Demonstrate container input batching (#556)

examples/columnar.rs

@@ -1,7 +1,7 @@
 //! Wordcount based on `columnar`.
 
 use {
-    timely::container::CapacityContainerBuilder,
+    timely::container::{Container, CapacityContainerBuilder},
     timely::dataflow::channels::pact::ExchangeCore,
     timely::dataflow::InputHandleCore,
     timely::dataflow::ProbeHandle,
@@ -43,8 +43,8 @@ fn main() {
             let data = data_input.to_stream(scope);
             let keys = keys_input.to_stream(scope);
 
-            let data_pact = ExchangeCore::<ColumnBuilder<((String,()),u64,i64)>,_>::new_core(|x: &((&str,()),&u64,&i64)| (x.0).0.as_bytes().iter().sum::<u8>() as u64);
-            let keys_pact = ExchangeCore::<ColumnBuilder<((String,()),u64,i64)>,_>::new_core(|x: &((&str,()),&u64,&i64)| (x.0).0.as_bytes().iter().sum::<u8>() as u64);
+            let data_pact = ExchangeCore::<ColumnBuilder<((String,()),u64,i64)>,_>::new_core(|x: &((&str,()),&u64,&i64)| (x.0).0.as_bytes().iter().map(|x| *x as u64).sum::<u64>() as u64);
+            let keys_pact = ExchangeCore::<ColumnBuilder<((String,()),u64,i64)>,_>::new_core(|x: &((&str,()),&u64,&i64)| (x.0).0.as_bytes().iter().map(|x| *x as u64).sum::<u64>() as u64);
 
             let data = arrange_core::<_,_,Col2KeyBatcher<_,_,_>, ColKeyBuilder<_,_,_>, ColKeySpine<_,_,_>>(&data, data_pact, "Data");
             let keys = arrange_core::<_,_,Col2KeyBatcher<_,_,_>, ColKeyBuilder<_,_,_>, ColKeySpine<_,_,_>>(&keys, keys_pact, "Keys");
@@ -54,16 +54,25 @@ fn main() {
 
         });
 
+        // Resources for placing input data in containers.
+        use std::fmt::Write;
+        let mut buffer = String::default();
+        let mut container = Container::default();
+
         // Load up data in batches.
         let mut counter = 0;
         while counter < 10 * keys {
             let mut i = worker.index();
             let time = *data_input.time();
             while i < size {
                 let val = (counter + i) % keys;
-                data_input.send(((&format!("{:?}", val), ()), time, 1));
+                write!(buffer, "{:?}", val).unwrap();
+                container.push(((&buffer, ()), time, 1));
+                buffer.clear();
                 i += worker.peers();
             }
+            data_input.send_batch(&mut container);
+            container.clear();
             counter += size;
             data_input.advance_to(data_input.time() + 1);
             keys_input.advance_to(keys_input.time() + 1);
@@ -80,9 +89,13 @@ fn main() {
             let time = *data_input.time();
             while i < size {
                 let val = (queries + i) % keys;
-                data_input.send(((&format!("{:?}", val), ()), time, 1));
+                write!(buffer, "{:?}", val).unwrap();
+                container.push(((&buffer, ()), time, 1));
+                buffer.clear();
                 i += worker.peers();
             }
+            data_input.send_batch(&mut container);
+            container.clear();
             queries += size;
             data_input.advance_to(data_input.time() + 1);
             keys_input.advance_to(keys_input.time() + 1);
@@ -293,7 +306,7 @@ mod builder {
             let words = self.current.borrow().length_in_words();
             let round = (words + ((1 << 18) - 1)) & !((1 << 18) - 1);
             if round - words < round / 10 {
-                let mut alloc = Vec::with_capacity(round);
+                let mut alloc = Vec::with_capacity(8 * words);
                 columnar::bytes::serialization::encode(&mut alloc, self.current.borrow().as_bytes());
                 self.pending.push_back(Column::Align(alloc.into_boxed_slice()));
                 self.current.clear();
@@ -328,7 +341,12 @@ mod builder {
         #[inline]
         fn finish(&mut self) -> Option<&mut Self::Container> {
             if !self.current.is_empty() {
-                self.pending.push_back(Column::Typed(std::mem::take(&mut self.current)));
+                use columnar::Container;
+                let words = self.current.borrow().length_in_words();
+                let mut alloc = Vec::with_capacity(8 * words);
+                columnar::bytes::serialization::encode(&mut alloc, self.current.borrow().as_bytes());
+                self.pending.push_back(Column::Align(alloc.into_boxed_slice()));
+                self.current.clear();
             }
             self.empty = self.pending.pop_front();
             self.empty.as_mut()