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[ENH] wal3 is the write-ahead logging lightweight library
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rescrv committed Nov 16, 2024
1 parent f2d895b commit 6c0b42e
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Showing 16 changed files with 4,455 additions and 24 deletions.
334 changes: 310 additions & 24 deletions Cargo.lock

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1 change: 1 addition & 0 deletions Cargo.toml
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Expand Up @@ -13,6 +13,7 @@ members = [
"rust/storage",
"rust/types",
"rust/worker",
"rust/wal3",
]

[workspace.dependencies]
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25 changes: 25 additions & 0 deletions rust/wal3/Cargo.toml
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[package]
name = "wal3"
version = "0.1.0"
edition = "2021"

[dependencies]
arrrg = "0.5"
arrrg_derive = "0.5"
async-trait = "0.1"
biometrics = "0.9"
biometrics_prometheus = "0.4"
bytes = "1.7"
futures = "0.3.31"
futures-core = "0.3"
getopts = "0.2"
guacamole = "0.9"
object_store = { version = "0.11", features = ["aws"] }
serde = { version = "1.0", features = ["derive"] }
serde_json = "1.0"
setsum = "0.7"
sig_fig_histogram = "0.4"
sst = "0.13"
tokio = { version = "1.40", features = ["full"] }
utf8path = "0.6"
uuid = "1.10"
789 changes: 789 additions & 0 deletions rust/wal3/README.md

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201 changes: 201 additions & 0 deletions rust/wal3/examples/wal3-bench.rs
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use std::sync::{Arc, Mutex};
use std::time::{Duration, Instant, SystemTime};

use arrrg::CommandLine;
use biometrics::{Collector, Counter, Histogram, Moments};
use guacamole::combinators::*;
use guacamole::Guacamole;
//use object_store::aws::{AmazonS3, AmazonS3Builder, S3ConditionalPut};
use object_store::ObjectStore;
use utf8path::Path;
use uuid::uuid;

use wal3::{
Error, LatencyControlledObjectStore, LogWriter, LogWriterOptions, Message, RobustObjectStore,
SimulationOptions, StreamID,
};

///////////////////////////////////////////// constants ////////////////////////////////////////////

const STREAM: StreamID = StreamID(uuid!("6842eead-7f5a-4eb5-9583-2e626f7424f1"));

//////////////////////////////////////////// biometrics ////////////////////////////////////////////

static RECORDS_GENERATED: Counter = Counter::new("wal3.benchmark.records_generated");

static TARGET_LATENCY: Moments = Moments::new("wal3.benchmark.target_latency");
static APPEND_LATENCY: Moments = Moments::new("wal3.benchmark.append_latency");

static APPEND_HISTOGTRAM_IMPL: sig_fig_histogram::LockFreeHistogram<487> =
sig_fig_histogram::LockFreeHistogram::new(2);
static APPEND_HISTOGRAM: Histogram =
Histogram::new("wal3.benchmark.append_histogram", &APPEND_HISTOGTRAM_IMPL);

static BENCHMARK_TOO_SLOW: Counter = Counter::new("wal3.benchmark.too_slow");

fn register_biometrics(collector: &Collector) {
collector.register_counter(&RECORDS_GENERATED);

collector.register_moments(&TARGET_LATENCY);
collector.register_moments(&APPEND_LATENCY);

collector.register_histogram(&APPEND_HISTOGRAM);

collector.register_counter(&BENCHMARK_TOO_SLOW);
}

///////////////////////////////////////////// benchmark ////////////////////////////////////////////

#[derive(Clone, Eq, PartialEq, arrrg_derive::CommandLine)]
pub struct Options {
#[arrrg(optional, "Path to the object store.")]
pub path: String,
#[arrrg(optional, "Number of seconds for which to run the benchmark.")]
pub runtime: usize,
#[arrrg(
optional,
"Target throughput in records per second across all threads."
)]
pub target_throughput: usize,
#[arrrg(optional, "Maximum number of tokio tasks to spawn.")]
pub max_tokio_tasks: usize,
#[arrrg(nested)]
pub object_store: SimulationOptions,
#[arrrg(nested)]
pub log: LogWriterOptions,
}

impl Default for Options {
fn default() -> Self {
Options {
path: "wal3.data".to_string(),
runtime: 60,
target_throughput: 1_000,
max_tokio_tasks: 10_000,
object_store: SimulationOptions::default(),
log: LogWriterOptions::default(),
}
}
}

async fn append_once(mut guac: Guacamole, log: Arc<LogWriter<impl ObjectStore>>) {
let mut record = vec![0; 1 << 13];
guac.generate(&mut record);
RECORDS_GENERATED.click();
let start = Instant::now();
log.append(STREAM, Message::Payload(record)).await.unwrap();
let elapsed = start.elapsed();
APPEND_LATENCY.add(elapsed.as_millis() as f64);
APPEND_HISTOGRAM.observe(elapsed.as_millis() as f64);
}

#[tokio::main(flavor = "multi_thread")]
async fn main() {
let (options, free) = Options::from_command_line_relaxed("USAGE: wal3 [OPTIONS]");
if !free.is_empty() {
eprintln!("command takes no positional arguments");
std::process::exit(1);
}
// setup biometrics
let collector = Collector::new();
register_biometrics(&collector);
wal3::register_biometrics(&collector);
let bio_prom_options = biometrics_prometheus::Options {
segment_size: 1 << 24,
flush_interval: Duration::from_secs(30),
prefix: Path::from("wal3.").into_owned(),
};
let emitter = Arc::new(Mutex::new(biometrics_prometheus::Emitter::new(
bio_prom_options,
)));
std::thread::spawn(move || loop {
std::thread::sleep(Duration::from_secs(1));
let mut emitter = emitter.lock().unwrap();
collector
.emit(
&mut *emitter,
SystemTime::now()
.duration_since(SystemTime::UNIX_EPOCH)
.unwrap()
.as_millis() as u64,
)
.unwrap();
});

// setup the log
/*
let object_store: AmazonS3 = AmazonS3Builder::from_env()
.with_bucket_name("chroma-robert-wal3-test-bucket")
.with_region("us-east-2")
.with_conditional_put(S3ConditionalPut::ETagMatch)
.build()
.unwrap();
*/
let object_store = object_store::local::LocalFileSystem::new_with_prefix(options.path).unwrap();
let object_store = LatencyControlledObjectStore::new(
options.object_store.clone(),
object_store,
Guacamole::new(0),
);
let object_store = RobustObjectStore::new(object_store);
// NOTE(rescrv): Outside benchmarking we don't want to initialize except when we create a new
// log. A durability event that loses the manifest will cause the log to become truncated.
// Recovery is necessary, not just creating the manifest.
match LogWriter::initialize(&options.log, &object_store).await {
Ok(_) => {}
Err(Error::AlreadyInitialized) => {}
Err(e) => {
eprintln!("error initializing log: {e:?}");
std::process::exit(1);
}
};
let log = LogWriter::open(options.log.clone(), object_store)
.await
.unwrap();
log.open_stream(STREAM).await.unwrap();

let (tx, mut rx) = tokio::sync::mpsc::channel(options.target_throughput + 1_000_000);
tx.send(tokio::task::spawn(async move {})).await.unwrap();
let reaper = tokio::task::spawn(async move {
while let Some(handle) = rx.recv().await {
handle.await.unwrap();
}
});
let mut guac = Guacamole::new(0);
let start = Instant::now();
let mut next = Duration::ZERO;
loop {
let gap = interarrival_duration(options.target_throughput as f64)(&mut guac);
TARGET_LATENCY.add(gap.as_micros() as f64);
next += gap;
let elapsed = start.elapsed();
if elapsed > Duration::from_secs(options.runtime as u64) {
break;
} else if elapsed < next {
tokio::time::sleep(next - elapsed).await;
}
let log = Arc::clone(&log);
let seed = any::<u64>(&mut guac);
if tx
.try_send(tokio::task::spawn(async move {
append_once(Guacamole::new(seed), log).await
}))
.is_err()
{
BENCHMARK_TOO_SLOW.click();
}
let tasks_alive = tokio::runtime::Handle::current()
.metrics()
.num_alive_tasks();
if tasks_alive > options.max_tokio_tasks {
eprintln!("max tokio tasks exceeded: {tasks_alive}");
break;
}
}
println!("done offering load");
drop(tx);
reaper.await.unwrap();
println!("done with benchmark");
log.close().await.unwrap();
println!("log closed");
}
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