我在hadoop集群中有一个带有重复列的10GB csv文件.我尝试在SparkR中分析它,所以我使用spark-csv
包来解析它DataFrame
:
df <- read.df(
sqlContext,
FILE_PATH,
source = "com.databricks.spark.csv",
header = "true",
mode = "DROPMALFORMED"
)
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但由于df有重复的Email
列,如果我想选择此列,则会出错:
select(df, 'Email')
15/11/19 15:41:58 ERROR RBackendHandler: select on 1422 failed
Error in invokeJava(isStatic = FALSE, objId$id, methodName, ...) :
org.apache.spark.sql.AnalysisException: Reference 'Email' is ambiguous, could be: Email#350, Email#361.;
at org.apache.spark.sql.catalyst.plans.logical.LogicalPlan.resolve(LogicalPlan.scala:278)
...
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我想保留第一次出现的Email
列并删除后者,我该怎么做?