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CentOs安装ClickHouse及初步使用_centos clickhouse

centos clickhouse

1.安装环境

ClickHouse对Debian/Ubuntu支持较好,但是工作当中服务器我们一般用CentOs。今天我们使用CentOs7来安装一下ClickHouse。

操作系统版本:CentOS Linux release 7.5.1804 (Core)

检查一下是否支持SSE 4.2指令集

grep -q sse4_2 /proc/cpuinfo && echo "SSE 4.2 supported" || echo "SSE 4.2 not supported"

 

2.下载安装包

创建一个路径用来安装ClickHouse

mkdir -p  /opt/zhangwq/clickhouse

下载地址:http://repo.red-soft.biz/repos/clickhouse/stable/el7/

执行命令如下命令进行下载:

cd /opt/zhangwq/clickhouse
  1. mwget http://repo.red-soft.biz/repos/clickhouse/stable/el7/clickhouse-client-1.1.54236-4.el7.x86_64.rpm
  2. mwget http://repo.red-soft.biz/repos/clickhouse/stable/el7/clickhouse-compressor-1.1.54236-4.el7.x86_64.rpm
  3. mwget http://repo.red-soft.biz/repos/clickhouse/stable/el7/clickhouse-debuginfo-1.1.54236-4.el7.x86_64.rpm
  4. mwget http://repo.red-soft.biz/repos/clickhouse/stable/el7/clickhouse-server-1.1.54236-4.el7.x86_64.rpm
  5. mwget http://repo.red-soft.biz/repos/clickhouse/stable/el7/clickhouse-server-common-1.1.54236-4.el7.x86_64.rpm

3.开始安装

执行如下命令进行安装:

  1. rpm -ivh clickhouse-server-common-1.1.54236-4.el7.x86_64.rpm
  2. rpm -ivh clickhouse-server-1.1.54236-4.el7.x86_64.rpm
  3. rpm -ivh clickhouse-client-1.1.54236-4.el7.x86_64.rpm
  4. rpm -ivh clickhouse-debuginfo-1.1.54236-4.el7.x86_64.rpm
  5. rpm -ivh clickhouse-compressor-1.1.54236-4.el7.x86_64.rpm

执行rpm -ivh clickhouse-server-1.1.54236-4.el7.x86_64.rpm时出现报错,如下图:

执行 yum install unixODBC,第一次执行没有成功。本着宁可错杀一千不可放过一个的原则,索性执行yum install *ODBC*

再次安装clickhouse-server没问题了。

至此安装完成,配置文件位于如下目录,可修改相应配置

cd /etc/clickhouse-server/

启动命令:

clickhouse-server --config-file=/etc/clickhouse-server/config.xml

4.导入数据

按照官方文档,下载一份测试数据,搞起。

执行命令:

  1. for s in `seq 1987 2017`
  2. do
  3. for m in `seq 1 12`
  4. do
  5. mwget http://transtats.bts.gov/PREZIP/On_Time_On_Time_Performance_${s}_${m}.zip
  6. done
  7. done

注:mwget速度优于wget,使用mwget下载数据,mwget安装可自行百度

执行:clickhouse-client进入clickhouse客户端

创建表语句为:

  1. CREATE TABLE `ontime` (
  2. `Year` UInt16,
  3. `Quarter` UInt8,
  4. `Month` UInt8,
  5. `DayofMonth` UInt8,
  6. `DayOfWeek` UInt8,
  7. `FlightDate` Date,
  8. `UniqueCarrier` FixedString(7),
  9. `AirlineID` Int32,
  10. `Carrier` FixedString(2),
  11. `TailNum` String,
  12. `FlightNum` String,
  13. `OriginAirportID` Int32,
  14. `OriginAirportSeqID` Int32,
  15. `OriginCityMarketID` Int32,
  16. `Origin` FixedString(5),
  17. `OriginCityName` String,
  18. `OriginState` FixedString(2),
  19. `OriginStateFips` String,
  20. `OriginStateName` String,
  21. `OriginWac` Int32,
  22. `DestAirportID` Int32,
  23. `DestAirportSeqID` Int32,
  24. `DestCityMarketID` Int32,
  25. `Dest` FixedString(5),
  26. `DestCityName` String,
  27. `DestState` FixedString(2),
  28. `DestStateFips` String,
  29. `DestStateName` String,
  30. `DestWac` Int32,
  31. `CRSDepTime` Int32,
  32. `DepTime` Int32,
  33. `DepDelay` Int32,
  34. `DepDelayMinutes` Int32,
  35. `DepDel15` Int32,
  36. `DepartureDelayGroups` String,
  37. `DepTimeBlk` String,
  38. `TaxiOut` Int32,
  39. `WheelsOff` Int32,
  40. `WheelsOn` Int32,
  41. `TaxiIn` Int32,
  42. `CRSArrTime` Int32,
  43. `ArrTime` Int32,
  44. `ArrDelay` Int32,
  45. `ArrDelayMinutes` Int32,
  46. `ArrDel15` Int32,
  47. `ArrivalDelayGroups` Int32,
  48. `ArrTimeBlk` String,
  49. `Cancelled` UInt8,
  50. `CancellationCode` FixedString(1),
  51. `Diverted` UInt8,
  52. `CRSElapsedTime` Int32,
  53. `ActualElapsedTime` Int32,
  54. `AirTime` Int32,
  55. `Flights` Int32,
  56. `Distance` Int32,
  57. `DistanceGroup` UInt8,
  58. `CarrierDelay` Int32,
  59. `WeatherDelay` Int32,
  60. `NASDelay` Int32,
  61. `SecurityDelay` Int32,
  62. `LateAircraftDelay` Int32,
  63. `FirstDepTime` String,
  64. `TotalAddGTime` String,
  65. `LongestAddGTime` String,
  66. `DivAirportLandings` String,
  67. `DivReachedDest` String,
  68. `DivActualElapsedTime` String,
  69. `DivArrDelay` String,
  70. `DivDistance` String,
  71. `Div1Airport` String,
  72. `Div1AirportID` Int32,
  73. `Div1AirportSeqID` Int32,
  74. `Div1WheelsOn` String,
  75. `Div1TotalGTime` String,
  76. `Div1LongestGTime` String,
  77. `Div1WheelsOff` String,
  78. `Div1TailNum` String,
  79. `Div2Airport` String,
  80. `Div2AirportID` Int32,
  81. `Div2AirportSeqID` Int32,
  82. `Div2WheelsOn` String,
  83. `Div2TotalGTime` String,
  84. `Div2LongestGTime` String,
  85. `Div2WheelsOff` String,
  86. `Div2TailNum` String,
  87. `Div3Airport` String,
  88. `Div3AirportID` Int32,
  89. `Div3AirportSeqID` Int32,
  90. `Div3WheelsOn` String,
  91. `Div3TotalGTime` String,
  92. `Div3LongestGTime` String,
  93. `Div3WheelsOff` String,
  94. `Div3TailNum` String,
  95. `Div4Airport` String,
  96. `Div4AirportID` Int32,
  97. `Div4AirportSeqID` Int32,
  98. `Div4WheelsOn` String,
  99. `Div4TotalGTime` String,
  100. `Div4LongestGTime` String,
  101. `Div4WheelsOff` String,
  102. `Div4TailNum` String,
  103. `Div5Airport` String,
  104. `Div5AirportID` Int32,
  105. `Div5AirportSeqID` Int32,
  106. `Div5WheelsOn` String,
  107. `Div5TotalGTime` String,
  108. `Div5LongestGTime` String,
  109. `Div5WheelsOff` String,
  110. `Div5TailNum` String
  111. ) ENGINE = MergeTree(FlightDate, (Year, FlightDate), 8192)

SQL语句需要压缩后再执行。

创建表成功。

向表中导入数据:

for i in *.zip; do echo $i; unzip -cq $i '*.csv' | sed 's/\.00//g' | clickhouse-client --query="INSERT INTO ontime FORMAT CSVWithNames"; done

数据导入成功,然后查询一下数据量。

一亿七千万数据,第一次执行2.479秒,第二次执行0.076秒。

这速度简直逆天……

先写到这里,后续继续研究再做补充。

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