implement optimized nndescent in diskann

Signed-off-by: jinjiabao.jjb <[email protected]>
antgroup · Jan 5, 2025 · 5083641 · 5083641
1 parent 028c00f
commit 5083641
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Showing 14 changed files with 813 additions and 16 deletions.
diff --git a/examples/cpp/custom_memory_allocator.cpp b/examples/cpp/custom_memory_allocator.cpp
@@ -64,7 +64,7 @@ main() {
     // vsag::Options::Instance().logger()->SetLevel(vsag::Logger::kDEBUG);
 
     ExampleAllocator allocator;
-    vsag::Resource resource(&allocator);
+    vsag::Resource resource(&allocator, nullptr);
     vsag::Engine engine(&resource);
 
     auto paramesters = R"(

diff --git a/include/vsag/constants.h b/include/vsag/constants.h
@@ -59,6 +59,12 @@ extern const char* const DISKANN_PARAMETER_USE_REFERENCE;
 extern const char* const DISKANN_PARAMETER_USE_OPQ;
 extern const char* const DISKANN_PARAMETER_USE_ASYNC_IO;
 extern const char* const DISKANN_PARAMETER_USE_BSA;
+extern const char* const DISKANN_PARAMETER_GRAPH_TYPE;
+extern const char* const DISKANN_PARAMETER_ALPHA;
+extern const char* const DISKANN_PARAMETER_TURN;
+extern const char* const DISKANN_PARAMETER_SAMPLE_RATE;
+extern const char* const DISKANN_GRAPH_TYPE_VAMANA;
+extern const char* const DISKANN_GRAPH_TYPE_ODESCENT;
 
 extern const char* const DISKANN_PARAMETER_BEAM_SEARCH;
 extern const char* const DISKANN_PARAMETER_IO_LIMIT;

diff --git a/src/allocator_wrapper.h b/src/allocator_wrapper.h
@@ -42,6 +42,11 @@ class AllocatorWrapper {
         return allocator_ == other.allocator_;
     }
 
+    bool
+    operator!=(const AllocatorWrapper& other) const noexcept {
+        return allocator_ != other.allocator_;
+    }
+
     inline pointer
     allocate(size_type n, const_void_pointer hint = 0) {
         return static_cast<pointer>(allocator_->Allocate(n * sizeof(value_type)));

diff --git a/src/constants.cpp b/src/constants.cpp
@@ -66,6 +66,13 @@ const char* const DISKANN_PARAMETER_BEAM_SEARCH = "beam_search";
 const char* const DISKANN_PARAMETER_IO_LIMIT = "io_limit";
 const char* const DISKANN_PARAMETER_EF_SEARCH = "ef_search";
 const char* const DISKANN_PARAMETER_REORDER = "use_reorder";
+const char* const DISKANN_PARAMETER_GRAPH_TYPE = "graph_type";
+const char* const DISKANN_PARAMETER_ALPHA = "alpha";
+const char* const DISKANN_PARAMETER_TURN = "turn";
+const char* const DISKANN_PARAMETER_SAMPLE_RATE = "sample_rate";
+
+const char* const DISKANN_GRAPH_TYPE_VAMANA = "vamana";
+const char* const DISKANN_GRAPH_TYPE_ODESCENT = "odescent";
 
 const char* const HNSW_PARAMETER_EF_RUNTIME = "ef_search";
 const char* const HNSW_PARAMETER_M = "max_degree";