diff

Signed-off-by: Jay Zhan <[email protected]>

datafusion/core/src/physical_optimizer/sanity_checker.rs

@@ -215,7 +215,7 @@ mod tests {
 
         let test2 = BinaryTestCase {
             source_types: (SourceType::Bounded, SourceType::Unbounded),
-            expect_fail: true,
+            expect_fail: false,
         };
         let test3 = BinaryTestCase {
             source_types: (SourceType::Bounded, SourceType::Bounded),
@@ -290,7 +290,7 @@ mod tests {
         };
         let test2 = BinaryTestCase {
             source_types: (SourceType::Bounded, SourceType::Unbounded),
-            expect_fail: true,
+            expect_fail: false,
         };
         let test3 = BinaryTestCase {
             source_types: (SourceType::Bounded, SourceType::Bounded),
@@ -668,4 +668,4 @@ mod tests {
         assert_sanity_check(&smj, false);
         Ok(())
     }
-}
+}

datafusion/physical-plan/src/joins/hash_join.rs

@@ -77,8 +77,27 @@ use datafusion_physical_expr_common::datum::compare_op_for_nested;
 use futures::{ready, Stream, StreamExt, TryStreamExt};
 use parking_lot::Mutex;
 
+// THESE IMPORTS ARE ARAS ONLY
+use super::utils::{build_join_watermark_schema, generate_join_watermark};
+use crate::watermark::is_record_batch_a_watermark;
+use crate::{
+    CheckpointCommon, CheckpointMode, CheckpointingState, RecoveryMode, WatermarkMode,
+};
+
+use datafusion_common::{exec_err, plan_datafusion_err};
+use datafusion_execution::state::checkpoint_client::{
+    generate_checkpoint_message, parse_checkpoint_message,
+};
+use datafusion_execution::state::CheckpointLevel;
+use datafusion_state_proto::state_protobuf;
+
+use futures::FutureExt;
+use prost::Message;
+
 type SharedBitmapBuilder = Mutex<BooleanBufferBuilder>;
 
+/// THIS STRUCT IS COMMON, MODIFIED BY ARAS
+///
 /// HashTable and input data for the left (build side) of a join
 struct JoinLeftData {
     /// The hash table with indices into `batch`
@@ -90,9 +109,11 @@ struct JoinLeftData {
     /// Counter of running probe-threads, potentially
     /// able to update `visited_indices_bitmap`
     probe_threads_counter: AtomicUsize,
-    /// Memory reservation that tracks memory used by `hash_map` hash table
-    /// `batch`. Cleared on drop.
-    _reservation: MemoryReservation,
+    /// THIS MEMBER IS ARAS ONLY
+    ///
+    /// Hash values stored in the hash table. Outer vector runs over batches,
+    /// inner vector runs over rows.
+    batches_hash_values: Vec<Vec<u64>>,
 }
 
 impl JoinLeftData {
@@ -102,14 +123,14 @@ impl JoinLeftData {
         batch: RecordBatch,
         visited_indices_bitmap: SharedBitmapBuilder,
         probe_threads_counter: AtomicUsize,
-        reservation: MemoryReservation,
+        batches_hash_values: Vec<Vec<u64>>,
     ) -> Self {
         Self {
             hash_map,
             batch,
             visited_indices_bitmap,
             probe_threads_counter,
-            _reservation: reservation,
+            batches_hash_values,
         }
     }
 
@@ -525,18 +546,10 @@ impl HashJoinExec {
         };
 
         // Determine execution mode by checking whether this join is pipeline
-        // breaking. This happens when the left side is unbounded, or the right
-        // side is unbounded with `Left`, `Full`, `LeftAnti` or `LeftSemi` join types.
-        let pipeline_breaking = left.execution_mode().is_unbounded()
-            || (right.execution_mode().is_unbounded()
-                && matches!(
-                    join_type,
-                    JoinType::Left
-                        | JoinType::Full
-                        | JoinType::LeftAnti
-                        | JoinType::LeftSemi
-                        | JoinType::LeftMark
-                ));
+        // breaking, which happens when the left side is unbounded. If left side
+        // is bounded, whatever the right side is, we can generate the streaming
+        // result for all kinds of join types.
+        let pipeline_breaking = left.execution_mode().is_unbounded();
 
         let mode = if pipeline_breaking {
             ExecutionMode::PipelineBreaking
@@ -866,6 +879,8 @@ async fn collect_left_input(
 
     // Updating hashmap starting from the last batch
     let batches_iter = batches.iter().rev();
+    let mut batches_hash_values = Vec::with_capacity(batches.len());
+
     for batch in batches_iter.clone() {
         hashes_buffer.clear();
         hashes_buffer.resize(batch.num_rows(), 0);
@@ -879,6 +894,7 @@ async fn collect_left_input(
             0,
             true,
         )?;
+        batches_hash_values.push(hashes_buffer.clone());
         offset += batch.num_rows();
     }
     // Merge all batches into a single batch, so we can directly index into the arrays
@@ -902,7 +918,7 @@ async fn collect_left_input(
         single_batch,
         Mutex::new(visited_indices_bitmap),
         AtomicUsize::new(probe_threads_count),
-        reservation,
+        batches_hash_values,
     );
 
     Ok(data)
@@ -1043,7 +1059,10 @@ impl HashJoinStreamState {
     }
 }
 
+/// THIS STRUCT IS COMMON, MODIFIED BY ARAS
+///
 /// Container for HashJoinStreamState::ProcessProbeBatch related data
+#[derive(Debug, Clone)]
 struct ProcessProbeBatchState {
     /// Current probe-side batch
     batch: RecordBatch,
@@ -1333,25 +1352,25 @@ impl HashJoinStream {
             }
             Some(Ok(batch)) => {
                 // Precalculate hash values for fetched batch
-                let keys_values = self
-                    .on_right
-                    .iter()
-                    .map(|c| c.evaluate(&batch)?.into_array(batch.num_rows()))
-                    .collect::<Result<Vec<_>>>()?;
-
-                self.hashes_buffer.clear();
-                self.hashes_buffer.resize(batch.num_rows(), 0);
+                    let keys_values = self
+                        .on_right
+                        .iter()
+                        .map(|c| c.evaluate(&batch)?.into_array(batch.num_rows()))
+                        .collect::<Result<Vec<_>>>()?;
+
+                    self.hashes_buffer.clear();
+                    self.hashes_buffer.resize(batch.num_rows(), 0);
                 create_hashes(&keys_values, &self.random_state, &mut self.hashes_buffer)?;
 
-                self.join_metrics.input_batches.add(1);
-                self.join_metrics.input_rows.add(batch.num_rows());
+                    self.join_metrics.input_batches.add(1);
+                    self.join_metrics.input_rows.add(batch.num_rows());
 
-                self.state =
-                    HashJoinStreamState::ProcessProbeBatch(ProcessProbeBatchState {
-                        batch,
-                        offset: (0, None),
-                        joined_probe_idx: None,
-                    });
+                    self.state =
+                        HashJoinStreamState::ProcessProbeBatch(ProcessProbeBatchState {
+                            batch,
+                            offset: (0, None),
+                            joined_probe_idx: None,
+                        });
             }
             Some(Err(err)) => return Poll::Ready(Err(err)),
         };
@@ -4083,4 +4102,4 @@ mod tests {
     fn columns(schema: &Schema) -> Vec<String> {
         schema.fields().iter().map(|f| f.name().clone()).collect()
     }
-}
+}