macos - 在 OS/X 上找不到 Hadoop 原生库

Question

我已经hadoop从 github 下载了源代码并使用以下native选项进行了编译：

mvn package -Pdist,native -DskipTests -Dtar -Dmaven.javadoc.skip=true

然后我将 .dylib文件复制到 $HADOOP_HOME/lib

cp -p hadoop-common-project/hadoop-common/target/hadoop-common-2.7.1/lib/native/*.dylib /usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/lib

更新了 LD_LIBRARY_PATH 并重新启动了 hdfs：

 echo $LD_LIBRARY_PATH
 /usr/local/Cellar/hadoop/2.7.2/libexec/lib:
 /usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib:/Library/Java/JavaVirtualMachines/jdk1.8.0_92.jdk/Contents/Home//jre/lib

（注意：这也意味着docker-spark 上的 Hadoop“无法为您的平台加载本机 hadoop 库”错误的答案？对我不起作用..）

但checknative仍然统一返回false：

$stop-dfs.sh && start-dfs.sh && hadoop checknative
16/06/13 16:12:32 WARN util.NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
Stopping namenodes on [sparkbook]
sparkbook: stopping namenode
localhost: stopping datanode
Stopping secondary namenodes [0.0.0.0]
0.0.0.0: stopping secondarynamenode
16/06/13 16:12:50 WARN util.NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
16/06/13 16:12:50 WARN util.NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
Starting namenodes on [sparkbook]
sparkbook: starting namenode, logging to /usr/local/Cellar/hadoop/2.7.2/libexec/logs/hadoop-macuser-namenode-sparkbook.out
localhost: starting datanode, logging to /usr/local/Cellar/hadoop/2.7.2/libexec/logs/hadoop-macuser-datanode-sparkbook.out
Starting secondary namenodes [0.0.0.0]
0.0.0.0: starting secondarynamenode, logging to /usr/local/Cellar/hadoop/2.7.2/libexec/logs/hadoop-macuser-secondarynamenode-sparkbook.out
16/06/13 16:13:05 WARN util.NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
16/06/13 16:13:05 WARN util.NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
Native library checking:
hadoop:  false
zlib:    false
snappy:  false
lz4:     false
bzip2:   false
openssl: false

score 24 · Accepted Answer

为了让它在全新安装的 macOS 10.12 上运行，我必须执行以下操作：

使用homebrew安装构建依赖项：

brew install cmake maven openssl protobuf@2.5 snappy

查看 hadoop 源代码

git clone https://github.com/apache/hadoop.git
cd hadoop
git checkout rel/release-2.7.3

将以下补丁应用于构建：

diff --git a/hadoop-common-project/hadoop-common/src/CMakeLists.txt b/hadoop-common-project/hadoop-common/src/CMakeLists.txt
index 942b19c..8b34881 100644
--- a/hadoop-common-project/hadoop-common/src/CMakeLists.txt
+++ b/hadoop-common-project/hadoop-common/src/CMakeLists.txt
@@ -16,6 +16,8 @@
 # limitations under the License.
 #

+SET(CUSTOM_OPENSSL_PREFIX /usr/local/opt/openssl)
+
 cmake_minimum_required(VERSION 2.6 FATAL_ERROR)

 # Default to release builds
@@ -116,8 +118,8 @@ set(T main/native/src/test/org/apache/hadoop)
 GET_FILENAME_COMPONENT(HADOOP_ZLIB_LIBRARY ${ZLIB_LIBRARIES} NAME)

 SET(STORED_CMAKE_FIND_LIBRARY_SUFFIXES ${CMAKE_FIND_LIBRARY_SUFFIXES})
-set_find_shared_library_version("1")
-find_package(BZip2 QUIET)
+set_find_shared_library_version("1.0")
+find_package(BZip2 REQUIRED)
 if (BZIP2_INCLUDE_DIR AND BZIP2_LIBRARIES)
     GET_FILENAME_COMPONENT(HADOOP_BZIP2_LIBRARY ${BZIP2_LIBRARIES} NAME)
     set(BZIP2_SOURCE_FILES
diff --git a/hadoop-common-project/hadoop-common/src/main/conf/core-site.xml b/hadoop-common-project/hadoop-common/src/main/conf/core-site.xml
index d2ddf89..ac8e351 100644
--- a/hadoop-common-project/hadoop-common/src/main/conf/core-site.xml
+++ b/hadoop-common-project/hadoop-common/src/main/conf/core-site.xml
@@ -17,4 +17,8 @@
 <!-- Put site-specific property overrides in this file. -->

 <configuration>
+<property>
+<name>io.compression.codec.bzip2.library</name>
+<value>libbz2.dylib</value>
+</property>
 </configuration>
diff --git a/hadoop-tools/hadoop-pipes/pom.xml b/hadoop-tools/hadoop-pipes/pom.xml
index 34c0110..70f23a4 100644
--- a/hadoop-tools/hadoop-pipes/pom.xml
+++ b/hadoop-tools/hadoop-pipes/pom.xml
@@ -52,7 +52,7 @@
                     <mkdir dir="${project.build.directory}/native"/>
                     <exec executable="cmake" dir="${project.build.directory}/native" 
                         failonerror="true">
-                      <arg line="${basedir}/src/ -DJVM_ARCH_DATA_MODEL=${sun.arch.data.model}"/>
+                      <arg line="${basedir}/src/ -DJVM_ARCH_DATA_MODEL=${sun.arch.data.model} -DOPENSSL_ROOT_DIR=/usr/local/opt/openssl"/>
                     </exec>
                     <exec executable="make" dir="${project.build.directory}/native" failonerror="true">
                       <arg line="VERBOSE=1"/>

从源代码构建hadoop：

mvn package -Pdist,native -DskipTests -Dtar -Dmaven.javadoc.skip=true

JAVA_LIBRARY_PATH运行hadoop时指定：

$ JAVA_LIBRARY_PATH=/usr/local/opt/openssl/lib:/opt/local/lib:/usr/lib hadoop-dist/target/hadoop-2.7.3/bin/hadoop checknative -a
16/10/14 20:16:32 INFO bzip2.Bzip2Factory: Successfully loaded & initialized native-bzip2 library libbz2.dylib
16/10/14 20:16:32 INFO zlib.ZlibFactory: Successfully loaded & initialized native-zlib library
Native library checking:
hadoop:  true /Users/admin/Desktop/hadoop/hadoop-dist/target/hadoop-2.7.3/lib/native/libhadoop.dylib
zlib:    true /usr/lib/libz.1.dylib
snappy:  true /usr/local/lib/libsnappy.1.dylib
lz4:     true revision:99
bzip2:   true /usr/lib/libbz2.1.0.dylib
openssl: true /usr/local/opt/openssl/lib/libcrypto.dylib

score 6 · Accepted Answer

上面@andrewdotn 的回复中缺少一些步骤：

1）对于步骤（3），通过将发布的文本添加到文本文件（例如“patch.txt”）来创建补丁，然后执行“git apply patch.txt”

2) 除了按照 javadba 的指示复制文件外，某些应用程序还要求您设置：

export HADOOP_OPTS="-Djava.library.path=${HADOOP_HOME}/lib/native"
export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:${HADOOP_HOME}/lib/native
export JAVA_LIBRARY_PATH=$JAVA_LIBRARY_PATH:${HADOOP_HOME}/lib/native

score 1 · Accepted Answer

所需的步骤是将*.dylib源git构建目录复制到$HADOOP_HOME/<common dir>lib您平台的目录中。对于OS/X通过brew它安装的是：

cp /git/hadoop/hadoop-dist/target/hadoop-2.7.1/lib/native/ /usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/

我们现在可以在那里看到所需的库：

$ll /usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/*.dylib
-rwxr-xr-x  1 macuser  staff  149100 Jun 13 13:44 /usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/libhadoop.dylib
-rwxr-xr-x  1 macuser  staff  149100 Jun 13 13:44 /usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/libhadoop.1.0.0.dylib

现在hadoop checknative命令起作用了：

$hadoop checknative

6/06/15 09:10:59 INFO zlib.ZlibFactory: Successfully loaded & initialized native-zlib library
Native library checking:
hadoop:  true /usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/libhadoop.dylib
zlib:    true /usr/lib/libz.1.dylib
snappy:  false
lz4:     true revision:99
bzip2:   false
openssl: false build does not support openssl.

score 1 · Accepted Answer

作为@andrewdotn 答案的更新，这里是patch.txt与 Hadoop 2.8.1 一起使用的文件：

diff --git a/hadoop-common-project/hadoop-common/src/CMakeLists.txt b/hadoop-common-project/hadoop-common/src/CMakeLists.txt
index c93bfe78546..e8918f9ca29 100644
--- a/hadoop-common-project/hadoop-common/src/CMakeLists.txt
+++ b/hadoop-common-project/hadoop-common/src/CMakeLists.txt
@@ -20,6 +20,8 @@
 # CMake configuration.
 #

+SET(CUSTOM_OPENSSL_PREFIX /usr/local/opt/openssl)
+
 cmake_minimum_required(VERSION 2.6 FATAL_ERROR)

 list(APPEND CMAKE_MODULE_PATH ${CMAKE_SOURCE_DIR}/..)
@@ -50,8 +52,8 @@ get_filename_component(HADOOP_ZLIB_LIBRARY ${ZLIB_LIBRARIES} NAME)

 # Look for bzip2.
 set(STORED_CMAKE_FIND_LIBRARY_SUFFIXES ${CMAKE_FIND_LIBRARY_SUFFIXES})
-hadoop_set_find_shared_library_version("1")
-find_package(BZip2 QUIET)
+hadoop_set_find_shared_library_version("1.0")
+find_package(BZip2 REQUIRED)
 if(BZIP2_INCLUDE_DIR AND BZIP2_LIBRARIES)
     get_filename_component(HADOOP_BZIP2_LIBRARY ${BZIP2_LIBRARIES} NAME)
     set(BZIP2_SOURCE_FILES
diff --git a/hadoop-common-project/hadoop-common/src/main/conf/core-site.xml b/hadoop-common-project/hadoop-common/src/main/conf/core-site.xml
index d2ddf893e49..ac8e351f1c8 100644
--- a/hadoop-common-project/hadoop-common/src/main/conf/core-site.xml
+++ b/hadoop-common-project/hadoop-common/src/main/conf/core-site.xml
@@ -17,4 +17,8 @@
 <!-- Put site-specific property overrides in this file. -->

 <configuration>
+<property>
+<name>io.compression.codec.bzip2.library</name>
+<value>libbz2.dylib</value>
+</property>
 </configuration>
diff --git a/hadoop-tools/hadoop-pipes/pom.xml b/hadoop-tools/hadoop-pipes/pom.xml
index 8aafad0f7eb..d4832542265 100644
--- a/hadoop-tools/hadoop-pipes/pom.xml
+++ b/hadoop-tools/hadoop-pipes/pom.xml
@@ -55,7 +55,7 @@
                     <mkdir dir="${project.build.directory}/native"/>
                     <exec executable="cmake" dir="${project.build.directory}/native" 
                         failonerror="true">
-                      <arg line="${basedir}/src/ -DJVM_ARCH_DATA_MODEL=${sun.arch.data.model}"/>
+                      <arg line="${basedir}/src/ -DJVM_ARCH_DATA_MODEL=${sun.arch.data.model} -DOPENSSL_ROOT_DIR=/usr/local/opt/openssl"/>
                     </exec>
                     <exec executable="make" dir="${project.build.directory}/native" failonerror="true">
                       <arg line="VERBOSE=1"/>

macos - 在 OS/X 上找不到 Hadoop 原生库

4 回答 4

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