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apache-pig - 在 Apache Pig 中每年获取 MAX 值

问题描述

我一直在尝试使用以下数据获得每年的最高温度。实际数据看起来像这样，但我只对第一列是年份和第四列是温度感兴趣。

2016-11-03 12:00:00.000 +0100,Mostly Cloudy,rain,10.594444444444443,10.594444444444443,0.73,13.2664,174.0,10.1913,0.0,1019.74,Partly cloudy throughout the day.
2016-11-03 13:00:00.000 +0100,Mostly Cloudy,rain,11.072222222222223,11.072222222222223,0.72,13.1698,176.0,12.4131,0.0,1019.45,Partly cloudy throughout the day.
2016-11-03 14:00:00.000 +0100,Mostly Cloudy,rain,11.172222222222222,11.172222222222222,0.71,12.654600000000002,175.0,10.835300000000002,0.0,1019.16,Partly cloudy throughout the day.
2016-11-03 15:00:00.000 +0100,Mostly Cloudy,rain,10.911111111111111,10.911111111111111,0.72,11.753,170.0,10.867500000000001,0.0,1018.94,Partly cloudy throughout the day.
2016-11-03 16:00:00.000 +0100,Mostly Cloudy,rain,10.350000000000001,10.350000000000001,0.72,10.6582,161.0,11.592,0.0,1018.81,Partly cloudy throughout the day.

DUMP B is like below
(2014,12.038889)
(2014,21.055555) 
(2016,29.905556)
(2016,30.605556)
(2016,29.95)
(2016,29.972221)

我编写的代码如下所示..但是，它在 D 处引发了错误。我也使用了 ToDate 函数，但似乎它也不起作用..

A = load 'file.csv' using PigStorage(',')......
B = foreach A GENERATE SUBSTRING(year,0,4) as year1, Atemp
C = group B by year1;  
D = foreach C GENERATE group,MAX(Atemp);

我得到的错误：

Invalid field projection. Projected field [year1] does not exist in schema: group:chararray,B:bag{:tuple(year1:chararray,Atemp:float)}.

标签： apache-pig

解决方案

我在stackoverflow上发布问题后弄清楚了自己:)我想知道为什么！而不是 D = foreach C GENERATE group,MAX(Atemp); 我使用 D= foreach C GENERATE group, MAX(B.Atemp) as max; 它有效！

如果有人要我删除帖子，我很乐意这样做。请告诉我

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