Monday, December 16, 2013
Bulk Copy/Bulk Insert - Data Sourcing
Recently I have been working on a project which invloves Data being sourced to SQL Server. As part of the handshake between the source and target SQL Server System, A log file had to be read to get information regarding how many records were pushed to different tables as required by the Project. As part of consuming the log file text information into a table in sql server, I was using BULK INSERT command which was working fine. One fine day the process of data sourcing failed, because the logic in the job could not identify the rowcounts present in the Log file content. As I dug deeper I found out that the Log file data was getting internally ordered by a timestamp value present in the begining of each line, this internal sorting was happening because of the BULK INSERT command. The issue was that when the Day crossed from 11:59 PM to 12:01 AM, the contents of the log file in the table got jumbled up, this caused the ordering source to be distorted. As part of a alternative solution we tried using BCP to consume the Log file (text file content) into the table, also one of the main issue that was crucial for us was to maintain the ordering present in the log file and not tamper with that sequencing. When we built the BCP solution, in order to be absolutely sure that we are reading the file in a forward fashion is to use the parameter, [-b batch_size] as part of the bcp command. By Default BCP will consume the file (source log file) as one big batch. Since we wanted to maintain the ordering of the log file, i set the batch size to 1, so the parameter -b 1 was added to the bcp command which was used to source the log file. Once this was set, the log file contents were read into the table in sql server one line at a time and the ordering of the log file at source was maintained. This helped my process to find out the counts from the log file and validate the data in the target. It was kind of challenging to figure out the data being sorted and also use bulk data import tools to read the source data one record at a time, the performance was not affected as the log file was not huge. It is also important test as much as possible when one is trying to integrate/source from another system.
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