developing-with-bigquery

This skill provides comprehensive guidance for BigQuery services, optimizations, and data handling. It acts as a routing table for specialized BigQuery topics.

[!IMPORTANT] For general standards on running BigQuery in notebooks (SQL cells, export keyword), see @skill:notebook-guidance.

[!IMPORTANT] You MUST check the data size before deciding on which libraries to use. Use the data size to justify your decision.

Refer to the following resources for expert guidance on specific BigQuery features:

1. Query Optimization

Performance and efficiency guidelines for BigQuery SQL. Includes rules for column pruning, pushdown, and materialization strategies. - Guide: OPTIMIZATION.md

2. BigFrames (BigQuery DataFrames)