yiguolei commented on code in PR #18051:
URL: https://github.com/apache/doris/pull/18051#discussion_r1156691824


##########
be/src/vec/exec/vaggregation_node.cpp:
##########
@@ -1127,6 +1204,205 @@ Status 
AggregationNode::_pre_agg_with_serialized_key(doris::vectorized::Block* i
     return Status::OK();
 }
 
+struct PartitionHelper {
+    static constexpr size_t PartitionCountBits = 4;
+    static constexpr size_t PartitionCount = 1 << PartitionCountBits;
+    static constexpr size_t MaxPartitionIndex = PartitionCount - 1;
+
+    static size_t get_index(size_t hash_value) {
+        return (hash_value >> (32 - PartitionCountBits)) & MaxPartitionIndex;
+    }
+};
+
+template <typename HashTableCtxType, typename HashTableType, typename KeyType>
+Status AggregationNode::_serialize_hash_table_to_block(HashTableCtxType& 
context,
+                                                       HashTableType& 
hash_table, Block& block,
+                                                       std::vector<KeyType>& 
keys_) {
+    int key_size = _probe_expr_ctxs.size();
+    int agg_size = _aggregate_evaluators.size();
+
+    MutableColumns value_columns(agg_size);
+    DataTypes value_data_types(agg_size);
+    MutableColumns key_columns;
+
+    for (int i = 0; i < key_size; ++i) {
+        
key_columns.emplace_back(_probe_expr_ctxs[i]->root()->data_type()->create_column());
+    }
+
+    if (_use_fixed_length_serialization_opt) {
+        for (size_t i = 0; i < _aggregate_evaluators.size(); ++i) {
+            value_data_types[i] = 
_aggregate_evaluators[i]->function()->get_serialized_type();
+            value_columns[i] = 
_aggregate_evaluators[i]->function()->create_serialize_column();
+        }
+    } else {
+        auto serialize_string_type = std::make_shared<DataTypeString>();
+        for (int i = 0; i < _aggregate_evaluators.size(); ++i) {
+            value_data_types[i] = serialize_string_type;
+            value_columns[i] = serialize_string_type->create_column();
+        }
+    }
+
+    context.init_once();
+    const auto size = hash_table.size();
+    std::vector<KeyType> keys(size);
+    if (_values.size() < size) {
+        _values.resize(size);
+    }
+
+    size_t num_rows = 0;
+    _aggregate_data_container->init_once();
+    auto& iter = _aggregate_data_container->iterator;
+
+    {
+        while (iter != _aggregate_data_container->end()) {
+            keys[num_rows] = iter.get_key<KeyType>();
+            _values[num_rows] = iter.get_aggregate_data();
+            ++iter;
+            ++num_rows;
+        }
+    }
+
+    { context.insert_keys_into_columns(keys, key_columns, num_rows, 
_probe_key_sz); }
+
+    if (hash_table.has_null_key_data()) {
+        // only one key of group by support wrap null key
+        // here need additional processing logic on the null key / value
+        CHECK(key_columns.size() == 1);
+        CHECK(key_columns[0]->is_nullable());
+        key_columns[0]->insert_data(nullptr, 0);
+
+        // Here is no need to set `keys[num_rows]`, keep it as default value.
+        _values[num_rows] = hash_table.get_null_key_data();
+        ++num_rows;
+    }
+
+    if (_use_fixed_length_serialization_opt) {
+        for (size_t i = 0; i < _aggregate_evaluators.size(); ++i) {
+            _aggregate_evaluators[i]->function()->serialize_to_column(
+                    _values, _offsets_of_aggregate_states[i], 
value_columns[i], num_rows);
+        }
+    } else {
+        std::vector<VectorBufferWriter> value_buffer_writers;
+        for (int i = 0; i < _aggregate_evaluators.size(); ++i) {
+            value_buffer_writers.emplace_back(
+                    *reinterpret_cast<ColumnString*>(value_columns[i].get()));
+        }
+        for (size_t i = 0; i < _aggregate_evaluators.size(); ++i) {
+            _aggregate_evaluators[i]->function()->serialize_vec(
+                    _values, _offsets_of_aggregate_states[i], 
value_buffer_writers[i], num_rows);
+        }
+    }
+
+    ColumnsWithTypeAndName columns_with_schema;
+    for (int i = 0; i < key_size; ++i) {
+        columns_with_schema.emplace_back(std::move(key_columns[i]),
+                                         
_probe_expr_ctxs[i]->root()->data_type(),
+                                         
_probe_expr_ctxs[i]->root()->expr_name());
+    }
+    for (int i = 0; i < agg_size; ++i) {
+        columns_with_schema.emplace_back(std::move(value_columns[i]), 
value_data_types[i],
+                                         
_aggregate_evaluators[i]->function()->get_name());
+    }
+
+    block = columns_with_schema;
+    keys_.swap(keys);
+    return Status::OK();
+}
+
+template <typename HashTableCtxType, typename HashTableType>
+Status AggregationNode::_spill_hash_table(HashTableCtxType& agg_method, 
HashTableType& hash_table) {
+    Block block;
+    std::vector<typename HashTableType::key_type> keys;
+    RETURN_IF_ERROR(_serialize_hash_table_to_block(agg_method, hash_table, 
block, keys));
+    CHECK_EQ(block.rows(), hash_table.size());
+    CHECK_EQ(keys.size(), block.rows());
+
+    if (!_spill_context.has_data) {
+        _spill_context.has_data = true;
+        _spill_context.runtime_profile = 
_runtime_profile->create_child("Spill", true, true);
+    }
+
+    BlockSpillWriterUPtr writer;
+    RETURN_IF_ERROR(ExecEnv::GetInstance()->block_spill_mgr()->get_writer(
+            std::numeric_limits<int32_t>::max(), writer, 
_spill_context.runtime_profile));
+    Defer defer {[&]() {
+        // redundant call is ok
+        writer->close();
+    }};
+    _spill_context.stream_ids.emplace_back(writer->get_id());
+
+    std::vector<size_t> partitioned_indices(block.rows());
+    std::array<size_t, PartitionHelper::PartitionCount> blocks_rows = {0};
+
+    for (size_t i = 0; i < block.rows(); ++i) {
+        const auto index = 
PartitionHelper::get_index(hash_table.hash(keys[i]));
+        partitioned_indices[i] = index;
+        blocks_rows[index]++;
+    }
+
+    for (size_t i = 0; i < PartitionHelper::PartitionCount; ++i) {
+        Block block_to_write = block.clone_empty();
+        if (blocks_rows[i] == 0) {
+            writer->write(block_to_write);
+            continue;
+        }
+
+        MutableBlock mutable_block(std::move(block_to_write));
+
+        for (auto& column : mutable_block.mutable_columns()) {
+            column->reserve(blocks_rows[i]);
+        }
+
+        size_t begin = 0;
+        size_t length = 0;
+        for (size_t j = 0; j < partitioned_indices.size(); ++j) {
+            if (partitioned_indices[j] != i) {
+                if (length > 0) {
+                    mutable_block.add_rows(&block, begin, length);
+                }
+                length = 0;
+                continue;
+            }
+
+            if (length == 0) {
+                begin = j;
+            }
+            length++;
+        }
+
+        if (length > 0) {
+            mutable_block.add_rows(&block, begin, length);
+        }
+
+        CHECK_EQ(mutable_block.rows(), blocks_rows[i]);
+        RETURN_IF_ERROR(writer->write(mutable_block.to_block()));
+    }
+    RETURN_IF_ERROR(writer->close());
+
+    return Status::OK();
+}
+
+Status AggregationNode::_spill_to_disk(bool eos) {

Review Comment:
   rename to  _try_spill_disk



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