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getpage_latest_lsn.rs
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771 lines (705 loc) · 26.8 KB
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use std::collections::{HashMap, HashSet, VecDeque};
use std::future::Future;
use std::num::NonZeroUsize;
use std::pin::Pin;
use std::sync::atomic::{AtomicU64, Ordering};
use std::sync::{Arc, Mutex};
use std::time::{Duration, Instant};
use anyhow::Context;
use async_trait::async_trait;
use bytes::Bytes;
use camino::Utf8PathBuf;
use futures::stream::FuturesUnordered;
use futures::{Stream, StreamExt as _};
use pageserver_api::key::Key;
use pageserver_api::keyspace::KeySpaceAccum;
use pageserver_api::pagestream_api::{PagestreamGetPageRequest, PagestreamRequest};
use pageserver_api::reltag::RelTag;
use pageserver_api::shard::TenantShardId;
use pageserver_client_grpc::{self as client_grpc, ShardSpec};
use pageserver_page_api as page_api;
use rand::prelude::*;
use tokio::task::JoinSet;
use tokio_util::sync::CancellationToken;
use tracing::info;
use url::Url;
use utils::id::TenantTimelineId;
use utils::lsn::Lsn;
use utils::shard::ShardIndex;
use crate::util::tokio_thread_local_stats::AllThreadLocalStats;
use crate::util::{request_stats, tokio_thread_local_stats};
/// GetPage@LatestLSN, uniformly distributed across the compute-accessible keyspace.
#[derive(clap::Parser)]
pub(crate) struct Args {
#[clap(long, default_value = "http://localhost:9898")]
mgmt_api_endpoint: String,
/// Pageserver connection string. Supports postgresql:// and grpc:// protocols.
#[clap(long, default_value = "postgres://postgres@localhost:64000")]
page_service_connstring: String,
/// Use the rich gRPC Pageserver client `client_grpc::PageserverClient`, rather than the basic
/// no-frills `page_api::Client`. Only valid with grpc:// connstrings.
#[clap(long)]
rich_client: bool,
#[clap(long)]
pageserver_jwt: Option<String>,
#[clap(long, default_value = "1")]
num_clients: NonZeroUsize,
#[clap(long)]
runtime: Option<humantime::Duration>,
/// If true, enable compression (only for gRPC).
#[clap(long)]
compression: bool,
/// Each client sends requests at the given rate.
///
/// If a request takes too long and we should be issuing a new request already,
/// we skip that request and account it as `MISSED`.
#[clap(long)]
per_client_rate: Option<usize>,
/// Probability for sending `latest=true` in the request (uniform distribution).
#[clap(long, default_value = "1")]
req_latest_probability: f64,
#[clap(long)]
limit_to_first_n_targets: Option<usize>,
/// For large pageserver installations, enumerating the keyspace takes a lot of time.
/// If specified, the specified path is used to maintain a cache of the keyspace enumeration result.
/// The cache is tagged and auto-invalided by the tenant/timeline ids only.
/// It doesn't get invalidated if the keyspace changes under the hood, e.g., due to new ingested data or compaction.
#[clap(long)]
keyspace_cache: Option<Utf8PathBuf>,
/// Before starting the benchmark, live-reconfigure the pageserver to use the given
/// [`pageserver_api::models::virtual_file::IoEngineKind`].
#[clap(long)]
set_io_engine: Option<pageserver_api::models::virtual_file::IoEngineKind>,
/// Before starting the benchmark, live-reconfigure the pageserver to use specified io mode (buffered vs. direct).
#[clap(long)]
set_io_mode: Option<pageserver_api::models::virtual_file::IoMode>,
/// Queue depth generated in each client.
#[clap(long, default_value = "1")]
queue_depth: NonZeroUsize,
/// Batch size of contiguous pages generated by each client. This is equivalent to how Postgres
/// will request page batches (e.g. prefetches or vectored reads). A batch counts as 1 RPS and
/// 1 queue depth.
///
/// The libpq protocol does not support client-side batching, and will submit batches as many
/// individual requests, in the hope that the server will batch them. Each batch still counts as
/// 1 RPS and 1 queue depth.
#[clap(long, default_value = "1")]
batch_size: NonZeroUsize,
#[clap(long)]
only_relnode: Option<u32>,
targets: Option<Vec<TenantTimelineId>>,
}
/// State shared by all clients
#[derive(Debug)]
struct SharedState {
start_work_barrier: tokio::sync::Barrier,
live_stats: LiveStats,
}
#[derive(Debug, Default)]
struct LiveStats {
completed_requests: AtomicU64,
missed: AtomicU64,
}
impl LiveStats {
fn request_done(&self) {
self.completed_requests.fetch_add(1, Ordering::Relaxed);
}
fn missed(&self, n: u64) {
self.missed.fetch_add(n, Ordering::Relaxed);
}
}
#[derive(Clone, serde::Serialize, serde::Deserialize)]
struct KeyRange {
timeline: TenantTimelineId,
timeline_lsn: Lsn,
start: i128,
end: i128,
}
impl KeyRange {
fn len(&self) -> i128 {
self.end - self.start
}
}
#[derive(PartialEq, Eq, Hash, Copy, Clone)]
struct WorkerId {
timeline: TenantTimelineId,
num_client: usize, // from 0..args.num_clients
}
#[derive(serde::Serialize)]
struct Output {
total: request_stats::Output,
}
tokio_thread_local_stats::declare!(STATS: request_stats::Stats);
pub(crate) fn main(args: Args) -> anyhow::Result<()> {
tokio_thread_local_stats::main!(STATS, move |thread_local_stats| {
main_impl(args, thread_local_stats)
})
}
async fn main_impl(
args: Args,
all_thread_local_stats: AllThreadLocalStats<request_stats::Stats>,
) -> anyhow::Result<()> {
let args: &'static Args = Box::leak(Box::new(args));
let mgmt_api_client = Arc::new(pageserver_client::mgmt_api::Client::new(
reqwest::Client::new(), // TODO: support ssl_ca_file for https APIs in pagebench.
args.mgmt_api_endpoint.clone(),
args.pageserver_jwt.as_deref(),
));
if let Some(engine_str) = &args.set_io_engine {
mgmt_api_client.put_io_engine(engine_str).await?;
}
if let Some(mode) = &args.set_io_mode {
mgmt_api_client.put_io_mode(mode).await?;
}
// discover targets
let timelines: Vec<TenantTimelineId> = crate::util::cli::targets::discover(
&mgmt_api_client,
crate::util::cli::targets::Spec {
limit_to_first_n_targets: args.limit_to_first_n_targets,
targets: args.targets.clone(),
},
)
.await?;
#[derive(serde::Deserialize)]
struct KeyspaceCacheDe {
tag: Vec<TenantTimelineId>,
data: Vec<KeyRange>,
}
#[derive(serde::Serialize)]
struct KeyspaceCacheSer<'a> {
tag: &'a [TenantTimelineId],
data: &'a [KeyRange],
}
let cache = args
.keyspace_cache
.as_ref()
.map(|keyspace_cache_file| {
let contents = match std::fs::read(keyspace_cache_file) {
Err(e) if e.kind() == std::io::ErrorKind::NotFound => {
return anyhow::Ok(None);
}
x => x.context("read keyspace cache file")?,
};
let cache: KeyspaceCacheDe =
serde_json::from_slice(&contents).context("deserialize cache file")?;
let tag_ok = HashSet::<TenantTimelineId>::from_iter(cache.tag.into_iter())
== HashSet::from_iter(timelines.iter().cloned());
info!("keyspace cache file matches tag: {tag_ok}");
anyhow::Ok(if tag_ok { Some(cache.data) } else { None })
})
.transpose()?
.flatten();
let all_ranges: Vec<KeyRange> = if let Some(cached) = cache {
info!("using keyspace cache file");
cached
} else {
let mut js = JoinSet::new();
for timeline in &timelines {
js.spawn({
let mgmt_api_client = Arc::clone(&mgmt_api_client);
let timeline = *timeline;
async move {
let partitioning = mgmt_api_client
.keyspace(
TenantShardId::unsharded(timeline.tenant_id),
timeline.timeline_id,
)
.await?;
let lsn = partitioning.at_lsn;
let start = Instant::now();
let mut filtered = KeySpaceAccum::new();
// let's hope this is inlined and vectorized...
// TODO: turn this loop into a is_rel_block_range() function.
for r in partitioning.keys.ranges.iter() {
let mut i = r.start;
while i != r.end {
let mut include = true;
include &= i.is_rel_block_key();
if let Some(only_relnode) = args.only_relnode {
include &= i.is_rel_block_of_rel(only_relnode);
}
if include {
filtered.add_key(i);
}
i = i.next();
}
}
let filtered = filtered.to_keyspace();
let filter_duration = start.elapsed();
anyhow::Ok((
filter_duration,
filtered.ranges.into_iter().map(move |r| KeyRange {
timeline,
timeline_lsn: lsn,
start: r.start.to_i128(),
end: r.end.to_i128(),
}),
))
}
});
}
let mut total_filter_duration = Duration::from_secs(0);
let mut all_ranges: Vec<KeyRange> = Vec::new();
while let Some(res) = js.join_next().await {
let (filter_duration, range) = res.unwrap().unwrap();
all_ranges.extend(range);
total_filter_duration += filter_duration;
}
info!("filter duration: {}", total_filter_duration.as_secs_f64());
if let Some(cachefile) = args.keyspace_cache.as_ref() {
let cache = KeyspaceCacheSer {
tag: &timelines,
data: &all_ranges,
};
let bytes = serde_json::to_vec(&cache).context("serialize keyspace for cache file")?;
std::fs::write(cachefile, bytes).context("write keyspace cache file to disk")?;
info!("successfully wrote keyspace cache file");
}
all_ranges
};
let num_live_stats_dump = 1;
let num_work_sender_tasks = args.num_clients.get() * timelines.len();
let num_main_impl = 1;
let shared_state = Arc::new(SharedState {
start_work_barrier: tokio::sync::Barrier::new(
num_live_stats_dump + num_work_sender_tasks + num_main_impl,
),
live_stats: LiveStats::default(),
});
let cancel = CancellationToken::new();
let ss = shared_state.clone();
tokio::spawn({
async move {
ss.start_work_barrier.wait().await;
loop {
let start = std::time::Instant::now();
tokio::time::sleep(std::time::Duration::from_secs(1)).await;
let stats = &ss.live_stats;
let completed_requests = stats.completed_requests.swap(0, Ordering::Relaxed);
let missed = stats.missed.swap(0, Ordering::Relaxed);
let elapsed = start.elapsed();
info!(
"RPS: {:.0} MISSED: {:.0}",
completed_requests as f64 / elapsed.as_secs_f64(),
missed as f64 / elapsed.as_secs_f64()
);
}
}
});
let rps_period = args
.per_client_rate
.map(|rps_limit| Duration::from_secs_f64(1.0 / (rps_limit as f64)));
let make_worker: &dyn Fn(WorkerId) -> Pin<Box<dyn Send + Future<Output = ()>>> = &|worker_id| {
let ss = shared_state.clone();
let cancel = cancel.clone();
let ranges: Vec<KeyRange> = all_ranges
.iter()
.filter(|r| r.timeline == worker_id.timeline)
.cloned()
.collect();
let weights =
rand::distr::weighted::WeightedIndex::new(ranges.iter().map(|v| v.len())).unwrap();
Box::pin(async move {
let scheme = match Url::parse(&args.page_service_connstring) {
Ok(url) => url.scheme().to_lowercase().to_string(),
Err(url::ParseError::RelativeUrlWithoutBase) => "postgresql".to_string(),
Err(err) => panic!("invalid connstring: {err}"),
};
let client: Box<dyn Client> = match scheme.as_str() {
"postgresql" | "postgres" => {
assert!(!args.compression, "libpq does not support compression");
assert!(!args.rich_client, "rich client requires grpc://");
Box::new(
LibpqClient::new(&args.page_service_connstring, worker_id.timeline)
.await
.unwrap(),
)
}
"grpc" if args.rich_client => Box::new(
RichGrpcClient::new(
&args.page_service_connstring,
worker_id.timeline,
args.compression,
)
.await
.unwrap(),
),
"grpc" => Box::new(
GrpcClient::new(
&args.page_service_connstring,
worker_id.timeline,
args.compression,
)
.await
.unwrap(),
),
scheme => panic!("unsupported scheme {scheme}"),
};
run_worker(args, client, ss, cancel, rps_period, ranges, weights).await
})
};
info!("spawning workers");
let mut workers = JoinSet::new();
for timeline in timelines.iter().cloned() {
for num_client in 0..args.num_clients.get() {
let worker_id = WorkerId {
timeline,
num_client,
};
workers.spawn(make_worker(worker_id));
}
}
let workers = async move {
while let Some(res) = workers.join_next().await {
res.unwrap();
}
};
info!("waiting for everything to become ready");
shared_state.start_work_barrier.wait().await;
info!("work started");
if let Some(runtime) = args.runtime {
tokio::time::sleep(runtime.into()).await;
info!("runtime over, signalling cancellation");
cancel.cancel();
workers.await;
info!("work sender exited");
} else {
workers.await;
unreachable!("work sender never terminates");
}
let output = Output {
total: {
let mut agg_stats = request_stats::Stats::new();
for stats in all_thread_local_stats.lock().unwrap().iter() {
let stats = stats.lock().unwrap();
agg_stats.add(&stats);
}
agg_stats.output()
},
};
let output = serde_json::to_string_pretty(&output).unwrap();
println!("{output}");
anyhow::Ok(())
}
async fn run_worker(
args: &Args,
mut client: Box<dyn Client>,
shared_state: Arc<SharedState>,
cancel: CancellationToken,
rps_period: Option<Duration>,
ranges: Vec<KeyRange>,
weights: rand::distr::weighted::WeightedIndex<i128>,
) {
shared_state.start_work_barrier.wait().await;
let client_start = Instant::now();
let mut ticks_processed = 0;
let mut req_id = 0;
let batch_size: usize = args.batch_size.into();
// Track inflight requests by request ID and start time. This times the request duration, and
// ensures responses match requests. We don't expect responses back in any particular order.
//
// NB: this does not check that all requests received a response, because we don't wait for the
// inflight requests to complete when the duration elapses.
let mut inflight: HashMap<u64, Instant> = HashMap::new();
while !cancel.is_cancelled() {
// Detect if a request took longer than the RPS rate
if let Some(period) = &rps_period {
let periods_passed_until_now =
usize::try_from(client_start.elapsed().as_micros() / period.as_micros()).unwrap();
if periods_passed_until_now > ticks_processed {
shared_state
.live_stats
.missed((periods_passed_until_now - ticks_processed) as u64);
}
ticks_processed = periods_passed_until_now;
}
while inflight.len() < args.queue_depth.get() {
req_id += 1;
let start = Instant::now();
let (req_lsn, mod_lsn, rel, blks) = {
/// Converts a compact i128 key to a relation tag and block number.
fn key_to_block(key: i128) -> (RelTag, u32) {
let key = Key::from_i128(key);
assert!(key.is_rel_block_key());
key.to_rel_block()
.expect("we filter non-rel-block keys out above")
}
// Pick a random page from a random relation.
let mut rng = rand::rng();
let r = &ranges[weights.sample(&mut rng)];
let key: i128 = rng.random_range(r.start..r.end);
let (rel_tag, block_no) = key_to_block(key);
let mut blks = VecDeque::with_capacity(batch_size);
blks.push_back(block_no);
// If requested, populate a batch of sequential pages. This is how Postgres will
// request page batches (e.g. prefetches). If we hit the end of the relation, we
// grow the batch towards the start too.
for i in 1..batch_size {
let (r, b) = key_to_block(key + i as i128);
if r != rel_tag {
break; // went outside relation
}
blks.push_back(b)
}
if blks.len() < batch_size {
// Grow batch backwards if needed.
for i in 1..batch_size {
let (r, b) = key_to_block(key - i as i128);
if r != rel_tag {
break; // went outside relation
}
blks.push_front(b)
}
}
// We assume that the entire batch can fit within the relation.
assert_eq!(blks.len(), batch_size, "incomplete batch");
let req_lsn = if rng.random_bool(args.req_latest_probability) {
Lsn::MAX
} else {
r.timeline_lsn
};
(req_lsn, r.timeline_lsn, rel_tag, blks.into())
};
client
.send_get_page(req_id, req_lsn, mod_lsn, rel, blks)
.await
.unwrap();
let old = inflight.insert(req_id, start);
assert!(old.is_none(), "duplicate request ID {req_id}");
}
let (req_id, pages) = client.recv_get_page().await.unwrap();
assert_eq!(pages.len(), batch_size, "unexpected page count");
assert!(pages.iter().all(|p| !p.is_empty()), "empty page");
let start = inflight
.remove(&req_id)
.expect("response for unknown request ID");
let end = Instant::now();
shared_state.live_stats.request_done();
ticks_processed += 1;
STATS.with(|stats| {
stats
.borrow()
.lock()
.unwrap()
.observe(end.duration_since(start))
.unwrap();
});
if let Some(period) = &rps_period {
let next_at = client_start
+ Duration::from_micros(
(ticks_processed) as u64 * u64::try_from(period.as_micros()).unwrap(),
);
tokio::time::sleep_until(next_at.into()).await;
}
}
}
/// A benchmark client, to allow switching out the transport protocol.
///
/// For simplicity, this just uses separate asynchronous send/recv methods. The send method could
/// return a future that resolves when the response is received, but we don't really need it.
#[async_trait]
trait Client: Send {
/// Sends an asynchronous GetPage request to the pageserver.
async fn send_get_page(
&mut self,
req_id: u64,
req_lsn: Lsn,
mod_lsn: Lsn,
rel: RelTag,
blks: Vec<u32>,
) -> anyhow::Result<()>;
/// Receives the next GetPage response from the pageserver.
async fn recv_get_page(&mut self) -> anyhow::Result<(u64, Vec<Bytes>)>;
}
/// A libpq-based Pageserver client.
struct LibpqClient {
inner: pageserver_client::page_service::PagestreamClient,
// Track sent batches, so we know how many responses to expect.
batch_sizes: VecDeque<usize>,
}
impl LibpqClient {
async fn new(connstring: &str, ttid: TenantTimelineId) -> anyhow::Result<Self> {
let inner = pageserver_client::page_service::Client::new(connstring.to_string())
.await?
.pagestream(ttid.tenant_id, ttid.timeline_id)
.await?;
Ok(Self {
inner,
batch_sizes: VecDeque::new(),
})
}
}
#[async_trait]
impl Client for LibpqClient {
async fn send_get_page(
&mut self,
req_id: u64,
req_lsn: Lsn,
mod_lsn: Lsn,
rel: RelTag,
blks: Vec<u32>,
) -> anyhow::Result<()> {
// libpq doesn't support client-side batches, so we send a bunch of individual requests
// instead in the hope that the server will batch them for us. We use the same request ID
// for all, because we'll return a single batch response.
self.batch_sizes.push_back(blks.len());
for blkno in blks {
let req = PagestreamGetPageRequest {
hdr: PagestreamRequest {
reqid: req_id,
request_lsn: req_lsn,
not_modified_since: mod_lsn,
},
rel,
blkno,
};
self.inner.getpage_send(req).await?;
}
Ok(())
}
async fn recv_get_page(&mut self) -> anyhow::Result<(u64, Vec<Bytes>)> {
let batch_size = self.batch_sizes.pop_front().unwrap();
let mut batch = Vec::with_capacity(batch_size);
let mut req_id = None;
for _ in 0..batch_size {
let resp = self.inner.getpage_recv().await?;
if req_id.is_none() {
req_id = Some(resp.req.hdr.reqid);
}
assert_eq!(req_id, Some(resp.req.hdr.reqid), "request ID mismatch");
batch.push(resp.page);
}
Ok((req_id.unwrap(), batch))
}
}
/// A gRPC Pageserver client.
struct GrpcClient {
req_tx: tokio::sync::mpsc::Sender<page_api::GetPageRequest>,
resp_rx: Pin<Box<dyn Stream<Item = Result<page_api::GetPageResponse, tonic::Status>> + Send>>,
}
impl GrpcClient {
async fn new(
connstring: &str,
ttid: TenantTimelineId,
compression: bool,
) -> anyhow::Result<Self> {
let mut client = page_api::Client::connect(
connstring.to_string(),
ttid.tenant_id,
ttid.timeline_id,
ShardIndex::unsharded(),
None,
compression.then_some(tonic::codec::CompressionEncoding::Zstd),
)
.await?;
// The channel has a buffer size of 1, since 0 is not allowed. It does not matter, since the
// benchmark will control the queue depth (i.e. in-flight requests) anyway, and requests are
// buffered by Tonic and the OS too.
let (req_tx, req_rx) = tokio::sync::mpsc::channel(1);
let req_stream = tokio_stream::wrappers::ReceiverStream::new(req_rx);
let resp_rx = Box::pin(client.get_pages(req_stream).await?);
Ok(Self { req_tx, resp_rx })
}
}
#[async_trait]
impl Client for GrpcClient {
async fn send_get_page(
&mut self,
req_id: u64,
req_lsn: Lsn,
mod_lsn: Lsn,
rel: RelTag,
blks: Vec<u32>,
) -> anyhow::Result<()> {
let req = page_api::GetPageRequest {
request_id: req_id.into(),
request_class: page_api::GetPageClass::Normal,
read_lsn: page_api::ReadLsn {
request_lsn: req_lsn,
not_modified_since_lsn: Some(mod_lsn),
},
rel,
block_numbers: blks,
};
self.req_tx.send(req).await?;
Ok(())
}
async fn recv_get_page(&mut self) -> anyhow::Result<(u64, Vec<Bytes>)> {
let resp = self.resp_rx.next().await.unwrap().unwrap();
anyhow::ensure!(
resp.status_code == page_api::GetPageStatusCode::Ok,
"unexpected status code: {}",
resp.status_code,
);
Ok((
resp.request_id.id,
resp.pages.into_iter().map(|p| p.image).collect(),
))
}
}
/// A rich gRPC Pageserver client.
struct RichGrpcClient {
inner: Arc<client_grpc::PageserverClient>,
requests: FuturesUnordered<
Pin<Box<dyn Future<Output = anyhow::Result<page_api::GetPageResponse>> + Send>>,
>,
}
impl RichGrpcClient {
async fn new(
connstring: &str,
ttid: TenantTimelineId,
compression: bool,
) -> anyhow::Result<Self> {
let inner = Arc::new(client_grpc::PageserverClient::new(
ttid.tenant_id,
ttid.timeline_id,
ShardSpec::new(
[(ShardIndex::unsharded(), connstring.to_string())].into(),
None,
)?,
None,
compression.then_some(tonic::codec::CompressionEncoding::Zstd),
)?);
Ok(Self {
inner,
requests: FuturesUnordered::new(),
})
}
}
#[async_trait]
impl Client for RichGrpcClient {
async fn send_get_page(
&mut self,
req_id: u64,
req_lsn: Lsn,
mod_lsn: Lsn,
rel: RelTag,
blks: Vec<u32>,
) -> anyhow::Result<()> {
let req = page_api::GetPageRequest {
request_id: req_id.into(),
request_class: page_api::GetPageClass::Normal,
read_lsn: page_api::ReadLsn {
request_lsn: req_lsn,
not_modified_since_lsn: Some(mod_lsn),
},
rel,
block_numbers: blks,
};
let inner = self.inner.clone();
self.requests.push(Box::pin(async move {
inner
.get_page(req)
.await
.map_err(|err| anyhow::anyhow!("{err}"))
}));
Ok(())
}
async fn recv_get_page(&mut self) -> anyhow::Result<(u64, Vec<Bytes>)> {
let resp = self.requests.next().await.unwrap()?;
Ok((
resp.request_id.id,
resp.pages.into_iter().map(|p| p.image).collect(),
))
}
}