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* Start setting up new StreamTable config * Cleanup * Cleanup * Fix some tests * Cleanup * Start adding example * Feedback
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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::assert_batches_eq; | ||
use datafusion_common::instant::Instant; | ||
use std::fs::{File, OpenOptions}; | ||
use std::io::Write; | ||
use std::path::PathBuf; | ||
use std::sync::atomic::{AtomicBool, Ordering}; | ||
use std::sync::Arc; | ||
use std::thread; | ||
use std::time::Duration; | ||
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use arrow::datatypes::{DataType, Field, Schema}; | ||
use arrow_schema::SchemaRef; | ||
use futures::StreamExt; | ||
use nix::sys::stat; | ||
use nix::unistd; | ||
use tempfile::TempDir; | ||
use tokio::task::JoinSet; | ||
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use datafusion::datasource::stream::{FileStreamProvider, StreamConfig, StreamTable}; | ||
use datafusion::datasource::TableProvider; | ||
use datafusion::prelude::{SessionConfig, SessionContext}; | ||
use datafusion_common::{exec_err, Result}; | ||
use datafusion_expr::Expr; | ||
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// Number of lines written to FIFO | ||
const TEST_BATCH_SIZE: usize = 5; | ||
const TEST_DATA_SIZE: usize = 5; | ||
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/// Makes a TableProvider for a fifo file using `StreamTable` with the `StreamProvider` trait | ||
fn fifo_table( | ||
schema: SchemaRef, | ||
path: impl Into<PathBuf>, | ||
sort: Vec<Vec<Expr>>, | ||
) -> Arc<dyn TableProvider> { | ||
let source = FileStreamProvider::new_file(schema, path.into()) | ||
.with_batch_size(TEST_BATCH_SIZE) | ||
.with_header(true); | ||
let config = StreamConfig::new(Arc::new(source)).with_order(sort); | ||
Arc::new(StreamTable::new(Arc::new(config))) | ||
} | ||
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fn create_fifo_file(tmp_dir: &TempDir, file_name: &str) -> Result<PathBuf> { | ||
let file_path = tmp_dir.path().join(file_name); | ||
// Simulate an infinite environment via a FIFO file | ||
if let Err(e) = unistd::mkfifo(&file_path, stat::Mode::S_IRWXU) { | ||
exec_err!("{}", e) | ||
} else { | ||
Ok(file_path) | ||
} | ||
} | ||
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fn write_to_fifo( | ||
mut file: &File, | ||
line: &str, | ||
ref_time: Instant, | ||
broken_pipe_timeout: Duration, | ||
) -> Result<()> { | ||
// We need to handle broken pipe error until the reader is ready. This | ||
// is why we use a timeout to limit the wait duration for the reader. | ||
// If the error is different than broken pipe, we fail immediately. | ||
while let Err(e) = file.write_all(line.as_bytes()) { | ||
if e.raw_os_error().unwrap() == 32 { | ||
let interval = Instant::now().duration_since(ref_time); | ||
if interval < broken_pipe_timeout { | ||
thread::sleep(Duration::from_millis(100)); | ||
continue; | ||
} | ||
} | ||
return exec_err!("{}", e); | ||
} | ||
Ok(()) | ||
} | ||
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fn create_writing_thread( | ||
file_path: PathBuf, | ||
maybe_header: Option<String>, | ||
lines: Vec<String>, | ||
waiting_lock: Arc<AtomicBool>, | ||
wait_until: usize, | ||
tasks: &mut JoinSet<()>, | ||
) { | ||
// Timeout for a long period of BrokenPipe error | ||
let broken_pipe_timeout = Duration::from_secs(10); | ||
let sa = file_path.clone(); | ||
// Spawn a new thread to write to the FIFO file | ||
#[allow(clippy::disallowed_methods)] // spawn allowed only in tests | ||
tasks.spawn_blocking(move || { | ||
let file = OpenOptions::new().write(true).open(sa).unwrap(); | ||
// Reference time to use when deciding to fail the test | ||
let execution_start = Instant::now(); | ||
if let Some(header) = maybe_header { | ||
write_to_fifo(&file, &header, execution_start, broken_pipe_timeout).unwrap(); | ||
} | ||
for (cnt, line) in lines.iter().enumerate() { | ||
while waiting_lock.load(Ordering::SeqCst) && cnt > wait_until { | ||
thread::sleep(Duration::from_millis(50)); | ||
} | ||
write_to_fifo(&file, line, execution_start, broken_pipe_timeout).unwrap(); | ||
} | ||
drop(file); | ||
}); | ||
} | ||
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/// This example demonstrates a scanning against an Arrow data source (JSON) and | ||
/// fetching results | ||
#[tokio::main] | ||
async fn main() -> Result<()> { | ||
// Create session context | ||
let config = SessionConfig::new() | ||
.with_batch_size(TEST_BATCH_SIZE) | ||
.with_collect_statistics(false) | ||
.with_target_partitions(1); | ||
let ctx = SessionContext::new_with_config(config); | ||
let tmp_dir = TempDir::new()?; | ||
let fifo_path = create_fifo_file(&tmp_dir, "fifo_unbounded.csv")?; | ||
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let mut tasks: JoinSet<()> = JoinSet::new(); | ||
let waiting = Arc::new(AtomicBool::new(true)); | ||
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let data_iter = 0..TEST_DATA_SIZE; | ||
let lines = data_iter | ||
.map(|i| format!("{},{}\n", i, i + 1)) | ||
.collect::<Vec<_>>(); | ||
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create_writing_thread( | ||
fifo_path.clone(), | ||
Some("a1,a2\n".to_owned()), | ||
lines.clone(), | ||
waiting.clone(), | ||
TEST_DATA_SIZE, | ||
&mut tasks, | ||
); | ||
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// Create schema | ||
let schema = Arc::new(Schema::new(vec![ | ||
Field::new("a1", DataType::UInt32, false), | ||
Field::new("a2", DataType::UInt32, false), | ||
])); | ||
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// Specify the ordering: | ||
let order = vec![vec![datafusion_expr::col("a1").sort(true, false)]]; | ||
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let provider = fifo_table(schema.clone(), fifo_path, order.clone()); | ||
ctx.register_table("fifo", provider)?; | ||
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let df = ctx.sql("SELECT * FROM fifo").await.unwrap(); | ||
let mut stream = df.execute_stream().await.unwrap(); | ||
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let mut batches = Vec::new(); | ||
if let Some(Ok(batch)) = stream.next().await { | ||
batches.push(batch) | ||
} | ||
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let expected = vec![ | ||
"+----+----+", | ||
"| a1 | a2 |", | ||
"+----+----+", | ||
"| 0 | 1 |", | ||
"| 1 | 2 |", | ||
"| 2 | 3 |", | ||
"| 3 | 4 |", | ||
"| 4 | 5 |", | ||
"+----+----+", | ||
]; | ||
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assert_batches_eq!(&expected, &batches); | ||
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Ok(()) | ||
} |
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