I have been trying to write an R script to query Impala database. Here is the query to the database:
select columnA, max(columnB) from databaseA.tableA where columnC in (select distinct(columnC) from databaseB.tableB ) group by columnA order by columnA
When I run this query manually (read: outside the Rscript via impala-shell), I am able to get the table contents. However, when the same is tried via the R script, I get the following error:
[1] "HY000 140 [Cloudera][ImpalaODBC] (140) Unsupported query."
[2] "[RODBC] ERROR: Could not SQLExecDirect 'select columnA, max(columnB) from databaseA.tableA where columnC in (select distinct(columnC) from databaseB.tableB ) group by columnA order by columnA'
closing unused RODBC handle 1
Why does the query fail when tried via R? and how do I fix this? Thanks in advance :)
Edit 1:
The connection script looks as below:
library("RODBC");
connection <- odbcConnect("Impala");
query <- "select columnA, max(columnB) from databaseA.tableA where columnC in (select distinct(columnC) from databaseB.tableB ) group by columnA order by columnA";
data <- sqlQuery(connection,query);
You need to install the relevant drivers, please look at the following link
I had the same issue, all i had to do was update the ODBC drivers.
Also if you can update your odbcConnect with the username and password
connection <- odbcConnect("Impala");
to
connection <- odbcConnect("Impala", uid="root", pwd="password")
The RODBC package is quirky: if there's no row updated/deleted in the query execution it will throw an error.
So before using sqlDelete
to delete rows, or using sqlUpdate
to update values, first check if there's at least one row that will be deleted/updated by querying COUNT(*)
.
I've had no problem after implementing the check, for Oracle SQL 12g.
An alternative would be to use a staging table for the new batch of data, and use sqlQuery
to execute a MERGE
command. RODBC won't complaint if there's zero row merged.
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