diff --git a/APPLICATION/spark/buildspec.yml b/APPLICATION/spark/buildspec.yml
index 2a5d87940f125ebcc7b26fc00397f473f13bcb7a..056a92289dcb8caa8129d32fee142cb77c5d9e25 100644
--- a/APPLICATION/spark/buildspec.yml
+++ b/APPLICATION/spark/buildspec.yml
@@ -22,30 +22,36 @@ images:
     docker_file:
       path: APPLICATION/spark/general/Dockerfile
       variable:
-        # - &SPARK33_JAVA8_A86 [(BASE_OS, registry.openanolis.cn/openanolis/anolisos:8.6), (SPARK_VERSION, "3.3.3"), (JAVA_VERSION, "8"), (OS_SUFFIX, "8.6")]
-        # - &SPARK33_JAVA11_A86 [(BASE_OS, registry.openanolis.cn/openanolis/anolisos:8.6), (SPARK_VERSION, "3.3.3"), (JAVA_VERSION, "11"), (OS_SUFFIX, "8.6")]
-        # - &SPARK33_JAVA8_A88 [(BASE_OS, registry.openanolis.cn/openanolis/anolisos:8.8), (SPARK_VERSION, "3.3.3"), (JAVA_VERSION, "8"), (OS_SUFFIX, "8.8")]
-        # - &SPARK33_JAVA11_A88 [(BASE_OS, registry.openanolis.cn/openanolis/anolisos:8.8), (SPARK_VERSION, "3.3.3"), (JAVA_VERSION, "11"), (OS_SUFFIX, "8.8")]
-        - &SPARK33_JAVA8_A3 [(BASE_OS, alibaba-cloud-linux-3-registry.cn-hangzhou.cr.aliyuncs.com/alinux3/alinux3), (SPARK_VERSION, "3.3.3"), (JAVA_VERSION, "8"), (OS_SUFFIX, "3")]
-        - &SPARK33_JAVA11_A3 [(BASE_OS, alibaba-cloud-linux-3-registry.cn-hangzhou.cr.aliyuncs.com/alinux3/alinux3), (SPARK_VERSION, "3.3.3"), (JAVA_VERSION, "11"), (OS_SUFFIX, "3")]
-        - &SPARK33_JAVA8_A23 [(BASE_OS, registry.openanolis.cn/openanolis/anolisos:23), (SPARK_VERSION, "3.3.3"), (JAVA_VERSION, "8"), (OS_SUFFIX, "23")]
-        - &SPARK33_JAVA11_A23 [(BASE_OS, registry.openanolis.cn/openanolis/anolisos:23), (SPARK_VERSION, "3.3.3"), (JAVA_VERSION, "11"), (OS_SUFFIX, "23")]
+        # - &SPARK33_JAVA8_A86 [(BASE_OS, registry.openanolis.cn/openanolis/anolisos:8.6), (SPARK_VERSION, "3.3.4"), (JAVA_VERSION, "8"), (OS_SUFFIX, "8.6")]
+        # - &SPARK33_JAVA11_A86 [(BASE_OS, registry.openanolis.cn/openanolis/anolisos:8.6), (SPARK_VERSION, "3.3.4"), (JAVA_VERSION, "11"), (OS_SUFFIX, "8.6")]
+        # - &SPARK33_JAVA8_A88 [(BASE_OS, registry.openanolis.cn/openanolis/anolisos:8.8), (SPARK_VERSION, "3.3.4"), (JAVA_VERSION, "8"), (OS_SUFFIX, "8.8")]
+        # - &SPARK33_JAVA11_A88 [(BASE_OS, registry.openanolis.cn/openanolis/anolisos:8.8), (SPARK_VERSION, "3.3.4"), (JAVA_VERSION, "11"), (OS_SUFFIX, "8.8")]
+        - &SPARK31_JAVA11_A3 [(BASE_OS, anolis-registry.cn-zhangjiakou.cr.aliyuncs.com/openanolis/dragonwell:11-alinux), (SPARK_VERSION, "3.1.2"), (JAVA_VERSION, "0"), (OS_SUFFIX, "3"), (SPARK_URL, "https://cr-images-pub.oss-cn-hangzhou.aliyuncs.com/root/big-data/spark-3.1.2-bin-hadoop3.tgz")]
+        - &SPARK33_JAVA8_A3 [(BASE_OS, anolis-registry.cn-zhangjiakou.cr.aliyuncs.com/openanolis/dragonwell:8-alinux), (SPARK_VERSION, "3.3.4"), (JAVA_VERSION, "0"), (OS_SUFFIX, "3"), (SPARK_URL, "https://cr-images-pub.oss-cn-hangzhou.aliyuncs.com/root/big-data/spark-3.3.4-bin-hadoop3.tgz")]
+        - &SPARK33_JAVA11_A3 [(BASE_OS, anolis-registry.cn-zhangjiakou.cr.aliyuncs.com/openanolis/dragonwell:11-alinux), (SPARK_VERSION, "3.3.4"), (JAVA_VERSION, "0"), (OS_SUFFIX, "3"), (SPARK_URL, "https://cr-images-pub.oss-cn-hangzhou.aliyuncs.com/root/big-data/spark-3.3.4-bin-hadoop3.tgz")]
+        - &SPARK33_JAVA8_A23 [(BASE_OS, registry.openanolis.cn/openanolis/anolisos:23), (SPARK_VERSION, "3.3.4"), (JAVA_VERSION, "8"), (OS_SUFFIX, "23"), (SPARK_URL, "https://cr-images-pub.oss-cn-hangzhou.aliyuncs.com/root/big-data/spark-3.3.4-bin-hadoop3.tgz")]
+        - &SPARK33_JAVA11_A23 [(BASE_OS, registry.openanolis.cn/openanolis/anolisos:23), (SPARK_VERSION, "3.3.4"), (JAVA_VERSION, "11"), (OS_SUFFIX, "23"), (SPARK_URL, "https://cr-images-pub.oss-cn-hangzhou.aliyuncs.com/root/big-data/spark-3.3.4-bin-hadoop3.tgz")]
+        - &SPARK33_MRACC_JAVA11_A3 [(BASE_OS, anolis-registry.cn-zhangjiakou.cr.aliyuncs.com/openanolis/dragonwell:11-alinux), (SPARK_VERSION, "3.3.1"), (JAVA_VERSION, "0"), (OS_SUFFIX, "3"), (SPARK_URL, "https://fastmr.oss-cn-shenzhen.aliyuncs.com/bigdata/arm/mracc-spark-3.3.tar.gz")]
       scene:
         args: [
           # *SPARK33_JAVA8_A86, *SPARK33_JAVA11_A86,
           # *SPARK33_JAVA8_A88, *SPARK33_JAVA11_A88,
+          *SPARK31_JAVA11_A3,
           *SPARK33_JAVA8_A3, *SPARK33_JAVA11_A3,
-          *SPARK33_JAVA8_A23, *SPARK33_JAVA11_A23]
+          *SPARK33_JAVA8_A23, *SPARK33_JAVA11_A23,
+          *SPARK33_MRACC_JAVA11_A3]
         tags:
-          # - ["3.3.3-java8-8.6", "3.3-java8-8.6", "3-java8-8.6"]
-          # - ["3.3.3-java11-8.6", "3.3-java11-8.6", "3-java11-8.6", "3.3.3-8.6", "3.3-8.6", "3-8.6"]
-          # - ["3.3.3-java8-8.8", "3.3-java8-8.8", "3-java8-8.8"]
-          # - ["3.3.3-java11-8.8", "3.3-java11-8.8", "3-java11-8.8", "3.3.3-8.8", "3.3-8.8", "3-8.8"]
-          - ["3.3.3-java8-3", "3.3-java8-3", "3-java8-3"]
-          - ["3.3.3-java11-3", "3.3-java11-3", "3-java11-3", "3.3.3-3", "3.3-3", "3-3"]
-          - ["3.3.3-java8-23", "3.3-java8-23", "3-java8-23", "3.3.3-java8", "3.3-java8", "3-java8"]
-          - ["3.3.3-java11-23", "3.3-java11-23", "3-java11-23", "3.3.3-23", "3.3-23", "3-23", "3.3.3", "3.3", "3", "latest"]
-        registry: [*ACR_ALINUX, *ACR_ALINUX, *ACR_ANOLIS, *ACR_ANOLIS]
+          # - ["3.3.4-java8-8.6", "3.3-java8-8.6", "3-java8-8.6"]
+          # - ["3.3.4-java11-8.6", "3.3-java11-8.6", "3-java11-8.6", "3.3.4-8.6", "3.3-8.6", "3-8.6"]
+          # - ["3.3.4-java8-8.8", "3.3-java8-8.8", "3-java8-8.8"]
+          # - ["3.3.4-java11-8.8", "3.3-java11-8.8", "3-java11-8.8", "3.3.4-8.8", "3.3-8.8", "3-8.8"]
+          - ["3.1.2-java11-3", "3.1-java11-3"]
+          - ["3.3.4-java8-3", "3.3-java8-3", "3-java8-3"]
+          - ["3.3.4-java11-3", "3.3-java11-3", "3-java11-3", "3.3.4-3", "3.3-3", "3-3"]
+          - ["3.3.4-java8-23", "3.3-java8-23", "3-java8-23", "3.3.4-java8", "3.3-java8", "3-java8"]
+          - ["3.3.4-java11-23", "3.3-java11-23", "3-java11-23", "3.3.4-23", "3.3-23", "3-23", "3.3.4", "3.3", "3", "latest"]
+          - ["3.3.1-mracc-java11-3", "3.3-mracc-java11-3", "3-mracc-java11", "3.3.1-mracc", "3.3-mracc", "3-mracc", "mracc"]
+        registry: [*ACR_ALINUX, *ACR_ALINUX, *ACR_ALINUX, *ACR_ANOLIS, *ACR_ANOLIS, *ACR_ALINUX]
         test_config:
           # - [(*WORKSPACE, *PROJECT, *TEST_SUITE, *TEST_CONF, *TEST_CASE, *CLOUD_SERVER_TAG[0], ''), (*WORKSPACE, *PROJECT, *TEST_SUITE, *TEST_CONF, *TEST_CASE, *CLOUD_SERVER_TAG[1], '')]
           # - [(*WORKSPACE, *PROJECT, *TEST_SUITE, *TEST_CONF, *TEST_CASE, *CLOUD_SERVER_TAG[0], ''), (*WORKSPACE, *PROJECT, *TEST_SUITE, *TEST_CONF, *TEST_CASE, *CLOUD_SERVER_TAG[1], '')]
@@ -55,3 +61,5 @@ images:
           - [(*WORKSPACE, *PROJECT, *TEST_SUITE, *TEST_CONF, *TEST_CASE, *CLOUD_SERVER_TAG[0], ''), (*WORKSPACE, *PROJECT, *TEST_SUITE, *TEST_CONF, *TEST_CASE, *CLOUD_SERVER_TAG[1], '')]
           - [(*WORKSPACE, *PROJECT, *TEST_SUITE, *TEST_CONF, *TEST_CASE, *CLOUD_SERVER_TAG[0], ''), (*WORKSPACE, *PROJECT, *TEST_SUITE, *TEST_CONF, *TEST_CASE, *CLOUD_SERVER_TAG[1], '')]
           - [(*WORKSPACE, *PROJECT, *TEST_SUITE, *TEST_CONF, *TEST_CASE, *CLOUD_SERVER_TAG[0], ''), (*WORKSPACE, *PROJECT, *TEST_SUITE, *TEST_CONF, *TEST_CASE, *CLOUD_SERVER_TAG[1], '')]
+          - [(*WORKSPACE, *PROJECT, *TEST_SUITE, *TEST_CONF, *TEST_CASE, *CLOUD_SERVER_TAG[0], ''), (*WORKSPACE, *PROJECT, *TEST_SUITE, *TEST_CONF, *TEST_CASE, *CLOUD_SERVER_TAG[1], '')]
+          - [(*WORKSPACE, *PROJECT, *TEST_SUITE, *TEST_CONF, *TEST_CASE, *CLOUD_SERVER_TAG[0], ''), (*WORKSPACE, *PROJECT, *TEST_SUITE, *TEST_CONF, *TEST_CASE, *CLOUD_SERVER_TAG[1], '')]
diff --git a/APPLICATION/spark/general/Dockerfile b/APPLICATION/spark/general/Dockerfile
index b5152b080f1a46f4559379404d6c44fa6f1022bd..5ab7f17b1f0974ef50233904bfa724f13f44d26f 100644
--- a/APPLICATION/spark/general/Dockerfile
+++ b/APPLICATION/spark/general/Dockerfile
@@ -5,13 +5,23 @@ FROM registry.openanolis.cn/openanolis/anolisos:23 as downloader
 ARG SPARK_VERSION
 
 ARG SPARK_FILE=spark-${SPARK_VERSION}-bin-hadoop3
+# ARG SPARK_URL=https://cr-images-pub.oss-cn-hangzhou.aliyuncs.com/root/big-data/${SPARK_FILE}.tgz
+ARG SPARK_URL
 
 RUN yum install -y tar gzip
 
-RUN curl -O -m 600 https://mirrors.ustc.edu.cn/apache/spark/spark-${SPARK_VERSION}/${SPARK_FILE}.tgz
-RUN gzip -d ${SPARK_FILE}.tgz
-RUN tar xf ${SPARK_FILE}.tar
-RUN mv ${SPARK_FILE} spark
+RUN curl -o spark.tgz -m 600 ${SPARK_URL}
+RUN gzip -d spark.tgz
+RUN tar xf spark.tar
+RUN rm spark.tar
+RUN mv *spark-* spark
+
+RUN set -eux; \
+    ( \
+        pushd /spark/jars; \
+        rm -rf zstd-jni*.jar; \
+        curl -O -m 644 https://cr-images-pub.oss-cn-hangzhou.aliyuncs.com/root/big-data/zstd-jni-1.5.2-ali-ali.jar; \
+    )
 
 COPY tini-amd64 /
 COPY tini-arm64 /
@@ -26,6 +36,8 @@ RUN set -eux; \
 
 FROM ${BASE_OS}
 
+CMD ["bash"]
+
 ARG SPARK_VERSION
 ARG OS_SUFFIX
 ARG JAVA_VERSION
@@ -35,11 +47,10 @@ LABEL org.opencontainers.image.title="Spark" \
       org.opencontainers.image.version="${SPARK_VERSION}-${OS_SUFFIX}"
 
 ENV SPARK_VERSION ${SPARK_VERSION}
-ENV JAVA_HOME /etc/alternatives/jre
 ENV PATH $JAVA_HOME/bin:$PATH
 
 RUN set -eux; \
-    yum install -y net-tools iputils hostname; \
+    yum install -y net-tools iputils hostname procps; \
     case "${JAVA_VERSION}" in \
         "8" ) \
             yum install -y java-1.8.0-alibaba-dragonwell \
@@ -48,7 +59,7 @@ RUN set -eux; \
             yum install -y java-11-alibaba-dragonwell \
     ;; \
         * ) \
-            echo unsupported java version: ${JAVA_VERSION}; exit 1 \
+            echo skip install java \
     ;; \
     esac; \
     # (java -XshowSettings:properties -version 2>&1 > /dev/null | grep 'java.home' | awk '{print $3}' | xargs -I{} ln -s {} ${JAVA_HOME}); \