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// Copyright Materialize, Inc. and contributors. 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::collections::BTreeMap;
use std::convert::Infallible;
use std::ops::Rem;
use std::sync::Arc;
use std::time::Duration;
use differential_dataflow::AsCollection;
use futures::StreamExt;
use mz_ore::iter::IteratorExt;
use mz_repr::Row;
use mz_storage_types::errors::DataflowError;
use mz_storage_types::sources::load_generator::{
Event, Generator, KeyValueLoadGenerator, LoadGenerator, LoadGeneratorOutput,
LoadGeneratorSourceConnection,
};
use mz_storage_types::sources::{MzOffset, SourceExportDetails, SourceTimestamp};
use mz_timely_util::builder_async::{OperatorBuilder as AsyncOperatorBuilder, PressOnDropButton};
use mz_timely_util::containers::stack::AccountedStackBuilder;
use timely::dataflow::operators::ToStream;
use timely::dataflow::{Scope, Stream};
use timely::progress::Antichain;
use tokio::time::{interval_at, Instant};
use crate::healthcheck::{HealthStatusMessage, HealthStatusUpdate, StatusNamespace};
use crate::source::types::{
Probe, ProgressStatisticsUpdate, SignaledFuture, SourceRender, StackedCollection,
};
use crate::source::{RawSourceCreationConfig, SourceMessage};
mod auction;
mod clock;
mod counter;
mod datums;
mod key_value;
mod marketing;
mod tpch;
pub use auction::Auction;
pub use clock::Clock;
pub use counter::Counter;
pub use datums::Datums;
pub use tpch::Tpch;
use self::marketing::Marketing;
enum GeneratorKind {
Simple {
generator: Box<dyn Generator>,
tick_micros: Option<u64>,
as_of: u64,
up_to: u64,
},
KeyValue(KeyValueLoadGenerator),
}
impl GeneratorKind {
fn new(g: &LoadGenerator, tick_micros: Option<u64>, as_of: u64, up_to: u64) -> Self {
match g {
LoadGenerator::Auction => GeneratorKind::Simple {
generator: Box::new(Auction {}),
tick_micros,
as_of,
up_to,
},
LoadGenerator::Clock => GeneratorKind::Simple {
generator: Box::new(Clock {
tick_ms: tick_micros
.map(Duration::from_micros)
.unwrap_or(Duration::from_secs(1))
.as_millis()
.try_into()
.expect("reasonable tick interval"),
as_of_ms: as_of,
}),
tick_micros,
as_of,
up_to,
},
LoadGenerator::Counter { max_cardinality } => GeneratorKind::Simple {
generator: Box::new(Counter {
max_cardinality: max_cardinality.clone(),
}),
tick_micros,
as_of,
up_to,
},
LoadGenerator::Datums => GeneratorKind::Simple {
generator: Box::new(Datums {}),
tick_micros,
as_of,
up_to,
},
LoadGenerator::Marketing => GeneratorKind::Simple {
generator: Box::new(Marketing {}),
tick_micros,
as_of,
up_to,
},
LoadGenerator::Tpch {
count_supplier,
count_part,
count_customer,
count_orders,
count_clerk,
} => GeneratorKind::Simple {
generator: Box::new(Tpch {
count_supplier: *count_supplier,
count_part: *count_part,
count_customer: *count_customer,
count_orders: *count_orders,
count_clerk: *count_clerk,
// The default tick behavior 1s. For tpch we want to disable ticking
// completely.
tick: Duration::from_micros(tick_micros.unwrap_or(0)),
}),
tick_micros,
as_of,
up_to,
},
LoadGenerator::KeyValue(kv) => GeneratorKind::KeyValue(kv.clone()),
}
}
fn render<G: Scope<Timestamp = MzOffset>>(
self,
scope: &mut G,
config: RawSourceCreationConfig,
committed_uppers: impl futures::Stream<Item = Antichain<MzOffset>> + 'static,
start_signal: impl std::future::Future<Output = ()> + 'static,
) -> (
StackedCollection<G, (usize, Result<SourceMessage, DataflowError>)>,
Option<Stream<G, Infallible>>,
Stream<G, HealthStatusMessage>,
Stream<G, ProgressStatisticsUpdate>,
Vec<PressOnDropButton>,
) {
// figure out which output types from the generator belong to which output indexes
let mut output_map = BTreeMap::new();
for (_, export) in config.source_exports.iter() {
let output_type = match &export.export.details {
SourceExportDetails::LoadGenerator(details) => details.output,
// This is an export that doesn't need any data output to it.
SourceExportDetails::None => continue,
_ => panic!(
"unexpected source export details: {:?}",
export.export.details
),
};
output_map
.entry(output_type)
.or_insert_with(Vec::new)
.push(export.ingestion_output);
}
match self {
GeneratorKind::Simple {
tick_micros,
as_of,
up_to,
generator,
} => render_simple_generator(
generator,
tick_micros,
as_of.into(),
up_to.into(),
scope,
config,
committed_uppers,
output_map,
),
GeneratorKind::KeyValue(kv) => key_value::render(
kv,
scope,
config,
committed_uppers,
start_signal,
output_map,
),
}
}
}
impl SourceRender for LoadGeneratorSourceConnection {
type Time = MzOffset;
const STATUS_NAMESPACE: StatusNamespace = StatusNamespace::Generator;
fn render<G: Scope<Timestamp = MzOffset>>(
self,
scope: &mut G,
config: RawSourceCreationConfig,
committed_uppers: impl futures::Stream<Item = Antichain<MzOffset>> + 'static,
start_signal: impl std::future::Future<Output = ()> + 'static,
) -> (
StackedCollection<G, (usize, Result<SourceMessage, DataflowError>)>,
Option<Stream<G, Infallible>>,
Stream<G, HealthStatusMessage>,
Stream<G, ProgressStatisticsUpdate>,
Option<Stream<G, Probe<MzOffset>>>,
Vec<PressOnDropButton>,
) {
let generator_kind = GeneratorKind::new(
&self.load_generator,
self.tick_micros,
self.as_of,
self.up_to,
);
let (updates, uppers, health, stats, button) =
generator_kind.render(scope, config, committed_uppers, start_signal);
(updates, uppers, health, stats, None, button)
}
}
fn render_simple_generator<G: Scope<Timestamp = MzOffset>>(
generator: Box<dyn Generator>,
tick_micros: Option<u64>,
as_of: MzOffset,
up_to: MzOffset,
scope: &mut G,
config: RawSourceCreationConfig,
committed_uppers: impl futures::Stream<Item = Antichain<MzOffset>> + 'static,
output_map: BTreeMap<LoadGeneratorOutput, Vec<usize>>,
) -> (
StackedCollection<G, (usize, Result<SourceMessage, DataflowError>)>,
Option<Stream<G, Infallible>>,
Stream<G, HealthStatusMessage>,
Stream<G, ProgressStatisticsUpdate>,
Vec<PressOnDropButton>,
) {
let mut builder = AsyncOperatorBuilder::new(config.name.clone(), scope.clone());
let (data_output, stream) = builder.new_output::<AccountedStackBuilder<_>>();
let (stats_output, stats_stream) = builder.new_output();
let busy_signal = Arc::clone(&config.busy_signal);
let button = builder.build(move |caps| {
SignaledFuture::new(busy_signal, async move {
let [mut cap, stats_cap]: [_; 2] = caps.try_into().unwrap();
if !config.responsible_for(()) {
// Emit 0, to mark this worker as having started up correctly.
stats_output.give(
&stats_cap,
ProgressStatisticsUpdate::SteadyState {
offset_known: 0,
offset_committed: 0,
},
);
return;
}
let resume_upper = Antichain::from_iter(
config
.source_resume_uppers
.values()
.flat_map(|f| f.iter().map(MzOffset::decode_row)),
);
let Some(resume_offset) = resume_upper.into_option() else {
return;
};
let now_fn = mz_ore::now::SYSTEM_TIME.clone();
let start_instant = {
// We want to have our interval start at a nice round number...
// for example, if our tick interval is one minute, to start at a minute boundary.
// However, the `Interval` type from tokio can't be "floored" in that way.
// Instead, figure out the amount we should step forward based on the wall clock,
// then apply that to our monotonic clock to make things start at approximately the
// right time.
let now_millis = now_fn();
let now_instant = Instant::now();
let delay_millis = tick_micros
.map(|tick_micros| tick_micros / 1000)
.filter(|tick_millis| *tick_millis > 0)
.map(|tick_millis| tick_millis - now_millis.rem(tick_millis))
.unwrap_or(0);
now_instant + Duration::from_millis(delay_millis)
};
let tick = Duration::from_micros(tick_micros.unwrap_or(1_000_000));
let mut tick_interval = interval_at(start_instant, tick);
let mut rows = generator.by_seed(now_fn, None, resume_offset);
let mut committed_uppers = std::pin::pin!(committed_uppers);
// If we are just starting up, report 0 as our `offset_committed`.
let mut offset_committed = if resume_offset.offset == 0 {
Some(0)
} else {
None
};
while let Some((output_type, event)) = rows.next() {
match event {
Event::Message(mut offset, (value, diff)) => {
// Fast forward any data before the requested as of.
if offset <= as_of {
offset = as_of;
}
// If the load generator produces data at or beyond the
// requested `up_to`, drop it. We'll terminate the load
// generator when the capability advances to the `up_to`,
// but the load generator might produce data far in advance
// of its capability.
if offset >= up_to {
continue;
}
let outputs = match output_map.get(&output_type) {
Some(outputs) => outputs,
// We don't have an output index for this output type, so drop it
None => continue,
};
let message = Ok(SourceMessage {
key: Row::default(),
value,
metadata: Row::default(),
});
// Some generators always reproduce their TVC from the beginning which can
// generate a significant amount of data that will overwhelm the dataflow.
// Since those are not required downstream we eagerly ignore them here.
if resume_offset <= offset {
for (&output, message) in outputs.iter().repeat_clone(message) {
data_output
.give_fueled(&cap, ((output, message), offset, diff))
.await;
}
}
}
Event::Progress(Some(offset)) => {
// If we've reached the requested maximum offset, cease.
if offset >= up_to {
break;
}
// If the offset is at or below the requested `as_of`, don't
// downgrade the capability.
if offset <= as_of {
continue;
}
cap.downgrade(&offset);
// We only sleep if we have surpassed the resume offset so that we can
// quickly go over any historical updates that a generator might choose to
// emit.
// TODO(petrosagg): Remove the sleep below and make generators return an
// async stream so that they can drive the rate of production directly
if resume_offset < offset {
loop {
tokio::select! {
_tick = tick_interval.tick() => {
break;
}
Some(frontier) = committed_uppers.next() => {
if let Some(offset) = frontier.as_option() {
// Offset N means we have committed N offsets (offsets are
// 0-indexed)
offset_committed = Some(offset.offset);
}
}
}
}
// TODO(guswynn): generators have various definitions of "snapshot", so
// we are not going to implement snapshot progress statistics for them
// right now, but will come back to it.
if let Some(offset_committed) = offset_committed {
stats_output.give(
&stats_cap,
ProgressStatisticsUpdate::SteadyState {
// technically we could have _known_ a larger offset
// than the one that has been committed, but we can
// never recover that known amount on restart, so we
// just advance these in lock step.
offset_known: offset_committed,
offset_committed,
},
);
}
}
}
Event::Progress(None) => return,
}
}
})
});
let status = [HealthStatusMessage {
index: 0,
namespace: StatusNamespace::Generator,
update: HealthStatusUpdate::running(),
}]
.to_stream(scope);
(
stream.as_collection(),
None,
status,
stats_stream,
vec![button.press_on_drop()],
)
}