I am trying to update a SQL table using sqlSave function of RODBC package in R. Data is present in a data frame. When I try to run the command:
sqlSave(DBCon
The reason I had this problem is: I was trying to append to a table that had an auto-incrementing identity column. If I omitted this column from the data frame it would give me this error missing columns in 'data'
. If I made this column NA
it would give me Invalid character value for cast specification
I was able to troubleshoot with verbose=TRUE. To solve, create a VIEW from the table that has all the columns except the primary key so you can append to this VIEW instead of the table, then you do not need to append the primary key. in my case, the view is called "insert_view"
var_Types <- as.character(as.character(c("int","int","varchar(50)","nvarchar(MAX)")))
names(var_Types) <- as.character(ColumnsOfTable$COLUMN_NAME)
sqlSave(ch, dataframe, "dbo.insert_view",rownames=FALSE,append = TRUE,varTypes=var_Types,verbose = TRUE)
There is a possibility of data types and Column names being a problem. So It's best to obtain the datatypes and column names of the table and assign them to the data frame.
ColumnsOfTable <- sqlColumns(conn, tablename)
varTypes <- as.character(ColumnsOfTable$TYPE_NAME)
names(varTypes) <- as.character(ColumnsOfTable$COLUMN_NAME)
colnames(dataObject) <- as.character(ColumnsOfTable$COLUMN_NAME)
sqlSave(conn, dataObject, tableNames, fast=TRUE,append=TRUE, rownames=FALSE, varTypes=varTypes )
Check using verbose=TRUE in sqlSave argument if any of the columnames in the insert query has the same that you have in your original table.
In my table I used to have a columname with space (the same if it has numbers o different character). It won´t work because sqlSave will remove those character when it creates the query.