問題:
線上出現垃圾資料,由於資料進hive採用的是dynamic partition,這些垃圾資料有些是partiition欄位
like:
>show partitions dpdw_traffic_base;
hp_stat_time=234123417234719237491/hp_log_type=0/hp_host=__HIVE_DEFAULT_PARTITION__/hp_from_type=__HIVE_DEFAULT_PARTITION__
hp_stat_time=r_ready%3D407;r_load%3D641/hp_log_type=0/hp_host=__HIVE_DEFAULT_PARTITION__/hp_from_type=__HIVE_DEFAULT_PARTITION__
hp_stat_time=r_ready%3D438;r_load%3D797/hp_log_type=0/hp_host=__HIVE_DEFAULT_PARTITION__/hp_from_type=__HIVE_DEFAULT_PARTITION__
.......
寫了一個指令碼清除垃圾資料:
#!/bin/shpname=`hadoop fs -ls /user/hive/warehouse/bi.db/dpdw_traffic_base | awk '{print $NF}' | awk '{gsub(/\/user\/hive\/warehouse\/bi.db\/dpdw_traffic_base\/hp_stat_time=/,"",$0); print $0}'`for i in $pnamedo len=`expr length $i` if [ $len -ne 10 -a $i != '__HIVE_DEFAULT_PARTITION__' -a $i != 'items' ] then name="hdfs://10.2.6.102/user/hive/warehouse/bi.db/dpdw_traffic_base/hp_stat_time="$i hadoop fs -rmr $name hive -e "use bi; alter table dpdw_traffic_base drop partition(hp_stat_time='$i')" fidone
出現問題,類似於:
hp_stat_time=r_ready%3D407;r_load%3D641
的partition無法刪除
跟進後發現hive會自動對一些字元進行UTF-8編碼,此處%3D解碼後是'='
另外‘;’ 需要被轉義
so:
dpdw_traffic_base的partition:
hp_stat_time=r_ready%3D91;r_load%3D351/hp_log_type=0/hp_host=http%3A%2F%2Fwww.dianping.com%2Fsearch%2Fkeyword%2F10%2F0_%25E9%259B%2581%25E8%258D%25A1%25E6%2583%2585/hp_from_type=__HIVE_DEFAULT_PARTITION__
正確的刪除語句是:
> alter table dpdw_traffic_base drop partition(hp_stat_time='r_ready=91\;r_load=351');
Dropping the partition hp_stat_time=r_ready%3D91;r_load%3D351/hp_log_type=0/hp_host=http%3A%2F%2Fwww.dianping.com%2Fsearch%2Fkeyword%2F10%2F0_%25E9%259B%2581%25E8%258D%25A1%25E6%2583%2585/hp_from_type=__HIVE_DEFAULT_PARTITION__
OK