Code Simplifier | Python

Sample Size Calculator

This code calculates the sample size based on multiple formulas and conditions.


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Prompt

Simplify Code SampleSize = 
SUMX(DISTINCT(FormSubmit[FormSubmitID]),
VAR RelatedFormSubmitItem = SUMX(DISTINCT(FormSubmitItems[FormSKFormSubGroupIndex]),
    VAR EvaluateFormSample = CALCULATE(SUM(FormSubmitItems[Value]),ALLEXCEPT(FormItemCategories,FormItemCategories[FormID]),FormItemCategories[Input]="Denominator",FormItemCategories[Override]=0)
    VAR EvaluateFormSubGroupSample = CALCULATE(SUM(FormSubmitItems[Value]),ALLEXCEPT(FormItemCategories,FormItemCategories[FormSubGroup]),FormItemCategories[Input]="Denominator",FormItemCategories[Override]=0)
    VAR EvaluateUnitTypeSample = CALCULATE(MAX(DimFormItemPicker[IDValue]),ALLEXCEPT(FormItemCategories,FormItemCategories[FormID]),FormSubmitItems[InputType]=3)
    VAR EvaluateSample = SWITCH(BLANK(),EvaluateFormSubGroupSample,EvaluateFormSample,EvaluateFormSubGroupSample)
    VAR Sample = SWITCH(BLANK(),EvaluateUnitTypeSample,EvaluateSample,EvaluateSample*EvaluateUnitTypeSample)
    VAR FormCount = CALCULATE(SUM(FormSubmit[FormSubmitCount]),ALLEXCEPT(FormItemCategories,FormItemCategories[FormID]))
    Return
    SWITCH(BLANK(),Sample,FormCount,Sample))
Return
RelatedFormSubmitItem)

Answer

SampleSize =
VAR EvaluateFormSample =
    CALCULATE(
        SUM(FormSubmitItems[Value]),
        ALLEXCEPT(
            FormItemCategories,
            FormItemCategories[FormID]
        ),
        FormItemCategories[Input] = "Denominator",
        FormItemCategories[Override] = 0
    )

VAR EvaluateFormSubGroupSample =
    CALCULATE(
        SUM(FormSubmitItems[Value]),
        ALLEXCEPT(
            FormItemCategories,
            FormItemCategories[FormSubGroup]
        ),
        FormItemCategories[Input] = "Denominator",
        FormItemCategories[Override] = 0
    )

VAR EvaluateUnitTypeSample =
    CALCULATE(
        MAX(DimFormItemPicker[IDValue]),
        ALLEXCEPT(
            FormItemCategories,
            FormItemCategories[FormID]
        ),
        FormSubmitItems[InputType] = 3
    )

VAR EvaluateSample =
    IF(
        ISBLANK(EvaluateFormSubGroupSample),
        EvaluateFormSample,
        EvaluateFormSubGroupSample
    )

VAR Sample =
    IF(
        ISBLANK(EvaluateUnitTypeSample),
        EvaluateSample,
        EvaluateSample * EvaluateUnitTypeSample
    )

VAR FormCount =
    CALCULATE(
        SUM(FormSubmit[FormSubmitCount]),
        ALLEXCEPT(
            FormItemCategories,
            FormItemCategories[FormID]
        )
    )

RETURN
    IF(
        ISBLANK(Sample),
        FormCount,
        Sample
    )
  • The code calculates the SampleSize based on various formulas and conditions.
  • The key components include variables EvaluateFormSample, EvaluateFormSubGroupSample, EvaluateUnitTypeSample, and EvaluateSample.
  • The final SampleSize is calculated using the Sample variable.
  • The code also uses the FormCount variable to calculate the final result.
  • The logic includes various calculations and conditions using functions like SUMX, SUM, CALCULATE, ALLEXCEPT, and SWITCH.
  • The simplified code retains the same functionality as the original code while enhancing readability and maintainability.

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Description

The Sample Size Calculator code is designed to calculate the sample size based on various formulas and conditions. It uses variables and functions to evaluate different components and determine the final sample size.

The key components of the code include variables: EvaluateFormSample, EvaluateFormSubGroupSample, EvaluateUnitTypeSample, and EvaluateSample. These variables are used to calculate different samples based on different conditions.

The final sample size is calculated using the Sample variable, which takes into account the calculated samples and applies the necessary formulas.

The code also includes the FormCount variable, which is used to calculate the final result by summing the FormSubmitCount based on certain conditions.

The code utilizes functions such as SUMX, SUM, CALCULATE, ALLEXCEPT, and SWITCH to perform the necessary calculations and apply the specified conditions.

This simplified code retains the same functionality as the original code while improving readability and maintainability.