This is the last chapter with exercises / examples for machines. As you noticed, machines get more chapters than any other topic! This reflects how important they are. How, in the end, all your programs will be built from many tiny machines that do one specific thing.

At Bags III I explained the CRUD system. How every bag of data should support the four operations: Create, Read, Update and Delete. If you research how to do those in your language—or write it yourself—you can solve any problem. Because you can manipulate data any way!

Hey, that’s a good idea: writing it ourselves. Let’s write a very simple CRUD system :)

The task

We have a list of items in that shopping cart again. We want to support the four basic actions:

  • Create: create a new bag
  • Read: read what’s inside the bag.
  • Update: add a new element
  • Delete: remove an element

These are four individual, separate actions. So what do we do? We write four machines: one to do each action.

Create

Write a machine that creates a new bag, given its first element as input.

Icon to signal a Data Transformation.
Value & Machine
 => 
Bag
Click to unfold (and show solution)
Results
Click to unfold (and show solution)
Results

Read

Write a machine that accepts a bag as input and prints what is inside. To keep things simple, let’s say we only want to print the last element.

Icon to signal a Data Transformation.
Bag & Machine
 => 
Value
Click to unfold (and show solution)
Results
Click to unfold (and show solution)
Results

Update

Write a machine that accepts two inputs: a bag and a new element. It should add the element to the bag, but only if it doesn’t exist yet!

Icon to signal a Data Transformation.
Value, Bag & Machine
 => 
Changed Bag
Click to unfold (and show solution)
Results
Click to unfold (and show solution)
Results

Delete

Write a machine that deletes the last item from a cart. However, if the cart is already empty, it shouldn’t try to do anything! (That would crash, as there’s nothing to delete)

Icon to signal a Data Transformation.
Bag & Machine
 => 
Changed Bag
Click to unfold (and show solution)
Results
Click to unfold (and show solution)
Results

Conclusion

With these four simple machines, you’ve created a whole system to work with your “shopping cart”. With some additions, this is the basis for an online shop.

Because what else is there to do? Besides creation, reading, updating and deleting?

This extends to any “data structure” you invent yourself. This works the same way for a list of players, or a bag holding a game world, or a table with highscores. The more complex your code, the more you have to invent your own structure and write some simple CRUD operations for it.

Doing these exercises, you also saw the “gotchas” with each type. For example, deleting an element from a bag should be forbidden if the bag is empty. Or adding something new should be forbidden if it already exists.

Also notice how I enabled that “scope blocking” again in this chapter. We have to give our cart to the machine. It doesn’t know about the bag that exists outside of it.

This is good. Now our code says exactly what it needs and what it does. We will never be surprised because a bag has changed out of nowhere, nor will a machine struggle to find a bag. Because we have given the thing it needs, and nothing else.

Programming this way—“functional programming”—will always lead to clean and error-free code. All it takes is a tutorial that teaches you these good habits right from the start 😉

Remark

Many tutorials will teach you lots of things about “objects” and “classes”. While certainly useful and something to study, it starts new coders off with bad habits. Because for 99% of problems, you don’t need that complexity, and it actually gets in the way. Just simple machines based on what they do is fine for most coding problems.

And when in doubt, always start with the CRUD.

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