[usearch] fix NumKong dynamic dispatch linkage for consumers (#53115)

ports/tracy/vcpkg.json

@@ -1,6 +1,7 @@
 {
   "name": "tracy",
   "version": "0.13.1",
+  "port-version": 1,
   "description": "A real time, nanosecond resolution, remote telemetry, hybrid frame and sampling profiler for games and other applications.",
   "homepage": "https://github.com/wolfpld/tracy",
   "license": "BSD-3-Clause",
@@ -78,12 +79,7 @@
         "ppqsort",
         "pugixml",
         "tidy-html5",
-        {
-          "name": "usearch",
-          "features": [
-            "fp16"
-          ]
-        },
+        "usearch",
         "zstd"
       ]
     },

ports/usearch/fix-numkong-dynamic-dispatch.patch

@@ -0,0 +1,46 @@
+diff --git a/CMakeLists.txt b/CMakeLists.txt
+index 711bbe3..a8b9efd 100644
+--- a/CMakeLists.txt
++++ b/CMakeLists.txt
+@@ -128,7 +128,16 @@ endif ()
+ target_compile_definitions(${USEARCH_TARGET_NAME} INTERFACE "USEARCH_USE_OPENMP=$<BOOL:${USEARCH_USE_OPENMP}>")
+ 
+ # Supplementary compilation settings affecting "index_plugins.hpp"
+-target_compile_definitions(${USEARCH_TARGET_NAME} INTERFACE "USEARCH_USE_NUMKONG=$<BOOL:${USEARCH_USE_NUMKONG}>")
++set(USEARCH_USE_NUMKONG_SHARED OFF)
++if (USEARCH_USE_NUMKONG)
++    find_package(unofficial-numkong CONFIG QUIET)
++    if (TARGET unofficial::numkong::nk_shared)
++        set(USEARCH_USE_NUMKONG_SHARED ON)
++        target_link_libraries(${USEARCH_TARGET_NAME} INTERFACE unofficial::numkong::nk_shared)
++        target_compile_definitions(${USEARCH_TARGET_NAME} INTERFACE "NK_DYNAMIC_DISPATCH=1")
++    endif ()
++endif ()
++target_compile_definitions(${USEARCH_TARGET_NAME} INTERFACE "USEARCH_USE_NUMKONG=$<BOOL:${USEARCH_USE_NUMKONG_SHARED}>")
+ 
+ # Define which types can be compiled
+ target_compile_definitions(
+@@ -148,7 +157,7 @@ target_include_directories(
+     ${USEARCH_TARGET_NAME} ${USEARCH_SYSTEM_INCLUDE} INTERFACE $<BUILD_INTERFACE:${USEARCH_INCLUDE_BUILD_DIR}>
+                                                                $<INSTALL_INTERFACE:include>
+ )
+-if (USEARCH_USE_NUMKONG)
++if (USEARCH_USE_NUMKONG_SHARED)
+     find_path(NUMKONG_INCLUDE_DIRS "numkong/attention.h")
+     target_include_directories(
+         ${USEARCH_TARGET_NAME} ${USEARCH_SYSTEM_INCLUDE}
+diff --git a/cmake/config.cmake.in b/cmake/config.cmake.in
+index 7bba80c..8198810 100644
+--- a/cmake/config.cmake.in
++++ b/cmake/config.cmake.in
+@@ -3,6 +3,10 @@ set(${CMAKE_FIND_PACKAGE_NAME}_CONFIG ${CMAKE_CURRENT_LIST_FILE})
+ find_package_handle_standard_args(@PROJECT_NAME@ CONFIG_MODE)
+ 
+ if(NOT TARGET @PROJECT_NAME@::@USEARCH_TARGET_NAME@)
++    if(@USEARCH_USE_NUMKONG_SHARED@)
++        include(CMakeFindDependencyMacro)
++        find_dependency(unofficial-numkong CONFIG)
++    endif()
+     include("${CMAKE_CURRENT_LIST_DIR}/@USEARCH_TARGETS_EXPORT_NAME@.cmake")
+     if((NOT TARGET @USEARCH_TARGET_NAME@) AND
+        (NOT @PROJECT_NAME@_FIND_VERSION OR

ports/usearch/portfile.cmake

@@ -1,3 +1,5 @@
+set(VCPKG_BUILD_TYPE release) # header-only, no debug artifacts to build
+
 vcpkg_from_github(
     OUT_SOURCE_PATH SOURCE_PATH
     REPO unum-cloud/usearch
@@ -7,11 +9,11 @@ vcpkg_from_github(
     PATCHES
         use-vcpkg-ports.patch
         fix-map-failed.patch # official fix: https://github.com/unum-cloud/USearch/pull/720 , remove this patch in the next release
+        fix-numkong-dynamic-dispatch.patch
 )
 
 vcpkg_check_features(OUT_FEATURE_OPTIONS FEATURE_OPTIONS
     FEATURES
-        fp16     USEARCH_USE_FP16LIB
         jemalloc USEARCH_USE_JEMALLOC
         numkong  USEARCH_USE_NUMKONG
 )
@@ -30,6 +32,4 @@ vcpkg_cmake_config_fixup(CONFIG_PATH share/cmake/usearch)
 
 vcpkg_fixup_pkgconfig()
 
-file(REMOVE_RECURSE "${CURRENT_PACKAGES_DIR}/debug")
-
 vcpkg_install_copyright(FILE_LIST "${SOURCE_PATH}/LICENSE")

ports/usearch/vcpkg.json

@@ -1,6 +1,7 @@
 {
   "name": "usearch",
   "version": "2.25.3",
+  "port-version": 1,
   "description": "Fastest Search & Clustering engine × for Vectors & Strings",
   "homepage": "https://github.com/unum-cloud/usearch",
   "license": "Apache-2.0",
@@ -15,12 +16,6 @@
     }
   ],
   "features": {
-    "fp16": {
-      "description": "Use software emulation for half-precision types",
-      "dependencies": [
-        "fp16"
-      ]
-    },
     "jemalloc": {
       "description": "Use JeMalloc for faster memory allocations",
       "dependencies": [

scripts/ci.feature.baseline.txt

@@ -1378,7 +1378,6 @@ torch-th:arm64-windows-static-md=fail
 torch-th:arm64-windows=fail
 torch-th:x64-android=cascade
 torch-th:x64-windows-static=fail
-tracy[cli-tools]:arm64-linux=cascade
 tracy[gui-tools]:arm64-linux=cascade
 treehopper:arm64-linux=cascade
 treehopper:x64-windows-static=fail

versions/baseline.json

@@ -10334,7 +10334,7 @@
     },
     "tracy": {
       "baseline": "0.13.1",
-      "port-version": 0
+      "port-version": 1
     },
     "transwarp": {
       "baseline": "2.2.3",
@@ -10534,7 +10534,7 @@
     },
     "usearch": {
       "baseline": "2.25.3",
-      "port-version": 0
+      "port-version": 1
     },
     "usockets": {
       "baseline": "0.8.8",

versions/t-/tracy.json

@@ -1,5 +1,10 @@
 {
   "versions": [
+    {
+      "git-tree": "14b48412157c33902fa555b1fa4aeb18a49a47c3",
+      "version": "0.13.1",
+      "port-version": 1
+    },
     {
       "git-tree": "b32705c81bb91643cf374d4e676e669f8fbc444c",
       "version": "0.13.1",

versions/u-/usearch.json

@@ -1,5 +1,10 @@
 {
   "versions": [
+    {
+      "git-tree": "42d806b30d6da481fa467b9b18ef11bd15b96d5a",
+      "version": "2.25.3",
+      "port-version": 1
+    },
     {
       "git-tree": "01288cb8685358ea9fd57540e947bc1e0d2a9f1d",
       "version": "2.25.3",