pig:无法使用pigstorage加载数据

falq053o  于 2021-06-04  发布在  Hadoop
关注(0)|答案(2)|浏览(424)

我有一个txt文件中的示例数据集(格式:firstname,lastname,age,gender)

(Eric,Ack,27,M),(Jeremy,Ross,29,F)
(Jenny,Dicken,27,F),(Vijay,Sampath,40,M)
(Angs,Dicken,28,M),(Venu,Rao,28,M)
(Mahima,Mohanty,29,F),(Kenny,Oath,28,M)

我正在尝试这样加载数据:

tuple_record = LOAD '~/Documents/Pig_Tuple.txt' USING PigStorage(',') AS (details:tuple(firstname:chararray,lastname:chararray,age:int,sex:chararray));

但这是行不通的:

DUMP tuple_record;

我在运行这个命令时得到了这个结果(即它不返回任何结果)

()
()
()
()

请告知如何加载此数据集。

bqjvbblv

bqjvbblv1#

原因是 tuple 以及 each fields 元组内部有 same delimiter ( ',' ). 在这种情况下,pig将解析输入并在模式转换中失败。
您可以在控制台中看到以下日志

"Unable to interpret the value in field being converted to type tuple, caught ParseException <Unexpect end of tuple> field discarded"

来解决这个问题
您需要更改元组分隔符 ',' 去做些不同的事。在下面的例子中,我使用了 '#' 作为分隔符而不是 ',' . 可以使用(','以外的任何分隔符
输入文件有两个元组,但在加载模式中只定义了一个元组,因此还需要定义另一个元组。
示例:
输入

(Eric,Ack,27,M)#(Jeremy,Ross,29,F)
(Jenny,Dicken,27,F)#(Vijay,Sampath,40,M)
(Angs,Dicken,28,M)#(Venu,Rao,28,M)
(Mahima,Mohanty,29,F)#(Kenny,Oath,28,M)

Pig手稿:

tuple_record = LOAD '~/Documents/Pig_Tuple.txt' USING PigStorage('#') AS (details:tuple(firstname:chararray,lastname:chararray,age:int,sex:chararray), details1:tuple(firstname1:chararray,lastname1:chararray,age1:int,sex1:chararray));
DUMP tuple_record;

输出:

((Eric,Ack,27,M),(Jeremy,Ross,29,F))
((Jenny,Dicken,27,F),(Vijay,Sampath,40,M))
((Angs,Dicken,28,M),(Venu,Rao,28,M))
((Mahima,Mohanty,29,F),(Kenny,Oath,28,M))

更新:
如何将分隔符“”更改为其他内容
选项1:使用sed
这是一个非常简单的选项,通过使用sed命令替换 '),(' 图案到 ')#(' 模式,以便分隔符将从 ',''#' 在同一个输入文件中(note:take backup 执行此sed脚本前输入文件的)

>> sed -i -- 's/),(/)#(/g' inputFile

选项2:在不更改分隔符的情况下对pigscript进行轻微修改
Pig手稿:

--Read each input line as chararray
A = LOAD 'inputFile' AS (line:chararray);

--Remove the character '(',')' from the input
B = FOREACH A GENERATE FLATTEN(REPLACE(line,'[)(]+','')) AS (newline:chararray);

--Split the input using ',' as delimiter, 8 refer to total number of fields
C = FOREACH B GENERATE FLATTEN(STRSPLIT(newline,',',8)) AS (firstname1:chararray,lastname1:chararray,age1:int,sex1:chararray,firstname2:chararray,lastname2:chararray,age2:int,sex2:chararray);

--Group the fields and form tuples 
D = FOREACH C GENERATE TOTUPLE(firstname1,lastname1,age1,sex1) AS details1,TOTUPLE(firstname2,lastname2,age2,sex2) AS details2;

--Now you can do whatever you want.
E = FOREACH D GENERATE details1.firstname1,details2.firstname2;
DUMP E;
i2byvkas

i2byvkas2#

请查看清管器文件的复杂方案部分

cat data;
(3,8,9) (mary,19)
(1,4,7) (john,18)
(2,5,8) (joe,18)

A = LOAD data AS (F:tuple(f1:int,f2:int,f3:int),T:tuple(t1:chararray,t2:int));

DESCRIBE A;
A: {F: (f1: int,f2: int,f3: int),T: (t1: chararray,t2: int)}

DUMP A;
((3,8,9),(mary,19))
((1,4,7),(john,18))
((2,5,8),(joe,18))

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