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4f9c0fd083
Summary: Add a merge operator that allows users to register specific aggregation function so that they can does aggregation based per key using different aggregation types. See comments of function CreateAggMergeOperator() for actual usage. Pull Request resolved: https://github.com/facebook/rocksdb/pull/9780 Test Plan: Add a unit test to coverage various cases. Reviewed By: ltamasi Differential Revision: D35267444 fbshipit-source-id: 5b02f31c4f3e17e96dd4025cdc49fca8c2868628
239 lines
7.3 KiB
C++
239 lines
7.3 KiB
C++
// Copyright (c) 2017-present, Facebook, Inc. All rights reserved.
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// This source code is licensed under both the GPLv2 (found in the
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// COPYING file in the root directory) and Apache 2.0 License
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// (found in the LICENSE.Apache file in the root directory).
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#include "utilities/agg_merge/agg_merge.h"
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#include <assert.h>
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#include <deque>
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#include <memory>
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#include <type_traits>
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#include <utility>
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#include <vector>
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#include "port/lang.h"
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#include "port/likely.h"
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#include "rocksdb/merge_operator.h"
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#include "rocksdb/slice.h"
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#include "rocksdb/utilities/agg_merge.h"
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#include "rocksdb/utilities/options_type.h"
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#include "util/coding.h"
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#include "utilities/merge_operators.h"
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namespace ROCKSDB_NAMESPACE {
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static std::unordered_map<std::string, std::unique_ptr<Aggregator>> func_map;
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const std::string kUnnamedFuncName = "";
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const std::string kErrorFuncName = "kErrorFuncName";
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Status AddAggregator(const std::string& function_name,
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std::unique_ptr<Aggregator>&& agg) {
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if (function_name == kErrorFuncName) {
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return Status::InvalidArgument(
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"Cannot register function name kErrorFuncName");
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}
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func_map.emplace(function_name, std::move(agg));
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return Status::OK();
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}
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AggMergeOperator::AggMergeOperator() {}
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std::string EncodeAggFuncAndPayloadNoCheck(const Slice& function_name,
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const Slice& value) {
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std::string result;
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PutLengthPrefixedSlice(&result, function_name);
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result += value.ToString();
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return result;
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}
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Status EncodeAggFuncAndPayload(const Slice& function_name, const Slice& payload,
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std::string& output) {
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if (function_name == kErrorFuncName) {
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return Status::InvalidArgument("Cannot use error function name");
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}
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if (function_name != kUnnamedFuncName &&
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func_map.find(function_name.ToString()) == func_map.end()) {
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return Status::InvalidArgument("Function name not registered");
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}
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output = EncodeAggFuncAndPayloadNoCheck(function_name, payload);
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return Status::OK();
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}
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bool ExtractAggFuncAndValue(const Slice& op, Slice& func, Slice& value) {
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value = op;
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return GetLengthPrefixedSlice(&value, &func);
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}
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bool ExtractList(const Slice& encoded_list, std::vector<Slice>& decoded_list) {
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decoded_list.clear();
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Slice list_slice = encoded_list;
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Slice item;
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while (GetLengthPrefixedSlice(&list_slice, &item)) {
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decoded_list.push_back(item);
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}
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return list_slice.empty();
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}
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class AggMergeOperator::Accumulator {
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public:
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bool Add(const Slice& op, bool is_partial_aggregation) {
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if (ignore_operands_) {
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return true;
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}
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Slice my_func;
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Slice my_value;
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bool ret = ExtractAggFuncAndValue(op, my_func, my_value);
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if (!ret) {
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ignore_operands_ = true;
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return true;
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}
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// Determine whether we need to do partial merge.
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if (is_partial_aggregation && !my_func.empty()) {
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auto f = func_map.find(my_func.ToString());
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if (f == func_map.end() || !f->second->DoPartialAggregate()) {
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return false;
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}
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}
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if (!func_valid_) {
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if (my_func != kUnnamedFuncName) {
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func_ = my_func;
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func_valid_ = true;
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}
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} else if (func_ != my_func) {
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// User switched aggregation function. Need to aggregate the older
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// one first.
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// Previous aggreagion can't be done in partial merge
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if (is_partial_aggregation) {
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func_valid_ = false;
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ignore_operands_ = true;
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return false;
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}
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// We could consider stashing an iterator into the hash of aggregators
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// to avoid repeated lookups when the aggregator doesn't change.
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auto f = func_map.find(func_.ToString());
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if (f == func_map.end() || !f->second->Aggregate(values_, scratch_)) {
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func_valid_ = false;
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ignore_operands_ = true;
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return true;
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}
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std::swap(scratch_, aggregated_);
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values_.clear();
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values_.push_back(aggregated_);
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func_ = my_func;
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}
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values_.push_back(my_value);
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return true;
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}
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// Return false if aggregation fails.
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// One possible reason
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bool GetResult(std::string& result) {
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if (!func_valid_) {
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return false;
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}
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auto f = func_map.find(func_.ToString());
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if (f == func_map.end()) {
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return false;
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}
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if (!f->second->Aggregate(values_, scratch_)) {
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return false;
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}
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result = EncodeAggFuncAndPayloadNoCheck(func_, scratch_);
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return true;
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}
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void Clear() {
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func_.clear();
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values_.clear();
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aggregated_.clear();
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scratch_.clear();
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ignore_operands_ = false;
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func_valid_ = false;
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}
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private:
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Slice func_;
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std::vector<Slice> values_;
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std::string aggregated_;
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std::string scratch_;
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bool ignore_operands_ = false;
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bool func_valid_ = false;
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};
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// Creating and using a new Accumulator might invoke multiple malloc and is
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// expensive if it needs to be done when processing each merge operation.
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// AggMergeOperator's merge operators can be invoked concurrently by multiple
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// threads so we cannot simply create one Aggregator and reuse.
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// We use thread local instances instead.
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AggMergeOperator::Accumulator& AggMergeOperator::GetTLSAccumulator() {
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static thread_local Accumulator tls_acc;
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tls_acc.Clear();
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return tls_acc;
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}
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void AggMergeOperator::PackAllMergeOperands(const MergeOperationInput& merge_in,
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MergeOperationOutput& merge_out) {
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merge_out.new_value = "";
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PutLengthPrefixedSlice(&merge_out.new_value, kErrorFuncName);
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if (merge_in.existing_value != nullptr) {
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PutLengthPrefixedSlice(&merge_out.new_value, *merge_in.existing_value);
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}
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for (const Slice& op : merge_in.operand_list) {
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PutLengthPrefixedSlice(&merge_out.new_value, op);
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}
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}
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bool AggMergeOperator::FullMergeV2(const MergeOperationInput& merge_in,
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MergeOperationOutput* merge_out) const {
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Accumulator& agg = GetTLSAccumulator();
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if (merge_in.existing_value != nullptr) {
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agg.Add(*merge_in.existing_value, /*is_partial_aggregation=*/false);
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}
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for (const Slice& e : merge_in.operand_list) {
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agg.Add(e, /*is_partial_aggregation=*/false);
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}
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bool succ = agg.GetResult(merge_out->new_value);
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if (!succ) {
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// If aggregation can't happen, pack all merge operands. In contrast to
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// merge operator, we don't want to fail the DB. If users insert wrong
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// format or call unregistered an aggregation function, we still hope
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// the DB can continue functioning with other keys.
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PackAllMergeOperands(merge_in, *merge_out);
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}
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agg.Clear();
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return true;
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}
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bool AggMergeOperator::PartialMergeMulti(const Slice& /*key*/,
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const std::deque<Slice>& operand_list,
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std::string* new_value,
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Logger* /*logger*/) const {
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Accumulator& agg = GetTLSAccumulator();
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bool do_aggregation = true;
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for (const Slice& item : operand_list) {
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do_aggregation = agg.Add(item, /*is_partial_aggregation=*/true);
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if (!do_aggregation) {
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break;
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}
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}
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if (do_aggregation) {
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do_aggregation = agg.GetResult(*new_value);
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}
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agg.Clear();
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return do_aggregation;
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}
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std::shared_ptr<MergeOperator> GetAggMergeOperator() {
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STATIC_AVOID_DESTRUCTION(std::shared_ptr<MergeOperator>, instance)
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(std::make_shared<AggMergeOperator>());
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assert(instance);
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return instance;
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}
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} // namespace ROCKSDB_NAMESPACE
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