• 27 友盟项目--azkaban资源调度


    azkaban资源调度

    1、启动azkaban

    2、azkban  web执行器  8081

    3、s101:8081

    4、jar包目录

     

    创建有依赖关系dependencies的多个job描述

    1_load_data_to_hive_raw_logs.job

    type=command
    command=sh /home/centos/big12_umeng/load_data_to_hive_raw_logs.sh

    2_1_data_clean_startuplog.job

    type=command
    command=sh /home/centos/big12_umeng/data_clean.sh /home/centos/big12_umeng/data_clean_startup.sql
    dependencies=1_load_data_to_hive_raw_logs

    3_1_stat_act_day.job

    type=command
    command=sh /home/centos/big12_umeng/stat_act_day.sh /home/centos/big12_umeng/stat_act_day.sql
    dependencies=2_1_data_clean_startuplog

    3_2_stat_new_day.job

    type=command
    command=sh /home/centos/big12_umeng/stat_new_day.sh /home/centos/big12_umeng/stat_new_day.sql
    dependencies=2_1_data_clean_startuplog

    4_1_export_hive_stat_act_day_to_mysql.job  //hive导出日活到mysql

    type=command
    command=/home/centos/big12_umeng/export_hive_stat_act_day_to_mysql.sh
    dependencies=3_1_stat_act_day

    4_2_stat_new_week.job

    type=command
    command=sh /home/centos/big12_umeng/stat_new_week.sh /home/centos/big12_umeng/stat_new_week.sql
    dependencies=3_2_stat_new_day

    end.job

    type=noop
    dependencies=4_2_stat_new_week,4_1_export_hive_stat_act_day_to_mysql

    6、job作业执行过程需要的执行文件、sql文件

    load_data_to_hive_raw_logs.sh

    #!/bin/bash
    cd /home/centos/big12_umeng
    if [[ $# = 0 ]] ;
    then time=`date -d "-1 days" "+%Y%m-%d"` ;
    else time=$1$2-$3
    fi
    #external time variable
    echo -n $time > _time
    ym=`echo $time | awk -F '-' '{print $1}'`
    day=`echo $time | awk -F '-' '{print $2}'`
    hive -hiveconf ym=${ym} -hiveconf day=${day} -f load_data_to_hive_raw_logs.sql

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        /

    load_data_to_hive_raw_logs.sql

    use big12_umeng ;
    load data inpath 'hdfs://mycluster/user/centos/umeng_big12/raw-logs/${hiveconf:ym}/${hiveconf:day}' into table raw_logs partition(ym=${hiveconf:ym},day=${hiveconf:day}) ;

    data_clean.sh

    #!/bin/bash
    cd /home/centos/big12_umeng
    spark-submit --master yarn --jars /home/centos/big12_umeng/umeng_hive.jar --class com.oldboy.umeng.spark.stat.DataClean /home/centos/big12_umeng/umeng_spark.jar $1 `cat _time | awk -F '-' '{print $1$2}'`

      |

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        /

    data_clean_startup.sql

    -- appstartuplog
    use big12_umeng ;
    
    insert into appstartuplogs partition(ym , day)
    select
      t.appChannel ,
      t.appId ,
      t.appPlatform ,
      t.appVersion ,
      t.brand ,
      t.carrier ,
      t.country ,
      t.createdAtMs ,
      t.deviceId ,
      t.deviceStyle ,
      t.ipAddress ,
      t.network ,
      t.osType ,
      t.province ,
      t.screenSize ,
      t.tenantId ,
      formatbyday(t.createdatms , 0 , 'yyyyMM') ,
      formatbyday(t.createdatms , 0 , 'dd')
    from
     (
         select forkstartuplogs(servertimestr ,clienttimems ,clientip ,json) 
         from raw_logs where concat(ym,day) = '${ymd}'
     )t;
    appstartuplog

    stat_act_day.sh

    #!/bin/bash
    cd /home/centos/big12_umeng
    spark-submit --master yarn --jars /home/centos/big12_umeng/umeng_hive.jar --class com.oldboy.umeng.spark.stat.StatActDay umeng_spark.jar $1 `cat _time | awk -F '-' '{print $1$2}'`

      |

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        /

    stat_act_day.sql

    use big12_umeng ;
    create table if not exists stat_act_day(
        day string ,
        appid string,
        appplatform string,
        brand string ,
        devicestyle string,
        ostype string ,
        appversion string ,
        cnt int
    )
    ROW FORMAT DELIMITED
    FIELDS TERMINATED BY ','
    lines terminated by '
    ';
    
    insert into table stat_act_day
    select
      '${ymd}',
      ifnull(tt.appid ,'NULLL') ,
      ifnull(tt.appplatform,'NULLL') ,
      ifnull(tt.brand ,'NULLL') ,
      ifnull(tt.devicestyle,'NULLL') ,
      ifnull(tt.ostype ,'NULLL') ,
      ifnull(tt.appversion ,'NULLL') ,
      count(tt.deviceid)
    FROM
    (
        select
        t.appid ,
        t.appplatform,
        t.brand ,
        t.devicestyle,
        t.ostype ,
        t.appversion ,
        t.deviceid
        FROM
        (
            select
            appid ,
            appplatform,
            brand ,
            devicestyle,
            ostype ,
            appversion ,
            deviceid
            from
            appstartuplogs
            WHERE
            concat(ym,day) = '${ymd}'
            group BY
            appid ,
            appplatform,
            brand ,
            devicestyle,
            ostype ,
            appversion,
            deviceid
            with cube
        )t
        where
        t.appid is not null
        and t.deviceid is not null
    )tt
    group BY
      tt.appid ,
      tt.appplatform,
      tt.brand ,
      tt.devicestyle,
      tt.ostype ,
      tt.appversion
    order by
      tt.appid ,
      tt.appplatform,
      tt.brand ,
      tt.devicestyle,
      tt.ostype ,
      tt.appversion
    stat_act_day

    stat_new_day.sh

    #!/bin/bash
    cd /home/centos/big12_umeng
    spark-submit --master local[4] --class com.oldboy.umeng.spark.stat.StatNewDay --jars /home/centos/big12_umeng/umeng_hive.jar umeng_spark.jar $1 `cat _time | awk -F '-' '{print $1$2}'`

      |

      |

        /

    stat_new_day.sql

    use big12_umeng ;
    create table if not exists stat_new_day(
        day string ,
        appid string,
        appplatform string,
        brand string ,
        devicestyle string,
        ostype string ,
        appversion string ,
        cnt int
    )
    ROW FORMAT DELIMITED
    FIELDS TERMINATED BY ','
    lines terminated by '
    ';
    
    insert into table stat_new_day
    SELECT
      '${ymd}' ,
      t.appid ,
      t.appversion ,
      t.appplatform,
      t.brand ,
      t.devicestyle,
      t.ostype ,
      count(t.deviceid) cnt
    FROM
      (
          select
          appid ,
          appplatform,
          brand ,
          devicestyle,
          ostype ,
          appversion ,
          deviceid ,
          min(createdatms) firsttime
          from
          appstartuplogs
          group BY
          appid ,
          appplatform,
          brand ,
          devicestyle,
          ostype ,
          appversion,
          deviceid
          with cube
      )t
    WHERE
      t.appid is not NULL
      and t.deviceid is not null
      and formatbyday(t.firsttime , 0 , 'yyyyMMdd')  = '${ymd}'
    group by
        t.appid ,
        t.appversion ,
        t.appplatform,
        t.brand ,
        t.devicestyle,
        t.ostype
    order BY
        t.appid ,
        t.appversion ,
        t.appplatform,
        t.brand ,
        t.devicestyle,
        t.ostype
    stat_new_day

    export_hive_stat_act_day_to_mysql.sh

    sqoop-export --driver com.mysql.jdbc.Driver --connect jdbc:mysql://192.168.231.1:3306/big12 --username root --password root --columns   day,appid,appplatform,brand,devicestyle,ostype,appversion,cnt --table stat_act_day --export-dir /user/hive/warehouse/big12_umeng.db/stat_act_day -m 3

    stat_new_week.sh

    #!/bin/bash
    cd /home/centos/big12_umeng
    spark-submit --master yarn -class com.oldboy.umeng.spark.stat.StatNewWeek --jars /home/centos/big12_umeng/umeng_hive.jar umeng_spark.jar $1 `cat _time | awk -F '-' '{print $1$2}'`

      |

      |

        /

    stat_new_week.sql

    use big12_umeng ;
    create table if not exists stat_new_week(
        day string ,
        appid string,
        appplatform string,
        brand string ,
        devicestyle string,
        ostype string ,
        appversion string ,
        cnt int
    )
    ROW FORMAT DELIMITED
    FIELDS TERMINATED BY ','
    lines terminated by '
    ';
    
    insert into table stat_new_week
    SELECT
      appid ,
      appversion ,
      appplatform,
      brand ,
      devicestyle,
      ostype ,
      sum(cnt) cnt
    FROM
      stat_new_day
    WHERE
      formatbyweek(day ,'yyyyMMdd' , 0 , 'yyyyMMdd') = formatbyweek('${ymd}' ,'yyyyMMdd' , 0 , 'yyyyMMdd')
    group by
      appid ,
      appversion ,
      appplatform,
      brand ,
      devicestyle,
      ostype
    stat_new_week

    _time

    201811-05

    7、所有文件和jar包放到  /home/centos/big12_umeng/下

    8、azkaban创建工程 ,执行job     8081

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  • 原文地址:https://www.cnblogs.com/star521/p/10003565.html
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