[improve](docker) docker base image add perf and pprof for CPU profile (#50536)

### What problem does this PR solve?

Add the environment dependency of running CPU profile to the docker base
image

Related PR: #40330 

Problem Summary:

### Release note

None

### Check List (For Author)

- Test <!-- At least one of them must be included. -->
    - [ ] Regression test
    - [ ] Unit Test
    - [x] Manual test (add detailed scripts or steps below)
    - [ ] No need to test or manual test. Explain why:
- [ ] This is a refactor/code format and no logic has been changed.
        - [ ] Previous test can cover this change.
        - [ ] No code files have been changed.
        - [ ] Other reason <!-- Add your reason?  -->

- Behavior changed:
    - [ ] No.
    - [x] Yes. <!-- Explain the behavior change -->

- Does this need documentation?
    - [x] No.
- [ ] Yes. <!-- Add document PR link here. eg:
apache/doris-website#1214 -->

### Check List (For Reviewer who merge this PR)

- [ ] Confirm the release note
- [ ] Confirm test cases
- [ ] Confirm document
- [ ] Add branch pick label <!-- Add branch pick label that this PR
should merge into -->

Author: catpineapple

docker/runtime/base-image/Dockerfile_base

@@ -28,11 +28,14 @@ ARG TARGETARCH
 
 RUN sed -i -e 's/^APT/# APT/' -e 's/^DPkg/# DPkg/' /etc/apt/apt.conf.d/docker-clean && \
     apt-get update -y &&  DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
-    patchelf gdb binutils binutils-common mysql-client iperf3\
+    patchelf gdb binutils binutils-common mysql-client iperf3 \
     curl wget less vim htop iproute2 numactl jq iotop sysstat \
     tcpdump iputils-ping dnsutils strace lsof blktrace tzdata \
     bpfcc-tools linux-headers-realtime linux-tools-realtime silversearcher-ag \
+    google-perftools libperl-dev python2-dev \
     net-tools ca-certificates openssl && apt-get clean && rm -rf /var/lib/apt/lists/* && mkdir -p /usr/lib/jvm/ && \
+    ln -sf /usr/lib/linux-tools/`ls /usr/lib/linux-tools/`/perf /usr/bin/perf &&\
+    ln -s /usr/bin/google-pprof /usr/bin/pprof && \
     if echo $TARGETARCH | grep 'arm64' >>/dev/null ; then \
         wget -c http://selectdb-doris-1308700295.cos.ap-beijing.myqcloud.com/toolkit/jdk/bisheng-jdk-17.0.10-linux-aarch64.tar.gz  -O - | tar -xz -C /usr/lib/jvm/ && mv /usr/lib/jvm/bisheng-jdk-17.0.10/ /usr/lib/jvm/jdk-17 && \
         wget -c http://selectdb-doris-1308700295.cos.ap-beijing.myqcloud.com/toolkit/jdk/bisheng-jdk-8u352-linux-aarch64.tar.gz  -O - | tar -xz -C /usr/lib/jvm/ && mv /usr/lib/jvm/bisheng-jdk1.8.0_352/ /usr/lib/jvm/jdk-8; \
@@ -44,3 +47,6 @@ RUN sed -i -e 's/^APT/# APT/' -e 's/^DPkg/# DPkg/' /etc/apt/apt.conf.d/docker-cl
 COPY --from=apache/doris:debug-latest /doris-debug /opt/apache-doris/
 
 WORKDIR /opt/apache-doris
+
+# The last update at: April 29, 2025.
+# The docker image tag is changed to: base-2.0

docker/runtime/be/Dockerfile

@@ -26,7 +26,7 @@
 # get the binary from doris github and utar into resource, update the directory as apache-`version(example:2.0.1)`-bin-`architecture(amd64/arm64)` mode.
 
 # choose a base image
-FROM apache/doris:base-latest
+FROM apache/doris:base-2.0
 
 ARG TARGETARCH
 

docker/runtime/broker/Dockerfile

@@ -25,7 +25,7 @@
 # we have support buildx for amd64 and arm64 architecture image build.
 # get the binary from doris github and utar into resource, update the directory as apache-`version(example:2.0.1)`-bin-`architecture(amd64/arm64)` mode.
 
-FROM apache/doris:base-latest
+FROM apache/doris:base-2.0
 
 ARG TARGETARCH
 

docker/runtime/fe/Dockerfile

@@ -25,7 +25,7 @@
 # we have support buildx for amd64 and arm64 architecture image build.
 # get the binary from doris github and utar into resource, update the directory as apache-`version(example:2.0.1)`-bin-`architecture(amd64/arm64)` mode.
 
-FROM apache/doris:base-latest
+FROM apache/doris:base-2.0
 
 ARG TARGETARCH
 

docker/runtime/ms/Dockerfile

@@ -26,7 +26,7 @@
 # get the binary from doris github and utar into resource, update the directory as apache-`version(example:3.0.0)`-bin-`architecture(amd64/arm64)` mode.
 
 # choose a base image
-FROM apache/doris:base-latest
+FROM apache/doris:base-2.0
 
 ARG TARGETARCH