Is there a way to query Azure Storage table using a column name which is not the partition key?

I've tried to query an azure table using a column name, but no data was returned after the execution. Following is the code I used in java. Does a table scan is needed?

String partitionFilter = TableQuery.generateFilterCondition(
            COLUMN_ID,
            TableQuery.QueryComparisons.EQUAL,
            columnId);