Adding Missing dates between start and end date for each category

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User2021
User2021 Member
in Magic ETL

Hello, I am trying to add missing dates from Start and End date for each category in Magic ETL. I tried to bring in Domo Calendar but confusion is what column from my dataset should I join with Cal.dt? Should that be start date or end date? Also, Then how would I create an output column which will have start date, missing dates and end date all in one col for each category. for eg:

image.png

Output requirement is

image.png


Comments

  • MarkSnodgrass
    MarkSnodgrass Coach

    You are on the right track using the Domo Calendar. What you need to do is an Add Constant tile after each dataset and create a column such as JoinCol and assign a value of 1 to each. Then join the two datasets on that column, using a left join of the calendar so that you get all the dates. If you are just wanting the first day of each month from the calendar dataset, you can filter before the join to where day = 1.

    Here's an example of what the ETL would look like.

    image.png


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  • User2021
    User2021 Member

    Thanks @MarkSnodgrass.

  • User2021
    User2021 Member

    I need urgent solution for this issue. I tried to implement above solution of joining Domo Calendar but now I am losing all rows which are not matched with start and end date.

    Currently, I am getting all matched rows

    image.png

    I want to get all missing weeks as well. The result dataset should be something like following table. All highlighted rows are missing in my output.

    image.png


    Can anyone help me what should I do?

  • MarkSnodgrass
    MarkSnodgrass Coach

    @User2021 did you apply any filtering to the calendar dataset prior to joining with your main dataset? Also, make sure your join criteria only includes the key column. Don't add any other columns to your join criteria.

    image.png


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  • User2021
    User2021 Member

    No filters and it is joining on one date column. Which is the tbl.sales date = cal.dt

  • User2021
    User2021 Member

    I am doing outer join to bring all cal dates in. I do get it but then when I filter by key, I lose all extra(added) rows of dates.

  • MarkSnodgrass
    MarkSnodgrass Coach

    Ok. In your case, I would suggest a Left Outer Join and make the calendar the left table. This will give you a row for every day and your sales date will have a value when there is a match. You actually won't need that constant field that I described earlier.

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  • User2021
    User2021 Member

    Exactly. I don't have constant but when I filter by key I am losing all cal table rows

  • MarkSnodgrass
    MarkSnodgrass Coach

    What are you trying to accomplish when you filter?

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  • User2021
    User2021 Member

    all dates between start and end date for each key. kind of subset

  • MarkSnodgrass
    MarkSnodgrass Coach

    I apologize, I'm having a hard time fully grasping what you are trying to do, but I would suggest a filter tile with a formula rule that looks something like this:

    `salesstartdate` >= `calstartdate` and `salesenddate` <= `calstartdate`


    This would filter to where the date from the calendar table is between the sales start and end dates. You may need to try some different variations of this if I am not understanding what your final result set should contain.

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    **Please mark as accepted the ones who solved your issue.
  • User2021
    User2021 Member

    @MarkSnodgrass I am still stuck with this issue. I will try to explain again. I have a dataset with random dates column, ID column and Sales. I am trying to add all missing dates in the dataset. There are multiple sales on a single day , in that case I have grouped them to get one row for one date. Also, I have grouped the date for max and min as 'Start' and 'End' Date.

    This is what I have:

    image.png

    And this is what I am trying to acheive:

    image.png


  • User2021
    User2021 Member

    This is what my dataflow looks like with adding calendar and filter for start and end dates

    image.png

    Here each cal date is joining with all dates in the dataset. Lots of extra rows are added to output.

    Join between cal and data is left and cal is left table.

  • user062848
    user062848 Member

    Stuck with the same issue, Any solution?

    If Domo supports conditional joins that would have fixed the issue.

  • User2021
    User2021 Member

    @user062848 I solved my problem in ETL is that I used Domo calendar dataset and joined with dt col. It has to be left join so that you get all cal dates in the output. Now you have sales col and cal date col. You will use cal date col moving forward since it has all missing dates in it. Do the group by for sales and move on with all modifications. Hope it helps!

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