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// Copyright 2024 RisingWave Labs | ||
// | ||
// Licensed 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. | ||
|
||
use std::hash::{DefaultHasher, Hash, Hasher}; | ||
use std::sync::Arc; | ||
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use anyhow::anyhow; | ||
use arrow_array::RecordBatch; | ||
use futures_async_stream::try_stream; | ||
use futures_util::stream::StreamExt; | ||
use icelake::io::{FileScan, TableScan}; | ||
use icelake::TableIdentifier; | ||
use risingwave_common::catalog::Schema; | ||
use risingwave_connector::sink::iceberg::IcebergConfig; | ||
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use crate::error::BatchError; | ||
use crate::executor::{DataChunk, Executor}; | ||
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/// Create a iceberg scan executor. | ||
/// | ||
/// # Examples | ||
/// | ||
/// ``` | ||
/// use futures_async_stream::for_await; | ||
/// use risingwave_common::catalog::{Field, Schema}; | ||
/// use risingwave_common::types::DataType; | ||
/// use risingwave_connector::sink::iceberg::IcebergConfig; | ||
/// | ||
/// use crate::executor::iceberg_scan::{FileSelector, IcebergScanExecutor}; | ||
/// use crate::executor::Executor; | ||
/// | ||
/// #[tokio::test] | ||
/// async fn test_iceberg_scan() { | ||
/// let iceberg_scan_executor = IcebergScanExecutor { | ||
/// database_name: "demo_db".into(), | ||
/// table_name: "demo_table".into(), | ||
/// file_selector: FileSelector::select_all(), | ||
/// iceberg_config: IcebergConfig { | ||
/// database_name: "demo_db".into(), | ||
/// table_name: "demo_table".into(), | ||
/// catalog_type: Some("storage".into()), | ||
/// path: "s3a://hummock001/".into(), | ||
/// endpoint: Some("http://127.0.0.1:9301".into()), | ||
/// access_key: "hummockadmin".into(), | ||
/// secret_key: "hummockadmin".into(), | ||
/// region: Some("us-east-1".into()), | ||
/// ..Default::default() | ||
/// }, | ||
/// snapshot_id: None, | ||
/// batch_size: 1024, | ||
/// schema: Schema::new(vec![ | ||
/// Field::with_name(DataType::Int64, "seq_id"), | ||
/// Field::with_name(DataType::Int64, "user_id"), | ||
/// Field::with_name(DataType::Varchar, "user_name"), | ||
/// ]), | ||
/// identity: "iceberg_scan".into(), | ||
/// }; | ||
/// | ||
/// let stream = Box::new(iceberg_scan_executor).execute(); | ||
/// #[for_await] | ||
/// for chunk in stream { | ||
/// let chunk = chunk.unwrap(); | ||
/// println!("{:?}", chunk); | ||
/// } | ||
/// } | ||
/// ``` | ||
pub struct IcebergScanExecutor { | ||
database_name: String, | ||
table_name: String, | ||
iceberg_config: IcebergConfig, | ||
snapshot_id: Option<i64>, | ||
file_selector: FileSelector, | ||
batch_size: usize, | ||
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schema: Schema, | ||
identity: String, | ||
} | ||
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impl Executor for IcebergScanExecutor { | ||
fn schema(&self) -> &risingwave_common::catalog::Schema { | ||
&self.schema | ||
} | ||
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fn identity(&self) -> &str { | ||
&self.identity | ||
} | ||
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fn execute(self: Box<Self>) -> super::BoxedDataChunkStream { | ||
self.do_execute().boxed() | ||
} | ||
} | ||
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impl IcebergScanExecutor { | ||
#[try_stream(ok = DataChunk, error = BatchError)] | ||
async fn do_execute(self: Box<Self>) { | ||
let catalog = self.iceberg_config.create_catalog().await?; | ||
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let table_ident = TableIdentifier::new(vec![self.database_name, self.table_name]).unwrap(); | ||
let table = catalog | ||
.load_table(&table_ident) | ||
.await | ||
.map_err(BatchError::Iceberg)?; | ||
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let table_scan: TableScan = table | ||
.new_scan_builder() | ||
.with_snapshot_id( | ||
self.snapshot_id | ||
.unwrap_or_else(|| table.current_table_metadata().current_snapshot_id.unwrap()), | ||
) | ||
.with_batch_size(self.batch_size) | ||
.with_column_names(self.schema.names()) | ||
.build() | ||
.map_err(|e| BatchError::Internal(anyhow!(e)))?; | ||
let file_scan_stream: icelake::io::FileScanStream = | ||
table_scan.scan(&table).await.map_err(BatchError::Iceberg)?; | ||
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#[for_await] | ||
for file_scan in file_scan_stream { | ||
let file_scan: FileScan = file_scan.map_err(BatchError::Iceberg)?; | ||
if !self.file_selector.select(file_scan.path()) { | ||
continue; | ||
} | ||
let record_batch_stream = file_scan.scan().await.map_err(BatchError::Iceberg)?; | ||
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#[for_await] | ||
for record_batch in record_batch_stream { | ||
let record_batch: RecordBatch = record_batch.map_err(BatchError::Iceberg)?; | ||
let chunk = Self::record_batch_to_chunk(record_batch)?; | ||
debug_assert_eq!(chunk.data_types(), self.schema.data_types()); | ||
yield chunk; | ||
} | ||
} | ||
} | ||
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fn record_batch_to_chunk(record_batch: RecordBatch) -> Result<DataChunk, BatchError> { | ||
let mut columns = Vec::with_capacity(record_batch.num_columns()); | ||
for array in record_batch.columns() { | ||
let column = Arc::new(array.try_into()?); | ||
columns.push(column); | ||
} | ||
Ok(DataChunk::new(columns, record_batch.num_rows())) | ||
} | ||
} | ||
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pub enum FileSelector { | ||
// File paths to be scanned by this executor are specified. | ||
FileList(Vec<String>), | ||
// Data files to be scanned by this executor could be calculated by Hash(file_path) % num_tasks == task_id. | ||
// task_id, num_tasks | ||
Hash(usize, usize), | ||
} | ||
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impl FileSelector { | ||
fn select_all() -> Self { | ||
FileSelector::Hash(0, 1) | ||
} | ||
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fn select(&self, path: &str) -> bool { | ||
match self { | ||
FileSelector::FileList(paths) => paths.contains(&path.to_string()), | ||
FileSelector::Hash(task_id, num_tasks) => { | ||
let hash = Self::hash_str_to_usize(path); | ||
hash % num_tasks == *task_id | ||
} | ||
} | ||
} | ||
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fn hash_str_to_usize(s: &str) -> usize { | ||
let mut hasher = DefaultHasher::new(); | ||
s.hash(&mut hasher); | ||
hasher.finish() as usize | ||
} | ||
} |
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