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knowhere support multi data type (#210)
Add (b)float16 interface for pyknowhere Signed-off-by: Writer-X <[email protected]>
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| Original file line number | Diff line number | Diff line change |
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@@ -19,7 +19,6 @@ | |
| #include "knowhere/index_node.h" | ||
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| namespace knowhere { | ||
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| template <typename T1> | ||
| class Index { | ||
| public: | ||
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,105 @@ | ||
| // Copyright (C) 2019-2023 Zilliz. 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 | ||
| // | ||
| // http://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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| #ifndef INDEX_NODE_DATA_MOCK_WRAPPER_H | ||
| #define INDEX_NODE_DATA_MOCK_WRAPPER_H | ||
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| #include "knowhere/index_node.h" | ||
| #include "knowhere/utils.h" | ||
| namespace knowhere { | ||
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| template <typename DataType> | ||
| class IndexNodeDataMockWrapper : public IndexNode { | ||
| public: | ||
| IndexNodeDataMockWrapper(std::unique_ptr<IndexNode> index_node) : index_node_(std::move(index_node)) { | ||
| if constexpr (!std::is_same_v<DataType, typename MockData<DataType>::type>) { | ||
| LOG_KNOWHERE_INFO_ << "replace index " << (GetIndexKey<DataType>(this->Type())) << " with " | ||
| << (GetIndexKey<typename MockData<DataType>::type>(this->Type())); | ||
| } | ||
| } | ||
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| Status | ||
| Build(const DataSet& dataset, const Config& cfg) override; | ||
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| Status | ||
| Train(const DataSet& dataset, const Config& cfg) override; | ||
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| Status | ||
| Add(const DataSet& dataset, const Config& cfg) override; | ||
| expected<DataSetPtr> | ||
| Search(const DataSet& dataset, const Config& cfg, const BitsetView& bitset) const override; | ||
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| expected<DataSetPtr> | ||
| RangeSearch(const DataSet& dataset, const Config& cfg, const BitsetView& bitset) const override; | ||
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| expected<std::vector<std::shared_ptr<iterator>>> | ||
| AnnIterator(const DataSet& dataset, const Config& cfg, const BitsetView& bitset) const override; | ||
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| expected<DataSetPtr> | ||
| GetVectorByIds(const DataSet& dataset) const override; | ||
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| bool | ||
| HasRawData(const std::string& metric_type) const override { | ||
| return index_node_->HasRawData(metric_type); | ||
| } | ||
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| expected<DataSetPtr> | ||
| GetIndexMeta(const Config& cfg) const override { | ||
| return index_node_->GetIndexMeta(cfg); | ||
| } | ||
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| Status | ||
| Serialize(BinarySet& binset) const override { | ||
| return index_node_->Serialize(binset); | ||
| } | ||
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| Status | ||
| Deserialize(const BinarySet& binset, const Config& config) override { | ||
| return index_node_->Deserialize(binset, config); | ||
| } | ||
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| Status | ||
| DeserializeFromFile(const std::string& filename, const Config& config) override { | ||
| return index_node_->DeserializeFromFile(filename, config); | ||
| } | ||
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| std::unique_ptr<BaseConfig> | ||
| CreateConfig() const override { | ||
| return index_node_->CreateConfig(); | ||
| } | ||
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| int64_t | ||
| Dim() const override { | ||
| return index_node_->Dim(); | ||
| } | ||
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| int64_t | ||
| Size() const override { | ||
| return index_node_->Size(); | ||
| } | ||
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| int64_t | ||
| Count() const override { | ||
| return index_node_->Count(); | ||
| } | ||
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| std::string | ||
| Type() const override { | ||
| return index_node_->Type(); | ||
| } | ||
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| private: | ||
| std::unique_ptr<IndexNode> index_node_; | ||
| }; | ||
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| } // namespace knowhere | ||
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| #endif /* INDEX_NODE_DATA_MOCK_WRAPPER_H */ |
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