메뉴 건너뛰기

Bigdata, Semantic IoT, Hadoop, NoSQL

Bigdata, Hadoop ecosystem, Semantic IoT등의 프로젝트를 진행중에 습득한 내용을 정리하는 곳입니다.
필요한 분을 위해서 공개하고 있습니다. 문의사항은 gooper@gooper.com로 메일을 보내주세요.


1. 다운로드(Elastic Search)

 가.Elastic Search=>https://download.elasticsearch.org/elasticsearch/release/org/elasticsearch/distribution/tar/elasticsearch/2.3.0/elasticsearch-2.3.0.tar.gz


 나.ES-Hadoop=>https://www.elastic.co/thank-you?url=http://download.elastic.co/hadoop/elasticsearch-hadoop-2.2.0.zip


2. 압축풀기

   tar xvfz elasticsearch-2.3.0.tar.gz


3. 링크 생성

  ln -s elasticsearch-2.3.0 elasticsearch


4. config/elasticsearch.yml파일 수정

-bash-4.1# cat elasticsearch.yml 

# ======================== Elasticsearch Configuration =========================

#

# NOTE: Elasticsearch comes with reasonable defaults for most settings.

#       Before you set out to tweak and tune the configuration, make sure you

#       understand what are you trying to accomplish and the consequences.

#

# The primary way of configuring a node is via this file. This template lists

# the most important settings you may want to configure for a production cluster.

#

# Please see the documentation for further information on configuration options:

# <http://www.elastic.co/guide/en/elasticsearch/reference/current/setup-configuration.html>

#

# ---------------------------------- Cluster -----------------------------------

#

# Use a descriptive name for your cluster:

#

# cluster.name: my-application

cluster.name: iot

#

# ------------------------------------ Node ------------------------------------

#

# Use a descriptive name for the node:

#

# node.name: node-1

node.name: node-1


node.master: true

node.data: false

#

# Add custom attributes to the node:

#

# node.rack: r1

#

# ----------------------------------- Paths ------------------------------------

#

# Path to directory where to store the data (separate multiple locations by comma):

#

# path.data: /path/to/data

path.data: /data/elasticsearch/data

#

# Path to log files:

#

# path.logs: /path/to/logs

path.logs: /logs/elasticsearch/logs

#


# ----------------------------------- Memory -----------------------------------

index.number_of_shareds: 5

index.number_of_replicas: 1



# ----------------------------------- Memory -----------------------------------

#

# Lock the memory on startup:

#

# bootstrap.mlockall: true

#

# Make sure that the `ES_HEAP_SIZE` environment variable is set to about half the memory

# available on the system and that the owner of the process is allowed to use this limit.

#

# Elasticsearch performs poorly when the system is swapping the memory.

#

# ---------------------------------- Network -----------------------------------

#

# Set the bind address to a specific IP (IPv4 or IPv6):

#

# network.host: 192.168.0.1

network.host: xxx.xxx.xxx.43 

#

# Set a custom port for HTTP:

#

# http.port: 9200

http.port: 9200

transport.tcp.port: 9300

transport.tcp.compress: true

http.enabled: true

#

# For more information, see the documentation at:

# <http://www.elastic.co/guide/en/elasticsearch/reference/current/modules-network.html>

#

# --------------------------------- Discovery ----------------------------------

#

# Pass an initial list of hosts to perform discovery when new node is started:

# The default list of hosts is ["127.0.0.1", "[::1]"]

#

# discovery.zen.ping.unicast.hosts: ["host1", "host2"]

discovery.zen.ping.multicast.enabled: false

discovery.zen.ping.unicast.hosts: ["gsda1:9300", "gsda1:9301", "gsda1:9302"]

action.auto_create_index: true

index.mapper.dynamic: true

#

# Prevent the "split brain" by configuring the majority of nodes (total number of nodes / 2 + 1):

#

# discovery.zen.minimum_master_nodes: 3

#

# For more information, see the documentation at:

# <http://www.elastic.co/guide/en/elasticsearch/reference/current/modules-discovery.html>

#

# ---------------------------------- Gateway -----------------------------------

#

# Block initial recovery after a full cluster restart until N nodes are started:

#

# gateway.recover_after_nodes: 3

#

# For more information, see the documentation at:

# <http://www.elastic.co/guide/en/elasticsearch/reference/current/modules-gateway.html>

#

# ---------------------------------- Various -----------------------------------

#

# Disable starting multiple nodes on a single system:

#

# node.max_local_storage_nodes: 1

#

# Require explicit names when deleting indices:

#

# action.destructive_requires_name: true


# ---------------------------------- Marvel Exporter -----------------------------------

marvel.agent.exporter.es.hosts: ["gsda1:9200", "gsda2:9200", "gsda3:9200", "gsda4:9200", "gsda5:9200"]


5. 각 서버에 scp한다.

scp -r -P 22 elasticsearch-2.3.0 root@sda2:$HOME

scp -r -P 22 elasticsearch-2.3.0 root@gsda3:$HOME

scp -r -P 22 elasticsearch-2.3.0 root@gsda4:$HOME

scp -r -P 22 elasticsearch-2.3.0 root@gsda5:$HOME


6.각 서버(5개)에 들어가서 링크를 생성한다.

ln -s elasticsearch-2.3.0 elasticsearch


7. master로 1개, 나머지 4개는 data용 node로 구성한다.

cluster.name=iot(각서버 모두 동일하게 설정한다.)

network.host=XXX.XXX.XXX.XXX(각각의 ip를 설정한다.)

node.name: node1(각각의 서버에 고유한 값을 설정한다.)


*master 서버에는

node.master: true

node.data: false

로 설정하고 

나머지(data node)는 

node.master: false

node.data: true

로 설정한다.


8. elastic서버 기동(서버 마다 각각 기동시켜준다, root도 실행)

 ==> bin/elasticsearch -d  : daemon으로 띄운다. console에 띄우려면 -d를 빼고 실행한다.

 ==> 헐.. root로 실행하니 아래와 같은 오류가 뜬다..

   이럴때는 "elasticsearch -d -Des.insecure.allow.root=true"명령을 주면 해결된다.


--------------오류내용------------------------------

-bash-4.1# ./elasticsearch -d

-bash-4.1# Exception in thread "main" java.lang.RuntimeException: don't run elasticsearch as root.

        at org.elasticsearch.bootstrap.Bootstrap.initializeNatives(Bootstrap.java:93)

        at org.elasticsearch.bootstrap.Bootstrap.setup(Bootstrap.java:144)

        at org.elasticsearch.bootstrap.Bootstrap.init(Bootstrap.java:270)

        at org.elasticsearch.bootstrap.Elasticsearch.main(Elasticsearch.java:35)

Refer to the log for complete error details.


9. 클러스터/노드 정보를 확인한다.

  가. node정보 확인(각 노드별 확인 가능함) : http://gsda1:9200/

  나. cluster 정보 확인(master노드에서만 확인 가능함) : http://gsda1:9200/_cluster/health?pretty=true

  다. 노드정보 확인(각 노드별 확인 가능함) : http://gsda1:9200/_nodes?pretty=true

  라. 노드정보 확인(각 노드별 확인 가능함) : http://gsda1:9200/_nodes/settings?pretty=true


10. TEST

  가. 인덱스 생성 : -bash-4.1# curl -XPUT 'http://gsda1:9200/blog' ==> {"acknowledged":true}

  나. 인덱스 생성 정보확인 : 

-bash-4.1# curl -XGET 'http://gsda1:9200/blog/_settings?pretty=true'

{

  "blog" : {

    "settings" : {

      "index" : {

        "creation_date" : "1459833926158",

        "number_of_shards" : "5",

        "number_of_replicas" : "1",

        "uuid" : "XoppVt7VQPGgYHP_J4y3fQ",

        "version" : {

          "created" : "2030099"

        }

      }

    }

  }

}

  다. 인덱스 삭제 : -bash-4.1# curl -XDELETE 'http://gsda1:9200/blog'     ==> {"acknowledged":true}

     * 삭제시 물리적으로 바로 삭제되어 복구할 수 없음


11. document 자동색인 (elasticsearch.yml의 index.mapper.dynamic: true가 기본으로 설정되어어함)

 . document추가1(json형식으로 작성하여 등록함)

curl -XPOST 'http://gsda1:9200/blog/article/2' -d '{

"article_id" : 2,

"title" : "This is a Title2",

"content" : "This is a Content2"

}'

===> {"_index":"blog","_type":"article","_id":"2","_version":1,"_shards":{"total":2,"successful":2,"failed":0},"created":true}


* document추가2
curl -XPOST 'http://gsda1:9200/blog/article/1' -d '{
"article_id" : 1,
"title" : "This is a Title1",
"content" : "This is a Content1"
}'
===> {"_index":"blog","_type":"article","_id":"1","_version":1,"_shards":{"total":2,"successful":2,"failed":0},"created":true}

curl -XPOST 'http://gsda1:9200/blog/article/2' -d '{

"article_id" : 2,

"title" : "This is a Title2",

"content" : "This is a Content2"

}'

===> {"_index":"blog","_type":"article","_id":"2","_version":1,"created":true}


 . document 가져오기(id를 지정하여 가져오기)

curl -XGET 'http://gsda1:9200/blog/article/1'

====>

{"_index":"blog","_type":"article","_id":"1","_version":1,"found":true,"_source":{

"article_id" : 1,

"title" : "This is a Title1",

"content" : "This is a Content1"


 . Index, Type Mapping 정보확인

 curl -XGET 'http://gsda1:9200/blog/_mapping?pretty=true'

==>

{

  "blog" : {

    "mappings" : {

      "article" : {

        "properties" : {

          "article_id" : {

            "type" : "long"

          },

          "content" : {

            "type" : "string"

          },

          "title" : {

            "type" : "string"

          }

        }

      }

    }

  }

}

  


*참고: http://gsda1:9200/_cluster/health?pretty=true하면 number_of_nodes와 number_of_data_nodes의 값이 0인 경우가 있는데
이때는 elasticsearch.yml에 
discovery.zen.ping.multicast.enabled: false

discovery.zen.ping.unicast.hosts: ["gsda1:9300", "gsda1:9301", "gsda1:9302"]    #(master서버의 위치를 지정한다)

를 지정하여 명시적으로 master위치를 알려주어야 한다(모든 서버에 반영해야함)


------------------------------discovery.zen.ping.unicast.hosts로 하고 

서버를 모두 기동했는데 했어도 number_of_nodes와 number_of_data_nodes값이 0인 경우의 메세지 내용-------------------------

{
  "cluster_name" : "iot",
  "status" : "green",
  "timed_out" : false,
  "number_of_nodes" : 0,
  "number_of_data_nodes" : 0,
  "active_primary_shards" : 0,
  "active_shards" : 0,
  "relocating_shards" : 0,
  "initializing_shards" : 0,
  "unassigned_shards" : 0,
  "delayed_unassigned_shards" : 0,
  "number_of_pending_tasks" : 0,
  "number_of_in_flight_fetch" : 0,
  "task_max_waiting_in_queue_millis" : 0,
  "active_shards_percent_as_number" : 100.0
}
번호 제목 글쓴이 날짜 조회 수
241 Cannot create /var/run/oozie/oozie.pid: Directory nonexistent오류 총관리자 2014.06.03 479
240 DataSetCreator실행시 "Illegal character in fragment at index"오류가 나는 경우 조치방안 총관리자 2016.06.17 480
239 시스템날짜를 현재 정보로 동기화 하는 방법(rdate, ntpdate이용) 총관리자 2014.08.24 481
238 Incompatible clusterIDs오류 원인및 해결방법 총관리자 2016.04.01 491
237 [dovecot]dovecot restart할때 root@gsda4:/usr/lib/dovecot# service dovecot restart 오류 발생시 조치사항 총관리자 2017.06.12 492
236 원격지에서 zio공유기를 통해서 노트북의 mysql접속을 허용하는 방법 총관리자 2014.09.07 495
235 hive기동시 Caused by: java.net.URISyntaxException: Relative path in absolute URI: ${system:java.io.tmpdir%7D/$%7Bsystem:user.name%7D 오류 발생시 조치사항 총관리자 2016.09.25 496
234 compile할때와 exclude할때 대상을 표현하는 명칭이 다르므로 주의할것 총관리자 2016.08.10 503
233 CDH에서 Sentry 개념및 설정 file 총관리자 2018.06.21 504
232 데이타 제공 사이트 링크 총관리자 2014.08.03 508
231 동시에 많은 요청이 endpoint로 몰려서java.net.NoRouteToHostException가 발생하는 경우의 처리방법 총관리자 2016.10.17 509
230 anaconda3 (v5.2) 설치및 머신러닝 관련 라이브러리 설치 절차 총관리자 2018.07.27 513
229 spark-submit 실행시 "java.lang.OutOfMemoryError: Java heap space"발생시 조치사항 총관리자 2018.02.01 517
228 Ubuntu 16.04 LTS에 4대에 Hadoop 2.8.0설치 총관리자 2017.05.01 521
227 Kafka Offset Monitor로 kafka 상태 모니터링 하기 file 총관리자 2016.11.08 528
226 hadoop의 data디렉토리를 변경하는 방법 총관리자 2014.08.24 536
225 [Kudu]ERROR: Unable to advance iterator for node with id '2' for Kudu table 'impala::core.pm0_abdasubjct': Network error: recv error from unknown peer: Transport endpoint is not connected (error 107) gooper 2023.03.16 536
224 spark client프로그램 기동시 "Error initializing SparkContext"오류 발생할때 조치사항 총관리자 2016.05.27 539
223 spark-shell을 실행하면 "Attempted to request executors before the AM has registered!"라는 오류가 발생하면 총관리자 2018.06.08 545
222 외부 기기(usb, 하드)등 mount(연결)하기 총관리자 2014.08.03 546

A personal place to organize information learned during the development of such Hadoop, Hive, Hbase, Semantic IoT, etc.
We are open to the required minutes. Please send inquiries to gooper@gooper.com.

위로