Update ci workflow

Author: tuhaihe

.github/workflows/build_and_unit_test.yml

@@ -22,7 +22,7 @@ jobs:
         fetch-depth: 0
 
     - name: Set up Go
-      uses: actions/setup-go@v4
+      uses: actions/setup-go@v5
       with:
         go-version: ${{ env.GO_VERSION }}
         cache: true
@@ -55,7 +55,7 @@ jobs:
         path: go/src/github.com/apache/cloudberry-backup
 
     - name: Set up Go
-      uses: actions/setup-go@v4
+      uses: actions/setup-go@v5
       with:
         go-version: ${{ env.GO_VERSION }}
         cache: true
@@ -66,7 +66,7 @@ jobs:
         echo "/home/runner/work/gpbackup/gpbackup/go/bin" >> $GITHUB_PATH
 
     - name: Cache Go modules
-      uses: actions/cache@v3
+      uses: actions/cache@v4
       with:
         path: |
           ~/.cache/go-build
@@ -97,14 +97,15 @@ jobs:
         make coverage
 
     - name: Upload coverage to Codecov
-      uses: codecov/codecov-action@v3
+      uses: codecov/codecov-action@v4
       with:
         file: /tmp/coverage.out
         flags: unittests
         name: codecov-ubuntu-latest-go${{ env.GO_VERSION }}
+        fail_ci_if_error: false
 
     - name: Upload build artifacts
-      uses: actions/upload-artifact@v3
+      uses: actions/upload-artifact@v4
       with:
         name: binaries-ubuntu-latest-go${{ env.GO_VERSION }}
         path: |
@@ -148,21 +149,21 @@ jobs:
       with:
         repository: apache/cloudberry
         ref: main
-        fetch-depth: 0
+        fetch-depth: 1
         path: cloudberry
 
     - name: Checkout backup utility code
       uses: actions/checkout@v4
       with:
-        fetch-depth: 0
+        fetch-depth: 1
         path: cloudberry-backup
 
     - name: Set up Go in container
       run: |
         # Install Go 1.21 in the container
         cd /tmp
-        wget -q https://go.dev/dl/go1.21.0.linux-amd64.tar.gz
-        tar -C /usr/local -xzf go1.21.0.linux-amd64.tar.gz
+        wget -q https://go.dev/dl/go${{ env.GO_VERSION }}.linux-amd64.tar.gz
+        tar -C /usr/local -xzf go${{ env.GO_VERSION }}.linux-amd64.tar.gz
         echo 'export PATH=$PATH:/usr/local/go/bin' >> /etc/profile
         echo 'export GOPATH=/home/gpadmin/go' >> /etc/profile
         echo 'export PATH=$PATH:/home/gpadmin/go/bin' >> /etc/profile