// Copyright (c) Microsoft Corporation. All rights reserved. // Licensed under the MIT License. #include "inc/CLRCoreInterface.h" namespace Microsoft { namespace ANN { namespace SPTAGManaged { RIterator::RIterator(std::shared_ptr result_iterator) : ManagedObject(result_iterator) { } array^ RIterator::Next(int p_batch) { array^ res; if (m_Instance == nullptr) return res; std::shared_ptr results = (*m_Instance)->Next(p_batch); res = gcnew array(results->GetResultNum()); for (int i = 0; i < results->GetResultNum(); i++) res[i] = gcnew BasicResult(new SPTAG::BasicResult(*(results->GetResult(i)))); return res; } bool RIterator::GetRelaxedMono() { return (*m_Instance)->GetRelaxedMono(); } void RIterator::Close() { (*m_Instance)->Close(); } AnnIndex::AnnIndex(std::shared_ptr p_index) : ManagedObject(p_index) { m_dimension = p_index->GetFeatureDim(); m_inputVectorSize = SPTAG::GetValueTypeSize(p_index->GetVectorValueType()) * m_dimension; } AnnIndex::AnnIndex(String^ p_algoType, String^ p_valueType, int p_dimension) : ManagedObject(SPTAG::VectorIndex::CreateInstance(string_to(p_algoType), string_to(p_valueType))) { m_dimension = p_dimension; m_inputVectorSize = SPTAG::GetValueTypeSize((*m_Instance)->GetVectorValueType()) * m_dimension; } void AnnIndex::SetBuildParam(String^ p_name, String^ p_value, String^ p_section) { if (m_Instance != nullptr) (*m_Instance)->SetParameter(string_to_char_array(p_name), string_to_char_array(p_value), string_to_char_array(p_section)); } void AnnIndex::SetSearchParam(String^ p_name, String^ p_value, String^ p_section) { if (m_Instance != nullptr) (*m_Instance)->SetParameter(string_to_char_array(p_name), string_to_char_array(p_value), string_to_char_array(p_section)); } bool AnnIndex::LoadQuantizer(String^ p_quantizerFile) { if (m_Instance == nullptr) return false; auto ret = ((*m_Instance)->LoadQuantizer(string_to_char_array(p_quantizerFile)) == SPTAG::ErrorCode::Success); if (ret) { m_inputVectorSize = (*m_Instance)->m_pQuantizer->QuantizeSize(); } return ret; } void AnnIndex::SetQuantizerADC(bool p_adc) { if (m_Instance != nullptr) (*m_Instance)->SetQuantizerADC(p_adc); } array^ AnnIndex::QuantizeVector(array^ p_data, int p_num) { array^ res; if (m_Instance != nullptr && (*m_Instance)->GetQuantizer() != nullptr) { res = gcnew array((*m_Instance)->GetQuantizer()->GetNumSubvectors() * (size_t)p_num); pin_ptr ptr = &res[0], optr = &p_data[0]; (*m_Instance)->QuantizeVector(optr, p_num, SPTAG::ByteArray(ptr, res->LongLength, false)); } return res; } array^ AnnIndex::ReconstructVector(array^ p_data, int p_num) { array^ res; if (m_Instance != nullptr && (*m_Instance)->GetQuantizer() != nullptr) { res = gcnew array((*m_Instance)->GetQuantizer()->ReconstructSize() * (size_t)p_num); pin_ptr ptr = &res[0], optr = &p_data[0]; (*m_Instance)->ReconstructVector(optr, p_num, SPTAG::ByteArray(ptr, res->LongLength, false)); } return res; } bool AnnIndex::BuildSPANN(bool p_normalized) { if (m_Instance == nullptr || (*m_Instance)->GetIndexAlgoType() != SPTAG::IndexAlgoType::SPANN) return false; return (*m_Instance)->BuildIndex(p_normalized) == SPTAG::ErrorCode::Success; } bool AnnIndex::BuildSPANNWithMetaData(array^ p_meta, int p_num, bool p_withMetaIndex, bool p_normalized) { if (m_Instance == nullptr || (*m_Instance)->GetIndexAlgoType() != SPTAG::IndexAlgoType::SPANN) return false; pin_ptr metaptr = &p_meta[0]; std::uint64_t* offsets = new std::uint64_t[p_num + 1]{ 0 }; if (!SPTAG::MetadataSet::GetMetadataOffsets(metaptr, p_meta->LongLength, offsets, p_num + 1, '\n')) return false; (*m_Instance)->SetMetadata(new SPTAG::MemMetadataSet(SPTAG::ByteArray(metaptr, p_meta->LongLength, false), SPTAG::ByteArray((std::uint8_t*)offsets, (p_num + 1) * sizeof(std::uint64_t), true), p_num, (*m_Instance)->m_iDataBlockSize, (*m_Instance)->m_iDataCapacity, (*m_Instance)->m_iMetaRecordSize)); if (p_withMetaIndex) (*m_Instance)->BuildMetaMapping(false); return (SPTAG::ErrorCode::Success == (*m_Instance)->BuildIndex(p_normalized)); } bool AnnIndex::Build(array^ p_data, int p_num) { return Build(p_data, p_num, false); } bool AnnIndex::Build(array^ p_data, int p_num, bool p_normalized) { if (m_Instance == nullptr || p_num == 0 || m_dimension == 0 || p_data->LongLength != p_num * m_inputVectorSize) return false; pin_ptr ptr = &p_data[0]; return (SPTAG::ErrorCode::Success == (*m_Instance)->BuildIndex(ptr, p_num, m_dimension, p_normalized)); } bool AnnIndex::BuildWithMetaData(array^ p_data, array^ p_meta, int p_num, bool p_withMetaIndex) { return BuildWithMetaData(p_data, p_meta, p_num, p_withMetaIndex, false); } bool AnnIndex::BuildWithMetaData(array^ p_data, array^ p_meta, int p_num, bool p_withMetaIndex, bool p_normalized) { if (m_Instance == nullptr || p_num == 0 || m_dimension == 0 || p_data->LongLength != p_num * m_inputVectorSize) return false; pin_ptr dataptr = &p_data[0]; auto vectorType = (*m_Instance)->m_pQuantizer ? SPTAG::VectorValueType::UInt8 : (*m_Instance)->GetVectorValueType(); auto vectorSize = (*m_Instance)->m_pQuantizer ? (*m_Instance)->m_pQuantizer->GetNumSubvectors() : m_dimension; std::shared_ptr vectors(new SPTAG::BasicVectorSet(SPTAG::ByteArray(dataptr, p_data->LongLength, false), vectorType, vectorSize, p_num)); pin_ptr metaptr = &p_meta[0]; std::uint64_t* offsets = new std::uint64_t[p_num + 1]{ 0 }; if (!SPTAG::MetadataSet::GetMetadataOffsets(metaptr, p_meta->LongLength, offsets, p_num + 1, '\n')) return false; std::shared_ptr meta(new SPTAG::MemMetadataSet(SPTAG::ByteArray(metaptr, p_meta->LongLength, false), SPTAG::ByteArray((std::uint8_t*)offsets, (p_num + 1) * sizeof(std::uint64_t), true), p_num, (*m_Instance)->m_iDataBlockSize, (*m_Instance)->m_iDataCapacity, (*m_Instance)->m_iMetaRecordSize)); return (SPTAG::ErrorCode::Success == (*m_Instance)->BuildIndex(vectors, meta, p_withMetaIndex, p_normalized)); } array^ AnnIndex::Search(array^ p_data, int p_resultNum) { array^ res; if (m_Instance == nullptr) return res; pin_ptr ptr = &p_data[0]; SPTAG::QueryResult results(ptr, p_resultNum, false); (*m_Instance)->SearchIndex(results); res = gcnew array(p_resultNum); for (int i = 0; i < p_resultNum; i++) res[i] = gcnew BasicResult(new SPTAG::BasicResult(*(results.GetResult(i)))); return res; } array^ AnnIndex::SearchWithMetaData(array^ p_data, int p_resultNum) { array^ res; if (m_Instance == nullptr) return res; pin_ptr ptr = &p_data[0]; SPTAG::QueryResult results(ptr, p_resultNum, true); (*m_Instance)->SearchIndex(results); res = gcnew array(p_resultNum); for (int i = 0; i < p_resultNum; i++) res[i] = gcnew BasicResult(new SPTAG::BasicResult(*(results.GetResult(i)))); return res; } RIterator^ AnnIndex::GetIterator(array^ p_data) { RIterator^ res; if (m_Instance == nullptr || m_dimension == 0 || p_data->LongLength != m_inputVectorSize) return res; pin_ptr ptr = &p_data[0]; std::shared_ptr result_iterator = (*m_Instance)->GetIterator(ptr); res = gcnew RIterator(result_iterator); return res; } void AnnIndex::UpdateIndex() { if (m_Instance != nullptr) (*m_Instance)->UpdateIndex(); } bool AnnIndex::Save(String^ p_saveFile) { return SPTAG::ErrorCode::Success == (*m_Instance)->SaveIndex(string_to_char_array(p_saveFile)); } array^>^ AnnIndex::Dump() { std::shared_ptr> buffersize = (*m_Instance)->CalculateBufferSize(); array^>^ res = gcnew array^>(buffersize->size() + 1); std::vector indexBlobs; for (int i = 1; i < res->Length; i++) { res[i] = gcnew array(buffersize->at(i-1)); pin_ptr ptr = &res[i][0]; indexBlobs.push_back(SPTAG::ByteArray((std::uint8_t*)ptr, res[i]->LongLength, false)); } std::string config; if (SPTAG::ErrorCode::Success != (*m_Instance)->SaveIndex(config, indexBlobs)) { array^>^ null; return null; } res[0] = gcnew array(config.size()); Marshal::Copy(IntPtr(&config[0]), res[0], 0, config.size()); return res; } bool AnnIndex::Add(array^ p_data, int p_num) { return Add(p_data, p_num, false); } bool AnnIndex::Add(array^ p_data, int p_num, bool p_normalized) { if (m_Instance == nullptr || p_num == 0 || m_dimension == 0 || p_data->LongLength != p_num * m_inputVectorSize) return false; pin_ptr ptr = &p_data[0]; return (SPTAG::ErrorCode::Success == (*m_Instance)->AddIndex(ptr, p_num, m_dimension, nullptr, false, p_normalized)); } bool AnnIndex::AddWithMetaData(array^ p_data, array^ p_meta, int p_num, bool p_withMetaIndex) { return AddWithMetaData(p_data, p_meta, p_num, p_withMetaIndex, false); } bool AnnIndex::AddWithMetaData(array^ p_data, array^ p_meta, int p_num, bool p_withMetaIndex, bool p_normalized) { if (m_Instance == nullptr || p_num == 0 || m_dimension == 0 || p_data->LongLength != p_num * m_inputVectorSize) return false; pin_ptr dataptr = &p_data[0]; std::shared_ptr vectors(new SPTAG::BasicVectorSet(SPTAG::ByteArray(dataptr, p_data->LongLength, false), (*m_Instance)->GetVectorValueType(), m_dimension, p_num)); pin_ptr metaptr = &p_meta[0]; std::uint64_t* offsets = new std::uint64_t[p_num + 1]{ 0 }; if (!SPTAG::MetadataSet::GetMetadataOffsets(metaptr, p_meta->LongLength, offsets, p_num + 1, '\n')) return false; std::shared_ptr meta(new SPTAG::MemMetadataSet(SPTAG::ByteArray(metaptr, p_meta->LongLength, false), SPTAG::ByteArray((std::uint8_t*)offsets, (p_num + 1) * sizeof(std::uint64_t), true), p_num)); return (SPTAG::ErrorCode::Success == (*m_Instance)->AddIndex(vectors, meta, p_withMetaIndex, p_normalized)); } bool AnnIndex::Delete(array^ p_data, int p_num) { if (m_Instance == nullptr || p_num == 0 || m_dimension == 0 || p_data->LongLength != p_num * m_inputVectorSize) return false; pin_ptr ptr = &p_data[0]; return (SPTAG::ErrorCode::Success == (*m_Instance)->DeleteIndex(ptr, p_num)); } bool AnnIndex::DeleteByMetaData(array^ p_meta) { if (m_Instance == nullptr) return false; pin_ptr metaptr = &p_meta[0]; return (SPTAG::ErrorCode::Success == (*m_Instance)->DeleteIndex(SPTAG::ByteArray(metaptr, p_meta->LongLength, false))); } AnnIndex^ AnnIndex::Load(String^ p_loaderFile) { std::shared_ptr vecIndex; AnnIndex^ res; if (SPTAG::ErrorCode::Success != SPTAG::VectorIndex::LoadIndex(string_to_char_array(p_loaderFile), vecIndex) || nullptr == vecIndex) { res = gcnew AnnIndex(nullptr); } else { res = gcnew AnnIndex(vecIndex); } return res; } AnnIndex^ AnnIndex::Load(array^>^ p_index) { std::vector p_indexBlobs; for (int i = 1; i < p_index->Length; i++) { pin_ptr ptr = &p_index[i][0]; p_indexBlobs.push_back(SPTAG::ByteArray((std::uint8_t*)ptr, p_index[i]->LongLength, false)); } pin_ptr configptr = &p_index[0][0]; std::shared_ptr vecIndex; if (SPTAG::ErrorCode::Success != SPTAG::VectorIndex::LoadIndex(std::string((char*)configptr, p_index[0]->LongLength), p_indexBlobs, vecIndex) || nullptr == vecIndex) { return gcnew AnnIndex(nullptr); } return gcnew AnnIndex(vecIndex); } AnnIndex^ AnnIndex::Merge(String^ p_indexFilePath1, String^ p_indexFilePath2) { AnnIndex^ res = Load(p_indexFilePath1); AnnIndex^ add = Load(p_indexFilePath2); if (*(res->m_Instance) == nullptr || *(add->m_Instance) == nullptr || SPTAG::ErrorCode::Success != (*(res->m_Instance))->MergeIndex(add->m_Instance->get(), std::atoi((*(res->m_Instance))->GetParameter("NumberOfThreads").c_str()), nullptr)) { return gcnew AnnIndex(nullptr); } return res; } MultiIndexScan::MultiIndexScan(std::shared_ptr multi_index_scan) : ManagedObject(multi_index_scan) { } MultiIndexScan::MultiIndexScan(array^ indice, array^>^ p_data, array^ weight, int p_resultNum, bool useTimer, int termCondVal, int searchLimit) : ManagedObject(std::make_shared()) { std::vector> vecIndices; for (int i = 0; i < indice->Length; i++) { std::shared_ptr index = *(indice[i]->GetInstance()); vecIndices.push_back(index); } std::vector data_array; for (int i = 0; i < p_data->Length; i++) { pin_ptr ptr = &p_data[i][0]; SPTAG::ByteArray byte_target = SPTAG::ByteArray::Alloc(p_data[i]->LongLength); byte_target.Set((std::uint8_t*)ptr, p_data[i]->LongLength, false); data_array.push_back(byte_target); } std::vector weight_array; for (int i = 0; i < weight->Length; i++) { float w = weight[i]; weight_array.push_back(w); } (*m_Instance)->Init(vecIndices, data_array, weight_array, p_resultNum, useTimer, termCondVal, searchLimit); } BasicResult^ MultiIndexScan::Next() { SPTAG::BasicResult* result = new SPTAG::BasicResult(); (*m_Instance)->Next(*result); return gcnew BasicResult(result); } void MultiIndexScan::Close() { (*m_Instance)->Close(); } } } }