Modules: What dimensions are used in the module? Are they all necessary?
When is this a problem?
This is a problem when you have unnecessary dimensions—meaning that the logic or data in the module does not apply to the dimension.
Why is this a problem?
Unnecessary dimensions in a module could cause poor performance from a formula having to perform unnecessary calculations and increasing the size of the model. It can also hinder the end-user experience by causing them to have to use unnecessary context selectors, which can lead to confusion or cause extra difficulty trying to get to their desired view.
How to correct:
Remove the unnecessary dimensions. This could cause your formulas to become invalid and thus cause an error. If this is the case, set your format to No Data, remove the dimension, update your formula, and then reset the format. You may have to modify downstream line items if they use the current line item as a mapping or variable.
More information:
Comments
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I would like to know what dimensions do we need to add in a System Module.
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@Dasgups3 Only use the bare minimum dimensions necessary to create a functioning system module.
In general, key lists in the model should each have their own system module with only the one list as a dimension.
If you need to create a mapping between two separate dimensions, only use those two dimensions in the module's Applies To.
Time Settings for example, should also be broken out into separate modules:
- Global Time Settings (dimensionless module with settings such as today's date, switchover date, etc.)
- Week Settings (dimensioned by week)
- Month, Quarter, Half-Year, Year Settings (four separate modules each dimensioned only by the relevant time scale).
Also, any system modules in Data Hub should only be dimensioned by the UID / Flat List with relevant properties split out - avoid hierarchies and using hierarchies as dimensions in the data hub.
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Model Optimization Checklist
- Step 1 - Lists
- Does the list use Time as part of the key?
- Does the list use a combination of properties as a code?
- Does the list have a code?
- Does the list use Properties?
- Are there subsets on larger lists?
- Does the subset list follow proper naming conventions?
- Does the list include a top level when it is not necessary?
- Step 2 - Modules
- What dimensions are used in the module? Are they all necessary?
- What time dimensions are being used in the module? Can a Time Range be used?
- Are the dimensions in order?
- If there are any saved views, do they use the correct filtering?
- If there are saved views, are all of the line items in the view necessary?
- Is the default view clean?
- Step 3 - Line Items
- Which line items do not need a summary?
- Are text formatted line items overused?
- Are there more than 50 line items in a module?
- Are there excessive subsidiary views?
- Are there line items used as headers where the format is not set to No Data?
- Step 4 - Formulas
- Are there line items that can be placed in a systems module rather than within a calculation module?
- Are there any formulas that that combine text strings?
- Are there any formulas that are daisy chains?
- Are there long formulas, such as complex IF THEN ELSE statements?
- Is there an excessive use of the FINDITEM function?
- Are there SUM and LOOKUP combinations?
- Is the TEXTLIST function used?
- Do any formulas use the SELECT function, especially with time?
- Do any of the line items use conditional formatting with summaries turned on?
- Step 5 - Actions
- Are all the actions necessary?
- Do any of the actions result in errors when they are run?
- Check the data sources. Are some of them lists or modules?
- Check the data sources. Does each data source have an action associated with it?
- Step 6 - Time
- Is the main time scale of the model larger than it needs to be?
- Additional Resources
- Model Optimization Tracker
- Planual