-
Notifications
You must be signed in to change notification settings - Fork 44
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
[bench] Adds a simple benchmark for network serde
This introduces a basic benchmark code that perf-tests the current multi-layer serialization used by replicated loglet. Note that on deserialization we don't deserialize the envelopes in this bench. ``` >> cargo bench -p restate-bifrost --bench replicated_loglet_serde replicated-loglet-serde/serialize time: [43.885 µs 43.930 µs 43.981 µs] change: [-21.059% -20.563% -19.964%] (p = 0.00 < 0.05) Performance has improved. Found 2 outliers among 40 measurements (5.00%) 2 (5.00%) high mild replicated-loglet-serde/deserialize time: [2.7985 µs 2.8079 µs 2.8256 µs] change: [+0.5121% +0.9651% +1.4768%] (p = 0.00 < 0.05) Change within noise threshold. Found 2 outliers among 40 measurements (5.00%) 1 (2.50%) high mild 1 (2.50%) high severe ```
- Loading branch information
1 parent
5b98f8e
commit 5b4873e
Showing
4 changed files
with
219 additions
and
1 deletion.
There are no files selected for viewing
Some generated files are not rendered by default. Learn more about how customized files appear on GitHub.
Oops, something went wrong.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,199 @@ | ||
// Copyright (c) 2023 - 2025 Restate Software, Inc., Restate GmbH. | ||
// All rights reserved. | ||
// | ||
// Use of this software is governed by the Business Source License | ||
// included in the LICENSE file. | ||
// | ||
// As of the Change Date specified in that file, in accordance with | ||
// the Business Source License, use of this software will be governed | ||
// by the Apache License, Version 2.0. | ||
|
||
use std::sync::Arc; | ||
use std::time::Duration; | ||
|
||
use bytes::{Bytes, BytesMut}; | ||
use bytestring::ByteString; | ||
use criterion::{black_box, criterion_group, criterion_main, Criterion}; | ||
use pprof::criterion::{Output, PProfProfiler}; | ||
use pprof::flamegraph::Options; | ||
use prost::Message as _; | ||
use rand::distributions::Alphanumeric; | ||
use rand::{random, Rng}; | ||
|
||
use restate_bifrost::InputRecord; | ||
use restate_storage_api::deduplication_table::{DedupInformation, EpochSequenceNumber, ProducerId}; | ||
use restate_types::identifiers::{InvocationId, LeaderEpoch, PartitionProcessorRpcRequestId}; | ||
use restate_types::invocation::{ | ||
InvocationTarget, ServiceInvocation, ServiceInvocationSpanContext, | ||
}; | ||
use restate_types::logs::{LogId, Record}; | ||
use restate_types::net::codec::{serialize_message, MessageBodyExt, WireDecode}; | ||
use restate_types::net::replicated_loglet::{Append, CommonRequestHeader}; | ||
use restate_types::protobuf::node::Message; | ||
use restate_types::replicated_loglet::ReplicatedLogletId; | ||
use restate_types::time::MillisSinceEpoch; | ||
use restate_types::GenerationalNodeId; | ||
use restate_wal_protocol::{Command, Destination, Envelope}; | ||
|
||
#[cfg(not(target_env = "msvc"))] | ||
#[global_allocator] | ||
static GLOBAL: tikv_jemallocator::Jemalloc = tikv_jemallocator::Jemalloc; | ||
|
||
pub fn flamegraph_options<'a>() -> Options<'a> { | ||
#[allow(unused_mut)] | ||
let mut options = Options::default(); | ||
if cfg!(target_os = "macos") { | ||
// Ignore different thread origins to merge traces. This seems not needed on Linux. | ||
options.base = vec!["__pthread_joiner_wake".to_string(), "_main".to_string()]; | ||
} | ||
options | ||
} | ||
|
||
fn rand_string(len: usize) -> String { | ||
rand::thread_rng() | ||
.sample_iter(&Alphanumeric) | ||
.take(len) | ||
.map(char::from) | ||
.collect() | ||
} | ||
|
||
pub fn generate_envelope() -> Arc<Envelope> { | ||
let source_partition_id = random::<u16>().into(); | ||
let partition_key = random(); | ||
let leader_epoch = LeaderEpoch::from(random::<u64>()); | ||
let node_id = GenerationalNodeId::new(random(), random()); | ||
let idempotency_key: ByteString = rand_string(15).into(); | ||
|
||
let request_id = PartitionProcessorRpcRequestId::new(); | ||
let inv_source = restate_types::invocation::Source::Ingress(request_id); | ||
let handler: ByteString = format!("aFunction_{}", rand_string(1)).into(); | ||
|
||
let header = restate_wal_protocol::Header { | ||
source: restate_wal_protocol::Source::Processor { | ||
partition_id: source_partition_id, | ||
partition_key: Some(partition_key), | ||
leader_epoch, | ||
node_id: node_id.as_plain(), | ||
generational_node_id: Some(node_id), | ||
}, | ||
dest: Destination::Processor { | ||
partition_key, | ||
dedup: Some(DedupInformation { | ||
producer_id: ProducerId::self_producer(), | ||
sequence_number: restate_storage_api::deduplication_table::DedupSequenceNumber::Esn( | ||
EpochSequenceNumber { | ||
leader_epoch: LeaderEpoch::from(random::<u64>()), | ||
sequence_number: random(), | ||
}, | ||
), | ||
}), | ||
}, | ||
}; | ||
let command = Command::Invoke(ServiceInvocation { | ||
invocation_id: InvocationId::generate( | ||
&InvocationTarget::service("MyWonderfulService", handler.clone()), | ||
Some(&idempotency_key), | ||
), | ||
invocation_target: InvocationTarget::Service { | ||
name: "AnotherService".into(), | ||
handler, | ||
}, | ||
argument: "DataSent".to_string().into(), | ||
source: inv_source, | ||
span_context: ServiceInvocationSpanContext::default(), | ||
headers: vec![restate_types::invocation::Header::new( | ||
"content-type", | ||
"application/json", | ||
)], | ||
execution_time: Some(MillisSinceEpoch::after(Duration::from_secs(10))), | ||
completion_retention_duration: Some(Duration::from_secs(10)), | ||
idempotency_key: Some(idempotency_key), | ||
response_sink: Some( | ||
restate_types::invocation::ServiceInvocationResponseSink::Ingress { request_id }, | ||
), | ||
submit_notification_sink: Some( | ||
restate_types::invocation::SubmitNotificationSink::Ingress { request_id }, | ||
), | ||
}); | ||
|
||
Envelope::new(header, command).into() | ||
} | ||
|
||
fn serialize_append_message(payloads: Arc<[Record]>) -> anyhow::Result<Message> { | ||
let append_message = Append { | ||
header: CommonRequestHeader { | ||
log_id: LogId::from(12u16), | ||
segment_index: 2.into(), | ||
loglet_id: ReplicatedLogletId::new(12u16.into(), 4.into()), | ||
}, | ||
payloads, | ||
}; | ||
|
||
let body = serialize_message( | ||
append_message, | ||
restate_types::net::ProtocolVersion::Flexbuffers, | ||
) | ||
.unwrap(); | ||
|
||
let message = Message { | ||
header: Some(restate_types::protobuf::node::Header { | ||
my_nodes_config_version: Some(restate_types::protobuf::common::Version { value: 5 }), | ||
my_logs_version: None, | ||
my_schema_version: None, | ||
my_partition_table_version: None, | ||
msg_id: random(), | ||
in_response_to: None, | ||
span_context: None, | ||
}), | ||
body: Some(body), | ||
}; | ||
Ok(message) | ||
} | ||
|
||
fn deserialize_append_message(serialized_message: Bytes) -> anyhow::Result<Append> { | ||
let protocol_version = restate_types::net::ProtocolVersion::Flexbuffers; | ||
let msg = Message::decode(serialized_message)?; | ||
let body = msg.body.unwrap(); | ||
// we ignore non-deserializable messages (serde errors, or control signals in drain) | ||
let mut msg_body = body.try_as_binary_body(restate_types::net::ProtocolVersion::Flexbuffers)?; | ||
Ok(Append::decode(&mut msg_body.payload, protocol_version)?) | ||
} | ||
|
||
fn replicated_loglet_append_serde(c: &mut Criterion) { | ||
let mut group = c.benchmark_group("replicated-loglet-serde"); | ||
let batch: Vec<Record> = vec![generate_envelope(); 10] | ||
.into_iter() | ||
.map(|r| InputRecord::from(r).into_record()) | ||
.collect(); | ||
|
||
let payloads: Arc<[Record]> = batch.into(); | ||
|
||
let mut buf = BytesMut::new(); | ||
let message = serialize_append_message(payloads.clone()).unwrap(); | ||
message.encode(&mut buf).unwrap(); | ||
let serialized = buf.freeze(); | ||
|
||
group | ||
.sample_size(40) | ||
.measurement_time(Duration::from_secs(20)) | ||
.bench_function("serialize", |bencher| { | ||
bencher.iter(|| { | ||
let mut buf = BytesMut::new(); | ||
let message = black_box(serialize_append_message(payloads.clone()).unwrap()); | ||
black_box(message.encode(&mut buf)).unwrap(); | ||
}); | ||
}) | ||
.bench_function("deserialize", |bencher| { | ||
bencher.iter(|| { | ||
black_box(deserialize_append_message(serialized.clone())).unwrap(); | ||
}); | ||
}); | ||
group.finish(); | ||
} | ||
|
||
criterion_group!( | ||
name = benches; | ||
config = Criterion::default().with_profiler(PProfProfiler::new(997, Output::Flamegraph(Some(flamegraph_options())))); | ||
targets = replicated_loglet_append_serde | ||
); | ||
criterion_main!(benches); |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters