# Page Not Found

The URL `manage-data/data-import/batch-ingestion/spark` does not exist.

You might be looking for one of these pages:
- [Spark](https://docs.pinot.apache.org/build-with-pinot/ingestion/batch-ingestion/spark.md)
- [Flink](https://docs.pinot.apache.org/build-with-pinot/ingestion/batch-ingestion/flink.md)
- [Batch Data Ingestion in Practice](https://docs.pinot.apache.org/tutorials/data-ingestion/batch-data-ingestion-in-practice.md)
- [Upload Pinot Segment Using CLI](https://docs.pinot.apache.org/build-with-pinot/ingestion/batch-ingestion/segment-upload.md)
- [Dimension Table](https://docs.pinot.apache.org/build-with-pinot/ingestion/batch-ingestion/dim-table.md)

## How to find the correct page

1. **Browse the full index**: [/sitemap.md](https://docs.pinot.apache.org/sitemap.md) - Complete documentation index
2. **View the full content**: [/llms-full.txt](https://docs.pinot.apache.org/llms-full.txt) - Full content export

## Tips for requesting documentation

- For markdown responses, append `.md` to URLs (e.g., `/build-with-pinot/ingestion/batch-ingestion/spark.md`)
- Use `Accept: text/markdown` header for content negotiation