[skip e2e]Add go mod cache & 3rd party cache (#15678)

Signed-off-by: Jenny Li <jing.li@zilliz.com>

.github/workflows/code-checker.yaml

@@ -48,6 +48,20 @@ jobs:
           path: .docker/amd64-ubuntu18.04-ccache
           key: ubuntu18.04-ccache-${{ hashFiles('internal/core/**') }}
           restore-keys: ubuntu18.04-ccache-
+      - name: Cache Third Party
+        if: ${{  matrix.os == 'ubuntu-18.04' }}
+        uses: actions/cache@v1
+        with:
+          path: .docker/thirdparty
+          key: ubuntu18.04-thirdparty-${{ hashFiles('internal/core/**') }}
+          restore-keys: ubuntu18.04-thirdparty-
+      - name: Mac Cache Third Party
+        if: ${{  matrix.os == 'macos-11' }}
+        uses: actions/cache@v1
+        with:
+          path: /tmp/thirdparty 
+          key: macos-11-thirdparty-${{ hashFiles('internal/core/**') }}
+          restore-keys: macos-11-thirdparty-
       - name: Mac Cache CCache Volumes
         if: ${{  matrix.os == 'macos-11' }}
         uses: actions/cache@v1
@@ -62,6 +76,18 @@ jobs:
           path: .docker/amd64-ubuntu18.04-go-mod
           key: ubuntu18.04-go-mod-${{ hashFiles('**/go.sum') }}
           restore-keys: ubuntu18.04-go-mod-
+      - name: Setup Go environment
+        uses: actions/setup-go@v2.2.0
+        if: ${{  matrix.os == 'macos-11' }}
+        with:
+          go-version: '^1.17.1'
+      - name: Mac Cache Go Mod Volumes
+        if: ${{  matrix.os == 'macos-11' }}
+        uses: actions/cache@v1
+        with:
+          path: ~/go/pkg/mod
+          key: macos-11-go-mod-${{ hashFiles('**/go.sum') }}
+          restore-keys: macos-11-go-mod-
       - name: Code Check
         if: ${{  matrix.os == 'ubuntu-18.04' }}
         env:
@@ -76,13 +102,10 @@ jobs:
           CCACHE_COMPRESS: 1
           CCACHE_COMPRESSLEVEL: 5
           CCACHE_MAXSIZE: 2G
+          CUSTOM_THIRDPARTY_PATH: /tmp/thirdparty          
         run: |
           if [[ ! -d "/var/tmp/ccache" ]];then
             mkdir -p /var/tmp/ccache
           fi
-          bash < <(curl -s -S -L https://raw.githubusercontent.com/moovweb/gvm/master/binscripts/gvm-installer)
-          source ~/.gvm/scripts/gvm
-          gvm install go1.17.2
-          gvm use go1.17.2
           brew install boost libomp ninja tbb ccache
           make check-proto-product && make verifiers