resursion

mroker · 2024-01-18T17:51:04+00:00

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i have a large dataset that is too large on the SQL source to bring in monthly so I have to bring in daily. So, I need to find a way to keep a few months of data in Domo. What would be the best way to do this? Should I use recursion? Is partitioning another option? I'm not too sure how these work. Would someone be able to help me understand the differences and resources so I can learn how to use it?

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Accepted answers

ArborRose

https://community-forums.domo.com/main/discussion/comment/86954#Comment_86954

Using the filter tile. When you review Domo's recursion example, they set up a dataset. Then use a calculated field to filter what is kept or filtered out. You can flush previous data the same way.

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MarkSnodgrass

If you are using Domo Workbench to push your data to Domo, you can use Partitions to just send the new data. Magic ETL also has partitions. You could also use the append option your dataset so that it would continue to add to your Domo dataset.

mroker

Thanks Mark, I am using WorkBench.

MarkSnodgrass

I would review this KB article on Workbench partitions and see if that works for you.

https://domo-support.domo.com/s/article/360062446514?language=en_US

ArborRose

You can bring in portions of your data as a dataset and then create a ETL flow to append each to compile a larger dataset. Say you want 2 years of data. The previous years data you might want to pull on the week, each Saturday. The current year, you might want to pull the current quarter daily and the past quarters weekly.

Recursion can also be a method used if you can differential and make sure updates are processed. There's an easy to follow recursion example you can Google. With each loop, you would append new records. But what happens if records change? You need to account for that to make sure your resulting set has those changes.

I use recursion for snapshots. Grab the results of aggregated data (ie grouped and summed) each week so I can report on the changes over time.

Chris_Wolman

Another option could be an append job from workbench and a dataflow with a filter tile to exclude rows older than a certain date. It would depend on if you need to reload previous days data or not.

mroker

Thanks everyone for your contribution. I have started using partitioning and it works great. However, I have another problem. When I download just 3 days of data, it's 2.6M rows, which is huge. I am thinking, if there is a way to build an ETL that can aggregate this data maybe every week or month if needed, or daily, store this, and discard the rest. Is this possible in Domo?

ArborRose

Sure. You can aggregate in an ETL (group by) and send the result to a tile that appends a dataset.

mroker

Thanks @ArborRose . How then do I discard the previous data?

ArborRose

https://community-forums.domo.com/main/discussion/comment/86954#Comment_86954

Using the filter tile. When you review Domo's recursion example, they set up a dataset. Then use a calculated field to filter what is kept or filtered out. You can flush previous data the same way.