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Generic FlightTableFactory with a default FlightSqlDriver
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[package] | ||
name = "datafusion-table-provider-flight" | ||
version = "0.1.0" | ||
edition = "2021" | ||
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[dependencies] | ||
arrow-array = "52.2.0" | ||
arrow-flight = { version = "52.2.0", features = ["flight-sql-experimental", "tls"] } | ||
arrow-schema = { version = "52.2.0", features = ["serde"] } | ||
async-trait = "0.1.81" | ||
base64 = "0.22.1" | ||
bytes = "1.7.1" | ||
datafusion = "41.0.0" | ||
datafusion-expr = "41.0.0" | ||
datafusion-physical-expr = "41.0.0" | ||
datafusion-physical-plan = "41.0.0" | ||
datafusion-proto = "41.0.0" | ||
futures = "0.3.30" | ||
prost = "0.12" # pinned for arrow-flight compat | ||
serde = { version = "1.0.208", features = ["derive"] } | ||
serde_json = "1.0.125" | ||
tokio = { version = "1.36", features = [ | ||
"macros", | ||
"rt", | ||
"sync", | ||
"rt-multi-thread", | ||
"parking_lot", | ||
"fs", | ||
] } | ||
tonic = "0.11" # pinned for arrow-flight compat | ||
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[dev-dependencies] | ||
tokio-stream = { version = "0.1.15", features = ["net"] } | ||
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[[example]] | ||
name = "flight-sql" | ||
path = "examples/flight-sql.rs" |
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# datafusion-table-provider-flightsql | ||
FlightSQL TableProvider for DataFusion | ||
# DataFusion TableProviderFactory for Arrow Flight | ||
A generic `FlightTableFactory` that can integrate any Arrow Flight RPC service | ||
as a `TableProviderFactory`. Relies on a `FlightDriver` trait implementation to | ||
handle the `GetFlightInfo` call and all its prerequisites. | ||
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## Flight SQL | ||
This crate includes a `FlightSqlDriver` that has been tested with | ||
[Ballista](https://github.com/apache/datafusion-ballista), | ||
[Dremio](https://github.com/dremio/dremio-oss) and | ||
[ROAPI](https://github.com/roapi/roapi). |
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// Licensed to the Apache Software Foundation (ASF) under one | ||
// or more contributor license agreements. See the NOTICE file | ||
// distributed with this work for additional information | ||
// regarding copyright ownership. The ASF licenses this file | ||
// to you under the Apache License, Version 2.0 (the | ||
// "License"); you may not use this file except in compliance | ||
// with the License. You may obtain a copy of the License at | ||
// | ||
// http://www.apache.org/licenses/LICENSE-2.0 | ||
// | ||
// Unless required by applicable law or agreed to in writing, | ||
// software distributed under the License is distributed on an | ||
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
// KIND, either express or implied. See the License for the | ||
// specific language governing permissions and limitations | ||
// under the License. | ||
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use datafusion::prelude::SessionContext; | ||
use datafusion_table_provider_flight::sql::FlightSqlDriver; | ||
use datafusion_table_provider_flight::FlightTableFactory; | ||
use std::sync::Arc; | ||
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/// Prerequisites: | ||
/// ``` | ||
/// $ brew install roapi | ||
/// $ roapi -t taxi=https://d37ci6vzurychx.cloudfront.net/trip-data/yellow_tripdata_2024-01.parquet | ||
/// ``` | ||
#[tokio::main] | ||
async fn main() -> datafusion::common::Result<()> { | ||
let ctx = SessionContext::new(); | ||
ctx.state_ref().write().table_factories_mut().insert( | ||
"FLIGHT_SQL".into(), | ||
Arc::new(FlightTableFactory::new( | ||
Arc::new(FlightSqlDriver::default()), | ||
)), | ||
); | ||
let _ = ctx | ||
.sql(r#" | ||
CREATE EXTERNAL TABLE trip_data STORED AS FLIGHT_SQL | ||
LOCATION 'http://localhost:32010' | ||
OPTIONS ( | ||
'flight.sql.query' 'SELECT * FROM taxi' | ||
) | ||
"#) | ||
.await?; | ||
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let df = ctx | ||
.sql(r#" | ||
SELECT "VendorID", COUNT(*), SUM(passenger_count), SUM(total_amount) | ||
FROM trip_data | ||
GROUP BY "VendorID" | ||
ORDER BY COUNT(*) DESC | ||
"#) | ||
.await?; | ||
df.show().await | ||
} |
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// Licensed to the Apache Software Foundation (ASF) under one | ||
// or more contributor license agreements. See the NOTICE file | ||
// distributed with this work for additional information | ||
// regarding copyright ownership. The ASF licenses this file | ||
// to you under the Apache License, Version 2.0 (the | ||
// "License"); you may not use this file except in compliance | ||
// with the License. You may obtain a copy of the License at | ||
// | ||
// http://www.apache.org/licenses/LICENSE-2.0 | ||
// | ||
// Unless required by applicable law or agreed to in writing, | ||
// software distributed under the License is distributed on an | ||
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
// KIND, either express or implied. See the License for the | ||
// specific language governing permissions and limitations | ||
// under the License. | ||
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//! Flight plan codecs | ||
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use std::sync::Arc; | ||
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use datafusion::common::DataFusionError; | ||
use datafusion_expr::registry::FunctionRegistry; | ||
use datafusion_physical_plan::ExecutionPlan; | ||
use datafusion_proto::physical_plan::PhysicalExtensionCodec; | ||
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use crate::exec::{FlightConfig, FlightExec}; | ||
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/// Physical extension codec for FlightExec | ||
#[derive(Clone, Debug, Default)] | ||
pub struct FlightPhysicalCodec {} | ||
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impl PhysicalExtensionCodec for FlightPhysicalCodec { | ||
fn try_decode( | ||
&self, | ||
buf: &[u8], | ||
inputs: &[Arc<dyn ExecutionPlan>], | ||
_registry: &dyn FunctionRegistry, | ||
) -> datafusion::common::Result<Arc<dyn ExecutionPlan>> { | ||
if inputs.is_empty() { | ||
let config: FlightConfig = serde_json::from_slice(buf) | ||
.map_err(|e| DataFusionError::External(Box::new(e)))?; | ||
Ok(Arc::from(FlightExec::from(config))) | ||
} else { | ||
Err(DataFusionError::Internal( | ||
"FlightExec is not supposed to have any inputs".into(), | ||
)) | ||
} | ||
} | ||
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fn try_encode( | ||
&self, | ||
node: Arc<dyn ExecutionPlan>, | ||
buf: &mut Vec<u8>, | ||
) -> datafusion::common::Result<()> { | ||
if let Some(flight) = node.as_any().downcast_ref::<FlightExec>() { | ||
let mut bytes = serde_json::to_vec(flight.config()) | ||
.map_err(|e| DataFusionError::External(Box::new(e)))?; | ||
buf.append(&mut bytes); | ||
Ok(()) | ||
} else { | ||
Err(DataFusionError::Internal( | ||
"This codec only supports the FlightExec physical plan".into(), | ||
)) | ||
} | ||
} | ||
} |
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