GoldenGate實時投遞資料到大資料平臺(7)– Apache Hbase

margiex發表於2018-03-06

Apache Hbase安裝及執行

安裝hbase1.4,確保在這之前hadoop是正常執行的。設定相應的環境變數,
export HADOOP_HOME=/u01/hadoop
export HBASE_HOME=/u01/hbase
export PATH=$PATH:$HADOOP_HOME/bin:$HBASE_HOME/bin

啟動hbase
./start-hbase.sh

確保hadoop, hbase能正常啟動,如有問題,可自行搜尋文件解決。
[oracle@ol66 bin]$ jps
11685 NodeManager
11157 SecondaryNameNode
10844 NameNode
11405 ResourceManager
13135 HMaster
13455 Jps
10959 DataNode

確保hbase在hadoop上正常執行
[oracle@ol66 u01]$ hdfs dfs -ls /
Found 3 items
drwxr-xr-x   - oracle supergroup          0 2018-02-28 00:52 /hbase
drwxr-xr-x   - oracle supergroup          0 2018-02-27 23:14 /ogg
drwxr-xr-x   - oracle supergroup          0 2018-02-28 00:33 /tmp

[oracle@ol66 bin]$ ./hbase shell
HBase Shell
Use "help" to get list of supported commands.
Use "exit" to quit this interactive shell.
Version 1.4.0, r10b9b9fae6b557157644fb9a0dc641bb8cb26e39, Fri Dec  8 16:09:13 PST 2017

hbase(main):001:0> list
TABLE                                                                                                                                                                 
0 row(s) in 0.3800 seconds

=> []
hbase(main):002:0>

可以看到,系統中還沒有任何表。

OGG安裝及測試

配置OGG for bigdata的環境變數
export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:$JAVA_HOME/jre/lib/amd64/server

安裝ogg for bigdata 12.3版本軟體
進入ggsci
ggsci>create subdirs

退回到作業系統命令列,在OGG安裝目錄下執行如下命令,拷貝hbase示例投遞引數後進行修改
cp AdapterExamples/big-data/hbase/* dirprm/
在dirprm目錄下,編輯hbase.props檔案。
根據安裝的hbase的路徑,修改gg.classpath中 hbase lib的路徑;儲存退出。
hbase.props的完整內容如下:

gg.handlerlist=hbase

gg.handler.hbase.type=hbase
gg.handler.hbase.hBaseColumnFamilyName=cf
gg.handler.hbase.keyValueDelimiter=CDATA[=]
gg.handler.hbase.keyValuePairDelimiter=CDATA[,]
gg.handler.hbase.encoding=UTF-8
gg.handler.hbase.pkUpdateHandling=abend
gg.handler.hbase.nullValueRepresentation=CDATA[NULL]
gg.handler.hbase.authType=none
gg.handler.hbase.includeTokens=false

gg.handler.hbase.mode=tx

goldengate.userexit.timestamp=utc
goldengate.userexit.writers=javawriter
javawriter.stats.display=TRUE
javawriter.stats.full=TRUE

gg.log=log4j
gg.log.level=INFO
gg.report.time=30sec

gg.classpath=/u01/hbase/lib/*:/u01/hbase/conf/:

javawriter.bootoptions=-Xmx512m -Xms32m -Djava.class.path=ggjava/ggjava.jar

重新進入GGSCI,使用示例引數和示例佇列建立投遞程式。
GGSCI>add replicat rhbase, exttrail AdapterExamples/trail/tr
rhbase.prm的內容如下:

REPLICAT rhbase
-- Trail file for this example is located in "AdapterExamples/trail" directory
-- Command to add REPLICAT
-- add replicat rhbase, exttrail AdapterExamples/trail/tr
TARGETDB LIBFILE libggjava.so SET property=dirprm/hbase.props
REPORTCOUNT EVERY 1 MINUTES, RATE
GROUPTRANSOPS 10000
MAP QASOURCE.*, TARGET QASOURCE.*;


測試

啟動投遞程式
GGSCI (ol66) 19> start rhbase

Sending START request to MANAGER ...
REPLICAT RHBASE starting


GGSCI (ol66) 20> info rhbase

REPLICAT   RHBASE    Initialized   2018-02-28 00:53   Status STARTING
Checkpoint Lag       00:00:00 (updated 00:02:16 ago)
Process ID           15424
Log Read Checkpoint  File AdapterExamples/trail/tr000000000
                      First Record  RBA 0

GGSCI (ol66) 22> info rhbase

REPLICAT   RHBASE    Last Started 2018-02-28 00:55   Status RUNNING
Checkpoint Lag       00:00:00 (updated 00:02:20 ago)
Process ID           15424
Log Read Checkpoint  File /u01/ogg4bd/AdapterExamples/trail/tr000000000
                      First Record  RBA 0

GGSCI (ol66) 27> info rhbase

REPLICAT   RHBASE    Last Started 2018-02-28 00:55   Status RUNNING
Checkpoint Lag       00:00:00 (updated 00:00:01 ago)
Process ID           15424
Log Read Checkpoint  File /u01/ogg4bd/AdapterExamples/trail/tr000000000
                      2015-11-06 02:45:39.000000  RBA 5660

投遞完成,在OGG中檢查投遞結果

GGSCI (ol66) 28> stats rhbase, total

Sending STATS request to REPLICAT RHBASE ...

Start of Statistics at 2018-02-28 00:56:23.

Replicating from QASOURCE.TCUSTMER to QASOURCE.TCUSTMER:

*** Total statistics since 2018-02-28 00:55:43 ***
         Total inserts                                      5.00
         Total updates                                      1.00
         Total deletes                                      0.00
         Total discards                                     0.00
         Total operations                                   6.00

Replicating from QASOURCE.TCUSTORD to QASOURCE.TCUSTORD:

*** Total statistics since 2018-02-28 00:55:43 ***
         Total inserts                                      5.00
         Total updates                                      3.00
         Total deletes                                      2.00
         Total discards                                     0.00
         Total operations                                  10.00

End of Statistics.


在hbase上檢視,已經比剛開始多了2張表

hbase(main):002:0> list
TABLE                                                                                                                                                                 
QASOURCE:TCUSTMER                                                                                                                                                     
QASOURCE:TCUSTORD                                                                                                                                                     
2 row(s) in 0.0190 seconds

=> ["QASOURCE:TCUSTMER", "QASOURCE:TCUSTORD"]


檢視資料
hbase(main):005:0> scan 'QASOURCE:TCUSTMER'
ROW                                        COLUMN+CELL                                                                                                                
  ANN                                       column=cf:CITY, timestamp=1519750550592, value=NEW YORK                                                                    
  ANN                                       column=cf:CUST_CODE, timestamp=1519750550592, value=ANN                                                                    
  ANN                                       column=cf:NAME, timestamp=1519750550592, value=ANN'S BOATS                                                                 
  ANN                                       column=cf:STATE, timestamp=1519750550592, value=NY                                                                         
  BILL                                      column=cf:CITY, timestamp=1519750550592, value=DENVER                                                                      
  BILL                                      column=cf:CUST_CODE, timestamp=1519750550592, value=BILL                                                                   
  BILL                                      column=cf:NAME, timestamp=1519750550592, value=BILL'S USED CARS                                                            
  BILL                                      column=cf:STATE, timestamp=1519750550592, value=CO                                                                         
  DAVE                                      column=cf:CITY, timestamp=1519750550592, value=TALLAHASSEE                                                                 
  DAVE                                      column=cf:CUST_CODE, timestamp=1519750550592, value=DAVE                                                                   
  DAVE                                      column=cf:NAME, timestamp=1519750550592, value=DAVE'S PLANES INC.                                                          
  DAVE                                      column=cf:STATE, timestamp=1519750550592, value=FL                                                                         
  JANE                                      column=cf:CITY, timestamp=1519750550421, value=DENVER                                                                      
  JANE                                      column=cf:CUST_CODE, timestamp=1519750550421, value=JANE                                                                   
  JANE                                      column=cf:NAME, timestamp=1519750550421, value=ROCKY FLYER INC.                                                            
  JANE                                      column=cf:STATE, timestamp=1519750550421, value=CO                                                                         
  WILL                                      column=cf:CITY, timestamp=1519750550421, value=SEATTLE                                                                     
  WILL                                      column=cf:CUST_CODE, timestamp=1519750550421, value=WILL                                                                   
  WILL                                      column=cf:NAME, timestamp=1519750550421, value=BG SOFTWARE CO.                                                             
  WILL                                      column=cf:STATE, timestamp=1519750550421, value=WA                                                                         
5 row(s) in 0.3150 seconds

hbase(main):001:0> scan 'QASOURCE:TCUSTORD'
ROW                                        COLUMN+CELL                                                                                                                
  BILL|1995-12-31 15:00:00|CAR|765          column=cf:CUST_CODE, timestamp=1519750550614, value=BILL                                                                   
  BILL|1995-12-31 15:00:00|CAR|765          column=cf:ORDER_DATE, timestamp=1519750550614, value=1995-12-31 15:00:00                                                   
  BILL|1995-12-31 15:00:00|CAR|765          column=cf:ORDER_ID, timestamp=1519750550614, value=765                                                                     
  BILL|1995-12-31 15:00:00|CAR|765          column=cf:PRODUCT_AMOUNT, timestamp=1519750550614, value=3                                                                 
  BILL|1995-12-31 15:00:00|CAR|765          column=cf:PRODUCT_CODE, timestamp=1519750550614, value=CAR                                                                 
  BILL|1995-12-31 15:00:00|CAR|765          column=cf:PRODUCT_PRICE, timestamp=1519750550614, value=14000.00                                                           
  BILL|1995-12-31 15:00:00|CAR|765          column=cf:TRANSACTION_ID, timestamp=1519750550614, value=100                                                               
  BILL|1996-01-01 00:00:00|TRUCK|333        column=cf:CUST_CODE, timestamp=1519750550614, value=BILL                                                                   
  BILL|1996-01-01 00:00:00|TRUCK|333        column=cf:ORDER_DATE, timestamp=1519750550614, value=1996-01-01 00:00:00                                                   
  BILL|1996-01-01 00:00:00|TRUCK|333        column=cf:ORDER_ID, timestamp=1519750550614, value=333                                                                     
  BILL|1996-01-01 00:00:00|TRUCK|333        column=cf:PRODUCT_AMOUNT, timestamp=1519750550614, value=15                                                                
  BILL|1996-01-01 00:00:00|TRUCK|333        column=cf:PRODUCT_CODE, timestamp=1519750550614, value=TRUCK                                                               
  BILL|1996-01-01 00:00:00|TRUCK|333        column=cf:PRODUCT_PRICE, timestamp=1519750550614, value=25000.00                                                           
  BILL|1996-01-01 00:00:00|TRUCK|333        column=cf:TRANSACTION_ID, timestamp=1519750550614, value=100                                                               
  WILL|1994-09-30 15:33:00|CAR|144          column=cf:CUST_CODE, timestamp=1519750550614, value=WILL                                                                   
  WILL|1994-09-30 15:33:00|CAR|144          column=cf:ORDER_DATE, timestamp=1519750550614, value=1994-09-30 15:33:00                                                   
  WILL|1994-09-30 15:33:00|CAR|144          column=cf:ORDER_ID, timestamp=1519750550614, value=144                                                                     
  WILL|1994-09-30 15:33:00|CAR|144          column=cf:PRODUCT_AMOUNT, timestamp=1519750550453, value=3                                                                 
  WILL|1994-09-30 15:33:00|CAR|144          column=cf:PRODUCT_CODE, timestamp=1519750550614, value=CAR                                                                 
  WILL|1994-09-30 15:33:00|CAR|144          column=cf:PRODUCT_PRICE, timestamp=1519750550614, value=16520.00                                                           
  WILL|1994-09-30 15:33:00|CAR|144          column=cf:TRANSACTION_ID, timestamp=1519750550453, value=100                                                               
3 row(s) in 0.6770 seconds

可以看到,OGG配置投遞到Hbase非常簡單,可以根據DB中表的主鍵欄位建立key,如果沒有PK欄位,則投遞時會報錯。以下是當前OGG版本支援的Hbase版本

image

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