From 16518c41570c1bcee05f7dbda18db485fb59ec8c Mon Sep 17 00:00:00 2001 From: Felix Date: Tue, 1 Jun 2021 11:18:55 +0800 Subject: [PATCH] Add files via upload --- deploy/vector_search/Makefile | 6 + deploy/vector_search/index.so | Bin 0 -> 1043632 bytes deploy/vector_search/interface.cc | 242 ++++++++++++++++++++++++++++++ deploy/vector_search/interface.py | 166 ++++++++++++++++++++ deploy/vector_search/test.py | 20 +++ 5 files changed, 434 insertions(+) create mode 100644 deploy/vector_search/Makefile create mode 100644 deploy/vector_search/index.so create mode 100644 deploy/vector_search/interface.cc create mode 100644 deploy/vector_search/interface.py create mode 100644 deploy/vector_search/test.py diff --git a/deploy/vector_search/Makefile b/deploy/vector_search/Makefile new file mode 100644 index 000000000..6a4ce215b --- /dev/null +++ b/deploy/vector_search/Makefile @@ -0,0 +1,6 @@ +CXX=/usr/bin/g++-5 + +all : index + +index.so : src/config.h src/graph.h src/data.h interface.cc + 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100644 index 000000000..8c2640b5b --- /dev/null +++ b/deploy/vector_search/interface.cc @@ -0,0 +1,242 @@ +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + +#include"src/data.h" +#include"src/graph.h" + +struct IndexContext{ + void* graph; + void* data; +}; + + +int topk = 0; +int display_topk = 1; +int build_idx_offset = 0; +int query_idx_offset = 0; + +void flush_add_buffer( + std::vector>>>& add_buffer, + GraphWrapper* graph){ + #pragma omp parallel for + for(int i = 0;i < add_buffer.size();++i){ + auto& idx = add_buffer[i].first; + auto& point = add_buffer[i].second; + graph->add_vertex_lock(idx,point); + } + add_buffer.clear(); +} + + +extern "C"{ +// for mobius IP index +void build_mobius_index(float* dense_mat,int row,int dim, int pq_size, double mobius_pow , const char* prefix){ + std::unique_ptr data; + std::unique_ptr data_original; + std::unique_ptr graph; + int topk = 0; + int display_topk = 1; + int build_idx_offset = 0; + int query_idx_offset = 0; + + ++row; + data = std::unique_ptr(new Data(row,dim)); + graph = std::unique_ptr(new FixedDegreeGraph<3>(data.get())); + graph->set_construct_pq_size(pq_size); + + std::vector>>> add_buffer; + + ((FixedDegreeGraph<3>*)graph.get())->get_data()->mobius_pow = mobius_pow; + data_original = std::unique_ptr(new Data(row,dim)); + + std::vector> dummy_mobius_point; + for(int i = 0;i < dim;++i) + dummy_mobius_point.push_back(std::make_pair(i,0)); + + //idx += build_idx_offset; + + for(int i = 0;i < row - 1;++i){ + + std::vector> point; + point.reserve(dim); + for(int j = 0;j < dim;++j) + point.push_back(std::make_pair(j,dense_mat[i * dim + j])); + + data_original->add(i,point); + data->add_mobius(i,point); + if(i < 1000){ + graph->add_vertex(i,point); + }else{ + add_buffer.push_back(std::make_pair(i,point)); + } + if(add_buffer.size() >= 1000000) + flush_add_buffer(add_buffer,graph.get()); + } + flush_add_buffer(add_buffer,graph.get()); + graph->add_vertex(row - 1,dummy_mobius_point); + data.swap(data_original); + + std::string str = std::string(prefix); + data->dump(str + ".data"); + graph->dump(str + ".graph"); + +} + +void load_mobius_index_prefix(int row,int dim,IndexContext* index_context,const char* prefix){ + std::string str = std::string(prefix); + + ++row; + Data* data = new Data(row,dim); + GraphWrapper* graph = new FixedDegreeGraph<1>(data); + + //idx += build_idx_offset; + data->load(str + ".data"); + graph->load(str + ".graph"); + + ((FixedDegreeGraph<1>*)graph)->search_start_point = row - 1; + ((FixedDegreeGraph<1>*)graph)->ignore_startpoint = true; + + index_context->graph = graph; + index_context->data = data; +} + +void save_mobius_index_prefix(IndexContext* index_context,const char* prefix){ + std::string str = std::string(prefix); + Data* data = (Data*)(index_context->data); + GraphWrapper* graph = (GraphWrapper*)(index_context->graph); + + data->dump(str + ".data"); + graph->dump(str + ".graph"); +} + +void search_mobius_index(float* dense_vec,int dim,int search_budget,int return_k, IndexContext* index_context,idx_t* ret_id,double* ret_score){ + int topk = 0; + int display_topk = 1; + int build_idx_offset = 0; + int query_idx_offset = 0; + + Data* data = reinterpret_cast(index_context->data); + GraphWrapper* graph = reinterpret_cast(index_context->graph); + + + //auto flag = (data==NULL); + //std::cout<> point; + point.reserve(dim); + for(int j = 0;j < dim;++j) + point.push_back(std::make_pair(j,dense_vec[j])); + std::vector topN; + std::vector score; + graph->search_top_k_with_score(point,search_budget,topN,score); + for(int i = 0;i < topN.size() && i < return_k;++i){ + ret_id[i] = topN[i]; + ret_score[i] = score[i]; + } +} + + +// For L2 index +void build_l2_index(float* dense_mat,int row,int dim, int pq_size, const char* prefix){ + std::unique_ptr data; + std::unique_ptr graph; + int topk = 0; + int display_topk = 1; + int build_idx_offset = 0; + int query_idx_offset = 0; + + data = std::unique_ptr(new Data(row,dim)); + graph = std::unique_ptr(new FixedDegreeGraph<3>(data.get())); + graph->set_construct_pq_size(pq_size); + + std::vector>>> add_buffer; + + for(int i = 0;i < row;++i){ + std::vector> point; + point.reserve(dim); + for(int j = 0;j < dim;++j) + point.push_back(std::make_pair(j,dense_mat[i * dim + j])); + data->add(i,point); + if(i < 1000){ + graph->add_vertex(i,point); + }else{ + add_buffer.push_back(std::make_pair(i,point)); + } + if(add_buffer.size() >= 1000000) + flush_add_buffer(add_buffer,graph.get()); + } + flush_add_buffer(add_buffer,graph.get()); + + std::string str = std::string(prefix); + data->dump(str + ".data"); + graph->dump(str + ".graph"); + +} + +void load_l2_index_prefix(int row,int dim,IndexContext* index_context,const char* prefix){ + std::string str = std::string(prefix); + + Data* data = new Data(row,dim); + GraphWrapper* graph = new FixedDegreeGraph<3>(data); + + //idx += build_idx_offset; + + data->load(str + ".data"); + graph->load(str + ".graph"); + + index_context->graph = graph; + index_context->data = data; +} + +void save_l2_index_prefix(IndexContext* index_context,const char* prefix){ + std::string str = std::string(prefix); + Data* data = (Data*)(index_context->data); + GraphWrapper* graph = (GraphWrapper*)(index_context->graph); + + data->dump(str + ".data"); + graph->dump(str + ".graph"); +} + + + +void search_l2_index(float* dense_vec,int dim,int search_budget,int return_k, IndexContext* index_context,idx_t* ret_id,double* ret_score){ + int topk = 0; + int display_topk = 1; + int build_idx_offset = 0; + int query_idx_offset = 0; + + Data* data = reinterpret_cast(index_context->data); + GraphWrapper* graph = reinterpret_cast(index_context->graph); + + std::vector> point; + point.reserve(dim); + for(int j = 0;j < dim;++j) + point.push_back(std::make_pair(j,dense_vec[j])); + std::vector topN; + std::vector score; + graph->search_top_k_with_score(point,search_budget,topN,score); + for(int i = 0;i < topN.size() && i < return_k;++i){ +// printf("%d: (%zu, %f)\n",i,topN[i],score[i]); + ret_id[i] = topN[i]; + ret_score[i] = score[i]; + } +} + + +void release_context(IndexContext* index_context){ + delete (Data*)(index_context->data); + delete (GraphWrapper*)(index_context->graph); +} + +} // extern "C" + diff --git a/deploy/vector_search/interface.py b/deploy/vector_search/interface.py new file mode 100644 index 000000000..e438d233d --- /dev/null +++ b/deploy/vector_search/interface.py @@ -0,0 +1,166 @@ +import ctypes +import paddle +import numpy.ctypeslib as ctl +import numpy as np +import os +import json + +from ctypes import * +from numpy.ctypeslib import ndpointer + +lib = ctypes.cdll.LoadLibrary("./index.so") + +class IndexContext(Structure): + _fields_=[("graph",c_void_p), + ("data",c_void_p)] + +# for mobius IP index +build_mobius_index = lib.build_mobius_index +build_mobius_index.restype = None +build_mobius_index.argtypes = [ctl.ndpointer(np.float32, flags='aligned, c_contiguous'), ctypes.c_int, ctypes.c_int, ctypes.c_int, ctypes.c_double, ctypes.c_char_p] + +search_mobius_index = lib.search_mobius_index +search_mobius_index.restype = None +search_mobius_index.argtypes = [ctl.ndpointer(np.float32, flags='aligned, c_contiguous'), ctypes.c_int, ctypes.c_int,ctypes.c_int,POINTER(IndexContext),ctl.ndpointer(np.uint64, flags='aligned, c_contiguous'),ctl.ndpointer(np.float64, flags='aligned, c_contiguous')] + +load_mobius_index_prefix = lib.load_mobius_index_prefix +load_mobius_index_prefix.restype = None +load_mobius_index_prefix.argtypes = [ctypes.c_int, ctypes.c_int, POINTER(IndexContext), ctypes.c_char_p] + +save_mobius_index_prefix = lib.save_mobius_index_prefix +save_mobius_index_prefix.restype = None +save_mobius_index_prefix.argtypes = [POINTER(IndexContext), ctypes.c_char_p] + + +# for L2 index +build_l2_index = lib.build_l2_index +build_l2_index.restype = None +build_l2_index.argtypes = [ctl.ndpointer(np.float32, flags='aligned, c_contiguous'), ctypes.c_int, ctypes.c_int, ctypes.c_int, ctypes.c_char_p] + +search_l2_index = lib.search_l2_index +search_l2_index.restype = None +search_l2_index.argtypes = [ctl.ndpointer(np.float32, flags='aligned, c_contiguous'), ctypes.c_int, ctypes.c_int,ctypes.c_int,POINTER(IndexContext),ctl.ndpointer(np.uint64, flags='aligned, c_contiguous'),ctl.ndpointer(np.float64, flags='aligned, c_contiguous')] + +load_l2_index_prefix = lib.load_l2_index_prefix +load_l2_index_prefix.restype = None +load_l2_index_prefix.argtypes = [ctypes.c_int, ctypes.c_int, POINTER(IndexContext), ctypes.c_char_p] + +save_l2_index_prefix = lib.save_l2_index_prefix +save_l2_index_prefix.restype = None +save_l2_index_prefix.argtypes = [POINTER(IndexContext), ctypes.c_char_p] + +release_context = lib.release_context +release_context.restype = None +release_context.argtypes = [POINTER(IndexContext)] + + + +class Graph_Index(object): + """ + graph index + """ + def __init__(self, dist_type="IP"): + self.dim = 0 + self.total_num = 0 + self.dist_type = dist_type + self.mobius_pow = 2.0 + self.index_context = IndexContext(0,0) + self.gallery_doc_dict = {} + self.with_attr = False + assert dist_type in ["IP", "L2"], "Only support IP and L2 distance ..." + + def build(self, gallery_vectors, gallery_docs=[], pq_size=100, index_path='graph_index/'): + """ + build index + """ + if paddle.is_tensor(gallery_vectors): + gallery_vectors = gallery_vectors.numpy() + assert gallery_vectors.ndim == 2, "Input vector must be 2D ..." + + self.total_num = gallery_vectors.shape[0] + self.dim = gallery_vectors.shape[1] + + assert (len(gallery_docs) == self.total_num if len(gallery_docs)>0 else True) + + print("training index -> num: {}, dim: {}, dist_type: {}".format(self.total_num, self.dim, self.dist_type)) + + if not os.path.exists(index_path): + os.makedirs(index_path) + + if self.dist_type == "IP": + build_mobius_index(gallery_vectors,self.total_num,self.dim, pq_size, self.mobius_pow, create_string_buffer((index_path+"/index").encode('utf-8'))) + load_mobius_index_prefix(self.total_num, self.dim, ctypes.byref(self.index_context), create_string_buffer((index_path+"/index").encode('utf-8'))) + else: + build_l2_index(gallery_vectors,self.total_num,self.dim, pq_size, create_string_buffer((index_path+"/index").encode('utf-8'))) + load_l2_index_prefix(self.total_num, self.dim, ctypes.byref(self.index_context), create_string_buffer((index_path+"/index").encode('utf-8'))) + + self.gallery_doc_dict = {} + if len(gallery_docs) > 0: + self.with_attr = True + for i in range(gallery_vectors.shape[0]): + self.gallery_doc_dict[str(i)] = gallery_docs[i] + + self.gallery_doc_dict["total_num"] = self.total_num + self.gallery_doc_dict["dim"] = self.dim + self.gallery_doc_dict["dist_type"] = self.dist_type + self.gallery_doc_dict["with_attr"] = self.with_attr + + with open(index_path + "/info.json", "w") as f: + json.dump(self.gallery_doc_dict, f) + + print("finished creating index ...") + + def search(self, query, return_k=10, search_budget=100): + """ + search + """ + ret_id = np.zeros(return_k, dtype=np.uint64) + ret_score = np.zeros(return_k, dtype=np.float64) + + if paddle.is_tensor(query): + query = query.numpy() + if self.dist_type == "IP": + search_mobius_index(query,self.dim,search_budget,return_k,ctypes.byref(self.index_context),ret_id,ret_score) + else: + search_l2_index(query,self.dim,search_budget,return_k,ctypes.byref(self.index_context),ret_id,ret_score) + + ret_id = ret_id.tolist() + ret_doc = [] + if self.with_attr: + for i in range(return_k): + ret_doc.append(self.gallery_doc_dict[str(ret_id[i])]) + return ret_score, ret_doc + else: + return ret_score, ret_id + + def dump(self, index_path): + + if not os.path.exists(index_path): + os.makedirs(index_path) + + if self.dist_type == "IP": + save_mobius_index_prefix(ctypes.byref(self.index_context),create_string_buffer((index_path+"/index").encode('utf-8'))) + else: + save_l2_index_prefix(ctypes.byref(self.index_context), create_string_buffer((index_path+"/index").encode('utf-8'))) + + with open(index_path + "/info.json", "w") as f: + json.dump(self.gallery_doc_dict, f) + + def load(self, index_path): + self.gallery_doc_dict = {} + + with open(index_path + "/info.json", "r") as f: + self.gallery_doc_dict = json.load(f) + + self.total_num = self.gallery_doc_dict["total_num"] + self.dim = self.gallery_doc_dict["dim"] + self.dist_type = self.gallery_doc_dict["dist_type"] + self.with_attr = self.gallery_doc_dict["with_attr"] + + if self.dist_type == "IP": + load_mobius_index_prefix(self.total_num,self.dim,ctypes.byref(self.index_context), create_string_buffer((index_path+"/index").encode('utf-8'))) + else: + load_l2_index_prefix(self.total_num,self.dim,ctypes.byref(self.index_context), create_string_buffer((index_path+"/index").encode('utf-8'))) + + + diff --git a/deploy/vector_search/test.py b/deploy/vector_search/test.py new file mode 100644 index 000000000..60bce6d7b --- /dev/null +++ b/deploy/vector_search/test.py @@ -0,0 +1,20 @@ +import numpy as np +from interface import * + +# 随机产生样本 +index_vectors = np.random.rand(100000,128).astype(np.float32) +query_vector = np.random.rand(128).astype(np.float32) +index_docs = ["ID_"+str(i) for i in range(100000)] + +# 初始化索引结构 +indexer = Graph_Index(dist_type="IP") #支持"IP"和"L2" +indexer.build(gallery_vectors=index_vectors, gallery_docs=index_docs, pq_size=100, index_path='test') + +# 查询 +scores, docs = indexer.search(query=query_vector, return_k=10, search_budget=100) +print(scores) +print(docs) + +# 保存与加载 +indexer.dump(index_path="test") +indexer.load(index_path="test")