TDD MOOC: Small, safe steps
This is a refactoring exercise to practise doing small, safe steps.
Refactor the code in src/prices.mjs to replace all usages of the Date class with the Temporal.PlainDate class.
Alternatively you may refactor the statically typed version: src/prices_typed.ts
(In test/date_conversion.spec.mjs there are learning tests about using the Temporal API.)
Repeat this refactoring many times.
Focus on doing as small changes as possible, so that all the tests will pass between every change. Make it your goal to change at most 2 lines at a time. It's even possible to do this refactoring by changing only 1 line at a time, though that will require some unconventional refactoring strategies and good familiarity with JavaScript, because then you can no longer change a function signature and all calls to that function at the same time. (In real life, changing 1-3 lines at a time is normal.)
Try out different approaches. For example refactor starting from where the Date value is created vs. where it is used.
You may also try copying a function, changing the new function, and then migrating all code to use it one-by-one,
instead of changing an existing function.
Get to know your IDE and the automated refactorings it provides. Try refactoring golf and get the lowest score possible.
Whether a change is big or small, is not always proportional to its diff size. What matters is the locality of the change. Real applications contain more code than is feasible to read and keep in your head. Thus while refactoring, you should minimize the amount of information that needs to be kept in your head.
A change is small when just by looking at a local change (e.g. the code within a single function) you can prove that it doesn't break any code elsewhere in the system.
Such changes can be made mechanically in a second or two, without much thinking, so you can quickly do lots of them. Running all tests between every change, you'll find out immediately if you broke something, so fixing it is easy and quick. Often the fastest fix is to just undo the failed change and try again, but with even smaller steps.
With good support for automated refactorings in your IDE, it can expand the range of safe moves. For example, it may allow changing a function signature and all calls to that function in a single step.
One very common refactoring strategy is to have the new and old code exist side-by-side, until all code has been migrated to use the new code, and the old code can be removed.
(It works also for entire systems, such as the change from NMT to GSM networks. And lots of public sector IT projects fail because of doing a big bang release instead of parallel change.)
For example, start from where the old value is produced, create the new value there, and pass it side-by-side with the old value deeper down the call chain.
Example:
const date = parseDate(req.query.date);
const cost = calculateCost(age, type, date, baseCost);Add the new date2 variable and pass it to every function that takes the old date variable:
const date = parseDate(req.query.date);
const date2 = parsePlainDate(req.query.date);
const cost = calculateCost(age, type, date, baseCost, date2);Next go inside the calculateCost function, change it to use date2, and forward the variable to the next level of
functions. Repeat until every function has been migrated use date2.
This refactoring strategy is demonstrated at https://youtu.be/MMAXNUCPMBw
Another refactoring strategy is to create a migration boundary at one edge of the codebase, and push the migration incrementally through the whole codebase. This works when the old value contains all data necessary for producing the new value. (There's no official name for this refactoring, so let's call it conversion propagation for now.)
For example, start where the old value is used, and convert it to the new value right before using it. Push the conversion up the call stack one function at a time, until you reach where the old value was originally created.
Example:
function isMonday(date) {
return date.getDay() === 1;
}Migrate the lowest level function to use the converted value:
function isMonday(date) {
return convert(date).dayOfWeek === 1;
}Then do the extract parameter refactoring and push the
conversion to the caller of isMonday. The call site changes from isMonday(date) to isMonday(convert(date)) and the
function now takes the new value as a parameter:
function isMonday(date) {
return date.dayOfWeek === 1;
}Repeat for each function, until the conversion has propagated up to the place where the old value is produced and you can produce the new value there directly.
This refactoring strategy is demonstrated at https://youtu.be/5jXgXip5LhA
If you set the environment variable MAX_CHANGES to 1 or higher, the tests will automatically check with Git that at
most that many lines have been modified.
This can be combined with test && commit || revert (TCR):
Use the npm run tcr command to commit or revert the changes automatically depending on whether the tests passed.
By default the npm run tcr command sets MAX_CHANGES=2. To increase the difficulty, you can use the
command: MAX_CHANGES=1 npm run tcr (Mac/Linux).
If your editor runs Prettier automatically on save, you might want to disable it to avoid accidentally changed lines.
This exercise is part of the TDD MOOC at the University of Helsinki, brought to you by Esko Luontola and Nitor. This exercise is based on the Lift Pass Pricing Refactoring Kata by Johan Martinsson.
You'll need a recent Node.js version. Then download this project's dependencies with:
npm install
This project uses Vitest, Chai and SuperTest for testing.
Run tests once
npm run test
Run tests continuously
npm run autotest
Run tests TCR style. Defaults to MAX_CHANGES=1
npm run tcr
MAX_CHANGES=2 npm run tcr
Start the application
npm run start
Code reformat
npm run format