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dynamic_batching.rs
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dynamic_batching.rs
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use blueriver::{run_topology_1_with_batcher, batcher::BatchProcessor, BATCH_TIMEOUT};
#[tokio::main]
async fn main() {
let producer_factory = || Prod;
let producer_concurrency = 3;
let producer_router = RouterType::RoundRobin;
let producer_buffer_pool = 100;
let proc_factory = || Layer1Process;
let proc_concurrency = 3;
let proc_router = RouterType::Partition;
let proc_buffer_size = 10;
let batcher_factory = || Batcher;
let batcher_concurrency = 2;
let batcher_buffer_size = 10;
let batcher_batch_size = 10;
let batcher_batch_timeout: BATCH_TIMEOUT;
// ---> batcher[category_id]
// /
// / processor-1 /
// producer-1 / -----> batcher[category_id]
// producer-2 ---- processor-2 \
// producer-3 \ \
// \ processor-3 -----> batcher[category_id]
let safe_shutdown =
run_topology_1_with_batcher(
producer_factory,
producer_concurrency,
producer_router,
producer_buffer_pool,
proc_factory,
proc_concurrency,
proc_router,
proc_buffer_size,
batcher_factory,
batcher_concurrency,
batcher_buffer_size,
batcher_batch_size,
batcher_batch_timeout
);
// Safe Shutdown from (Producer) to (Layer_X_Processor)
safe_shutdown.send(());
}
enum Category {
Cars,
Mobiles,
Accessories
}
struct Product {
ctype: Category
}
struct Prod;
#[async_trait]
impl Producer<Product> for Prod {
async fn init(&mut self) {}
async fn terminate(&mut self) {}
async fn drain(&mut self, _buffer: VecDeque<Product>) {}
async fn fill_buffer(&mut self, buffer_size: usize) -> Result<VecDeque<Product>, Terminate> {
Ok((0..buffer_size)
.into_iter()
.map(|i| {
let ctype = match i {
1 | 2 => Category::Cars,
3 | 4 => Category::Mobiles,
5 => Category::Accessories
};
Product {
ctype
}
})
.collect::<VecDeque<Product>>())
}
}
struct Layer1Process;
#[async_trait]
impl Processor<Product, Product> for Layer1Process {
async fn init(&mut self) {}
async fn terminate(&mut self) {}
async fn handle_message(&mut self, msg: Product) -> ProcResult<Product> {
// Parition_key
let pk = match msg.ctype {
Category::Cars => "cars".to_owned(),
Category::Mobiles => "mobiles".to_owned(),
Category::Accessories => "accessories".to_owned()
};
ProcResult::Dispatch(msg, Some(pk))
}
}
struct Batcher;
impl Batcher {
pub fn batch_cars_insert(&self, batch: Vec<Product>) {
()
}
pub fn batch_mobiles_insert(&self, msg: Product) {
()
}
pub fn batch_accessories_insert(&self, msg: Product) {
()
}
}
#[async_trait]
impl BatchProcessor<Product, ()> for Batcher {
async fn init(&mut self) {}
async fn terminate(&mut self) {}
async fn drain(&mut self, batch: Vec<Product>);
async fn handle_batch(&mut self, batch: Vec<Product>) -> Result<(), BatcherTerminate<Input>> {
// we just check first product
// because we now all others same for current instance
let ct = batch[0].ctype;
match ct {
Category::Cars => {
self.batch_cars_insert(batch);
}
Category::Mobiles => {
self.batch_mobiles_insert(batch);
}
Category::Accessories => {
self.batch_accessories_insert(batch);
}
}
ProcResult::Continue
}
}