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Add practical examples and documentation for PyIceberg#3292

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Add practical examples and documentation for PyIceberg#3292
nellaivijay wants to merge 5 commits intoapache:mainfrom
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This commit adds comprehensive practical examples and documentation to help users get started with PyIceberg:

New Example Notebooks:

  • duckdb_integration_example.ipynb: DuckDB integration for high-performance analytics
  • csv_migration_example.ipynb: CSV to Iceberg migration strategies
  • time_travel_example.ipynb: Time travel queries and snapshot management

New Documentation:

  • practical-examples.md: Guide for running and using practical examples
  • migration-guide.md: Comprehensive guide for migrating from various formats to Iceberg
  • troubleshooting.md: Common issues and solutions for PyIceberg users

Updated Documentation:

  • SUMMARY.md: Added new documentation files to the table of contents

These additions provide real-world examples and guidance for common PyIceberg use cases, making it easier for users to adopt and use PyIceberg effectively.

Rationale for this change

Are these changes tested?

Are there any user-facing changes?

nellaivijay and others added 5 commits April 27, 2026 14:24
This commit adds comprehensive practical examples and documentation to help users get started with PyIceberg:

New Example Notebooks:
- duckdb_integration_example.ipynb: DuckDB integration for high-performance analytics
- csv_migration_example.ipynb: CSV to Iceberg migration strategies
- time_travel_example.ipynb: Time travel queries and snapshot management

New Documentation:
- practical-examples.md: Guide for running and using practical examples
- migration-guide.md: Comprehensive guide for migrating from various formats to Iceberg
- troubleshooting.md: Common issues and solutions for PyIceberg users

Updated Documentation:
- SUMMARY.md: Added new documentation files to the table of contents

These additions provide real-world examples and guidance for common PyIceberg use cases, making it easier for users to adopt and use PyIceberg effectively.
This commit adds comprehensive practical examples and documentation to help users get started with PyIceberg:

New Example Notebooks:
- csv_migration_example.ipynb: CSV to Iceberg migration strategies
- time_travel_example.ipynb: Time travel queries and snapshot management

New Documentation:
- practical-examples.md: Guide for running and using practical examples
- migration-guide.md: Comprehensive guide for migrating from various formats to Iceberg
- troubleshooting.md: Common issues and solutions for PyIceberg users

Updated Documentation:
- SUMMARY.md: Added new documentation files to the table of contents

These additions provide real-world examples and guidance for common PyIceberg use cases, making it easier for users to adopt and use PyIceberg effectively.
- Fixed duplicate heading in migration-guide.md (Validation -> Post-Migration Validation)
- Removed specific notebook references from documentation to avoid link issues
- Fixed Jupyter notebook schema validation by adding missing outputs field
- Fixed import organization in notebooks by moving all imports to top cell
- Removed duplicate imports from cleanup cells
- Fixed end-of-file formatting issues

All linting checks now pass.

Generated with [Devin](https://cli.devin.ai/docs)

Co-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>
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