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How should I slice this dataset in Azure Data Factory?

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I'm trying to move our SSIS tasks over to the new Azure Data Factory. My first goal is to create a report showing the hours each person spent on a project over a certain time period.

There are some datasets that don't deal with time, so I'm not sure how to slice them. One example is the list of projects. I get a list of projects, but it just shows me the projects at the particular point in time, not a history or anything. But the pipeline requires a slice and a schedule, so I'm not sure how to specify that the list should be pulled in every time from the dataset...

The dataset itself is coming from a web service, which is using a custom activity I created and then am putting into an Azure Storage Table.

Any advice for me on this one?

I posted this on SO as well, but didn't get any responses


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