct 23, 2026 (7 days ago)

From GitHub (fetched Oct 24, 2026).

Details

Version
0.1.0
License
NOASSERTION
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

Same skill elsewhere

Copies of this SKILL.md published by others; search shows only one of them.

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Cite this page

databricks-synthetic-data-gen skill. Agent Mart. https://agentmart.dev/skills/databricks-databricks-synthetic-data-gen-7bb01d (last updated 2026-10-24)