openGauss的数据处理能力调优实践
前文
众所周知,openGauss是TP处理数据库,擅长交易、转帐、支付的业务场景,因为它是一个单机的数据库,没有分布式处理能力,大部分人认为它的分析处理能力会很弱。其实openGauss在存储引擎支持列式,支持并行查询,支询分区,支持向量化,所以它的查询处理能力也是不弱的。
测试环境
配置条件
CPU | 内存 | 版本 | 数据量 |
---|---|---|---|
i7 | 8G | openGauss6 | 66681536 |
测试SQL
#表结构
CREATE TABLE LINEITEM_C (
L_ORDERKEY INTEGER NOT NULL,
L_PARTKEY INTEGER NOT NULL,
L_SUPPKEY INTEGER NOT NULL,
L_LINENUMBER INTEGER NOT NULL,
L_QUANTITY DECIMAL(15,2) NOT NULL,
L_EXTENDEDPRICE DECIMAL(15,2) NOT NULL,
L_DISCOUNT DECIMAL(15,2) NOT NULL,
L_TAX DECIMAL(15,2) NOT NULL,
L_RETURNFLAG CHAR(1) NOT NULL,
L_LINESTATUS CHAR(1) NOT NULL,
L_SHIPDATE DATE NOT NULL,
L_COMMITDATE DATE NOT NULL,
L_RECEIPTDATE DATE NOT NULL,
L_SHIPINSTRUCT CHAR(25) NOT NULL,
L_SHIPMODE CHAR(10) NOT NULL,
L_COMMENT VARCHAR(44) NOT NULL
) ;
#执行SQL
EXPLAIN ANALYZE
SELECT
L_RETURNFLAG, L_LINESTATUS,
SUM(L_QUANTITY) AS SUM_QTY, SUM(L_EXTENDEDPRICE) AS SUM_BASE_PRICE,
SUM(L_EXTENDEDPRICE * (1 - L_DISCOUNT)) AS SUM_DISC_PRICE, SUM(L_EXTENDEDPRICE * (1 - L_DISCOUNT) * (1 + L_TAX)) AS SUM_CHARGE, AVG(L_QUANTITY) AS AVG_QTY,
AVG(L_EXTENDEDPRICE) AS AVG_PRICE, AVG(L_DISCOUNT) AS AVG_DISC, COUNT(*) AS COUNT_ORDER
FROM LINEITEM_COPY
WHERE
L_SHIPDATE = DATE '1994-01-16'
GROUP BY
L_RETURNFLAG, L_LINESTATUS;