chore: update base image to include tag (#3409)

In this PR:
- Include tag in base image.

Renovate Bot can update the image sha with a fixed tag
([doc](https://docs.renovatebot.com/docker/#digest-updating)). Without
the tag, the updated image maybe not what we want.

Author: JoeWang1127

.cloudbuild/library_generation/library_generation.Dockerfile

@@ -15,8 +15,7 @@
 # install gapic-generator-java in a separate layer so we don't overload the image
 # with the transferred source code and jars
 
-# 3.9.9-eclipse-temurin-11-alpine
-FROM docker.io/library/maven@sha256:006d25558f9d5244ed55b5d2bd8eaf34d883e447d0c4b940e67b9f44d21167bf AS ggj-build
+FROM docker.io/library/maven:3.9.9-eclipse-temurin-11-alpine@sha256:006d25558f9d5244ed55b5d2bd8eaf34d883e447d0c4b940e67b9f44d21167bf AS ggj-build
 
 WORKDIR /sdk-platform-java
 COPY . .
@@ -28,8 +27,7 @@ RUN mvn install -B -ntp -DskipTests -Dclirr.skip -Dcheckstyle.skip
 RUN cp "/root/.m2/repository/com/google/api/gapic-generator-java/${DOCKER_GAPIC_GENERATOR_VERSION}/gapic-generator-java-${DOCKER_GAPIC_GENERATOR_VERSION}.jar" \
   "./gapic-generator-java.jar"
 
-# alpine:3.20.3
-FROM docker.io/library/alpine@sha256:beefdbd8a1da6d2915566fde36db9db0b524eb737fc57cd1367effd16dc0d06d as glibc-compat
+FROM docker.io/library/alpine:3.20.3@sha256:beefdbd8a1da6d2915566fde36db9db0b524eb737fc57cd1367effd16dc0d06d as glibc-compat
 
 RUN apk add git sudo
 # This SHA is the latest known-to-work version of this binary compatibility tool
@@ -49,8 +47,7 @@ RUN git checkout "${GLIB_MUS_SHA}"
 RUN chmod a+x compile-x86_64-alpine-linux.sh
 RUN sh compile-x86_64-alpine-linux.sh
 
-# python:3.12.7-alpine3.20
-FROM docker.io/library/python@sha256:5049c050bdc68575a10bcb1885baa0689b6c15152d8a56a7e399fb49f783bf98 as final
+FROM docker.io/library/python:3.12.7-alpine3.20@sha256:5049c050bdc68575a10bcb1885baa0689b6c15152d8a56a7e399fb49f783bf98 as final
 
 ARG OWLBOT_CLI_COMMITTISH=ab222d9a20bb27586433caedc70f049b7853db7e
 ARG PROTOC_VERSION=25.5