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adhoc-exploration-notebooks

Official

Explore data interactively, locally and on Databricks.

Data & Analytics#data quality#data exploration#jupyter#notebooks#databricks#schema exploration
Authordatabricks-solutions
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill streamlines data exploration by enabling the creation of interactive notebooks that function seamlessly in both the Databricks workspace and local Jupyter environments, overcoming compatibility issues with magic commands and Databricks Connect.

Core Features & Use Cases

  • Dual-Format Notebooks: Generates both .py (Databricks) and .ipynb (Jupyter) versions of exploration notebooks.
  • Environment Compatibility: Handles differences in magic commands and Spark session initialization for cross-environment use.
  • Helper Functions: Includes utilities for table discovery, data quality checks, and schema exploration.
  • Use Case: When onboarding a new data source, quickly generate and run exploration notebooks to understand table schemas, identify data quality issues, and validate data lineage across Bronze, Silver, and Gold layers, whether you're working in the Databricks UI or your local IDE.

Quick Start

Create dual-format exploration notebooks for your Databricks workspace and local Jupyter environment.

Dependency Matrix

Required Modules

None required

Components

referencesassets

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: adhoc-exploration-notebooks
Download link: https://github.com/databricks-solutions/vibe-coding-workshop-template/archive/main.zip#adhoc-exploration-notebooks

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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