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# Datafusion-Bigtable | ||
Bigtable data source for [Apache Arrow Datafusion](https://github.com/apache/arrow-datafusion) | ||
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## Run SQL on Bigtable | ||
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This crate implements Bigtable data source and Executor for Datafusion. It is built on top of gRPC client [tonic](https://github.com/hyperium/tonic). | ||
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## Quick Start | ||
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``` | ||
let bigtable_datasource = BigtableDataSource::new( | ||
"emulator".to_owned(), // project | ||
"dev".to_owned(), // instance | ||
"weather_balloons".to_owned(), // table | ||
"measurements".to_owned(), // column family | ||
vec!["_row_key".to_owned()], // table_partition_cols | ||
vec![Field::new("pressure", DataType::Utf8, false)], // qualifiers | ||
true, // only_read_latest | ||
).await.unwrap(); | ||
let mut ctx = ExecutionContext::new(); | ||
ctx.register_table("weather_balloons", Arc::new(bigtable_datasource)).unwrap(); | ||
ctx.sql("SELECT \"_row_key\", pressure, \"_timestamp\" FROM weather_balloons where \"_row_key\" = 'us-west2#3698#2021-03-05-1200'").await?.collect().await?; | ||
``` | ||
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## Roadmap | ||
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### SQL | ||
- ✅ select by `"_row_key" =` | ||
- [ ] select by `"_row_key" IN` | ||
- [ ] select by `"_row_key" BETWEEN` | ||
- [ ] select by composite row keys (via `table_partition_cols` and `table_partition_separator`) | ||
- [ ] Projection pushdown | ||
- [ ] Predicate push down ([Value range](https://cloud.google.com/bigtable/docs/using-filters#value-range)) | ||
- [ ] Limit Pushdown | ||
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### General | ||
- [ ] Multi Thread or Partition aware execution | ||
- [ ] Production ready Bigtable SDK in Rust | ||
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Note: datafusion-bigtable provides the physical Executor for Datafusion. Any aggregation, group by, join are implemented and handled by Datafusion. |