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September 14, 2019 17:52
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R function to create ORC table dynamically and partitioning
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saveAsORCTable<- function(df,master_table_name,partitionBy, mode="overwrite") { | |
dropSqlQuery<- paste("drop table if exists",master_table_name) | |
tempTableName<- paste("temp",master_table_name,sep = "_") | |
createTableQuery<-paste("create table ",master_table_name," using orc partitioned by (",toString(partitionBy),") as select * from",tempTableName,"limit 0") | |
createOrReplaceTempView(df,tempTableName) | |
columnNames<-colnames(df) | |
columnNames<-setdiff(columnNames,partitionBy) | |
columnNames<-append(columnNames,partitionBy) | |
insertQuery<-paste("insert into",master_table_name,"partition (",toString(partitionBy),") select",toString(columnNames),"from",tempTableName) | |
if(mode == "overwrite") { | |
sql(dropSqlQuery) | |
sql(createTableQuery) | |
sql(insertQuery) | |
} else if(mode=="append"){ | |
TABLES<-listTables() | |
TABLES<-filter(TABLES,TABLES$name == master_table_name) | |
row_count<-count(TABLES) | |
if(row_count == 0) { | |
sql(createTableQuery) | |
} | |
sql(insertQuery) | |
} else { | |
print(paste("Error!!!! Invalid mode:",mode," for table ",master_table_name)) | |
q() | |
} | |
} |
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