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Linux/Mac下tpch工具生成数据集

Linux/Mac下tpch工具生成数据集

作者: 匪_3f3e | 来源:发表于2018-10-28 19:13 被阅读0次

    tpch的作用是生成一个用于企业测试的数据集,数据集的大小是可以自定义的,数据集包含8个表的信息,其中还包含一些外键关联。具体的说明可以看官方文档。
    下载页面地址:http://www.tpc.org/tpc_documents_current_versions/current_specifications.asp
    最新版本的下载地址:http://www.tpc.org/TPC_Documents_Current_Versions/download_programs/tools-download-request.asp?bm_type=TPC-H&bm_vers=2.17.3&mode=CURRENT-ONLY
    官方文档地址:http://www.tpc.org/TPC_Documents_Current_Versions/pdf/tpc-h_v2.17.3.pdf

    下载后解压tpch下的dbgen文件夹,这就是用来生成数据集的工具包。
    进入文件夹中打开makefile.suite文件,修改如下代码:

    CC      = GCC
    # Current values for DATABASE are: INFORMIX, DB2, TDAT (Teradata)
    #                                  SQLSERVER, SYBASE, ORACLE
    # Current values for MACHINE are:  ATT, DOS, HP, IBM, ICL, MVS, 
    #                                  SGI, SUN, U2200, VMS, LINUX, WIN32 
    # Current values for WORKLOAD are:  TPCH
    DATABASE= SQLSERVER
    MACHINE = LINUX
    WORKLOAD = TPCH
    
    

    在dbgen文件夹下打开命令行,
    1)输入make进行编译
    2)输入./dbgen -s 1 -f 生成tbl文件 (1G数据,数据集大小可以指定)

    make
    ./dbgen -s 1 -f
    

    生成数据集后就可以导出到mysql(RDBMS)或者HDFS(HIVE)上,针对自己的业务需求进行处理了,相关的方法网上有很多介绍,就不再赘述了。

    下面提供一个将数据导入hive的方案,仅供参考

    hadoop fs -mkdir /tpch/customer
    hadoop fs -mkdir /tpch/lineitem
    hadoop fs -mkdir /tpch/supplier
    hadoop fs -mkdir /tpch/region
    hadoop fs -mkdir /tpch/partsupp
    hadoop fs -mkdir /tpch/part
    hadoop fs -mkdir /tpch/orders
    hadoop fs -mkdir /tpch/nation
    
    hadoop fs -put /Users/david/search/tpch_2_14_3/dbgen/customer.tbl  /tpch/customer
    hadoop fs -put /Users/david/search/tpch_2_14_3/dbgen/lineitem.tbl  /tpch/lineitem
    hadoop fs -put /Users/david/search/tpch_2_14_3/dbgen/supplier.tbl  /tpch/supplier
    hadoop fs -put /Users/david/search/tpch_2_14_3/dbgen/region.tbl  /tpch/region
    hadoop fs -put /Users/david/search/tpch_2_14_3/dbgen/partsupp.tbl  /tpch/partsupp
    hadoop fs -put /Users/david/search/tpch_2_14_3/dbgen/part.tbl  /tpch/part
    hadoop fs -put /Users/david/search/tpch_2_14_3/dbgen/orders.tbl  /tpch/orders
    hadoop fs -put /Users/david/search/tpch_2_14_3/dbgen/nation.tbl  /tpch/nation
    
    
    # 在hive下进行操作
    Create external table lineitem 
    (L_ORDERKEY INT, L_PARTKEY INT,L_SUPPKEY INT,L_LINENUMBER INT,L_QUANTITY DOUBLE,L_EXTENDEDPRICE DOUBLE,L_DISCOUNT DOUBLE,L_TAX DOUBLE,L_RETURNFLAG STRING,L_LINESTATUS STRING,L_SHIPDATE STRING,L_COMMITDATE STRING,L_RECEIPTDATE STRING,L_SHIPINSTRUCT STRING,L_SHIPMODE STRING,L_COMMENT STRING)
     ROW FORMAT DELIMITED FIELDS TERMINATED BY '|' 
     location '/tpch/lineitem';
     
    Create external table nation (N_NATIONKEY INT,N_NAME STRING,N_REGIONKEY INT,N_COMMENT STRING) 
    ROW FORMAT DELIMITED FIELDS TERMINATED BY '|'
    LOCATION '/tpch/nation';
     
    Create external table region (R_REGIONKEY INT,R_NAME STRING,R_COMMENT STRING) 
    ROW FORMAT DELIMITED FIELDS TERMINATED BY '|' 
    LOCATION '/tpch/region';
     
    Create external table part (P_PARTKEY INT , P_NAME STRING , P_MFGR STRING, P_BRAND  STRING, P_TYPE STRING , P_SIZE INT , P_CONTAINER  STRING, P_RETAILPRICE DOUBLE, P_COMMENT STRING)
     ROW FORMAT DELIMITED FIELDS TERMINATED BY '|' 
     LOCATION '/tpch/part';
     
    Create external table supplier (S_SUPPKEY INT , S_NAME STRING ,S_ADDRESS STRING , S_NATIONKEY  INT , S_PHONE  STRING, S_ACCTBAL DOUBLE, S_COMMENT STRING)
     ROW FORMAT DELIMITED FIELDS TERMINATED BY '|' 
     LOCATION '/tpch/supplier';
     
    Create external table partsupp (PS_PARTKEY INT , PS_SUPPKEY INT , PS_AVAILQTY INT , PS_SUPPLYCOST DOUBLE, PS_COMMENT STRING) 
    ROW FORMAT DELIMITED FIELDS TERMINATED BY '|' 
     LOCATION '/tpch/partsupp';
     
    Create external table customer (C_CUSTKEY INT , C_NAME STRING , C_ADDRESS STRING , C_NATIONKEY  INT , C_PHONE  STRING , C_ACCTBAL DOUBLE , C_MKTSEGMENT STRING , C_COMMENT STRING ) 
    ROW FORMAT DELIMITED FIELDS TERMINATED BY '|' 
     LOCATION '/tpch/customer';
     
    Create external table orders (O_ORDERKEY INT , O_CUSTKEY INT ,O_ORDERSTATUS STRING,O_TOTALPRICE DOUBLE, O_ORDERDATE DATE , O_ORDERPRIORITY STRING, O_CLERK  STRING,  O_SHIPPRIORITY  INT ,  O_COMMENT STRING) 
    ROW FORMAT DELIMITED FIELDS TERMINATED BY '|' 
     LOCATION '/tpch/orders';
    
    

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