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. Cassandra 1.2.11 다운로드/설치(cumulusRDF 1.0.1와 호환되며 테스트 된 버젼임)

 http://archive.apache.org/dist/cassandra/


 *참고1 : https://www.gooper.com/ss/index.php?mid=bigdata&category=2803&document_srl=3110 (버젼이 다르지만 언급된 항목에 대한 설정은 같으므로 참고하여 설정해준다)

 *참고2 : CumulusRDF 1.1.0이 Cassandra 1.2.X만 지원하므로 1.2.X를 다운받아 설치해야한다.


2. CumulusRDF 1.0.1 Web Application다운로드및 설치(직접 maven으로 빌드하면.. *.jar, war파일이 만들어지나 잘안됨(?))

  https://github.com/cumulusrdf/cumulusrdf/wiki/Downloads

  에서 March 11th 2014: CumulusRDF v1.0.1 war파일을 다운로드 받아서 WAS에 deploy한다.

  (예, tomcat의 경우 webapps폴더 밑에 두면 파일명을 context명으로 자동설치된다)


* 참고1 : https://github.com/cumulusrdf/cumulusrdf/wiki
* 참고2 : http://xxx.xxx.xxx.43:8080/cumulusrdf-1.0.1/info에 접근하면 web페이지에서 query및 bulkupload를 할 수있다. 

3. CumulusRDF 1.0.1 CLI 툴 다운로드및 설치

  https://github.com/cumulusrdf/cumulusrdf/wiki/Downloads

  에서 March 11th 2014: CumulusRDF v1.0.1 CLI jar를 다운로드 받아서 적절한 위치에 복사한다.

 * 참고1 : https://github.com/cumulusrdf/cumulusrdf/wiki/CLI)

 * 참고2 : dump, load, query, remove를 실행할 수 있는 jar파일임


 

4. 첨부된 1.0.0버젼의 CLI jar파일은 load할때 아래와 같이 사용한다.(이것은 thread개수를 지정할 수 있는데.. CumulusRDF 1.0.1 CLI등은 사용법이르며 일부기능이 지원되지 않음)

java -cp ./cumulusrdf-1.0.0-jar-with-dependencies.jar edu.kit.aifb.cumulus.cli.Main Load -i ./icbms_2016-04-15_15-10-16.nq -b 10000 -t 8

배치 10000, 쓰레드 8개로 nq파일을 업로드함

: 첨부파일을 이용할것


----------------------------첨부된 jar파일 사용시 가능한 옵션(Load, Dump, Query, Remove별로 다름)----------------------

-bash-4.1# java -cp ./cumulusrdf-1.0.0-jar-with-dependencies.jar edu.kit.aifb.cumulus.cli.Main Load -help

***ERROR: class org.apache.commons.cli.UnrecognizedOptionException: Unrecognized option: -help

usage: parameters:

 -b <arg>   batch size - number of triples (default: 100)

 -f <arg>   format ('nt', 'nq' or 'xml') (default: 'nt')

 -h         print help

 -i <arg>   name of file to read, - for stdin (but then need to specify -x

            option)

 -k <arg>   Cassandra keyspace (default KeyspaceCumulus)

 -n <arg>   Cassandra hosts as comma-separated list

            ('host1:port1,host2:port2,...') (default localhost:9160)

 -r <arg>   replication factor  (default: 1)

 -s <arg>   storage layout to use (triple|quad) (needs to match webapp

            configuration)

 -t <arg>   number of loading threads (defaults to min(1,|hosts|/1.5))

time elapsed 6 ms

-bash-4.1# java -cp ./cumulusrdf-1.0.0-jar-with-dependencies.jar edu.kit.aifb.cumulus.cli.Main Dump -help

***ERROR: class org.apache.commons.cli.UnrecognizedOptionException: Unrecognized option: -help

usage: parameters:

 -h         print help

 -k <arg>   Cassandra keyspace (default KeyspaceCumulus)

 -n <arg>   Cassandra hosts as comma-separated list

            ('host1:port1,host2:port2,...') (default localhost:9160)

 -o <arg>   name of output file

time elapsed 6 ms

-bash-4.1# java -cp ./cumulusrdf-1.0.0-jar-with-dependencies.jar edu.kit.aifb.cumulus.cli.Main Query -help

***ERROR: class org.apache.commons.cli.UnrecognizedOptionException: Unrecognized option: -help

usage: parameters:

 -h         print help

 -k <arg>   Cassandra keyspace (default KeyspaceCumulus)

 -n <arg>   Cassandra hosts as comma-separated list

            ('host1:port1,host2:port2,...') (default localhost:9160)

 -q <arg>   sparql query string

 -s <arg>   storage layout to use (triple|quad) (needs to match webapp

            configuration)

time elapsed 10 ms

-bash-4.1# java -cp ./cumulusrdf-1.0.0-jar-with-dependencies.jar edu.kit.aifb.cumulus.cli.Main Remove -help

***ERROR: class org.apache.commons.cli.UnrecognizedOptionException: Unrecognized option: -help

usage: parameters:

 -h         print help

 -k <arg>   Cassandra keyspace (default KeyspaceCumulus)

 -n <arg>   Cassandra hosts as comma-separated list

            ('host1:port1,host2:port2,...') (default localhost:9160)

 -q <arg>   sparql construct query string. all its bindings will be

            removed.

 -s <arg>   storage layout to use (triple|quad) (needs to match webapp

            configuration)

time elapsed 11 ms

--------------------------------cql.sh--------------

가. keyspace확인하기 
 cqlsh> select * from system.schema_keyspaces;
===>
 keyspace_name   | durable_writes | strategy_class                              | strategy_options
-----------------+----------------+---------------------------------------------+----------------------------
 KeyspaceCumulus |           True | org.apache.cassandra.locator.SimpleStrategy | {"replication_factor":"1"}
          system |           True |  org.apache.cassandra.locator.LocalStrategy |                         {}
   system_traces |           True | org.apache.cassandra.locator.SimpleStrategy | {"replication_factor":"2"}
---------------

* keyspace목록 보기 : cqlsh>describe keyspaces;
* columnfamilies목록 보기 : describe columnfamilies;
* keyspace정보 보기 : describe keyspace "KeyspaceCumulus";

나. 사용할 keyspace지정하기
use "KeyspaceCumulus";


다. 테이블 목록 조회

describe tables;


*테이블 내용조회

select * from "DICT_P" limit 10;


라. KeyspaceCumulus가 사용하는 테이블 목록
TRUNCATE "DICT_P";
TRUNCATE "OSPC";
TRUNCATE "PREFIX_TO_NS";
TRUNCATE "SPOC";        
TRUNCATE "DICT_P_REVERSE";
TRUNCATE "POSC";          
TRUNCATE "SCHEMA_CLASSES";
TRUNCATE "SPO_RN_DT";     
TRUNCATE "DICT_SO";  
TRUNCATE "POS_RN_DT";
TRUNCATE "SCHEMA_D_PROPS";
TRUNCATE "SPO_RN_NUM";    
TRUNCATE "DICT_SO_REVERSE";
TRUNCATE "POS_RN_NUM";     
TRUNCATE "SCHEMA_O_PROPS";
TRUNCATE "counter";       

-----------------------------------KeyspaceCumulus정보---------------------
cqlsh> describe keyspace "KeyspaceCumulus";
CREATE KEYSPACE "KeyspaceCumulus" WITH replication = {
  'class': 'SimpleStrategy',
  'replication_factor': '1'
};
USE "KeyspaceCumulus";
CREATE TABLE "DICT_P" (
  key blob,
  column1 blob,
  value blob,
  PRIMARY KEY (key, column1)
) WITH COMPACT STORAGE AND
  bloom_filter_fp_chance=0.100000 AND
  caching='KEYS_ONLY' AND
  comment='' AND
  dclocal_read_repair_chance=0.000000 AND
  gc_grace_seconds=864000 AND
  read_repair_chance=1.000000 AND
  replicate_on_write='true' AND
  populate_io_cache_on_flush='false' AND
  compaction={'class': 'LeveledCompactionStrategy'} AND
  compression={'sstable_compression': 'SnappyCompressor'};
CREATE TABLE "DICT_P_REVERSE" (
  key blob,
  column1 blob,
  value blob,
  PRIMARY KEY (key, column1)
) WITH COMPACT STORAGE AND
  bloom_filter_fp_chance=0.100000 AND
  caching='KEYS_ONLY' AND
  comment='' AND
  dclocal_read_repair_chance=0.000000 AND
  gc_grace_seconds=864000 AND
  read_repair_chance=1.000000 AND
  replicate_on_write='true' AND
  populate_io_cache_on_flush='false' AND
  compaction={'class': 'LeveledCompactionStrategy'} AND
  compression={'sstable_compression': 'SnappyCompressor'};
CREATE TABLE "DICT_SO" (
  key blob,
  column1 blob,
  value blob,
  PRIMARY KEY (key, column1)
) WITH COMPACT STORAGE AND
  bloom_filter_fp_chance=0.100000 AND
  caching='KEYS_ONLY' AND
  comment='' AND
  dclocal_read_repair_chance=0.000000 AND
  gc_grace_seconds=864000 AND
  read_repair_chance=1.000000 AND
  replicate_on_write='true' AND
  populate_io_cache_on_flush='false' AND
  compaction={'class': 'LeveledCompactionStrategy'} AND
  compression={'sstable_compression': 'SnappyCompressor'};
CREATE TABLE "DICT_SO_REVERSE" (
  key blob,
  column1 blob,
  value blob,
  PRIMARY KEY (key, column1)
) WITH COMPACT STORAGE AND
  bloom_filter_fp_chance=0.100000 AND
  caching='KEYS_ONLY' AND
  comment='' AND
  dclocal_read_repair_chance=0.000000 AND
  gc_grace_seconds=864000 AND
  read_repair_chance=1.000000 AND
  replicate_on_write='true' AND
  populate_io_cache_on_flush='false' AND
  compaction={'class': 'LeveledCompactionStrategy'} AND
  compression={'sstable_compression': 'SnappyCompressor'};
CREATE TABLE "OSPC" (
  key blob,
  column1 blob,
  column2 blob,
  column3 blob,
  value blob,
  PRIMARY KEY (key, column1, column2, column3)
) WITH COMPACT STORAGE AND
  bloom_filter_fp_chance=0.100000 AND
  caching='KEYS_ONLY' AND
  comment='' AND
  dclocal_read_repair_chance=0.000000 AND
  gc_grace_seconds=864000 AND
  read_repair_chance=1.000000 AND
  replicate_on_write='true' AND
  populate_io_cache_on_flush='false' AND
  compaction={'class': 'LeveledCompactionStrategy'} AND
  compression={'sstable_compression': 'SnappyCompressor'};
CREATE TABLE "POSC" (
  key blob,
  column1 blob,
  column2 blob,
  column3 blob,
  "03" blob,
  PRIMARY KEY (key, column1, column2, column3)
) WITH COMPACT STORAGE AND
  bloom_filter_fp_chance=0.100000 AND
  caching='KEYS_ONLY' AND
  comment='' AND
  dclocal_read_repair_chance=0.000000 AND
  gc_grace_seconds=864000 AND
  read_repair_chance=1.000000 AND
  replicate_on_write='true' AND
  populate_io_cache_on_flush='false' AND
  compaction={'class': 'LeveledCompactionStrategy'} AND
  compression={'sstable_compression': 'SnappyCompressor'};
CREATE INDEX index_924575 ON "POSC" ("03");
CREATE TABLE "POS_RN_DT" (
  key blob,
  column1 bigint,
  column2 blob,
  value blob,
  PRIMARY KEY (key, column1, column2)
) WITH COMPACT STORAGE AND
  bloom_filter_fp_chance=0.100000 AND
  caching='KEYS_ONLY' AND
  comment='' AND
  dclocal_read_repair_chance=0.000000 AND
  gc_grace_seconds=864000 AND
  read_repair_chance=1.000000 AND
  replicate_on_write='true' AND
  populate_io_cache_on_flush='false' AND
  compaction={'class': 'LeveledCompactionStrategy'} AND
  compression={'sstable_compression': 'SnappyCompressor'};
CREATE TABLE "POS_RN_NUM" (
  key blob,
  column1 double,
  column2 blob,
  value blob,
  PRIMARY KEY (key, column1, column2)
) WITH COMPACT STORAGE AND
  bloom_filter_fp_chance=0.100000 AND
  caching='KEYS_ONLY' AND
  comment='' AND
  dclocal_read_repair_chance=0.000000 AND
  gc_grace_seconds=864000 AND
  read_repair_chance=1.000000 AND
  replicate_on_write='true' AND
  populate_io_cache_on_flush='false' AND
  compaction={'class': 'LeveledCompactionStrategy'} AND
  compression={'sstable_compression': 'SnappyCompressor'};
CREATE TABLE "PREFIX_TO_NS" (
  key blob,
  column1 blob,
  value blob,
  PRIMARY KEY (key, column1)
) WITH COMPACT STORAGE AND
  bloom_filter_fp_chance=0.100000 AND
  caching='KEYS_ONLY' AND
  comment='' AND
  dclocal_read_repair_chance=0.000000 AND
  gc_grace_seconds=864000 AND
  read_repair_chance=1.000000 AND
  replicate_on_write='true' AND
  populate_io_cache_on_flush='false' AND
  compaction={'class': 'LeveledCompactionStrategy'} AND
  compression={'sstable_compression': 'SnappyCompressor'};
CREATE TABLE "SCHEMA_CLASSES" (
  key blob,
  column1 blob,
  value blob,
  PRIMARY KEY (key, column1)
) WITH COMPACT STORAGE AND
  bloom_filter_fp_chance=0.100000 AND
  caching='KEYS_ONLY' AND
  comment='' AND
  dclocal_read_repair_chance=0.000000 AND
  gc_grace_seconds=864000 AND
  read_repair_chance=1.000000 AND
  replicate_on_write='true' AND
  populate_io_cache_on_flush='false' AND
  compaction={'class': 'LeveledCompactionStrategy'} AND
  compression={'sstable_compression': 'SnappyCompressor'};
CREATE TABLE "SCHEMA_D_PROPS" (
  key blob,
  column1 blob,
  value blob,
  PRIMARY KEY (key, column1)
) WITH COMPACT STORAGE AND
  bloom_filter_fp_chance=0.100000 AND
  caching='KEYS_ONLY' AND
  comment='' AND
  dclocal_read_repair_chance=0.000000 AND
  gc_grace_seconds=864000 AND
  read_repair_chance=1.000000 AND
  replicate_on_write='true' AND
  populate_io_cache_on_flush='false' AND
  compaction={'class': 'LeveledCompactionStrategy'} AND
  compression={'sstable_compression': 'SnappyCompressor'};
CREATE TABLE "SCHEMA_O_PROPS" (
  key blob,
  column1 blob,
  value blob,
  PRIMARY KEY (key, column1)
) WITH COMPACT STORAGE AND
  bloom_filter_fp_chance=0.100000 AND
  caching='KEYS_ONLY' AND
  comment='' AND
  dclocal_read_repair_chance=0.000000 AND
  gc_grace_seconds=864000 AND
  read_repair_chance=1.000000 AND
  replicate_on_write='true' AND
  populate_io_cache_on_flush='false' AND
  compaction={'class': 'LeveledCompactionStrategy'} AND
  compression={'sstable_compression': 'SnappyCompressor'};
CREATE TABLE "SPOC" (
  key blob,
  column1 blob,
  column2 blob,
  column3 blob,
  value blob,
  PRIMARY KEY (key, column1, column2, column3)
) WITH COMPACT STORAGE AND
  bloom_filter_fp_chance=0.100000 AND
  caching='KEYS_ONLY' AND
  comment='' AND
  dclocal_read_repair_chance=0.000000 AND
  gc_grace_seconds=864000 AND
  read_repair_chance=1.000000 AND
  replicate_on_write='true' AND
  populate_io_cache_on_flush='false' AND
  compaction={'class': 'LeveledCompactionStrategy'} AND
  compression={'sstable_compression': 'SnappyCompressor'};
CREATE TABLE "SPO_RN_DT" (
  key blob,
  column1 bigint,
  value blob,
  PRIMARY KEY (key, column1)
) WITH COMPACT STORAGE AND
  bloom_filter_fp_chance=0.100000 AND
  caching='KEYS_ONLY' AND
  comment='' AND
  dclocal_read_repair_chance=0.000000 AND
  gc_grace_seconds=864000 AND
  read_repair_chance=1.000000 AND
  replicate_on_write='true' AND
  populate_io_cache_on_flush='false' AND
  compaction={'class': 'LeveledCompactionStrategy'} AND
  compression={'sstable_compression': 'SnappyCompressor'};
CREATE TABLE "SPO_RN_NUM" (
  key blob,
  column1 double,
  value blob,
  PRIMARY KEY (key, column1)
) WITH COMPACT STORAGE AND
  bloom_filter_fp_chance=0.100000 AND
  caching='KEYS_ONLY' AND
  comment='' AND
  dclocal_read_repair_chance=0.000000 AND
  gc_grace_seconds=0 AND
  read_repair_chance=0.000000 AND
  replicate_on_write='false' AND
  populate_io_cache_on_flush='false' AND
  compaction={'class': 'LeveledCompactionStrategy'} AND
  compression={'sstable_compression': 'SnappyCompressor'};
CREATE TABLE counter (
  key text,
  column1 text,
  value counter,
  PRIMARY KEY (key, column1)
) WITH COMPACT STORAGE AND
  bloom_filter_fp_chance=0.100000 AND
  caching='KEYS_ONLY' AND
  comment='' AND
  dclocal_read_repair_chance=0.000000 AND
  gc_grace_seconds=864000 AND
  read_repair_chance=1.000000 AND
  replicate_on_write='true' AND
  populate_io_cache_on_flush='false' AND
  compaction={'class': 'LeveledCompactionStrategy'} AND
  compression={'sstable_compression': 'SnappyCompressor'};
번호 제목 글쓴이 날짜 조회 수
201 dr.who로 공격들어오는 경우 조치방법 file 총관리자 2018.06.09 5603
200 cloudera에서 spark-shell를 실행했을때 default master는 spark.master=yarn-client임 총관리자 2018.06.20 181
199 CDH에서 Sentry 개념및 설정 file 총관리자 2018.06.21 504
198 하둡기반 데이타 모델링(6편) 총관리자 2018.06.27 197
197 resouce manager에 dr.who가 아닌 다른 사용자로 로그인 하기 총관리자 2018.06.28 1207
196 upsert구현방법(년-월-일 파티션을 기준으로) 및 테스트 script file 총관리자 2018.07.03 1220
195 sentry설정후 beeline으로 hive2server에 접속하여 admin계정에 admin권한 부여하기 총관리자 2018.07.03 336
194 spark 2.3.0을 설치하가 위해서 parcel에 다음 url을 입력한다. 총관리자 2018.07.15 198
193 [postgresql 9.x] PostgreSQL Replication 구축하기 총관리자 2018.07.17 226
192 HiveServer2인증을 PAM을 이용하도록 설정하는 방법 총관리자 2018.07.21 254
191 anaconda3(v5.4)를 이용하여 tensorflow설치후 ipython프로그램을 실행하여 import할때 오류발생시 조치 총관리자 2018.07.27 188
190 anaconda3 (v5.2) 설치및 머신러닝 관련 라이브러리 설치 절차 총관리자 2018.07.27 513
189 conda를 이용한 jupyterhub(v0.9)및 jupyter설치 (v4.4.0) 총관리자 2018.07.30 421
188 RHEL 7.4에 zeppelin 0.7.4 설치 총관리자 2018.07.31 196
187 Last transaction was partial에 따른 Unable to load database on disk오류 발생시 조치사항 총관리자 2018.08.03 3973
186 sqoop으로 mariadb에 접근해서 hive 테이블로 자동으로 생성하기 총관리자 2018.08.03 673
185 컬럼및 라인의 구분자를 지정하여 sqoop으로 데이타를 가져오고 hive테이블을 생성하는 명령문 총관리자 2018.08.03 419
184 sentry설정 방법및 활성화시 설정이 필요한 파일및 설정값, 계정생성 방법 총관리자 2018.08.16 779
183 postgresql-9.4에서 FATAL: remaining connection slots are reserved for non-replication superuser connections가 나올때 조치 총관리자 2018.08.16 943
182 oracle to hive data type정리표 총관리자 2018.08.22 764

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