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Power Query: Not Your Type

27 November 2019

Welcome to our Power Query blog.  This week, I look at assigning types to columns.

 

Setting the data types when transforming data in Power Query is important.  Data type specific functions, such as M date functions, will not work correctly if the data does not have the expected data type.

When I extract data into Power Query, algorithms are used to determine the most appropriate data type.  On the previous screen, this step is called ‘Changed Type’.  The M code used is

= Table.TransformColumnTypes(Source,{{"Name ", type text}, {"Employee Number", Int64.Type}})

This sets my Name column to data type text and my Employee Number column to data type whole number.

I can change the data type from the ‘Home’ tab or ‘Transform’ tab:

If I decide to change the type, I have the option of changing the ‘Changed Type’ step or by creating a new step, viz.

If I create a new step, I can see the M code that Power Query uses to change the type.

The M code is

= Table.TransformColumnTypes(#"Changed Type",{{"Employee Number", type text}})

I can also use M code to set the data types myself.  I start by creating the table.

The M code I have used is:

= Table.FromRecords({ [Name = "Mary", Employee_Number = 1], [Name = "Paul", Employee_Number = 18], [Name = "John", Employee_Number = 18], [Name = "Newbie", Employee_Number = 150]} )

I have not defined data types, so both columns have type ‘Any’.  I can add a step to change this.

The M code I have used is

= type table[Name = text, Employee_Number = number]

This has created a table type.  I need another step to assign this type to my table:

The M code I have used is

= Value.ReplaceType(Source, Custom1)

My Name column is now text and the Employee_Number column is a number.

I have achieved my goal in three steps, but I can do it in two.  For that, I need to be able to specify the types when creating my table.

I have entered a step to create the types for my table (before I specify the data).  The M code is

= type table[Name = text, Employee_Number = number]

Next, I need to provide the data to populate the table.

The M code I have used is:

= #table(Source,{{"Mary",1},{"Paul",18},{"John",15},{"Newbie",150}})

My table has the correct column data types.  I can combine these steps and achieve this in one more complicated step.

The M code I have used is:

= #table(type table[Name = text, Employee_Num = number],{{"Mary",1},{"Paul",18},{"John",15},{"Newbie",150}})

I can also use Table.FromColumns, which accepts the table types as the second parameter.

The M code I have used is:

= Table.FromColumns({{"Mary", "Paul", "John", "Newbie"},{1,18,15,150}},type table [Name = text, Employee_Number = number])

My columns have the correct data type.

There are some disadvantages to declaring data types in this way which I will look at next time.

 

Come back next time for more ways to use Power Query!

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