測(cè)試環(huán)境介紹

為了消除網(wǎng)絡(luò)帶寬的影響，本測(cè)試使用同一臺(tái)ECS向Hologres和Clickhouse發(fā)送查詢請(qǐng)求且使用VPC連接，其中Hologres測(cè)試關(guān)閉了result cache。具體環(huán)境信息如下。

• Clickhouse測(cè)試環(huán)境

  配置項(xiàng)	詳情配置信息
  機(jī)器	1臺(tái)阿里云ECS主機(jī)
  CPU	Intel Xeon(Ice Lake) Platinum 8369B 64 vCore
  內(nèi)存	256 GiB
  內(nèi)網(wǎng)帶寬	32 Gbps
  磁盤(pán)	ESSD高效云盤(pán)200 GB PL1 單盤(pán)IOPS上限5萬(wàn)
  操作系統(tǒng)	CentOS 8.4 64位
  硬件費(fèi)用（不含公網(wǎng)帶寬）	9,032 元/月
  公網(wǎng)IPv4帶寬	200 Mbps
  網(wǎng)絡(luò)費(fèi)用	15,725 元/月
  Clickhouse版本	21.8.3.44

• Hologres測(cè)試環(huán)境

  配置項(xiàng)	具體配置信息
  計(jì)算資源	CPU：64 Core，內(nèi)存：256 GB
  存儲(chǔ)資源	200 GB（邏輯存儲(chǔ)）
  公網(wǎng)帶寬	大于5 Gbps
  總費(fèi)用	11,080 元/月
  Hologres版本	0.10.33

測(cè)試數(shù)據(jù)

相關(guān)SQL命令

• Clickhouse命令

  所使用的DDL與查詢SQL與Clickhouse官網(wǎng)測(cè)試方式一致，詳情請(qǐng)參見(jiàn)Clickhouse官方鏈接。

• Hologres命令

  • DDL

    DROP TABLE IF EXISTS lineorder_flat;
    
    BEGIN;
    CREATE TABLE IF NOT EXISTS lineorder_flat (
      lo_orderdate     date NOT NULL ,
      lo_orderkey      int NOT NULL ,
      lo_linenumber    int NOT NULL ,
      lo_custkey       int NOT NULL ,
      lo_partkey       int NOT NULL ,
      lo_suppkey       int NOT NULL ,
      lo_orderpriority text NOT NULL ,
      lo_shippriority  int NOT NULL ,
      lo_quantity      int NOT NULL ,
      lo_extendedprice int NOT NULL ,
      lo_ordtotalprice int NOT NULL ,
      lo_discount      int NOT NULL ,
      lo_revenue       int NOT NULL ,
      lo_supplycost    int NOT NULL ,
      lo_tax           int NOT NULL ,
      lo_commitdate    date NOT NULL ,
      lo_shipmode      text NOT NULL ,
      c_name           text NOT NULL ,
      c_address text NOT NULL ,
      c_city text NOT NULL ,
      c_nation text NOT NULL ,
      c_region text NOT NULL ,
      c_phone text NOT NULL ,
      c_mktsegment text NOT NULL ,
      s_region text NOT NULL ,
      s_nation text NOT NULL ,
      s_city text NOT NULL ,
      s_name text NOT NULL ,
      s_address text NOT NULL ,
      s_phone text NOT NULL ,
      p_name text NOT NULL ,
      p_mfgr text NOT NULL ,
      p_category text NOT NULL ,
      p_brand text NOT NULL ,
      p_color text NOT NULL ,
      p_type text NOT NULL ,
      p_size int NOT NULL ,
      p_container text NOT NULL,
      PRIMARY KEY (lo_orderkey,lo_linenumber)
    );
    CALL set_table_property('lineorder_flat', 'distribution_key', 'lo_orderkey');
    CALL set_table_property('lineorder_flat', 'segment_key', 'lo_orderdate');
    CALL set_table_property('lineorder_flat', 'clustering_key', 'lo_orderdate');
    CALL set_table_property('lineorder_flat', 'bitmap_columns', 'p_category,s_region,c_region,c_nation,s_nation,c_city,s_city,p_mfgr,p_brand');
    CALL set_table_property('lineorder_flat', 'time_to_live_in_seconds', '31536000');
    COMMIT;

  • 查詢SQL

    • Q1.1

      SELECT SUM(LO_EXTENDEDPRICE * LO_DISCOUNT) AS REVENUE 
      FROM LINEORDER_FLAT 
      WHERE LO_ORDERDATE >= DATE '1993-01-01' 
      AND LO_ORDERDATE <= DATE '1993-12-31' 
      AND LO_DISCOUNT BETWEEN 1 AND 3 
      AND LO_QUANTITY < 25;

    • Q1.2

      SELECT SUM(LO_EXTENDEDPRICE * LO_DISCOUNT) AS REVENUE 
      FROM LINEORDER_FLAT  
      WHERE LO_ORDERDATE >= DATE '1994-01-01' 
      AND LO_ORDERDATE <= DATE '1994-01-31' 
      AND LO_DISCOUNT BETWEEN 4 AND 6 
      AND LO_QUANTITY BETWEEN 26 AND 35;

    • Q1.3

      SELECT SUM(LO_EXTENDEDPRICE * LO_DISCOUNT) AS REVENUE 
      FROM LINEORDER_FLAT 
      WHERE EXTRACT(WEEK FROM LO_ORDERDATE ) = 6 
      AND LO_ORDERDATE >= DATE '1994-01-01' 
      AND LO_ORDERDATE <= DATE '1994-12-31' 
      AND LO_DISCOUNT BETWEEN 5 AND 7 
      AND LO_QUANTITY BETWEEN 26 AND 35;

    • Q2.1

      SELECT SUM(LO_REVENUE),
      EXTRACT(YEAR FROM LO_ORDERDATE) AS YEAR,
      P_BRAND 
      FROM LINEORDER_FLAT 
      WHERE P_CATEGORY = 'MFGR#12' 
      AND S_REGION = 'AMERICA' 
      GROUP BY YEAR, P_BRAND 
      ORDER BY YEAR, P_BRAND;

    • Q2.2

      SELECT SUM(LO_REVENUE),
      EXTRACT(YEAR FROM LO_ORDERDATE) AS YEAR,
      P_BRAND 
      FROM LINEORDER_FLAT 
      WHERE P_BRAND BETWEEN 'MFGR#2221' AND 'MFGR#2228' 
      AND S_REGION = 'ASIA' 
      GROUP BY YEAR, P_BRAND 
      ORDER BY YEAR, P_BRAND;

    • Q2.3

      SELECT SUM(LO_REVENUE),
      EXTRACT(YEAR FROM LO_ORDERDATE) AS YEAR, 
      P_BRAND 
      FROM LINEORDER_FLAT 
      WHERE P_BRAND = 'MFGR#2239' 
      AND S_REGION = 'EUROPE' 
      GROUP BY YEAR, P_BRAND 
      ORDER BY YEAR, P_BRAND;

    • Q3.1

      SELECT C_NATION,
      S_NATION, 
      EXTRACT(YEAR FROM LO_ORDERDATE) AS YEAR, 
      SUM(LO_REVENUE) AS REVENUE 
      FROM LINEORDER_FLAT 
      WHERE C_REGION = 'ASIA' 
      AND S_REGION = 'ASIA' 
      AND LO_ORDERDATE  >= DATE '1992-01-01' 
      AND LO_ORDERDATE  <= DATE '1997-12-31' 
      GROUP BY C_NATION,S_NATION,YEAR 
      ORDER BY  YEAR ASC,REVENUE DESC;

    • Q3.2

      SELECT C_CITY, 
      S_CITY, 
      EXTRACT(YEAR FROM LO_ORDERDATE) AS YEAR, 
      SUM(LO_REVENUE) AS REVENUE
      FROM LINEORDER_FLAT 
      WHERE C_NATION = 'UNITED STATES' 
      AND S_NATION = 'UNITED STATES' 
      AND LO_ORDERDATE >= DATE '1992-01-01' 
      AND LO_ORDERDATE <= DATE '1997-12-31' 
      GROUP BY C_CITY, S_CITY, YEAR 
      ORDER BY YEAR ASC, REVENUE DESC;

    • Q3.3

      SELECT C_CITY,
      S_CITY, 
      EXTRACT(YEAR FROM LO_ORDERDATE) AS YEAR, 
      SUM(LO_REVENUE) AS REVENUE 
      FROM LINEORDER_FLAT 
      WHERE C_CITY IN ( 'UNITED KI1' ,'UNITED KI5') 
      AND S_CITY IN ( 'UNITED KI1' ,'UNITED KI5') 
      AND LO_ORDERDATE >= DATE '1992-01-01' 
      AND LO_ORDERDATE <= DATE '1997-12-31' 
      GROUP BY C_CITY, S_CITY, YEAR 
      ORDER BY YEAR ASC, REVENUE DESC;

    • Q3.4

      SELECT C_CITY,
      S_CITY, 
      EXTRACT(YEAR FROM LO_ORDERDATE) AS YEAR, 
      SUM(LO_REVENUE) AS REVENUE 
      FROM LINEORDER_FLAT 
      WHERE C_CITY IN ('UNITED KI1', 'UNITED KI5') 
      AND S_CITY IN ( 'UNITED KI1',  'UNITED KI5') 
      AND LO_ORDERDATE >= DATE '1997-12-01' 
      AND LO_ORDERDATE <= DATE '1997-12-31' 
      GROUP BY C_CITY, S_CITY, YEAR 
      ORDER BY YEAR ASC, REVENUE DESC;

    • Q4.1

      SELECT EXTRACT(YEAR FROM LO_ORDERDATE) AS YEAR, 
      C_NATION,  
      SUM(LO_REVENUE - LO_SUPPLYCOST) AS PROFIT 
      FROM LINEORDER_FLAT 
      WHERE C_REGION = 'AMERICA' 
      AND S_REGION = 'AMERICA' 
      AND P_MFGR IN ( 'MFGR#1' , 'MFGR#2') 
      GROUP BY YEAR, C_NATION 
      ORDER BY YEAR ASC, C_NATION ASC;

    • Q4.2

      SELECT EXTRACT(YEAR FROM LO_ORDERDATE) AS YEAR, 
      S_NATION, 
      P_CATEGORY, 
      SUM(LO_REVENUE - LO_SUPPLYCOST) AS PROFIT 
      FROM LINEORDER_FLAT 
      WHERE C_REGION = 'AMERICA' 
      AND S_REGION = 'AMERICA' 
      AND LO_ORDERDATE >= DATE '1997-01-01' 
      AND LO_ORDERDATE <= DATE '1998-12-31' 
      AND  P_MFGR IN ( 'MFGR#1' , 'MFGR#2') 
      GROUP BY YEAR, S_NATION, P_CATEGORY 
      ORDER BY  YEAR ASC, S_NATION ASC, P_CATEGORY ASC;

    • Q4.3

      SELECT EXTRACT(YEAR FROM LO_ORDERDATE) AS YEAR, 
      S_CITY, 
      P_BRAND, 
      SUM(LO_REVENUE - LO_SUPPLYCOST) AS PROFIT 
      FROM LINEORDER_FLAT 
      WHERE S_NATION = 'UNITED STATES' 
      AND LO_ORDERDATE >= DATE '1997-01-01' 
      AND LO_ORDERDATE <= DATE '1998-12-31' 
      AND P_CATEGORY = 'MFGR#14' 
      GROUP BY  YEAR,  S_CITY, P_BRAND 
      ORDER BY YEAR ASC,  S_CITY ASC,  P_BRAND ASC;

測(cè)試結(jié)果