[开启Kerberos]-Hive服务检查异常处理
# 一、问题背景
ttr-2.2.1 以上版本已修复
在 ttr-2.2.1 及以上版本中，Atlas 在开启 Kerberos 后会自动完成 Hive Hook 注入。 若使用早期版本（如 ttr-2.2.0），在 Service Check 环节可能因 Hive 未加载 Atlas Hook JAR 而失败。 如在部署或二开中遇到类似问题，可联系作者 (opens new window) 获取补丁。
Atlas 启动/联动常见的四类权限或依赖问题
- HBase 无权限（AccessDeniedException）
- Solr 401 Unauthorized
- Kafka ACL 拒绝访问
- Hive 未正确加载 Atlas Hook（本文聚焦）
# 二、现象复盘与根因定位
# 1、错误堆栈（节选）
stderr:
NoneType: None
The above exception was the cause of the following exception:
Traceback (most recent call last):
File "/var/lib/ambari-agent/cache/stacks/BIGTOP/3.2.0/services/HIVE/package/scripts/service_check.py", line 171, in <module>
HiveServiceCheck().execute()
File "/usr/lib/ambari-agent/lib/resource_management/libraries/script/script.py", line 413, in execute
method(env)
File "/var/lib/ambari-agent/cache/stacks/BIGTOP/3.2.0/services/HIVE/package/scripts/service_check.py", line 63, in service_check
hcat_service_check()
File "/var/lib/ambari-agent/cache/stacks/BIGTOP/3.2.0/services/HIVE/package/scripts/hcat_service_check.py", line 61, in hcat_service_check
logoutput=True)
File "/usr/lib/ambari-agent/lib/resource_management/core/base.py", line 168, in __init__
self.env.run()
File "/usr/lib/ambari-agent/lib/resource_management/core/environment.py", line 171, in run
self.run_action(resource, action)
File "/usr/lib/ambari-agent/lib/resource_management/core/environment.py", line 137, in run_action
provider_action()
File "/usr/lib/ambari-agent/lib/resource_management/core/providers/system.py", line 350, in action_run
returns=self.resource.returns,
File "/usr/lib/ambari-agent/lib/resource_management/core/shell.py", line 95, in inner
result = function(command, **kwargs)
File "/usr/lib/ambari-agent/lib/resource_management/core/shell.py", line 161, in checked_call
returns=returns,
File "/usr/lib/ambari-agent/lib/resource_management/core/shell.py", line 278, in _call_wrapper
result = _call(command, **kwargs_copy)
File "/usr/lib/ambari-agent/lib/resource_management/core/shell.py", line 493, in _call
raise ExecutionFailed(err_msg, code, out, err)
resource_management.core.exceptions.ExecutionFailed: Execution of '/usr/bin/kinit -kt /etc/security/keytabs/smokeuser.headless.keytab [email protected]; env JAVA_HOME=/opt/modules/jdk1.8.0_202 /var/lib/ambari-agent/tmp/hcatSmoke.sh hcatsmokeid000ac363_date330925 prepare true' returned 64. SLF4J: Class path contains multiple SLF4J bindings.
SLF4J: Found binding in [jar:file:/usr/bigtop/3.2.0/usr/lib/hadoop/lib/slf4j-reload4j-1.7.36.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/usr/bigtop/3.2.0/usr/lib/hive/lib/log4j-slf4j-impl-2.17.1.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.
SLF4J: Actual binding is of type [org.slf4j.impl.Reload4jLoggerFactory]
25/11/09 19:33:56 INFO conf.HiveConf: Found configuration file file:/usr/bigtop/3.2.0/etc/hive/conf.dist/hive-site.xml
25/11/09 19:33:57 WARN conf.HiveConf: HiveConf of name hive.hook.proto.base-directory does not exist
25/11/09 19:33:57 WARN conf.HiveConf: HiveConf of name hive.strict.managed.tables does not exist
25/11/09 19:33:57 WARN conf.HiveConf: HiveConf of name hive.stats.fetch.partition.stats does not exist
25/11/09 19:33:57 WARN conf.HiveConf: HiveConf of name hive.heapsize does not exist
25/11/09 19:33:58 WARN conf.HiveConf: HiveConf of name hive.hook.proto.base-directory does not exist
25/11/09 19:33:58 WARN conf.HiveConf: HiveConf of name hive.strict.managed.tables does not exist
25/11/09 19:33:58 WARN conf.HiveConf: HiveConf of name hive.stats.fetch.partition.stats does not exist
25/11/09 19:33:58 WARN conf.HiveConf: HiveConf of name hive.heapsize does not exist
Hive Session ID = 496ff2ba-73a9-4573-ab8c-089d034dd7bb
25/11/09 19:33:58 INFO SessionState: Hive Session ID = 496ff2ba-73a9-4573-ab8c-089d034dd7bb
25/11/09 19:33:58 INFO cli.HCatCli: Forcing hive.execution.engine to mr
25/11/09 19:34:00 INFO session.SessionState: Created HDFS directory: /tmp/hive/ambari-qa/496ff2ba-73a9-4573-ab8c-089d034dd7bb
25/11/09 19:34:00 INFO session.SessionState: Created local directory: /tmp/ambari-qa/496ff2ba-73a9-4573-ab8c-089d034dd7bb
25/11/09 19:34:00 INFO session.SessionState: Created HDFS directory: /tmp/hive/ambari-qa/496ff2ba-73a9-4573-ab8c-089d034dd7bb/_tmp_space.db
25/11/09 19:34:00 INFO ql.Driver: Compiling command(queryId=ambari-qa_20251109193400_b9333130-1f67-414a-b411-e481864194ca): show tables
FAILED: RuntimeException Error loading hooks(hive.exec.post.hooks): java.lang.ClassNotFoundException: org.apache.atlas.hive.hook.HiveHook
at java.net.URLClassLoader.findClass(URLClassLoader.java:382)
at java.lang.ClassLoader.loadClass(ClassLoader.java:424)
at java.lang.ClassLoader.loadClass(ClassLoader.java:357)
at java.lang.Class.forName0(Native Method)
at java.lang.Class.forName(Class.java:348)
at org.apache.hadoop.hive.ql.hooks.HookUtils.readHooksFromConf(HookUtils.java:55)
at org.apache.hadoop.hive.ql.HookRunner.loadHooksFromConf(HookRunner.java:90)
at org.apache.hadoop.hive.ql.HookRunner.initialize(HookRunner.java:79)
at org.apache.hadoop.hive.ql.HookRunner.runBeforeParseHook(HookRunner.java:105)
at org.apache.hadoop.hive.ql.Driver.compile(Driver.java:612)
at org.apache.hadoop.hive.ql.Driver.compileInternal(Driver.java:1826)
at org.apache.hadoop.hive.ql.Driver.compileAndRespond(Driver.java:1773)
at org.apache.hadoop.hive.ql.Driver.compileAndRespond(Driver.java:1768)
at org.apache.hadoop.hive.ql.reexec.ReExecDriver.compileAndRespond(ReExecDriver.java:126)
at org.apache.hadoop.hive.ql.reexec.ReExecDriver.run(ReExecDriver.java:214)
at org.apache.hive.hcatalog.cli.HCatDriver.run(HCatDriver.java:49)
at org.apache.hive.hcatalog.cli.HCatCli.processCmd(HCatCli.java:291)
at org.apache.hive.hcatalog.cli.HCatCli.processLine(HCatCli.java:245)
at org.apache.hive.hcatalog.cli.HCatCli.main(HCatCli.java:182)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at org.apache.hadoop.util.RunJar.run(RunJar.java:323)
at org.apache.hadoop.util.RunJar.main(RunJar.java:236)
25/11/09 19:34:00 ERROR ql.Driver: FAILED: RuntimeException Error loading hooks(hive.exec.post.hooks): java.lang.ClassNotFoundException: org.apache.atlas.hive.hook.HiveHook
at java.net.URLClassLoader.findClass(URLClassLoader.java:382)
at java.lang.ClassLoader.loadClass(ClassLoader.java:424)
at java.lang.ClassLoader.loadClass(ClassLoader.java:357)
at java.lang.Class.forName0(Native Method)
at java.lang.Class.forName(Class.java:348)
at org.apache.hadoop.hive.ql.hooks.HookUtils.readHooksFromConf(HookUtils.java:55)
at org.apache.hadoop.hive.ql.HookRunner.loadHooksFromConf(HookRunner.java:90)
at org.apache.hadoop.hive.ql.HookRunner.initialize(HookRunner.java:79)
at org.apache.hadoop.hive.ql.HookRunner.runBeforeParseHook(HookRunner.java:105)
at org.apache.hadoop.hive.ql.Driver.compile(Driver.java:612)
at org.apache.hadoop.hive.ql.Driver.compileInternal(Driver.java:1826)
at org.apache.hadoop.hive.ql.Driver.compileAndRespond(Driver.java:1773)
at org.apache.hadoop.hive.ql.Driver.compileAndRespond(Driver.java:1768)
at org.apache.hadoop.hive.ql.reexec.ReExecDriver.compileAndRespond(ReExecDriver.java:126)
at org.apache.hadoop.hive.ql.reexec.ReExecDriver.run(ReExecDriver.java:214)
at org.apache.hive.hcatalog.cli.HCatDriver.run(HCatDriver.java:49)
at org.apache.hive.hcatalog.cli.HCatCli.processCmd(HCatCli.java:291)
at org.apache.hive.hcatalog.cli.HCatCli.processLine(HCatCli.java:245)
at org.apache.hive.hcatalog.cli.HCatCli.main(HCatCli.java:182)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at org.apache.hadoop.util.RunJar.run(RunJar.java:323)
at org.apache.hadoop.util.RunJar.main(RunJar.java:236)
java.lang.RuntimeException: Error loading hooks(hive.exec.post.hooks): java.lang.ClassNotFoundException: org.apache.atlas.hive.hook.HiveHook
at java.net.URLClassLoader.findClass(URLClassLoader.java:382)
at java.lang.ClassLoader.loadClass(ClassLoader.java:424)
at java.lang.ClassLoader.loadClass(ClassLoader.java:357)
at java.lang.Class.forName0(Native Method)
at java.lang.Class.forName(Class.java:348)
at org.apache.hadoop.hive.ql.hooks.HookUtils.readHooksFromConf(HookUtils.java:55)
at org.apache.hadoop.hive.ql.HookRunner.loadHooksFromConf(HookRunner.java:90)
at org.apache.hadoop.hive.ql.HookRunner.initialize(HookRunner.java:79)
at org.apache.hadoop.hive.ql.HookRunner.runBeforeParseHook(HookRunner.java:105)
at org.apache.hadoop.hive.ql.Driver.compile(Driver.java:612)
at org.apache.hadoop.hive.ql.Driver.compileInternal(Driver.java:1826)
at org.apache.hadoop.hive.ql.Driver.compileAndRespond(Driver.java:1773)
at org.apache.hadoop.hive.ql.Driver.compileAndRespond(Driver.java:1768)
at org.apache.hadoop.hive.ql.reexec.ReExecDriver.compileAndRespond(ReExecDriver.java:126)
at org.apache.hadoop.hive.ql.reexec.ReExecDriver.run(ReExecDriver.java:214)
at org.apache.hive.hcatalog.cli.HCatDriver.run(HCatDriver.java:49)
at org.apache.hive.hcatalog.cli.HCatCli.processCmd(HCatCli.java:291)
at org.apache.hive.hcatalog.cli.HCatCli.processLine(HCatCli.java:245)
at org.apache.hive.hcatalog.cli.HCatCli.main(HCatCli.java:182)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at org.apache.hadoop.util.RunJar.run(RunJar.java:323)
at org.apache.hadoop.util.RunJar.main(RunJar.java:236)
at org.apache.hadoop.hive.ql.HookRunner.loadHooksFromConf(HookRunner.java:93)
at org.apache.hadoop.hive.ql.HookRunner.initialize(HookRunner.java:79)
at org.apache.hadoop.hive.ql.HookRunner.runBeforeParseHook(HookRunner.java:105)
at org.apache.hadoop.hive.ql.Driver.compile(Driver.java:612)
at org.apache.hadoop.hive.ql.Driver.compileInternal(Driver.java:1826)
at org.apache.hadoop.hive.ql.Driver.compileAndRespond(Driver.java:1773)
at org.apache.hadoop.hive.ql.Driver.compileAndRespond(Driver.java:1768)
at org.apache.hadoop.hive.ql.reexec.ReExecDriver.compileAndRespond(ReExecDriver.java:126)
at org.apache.hadoop.hive.ql.reexec.ReExecDriver.run(ReExecDriver.java:214)
at org.apache.hive.hcatalog.cli.HCatDriver.run(HCatDriver.java:49)
at org.apache.hive.hcatalog.cli.HCatCli.processCmd(HCatCli.java:291)
at org.apache.hive.hcatalog.cli.HCatCli.processLine(HCatCli.java:245)
at org.apache.hive.hcatalog.cli.HCatCli.main(HCatCli.java:182)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at org.apache.hadoop.util.RunJar.run(RunJar.java:323)
at org.apache.hadoop.util.RunJar.main(RunJar.java:236)
Caused by: java.lang.ClassNotFoundException: org.apache.atlas.hive.hook.HiveHook
at java.net.URLClassLoader.findClass(URLClassLoader.java:382)
at java.lang.ClassLoader.loadClass(ClassLoader.java:424)
at java.lang.ClassLoader.loadClass(ClassLoader.java:357)
at java.lang.Class.forName0(Native Method)
at java.lang.Class.forName(Class.java:348)
at org.apache.hadoop.hive.ql.hooks.HookUtils.readHooksFromConf(HookUtils.java:55)
at org.apache.hadoop.hive.ql.HookRunner.loadHooksFromConf(HookRunner.java:90)
... 18 more
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# 2、核心结论
- 触发点：Ambari 的 Hive Service Check 调用
hcatSmoke.sh，在 Hive CLI 启动时根据hive.exec.post.hooks加载 Atlas HiveHook。 - 根因：运行时 HIVE_AUX_JARS_PATH 未包含
atlas-hive-plugin相关 JAR，导致 ClassNotFoundException: org.apache.atlas.hive.hook.HiveHook。 - 现象：
kinit成功、Hive 启动成功，但 Hook 初始化失败 → SQL 编译阶段报错 → Service Check 失败。
# 三、修复思路总览
- 步骤一：为 Hive 注入 Atlas Hook 依赖（修正
HIVE_AUX_JARS_PATH） - 步骤二：增强 hcat 服务检查脚本（在 Service Check 的执行环境中显式注入 Hook）
# 四、步骤一：为 Hive 注入 Atlas Hook JAR
目标：在 Hive CLI/服务 的运行环境中，始终能解析到
atlas-hive-plugin依赖。
参考渲染后的
hive-env.sh片段：
ATLAS_HOOK_DIR="/usr/bigtop/current/atlas-server/hook/hive"
ATLAS_HOOK_JARS=$(
{
ls "${ATLAS_HOOK_DIR}"/*.jar 2>/dev/null
ls "${ATLAS_HOOK_DIR}/atlas-hive-plugin-impl"/*.jar 2>/dev/null
} | grep -v 'logback-classic' | tr '\n' ':' | sed 's/:$//'
)
if [ -n "${ATLAS_HOOK_JARS}" ]; then
if [ -n "${HIVE_AUX_JARS_PATH:-}" ]; then
export HIVE_AUX_JARS_PATH="${HIVE_AUX_JARS_PATH}:${ATLAS_HOOK_JARS}"
else
export HIVE_AUX_JARS_PATH="${ATLAS_HOOK_JARS}"
fi
# 规范化：去头尾冒号、合并重复
export HIVE_AUX_JARS_PATH="$(echo "${HIVE_AUX_JARS_PATH}" | sed 's/^://;s/:$//;s/::\+/:/g')"
fi
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说明
- 自动扫描 Atlas Hook 目录，拼接为
HIVE_AUX_JARS_PATH； - 过滤
logback-classic，避免日志绑定冲突； - 规范化路径，防止多余冒号导致 classpath 解析异常。
# 五、步骤二：增强 hcat 服务检查脚本（显式注入 Hook）
目标：Service Check 的执行环境与真实 Hive 运行环境一致，避免 smoke 脚本“绕过”了我们在
hive-env中的注入逻辑。
修改文件路径：
/var/lib/ambari-server/resources/stacks/BIGTOP/3.2.0/services/HIVE/package/scripts
1
将 hcat_service_check.py（或对应脚本）替换为下述增强版本关键片段（已适配 enable_atlas_hook 条件与 Ambari 参数）：
# --- Atlas Hook 环境注入 ---
if params.enable_atlas_hook:
atlas_hook_env_cmd = format(r'''
ATLAS_HOOK_DIR="{atlas_home}/hook/hive"
ATLAS_HOOK_JARS=$(
{{
ls "${{ATLAS_HOOK_DIR}}"/*.jar 2>/dev/null
ls "${{ATLAS_HOOK_DIR}}/atlas-hive-plugin-impl"/*.jar 2>/dev/null
}} | grep -v 'logback-classic' | tr '\n' ':' | sed 's/:$//'
)
if [ -n "${{ATLAS_HOOK_JARS}}" ]; then
if [ -n "${{HIVE_AUX_JARS_PATH:-}}" ]; then
export HIVE_AUX_JARS_PATH="${{HIVE_AUX_JARS_PATH}}:${{ATLAS_HOOK_JARS}}"
else
export HIVE_AUX_JARS_PATH="${{ATLAS_HOOK_JARS}}"
fi
export HIVE_AUX_JARS_PATH="$(echo "${{HIVE_AUX_JARS_PATH}}" | sed 's/^://;s/:$//;s/::\+/:/g')"
fi
''')
else:
atlas_hook_env_cmd = ''
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在 prepare/cleanup 两个动作前拼接 atlas_hook_env_cmd，确保 smoke 流程也加载 Hook：
prepare_cmd = format(
"{kinit_cmd}{atlas_hook_env_cmd}\n"
"env JAVA_HOME={java64_home} {tmp_dir}/hcatSmoke.sh hcatsmoke{unique} prepare {purge_tables}"
)
...
cleanup_cmd = format(
"{kinit_cmd}{atlas_hook_env_cmd}\n"
" {tmp_dir}/hcatSmoke.sh hcatsmoke{unique} cleanup {purge_tables}"
)
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替换完成后 重启 ambari-server 使之生效。
# 六、验证闭环（kinit → smoke → Hook 解析）
kinit -kt /etc/security/keytabs/smokeuser.headless.keytab [email protected]
klist
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env JAVA_HOME=/opt/modules/jdk1.8.0_202 \
/var/lib/ambari-agent/tmp/hcatSmoke.sh hcatsmokeid000ac563_date360925 prepare true
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-- Beeline 连接后执行
show tables;
-- 不再出现 HiveHook ClassNotFound，且 post hooks 正常初始化
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// Make sure to add code blocks to your code group
执行日志应出现我们注入的 Atlas Hook 相关 echo/环境变量，且不再报：
java.lang.ClassNotFoundException: org.apache.atlas.hive.hook.HiveHook。
示例片段（已生效）：
2025-11-09 22:18:20,340 - checked_call['hostid'] {}
2025-11-09 22:18:20,351 - checked_call returned (0, '000ac463')
2025-11-09 22:18:20,353 - File['/var/lib/ambari-agent/tmp/hcatSmoke.sh'] {'content': StaticFile('hcatSmoke.sh'), 'mode': 0o755}
2025-11-09 22:18:20,354 - Execute['
# --- 注入 Atlas Hook jar ---
ATLAS_HOOK_DIR="/usr/bigtop/current/atlas-server/hook/hive"
ATLAS_HOOK_JARS=$(
{
ls "${ATLAS_HOOK_DIR}"/*.jar 2>/dev/null
ls "${ATLAS_HOOK_DIR}/atlas-hive-plugin-impl"/*.jar 2>/dev/null
} | grep -v 'logback-classic' | tr '\n' ':' | sed 's/:$//'
)
if [ -n "${ATLAS_HOOK_JARS}" ]; then
if [ -n "${HIVE_AUX_JARS_PATH:-}" ]; then
export HIVE_AUX_JARS_PATH="${HIVE_AUX_JARS_PATH}:${ATLAS_HOOK_JARS}"
else
export HIVE_AUX_JARS_PATH="${ATLAS_HOOK_JARS}"
fi
# 规范化路径: 去掉多余的冒号
export HIVE_AUX_JARS_PATH="$(echo "${HIVE_AUX_JARS_PATH}" | sed 's/^://;s/:$//;s/::\+/:/g')"
fi
env JAVA_HOME=/opt/modules/jdk1.8.0_202 /var/lib/ambari-agent/tmp/hcatSmoke.sh hcatsmokeid000ac463_date180925 prepare true'] {'tries': 3, 'user': 'ambari-qa', 'try_sleep': 5, 'path': ['/usr/sbin', '/usr/local/bin', '/bin', '/usr/bin', '/usr/sbin:/sbin:/usr/lib/ambari-server/*:/usr/sbin:/sbin:/usr/lib/ambari-server/*:/opt/modules/jdk1.8.0_202/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/root/bin:/var/lib/ambari-agent:/var/lib/ambari-agent:/usr/bigtop/3.2.0/usr/bin:/usr/bigtop/current/hive-client/bin'], 'logoutput': True}
SLF4J: Class path contains multiple SLF4J bindings.
SLF4J: Found binding in [jar:file:/usr/bigtop/3.2.0/usr/lib/hadoop/lib/slf4j-reload4j-1.7.36.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/usr/bigtop/3.2.0/usr/lib/hive/lib/log4j-slf4j-impl-2.17.1.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.
SLF4J: Actual binding is of type [org.slf4j.impl.Reload4jLoggerFactory]
25/11/09 22:18:21 INFO conf.HiveConf: Found configuration file file:/usr/bigtop/3.2.0/etc/hive/conf.dist/hive-site.xml
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重启服务
ambari-server restart
