在和 codec/multiline 搭配使用的时候,需要注意一个问题,grok 正则和普通正则一样,默认是不支持匹配回车换行的。就像你需要 =~ //m 一样也需要单独指定,具体写法是在表达式开始位置加 (?m) 标记。 s 空格,和 [ f] 语法一样 (s*S+s*).* 匹配0个或者多个前导字符 简单demo: SELECT t.* FROM ( SELECT t1.sn AS clientSn, t1.userNick, t1.mobilePhone, t3.personName, t2.availableBalance, (SELECT IFNULL(SUM(amount) , 0) FROM ClientRechargeOrder t WHERE t.clientSn= t1.sn AND t.status ='2') AS rechargeAmount, (SELECT IFNULL(SUM(amount) , 0) FROM ClientWithDrawOrder t WHERE t.clientSn= t1.sn AND t.status IN ('1','2','3','4') ) AS withdrawAmount, ( (SELECT IFNULL(SUM(capitalBalance) , 0) FROM ProductRepayment t WHERE t.clientSn= t1.sn AND t.status= '1') + (SELECT IFNULL(SUM(capitalBalance) , 0) FROM VirtualProductOrder t WHERE t.clientSn= t1.sn AND t.status= '1') ) AS investAmount, ( (SELECT IFNULL(SUM(yieldBalance) , 0) FROM ProductRepayment t WHERE t.clientSn= t1.sn AND t.status= '2') + (SELECT IFNULL(SUM(yieldBalance) , 0) FROM VirtualProductOrder t WHERE t.clientSn= t1.sn AND t.status= '2') ) AS yieldAmount, (SELECT IFNULL(SUM(t0.amount) , 0) FROM ClientCoupon t,Coupon t0 WHERE t.clientSn= t1.sn AND t.status = '2' AND t.couponSn = t0.sn AND t0.type IN (1,2)) AS cashCouponAmount FROM Client t1 , ClientAssetInfo t2 , ClientPersonalInfo t999 WHERE t1.sn = t2.clientSn AND t1.sn = t3.clientSn ) t WHERE (t.rechargeAmount + t.yieldAmount + t.cashCouponAmount - t.withdrawAmount - t.investAmount - t.availableBalance) != 0; 正则表达式; s*(?<query>(s*S+s*).*)s* 匹配结果: { "query": [ [ "SELECT t.* FROM" ] ] } //////////////////////////////////// 正则表达式: (?m)s*(?<query>(s*S+s*).*)s* 匹配结果: { "query": [ [ "SELECT t.* FROM ( SELECT t1.sn AS clientSn, t1.userNick, t1.mobilePhone, t3.personName, t2.availableBalance, (SELECT IFNULL(SUM(amount) , 0) FROM ClientRechargeOrder t WHERE t.clientSn= t1.sn AND t.status ='2') AS rechargeAmount, (SELECT IFNULL(SUM(amount) , 0) FROM ClientWithDrawOrder t WHERE t.clientSn= t1.sn AND t.status IN ('1','2','3','4') ) AS withdrawAmount, ( (SELECT IFNULL(SUM(capitalBalance) , 0) FROM ProductRepayment t WHERE t.clientSn= t1.sn AND t.status= '1') + (SELECT IFNULL(SUM(capitalBalance) , 0) FROM VirtualProductOrder t WHERE t.clientSn= t1.sn AND t.status= '1') ) AS investAmount, ( (SELECT IFNULL(SUM(yieldBalance) , 0) FROM ProductRepayment t WHERE t.clientSn= t1.sn AND t.status= '2') + (SELECT IFNULL(SUM(yieldBalance) , 0) FROM VirtualProductOrder t WHERE t.clientSn= t1.sn AND t.status= '2') ) AS yieldAmount, (SELECT IFNULL(SUM(t0.amount) , 0) FROM ClientCoupon t,Coupon t0 WHERE t.clientSn= t1.sn AND t.status = '2' AND t.couponSn = t0.sn AND t0.type IN (1,2)) AS cashCouponAmount FROM Client t1 , ClientAssetInfo t2 , ClientPersonalInfo t999 WHERE t1.sn = t2.clientSn AND t1.sn = t3.clientSn ) t WHERE (t.rechargeAmount + t.yieldAmount + t.cashCouponAmount - t.withdrawAmount - t.investAmount - t.availableBalance) != 0; " ] ] } 继续测试; 表达式; s*(?<query>(S+ *).*)s* 输出: { "query": [ [ "SELECT t.* FROM" ] ] } 正则: (?m)s*(?<query>(S+ *).*)s* Grok Debugger Debugger Discover Patterns Add custom patterns Keep Empty Captures Named Captures Only Singles Autocomplete { "query": [ [ "SELECT t.* FROM ( SELECT t1.sn AS clientSn, t1.userNick, t1.mobilePhone, t3.personName, t2.availableBalance, (SELECT IFNULL(SUM(amount) , 0) FROM ClientRechargeOrder t WHERE t.clientSn= t1.sn AND t.status ='2') AS rechargeAmount, (SELECT IFNULL(SUM(amount) , 0) FROM ClientWithDrawOrder t WHERE t.clientSn= t1.sn AND t.status IN ('1','2','3','4') ) AS withdrawAmount, ( (SELECT IFNULL(SUM(capitalBalance) , 0) FROM ProductRepayment t WHERE t.clientSn= t1.sn AND t.status= '1') + (SELECT IFNULL(SUM(capitalBalance) , 0) FROM VirtualProductOrder t WHERE t.clientSn= t1.sn AND t.status= '1') ) AS investAmount, ( (SELECT IFNULL(SUM(yieldBalance) , 0) FROM ProductRepayment t WHERE t.clientSn= t1.sn AND t.status= '2') + (SELECT IFNULL(SUM(yieldBalance) , 0) FROM VirtualProductOrder t WHERE t.clientSn= t1.sn AND t.status= '2') ) AS yieldAmount, (SELECT IFNULL(SUM(t0.amount) , 0) FROM ClientCoupon t,Coupon t0 WHERE t.clientSn= t1.sn AND t.status = '2' AND t.couponSn = t0.sn AND t0.type IN (1,2)) AS cashCouponAmount FROM Client t1 , ClientAssetInfo t2 , ClientPersonalInfo t999 WHERE t1.sn = t2.clientSn AND t1.sn = t3.clientSn ) t WHERE (t.rechargeAmount + t.yieldAmount + t.cashCouponAmount - t.withdrawAmount - t.investAmount - t.availableBalance) != 0; " ] ] } “I grok in fullness.” Robert A. Heinlein, Stranger in a Strange Land