Copilot commented on code in PR #4119:
URL: https://github.com/apache/hertzbeat/pull/4119#discussion_r3083505665


##########
script/ci/github-actions/setup-deps/action.yml:
##########
@@ -26,15 +26,28 @@ runs:
       with:
         distribution: "zulu"
         java-version: 25
+        cache: maven
+
+    - name: Cache mvnd
+      id: mvnd-cache
+      uses: actions/cache@v4
+      with:
+        path: ~/.local/mvnd
+        key: ${{ runner.os }}-${{ runner.arch }}-mvnd-2.0.0-rc-3
 
     - name: Install mvnd
+      if: steps.mvnd-cache.outputs.cache-hit != 'true'
       shell: bash
       run: |
         MVND_VERSION=2.0.0-rc-3
         curl -sL 
https://dlcdn.apache.org/maven/mvnd/${MVND_VERSION}/maven-mvnd-${MVND_VERSION}-linux-amd64.zip
 -o mvnd.zip
         unzip -q mvnd.zip
         mkdir -p $HOME/.local
         mv maven-mvnd-${MVND_VERSION}-linux-amd64 $HOME/.local/mvnd

Review Comment:
   The mvnd download/extract is hard-coded to the `linux-amd64` distribution 
(`...-linux-amd64.zip` / `maven-mvnd-...-linux-amd64`), but the cache key 
includes `${{ runner.arch }}`. If this composite action ever runs on ARM64 (or 
non-Linux), it will download the wrong binary and/or fail to find the extracted 
directory. Consider selecting the mvnd artifact based on 
`runner.os`/`runner.arch` (or explicitly fail fast when unsupported) and 
keeping the cache key aligned with the selected artifact.



##########
.github/workflows/nightly-build.yml:
##########
@@ -43,10 +52,8 @@ jobs:
 
     - name: Build the Backend
       run: |
-        mvn clean install
-        mvn clean package -Prelease -DskipTests
-        cd hertzbeat-collector
-        mvn clean package -Pcluster -DskipTests
+        mvnd -B clean install -Prelease -DskipTests
+        mvnd -B -f hertzbeat-collector/hertzbeat-collector-collector/pom.xml 
package -Pcluster -DskipTests

Review Comment:
   This changes the nightly backend build from running tests (`mvn clean 
install` previously) to skipping them (`-DskipTests` on the `clean install` 
invocation). That’s a functional coverage change and seems to conflict with the 
PR description (“keeps the existing workflow coverage intact”). Either restore 
test execution here or update the PR description / workflow intent to reflect 
that nightly no longer runs backend tests.



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