use clap::Parser; use nexmark::config::NexmarkConfig; use renoir::operator::Operator; use renoir::operator::Timestamp; use renoir::prelude::*; use renoir::Replication; use renoir::Stream; use std::time::Instant; use std::time::SystemTime; use std::time::UNIX_EPOCH; use nexmark::event::*; const WATERMARK_INTERVAL: usize = 1 << 20; #[allow(unused)] fn timestamp_gen((_, e): &(SystemTime, Event)) -> Timestamp { e.timestamp() as i64 } fn watermark_gen(ts: &Timestamp, count: &mut usize, interval: usize) -> Option { *count = (*count + 1) % interval; if *count == 0 { Some(*ts) } else { None } } /// Query 2: Selection /// /// ```text /// SELECT Rstream(auction, price) /// FROM Bid [NOW] /// WHERE auction = 1007 OR auction = 1020 OR auction = 2001 OR auction = 2019 OR auction = 2087; /// ``` fn query2(events: Stream + 'static>) { events .filter_map(|(s, e)| { if let Event::Bid(b) = e { Some((s, b)) } else { None } }) // .shuffle() .filter(|(_, b)| b.auction % 123 == 0) .map(|(t, _)| t) // .replication(Replication::One) .for_each(|t| TRACK_POINT.get_or_init("q2").record(t.elapsed().unwrap())); } /// Query 3: Local Item Suggestion /// /// ```text /// SELECT Istream(P.name, P.city, P.state, A.id) /// FROM Auction A [ROWS UNBOUNDED], Person P [ROWS UNBOUNDED] /// WHERE A.seller = P.id AND (P.state = `OR' OR P.state = `ID' OR P.state = `CA') AND A.category = 10; /// ``` fn query3(events: Stream + 'static>) { let mut routes = events .route() .add_route(|(_, e)| matches!(e, Event::Person(_))) .add_route(|(_, e)| matches!(e, Event::Auction(_))) .build() .into_iter(); // WHERE P.state = `OR' OR P.state = `ID' OR P.state = `CA' let person = routes .next() .unwrap() .map(|(t, e)| (t, unwrap_person(e))) .filter(|(_, p)| p.state == "or" || p.state == "id" || p.state == "ca"); // WHERE A.category = 10 let auction = routes .next() .unwrap() .map(|(t, e)| (t, unwrap_auction(e))) .filter(|(_, a)| a.category == 10); person // WHERE A.seller = P.id .join(auction, |(_, p)| p.id, |(_, a)| a.seller) .drop_key() // SELECT person, auction.id .map(|((t0, p), (t1, a))| (t0.max(t1), p.name, p.city, p.state, a.id)) .map(|(t, ..)| t) .replication(Replication::One) .for_each(|t| TRACK_POINT.get_or_init("q3").record(t.elapsed().unwrap())) } /// Query 5: Hot Items /// /// ```text /// SELECT Rstream(auction) /// FROM (SELECT B1.auction, count(*) AS num /// FROM Bid [RANGE 60 MINUTE SLIDE 1 MINUTE] B1 /// GROUP BY B1.auction) /// WHERE num >= ALL (SELECT count(*) /// FROM Bid [RANGE 60 MINUTE SLIDE 1 MINUTE] B2 /// GROUP BY B2.auction); /// ``` fn query5(events: Stream + 'static>) { let window_descr = EventTimeWindow::sliding(1_000, 100); let bid = events .filter_map(filter_bid) .add_timestamps(|(_, b)| b.date_time as i64, { let mut count = 0; move |_, ts| watermark_gen(ts, &mut count, WATERMARK_INTERVAL) }); // count how bids in each auction, for every window let counts = bid .map(|(t, b)| (t, b.auction)) .group_by(|(_, a)| *a) .map(|(_, (t, _))| t) .window(window_descr.clone()) .fold((UNIX_EPOCH, 0), |(t, count), t1| { *t = t1.max(*t); *count += 1; }) .unkey(); counts .window_all(window_descr) .fold_first(|(max, (t, max_count)), (id, (t1, count))| { *t = t1.max(*t); if count > *max_count { *max = id; *max_count = count; } }) .drop_key() .map(|(_k, (t, _count))| t) .for_each(|t| TRACK_POINT.get_or_init("q5").record(t.elapsed().unwrap())) } static TRACK_POINT: micrometer::TrackPoint = micrometer::TrackPoint::new_thread_local(); fn events(env: &StreamContext, args: &Args) -> Stream> { env.stream_iter({ let conf = NexmarkConfig { num_event_generators: 1, avg_auction_byte_size: 0, avg_bid_byte_size: 0, avg_person_byte_size: 0, first_rate: 10_000_000, next_rate: 10_000_000, ..Default::default() }; nexmark::EventGenerator::new(conf).take(args.n).map(|e| { let start = SystemTime::now(); (start, e) }) }) .batch_mode(BatchMode::adaptive( args.batch, std::time::Duration::from_micros(args.dt_us), )) } fn unwrap_auction(e: Event) -> Auction { match e { Event::Auction(x) => x, _ => panic!("tried to unwrap wrong event type!"), } } fn unwrap_person(e: Event) -> Person { match e { Event::Person(x) => x, _ => panic!("tried to unwrap wrong event type!"), } } fn filter_bid((t, e): (SystemTime, Event)) -> Option<(SystemTime, Bid)> { match e { Event::Bid(x) => Some((t, x)), _ => None, } } #[derive(Parser)] #[clap(name = "nexmark-latency")] struct Args { n: usize, q: String, #[clap(short, long, default_value_t = 1024)] batch: usize, #[clap(short, long, default_value_t = 1000)] dt_us: u64, #[clap(short, long, default_value_t = 32 << 10)] watermark_interval: usize, } fn main() { env_logger::init(); let (config, args) = RuntimeConfig::from_args(); let args = Args::parse_from(std::iter::once("nexmark-latency".into()).chain(args)); let q = &args.q[..]; config.spawn_remote_workers(); let env = StreamContext::new(config); micrometer::start(); match q { "2" => query2(events(&env, &args)), "3" => query3(events(&env, &args)), "5" => query5(events(&env, &args)), _ => panic!("Invalid query! {q}"), } let start = Instant::now(); env.execute_blocking(); println!("q{q}:elapsed:{:?}", start.elapsed()); eprintln!("=================================================="); micrometer::summary_grouped(); micrometer::append_csv("/tmp/nexmark-latency.csv", "renoir").unwrap(); }