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How-To Guides

Practical guides for tackling common tasks & specific problems.

These how-to guides are focused on getting things done. Each guide addresses a specific use case or problem you might encounter when working with Flycatcher.

📋 Available Guides

Validation

🔜 Coming Soon

Data Operations

  • Bulk Database Writes - Efficiently insert/update large DataFrames
  • Schema Migrations - Evolve your schemas over time
  • Handling Nested Data - Work with complex data structures

Integration

  • FastAPI Integration - Use Flycatcher schemas in FastAPI applications
  • Data Pipeline Patterns - Common ETL patterns with Flycatcher
  • Testing Schemas - Best practices for testing your schemas

Performance

  • Optimizing Validation - Speed up validation for large datasets
  • Chunked Processing - Handle DataFrames too large for memory

📚 Other Documentation

  • Tutorials - Step-by-step learning paths for beginners
  • Examples - Practical end-to-end examples of using Flycatche0
  • API Reference - Complete API documentation

💡 Can't Find What You Need?

If you have a specific use case that isn't covered:

  1. Search the API Reference for relevant functions
  2. Ask in GitHub Discussions
  3. Open an issue requesting a new guide