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[Enhancement] Support aggregate function map_agg.
Signed-off-by: Song Jiacheng <[email protected]>
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// Copyright 2021-present StarRocks, Inc. All rights reserved. | ||
// | ||
// Licensed under the Apache License, Version 2.0 (the "License"); | ||
// you may not use this file except in compliance with the License. | ||
// You may obtain a copy of the License at | ||
// | ||
// https://www.apache.org/licenses/LICENSE-2.0 | ||
// | ||
// Unless required by applicable law or agreed to in writing, software | ||
// distributed under the License is distributed on an "AS IS" BASIS, | ||
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
// See the License for the specific language governing permissions and | ||
// limitations under the License. | ||
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#pragma once | ||
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#include <fmt/format.h> | ||
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#include "column/binary_column.h" | ||
#include "column/column.h" | ||
#include "column/column_helper.h" | ||
#include "column/fixed_length_column.h" | ||
#include "column/hash_set.h" | ||
#include "column/map_column.h" | ||
#include "column/type_traits.h" | ||
#include "exprs/agg/aggregate.h" | ||
#include "exprs/function_context.h" | ||
#include "gutil/casts.h" | ||
#include "util/phmap/phmap.h" | ||
#include "util/time.h" | ||
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namespace starrocks { | ||
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template <LogicalType KT, typename MyHashMap = std::map<int, Datum>> | ||
struct MapAggAggregateFunctionState : public AggregateFunctionEmptyState { | ||
using KeyColumnType = RunTimeColumnType<KT>; | ||
using KeyType = typename SliceHashSet::key_type; | ||
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MyHashMap hash_map; | ||
void update(MemPool* mem_pool, const KeyColumnType& arg_key_column, const Column& arg_value_column, size_t offset, | ||
size_t count) { | ||
for (int i = offset; i < offset + count; i++) { | ||
if constexpr (!lt_is_string<KT>) { | ||
auto key = arg_key_column.get_data()[i]; | ||
auto value = arg_value_column.get(i); | ||
hash_map.emplace(key, value); | ||
} else { | ||
auto raw_key = arg_key_column.get_slice(i); | ||
KeyType key(raw_key); | ||
if (!hash_map.contains(key)) { | ||
uint8_t* pos = mem_pool->allocate(key.size); | ||
memcpy(pos, key.data, key.size); | ||
hash_map.emplace(Slice(pos, key.size), arg_value_column.get(i)); | ||
} | ||
} | ||
} | ||
} | ||
}; | ||
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template <LogicalType KT, typename MyHashMap = std::map<int, int>> | ||
class MapAggAggregateFunction final : public AggregateFunctionBatchHelper<MapAggAggregateFunctionState<KT, MyHashMap>, | ||
MapAggAggregateFunction<KT, MyHashMap>> { | ||
public: | ||
using KeyColumnType = RunTimeColumnType<KT>; | ||
using CppType = RunTimeCppType<KT>; | ||
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void update(FunctionContext* ctx, const Column** columns, AggDataPtr __restrict state, | ||
size_t row_num) const override { | ||
// Key could not be null. | ||
if ((columns[0]->is_nullable() && columns[0]->is_null(row_num)) || columns[0]->only_null()) { | ||
return; | ||
} | ||
const auto& key_column = down_cast<const KeyColumnType&>(*ColumnHelper::get_data_column(columns[0])); | ||
this->data(state).update(ctx->mem_pool(), key_column, *columns[1], row_num, 1); | ||
} | ||
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void merge(FunctionContext* ctx, const Column* column, AggDataPtr __restrict state, size_t row_num) const override { | ||
auto map_column = down_cast<const MapColumn*>(ColumnHelper::get_data_column(column)); | ||
auto& offsets = map_column->offsets().get_data(); | ||
if (offsets[row_num + 1] > offsets[row_num]) { | ||
this->data(state).update( | ||
ctx->mem_pool(), | ||
*down_cast<KeyColumnType*>(ColumnHelper::get_data_column(map_column->keys_column().get())), | ||
map_column->values(), offsets[row_num], offsets[row_num + 1] - offsets[row_num]); | ||
} | ||
} | ||
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void serialize_to_column(FunctionContext* ctx, ConstAggDataPtr __restrict state, Column* to) const override { | ||
auto& state_impl = this->data(state); | ||
auto* map_column = down_cast<MapColumn*>(ColumnHelper::get_data_column(to)); | ||
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auto elem_size = state_impl.hash_map.size(); | ||
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auto* key_column = down_cast<KeyColumnType*>(ColumnHelper::get_data_column(map_column->keys_column().get())); | ||
if constexpr (lt_is_string<KT>) { | ||
for (const auto& entry : state_impl.hash_map) { | ||
key_column->append(Slice(entry.first.data, entry.first.size)); | ||
map_column->values_column()->append_datum(entry.second); | ||
} | ||
} else { | ||
for (const auto& entry : state_impl.hash_map) { | ||
key_column->append(entry.first); | ||
map_column->values_column()->append_datum(entry.second); | ||
} | ||
} | ||
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if (to->is_nullable()) { | ||
down_cast<NullableColumn*>(to)->null_column_data().emplace_back(0); | ||
} | ||
if (map_column->keys_column()->is_nullable()) { | ||
// Key could not be NULL. | ||
auto* nullable_column = down_cast<NullableColumn*>(map_column->keys_column().get()); | ||
nullable_column->null_column_data().resize(nullable_column->null_column_data().size() + elem_size); | ||
} | ||
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auto& offsets = map_column->offsets_column()->get_data(); | ||
offsets.push_back(offsets.back() + elem_size); | ||
} | ||
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void finalize_to_column(FunctionContext* ctx, ConstAggDataPtr __restrict state, Column* to) const override { | ||
serialize_to_column(ctx, state, to); | ||
} | ||
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void convert_to_serialize_format(FunctionContext* ctx, const Columns& src, size_t chunk_size, | ||
ColumnPtr* dst) const override { | ||
auto* column = down_cast<MapColumn*>(ColumnHelper::get_data_column(dst->get())); | ||
auto key_column = column->keys_column(); | ||
auto value_column = column->values_column(); | ||
auto& offsets = column->offsets_column()->get_data(); | ||
for (size_t i = 0; i < chunk_size; i++) { | ||
if ((src[0]->is_nullable() && src[0]->is_null(i)) || src[0]->only_null()) { | ||
offsets.push_back(offsets.back()); | ||
continue; | ||
} | ||
key_column->append(*src[0], i, 1); | ||
value_column->append(*src[1], i, 1); | ||
offsets.push_back(offsets.back() + 1); | ||
} | ||
} | ||
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std::string get_name() const override { return "map_agg"; } | ||
}; | ||
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} // namespace starrocks |
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