大数据开发技术Scala/sql进入方法总结
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大数据开发技术Scala/sql进入方法总结
启动Scala-Shell
start-all.sh
jps
cd hadoop-2.9.2/
sbin/start-all.sh
cd spark-2.4.2-bin-hadoop2.7/
'abrt-cli status' timed out
[mls@master ~]$ ls
20171024 apache-tomcat-9.0.20 eclipse idea-IC-191.7141.44 Public sparktestdata Templates
20171024_reduced core.11499 eclipse-workspace IdeaProjects pycharm-community-2019.2.4 sqoop-1.4.7.bin__hadoop-2.6.0 Videos
anaconda3 Desktop flume_spool Music PycharmProjects stockproject_data
apache-flume-1.8.0-bin Documents hadoop-2.9.2 mysql-connector-java-5.1.47 scala-2.12.8 stocksql
apache-hive-2.3.4-bin Downloads hadoopdata Pictures spark-2.4.2-bin-hadoop2.7 table1_data.txt
[mls@master ~]$ start-all.sh
This script is Deprecated. Instead use start-dfs.sh and start-yarn.sh
Starting namenodes on [master]
master: starting namenode, logging to /home/mls/hadoop-2.9.2/logs/hadoop-mls-namenode-master.out
master: starting datanode, logging to /home/mls/hadoop-2.9.2/logs/hadoop-mls-datanode-master.out
Starting secondary namenodes [0.0.0.0]
0.0.0.0: starting secondarynamenode, logging to /home/mls/hadoop-2.9.2/logs/hadoop-mls-secondarynamenode-master.out
starting yarn daemons
starting resourcemanager, logging to /home/mls/hadoop-2.9.2/logs/yarn-mls-resourcemanager-master.out
master: starting nodemanager, logging to /home/mls/hadoop-2.9.2/logs/yarn-mls-nodemanager-master.out
[mls@master ~]$ jps
11701 DataNode
12262 NodeManager
11576 NameNode
12122 ResourceManager
11900 SecondaryNameNode
12557 Jps
[mls@master ~]$ cd hadoop-2.9.2/
[mls@master hadoop-2.9.2]$ sbin/start-all.sh
This script is Deprecated. Instead use start-dfs.sh and start-yarn.sh
Starting namenodes on [master]
master: namenode running as process 11576. Stop it first.
master: datanode running as process 11701. Stop it first.
Starting secondary namenodes [0.0.0.0]
0.0.0.0: secondarynamenode running as process 11900. Stop it first.
starting yarn daemons
resourcemanager running as process 12122. Stop it first.
master: nodemanager running as process 12262. Stop it first.
[mls@master hadoop-2.9.2]$ cd
[mls@master ~]$ cd spark-2.4.2-bin-hadoop2.7/
[mls@master spark-2.4.2-bin-hadoop2.7]$ ./bin/spark-submit
Usage: spark-submit [options] <app jar | python file | R file> [app arguments]
Usage: spark-submit --kill [submission ID] --master [spark://...]
Usage: spark-submit --status [submission ID] --master [spark://...]
Usage: spark-submit run-example [options] example-class [example args]
Options:
--master MASTER_URL spark://host:port, mesos://host:port, yarn,
k8s://https://host:port, or local (Default: local[*]).
--deploy-mode DEPLOY_MODE Whether to launch the driver program locally ("client") or
on one of the worker machines inside the cluster ("cluster")
(Default: client).
--class CLASS_NAME Your application's main class (for Java / Scala apps).
--name NAME A name of your application.
--jars JARS Comma-separated list of jars to include on the driver
and executor classpaths.
--packages Comma-separated list of maven coordinates of jars to include
on the driver and executor classpaths. Will search the local
maven repo, then maven central and any additional remote
repositories given by --repositories. The format for the
coordinates should be groupId:artifactId:version.
--exclude-packages Comma-separated list of groupId:artifactId, to exclude while
resolving the dependencies provided in --packages to avoid
dependency conflicts.
--repositories Comma-separated list of additional remote repositories to
search for the maven coordinates given with --packages.
--py-files PY_FILES Comma-separated list of .zip, .egg, or .py files to place
on the PYTHONPATH for Python apps.
--files FILES Comma-separated list of files to be placed in the working
directory of each executor. File paths of these files
in executors can be accessed via SparkFiles.get(fileName).
--conf PROP=VALUE Arbitrary Spark configuration property.
--properties-file FILE Path to a file from which to load extra properties. If not
specified, this will look for conf/spark-defaults.conf.
--driver-memory MEM Memory for driver (e.g. 1000M, 2G) (Default: 1024M).
--driver-java-options Extra Java options to pass to the driver.
--driver-library-path Extra library path entries to pass to the driver.
--driver-class-path Extra class path entries to pass to the driver. Note that
jars added with --jars are automatically included in the
classpath.
--executor-memory MEM Memory per executor (e.g. 1000M, 2G) (Default: 1G).
--proxy-user NAME User to impersonate when submitting the application.
This argument does not work with --principal / --keytab.
--help, -h Show this help message and exit.
--verbose, -v Print additional debug output.
--version, Print the version of current Spark.
Cluster deploy mode only:
--driver-cores NUM Number of cores used by the driver, only in cluster mode
(Default: 1).
Spark standalone or Mesos with cluster deploy mode only:
--supervise If given, restarts the driver on failure.
--kill SUBMISSION_ID If given, kills the driver specified.
--status SUBMISSION_ID If given, requests the status of the driver specified.
Spark standalone and Mesos only:
--total-executor-cores NUM Total cores for all executors.
Spark standalone and YARN only:
--executor-cores NUM Number of cores per executor. (Default: 1 in YARN mode,
or all available cores on the worker in standalone mode)
YARN-only:
--queue QUEUE_NAME The YARN queue to submit to (Default: "default").
--num-executors NUM Number of executors to launch (Default: 2).
If dynamic allocation is enabled, the initial number of
executors will be at least NUM.
--archives ARCHIVES Comma separated list of archives to be extracted into the
working directory of each executor.
--principal PRINCIPAL Principal to be used to login to KDC, while running on
secure HDFS.
--keytab KEYTAB The full path to the file that contains the keytab for the
principal specified above. This keytab will be copied to
the node running the Application Master via the Secure
Distributed Cache, for renewing the login tickets and the
delegation tokens periodically.
[mls@master spark-2.4.2-bin-hadoop2.7]$ cd
[mls@master ~]$ cd hadoop-2.9.2/
[mls@master hadoop-2.9.2]$ cd ~/spark-2.4.2-bin-hadoop2.7/bin/
[mls@master bin]$ ./spark-shell --master yarn
20/12/12 02:29:45 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
20/12/12 02:29:57 WARN Client: Neither spark.yarn.jars nor spark.yarn.archive is set, falling back to uploading libraries under SPARK_HOME.
Spark context Web UI available at http://master:4040
Spark context available as 'sc' (master = yarn, app id = application_1607710614793_0001).
Spark session available as 'spark'.
Welcome to
____ __
/ __/__ ___ _____/ /__
_\ \/ _ \/ _ `/ __/ '_/
/___/ .__/\_,_/_/ /_/\_\ version 2.4.2
/_/
Using Scala version 2.12.8 (Java HotSpot(TM) 64-Bit Server VM, Java 1.8.0_191)
Type in expressions to have them evaluated.
Type :help for more information.
scala>
启动SQL
[mls@master bin]$ cd
[mls@master ~]$ cd hadoop-2.9.2/
[mls@master hadoop-2.9.2]$
[mls@master hadoop-2.9.2]$ sbin/start-all.sh
This script is Deprecated. Instead use start-dfs.sh and start-yarn.sh
Starting namenodes on [master]
master: namenode running as process 11576. Stop it first.
master: datanode running as process 11701. Stop it first.
Starting secondary namenodes [0.0.0.0]
0.0.0.0: secondarynamenode running as process 11900. Stop it first.
starting yarn daemons
resourcemanager running as process 12122. Stop it first.
master: nodemanager running as process 12262. Stop it first.
[mls@master hadoop-2.9.2]$ cd ~/spark-2.4.2-bin-hadoop2.7/bin/
[mls@master bin]$ ./spark-sql --master yarn
20/12/12 02:39:18 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
20/12/12 02:39:18 WARN HiveConf: HiveConf of name hive.metastore.local does not exist
Sat Dec 12 02:39:19 CST 2020 WARN: Establishing SSL connection without server's identity verification is not recommended. According to MySQL 5.5.45+, 5.6.26+ and 5.7.6+ requirements SSL connection must be established by default if explicit option isn't set. For compliance with existing applications not using SSL the verifyServerCertificate property is set to 'false'. You need either to explicitly disable SSL by setting useSSL=false, or set useSSL=true and provide truststore for server certificate verification.
Sat Dec 12 02:39:19 CST 2020 WARN: Establishing SSL connection without server's identity verification is not recommended. According to MySQL 5.5.45+, 5.6.26+ and 5.7.6+ requirements SSL connection must be established by default if explicit option isn't set. For compliance with existing applications not using SSL the verifyServerCertificate property is set to 'false'. You need either to explicitly disable SSL by setting useSSL=false, or set useSSL=true and provide truststore for server certificate verification.
Sat Dec 12 02:39:19 CST 2020 WARN: Establishing SSL connection without server's identity verification is not recommended. According to MySQL 5.5.45+, 5.6.26+ and 5.7.6+ requirements SSL connection must be established by default if explicit option isn't set. For compliance with existing applications not using SSL the verifyServerCertificate property is set to 'false'. You need either to explicitly disable SSL by setting useSSL=false, or set useSSL=true and provide truststore for server certificate verification.
Sat Dec 12 02:39:19 CST 2020 WARN: Establishing SSL connection without server's identity verification is not recommended. According to MySQL 5.5.45+, 5.6.26+ and 5.7.6+ requirements SSL connection must be established by default if explicit option isn't set. For compliance with existing applications not using SSL the verifyServerCertificate property is set to 'false'. You need either to explicitly disable SSL by setting useSSL=false, or set useSSL=true and provide truststore for server certificate verification.
20/12/12 02:39:19 WARN HiveConf: HiveConf of name hive.metastore.local does not exist
Sat Dec 12 02:39:20 CST 2020 WARN: Establishing SSL connection without server's identity verification is not recommended. According to MySQL 5.5.45+, 5.6.26+ and 5.7.6+ requirements SSL connection must be established by default if explicit option isn't set. For compliance with existing applications not using SSL the verifyServerCertificate property is set to 'false'. You need either to explicitly disable SSL by setting useSSL=false, or set useSSL=true and provide truststore for server certificate verification.
Sat Dec 12 02:39:20 CST 2020 WARN: Establishing SSL connection without server's identity verification is not recommended. According to MySQL 5.5.45+, 5.6.26+ and 5.7.6+ requirements SSL connection must be established by default if explicit option isn't set. For compliance with existing applications not using SSL the verifyServerCertificate property is set to 'false'. You need either to explicitly disable SSL by setting useSSL=false, or set useSSL=true and provide truststore for server certificate verification.
Sat Dec 12 02:39:20 CST 2020 WARN: Establishing SSL connection without server's identity verification is not recommended. According to MySQL 5.5.45+, 5.6.26+ and 5.7.6+ requirements SSL connection must be established by default if explicit option isn't set. For compliance with existing applications not using SSL the verifyServerCertificate property is set to 'false'. You need either to explicitly disable SSL by setting useSSL=false, or set useSSL=true and provide truststore for server certificate verification.
Sat Dec 12 02:39:20 CST 2020 WARN: Establishing SSL connection without server's identity verification is not recommended. According to MySQL 5.5.45+, 5.6.26+ and 5.7.6+ requirements SSL connection must be established by default if explicit option isn't set. For compliance with existing applications not using SSL the verifyServerCertificate property is set to 'false'. You need either to explicitly disable SSL by setting useSSL=false, or set useSSL=true and provide truststore for server certificate verification.
20/12/12 02:39:23 WARN Client: Neither spark.yarn.jars nor spark.yarn.archive is set, falling back to uploading libraries under SPARK_HOME.
Spark master: yarn, Application Id: application_1607710614793_0002
spark-sql> show databeses;
Error in query:
missing 'FUNCTIONS' at '<EOF>'(line 1, pos 14)
== SQL ==
show databeses
--------------^^^
spark-sql> show databases;
default
stock
stock_1
stock_4
Time taken: 0.957 seconds, Fetched 4 row(s)
spark-sql>
[mls@master bin]$ cat /user/mls/.sparkStaging/application_1607706329173_0001/__spark_libs__2394901264014099355.zip
cat: /user/mls/.sparkStaging/application_1607706329173_0001/__spark_libs__2394901264014099355.zip: No such file or directory
[mls@master bin]$ cat /user/hive/warehouse/stock_4.db/clean_data/part-00196-83ec44ca-8a13-4e1a-ad78-96ecd9eba01b-c000
cat: /user/hive/warehouse/stock_4.db/clean_data/part-00196-83ec44ca-8a13-4e1a-ad78-96ecd9eba01b-c000: No such file or directory
[mls@master bin]$ hdfs dfs -cat /user/hive/warehouse/stock_4.db/clean_data/part-00196-83ec44ca-8a13-4e1a-ad78-96ecd9eba01b-c000
0000011202222380.52403.592404.442374.031.18684272E8
0000011303042332.082273.42333.542259.251.61750032E8
0000011309102214.812237.982238.552202.822.37206656E8
0000011310092191.392211.772212.352185.181.30871736E8
0000011403072058.382057.912079.492050.471.03709536E8
0000011504244355.954393.694416.384318.126.2855501E8
0000011507063975.213775.913975.213653.048.3113926E8
0000011604143080.093082.363086.73056.992.08237824E8
0000011608113013.683002.643038.053001.171.61879488E8
0000011608123000.273050.673051.052999.041.68173664E8
6000001201179.09.29.268.79973572.0
6000001205109.219.169.249.11675762.0
6000001212148.328.98.998.323443944.0
6000001212289.379.599.649.371195998.0
6000001308057.988.068.077.95530561.0
6000001408219.649.59.659.431180571.0
60000015010715.915.8116.1715.533857168.0
60000016120217.117.117.1816.8338958.0
60000016122716.2516.1416.3216.13106658.0
60000017072113.6113.4513.6313.38522723.0
60000017082212.5112.4312.5312.41588299.0
6000041302187.747.77.787.6941981.0
6000041305096.936.826.946.7783294.0
6000041411079.469.259.59.18151350.0
6000041411139.949.810.069.77157928.0
60000415041513.9413.6614.2813.51218802.0
60000416051712.2912.2612.3712.1736444.0
60000416070112.2712.2812.3212.2425513.0
60000416083113.9813.814.0413.72102629.0
60000416112914.9415.0215.3514.8696846.0
6000051502093.143.143.173.08399554.0
6000051606132.862.812.872.8404585.0
6000051701203.743.743.773.72603146.0
6000061307052.812.812.852.7872694.0
6000061501305.995.866.055.8182827.0
6000061610277.87.87.857.7672917.0
6000061701266.796.856.866.7947302.0
6000061704246.56.326.516.3181167.0
6000061705056.136.16.186.0957066.0
60000712061510.710.7410.7910.572210.0
60000712081510.1710.0810.1710.011163.0
60000713051510.4410.610.6510.441999.0
6000071404049.669.689.739.5211349.0
60000714111012.812.8812.9112.6380727.0
60000714112513.0214.2914.2912.8205975.0
60000716012814.1814.3114.3813.8534519.0
60000716052418.4417.9518.4417.8127435.0
60000716081522.1523.7423.9622.1554745.0
60000716113020.5519.5920.6619.4372988.0
60000717020918.1618.2918.3518.0710078.0
6000081206135.15.165.25.0773556.0
60000815062417.318.018.1917.151196972.0
6000081605273.863.833.873.79155307.0
6000081710236.116.256.326.07679994.0
60000912032912.8512.8212.912.741977.0
60000913101415.5615.8716.3515.47446765.0
60000915112630.129.7430.1929.780731.0
60000917052239.739.8239.8738.854798.0
60000917061338.4938.6738.7138.058279.0
[mls@master bin]$
标签：set,Scala,--,mls,开发技术,master,sql,spark,SSL 来源： https://blog.csdn.net/CSDN447447LJH/article/details/111045787