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pub mod config; | ||
pub mod file_opener; | ||
pub mod scanner; | ||
pub mod table_factory; | ||
pub mod table_provider; |
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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 std::sync::Arc; | ||
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use async_trait::async_trait; | ||
use datafusion::{ | ||
datasource::{listing::ListingTableUrl, provider::TableProviderFactory, TableProvider}, | ||
error::DataFusionError, | ||
execution::context::SessionState, | ||
logical_expr::CreateExternalTable, | ||
}; | ||
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use super::table_provider::{ListingZarrTableConfig, ListingZarrTableOptions, ZarrTableProvider}; | ||
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struct ZarrListingTableFactory {} | ||
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#[async_trait] | ||
impl TableProviderFactory for ZarrListingTableFactory { | ||
async fn create( | ||
&self, | ||
state: &SessionState, | ||
cmd: &CreateExternalTable, | ||
) -> datafusion::common::Result<Arc<dyn TableProvider>> { | ||
if cmd.file_type != "ZARR" { | ||
return Err(datafusion::error::DataFusionError::Execution( | ||
"Invalid file type".to_string(), | ||
)); | ||
} | ||
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let table_path = ListingTableUrl::parse(&cmd.location)?; | ||
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let options = ListingZarrTableOptions {}; | ||
let schema = options | ||
.infer_schema(state, &table_path) | ||
.await | ||
.map_err(|e| DataFusionError::Execution(format!("infer error: {:?}", e)))?; | ||
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let table_provider = | ||
ZarrTableProvider::new(ListingZarrTableConfig::new(table_path), schema); | ||
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Ok(Arc::new(table_provider)) | ||
} | ||
} | ||
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#[cfg(test)] | ||
mod tests { | ||
use std::sync::Arc; | ||
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use datafusion::execution::{ | ||
config::SessionConfig, | ||
context::{SessionContext, SessionState}, | ||
runtime_env::RuntimeEnv, | ||
}; | ||
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use crate::tests::get_test_v2_data_path; | ||
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#[tokio::test] | ||
async fn test_create() -> Result<(), Box<dyn std::error::Error>> { | ||
let mut state = SessionState::new_with_config_rt( | ||
SessionConfig::default(), | ||
Arc::new(RuntimeEnv::default()), | ||
); | ||
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state | ||
.table_factories_mut() | ||
.insert("ZARR".into(), Arc::new(super::ZarrListingTableFactory {})); | ||
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let test_data = get_test_v2_data_path("lat_lon_example.zarr".to_string()); | ||
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let sql = format!( | ||
"CREATE EXTERNAL TABLE zarr_table STORED AS ZARR LOCATION '{}'", | ||
test_data.display(), | ||
); | ||
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let session = SessionContext::new_with_state(state); | ||
session.sql(&sql).await?; | ||
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let sql = "SELECT lat, lon FROM zarr_table LIMIT 10"; | ||
let df = session.sql(sql).await?; | ||
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let batches = df.collect().await?; | ||
assert_eq!(batches.len(), 1); | ||
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let batch = &batches[0]; | ||
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assert_eq!(batch.num_columns(), 2); | ||
assert_eq!(batch.num_rows(), 10); | ||
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Ok(()) | ||
} | ||
} |
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@@ -0,0 +1,136 @@ | ||
// 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 std::sync::Arc; | ||
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use arrow_schema::{Schema, SchemaRef}; | ||
use async_trait::async_trait; | ||
use datafusion::{ | ||
common::Statistics, | ||
datasource::{ | ||
listing::{ListingTableUrl, PartitionedFile}, | ||
physical_plan::FileScanConfig, | ||
TableProvider, TableType, | ||
}, | ||
execution::context::SessionState, | ||
logical_expr::{Expr, TableProviderFilterPushDown}, | ||
physical_plan::ExecutionPlan, | ||
}; | ||
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use crate::{ | ||
async_reader::{ZarrPath, ZarrReadAsync}, | ||
reader::ZarrResult, | ||
}; | ||
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use super::scanner::ZarrScan; | ||
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pub struct ListingZarrTableOptions {} | ||
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impl ListingZarrTableOptions { | ||
pub async fn infer_schema( | ||
&self, | ||
state: &SessionState, | ||
table_path: &ListingTableUrl, | ||
) -> ZarrResult<Schema> { | ||
let store = state.runtime_env().object_store(table_path)?; | ||
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let zarr_path = ZarrPath::new(store, table_path.prefix().clone()); | ||
let schema = zarr_path.get_zarr_metadata().await?.arrow_schema()?; | ||
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Ok(schema) | ||
} | ||
} | ||
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pub struct ListingZarrTableConfig { | ||
/// The inner listing table configuration | ||
table_path: ListingTableUrl, | ||
} | ||
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impl ListingZarrTableConfig { | ||
/// Create a new ListingZarrTableConfig | ||
pub fn new(table_path: ListingTableUrl) -> Self { | ||
Self { table_path } | ||
} | ||
} | ||
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pub struct ZarrTableProvider { | ||
table_schema: Schema, | ||
config: ListingZarrTableConfig, | ||
} | ||
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impl ZarrTableProvider { | ||
pub fn new(config: ListingZarrTableConfig, table_schema: Schema) -> Self { | ||
Self { | ||
table_schema, | ||
config, | ||
} | ||
} | ||
} | ||
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#[async_trait] | ||
impl TableProvider for ZarrTableProvider { | ||
fn as_any(&self) -> &dyn std::any::Any { | ||
self | ||
} | ||
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fn schema(&self) -> SchemaRef { | ||
Arc::new(self.table_schema.clone()) | ||
} | ||
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fn table_type(&self) -> TableType { | ||
TableType::Base | ||
} | ||
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fn supports_filters_pushdown( | ||
&self, | ||
filters: &[&Expr], | ||
) -> datafusion::error::Result<Vec<TableProviderFilterPushDown>> { | ||
// TODO: which filters can we push down? | ||
Ok(filters | ||
.iter() | ||
.map(|_| TableProviderFilterPushDown::Unsupported) | ||
.collect()) | ||
} | ||
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async fn scan( | ||
&self, | ||
_state: &SessionState, | ||
projection: Option<&Vec<usize>>, | ||
_filters: &[Expr], | ||
limit: Option<usize>, | ||
) -> datafusion::error::Result<Arc<dyn ExecutionPlan>> { | ||
let object_store_url = self.config.table_path.object_store(); | ||
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let pf = PartitionedFile::new(self.config.table_path.prefix().clone(), 0); | ||
let file_groups = vec![vec![pf]]; | ||
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let file_scan_config = FileScanConfig { | ||
object_store_url, | ||
file_schema: Arc::new(self.table_schema.clone()), // TODO differentiate between file and table schema | ||
file_groups, | ||
statistics: Statistics::new_unknown(&self.table_schema), | ||
projection: projection.cloned(), | ||
limit, | ||
table_partition_cols: vec![], | ||
output_ordering: vec![], | ||
}; | ||
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let scanner = ZarrScan::new(file_scan_config); | ||
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Ok(Arc::new(scanner)) | ||
} | ||
} |