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【Centos8_配置单节点伪分布式Spark环境】

news 2025/7/20 3:00:10

安装centos8 jdk
部署伪分布式spark环境

安装Centos8 环境下的JDK

下载jdk linux版本
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下载链接：
jdk-8u381-linux-x64.tar.gz

将该文件上传到Centos8 主机

部署配置jdk（java8）

# 解压到指定路径
[lhang@tigerkeen Downloads]$ sudo tar -zxvf jdk-8u381-linux-x64.tar.gz -C /opt/soft_Installed/jdk/# 配置个人用户环境变量
[lhang@tigerkeen jdk1.8.0_381]$ cat ~/.bashrc
# .bashrc# Source global definitions
if [ -f /etc/bashrc ]; then. /etc/bashrc
fi# User specific environment
if ! [[ "$PATH" =~ "$HOME/.local/bin:$HOME/bin:" ]]
thenPATH="$HOME/.local/bin:$HOME/bin:$PATH"
fi
export PATH# Uncomment the following line if you don't like systemctl's auto-paging feature:
# export SYSTEMD_PAGER=# User specific aliases and functions# 配置Java 个人环境变量
JAVA_HOME=/opt/soft_Installed/jdk/jdk1.8.0_381PATH=$PATH:$JAVA_HOME/binexport PATH JAVE_HOME# 刷新让环境变量生效
[lhang@tigerkeen jdk1.8.0_381]$ source ~/.bashrc# 检查java是否部署成功
[lhang@tigerkeen jdk1.8.0_381]$ java -version
java version "1.8.0_381"
Java(TM) SE Runtime Environment (build 1.8.0_381-b09)
Java HotSpot(TM) 64-Bit Server VM (build 25.381-b09, mixed mode)

部署伪分布式Hadoop环境


[lhang@tigerkeen Downloads]$ sudo tar -zxvf hadoop-3.3.6.tar.gz -C /opt/soft_Installed/[lhang@tigerkeen Downloads]$ sudo tar -zxvf scala-2.12.18.tgz -C /opt/soft_Installed/cd soft_Installed/
sudo mkdir {hadoop,scala}sudo mv hadoop-3.3.6/ hadoop
sudo mv scala-2.12.18/ scala

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详细的Hadoop伪分布式配置

这里不是重点，如果感兴趣，请参照文后参考链接

部署伪分布式的Spark环境

上传spark到centos8
解压spark到指定目录
配置spark伪分布式环境


[lhang@tigerkeen Downloads]$ sudo tar -zxvf spark-3.4.1-bin-hadoop3.gz -C /opt/soft_Installed/[lhang@tigerkeen soft_Installed]$ sudo mv spark-3.4.1-bin-hadoop3/ spark[lhang@tigerkeen conf]$ cp spark-env.sh.template spark-env.sh
[lhang@tigerkeen conf]$ vim spark-env.sh
[lhang@tigerkeen conf]$ tail spark-env.sh
# - OPENBLAS_NUM_THREADS=1   Disable multi-threading of OpenBLAS# Options for beeline
# - SPARK_BEELINE_OPTS, to set config properties only for the beeline cli (e.g. "-Dx=y")
# - SPARK_BEELINE_MEMORY, Memory for beeline (e.g. 1000M, 2G) (Default: 1G)# 配置伪分布式Spark环境
export JAVA_HOME=/opt/soft_Installed/jdk/jdk1.8.0_381
export SPARK_MASTER_HOST=tigerkeen
export SPARK_MASTER_PORT=7077[lhang@tigerkeen conf]$ cp workers.template workers
[lhang@tigerkeen conf]$ vim workers
[lhang@tigerkeen conf]$ tail workers
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
## A Spark Worker will be started on each of the machines listed below.
tigerkeen
[lhang@tigerkeen conf]$ ls[lhang@tigerkeen sbin]$ ./start-all.sh
starting org.apache.spark.deploy.master.Master, logging to /opt/soft_Installed/spark/spark-3.4.1-bin-hadoop3/logs/spark-lhang-org.apache.spark.deploy.master.Master-1-tigerkeen.out
tigerkeen: Warning: Permanently added 'tigerkeen,fe80::20c:29ff:fee0:bc8c%ens160' (ECDSA) to the list of known hosts.
lhang@tigerkeen's password:
tigerkeen: starting org.apache.spark.deploy.worker.Worker, logging to /opt/soft_Installed/spark/spark-3.4.1-bin-hadoop3/logs/spark-lhang-org.apache.spark.deploy.worker.Worker-1-tigerkeen.out
[lhang@tigerkeen sbin]$ jps
4040 Jps
3900 Master
4012 Worker

配置用户环境变量


vim ~/.bashrc
# 配置Java 个人环境变量
JAVA_HOME=/opt/soft_Installed/jdk/jdk1.8.0_381
CLASSPATH=.:$CLASSPATH:$JAVA_HOME/lib:$JAVA_HOME/jre/lib
PATH=$PATH:$JAVA_HOME/bin:$JAVA_HOME/jre/bin
export PATH JAVA_HOME CLASSPATH# 配置Scala用户环境变量
SCALA_HOME=/opt/soft_Installed/scala/scala-2.12.18# 配置HADOOP伪分布式环境
HADOOP_HOME=/opt/soft_Installed/hadoop/hadoop-3.3.6
HADOOP_CONF_DIR=/opt/soft_Installed/hadoop/hadoop-3.3.6/etc/hadoop
CLASSPATH=$($HADOOP_HOME/bin/hadoop classpath):$CLASSPATH
HADOOP_COMMON_LIB_NATIVE_DIR=$HADOOP_HOME/lib/native# 配置伪分布式Spark环境
SPARK_HOME=/opt/soft_Installed/spark/spark-3.4.1-bin-hadoop3PATH=$PATH:$SCALA_HOME/bin:$HADOOP_HOME/bin:$HADOOP_HOME/sbin:$SPARK_HOME/binexport PATH HADOOP_HOME HADOOP_CONF_DIR HADOOP_COMMON_LIB_NATIVE_DIR SPARK_HOME CLASSPATH

配置Centos8 防火墙开启指定端口

开启centos8 的防火墙指定端口

sudo firewall-cmd --zone=public --add-port=1234/tcp --permanent
sudo firewall-cmd --reload
sudo firewall-cmd --list-portsudo firewall-cmd --zone=public --add-port=8080/tcp --permanent
sudo firewall-cmd --zone=public --add-port=7077/tcp --permanent
sudo firewall-cmd --reload
sudo firewall-cmd --list-port

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Spark Master at spark://tigerkeen:7077

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Spark submit 提交pi计算测试

[lhang@tigerkeen bin]$ ./spark-submit --class org.apache.spark.examples.SparkPi --master local[*] /opt/soft_Installed/spark/spark-3.4.1-bin-hadoop3/examples/jars/spark-examples_2.12-3.4.1.jar

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