feat: [skip e2e] effective way to use cache (#35232)

issue: https://github.com/milvus-io/milvus/issues/34876
https://github.com/milvus-io/milvus/pull/35109

Signed-off-by: Yellow Shine <sammy.huang@zilliz.com>

.github/workflows/code-checker.yaml

@@ -52,7 +52,7 @@ jobs:
       - name: Checkout
         uses: actions/checkout@v2
       - name: Download Caches
-        uses: ./.github/actions/cache
+        uses: ./.github/actions/cache-restore
         with:
           os: 'ubuntu22.04'
       - name: Code Check
@@ -60,6 +60,11 @@ jobs:
           OS_NAME: 'ubuntu22.04'
         run: |
           ./build/builder.sh /bin/bash -c "make check-proto-product && make verifiers"
+      - name: Save Caches
+        uses: ./.github/actions/cache-save
+        if: github.event_name != 'pull_request'
+        with:
+          os: 'ubuntu22.04'
 
   amazonlinux:
     if: ${{ false }} # skip for now
@@ -80,13 +85,18 @@ jobs:
       - name: Checkout
         uses: actions/checkout@v2
       - name: Download Caches
-        uses: ./.github/actions/cache
+        uses: ./.github/actions/cache-restore
         with:
           os: 'amazonlinux2023'
       - name: Code Check
         run: |
           sed -i 's/ubuntu22.04/amazonlinux2023/g' .env
           ./build/builder.sh /bin/bash -c "make install"
+      - name: Save Caches
+        uses: ./.github/actions/cache-save
+        if: github.event_name != 'pull_request'
+        with:
+          os: 'amazonlinux2023'
 
   rockylinux:
     if: ${{ false }} # skip for now
@@ -107,10 +117,15 @@ jobs:
       - name: Checkout
         uses: actions/checkout@v2
       - name: Download Caches
-        uses: ./.github/actions/cache
+        uses: ./.github/actions/cache-restore
         with:
           os: 'rockylinux8'
       - name: Code Check
         run: |
           sed -i 's/ubuntu22.04/rockylinux8/g' .env
           ./build/builder.sh /bin/bash -c "make install"
+      - name: Save Caches
+        uses: ./.github/actions/cache-save
+        if: github.event_name != 'pull_request'
+        with:
+          os: 'rockylinux8'

.github/workflows/main.yaml

@@ -311,3 +311,4 @@ jobs:
           name: ubuntu-20.04-unittests
           fail_ci_if_error: true
           disable_safe_directory: true
+