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enhance: optimize term expr performance (#45671)
issue: https://github.com/milvus-io/milvus/issues/45641 pr: https://github.com/milvus-io/milvus/pull/45491 Signed-off-by: sunby <sunbingyi1992@gmail.com>
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@ -216,7 +216,7 @@ class FlatVectorElement : public MultiElement {
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In(const ValueType& value) const override {
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if (std::holds_alternative<T>(value)) {
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for (const auto& v : values_) {
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if (v == value)
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if (v == std::get<T>(value))
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return true;
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}
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}
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@ -982,7 +982,7 @@ class SegmentExpr : public Expr {
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template <typename T, typename FUNC, typename... ValTypes>
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VectorPtr
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ProcessIndexChunks(FUNC func, ValTypes... values) {
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ProcessIndexChunks(FUNC func, const ValTypes&... values) {
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typedef std::
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conditional_t<std::is_same_v<T, std::string_view>, std::string, T>
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IndexInnerType;
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@ -837,29 +837,36 @@ PhyTermFilterExpr::ExecVisitorImplForIndex() {
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return nullptr;
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}
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std::vector<IndexInnerType> vals;
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for (auto& val : expr_->vals_) {
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if constexpr (std::is_same_v<T, double>) {
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if (val.has_int64_val()) {
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// only json field will cast int to double because other fields are casted in proxy
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vals.emplace_back(static_cast<double>(val.int64_val()));
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continue;
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if (!arg_inited_) {
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std::vector<IndexInnerType> vals;
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for (auto& val : expr_->vals_) {
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if constexpr (std::is_same_v<T, double>) {
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if (val.has_int64_val()) {
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// only json field will cast int to double because other fields are casted in proxy
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vals.emplace_back(static_cast<double>(val.int64_val()));
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continue;
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}
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}
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// Generic overflow handling for all types
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bool overflowed = false;
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auto converted_val =
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GetValueFromProtoWithOverflow<T>(val, overflowed);
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if (!overflowed) {
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vals.emplace_back(converted_val);
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}
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}
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// Generic overflow handling for all types
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bool overflowed = false;
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auto converted_val = GetValueFromProtoWithOverflow<T>(val, overflowed);
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if (!overflowed) {
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vals.emplace_back(converted_val);
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}
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arg_set_ = std::make_shared<FlatVectorElement<IndexInnerType>>(vals);
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arg_inited_ = true;
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}
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auto execute_sub_batch = [](Index* index_ptr,
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const std::vector<IndexInnerType>& vals) {
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TermIndexFunc<T> func;
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return func(index_ptr, vals.size(), vals.data());
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};
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auto res = ProcessIndexChunks<T>(execute_sub_batch, vals);
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auto args =
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std::dynamic_pointer_cast<FlatVectorElement<IndexInnerType>>(arg_set_);
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auto res = ProcessIndexChunks<T>(execute_sub_batch, args->values_);
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AssertInfo(res->size() == real_batch_size,
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"internal error: expr processed rows {} not equal "
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"expect batch size {}",
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