I am getting a CSV file from a 3rd party. Schema for this file is dynamic, the only thing I can be certain of is,
- each column with data will also have header name.
- file will always have a header.
- header name will always be a string of alphabets with no spaces and dots. (so, kind of "clean").
- values should be treated as strings, as I am not sure what they will be sending.
Now to use this type of data in my system, I am thinking of using MongoDB as staging area. As no. of columns, or order of columns, or columns name are not constant from one load to another. I think MongoDB will serve a good staging area.
I read about ConvertRecord processor, which is ideal for CSV to JSON converter, but I don't have a schema. I just want each row to go as a document, with header name as a key and value as value.
How should I go about it? Also this file is going to be in some 25-30 GB range, so I do not want to bring down my system.
I thought of doing it by my own processor (in Java), and I was able to get what I am looking for, but it seems to be taking too much time, and it kind of doesn't look optimal.
Let me know, if this can be achieved via existing processor?
Thanks, Rakesh
Updated on : 09/05/2018
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