fix: add openblas in install_deps.sh (#33065)

Install openblas using apt or yum in scripts/install_deps.sh, update
documentations and fix some typos related to build and installation.

issue: #33056, #33066

Signed-off-by: Yinzuo Jiang <jiangyinzuo@foxmail.com>

DEVELOPMENT.md

@@ -195,7 +195,13 @@ To build the Milvus project, run the following command:
 $ make
 ```
 
-If this command succeed, you will now have an executable at `bin/milvus` off of your Milvus project directory.
+If this command succeeds, you will now have an executable at `bin/milvus` in your Milvus project directory.
+
+If you want to run the `bin/milvus` executable on the host machine, you need to set `LD_LIBRARY_PATH` temporarily:
+
+```shell
+$ LD_LIBRARY_PATH=./internal/core/output/lib:lib:$LD_LIBRARY_PATH ./bin/milvus
+```
 
 If you want to update proto file before `make`, we can use the following command:
 
@@ -500,7 +506,6 @@ $ ./build/build_image.sh // build milvus latest docker image
 $ docker images // check if milvus latest image is ready
 REPOSITORY                 TAG                                 IMAGE ID       CREATED          SIZE
 milvusdb/milvus            latest                              63c62ff7c1b7   52 minutes ago   570MB
-$ install with docker compose
 ```
 
 ## GitHub Flow
@@ -602,4 +607,4 @@ A: Reinstall llvm@15
 brew reinstall llvm@15
 export LDFLAGS="-L/opt/homebrew/opt/llvm@15/lib"
 export CPPFLAGS="-I/opt/homebrew/opt/llvm@15/include"
-```
+```

README.md

@@ -60,9 +60,9 @@ Zilliz Cloud is a fully managed service on cloud and the simplest way to deploy
 
 ### Install Milvus
 
-- [Standalone Quick Start Guide](https://milvus.io/docs/v2.0.x/install_standalone-docker.md)
+- [Standalone Quick Start Guide](https://milvus.io/docs/install_standalone-docker.md)
 
-- [Cluster Quick Start Guide](https://milvus.io/docs/v2.0.x/install_cluster-docker.md)
+- [Cluster Quick Start Guide](https://milvus.io/docs/install_cluster-docker.md)
 
 - [Advanced Deployment](https://github.com/milvus-io/milvus/wiki)
 

build/docker/builder/gpu/ubuntu20.04/Dockerfile

@@ -34,7 +34,7 @@ RUN /opt/vcpkg/bootstrap-vcpkg.sh -disableMetrics && ln -s /opt/vcpkg/vcpkg /usr
 
 RUN vcpkg install azure-identity-cpp azure-storage-blobs-cpp gtest
 
-# Instal openblas
+# Install openblas
 # RUN wget https://github.com/xianyi/OpenBLAS/archive/v0.3.21.tar.gz && \
 #    tar zxvf v0.3.21.tar.gz && cd OpenBLAS-0.3.21 && \
 #    make NO_STATIC=1 NO_LAPACK=1 NO_LAPACKE=1 NO_CBLAS=1 NO_AFFINITY=1 USE_OPENMP=1 \

scripts/README.md

@@ -23,6 +23,14 @@ $ go get github.com/golang/protobuf/protoc-gen-go@v1.3.2
 
 Install OpenBlas library
 
+install using apt
+
+```shell
+sudo apt install -y libopenblas-dev
+```
+
+or build from source code
+
 ```shell
 $ wget https://github.com/xianyi/OpenBLAS/archive/v0.3.9.tar.gz && \
 $ tar zxvf v0.3.9.tar.gz && cd OpenBLAS-0.3.9 && \

scripts/install_deps.sh

@@ -22,7 +22,7 @@ function install_linux_deps() {
     sudo apt install -y wget curl ca-certificates gnupg2  \
       g++ gcc gfortran git make ccache libssl-dev zlib1g-dev zip unzip \
       clang-format-10 clang-tidy-10 lcov libtool m4 autoconf automake python3 python3-pip \
-      pkg-config uuid-dev libaio-dev libgoogle-perftools-dev
+      pkg-config uuid-dev libaio-dev libopenblas-dev libgoogle-perftools-dev
 
     sudo pip3 install conan==1.61.0
   elif [[ -x "$(command -v yum)" ]]; then
@@ -31,7 +31,7 @@ function install_linux_deps() {
     sudo yum install -y wget curl which \
       git make automake python3-devel \
       devtoolset-11-gcc devtoolset-11-gcc-c++ devtoolset-11-gcc-gfortran devtoolset-11-libatomic-devel \
-      llvm-toolset-11.0-clang llvm-toolset-11.0-clang-tools-extra \
+      llvm-toolset-11.0-clang llvm-toolset-11.0-clang-tools-extra openblas-devel \
       libaio libuuid-devel zip unzip \
       ccache lcov libtool m4 autoconf automake