ThirdPartyPackagesCore.cmake

# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements.  See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership.  The ASF licenses this file
# to you 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
#
#
# 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.

set(KNOWHERE_THIRDPARTY_DEPENDENCIES

        ARROW
        FAISS
        GTest
        LAPACK
        OpenBLAS
        )

message(STATUS "Using ${KNOWHERE_DEPENDENCY_SOURCE} approach to find dependencies")

# For each dependency, set dependency source to global default, if unset
foreach(DEPENDENCY ${KNOWHERE_THIRDPARTY_DEPENDENCIES})
    if("${${DEPENDENCY}_SOURCE}" STREQUAL "")
        set(${DEPENDENCY}_SOURCE ${KNOWHERE_DEPENDENCY_SOURCE})
    endif()
endforeach()

macro(build_dependency DEPENDENCY_NAME)
    if("${DEPENDENCY_NAME}" STREQUAL "ARROW")
        build_arrow()
    elseif("${DEPENDENCY_NAME}" STREQUAL "LAPACK")
        build_lapack()
    elseif ("${DEPENDENCY_NAME}" STREQUAL "GTest")
        build_gtest()
    elseif ("${DEPENDENCY_NAME}" STREQUAL "OpenBLAS")
        build_openblas()
    elseif("${DEPENDENCY_NAME}" STREQUAL "FAISS")
        build_faiss()
    else()
        message(FATAL_ERROR "Unknown thirdparty dependency to build: ${DEPENDENCY_NAME}")
    endif ()
endmacro()

macro(resolve_dependency DEPENDENCY_NAME)
    if (${DEPENDENCY_NAME}_SOURCE STREQUAL "AUTO")
        #message(STATUS "Finding ${DEPENDENCY_NAME} package")
            #message(STATUS "${DEPENDENCY_NAME} package not found")
        build_dependency(${DEPENDENCY_NAME})
    elseif (${DEPENDENCY_NAME}_SOURCE STREQUAL "BUNDLED")
        build_dependency(${DEPENDENCY_NAME})
    elseif (${DEPENDENCY_NAME}_SOURCE STREQUAL "SYSTEM")
        find_package(${DEPENDENCY_NAME} REQUIRED)
    endif ()
endmacro()

# ----------------------------------------------------------------------
# Identify OS
if (UNIX)
    if (APPLE)
        set (CMAKE_OS_NAME "osx" CACHE STRING "Operating system name" FORCE)
    else (APPLE)
        ## Check for Debian GNU/Linux ________________
        find_file (DEBIAN_FOUND debian_version debconf.conf
                PATHS /etc
                )
        if (DEBIAN_FOUND)
            set (CMAKE_OS_NAME "debian" CACHE STRING "Operating system name" FORCE)
        endif (DEBIAN_FOUND)
        ##  Check for Fedora _________________________
        find_file (FEDORA_FOUND fedora-release
                PATHS /etc
                )
        if (FEDORA_FOUND)
            set (CMAKE_OS_NAME "fedora" CACHE STRING "Operating system name" FORCE)
        endif (FEDORA_FOUND)
        ##  Check for RedHat _________________________
        find_file (REDHAT_FOUND redhat-release inittab.RH
                PATHS /etc
                )
        if (REDHAT_FOUND)
            set (CMAKE_OS_NAME "redhat" CACHE STRING "Operating system name" FORCE)
        endif (REDHAT_FOUND)
        ## Extra check for Ubuntu ____________________
        if (DEBIAN_FOUND)
            ## At its core Ubuntu is a Debian system, with
            ## a slightly altered configuration; hence from
            ## a first superficial inspection a system will
            ## be considered as Debian, which signifies an
            ## extra check is required.
            find_file (UBUNTU_EXTRA legal issue
                    PATHS /etc
                    )
            if (UBUNTU_EXTRA)
                ## Scan contents of file
                file (STRINGS ${UBUNTU_EXTRA} UBUNTU_FOUND
                        REGEX Ubuntu
                        )
                ## Check result of string search
                if (UBUNTU_FOUND)
                    set (CMAKE_OS_NAME "ubuntu" CACHE STRING "Operating system name" FORCE)
                    set (DEBIAN_FOUND FALSE)
                endif (UBUNTU_FOUND)
            endif (UBUNTU_EXTRA)
        endif (DEBIAN_FOUND)
    endif (APPLE)
endif (UNIX)


# ----------------------------------------------------------------------
# thirdparty directory
set(THIRDPARTY_DIR "${INDEX_SOURCE_DIR}/thirdparty")

# ----------------------------------------------------------------------
# JFrog
if(NOT DEFINED USE_JFROG_CACHE)
    set(USE_JFROG_CACHE "OFF")
endif()
if(USE_JFROG_CACHE STREQUAL "ON")
    set(JFROG_ARTFACTORY_CACHE_URL "${JFROG_ARTFACTORY_URL}/milvus/thirdparty/cache/${CMAKE_OS_NAME}/${KNOWHERE_BUILD_ARCH}/${BUILD_TYPE}")
    set(THIRDPARTY_PACKAGE_CACHE "${THIRDPARTY_DIR}/cache")
    if(NOT EXISTS ${THIRDPARTY_PACKAGE_CACHE})
        message(STATUS "Will create cached directory: ${THIRDPARTY_PACKAGE_CACHE}")
        file(MAKE_DIRECTORY ${THIRDPARTY_PACKAGE_CACHE})
    endif()
endif()

macro(resolve_dependency DEPENDENCY_NAME)
    if (${DEPENDENCY_NAME}_SOURCE STREQUAL "AUTO")
        #disable find_package for now
        build_dependency(${DEPENDENCY_NAME})
    elseif (${DEPENDENCY_NAME}_SOURCE STREQUAL "BUNDLED")
        build_dependency(${DEPENDENCY_NAME})
    elseif (${DEPENDENCY_NAME}_SOURCE STREQUAL "SYSTEM")
        find_package(${DEPENDENCY_NAME} REQUIRED)
    endif ()
endmacro()

# ----------------------------------------------------------------------
# ExternalProject options

string(TOUPPER ${CMAKE_BUILD_TYPE} UPPERCASE_BUILD_TYPE)

set(EP_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${CMAKE_CXX_FLAGS_${UPPERCASE_BUILD_TYPE}}")
set(EP_C_FLAGS "${CMAKE_C_FLAGS} ${CMAKE_C_FLAGS_${UPPERCASE_BUILD_TYPE}}")

if(NOT MSVC)
    # Set -fPIC on all external projects
    set(EP_CXX_FLAGS "${EP_CXX_FLAGS} -fPIC")
    set(EP_C_FLAGS "${EP_C_FLAGS} -fPIC")
endif()

# CC/CXX environment variables are captured on the first invocation of the
# builder (e.g make or ninja) instead of when CMake is invoked into to build
# directory. This leads to issues if the variables are exported in a subshell
# and the invocation of make/ninja is in distinct subshell without the same
# environment (CC/CXX).
set(EP_COMMON_TOOLCHAIN -DCMAKE_C_COMPILER=${CMAKE_C_COMPILER}
        -DCMAKE_CXX_COMPILER=${CMAKE_CXX_COMPILER})

if(CMAKE_AR)
    set(EP_COMMON_TOOLCHAIN ${EP_COMMON_TOOLCHAIN} -DCMAKE_AR=${CMAKE_AR})
endif()

if(CMAKE_RANLIB)
    set(EP_COMMON_TOOLCHAIN ${EP_COMMON_TOOLCHAIN} -DCMAKE_RANLIB=${CMAKE_RANLIB})
endif()

# External projects are still able to override the following declarations.
# cmake command line will favor the last defined variable when a duplicate is
# encountered. This requires that `EP_COMMON_CMAKE_ARGS` is always the first
# argument.
set(EP_COMMON_CMAKE_ARGS
        ${EP_COMMON_TOOLCHAIN}
        -DCMAKE_BUILD_TYPE=${CMAKE_BUILD_TYPE}
        -DCMAKE_C_FLAGS=${EP_C_FLAGS}
        -DCMAKE_C_FLAGS_${UPPERCASE_BUILD_TYPE}=${EP_C_FLAGS}
        -DCMAKE_CXX_FLAGS=${EP_CXX_FLAGS}
        -DCMAKE_CXX_FLAGS_${UPPERCASE_BUILD_TYPE}=${EP_CXX_FLAGS})

if(NOT KNOWHERE_VERBOSE_THIRDPARTY_BUILD)
    set(EP_LOG_OPTIONS LOG_CONFIGURE 1 LOG_BUILD 1 LOG_INSTALL 1 LOG_DOWNLOAD 1)
else()
    set(EP_LOG_OPTIONS)
endif()

# Ensure that a default make is set
if("${MAKE}" STREQUAL "")
    if(NOT MSVC)
        find_program(MAKE make)
    endif()
endif()

set(MAKE_BUILD_ARGS "-j8")


# ----------------------------------------------------------------------
# Find pthreads

set(THREADS_PREFER_PTHREAD_FLAG ON)
find_package(Threads REQUIRED)

# ----------------------------------------------------------------------
# Versions and URLs for toolchain builds, which also can be used to configure
# offline builds

# Read toolchain versions from cpp/thirdparty/versions.txt
file(STRINGS "${THIRDPARTY_DIR}/versions.txt" TOOLCHAIN_VERSIONS_TXT)
foreach(_VERSION_ENTRY ${TOOLCHAIN_VERSIONS_TXT})
    # Exclude comments
    if(NOT _VERSION_ENTRY MATCHES "^[^#][A-Za-z0-9-_]+_VERSION=")
        continue()
    endif()

    string(REGEX MATCH "^[^=]*" _LIB_NAME ${_VERSION_ENTRY})
    string(REPLACE "${_LIB_NAME}=" "" _LIB_VERSION ${_VERSION_ENTRY})

    # Skip blank or malformed lines
    if(${_LIB_VERSION} STREQUAL "")
        continue()
    endif()

    # For debugging
    #message(STATUS "${_LIB_NAME}: ${_LIB_VERSION}")

    set(${_LIB_NAME} "${_LIB_VERSION}")
endforeach()

if(CUSTOMIZATION)
    execute_process(COMMAND wget -q --method HEAD ${FAISS_URL} RESULT_VARIABLE return_code)
    message(STATUS "Check the remote cache file ${FAISS_URL}. return code = ${return_code}")
    if (NOT return_code EQUAL 0)
        MESSAGE(FATAL_ERROR "Can't access to ${FAISS_URL}")
    else()
        set(FAISS_SOURCE_URL ${FAISS_URL})
        # set(FAISS_MD5 "a589663865a8558205533c8ac414278c")
        # set(FAISS_MD5 "57da9c4f599cc8fa4260488b1c96e1cc") # commit-id 6dbdf75987c34a2c853bd172ea0d384feea8358c branch-0.2.0
        # set(FAISS_MD5 "21deb1c708490ca40ecb899122c01403") # commit-id 643e48f479637fd947e7b93fa4ca72b38ecc9a39 branch-0.2.0
        # set(FAISS_MD5 "072db398351cca6e88f52d743bbb9fa0") # commit-id 3a2344d04744166af41ef1a74449d68a315bfe17 branch-0.2.1
        # set(FAISS_MD5 "c89ea8e655f5cdf58f42486f13614714") # commit-id 9c28a1cbb88f41fa03b03d7204106201ad33276b branch-0.2.1
        set(FAISS_MD5 "f3b2ce3364c3fa7febd3aa7fdd0fe380") # commit-id 694e03458e6b69ce8a62502f71f69a614af5af8f branch-0.3.0
    endif()
else()
    set(FAISS_SOURCE_URL "https://github.com/facebookresearch/faiss/archive/v1.5.3.tar.gz")
    set(FAISS_MD5 "0bc12737b23def156f6a1eb782050135")
endif()
message(STATUS "FAISS URL = ${FAISS_SOURCE_URL}")

if(DEFINED ENV{KNOWHERE_ARROW_URL})
    set(ARROW_SOURCE_URL "$ENV{KNOWHERE_ARROW_URL}")
else()
    set(ARROW_SOURCE_URL
            "https://github.com/apache/arrow.git"
            )
endif()

if (DEFINED ENV{KNOWHERE_GTEST_URL})
    set(GTEST_SOURCE_URL "$ENV{KNOWHERE_GTEST_URL}")
else ()
    set(GTEST_SOURCE_URL
            "https://github.com/google/googletest/archive/release-${GTEST_VERSION}.tar.gz")
endif()
set(GTEST_MD5 "2e6fbeb6a91310a16efe181886c59596")

if(DEFINED ENV{KNOWHERE_LAPACK_URL})
    set(LAPACK_SOURCE_URL "$ENV{KNOWHERE_LAPACK_URL}")
else()
    set(LAPACK_SOURCE_URL "https://github.com/Reference-LAPACK/lapack/archive/${LAPACK_VERSION}.tar.gz")
endif()
set(LAPACK_MD5 "96591affdbf58c450d45c1daa540dbd2")

if (DEFINED ENV{KNOWHERE_OPENBLAS_URL})
    set(OPENBLAS_SOURCE_URL "$ENV{KNOWHERE_OPENBLAS_URL}")
else ()
    set(OPENBLAS_SOURCE_URL
            "https://github.com/xianyi/OpenBLAS/archive/${OPENBLAS_VERSION}.tar.gz")
endif()
set(OPENBLAS_MD5 "8a110a25b819a4b94e8a9580702b6495")

# ----------------------------------------------------------------------
# ARROW
set(ARROW_PREFIX "${INDEX_BINARY_DIR}/arrow_ep-prefix/src/arrow_ep/cpp")

macro(build_arrow)
    message(STATUS "Building Apache ARROW-${ARROW_VERSION} from source")
    set(ARROW_STATIC_LIB_NAME arrow)
        set(ARROW_STATIC_LIB
            "${ARROW_PREFIX}/lib/${CMAKE_STATIC_LIBRARY_PREFIX}${ARROW_STATIC_LIB_NAME}${CMAKE_STATIC_LIBRARY_SUFFIX}"
            )
                set(ARROW_INCLUDE_DIR "${ARROW_PREFIX}/include")

    set(ARROW_CMAKE_ARGS
            ${EP_COMMON_CMAKE_ARGS}
            -DARROW_BUILD_STATIC=ON
            -DARROW_BUILD_SHARED=OFF
            -DARROW_PARQUET=OFF
            -DARROW_USE_GLOG=OFF
            -DCMAKE_INSTALL_PREFIX=${ARROW_PREFIX}
            "-DCMAKE_LIBRARY_PATH=${CUDA_TOOLKIT_ROOT_DIR}/lib64/stubs"
            -DCMAKE_BUILD_TYPE=Release
            -DARROW_DEPENDENCY_SOURCE=BUNDLED) #Build all arrow dependencies from source instead of calling find_package first

    
    if(USE_JFROG_CACHE STREQUAL "ON")
        execute_process(COMMAND sh -c "git ls-remote --heads --tags ${ARROW_SOURCE_URL} ${ARROW_VERSION} | cut -f 1" OUTPUT_VARIABLE ARROW_LAST_COMMIT_ID)
        if(${ARROW_LAST_COMMIT_ID} MATCHES "^[^#][a-z0-9]+")
            string(MD5 ARROW_COMBINE_MD5 "${ARROW_LAST_COMMIT_ID}")
            set(ARROW_CACHE_PACKAGE_NAME "arrow_${ARROW_COMBINE_MD5}.tar.gz")
            set(ARROW_CACHE_URL "${JFROG_ARTFACTORY_CACHE_URL}/${ARROW_CACHE_PACKAGE_NAME}")
            set(ARROW_CACHE_PACKAGE_PATH "${THIRDPARTY_PACKAGE_CACHE}/${ARROW_CACHE_PACKAGE_NAME}")

            execute_process(COMMAND wget -q --method HEAD ${ARROW_CACHE_URL} RESULT_VARIABLE return_code)
            message(STATUS "Check the remote file ${ARROW_CACHE_URL}. return code = ${return_code}")
            if (NOT return_code EQUAL 0)
                externalproject_add(arrow_ep
                        GIT_REPOSITORY
                        ${ARROW_SOURCE_URL}
                        GIT_TAG
                        ${ARROW_VERSION}
                        GIT_SHALLOW
                        TRUE
                        SOURCE_SUBDIR
                        cpp
                        ${EP_LOG_OPTIONS}
                        CMAKE_ARGS
                        ${ARROW_CMAKE_ARGS}
                        BUILD_COMMAND
                        ${MAKE}
                        ${MAKE_BUILD_ARGS}
                        INSTALL_COMMAND
                        ${MAKE} install
                        BUILD_BYPRODUCTS
                        "${ARROW_STATIC_LIB}"
                        )

                ExternalProject_Create_Cache(arrow_ep ${ARROW_CACHE_PACKAGE_PATH} "${INDEX_BINARY_DIR}/arrow_ep-prefix" ${JFROG_USER_NAME} ${JFROG_PASSWORD} ${ARROW_CACHE_URL})
            else()
                file(DOWNLOAD ${ARROW_CACHE_URL} ${ARROW_CACHE_PACKAGE_PATH} STATUS status)
                list(GET status 0 status_code)
                message(STATUS "DOWNLOADING FROM ${ARROW_CACHE_URL} TO ${ARROW_CACHE_PACKAGE_PATH}. STATUS = ${status_code}")
                if (status_code EQUAL 0)
                    ExternalProject_Use_Cache(arrow_ep ${ARROW_CACHE_PACKAGE_PATH} ${INDEX_BINARY_DIR})
                endif()
            endif()
        else()
            message(FATAL_ERROR "The last commit ID of \"${ARROW_SOURCE_URL}\" repository don't match!")
        endif()
    else()
        externalproject_add(arrow_ep
                GIT_REPOSITORY
                ${ARROW_SOURCE_URL}
                GIT_TAG
                ${ARROW_VERSION}
                GIT_SHALLOW
                TRUE
                SOURCE_SUBDIR
                cpp
                ${EP_LOG_OPTIONS}
                CMAKE_ARGS
                ${ARROW_CMAKE_ARGS}
                BUILD_COMMAND
                ${MAKE}
                ${MAKE_BUILD_ARGS}
                INSTALL_COMMAND
                ${MAKE} install
                BUILD_BYPRODUCTS
                "${ARROW_STATIC_LIB}"
                )
    endif()

    file(MAKE_DIRECTORY "${ARROW_PREFIX}/include")
    add_library(arrow STATIC IMPORTED)
    set_target_properties(arrow
            PROPERTIES IMPORTED_LOCATION "${ARROW_STATIC_LIB}"
            INTERFACE_INCLUDE_DIRECTORIES "${ARROW_INCLUDE_DIR}")
        add_dependencies(arrow arrow_ep)

    set(JEMALLOC_PREFIX "${INDEX_BINARY_DIR}/arrow_ep-prefix/src/arrow_ep-build/jemalloc_ep-prefix/src/jemalloc_ep")

    add_custom_command(TARGET arrow_ep POST_BUILD
            COMMAND ${CMAKE_COMMAND} -E make_directory ${ARROW_PREFIX}/lib/
            COMMAND ${CMAKE_COMMAND} -E copy ${JEMALLOC_PREFIX}/lib/libjemalloc_pic.a ${ARROW_PREFIX}/lib/
            DEPENDS ${JEMALLOC_PREFIX}/lib/libjemalloc_pic.a)

endmacro()

if(KNOWHERE_WITH_ARROW AND NOT TARGET arrow_ep)

    resolve_dependency(ARROW)

    link_directories(SYSTEM ${ARROW_PREFIX}/lib/)
    include_directories(SYSTEM ${ARROW_INCLUDE_DIR})
endif()

# ----------------------------------------------------------------------
# OpenBLAS

macro(build_openblas)
    message(STATUS "Building OpenBLAS-${OPENBLAS_VERSION} from source")
    set(OPENBLAS_PREFIX "${INDEX_BINARY_DIR}/openblas_ep-prefix/src/openblas_ep")
    set(OPENBLAS_INCLUDE_DIR "${OPENBLAS_PREFIX}/include")
    set(OPENBLAS_STATIC_LIB
            "${OPENBLAS_PREFIX}/lib/${CMAKE_STATIC_LIBRARY_PREFIX}openblas${CMAKE_STATIC_LIBRARY_SUFFIX}")
    set(OPENBLAS_REAL_STATIC_LIB
            "${OPENBLAS_PREFIX}/lib/${CMAKE_STATIC_LIBRARY_PREFIX}openblas_haswellp-r0.3.6${CMAKE_STATIC_LIBRARY_SUFFIX}")

    if(USE_JFROG_CACHE STREQUAL "ON")
        set(OPENBLAS_CACHE_PACKAGE_NAME "openblas_${OPENBLAS_MD5}.tar.gz")
        set(OPENBLAS_CACHE_URL "${JFROG_ARTFACTORY_CACHE_URL}/${OPENBLAS_CACHE_PACKAGE_NAME}")
        set(OPENBLAS_CACHE_PACKAGE_PATH "${THIRDPARTY_PACKAGE_CACHE}/${OPENBLAS_CACHE_PACKAGE_NAME}")

        execute_process(COMMAND wget -q --method HEAD ${OPENBLAS_CACHE_URL} RESULT_VARIABLE return_code)
        message(STATUS "Check the remote file ${OPENBLAS_CACHE_URL}. return code = ${return_code}")
        if (NOT return_code EQUAL 0)
            externalproject_add(openblas_ep
                    URL
                    ${OPENBLAS_SOURCE_URL}
                    ${EP_LOG_OPTIONS}
                    CONFIGURE_COMMAND
                    ""
                    BUILD_IN_SOURCE
                    1
                    BUILD_COMMAND
                    ${MAKE}
                    ${MAKE_BUILD_ARGS}
                    INSTALL_COMMAND
                    ${MAKE}
                    PREFIX=${OPENBLAS_PREFIX}
                    install
                    BUILD_BYPRODUCTS
                    ${OPENBLAS_STATIC_LIB})

            ExternalProject_Create_Cache(openblas_ep ${OPENBLAS_CACHE_PACKAGE_PATH} "${INDEX_BINARY_DIR}/openblas_ep-prefix" ${JFROG_USER_NAME} ${JFROG_PASSWORD} ${OPENBLAS_CACHE_URL})
        else()
            file(DOWNLOAD ${OPENBLAS_CACHE_URL} ${OPENBLAS_CACHE_PACKAGE_PATH} STATUS status)
            list(GET status 0 status_code)
            message(STATUS "DOWNLOADING FROM ${OPENBLAS_CACHE_URL} TO ${OPENBLAS_CACHE_PACKAGE_PATH}. STATUS = ${status_code}")
            if (status_code EQUAL 0)
                ExternalProject_Use_Cache(openblas_ep ${OPENBLAS_CACHE_PACKAGE_PATH} ${INDEX_BINARY_DIR})
            endif()
        endif()
    else()
        externalproject_add(openblas_ep
                URL
                ${OPENBLAS_SOURCE_URL}
                ${EP_LOG_OPTIONS}
                CONFIGURE_COMMAND
                ""
                BUILD_IN_SOURCE
                1
                BUILD_COMMAND
                ${MAKE}
                ${MAKE_BUILD_ARGS}
                INSTALL_COMMAND
                ${MAKE}
                PREFIX=${OPENBLAS_PREFIX}
                install
                BUILD_BYPRODUCTS
                ${OPENBLAS_STATIC_LIB})
    endif()

    file(MAKE_DIRECTORY "${OPENBLAS_INCLUDE_DIR}")
    add_library(openblas STATIC IMPORTED)
    set_target_properties(
            openblas
            PROPERTIES IMPORTED_LOCATION "${OPENBLAS_STATIC_LIB}"
            INTERFACE_INCLUDE_DIRECTORIES "${OPENBLAS_INCLUDE_DIR}")

    add_dependencies(openblas openblas_ep)
endmacro()

# ----------------------------------------------------------------------
# LAPACK

macro(build_lapack)
    message(STATUS "Building LAPACK-${LAPACK_VERSION} from source")
    set(LAPACK_PREFIX "${INDEX_BINARY_DIR}/lapack_ep-prefix/src/lapack_ep")
    set(LAPACK_INCLUDE_DIR "${LAPACK_PREFIX}/include")
    set(LAPACK_STATIC_LIB
            "${LAPACK_PREFIX}/lib/${CMAKE_STATIC_LIBRARY_PREFIX}lapack${CMAKE_STATIC_LIBRARY_SUFFIX}")
    set(BLAS_STATIC_LIB
            "${LAPACK_PREFIX}/lib/${CMAKE_STATIC_LIBRARY_PREFIX}blas${CMAKE_STATIC_LIBRARY_SUFFIX}")

    set(LAPACK_CMAKE_ARGS
            ${EP_COMMON_CMAKE_ARGS}
            "-DCMAKE_INSTALL_PREFIX=${LAPACK_PREFIX}"
            -DCMAKE_INSTALL_LIBDIR=lib)

    if(USE_JFROG_CACHE STREQUAL "ON")
        set(LAPACK_CACHE_PACKAGE_NAME "lapack_${LAPACK_MD5}.tar.gz")
        set(LAPACK_CACHE_URL "${JFROG_ARTFACTORY_CACHE_URL}/${LAPACK_CACHE_PACKAGE_NAME}")
        set(LAPACK_CACHE_PACKAGE_PATH "${THIRDPARTY_PACKAGE_CACHE}/${LAPACK_CACHE_PACKAGE_NAME}")

        execute_process(COMMAND wget -q --method HEAD ${LAPACK_CACHE_URL} RESULT_VARIABLE return_code)
        message(STATUS "Check the remote file ${LAPACK_CACHE_URL}. return code = ${return_code}")
        if (NOT return_code EQUAL 0)
            externalproject_add(lapack_ep
                    URL
                    ${LAPACK_SOURCE_URL}
                    ${EP_LOG_OPTIONS}
                    CMAKE_ARGS
                    ${LAPACK_CMAKE_ARGS}
                    BUILD_COMMAND
                    ${MAKE}
                    ${MAKE_BUILD_ARGS}
                    BUILD_BYPRODUCTS
                    ${LAPACK_STATIC_LIB})

            ExternalProject_Create_Cache(lapack_ep ${LAPACK_CACHE_PACKAGE_PATH} "${INDEX_BINARY_DIR}/lapack_ep-prefix" ${JFROG_USER_NAME} ${JFROG_PASSWORD} ${LAPACK_CACHE_URL})
        else()
            file(DOWNLOAD ${LAPACK_CACHE_URL} ${LAPACK_CACHE_PACKAGE_PATH} STATUS status)
            list(GET status 0 status_code)
            message(STATUS "DOWNLOADING FROM ${LAPACK_CACHE_URL} TO ${LAPACK_CACHE_PACKAGE_PATH}. STATUS = ${status_code}")
            if (status_code EQUAL 0)
                ExternalProject_Use_Cache(lapack_ep ${LAPACK_CACHE_PACKAGE_PATH} ${INDEX_BINARY_DIR})
            endif()
        endif()
    else()
        externalproject_add(lapack_ep
                URL
                ${LAPACK_SOURCE_URL}
                ${EP_LOG_OPTIONS}
                CMAKE_ARGS
                ${LAPACK_CMAKE_ARGS}
                BUILD_COMMAND
                ${MAKE}
                ${MAKE_BUILD_ARGS}
                BUILD_BYPRODUCTS
                ${LAPACK_STATIC_LIB})
    endif()

    file(MAKE_DIRECTORY "${LAPACK_INCLUDE_DIR}")
    add_library(lapack STATIC IMPORTED)
    set_target_properties(
            lapack
            PROPERTIES IMPORTED_LOCATION "${LAPACK_STATIC_LIB}"
            INTERFACE_INCLUDE_DIRECTORIES "${LAPACK_INCLUDE_DIR}")

    add_dependencies(lapack lapack_ep)
endmacro()

# ----------------------------------------------------------------------
# Google gtest

macro(build_gtest)
    message(STATUS "Building gtest-${GTEST_VERSION} from source")
    set(GTEST_VENDORED TRUE)
    set(GTEST_CMAKE_CXX_FLAGS "${EP_CXX_FLAGS}")

    if(APPLE)
        set(GTEST_CMAKE_CXX_FLAGS
                ${GTEST_CMAKE_CXX_FLAGS}
                -DGTEST_USE_OWN_TR1_TUPLE=1
                -Wno-unused-value
                -Wno-ignored-attributes)
    endif()

    set(GTEST_PREFIX "${INDEX_BINARY_DIR}/googletest_ep-prefix/src/googletest_ep")
    set(GTEST_INCLUDE_DIR "${GTEST_PREFIX}/include")
    set(GTEST_STATIC_LIB
            "${GTEST_PREFIX}/lib/${CMAKE_STATIC_LIBRARY_PREFIX}gtest${CMAKE_STATIC_LIBRARY_SUFFIX}")
    set(GTEST_MAIN_STATIC_LIB
            "${GTEST_PREFIX}/lib/${CMAKE_STATIC_LIBRARY_PREFIX}gtest_main${CMAKE_STATIC_LIBRARY_SUFFIX}")

    set(GTEST_CMAKE_ARGS
            ${EP_COMMON_CMAKE_ARGS}
            "-DCMAKE_INSTALL_PREFIX=${GTEST_PREFIX}"
            "-DCMAKE_INSTALL_LIBDIR=lib"
            -DCMAKE_CXX_FLAGS=${GTEST_CMAKE_CXX_FLAGS}
            -DCMAKE_BUILD_TYPE=Release)

    set(GMOCK_INCLUDE_DIR "${GTEST_PREFIX}/include")
    set(GMOCK_STATIC_LIB
            "${GTEST_PREFIX}/lib/${CMAKE_STATIC_LIBRARY_PREFIX}gmock${CMAKE_STATIC_LIBRARY_SUFFIX}"
    )


    if(USE_JFROG_CACHE STREQUAL "ON")
        set(GTEST_CACHE_PACKAGE_NAME "googletest_${GTEST_MD5}.tar.gz")
        set(GTEST_CACHE_URL "${JFROG_ARTFACTORY_CACHE_URL}/${GTEST_CACHE_PACKAGE_NAME}")
        set(GTEST_CACHE_PACKAGE_PATH "${THIRDPARTY_PACKAGE_CACHE}/${GTEST_CACHE_PACKAGE_NAME}")

        execute_process(COMMAND wget -q --method HEAD ${GTEST_CACHE_URL} RESULT_VARIABLE return_code)
        message(STATUS "Check the remote file ${GTEST_CACHE_URL}. return code = ${return_code}")
        if (NOT return_code EQUAL 0)
            ExternalProject_Add(googletest_ep
                    URL
                    ${GTEST_SOURCE_URL}
                    BUILD_COMMAND
                    ${MAKE}
                    ${MAKE_BUILD_ARGS}
                    BUILD_BYPRODUCTS
                    ${GTEST_STATIC_LIB}
                    ${GTEST_MAIN_STATIC_LIB}
                    ${GMOCK_STATIC_LIB}
                    CMAKE_ARGS
                    ${GTEST_CMAKE_ARGS}
                    ${EP_LOG_OPTIONS})

            ExternalProject_Create_Cache(googletest_ep ${GTEST_CACHE_PACKAGE_PATH} "${INDEX_BINARY_DIR}/googletest_ep-prefix" ${JFROG_USER_NAME} ${JFROG_PASSWORD} ${GTEST_CACHE_URL})
        else()
            file(DOWNLOAD ${GTEST_CACHE_URL} ${GTEST_CACHE_PACKAGE_PATH} STATUS status)
            list(GET status 0 status_code)
            message(STATUS "DOWNLOADING FROM ${GTEST_CACHE_URL} TO ${GTEST_CACHE_PACKAGE_PATH}. STATUS = ${status_code}")
            if (status_code EQUAL 0)
                ExternalProject_Use_Cache(googletest_ep ${GTEST_CACHE_PACKAGE_PATH} ${INDEX_BINARY_DIR})
            endif()
        endif()
    else()
        ExternalProject_Add(googletest_ep
                URL
                ${GTEST_SOURCE_URL}
                BUILD_COMMAND
                ${MAKE}
                ${MAKE_BUILD_ARGS}
                BUILD_BYPRODUCTS
                ${GTEST_STATIC_LIB}
                ${GTEST_MAIN_STATIC_LIB}
                ${GMOCK_STATIC_LIB}
                CMAKE_ARGS
                ${GTEST_CMAKE_ARGS}
                ${EP_LOG_OPTIONS})
    endif()

    # The include directory must exist before it is referenced by a target.
    file(MAKE_DIRECTORY "${GTEST_INCLUDE_DIR}")

    add_library(gtest STATIC IMPORTED)
    set_target_properties(gtest
                            PROPERTIES IMPORTED_LOCATION "${GTEST_STATIC_LIB}"
                            INTERFACE_INCLUDE_DIRECTORIES "${GTEST_INCLUDE_DIR}")

    add_library(gtest_main STATIC IMPORTED)
    set_target_properties(gtest_main
                            PROPERTIES IMPORTED_LOCATION "${GTEST_MAIN_STATIC_LIB}"
                            INTERFACE_INCLUDE_DIRECTORIES "${GTEST_INCLUDE_DIR}")

    add_library(gmock STATIC IMPORTED)
    set_target_properties(gmock
            PROPERTIES IMPORTED_LOCATION "${GMOCK_STATIC_LIB}"
            INTERFACE_INCLUDE_DIRECTORIES "${GTEST_INCLUDE_DIR}")

    add_dependencies(gtest googletest_ep)
    add_dependencies(gtest_main googletest_ep)
    add_dependencies(gmock googletest_ep)

endmacro()

if (KNOWHERE_BUILD_TESTS AND NOT TARGET googletest_ep)
    resolve_dependency(GTest)

    if(NOT GTEST_VENDORED)
    endif()

    # TODO: Don't use global includes but rather target_include_directories
    get_target_property(GTEST_INCLUDE_DIR gtest INTERFACE_INCLUDE_DIRECTORIES)
    link_directories(SYSTEM "${GTEST_PREFIX}/lib")
    include_directories(SYSTEM ${GTEST_INCLUDE_DIR})
endif()

# ----------------------------------------------------------------------
# FAISS

macro(build_faiss)
    message(STATUS "Building FAISS-${FAISS_VERSION} from source")
    set(FAISS_PREFIX "${INDEX_BINARY_DIR}/faiss_ep-prefix/src/faiss_ep")
    set(FAISS_INCLUDE_DIR "${FAISS_PREFIX}/include")
    set(FAISS_STATIC_LIB
            "${FAISS_PREFIX}/lib/${CMAKE_STATIC_LIBRARY_PREFIX}faiss${CMAKE_STATIC_LIBRARY_SUFFIX}")

                    
    set(FAISS_CONFIGURE_ARGS
            "--prefix=${FAISS_PREFIX}"
            "CFLAGS=${EP_C_FLAGS}"
            "CXXFLAGS=${EP_CXX_FLAGS}"
            "LDFLAGS=-L${OPENBLAS_PREFIX}/lib -L${LAPACK_PREFIX}/lib -lopenblas -llapack"
            --without-python)

                        
    if(${KNOWHERE_WITH_FAISS_GPU_VERSION} STREQUAL "ON")
        set(FAISS_CONFIGURE_ARGS ${FAISS_CONFIGURE_ARGS}
                "--with-cuda=${CUDA_TOOLKIT_ROOT_DIR}"
                "--with-cuda-arch=-gencode=arch=compute_60,code=sm_60 -gencode=arch=compute_61,code=sm_61 -gencode=arch=compute_70,code=sm_70 -gencode=arch=compute_75,code=sm_75"
                )
    else()
        set(FAISS_CONFIGURE_ARGS ${FAISS_CONFIGURE_ARGS} --without-cuda)
    endif()

    if(USE_JFROG_CACHE STREQUAL "ON")
        string(MD5 FAISS_COMBINE_MD5 "${FAISS_MD5}${LAPACK_MD5}${OPENBLAS_MD5}")
        set(FAISS_CACHE_PACKAGE_NAME "faiss_${FAISS_COMBINE_MD5}.tar.gz")
        set(FAISS_CACHE_URL "${JFROG_ARTFACTORY_CACHE_URL}/${FAISS_CACHE_PACKAGE_NAME}")
        set(FAISS_CACHE_PACKAGE_PATH "${THIRDPARTY_PACKAGE_CACHE}/${FAISS_CACHE_PACKAGE_NAME}")

        execute_process(COMMAND wget -q --method HEAD ${FAISS_CACHE_URL} RESULT_VARIABLE return_code)
        message(STATUS "Check the remote file ${FAISS_CACHE_URL}. return code = ${return_code}")
        if (NOT return_code EQUAL 0)
            externalproject_add(faiss_ep
                    URL
                    ${FAISS_SOURCE_URL}
                    ${EP_LOG_OPTIONS}
                    CONFIGURE_COMMAND
                    "./configure"
                    ${FAISS_CONFIGURE_ARGS}
                    BUILD_COMMAND
                    ${MAKE} ${MAKE_BUILD_ARGS} all
                    BUILD_IN_SOURCE
                    1
                    INSTALL_COMMAND
                    ${MAKE} install
                    BUILD_BYPRODUCTS
                    ${FAISS_STATIC_LIB})

            ExternalProject_Add_StepDependencies(faiss_ep build openblas_ep lapack_ep)

            ExternalProject_Create_Cache(faiss_ep ${FAISS_CACHE_PACKAGE_PATH} "${INDEX_BINARY_DIR}/faiss_ep-prefix" ${JFROG_USER_NAME} ${JFROG_PASSWORD} ${FAISS_CACHE_URL})
        else()
            file(DOWNLOAD ${FAISS_CACHE_URL} ${FAISS_CACHE_PACKAGE_PATH} STATUS status)
            list(GET status 0 status_code)
            message(STATUS "DOWNLOADING FROM ${FAISS_CACHE_URL} TO ${FAISS_CACHE_PACKAGE_PATH}. STATUS = ${status_code}")
            if (status_code EQUAL 0)
                ExternalProject_Use_Cache(faiss_ep ${FAISS_CACHE_PACKAGE_PATH} ${INDEX_BINARY_DIR})
            endif()
        endif()
    else()
        externalproject_add(faiss_ep
                URL
                ${FAISS_SOURCE_URL}
                ${EP_LOG_OPTIONS}
                CONFIGURE_COMMAND
                "./configure"
                ${FAISS_CONFIGURE_ARGS}
                BUILD_COMMAND
                ${MAKE} ${MAKE_BUILD_ARGS} all
                BUILD_IN_SOURCE
                1
                INSTALL_COMMAND
                ${MAKE} install
                BUILD_BYPRODUCTS
                ${FAISS_STATIC_LIB})

        ExternalProject_Add_StepDependencies(faiss_ep build openblas_ep lapack_ep)
    endif()

    file(MAKE_DIRECTORY "${FAISS_INCLUDE_DIR}")
    add_library(faiss STATIC IMPORTED)
    set_target_properties(
            faiss
            PROPERTIES IMPORTED_LOCATION "${FAISS_STATIC_LIB}"
            INTERFACE_INCLUDE_DIRECTORIES "${FAISS_INCLUDE_DIR}"
            INTERFACE_LINK_LIBRARIES "openblas;lapack" )

    add_dependencies(faiss faiss_ep)

endmacro()

if(KNOWHERE_WITH_FAISS AND NOT TARGET faiss_ep)

    resolve_dependency(OpenBLAS)
    get_target_property(OPENBLAS_INCLUDE_DIR openblas INTERFACE_INCLUDE_DIRECTORIES)
    include_directories(SYSTEM "${OPENBLAS_INCLUDE_DIR}")
    link_directories(SYSTEM ${OPENBLAS_PREFIX}/lib)

    resolve_dependency(LAPACK)
    get_target_property(LAPACK_INCLUDE_DIR lapack INTERFACE_INCLUDE_DIRECTORIES)
    include_directories(SYSTEM "${LAPACK_INCLUDE_DIR}")
    link_directories(SYSTEM "${LAPACK_PREFIX}/lib")

    resolve_dependency(FAISS)
    get_target_property(FAISS_INCLUDE_DIR faiss INTERFACE_INCLUDE_DIRECTORIES)
    include_directories(SYSTEM "${FAISS_INCLUDE_DIR}")
    link_directories(SYSTEM ${FAISS_PREFIX}/lib/)
endif()