use std::marker::PhantomData;
use async_trait::async_trait;
use crate::dsl::processors::change::Change;
use crate::dsl::windows::{TimeWindows, Window, Windowed};
use crate::processor::api::{Processor, ProcessorContext};
use crate::processor::record::Record;
type Marker<T> = PhantomData<fn() -> T>;
#[allow(dead_code)]
pub(crate) struct KStreamWindowAggregateProcessor<K, V, VA, I, A> {
pub store_name: String,
pub windows: TimeWindows,
pub init: I,
pub agg: A,
pub _pd: Marker<(K, V, VA)>,
}
#[async_trait]
impl<K, V, VA, I, A> Processor<K, V, Windowed<K>, Change<VA>>
for KStreamWindowAggregateProcessor<K, V, VA, I, A>
where
K: std::any::Any + Send + Sync + Clone,
V: Send + 'static,
VA: std::any::Any + Send + Clone,
I: Fn() -> VA + Send + 'static,
A: Fn(&K, &V, VA) -> VA + Send + 'static,
{
async fn process(
&mut self,
ctx: &mut ProcessorContext<'_, '_, Windowed<K>, Change<VA>>,
r: Record<K, V>,
) {
let key = r.key.expect("windowed aggregate requires a non-null key");
let size = self.windows.size_ms;
for ws in self.windows.windows_for(r.timestamp) {
let (old, new, new_ts) = {
let store = ctx
.get_window_store::<K, VA>(&self.store_name)
.expect("window store not found");
let prior = store.fetch_single(&key, ws).await;
let stored_ts = prior.as_ref().map_or(i64::MIN, |&(ts, _)| ts);
let old = prior.map(|(_ts, v)| v);
let seed = old.clone().unwrap_or_else(|| (self.init)());
let new = (self.agg)(&key, &r.value, seed);
let new_ts = std::cmp::max(r.timestamp, stored_ts);
store.put(key.clone(), ws, new.clone(), new_ts).await;
(old, new, new_ts)
};
ctx.forward(Record::new(
Some(Windowed {
key: key.clone(),
window: Window {
start: ws,
end: ws + size,
},
}),
Change::update(old, new),
new_ts,
));
}
}
}
#[allow(dead_code)]
pub(crate) struct KStreamWindowReduceProcessor<K, V, R> {
pub store_name: String,
pub windows: TimeWindows,
pub reducer: R,
pub _pd: Marker<(K, V)>,
}
#[async_trait]
impl<K, V, R> Processor<K, V, Windowed<K>, Change<V>> for KStreamWindowReduceProcessor<K, V, R>
where
K: std::any::Any + Send + Sync + Clone,
V: std::any::Any + Send + Clone,
R: Fn(&V, &V) -> V + Send + 'static,
{
async fn process(
&mut self,
ctx: &mut ProcessorContext<'_, '_, Windowed<K>, Change<V>>,
r: Record<K, V>,
) {
let key = r.key.expect("windowed reduce requires a non-null key");
let size = self.windows.size_ms;
for ws in self.windows.windows_for(r.timestamp) {
let (old, new, new_ts) = {
let store = ctx
.get_window_store::<K, V>(&self.store_name)
.expect("window store not found");
let prior = store.fetch_single(&key, ws).await;
let stored_ts = prior.as_ref().map_or(i64::MIN, |&(ts, _)| ts);
let old = prior.map(|(_ts, v)| v);
let new = match &old {
None => r.value.clone(),
Some(acc) => (self.reducer)(acc, &r.value),
};
let new_ts = std::cmp::max(r.timestamp, stored_ts);
store.put(key.clone(), ws, new.clone(), new_ts).await;
(old, new, new_ts)
};
ctx.forward(Record::new(
Some(Windowed {
key: key.clone(),
window: Window {
start: ws,
end: ws + size,
},
}),
Change::update(old, new),
new_ts,
));
}
}
}
#[cfg(test)]
mod tests {
use std::collections::VecDeque;
use std::marker::PhantomData;
use super::*;
use crate::dsl::windows::{TimeWindows, Window, Windowed};
use crate::processor::api::ProcessorContext;
use crate::processor::erased::{Dispatch, ErasedRecord};
use crate::processor::record::{Record, RecordContext};
use crate::processor::serde::{I64Serde, StringSerde};
use crate::store::registry::StoreRegistry;
use crate::store::window::WindowBytesStore;
#[tokio::test]
async fn windowed_count_tumbling_emits_per_window() {
let mut stores = StoreRegistry::default();
stores.insert(Box::new(WindowBytesStore::<String, i64>::in_memory(
"w".into(),
Box::new(StringSerde),
Box::new(I64Serde),
"app-w-changelog".into(),
)));
let children = [0usize];
let mut buffer: VecDeque<(usize, ErasedRecord)> = VecDeque::new();
let mut output = Vec::new();
let rc = RecordContext {
topic: "in".into(),
partition: 0,
offset: 0,
timestamp: 0,
};
let mut proc = KStreamWindowAggregateProcessor {
store_name: "w".into(),
windows: TimeWindows::of_size(10),
init: || 0i64,
agg: |_k: &String, _v: &String, a: i64| a + 1,
_pd: PhantomData::<fn() -> (String, String, i64)>,
};
{
let globals = crate::runtime::global::GlobalStateManager::default();
let mut scheds = Vec::new();
let mut d = Dispatch {
buffer: &mut buffer,
children: &children,
output: &mut output,
record_ctx: &rc,
stores: &mut stores,
globals: &globals,
node_idx: 0,
schedules: &mut scheds,
sched_stream_time: i64::MIN,
sched_wall_clock: 0,
};
let mut ctx = ProcessorContext::<'_, '_, Windowed<String>, Change<i64>>::new(&mut d);
proc.process(&mut ctx, Record::new(Some("a".into()), "x".into(), 3))
.await;
}
let (_, rec) = buffer.pop_front().unwrap();
let change = rec.value.downcast::<Change<i64>>().unwrap();
let key = rec.key.unwrap().downcast::<Windowed<String>>().unwrap();
assert_eq!(key.window, Window { start: 0, end: 10 });
assert_eq!(change.old, None);
assert_eq!(change.new, Some(1));
{
let globals = crate::runtime::global::GlobalStateManager::default();
let mut scheds = Vec::new();
let mut d = Dispatch {
buffer: &mut buffer,
children: &children,
output: &mut output,
record_ctx: &rc,
stores: &mut stores,
globals: &globals,
node_idx: 0,
schedules: &mut scheds,
sched_stream_time: i64::MIN,
sched_wall_clock: 0,
};
let mut ctx = ProcessorContext::<'_, '_, Windowed<String>, Change<i64>>::new(&mut d);
proc.process(&mut ctx, Record::new(Some("a".into()), "x".into(), 7))
.await;
}
let (_, rec2) = buffer.pop_front().unwrap();
let change2 = rec2.value.downcast::<Change<i64>>().unwrap();
assert_eq!(change2.old, Some(1));
assert_eq!(change2.new, Some(2));
{
let globals = crate::runtime::global::GlobalStateManager::default();
let mut scheds = Vec::new();
let mut d = Dispatch {
buffer: &mut buffer,
children: &children,
output: &mut output,
record_ctx: &rc,
stores: &mut stores,
globals: &globals,
node_idx: 0,
schedules: &mut scheds,
sched_stream_time: i64::MIN,
sched_wall_clock: 0,
};
let mut ctx = ProcessorContext::<'_, '_, Windowed<String>, Change<i64>>::new(&mut d);
proc.process(&mut ctx, Record::new(Some("a".into()), "x".into(), 12))
.await;
}
let (_, rec3) = buffer.pop_front().unwrap();
assert_eq!(
rec3.key
.unwrap()
.downcast::<Windowed<String>>()
.unwrap()
.window,
Window { start: 10, end: 20 }
);
assert_eq!(rec3.value.downcast::<Change<i64>>().unwrap().new, Some(1));
}
}