<p>Two days ago I released the first major version in almost 2 years for <a target="_blank" rel="noopener noreferrer" href="https://github.com/shlinkio/shlink-web-client">shlink-web-client</a>, a web UI for <a target="_blank" rel="noopener noreferrer" href="https://shlink.io">shlink</a>, my self-hosted URL shortener.</p><p>This new version introduces several improvements to the project, and I thought it was worth writing a post to explain all of them in depth.</p><h3>New design</h3><p>The project has been using the same design almost since the beginning. It was clean, but it laked a bit of contrast and consistency in many sections.</p><p>Now the main background is light-gray, with components composed in white cards with a slight box shadow, that makes them easier to spot inside the app.</p><p>Also, the main area has now a max-width that prevents components from stretching too much on wide screens.</p><div class="row"><div class="col-md-6  "><img alt="Before" src="/assets/img/shlink-web-client-3/design-before.png" class="gallery-item"/><p class="text-center"><small>Before</small></p></div><div class="col-md-6  "><img alt="After" src="/assets/img/shlink-web-client-3/design-after.png" class="gallery-item"/><p class="text-center"><small>After</small></p></div></div><h3>Overview page</h3><p>Up until now, after connecting to a Shlink server, you went directly to the list of short URLs.</p><p>With this new version, you now see an overview page first, which displays some general stats, a quick short URL creation form, and the latest 5 short URLs.</p><p>From there, you can navigate to the full list of short URLs, with filtering capabilities, or go to the advanced short URL creation form.</p><div class="row"><div class="col-md-8 col-md-offset-2 "><img alt="Overview" src="/assets/img/shlink-web-client-3/overview.png" class="gallery-item"/><p class="text-center"><small>Overview</small></p></div></div><h3>Improved short URL creation form</h3><p>One of the sections with more room for improvement was the short URL creation form. It had all the inputs mixed, displaying just the &quot;long url&quot; one, with the option to un-collapsing the rest at will.</p><p>The new design groups the inputs by context, which makes it more clear. It also displays the inputs all the time, since the &quot;quick form&quot; is now located in the overview page.</p><div class="row"><div class="col-md-6  "><img alt="Before" src="/assets/img/shlink-web-client-3/creation-form-before.png" class="gallery-item"/><p class="text-center"><small>Before</small></p></div><div class="col-md-6  "><img alt="After" src="/assets/img/shlink-web-client-3/creation-form-after.png" class="gallery-item"/><p class="text-center"><small>After</small></p></div></div><h3>Enhanced visits page</h3><p>The visits page had a problem, it was trying to display too much information in a single place.</p><ul><li>Visits over time</li><li>Visits from every platform</li><li>Visits from every location</li><li>A list of visits as a table</li></ul><p>The new approach splits those in subsections with their own sub-route each (<code>/by-location</code>, <code>/by-context</code>, etc). This helps to render a smaller amount of charts at once, since they are a bit CPU greedy.</p><p>Also, only the visits from the last 30 days are loaded by default, making it load way faster for URLs with a lot of visits.</p><div class="row"><div class="col-md-6  "><img alt="Before" src="/assets/img/shlink-web-client-3/visits-before.png" class="gallery-item"/><p class="text-center"><small>Before</small></p></div><div class="col-md-6  "><img alt="After" src="/assets/img/shlink-web-client-3/visits-after.png" class="gallery-item"/><p class="text-center"><small>After</small></p></div></div><h3>Outer sections</h3><p>The app has some sections which are not related to a specific server, like creating/editing servers, or the settings page.</p><p>These sections have also been adapted to the new style, and they also have a max-width for wide screens.</p><div class="row"><div class="col-md-6  "><img alt="Before" src="/assets/img/shlink-web-client-3/create-server-before.png" class="gallery-item"/><p class="text-center"><small>Before</small></p></div><div class="col-md-6  "><img alt="After" src="/assets/img/shlink-web-client-3/create-server-after.png" class="gallery-item"/><p class="text-center"><small>After</small></p></div></div><h3>Date range selector</h3><p>A new component allows selecting date ranges either by relative time ranges (last 30 days, last 90 days...) or by selecting absolute start and end dates.</p><p>This component is used to filter both short URL lists and visits lists.</p><div class="row"><div class="col-md-6  col-md-offset-3"><img alt="Date range selector" src="/assets/img/shlink-web-client-3/date-range-selector.png" class=""/><p class="text-center"><small>Date range selector</small></p></div></div><h3>Domain selector</h3><p>Shlink has had multi-domain support for some versions, but changing the domain from the web client required to set the value manually, which is a bit error-prone.</p><p>This version introduces a new component which allows selecting from domains already used in the past (which is what you will want in most of the cases), preventing accidental typos.</p><p>It also allows setting new values in case you want to use a new domain that you never used before. This domain will then appear in the list the next time.</p><div class="row"><div class="col-md-6  "><img alt="Existing domains" src="/assets/img/shlink-web-client-3/domains-existing.png" class=""/><p class="text-center"><small>Existing domains</small></p></div><div class="col-md-6  "><img alt="New domain" src="/assets/img/shlink-web-client-3/domains-new.png" class=""/><p class="text-center"><small>New domain</small></p></div></div><h3>Other improvements</h3><p>The changes described so far were the major ones. However, v3.0.0 includes a few other minor improvements.</p><ul><li>Result and loading messages have been standardized: They are now more consistent and use the same set of components, which also ensures consistency in the future.</li><li>Error messages are now more descriptive: Instead of showing generic error messages when API calls fail, the actual error message is now always displayed, so that it&#x27;s easier to know what failed.</li><li>Dropped support for Shlink v1: All major versions come with some breaking changes that improve code maintainability. This one drops Shlink v1 support, which allows removing some conditional paths here and there.</li></ul><p>Other than the last point, Shlink v3.0.0 is mostly backwards compatible, so it&#x27;s safe to upgrade if you are already using Shlink v2.x</p><h3>Next steps</h3><p>Of course this doesn&#x27;t end here, and I have a lot of ideas to improve it even further.</p><ul><li>Dark theme: It&#x27;s what the cool kids do these days, and I have already done some experiments around it.</li><li>Shlink dashboard: Next gen web app for Shlink. You can read the whole reasoning in <a target="_blank" rel="noopener noreferrer" href="https://github.com/shlinkio/shlink-web-client/issues/338">this issue</a>.</li><li>Filtering in lists added to URL: Many sections allow filtering lists, but the state is saved in memory, which means it gets lost if the page is refreshed, and it cannot be bookmarked. The intention is to make all filtering params to become part of the URL.</li><li>Exporting visits in CSV: It&#x27;s cool to see charts full of info, but sometimes admins need to feed other services with the data, and consuming the original API is not always an option. Exporting visits to a CSV file will be supported soon by shlink-web-client.</li></ul>

Released shlink-web-client v3.0.0

<p>Let&#x27;s not deny that <a target="_blank" rel="noopener noreferrer" href="https://github.com/features/actions">GitHub actions</a> are hitting hard in the tech community, and many projects are transitioning from other continuous integration systems like <a target="_blank" rel="noopener noreferrer" href="https://circleci.com/">Circle CI</a> or <a target="_blank" rel="noopener noreferrer" href="https://travis-ci.org/">Travis CI</a>.</p><p>Personally I have been using Travis a lot during the past years, for all my OSS projects, and I have gotten very used to it.</p><p>However, people seem to be &quot;abandoning&quot; travis in favor of GitHub Actions, for different reasons. &quot;It&#x27;s faster&quot;, &quot;I can run smaller tasks in parallel&quot;, etc.</p><p>In my case, I have moved a few very specific tasks there, where travis was becoming a bottleneck, but I still have mixed feelings about the very-verbose yaml-based config needed to configure a few GitHub Actions, compared to the more concise travis one.</p><p>In this article I&#x27;ll explain how I improved a travis build to run several smaller tasks in parallel jobs, without having to completely move away from it.</p><h3>Initial state</h3><p>This project&#x27;s travis config is relatively simple. It is used to build a JS project for the web browser, and it has to run the next tasks:</p><ul><li>Lint the code, to make sure it fulfils the project&#x27;s coding standards.</li><li>Run unit tests.</li><li>Run mutation tests.</li><li>Build the docker image, to make sure none of the new changes broke it.</li><li>Conditionally publish a release on GitHub, with a dist file attached to it, if the build is being run for a git tag.</li></ul><pre><pre><code class="language-yaml">dist: bionic

language: node_js

branches:
  only:
    - /.*/

cache:
  directories:
    - node_modules

services:
  - docker

node_js:
  - &#x27;12.16.3&#x27;

install: npm ci

before_script:
  - echo &quot;Building commit range ${TRAVIS_COMMIT_RANGE}&quot;
  - export MUTATION_FILES=$(git diff ${TRAVIS_COMMIT_RANGE:-origin/main} --name-only | grep -E &#x27;src\/(.*).(ts|tsx)$&#x27; | paste -sd &quot;,&quot;)

script:
  - npm run lint
  - npm run test:ci
  - npm run mutate:ci
  - docker build -t project:test .

after_success:
  - node_modules/.bin/ocular coverage/clover.xml

before_deploy: npm run build ${TRAVIS_TAG#?}

deploy:
  - provider: releases
    api_key:
      secure: &lt;key&gt;
    file: &quot;./dist/project_${TRAVIS_TAG#?}_dist.zip&quot;
    skip_cleanup: true
    on:
      tags: true
</code></pre></pre><h3>Problems with this approach</h3><p>This is more or less ok, but the last two commands in <code>script</code> can be relatively slow and can delay the whole process.</p><p>Also, specially the mutation tests one, which is currently always considered successful regardless the result, can make the build reach the maximum run time allowed by travis, making the whole build falsely fail.</p><blockquote><p>The reason for the <code>before_script</code> step is to determine which source code files changed, and run mutation tests on them only, in order to mitigate this.</p></blockquote><p>Other than this, the build config defines &quot;global&quot; customizations that are actually only used for some tasks:</p><ul><li>Running <code>npm ci</code> is not required for the <code>docker build</code> task.</li><li>Getting the <code>docker</code> service is not required by any of the other tasks.</li><li>Determining changed files is only used by the <code>mutation tests</code> task.</li></ul><h3>Making use of jobs</h3><p>One cool feature travis supports is the use of a job <a target="_blank" rel="noopener noreferrer" href="https://docs.travis-ci.com/user/build-matrix/">build matrix</a>, that lets you define multiple jobs that run in parallel as part of the same build, and make each one of them do unrelated tasks.</p><p>Using this feature it is possible to improve the <code>.travis.yml</code> file, making it look like this:</p><pre><pre><code class="language-yaml">dist: bionic

language: node_js

branches:
  only:
    - /.*/

cache:
  directories:
    - node_modules

node_js:
  - &#x27;12.16.3&#x27;

jobs:
  fast_finish: true
  allow_failures:
    - name: &#x27;Mutation tests&#x27;
  include:

    - name: &#x27;Lint&#x27;
      install: npm ci
      script: npm run lint

    - name: &#x27;Unit tests&#x27;
      install: npm ci
      script: npm run test:ci
      after_success:
        - node_modules/.bin/ocular coverage/clover.xml

    - name: &#x27;Mutation tests&#x27;
      install: npm ci
      before_script:
        - echo &quot;Building commit range ${TRAVIS_COMMIT_RANGE}&quot;
        - export MUTATION_FILES=$(git diff ${TRAVIS_COMMIT_RANGE:-origin/main} --name-only | grep -E &#x27;src\/(.*).(ts|tsx)$&#x27; | paste -sd &quot;,&quot;)
      script: npm run mutate:ci

    - name: &#x27;Build docker image&#x27;
      services:
        - docker
      install: skip
      script: docker build -t project:test .

    - name: &#x27;Publish release&#x27;
      if: tag IS present
      install: skip
      script: skip
      before_deploy: npm run build ${TRAVIS_TAG#?}
      deploy:
        - provider: releases
          api_key:
            secure: &lt;key&gt;
          file: &quot;./dist/project_${TRAVIS_TAG#?}_dist.zip&quot;
          skip_cleanup: true
          on:
            tags: true
</code></pre></pre><p>This approach introduces all these benefits:</p><ul><li>Now linting, testing, mutation testing and building the docker image run in parallel, making the build finish earlier.</li><li>The mutation testing step is allowed to fail, and thanks to the <code>fast_finish</code> flag, travis won&#x27;t even wait for it to finish, considering the build successful once the rest have passed.</li><li>Configs that are only meaningful for certain jobs are defined in the job itself, instead of globally.</li><li>The &quot;publish release&quot; job only runs conditionally if the build is for a tag, thanks to the <code>if: tag IS present</code> condition. (More info about <a target="_blank" rel="noopener noreferrer" href="https://docs.travis-ci.com/user/conditional-builds-stages-jobs/">conditional jobs</a> in travis).</li><li>As soon as any of the jobs fails, the whole build fails and you don&#x27;t have to continue waiting. Before this, if the third task failed, you still had to wait for the previous two to finish.</li><li>Each job can have a name, making it more clear in travis UI what tasks are being run:</li></ul><p><img src="/assets/img/travis-multiple-jobs/travis-jobs.png" alt="Travis CI jobs"/></p><h3>Conclusion</h3><p>The main purpose of this article was to showcase that travis still has a lot to give. Github Actions are definitely cool, but there&#x27;s usually no silver bullet for everything, and a combination with other tools might be more suitable.</p><p>Also, this allows people using travis to improve their builds without having to change everything. Then, once you have split your tasks, if you still want to move to Github Actions, it should be easier.</p><blockquote><p>If you are curious, this is the project in which I use this travis configuration: <a target="_blank" rel="noopener noreferrer" href="https://github.com/shlinkio/shlink-web-client">shlinkio/shlink-web-client</a>.</p></blockquote>

Running several steps of a Travis CI build in parallel

<p>Asynchronous and non-blocking runtimes are pretty usual in many programming languages, as well as long-lived web apps that stay in memory and are capable of dispatching multiple HTTP requests without having to be fully bootstrapped every time. This has not been traditionally the case with PHP apps. </p><p>However, many projects are starting to get some adoption, that bring this long-lived approach to the PHP world.</p><p>The problem with this is that PHP developers are not used to this, and they tend to continue acting as they have always done. Also, libraries might have made some assumptions, making them not work as expected when used under this context.</p><p>Some of these projects are <a target="_blank" rel="noopener noreferrer" href="https://www.swoole.co.uk">swoole</a>, <a target="_blank" rel="noopener noreferrer" href="https://reactphp.org/">ReactPHP</a> or <a target="_blank" rel="noopener noreferrer" href="https://amphp.org/">Amphp</a>, to give some examples.</p><p>In this article, I will be focusing on the first one, and explain how to approach some of the pain points I have found after using it for a year and a half on an <a target="_blank" rel="noopener noreferrer" href="https://github.com/shlinkio/shlink">existing PHP project</a>.</p><h3>Introducing Swoole</h3><p>The main difference swoole has compared to other similar projects is that it&#x27;s written as a native PHP extension, and needs to be installed with <code>pecl</code>.</p><p>This is obviously a bit cumbersome, but the benefit is that, since it&#x27;s written in C++, it has a better handling of memory allocation, which is very important to achieve what it tries to do.</p><p>What swoole does is running a main process which bootstraps the PHP application once, and then keeps it in memory so that it can continue dispatching requests without having to load resources every time. This makes it really fast.</p><p>Those HTTP requests are handled by a set of child processes called &quot;web workers&quot;. Swoole forks the contents in memory for the main process to each one of the workers, so each worker has a &quot;copy&quot; of the application in memory.</p><p>Each worker is independent, but each one of them can only handle one request at a time, so you have to increase the number of workers if you expect a lot of concurrent traffic.</p><p>Other than web workers, swoole also has another set of child processes called &quot;task workers&quot;, which can be used to delegate long tasks at runtime to prevent web workers from getting blocked.</p><p>Here you can see a diagram of swoole&#x27;s architecture.</p><p><img src="https://www.swoole.co.uk/images/how-swoole-works.png" alt="How Swoole works"/></p><blockquote><p>More information can be found in <a target="_blank" rel="noopener noreferrer" href="https://www.swoole.co.uk/how-it-works">Swoole&#x27;s website</a>.</p></blockquote><h3>Problems to solve</h3><p>Now that we know how swoole works, let&#x27;s see some of the challanges I have faced in th past, which are usually not that ovbious when you are used to think in terms of &quot;blocking&quot; and &quot;short-lived&quot;.</p><h4>Database connections are kept open</h4><p>One of the first things you find out is that, since the application stays in memory, any database connection that has been opened by a worker (either web or task worker), will be kept open and reused in subsequent executions or HTTP requests served by the app.</p><p>This, which is in theory good, has a side effect, which is not obvious during development: <strong>the opened connection will eventually expire</strong>.</p><p>Since most of the popular database abstraction layers in PHP are coming from the times in which PHP was just a bootstrap-on-every-request technology, they never cared too much about expired database connections, as they would be opened again on next request.</p><p>However, when using swoole and the like, you have to implement some mechanism which takes care of reconnecting or gracefully recovering when this happens.</p><blockquote><p>I wrote an article explaining how I solved this on a middleware-based app served with swoole and using doctrine: <a href="/2019/11/04/how-to-properly-handle-a-doctrine-entity-manager-on-an-expressive-application-served-with-swoole/">How to properly handle a doctrine entity manager on an expressive application served with swoole</a></p></blockquote><p>Obviously, swoole (and also others) provides some tools to work with databases (like this <a target="_blank" rel="noopener noreferrer" href="https://www.swoole.co.uk/docs/modules/swoole-async-mysql-client">MySQL client</a>), which I&#x27;m sure do not have this problem (although, I haven&#x27;t personally tried this), but they are more limited than other well adopted libraries.</p><h4>In-memory caches don&#x27;t behave as expected</h4><p>It is a frequent practice to use local in-memory caches, like APCu, to improve applications performance in production.</p><p>Usually APCu is faster than other options, like redis or memcached, so it&#x27;s the choice when you only have one instance of your app running (meaning, you don&#x27;t have a cluster behind a load balancer).</p><p>However, even if you are running your app on just one server with swoole, because of the web worker system explained earlier, you actually have several copies of your app in memory, and each one of them will have a separated and not shared cache when using APCu.</p><p>This can lead to inconsistencies which are hard to debug, so you need to have it in mind.</p><p>Also, since the information that is being loaded is kept in memory anyway, you will not notice such a big improvement by using APCu or other in-memory caches.</p><blockquote><p>Notice that this problem does not happen when using distributed/centralized caching solutions, such as redis or memcached, as in that case, the caching technology is shared by all workers.</p></blockquote><h4>No need to optimize file including/requiring</h4><p>Many projects have complex configuration systems which are spread into several files. While this make it more maintainable, it also has a performance impact when all those files need to be loaded on every request.</p><p>Because of that, there are libraries like <a target="_blank" rel="noopener noreferrer" href="https://github.com/laminas/laminas-config-aggregator">laminas-config-aggregator</a> that can dynamically load config from many sources and, if some conditions are met, they can merge the result in a single bigger file that can be used in later requests.</p><p>In the case of swoole, as all the files will be kept in memory once loaded for the first time, there&#x27;s no need for this kind of optimization.</p><h4>Class autoloading happens once</h4><p>This point is very related with the previous one.</p><p>Composer offers a lot of optimization options so that class autoloading is faster in production. While you usually will still want to use some of those so that the first time a class is being loaded it is still reasonably fast, any subsequent hits will just use the class which is already in memory.</p><p>One of the composer flags you will probably don&#x27;t want use with swoole is <code>--apcu-autoloader</code>, because of the reasons mentioned two points above this one.</p><h4>Services should be truly stateless</h4><p>This is something that you should always do anyway, but it&#x27;s specially important when a service instance is kept in memory between HTTP requests.</p><p>Sometimes it&#x27;s easy to end up having some small piece of internal state on a service, where we save something as a side effect of a method call, to end up using it when another one of the public methods is invoked.</p><p>While this could seem harmless when the whole app is bootstrapped on every request, it can have very dangerous side effects when the app is served with swoole, because the instance will persist until another request is dispatched by the same web worker.</p><p>Just imagine you saved some user data on a service, and it ends up being served to another user on the next request. That won&#x27;t look good.</p><p>Because of this, make sure your services are truly stateless, and if for any reason that&#x27;s not possible, at least remember to have some mechanism in place that flushes the data just before finishing the request.</p><h4>Hot reloading for dev envs is not that good</h4><p>One thing we usually take for granted is that we can modify a PHP file and just by making a new request, the new code will be executed. However, when the code is kept in memory, it&#x27;s not that straightforward.</p><p>When you are developing a project which is served with swoole, you will have to restart the server every time to get your changes applied.</p><p>Swoole has a mechanism to do a light server reload, which is faster. You can find the docs in <a target="_blank" rel="noopener noreferrer" href="https://www.swoole.co.uk/docs/modules/swoole-server-reload">it&#x27;s website</a>.</p><p>The problem with this is that you need to implement the mechanism to invoke that when a file is changed, or use some library that does it for you.</p><p>Also, I have noticed that even calling that and seeing that the server is reloaded, does not always have the expected effect, and you have to still end up doing a hard reload. It&#x27;s something I don&#x27;t fully understand and I still need to investigate a bit further.</p><h3>Conclusion</h3><p>As it always happens when new technologies appear, it takes some time to get used to them, but I strongly suggest you to give a try to swoole or any other non-blocking runtime, because it makes your apps super fast.</p><p>Just remember to have all of the above in mind ;-)</p><p>That said, here you can find some libraries that will make your life easier when trying to serve existing projects with swoole, without having to couple with it and being able to continue using your favourite framework:</p><ul><li>IDE helper: <a target="_blank" rel="noopener noreferrer" href="https://github.com/swoft-cloud/swoole-ide-helper">https://github.com/swoft-cloud/swoole-ide-helper</a></li><li>Mezzio (formerly Zend Expressive): <a target="_blank" rel="noopener noreferrer" href="https://github.com/mezzio/mezzio-swoole">https://github.com/mezzio/mezzio-swoole</a></li><li>Symfony: <a target="_blank" rel="noopener noreferrer" href="https://github.com/k911/swoole-bundle">https://github.com/k911/swoole-bundle</a></li><li>Laravel: <a target="_blank" rel="noopener noreferrer" href="https://github.com/swooletw/laravel-swoole">https://github.com/swooletw/laravel-swoole</a></li></ul><p>Also, here you can find some more articles talking about this topic:</p><ul><li><a target="_blank" rel="noopener noreferrer" href="https://www.zend.com/blog/why-you-should-use-asynchronous-php">https://www.zend.com/blog/why-you-should-use-asynchronous-php</a></li><li><a target="_blank" rel="noopener noreferrer" href="https://samsonasik.wordpress.com/2020/04/05/using-swoole-in-mezzio-application-with-sdebug/">https://samsonasik.wordpress.com/2020/04/05/using-swoole-in-mezzio-application-with-sdebug/</a></li></ul>

Considerations when working with async PHP runtimes like swoole

<p>Some of you probably know that I have a pet project in which I like to work from time to time. This project is a self-hosted URL shortener called <a target="_blank" rel="noopener noreferrer" href="https://shlink.io">Shlink</a>.</p><p>Shlink is built using expressive as the base framework for the HTTP-dispatching task. A while ago, an expressive module was released to officially support serving expressive apps with <a target="_blank" rel="noopener noreferrer" href="https://www.swoole.co.uk/">swoole</a>, and I decided to include it on Shlink.</p><h3>How does swoole work?</h3><p>Swoole is an asynchronous non-blocking I/O framework which works in a similar way as node.js, but for PHP apps.</p><p>It has been conceived in a way that the app stays in memory between requests, removing the bootstrapping step and making apps to be served much faster.</p><p>Swoole can serve as many simultaneous requests as you tell it to. For this it makes use of workers. Each worker can serve one request at a time, and every worker has a separate instance of the app loaded in memory (this is something I <a target="_blank" rel="noopener noreferrer" href="https://twitter.com/dominikzogg/status/1189403552399134720">learned recently</a>).</p><p>Because of this, you have to sometimes change a bit the way you design your code. For example, if a service needs to be stateful (it shouldn&#x27;t, but shit happens), you will have to remember that the state will persist between requests, and you will want to somehow reset it to avoid unexpected side effects.</p><h3>How does this affect the EntityManager?</h3><p>One of the main services that keeps this internal state in Shlink is the doctrine <a target="_blank" rel="noopener noreferrer" href="https://www.doctrine-project.org/projects/doctrine-orm/en/current/tutorials/getting-started.html#obtaining-the-entitymanager">EntityManager</a>.</p><p>Due to the fact that it was originally designed to be used on a classical web server + CGI context, assuming it would be recreated on every request, there are a few considerations to take into account:</p><ul><li>It implements the unit of work pattern. It internally keeps track of all the entities that have been created/changed until you decide to flush it.</li><li>If something fails, the <code>EntityManager</code> can get closed, which makes it unusable after that moment.</li><li>If the database connection expires, the <code>EntityManager</code> will not gracefully recover. Instead, it will fail, since it&#x27;s not aware of the connection not being usable, getting yourself in previous point.</li></ul><h3>How to workaround it</h3><p>I learned about these issues by try and error, by using it on the app and getting the failures. Now, I want to share how I workaround those issues.</p><p>The first one I faced was the one making the app unusable after the <code>EntityManager</code> was closed. In order to solve this I created a decorated instance (naming, an object implementing <code>EntityManagerInterface</code> which in turn was wrapping an actual <code>EntityManager</code>), which was making sure the wrapped instance was transparently recreated if at some point it was closed.</p><p>However, this caused some side effects, and I finally realized that it was better to make the <code>EntityManager</code> to have to be reopened from the outside, and only once per request (this is closer to how it would behave on a classical set-up).</p><p>That&#x27;s how I came up with the <code>ReopeningEntityManager</code> Shlink is currently using (as of v1.20.0):</p><pre><pre><code class="language-php">&lt;?php

declare(strict_types=1);

namespace Shlinkio\Shlink\Common\Doctrine;

use Doctrine\ORM\Decorator\EntityManagerDecorator;

class ReopeningEntityManager extends EntityManagerDecorator
{
    /** @var callable */
    private $createEm;

    public function __construct(callable $createEm)
    {
        parent::__construct($createEm());
        $this-&gt;createEm = $createEm;
    }

    public function open(): void
    {
        if (! $this-&gt;wrapped-&gt;isOpen()) {
            $this-&gt;wrapped = ($this-&gt;createEm)();
        }
    }
}
</code></pre></pre><blockquote><p>You can find the actual code in <a target="_blank" rel="noopener noreferrer" href="https://github.com/shlinkio/shlink-common/blob/master/src/Doctrine/ReopeningEntityManager.php">shlink-common</a>.</p></blockquote><p>It just expects a factory that creates the actual <code>EntityManager</code>, and exposes an <code>open</code> public method which re-creates the wrapped instance if closed.</p><p>This method is called from a <a target="_blank" rel="noopener noreferrer" href="https://www.php-fig.org/psr/psr-15/">PSR-15</a> middleware which needs to be registered early in the middleware pipeline. It makes sure the method is called before the next middleware on the stack is invoked:</p><pre><pre><code class="language-php">&lt;?php

declare(strict_types=1);

namespace Shlinkio\Shlink\Common\Middleware;

use Psr\Http\Message\ResponseInterface;
use Psr\Http\Message\ServerRequestInterface;
use Psr\Http\Server\MiddlewareInterface;
use Psr\Http\Server\RequestHandlerInterface;
use Shlinkio\Shlink\Common\Doctrine\ReopeningEntityManager;

class CloseDbConnectionMiddleware implements MiddlewareInterface
{
    /** @var ReopeningEntityManager */
    private $em;

    public function __construct(ReopeningEntityManager $em)
    {
        $this-&gt;em = $em;
    }

    public function process(ServerRequestInterface $request, RequestHandlerInterface $handler): ResponseInterface
    {
        $this-&gt;em-&gt;open();

        try {
            return $handler-&gt;handle($request);
        } finally {
            $this-&gt;em-&gt;getConnection()-&gt;close();
            $this-&gt;em-&gt;clear();
        }
    }
}
</code></pre></pre><blockquote><p>Again, the code can be found in <a target="_blank" rel="noopener noreferrer" href="https://github.com/shlinkio/shlink-common/blob/master/src/Middleware/CloseDbConnectionMiddleware.php">shlink-common</a></p></blockquote><p>This middleware also does two more things (this time, after calling the next middleware on the stack, and making sure it does it even if an exception is thrown).</p><ul><li>It first closes the database connection. By doing it so, we make sure the <code>EntityManager</code> will reconnect the next time it needs to interact with the database, and therefore, we avoid the &quot;expired connection&quot; issue.</li><li>Then it clears the <code>EntityManager</code> itself. This avoids memory leaks, and also prevents that any orphan/non-flushed entity &quot;transcends&quot; to the next request, solving the first problem.</li></ul><h3>Further considerations</h3><p>This approach has been working well so far, but it&#x27;s important to assume that the <code>EntityManager</code> was not really designed for this non-blocking kind of context.</p><p>You need to know that the worker making use of it will not be able to serve any request until the <code>EntityManager</code> finishes its job. Because of this you might want to increase the number of swoole workers.</p><p>Also, closing the DB connection on every request is not the most optimal approach. It would be perfect to have a connection pool that was able to recreate connections when expired, and to keep them open as long as possible for faster operations. However, the <code>EntityManager</code> was not designed for that, so it&#x27;s better to close it.</p><p>You also need a <code>callable</code> to pass to the <code>ReopeningEntityManager</code>. The way you solve this depends on your implementation and the dependencies you use.</p><p>In my case, in Shlink I make use of the <code>ServiceManager</code>, so I have a delegator factory which takes the actual factory and passes it to the <code>ReopeningEntityManager</code>:</p><pre><pre><code class="language-php">&lt;?php

declare(strict_types=1);

namespace Shlinkio\Shlink\Common\Doctrine;

use Psr\Container\ContainerInterface;

class ReopeningEntityManagerDelegator
{
    public function __invoke(ContainerInterface $container, string $name, callable $createEm): ReopeningEntityManager
    {
        return new ReopeningEntityManager($createEm);
    }
}
</code></pre></pre><blockquote><p>You can find the actual code in <a target="_blank" rel="noopener noreferrer" href="https://github.com/shlinkio/shlink-common/blob/master/src/Doctrine/ReopeningEntityManagerDelegator.php">shlink-common</a>.</p></blockquote><h3>Conclusion</h3><p>I wanted to write this article as a recap for myself too, since I had to ask and investigate many times, and I couldn&#x27;t find a single source of truth explaining everything.</p><p>I hope that, if you ended up here, this article served you well.</p>

How to properly handle a doctrine entity manager on an expressive application served with swoole

<p>For a long time, I have been trying to include tests in every project in which I&#x27;ve worked on.</p><p>There are several types of automated tests (or what should actually be called <a target="_blank" rel="noopener noreferrer" href="https://abstracta.us/insights/guide-continuous-testing/automated-checks">automated checks</a>). From unit tests, integration and functional tests, to end-to-end tests.</p><p>Each one of them differs from the rest by the scope they try to cover. From small units of code which are tested completely detached from external dependencies, to a whole app which is tested as a black box like if an end consumer was using it.</p><p>I&#x27;m not going to deeply discuss the semantics behind this, or where an integration test ends and an end-to-end test starts, because it&#x27;s quite frequently a blurry line.</p><p>I want to focus on unit tests, and a frequently used practice (even in my own tests), which I have read (and felt) several times, it might not be the best approach.</p><blockquote><p>This article is not focused on any particular technology, since I have found this in a lot of different projects.</p></blockquote><h3>What&#x27;s a unit test</h3><p>According to <a target="_blank" rel="noopener noreferrer" href="https://en.wikipedia.org/wiki/Unit_testing">Wikipedia</a>, unit testing is a &quot;method by which individual units of source code [...] are tested to determine whether they are fit for use&quot;.</p><p>While this might look like a clear definition, it&#x27;s actually quite open because, what&#x27;s a &quot;unit&quot; in the context of unit testing?</p><p>Very often, in object oriented programming projects, people take a class as a unit to test, and create a unit test for every class. In other paradigms, like functional programming, you might consider a function as the unit to be tested, or a set of functions which you have decided to put together in a module.</p><p>This is not really important for the purpose of this article. What&#x27;s really important is to take into account that, in order to properly &quot;unit test&quot; a &quot;unit of source code&quot;, you have to do it by isolating it from any dependency of that unit.</p><p>One of the better ways to achieve this is by following the <strong><a target="_blank" rel="noopener noreferrer" href="https://en.wikipedia.org/wiki/Dependency_inversion_principle">Dependency Injection Principle</a></strong>. Without it you will probably end up trying to hack yourself in order to detach a &quot;unit&quot; from its dependencies.</p><blockquote><p>You can find other articles about <a href="/tag/dependency-injection/">Dependency Injection</a> in my blog.</p></blockquote><h3>Replacing dependencies</h3><p>A very frequent practice when unit testing a unit of source code is to replace its dependencies with <a target="_blank" rel="noopener noreferrer" href="https://en.wikipedia.org/wiki/Test_double">test doubles</a>, in order to properly isolate every unit when testing it.</p><p>Test doubles are basically objects compatible with the dependencies of the subject under test, that are created just for the purpose of the test and have some useful capabilities, like capturing how they have been called, or what should they return when called.</p><p>When you use one of those test doubles to assert how they were called as part of the test itself, you are using them as &quot;spies&quot;.</p><h3>Over-trusting spies</h3><p>All this introduction and contextualization had a single purpose.</p><p>I find myself (and others) in the situation in which you prepare a test double to behave in a certain way, then you call your subject under test, and then assert that your expectations on how the test double was called are correct, by spying on it.</p><p>This sometimes feels wrong, since it seems you are testing the test double/s instead of the subject under test.</p><p>I have read many times that, in a unit test, we should not actually know the internal implementation of the subject under test, but only test that, based on certain input, the expected output is returned (so, trust its public API).</p><p>However, there are cases in which some function/method does not really have any output, and we can only verify everything is going right by spying on the test doubles.</p><p>So, at the end of the day, I have mixed feelings about this practice.</p><h3>Conclusion</h3><p>Sadly, I cannot state a clear conclusion. This is actually an open article, and I would love to get your point of view in the form of a <a href="#comments-box">comment</a>.</p><p>It would be great to see how others face this, if you use other kinds of test doubles instead of spies, or if you are just ok with the implications.</p>

Is spying on mocks a bad practice for unit tests?

<p>I&#x27;ve been wanting to write this article for a while, but it is a subject complex to approach.</p><p>Lately I&#x27;ve had some &quot;conflicts&quot; with users in some of the open source software (OSS) projects I maintain, and I have also seen some of the people I follow on Twitter dealing with the same.</p><p>Because of that I wanted to share my point of view on what should be the attitude and considerations when using OSS.</p><h3>Company vs personal</h3><p>The first thing you have to take into account when using OSS, is that there are two kinds of projects which usually have different goals.</p><h4>Company projects</h4><p>It is very common that companies which activity is related with software or make a deep use of technology, publish their own OSS projects.</p><p>These projects are usually born from some need the company has had which is not strictly part of their domain.</p><p>Thanks to publishing these projects they can find new talent (among contributors), or position themselves in the industry.</p><p>It&#x27;s also quite common that companies provide paid services which are related with these OSS projects, like specific hostings or deployment services, or just consultancy on using them.</p><h4>Personal projects</h4><p>There&#x27;s also projects which are usually maintained by one person, or a very small team, during their own free time.</p><p>These projects are created by people who do it mainly because they love to program and want to share something they have done.</p><p>The goal here is to get some visibility, show some skills, learn something new and contribute to the open source community.</p><p>While the main purpose is not usually getting money, they frequently accept donations and sponsorships.</p><hr/><p>Now we know the two main groups of OSS projects. Sometimes we think they are the same, but company projects are usually maintained by people which is paid by a company, and do it during their working hours.</p><p>On the other hand, personal projects cannot get that much attention and resources, so they cannot progress as fast as the company ones.</p><h3>Considerations</h3><p>That said, when we want to use an open source project or contribute to it, there are a few things to take into account.</p><h4>Always be polite</h4><p>While using a project, you will probably end up finding something is not working as you expected, or you&#x27;ll develop a new need for which the project does not provide a solution.</p><p>When reporting bugs or asking for new features, always try to <strong>be polite</strong>. Provide as many details as possible, be descriptive and help maintainers reproduce the issue.</p><p>If you are asked to do some tests and get back with the result, try to find the time to do it. You may think that&#x27;s not your work, but the issue will get solved much earlier and you will avoid frustrations.</p><p>There&#x27;s a formula I like to use when reporting issues, which consists in filling this template:</p><ul><li>I did <em>[action]</em>.</li><li>I expected <em>[behavior]</em> to happen.</li><li>Instead <em>[other_behavior]</em> happened.</li></ul><p>This will simplify maintainers see the user&#x27;s intention, and detect confusions which are not actually bugs. Helping the user use the tool will be easier this way.</p><h4>Don&#x27;t take anything for granted</h4><p>Just because you open a ticket, does not mean the team is going to work on it right away. There are several reasons that could delay it.</p><ul><li>The project has other priorities.</li><li>It&#x27;s hard to reproduce.</li><li>There&#x27;s no one available to work on it.</li><li>Maintainers just want to spend their time in something else (specially in the case of personal projects).</li></ul><p>The people working in the project is usually dealing with a much wider scope than you might think, so you have to be patient and understand this.</p><p>It could also happen that they don&#x27;t really want to maintain what you proposed, even though it&#x27;s a supper critical feature for you, but a project will never be able to cover the 100% of use cases.</p><h4>Consider contributing</h4><p>One of the main principles of the open source philosophy is collaboration.</p><p>If you have been using an OSS project, the best way to show some appreciation and collaborate with its continuity is by contributing to it.</p><p>There are several ways to contribute.</p><ul><li>You could improve the documentation,</li><li>You could provide some PR fixing some bug or improving the code.</li><li>You could provide some PR with some new feature.</li><li>You could make some economic donation or sponsorship.</li></ul><p>The last one is very rare, specially among individual users, but if your company is taking advantage of an OSS project, you should consider it.</p><p>For the other three cases, if there&#x27;s something you think you can help with, there&#x27;s something to take into account in relation with previous point. You should <strong>always ask first</strong>.</p><p>Maybe someone is already working on something similar, or the team has some ideas in mind that could be shared before starting any implementation, or, as I said before, maybe they just don&#x27;t want to maintain it.</p><p>If you ask first you will save yourself some time and frustrations.</p><h4>Follow the project rules</h4><p>All projects have rules, and I&#x27;m talking about any kind of rule. How to write issues, the code of conduct, the coding standards, the amount of people that need to approve a PR before merging it...</p><p>You have to always follow these rules. Don&#x27;t try to enforce something just because you consider it better.</p><p>If the project requires the use of spaces for indentation but you used tabs because you like them better, don&#x27;t get mad if maintainers don&#x27;t want to merge your PR.</p><h4>Don&#x27;t take it personally</h4><p>And finally, because of the reasons exposed in previous points, there will be decisions you don&#x27;t like.</p><p>Don&#x27;t take it personally, because it&#x27;s not in most of the cases.</p><p>Your issue could be closed because you didn&#x27;t follow the issue template, or because they asked you to check something and you didn&#x27;t give any feedback after some days.</p><p>Understand this can happen, and you can always be polite and open a discussion, but never get mad and accuse the team to be unfair or treat you in the wrong way.</p><h3>Conclusion</h3><p>This article describes a set of rules that should help people using OSS projects and people maintaining them to understand each other, but focusing on the former.</p><p>I will try to write something similar but focusing on how maintainers should behave. We obviously forget some times that there&#x27;s people trusting on us when using the software we write.</p>

Considerations to properly use open source software projects

<p>Some of you know that I work now as a full stack javascript developer, and I have interacted with a few different projects, both in front-end javascript and in nodejs.</p><p>My main concern about javascript has been that, apparently, the community has not adopted one of the practices that, for me, has been the most game changing of all: <strong>Dependency Injection</strong>.</p><blockquote><p>Take into account that this is my relative point of view, from a community which is still quite new to me, so if you find that something I say makes no sense at all, you are more than welcome to <a href="#comments-box">leave a comment</a>.</p></blockquote><h3>Current state of DI in JS</h3><p>At the moment of writing this article, I have made some research, and my feeling is that only very strict object-oriented projects based on <code>Typescript</code> introduce the concept of Dependency Injection.</p><p>Frameworks like <a target="_blank" rel="noopener noreferrer" href="https://angular.io/"><code>Angular</code></a> and <a target="_blank" rel="noopener noreferrer" href="https://nestjs.com/"><code>NestJS</code></a> include dependency injection containers which allow us solving the dependency injection problem in a more than decent way.</p><p>However, these solutions force us to write a code which feels too coupled with the framework.</p><p>I have also found what seems to be a pretty popular framework-agnostic dependency injection container, <a target="_blank" rel="noopener noreferrer" href="http://inversify.io/"><code>InversifyJS</code></a>, which again, seems to be more <code>Typescript</code> oriented (despite the fact that it says it&#x27;s for plain javascript as well).</p><p>From my point of view, the main problem with this one is that its too complex to get it up and running, which makes people get tired of even trying dependency injection.</p><p>Other than this, I have not seen much adoption in plain javascript projects (maybe more functional than object-oriented), where developers just import or require the dependencies to be used from other modules and use them, which couples the code and makes it really hard to test (at least unit test).</p><h3>Good dependency injection</h3><p>I want to start by trying to define how I feel dependency injection should be done, so that it&#x27;s flexible and useful, and not scary to use:</p><ul><li><p>We should be able to write code in javascript modules in a way we don&#x27;t care where our dependencies come from, or how are they going to be created.</p><p>  I have seen some attempts in which dependencies are imported or required in the code, but then the module exports some way to override the dependency at runtime (with the intention to do it in tests).</p><p>  This is a sort of working approach, but it feels a little bit hacky. It&#x27;s also always importing external code which could have other side effects.</p></li><li><p>We should never be forced to couple our own code with the dependency injection framework. At some point we could want to change the implementation, and that shouldn&#x27;t make us change our code.</p></li><li><p>The dependency injection container (which is the object which encapsulates how dependencies are created and injected into objects, <strong>DIC</strong> from now on), should never leak into our code.</p><p>  It belongs to bootstrapping scripts only. It is also acceptable to get it in code which only purpose is creating objects in the context of dependency injection itself.</p><p>  By importing or requiring the DIC inside modules, we are hiding the module&#x27;s dependencies, and ending up with the ugly service locator anti pattern.</p></li><li><p>Configuring the DIC should always be an easy task. We should be able to just provide simple configuration or simple factories for corner cases in which a basic config is not enough.</p><p>  When the DIC is hard to configure or too feature-bloated, people end up with the feeling that dependency injection is not worth it.</p></li><li><p>The DIC should be able to recursively resolve dependencies. We shouldn&#x27;t need to know what are the dependencies of our dependencies. When creating an object, it should be enough to just pull its direct dependencies from the container, and it should know how to recursively resolve the rest.</p></li></ul><p>With all this in mind, I have created a proof of concept <a target="_blank" rel="noopener noreferrer" href="https://expressjs.com/"><code>express.js</code></a>-based project which makes use of a very simple custom DIC to solve dependency injection.</p><p>You can find the project <a target="_blank" rel="noopener noreferrer" href="https://github.com/acelaya-blog/dependency-injection-container-js">here</a>.</p><h3>Explaining the proof of concept</h3><p>The project is pretty simple. You can just clone it and then run <code>npm install &amp;&amp; node server.js</code>. It will serve the app in <a target="_blank" rel="noopener noreferrer" href="http://localhost:3000">localhost:3000</a>.</p><p>The default path just displays a &quot;Hello World&quot; message, and it has a second <a target="_blank" rel="noopener noreferrer" href="http://localhost:3000/users">/users</a> path which returns a JSON response where some data is dynamically generated. You can refresh the page in order to see it.</p><p>The main characteristic of this project is that, if you open any of the files in <code>controllers</code> or <code>services</code>, you&#x27;ll see they don&#x27;t import or require anything.</p><p>Instead they just expose a builder function (or factory function, or construction function, or whatever you want to name it), which in turn returns the actual object which is going to be used at runtime (remember that, in javascript, functions are first-class objects).</p><p>Let&#x27;s take the <code>listUsersController</code> as an example:</p><pre><pre><code class="language-js">const listUsersController = getUsers =&gt; (req, res, next) =&gt; {
    const users = getUsers();
    res.send(JSON.stringify(users));
};

module.exports = listUsersController;
</code></pre></pre><p>What this module exports is a function where a dependency has to be injected. However, when implementing the controller, we don&#x27;t care where it is going to come from. We just expose the fact that the controller needs that <code>getUsers</code> dependency in order to properly work.</p><p>When that function is called with the dependency, it will return the actual controller (a simple express middleware).</p><p>The only place where actual modules are imported is the <code>config/services.js</code> file, which is a simple map where we basically define which are the dependencies for every object.</p><pre><pre><code class="language-js">const homeControllerFactory = require(&#x27;../controllers/homeController&#x27;);
const listUsersControllerFactory = require(&#x27;../controllers/listUsersController&#x27;);

const utils = require(&#x27;../services/utils&#x27;);
const getUsersFactory = require(&#x27;../services/getUsers&#x27;);

const services = {
    mainController: container =&gt; homeControllerFactory(),
    listUsersController: container =&gt; {
        const getUsers = container.get(&#x27;getUsers&#x27;);
        return listUsersControllerFactory(getUsers);
    },

    utilsService: container =&gt; utils,
    getUsers: container =&gt; {
        const utils = container.get(&#x27;utilsService&#x27;);
        return getUsersFactory(utils);
    }
};

module.exports = services;
</code></pre></pre><p>This file only defines how the builder/creator/factory functions for every object have to be invoked, by first pulling their direct dependencies from the container, if any.</p><p>This file is then imported in the <code>server.js</code> file, which is our entry point. Together with the <code>container/container.js</code> file, they make a super basic dependency injection container.</p><p>Since this DIC is capable of recursively resolving dependencies, our <code>server.js</code> file is the only place where we manually pull objects from the container (the controllers in this case).</p><pre><pre><code class="language-js">const express = require(&#x27;express&#x27;);
const services = require(&#x27;./config/services&#x27;);
const container = require(&#x27;./container/cotainer&#x27;)(services);

const app = express();
const port = 3000;

// We pull the controllers from the container here
app.get(&#x27;/&#x27;, container.get(&#x27;mainController&#x27;));
app.get(&#x27;/users&#x27;, container.get(&#x27;listUsersController&#x27;));

app.listen(port, () =&gt; console.log(`Example app listening on port ${port}!`));
</code></pre></pre><h3>Evolving the proof of concept</h3><p>We have defined a pretty simple approach where we have been able to fulfil all the requirements for a good dependency injection.</p><p>The code is easy to maintain, completely decoupled from the container and from other modules, and registering objects just takes two or three lines of code.</p><p>The main problem is that we are now forced to maintain a too basic DIC which also lacks some basic features, like lazy loading or avoiding the same service to be created more than once.</p><p>In order to solve that, we are going to introduce a project dependency on the <a target="_blank" rel="noopener noreferrer" href="https://github.com/young-steveo/bottlejs"><code>BottleJS</code></a> package, which is a dependency injection <em>micro</em> container.</p><p>Thanks to that package, we can evolve and merge our <code>config/services.js</code> and <code>container/container.js</code> files into a single one which looks like this:</p><pre><pre><code class="language-js">const Bottle = require(&#x27;bottlejs&#x27;);
 
const homeControllerFactory = require(&#x27;../controllers/homeController&#x27;);
const listUsersControllerFactory = require(&#x27;../controllers/listUsersController&#x27;);

const utils = require(&#x27;../services/utils&#x27;);
const getUsersFactory = require(&#x27;../services/getUsers&#x27;);

const bottle = new Bottle();

bottle.constant(&#x27;utilsService&#x27;, utils);
bottle.serviceFactory(&#x27;getUsers&#x27;, getUsersFactory, &#x27;utilsService&#x27;);

bottle.serviceFactory(&#x27;mainController&#x27;, homeControllerFactory);
bottle.serviceFactory(&#x27;listUsersController&#x27;, listUsersControllerFactory, &#x27;getUsers&#x27;);

module.exports = bottle.container;
</code></pre></pre><p>It&#x27;s basically the same, but this time, we just need to pass the list of dependencies for every object by its name to a <code>Bottle</code> instance, and then export the bottle container.</p><p>This container has also a few interesting extra features which might be handy in larger projects.</p><blockquote><p>The amount of stars in this package makes me think that maybe my previous conclusion was wrong, and dependency injection is more extended in javascript projects than I thought.</p></blockquote><p>You can find the whole proof of concept project using <code>BottleJS</code> in the same repository, under the <code>with-bottle</code> branch, <a target="_blank" rel="noopener noreferrer" href="https://github.com/acelaya-blog/dependency-injection-container-js/tree/with-bottle">here</a>.</p><h3>Conclusion</h3><p>My conclusion is that dependency injection in plain javascript and even non object-oriented projects is, not only possible, but desirable.</p><p>Having a really decoupled codebase, where true <a target="_blank" rel="noopener noreferrer" href="https://en.wikipedia.org/wiki/Dependency_inversion_principle">dependency inversion</a> is achieved thanks to dependency injection, will make our projects much easier to maintain in the long term, and easier to unit test.</p><blockquote><p>I have not covered other scenarios in this article, like front-end application with <a target="_blank" rel="noopener noreferrer" href="https://reactjs.org/">ReactJS</a> or <a target="_blank" rel="noopener noreferrer" href="https://vuejs.org/">VueJS</a>. I will try to do it in the future, when I have become wiser :P</p></blockquote><blockquote><p><strong>Update 2018-12-16:</strong> I have found an article where <a target="_blank" rel="noopener noreferrer" href="https://medium.com/@magnusjt">Magnus Tovslid</a> proposes a very similar approach but for ReactJS and Redux front-end applications. Take a look at it, it&#x27;s very interesting. <a target="_blank" rel="noopener noreferrer" href="https://medium.com/@magnusjt/inversion-of-control-and-di-in-reactjs-and-redux-35161fcef847">Inversion of Control and DI in Reactjs and Redux</a></p></blockquote>

Dependency injection in nodejs projects

<p>A couple years ago I wrote a <a href="/2016/06/12/using-service-manager-3-lazy-services-to-improve-your-php-application-performance/">post</a> about how to improve PHP applications performance by using <code>zend-servicemanager</code> lazy services.</p><p>In that article I explained how the <code>ServiceManager</code> takes advantage of the proxy design pattern to delay the creation of services, when they are marked as <strong>lazy</strong>.</p><p>That can improve performance if the object is resource consuming, but that is not the only advantage behind proxies.</p><h3>A use case</h3><p>Some days ago I was working on a new feature for <a target="_blank" rel="noopener noreferrer" href="https://shlink.io">Shlink</a>, an open source project I maintain.</p><p>The feature consisted on adding support to geolocate IP addresses by using <a target="_blank" rel="noopener noreferrer" href="https://dev.maxmind.com/geoip/geoip2/geolite2/">GeoLite2</a>, an IP address database which is updated every month.</p><p>They have an official <a target="_blank" rel="noopener noreferrer" href="https://github.com/maxmind/GeoIP2-php">PHP library</a>, which exposes a <code>GeoIp2\Database\Reader</code> service where you need to inject the path to the GeoLite2 library file.</p><p>Since <strong>Shlink</strong> uses the <code>zend-servicemanager</code> to manage dependency injection, I created a factory like this (these examples are pseudocode):</p><pre><pre><code class="language-php">&lt;?php
declare(strict_types=1);

namespace Shlinkio\Shlink\Factory;

use GeoIp2\Database\Reader;
use Interop\Container\ContainerInterface;
use Zend\ServiceManager\Factory\FactoryInterface;

class GeoLiteReaderFactory implements FactoryInterface
{
    public function __invoke(ContainerInterface $container, $requestedName, array $options = null)
    {
        $geoLiteDbLocation = $container-&gt;get(&#x27;config&#x27;)[&#x27;geolite2&#x27;][&#x27;db_location&#x27;] ?? &#x27;&#x27;;
        return new Reader($geoLiteDbLocation);
    }
}
</code></pre></pre><p>And then registered it like this:</p><pre><pre><code class="language-php">&lt;?php
declare(strict_types=1);

namespace Shlinkio\Shlink\Common;

use GeoIp2\Database\Reader;
use Shlinkio\Shlink\Factory\GeoLiteReaderFactory;

return [

    &#x27;dependencies&#x27; =&gt; [
        &#x27;factories&#x27; =&gt; [
            Reader::class =&gt; GeoLiteReaderFactory::class,
        ],
    ],

];
</code></pre></pre><p>Then I registered other services which were depending on this one, and everything seemed to be ok.</p><h3>The issue</h3><p>My intention was to download the GeoLite2 database during <strong>Shlink</strong>&#x27;s installation.</p><p>The problem is that the <code>GeoIp2\Database\Reader</code> service throws an exception if the file you specified does not exist, and the first time <strong>Shlink</strong> is executed, it does not exist.</p><p>The way I designed my service graph was making the <code>GeoIp2\Database\Reader</code> object to be instantiated, and throw an error before being able to download the file.</p><p>I started to think on ways to workaround this issue, but none of them seemed clean enough.</p><p>Then I thought &quot;maybe I can wrap the object somehow, so that it is not created until it is going to be actually used&quot;, and then I realized that was exactly what a Proxy does, and also, that the <code>ServiceManager</code> includes its own implementation to do this.</p><h3>The solution</h3><p>The solution was pretty straightforward. I just had to mark the service as lazy, changing the configuration to this:</p><pre><pre><code class="language-php">&lt;?php
declare(strict_types=1);

namespace Shlinkio\Shlink\Common;

use GeoIp2\Database\Reader;
use Shlinkio\Shlink\Factory\GeoLiteReaderFactory;
use Zend\ServiceManager\Proxy\LazyServiceFactory;

return [

    &#x27;dependencies&#x27; =&gt; [
        &#x27;factories&#x27; =&gt; [
            Reader::class =&gt; GeoLiteReaderFactory::class,
        ],
    ],
    
    &#x27;delegators&#x27; =&gt; [
        Reader::class =&gt; [
            LazyServiceFactory::class,
        ],
    ],
    
    &#x27;lazy_services&#x27; =&gt; [
        &#x27;class_map&#x27; =&gt; [
            Reader::class =&gt; Reader::class,
        ],
        &#x27;proxies_target_dir&#x27; =&gt; &#x27;data/proxies&#x27;,
        &#x27;proxies_namespace&#x27; =&gt; &#x27;ShlinkProxy&#x27;,
        &#x27;write_proxy_files&#x27; =&gt; true,
    ],

];
</code></pre></pre><p>And that&#x27;s it. No further code changes were needed, only configuration.</p><p>With this change, the constructor of the <code>GeoIp2\Database\Reader</code> is no longer run until the object is going to be actually used, which allows <strong>Shlink</strong> to be installed, and the database file to be downloaded.</p><blockquote><p>If you want to more deeply understand what the new config actually means, it is explained in detail in my <a href="/2016/06/12/using-service-manager-3-lazy-services-to-improve-your-php-application-performance/">previous article</a> about lazy services.</p></blockquote><h3>Conclusion</h3><p>With this article I just wanted to share how to solve a specific issue introduced by third party code, where you don&#x27;t have the &quot;power&quot; to change the implementation.</p><p>I also wanted to expose a real use case, which will probably remind you to some real situation in which you have faced a similar problem in the past.</p>

Delay constructor execution by using ServiceManager lazy services

<p>I have written a lot of posts about Zend Framework in general and Zend Expressive in particular, but I have noticed that I have never talked about one of the things that, from my point of view, makes Expressive so game-changing, <strong>Interoperability</strong>.</p><h3>Some context</h3><p>In the past, PHP frameworks used to be very big libraries, which tried to provide solutions to any possible problem in order to retain users.</p><p>At that time, you had to decide which framework you wanted to use, by weighing pros and cons. People ended up saying &quot;I prefer framework <em>foo</em>, because it has a better templating system&quot;, &quot;ok, but framework <em>bar</em> has a better performance and its dependency injection approach is delightful&quot;.</p><p>It wasn&#x27;t easy to pick the best part of each framework (or the parts you liked the most) and be able to use them in the same project. You couldn&#x27;t just take the templating system from <em>foo</em> and make it work with the dependency injection approach from <em>bar</em>.</p><p>Because of this, the <a target="_blank" rel="noopener noreferrer" href="https://www.php-fig.org/">PHP Framework Interop Group</a> was born (PHP-FIG from now on). Its goal was to define standard recommendations that frameworks and libraries could adhere to.</p><p>At some point this would mean that frameworks would use compatible APIs in their different components and people would be able to easily change one specific component by another.</p><h3>Expressive&#x27;s interoperability</h3><p>Mostly all frameworks which are part of the PHP-FIG have more or less adopted these standard recommendations. If you have been working with PHP in the last 3-4 years, you know it is now much easier to &quot;mix&quot; libraries and frameworks in the same project.</p><p>However, the one which has been capable of making interoperability part of its essence is <a target="_blank" rel="noopener noreferrer" href="https://docs.zendframework.com/zend-expressive/">Zend Expressive</a> (probably because it was born in that period and interoperability was one of its main design goals).</p><p>Expressive itself does not provide solutions to almost anything. Instead, it relies in a series of interfaces and abstractions in order to get everything working.</p><p>Some of those abstractions are PHP Standard Recommendations (PSRs) from the PHP-FIG.</p><ul><li>It is a middleware-based framework, so it expects your middlewares and actions (request handlers) to implement <a target="_blank" rel="noopener noreferrer" href="https://www.php-fig.org/psr/psr-15/">PSR-15</a> interfaces. This way, your own code is not coupled with Expressive at all.</li><li>In order to dispatch this middlewares they use a middleware dispatcher, <a target="_blank" rel="noopener noreferrer" href="https://docs.zendframework.com/zend-stratigility/">Zend Stratigility</a> in this case, which also implements PSR-15&#x27;s request handler interface.</li><li>It is also a web framework, so it needs to dispatch HTTP requests. For this, it expects you to include a library implementing <a target="_blank" rel="noopener noreferrer" href="https://www.php-fig.org/psr/psr-7/">PSR-7</a>. They provide one implementation, <a target="_blank" rel="noopener noreferrer" href="https://docs.zendframework.com/zend-diactoros/">Zend Diactoros</a>, but you can use whatever you want.</li><li>Expressive promotes Dependency Injection, so it expects a dependency injection container to be used. Once again, they expect any container implementing <a target="_blank" rel="noopener noreferrer" href="https://www.php-fig.org/psr/psr-11/">PSR-11</a>, so you can use the container of your choice and everything will work.</li></ul><p>The PHP-FIG still has some work to do in different areas. For those cases in which there&#x27;s no standard recommendation, Zend&#x27;s team has defined a few own interfaces and abstractions Expressive relies on in order to ease decoupling and extendability.</p><ul><li>Routing: You can pick one of provided implementations or define your own (<a target="_blank" rel="noopener noreferrer" href="https://github.com/acelaya/expressive-slim-router">I&#x27;ve done it</a> and it wasn&#x27;t that hard)</li><li>Templating: If you need to render templates, expressive has official support for three templating systems, but as in previous case, you can use other engines with a minimal effort.<br/>
However, you are not forced to use a templating system if you don&#x27;t need it, which is great.</li><li>Error handling: You shouldn&#x27;t handle errors the same way in production and development environments. Expressive&#x27;s abstractions let you use different approaches, with great integration to use <a target="_blank" rel="noopener noreferrer" href="http://filp.github.io/whoops/">Whoops</a> in development, but you could use something like <a target="_blank" rel="noopener noreferrer" href="https://tracy.nette.org/en/">Tracy</a> too.</li></ul><p>All of these abstractions are defined in separated packages, so in the future, if the PHP-FIG accepts a PSR for any of these things, Zend Expressive will probably start supporting them and drop these packages&#x27; interfaces as far as possible.</p><h3>Expressive&#x27;s extendability</h3><p>There are a lot of things a real project needs which have been left out of expressive&#x27;s scope, which is in fact good.</p><p>You will probably need some way to handle configuration. Expressive doesn&#x27;t tell you what to use, because usually config is consumed before the request is even dispatched, so there&#x27;s no need for any kind of integration.</p><p>You will also need something to connect to a database, or consume external services. Once again, use whatever you want.</p><p>If you need to be able to run your app from the command line, expressive and the HTTP layer won&#x27;t even come in place. For that purpose, Zend&#x27;s team recommends using <a target="_blank" rel="noopener noreferrer" href="http://symfony.com/doc/current/components/console.html">symfony/console</a> these days. In fact, there are a few CLI utilities for expressive which have been built with that component, like <a target="_blank" rel="noopener noreferrer" href="https://github.com/zendframework/zend-expressive-tooling">zend-expressive-tooling</a>.</p><p>Of course, all of this flexibility is great for experienced developers, but newcomers need a little bit of help to begin with. That&#x27;s why a <a target="_blank" rel="noopener noreferrer" href="https://github.com/zendframework/zend-expressive-skeleton">skeleton project</a> was created.</p><p>The skeleton is installed using an interactive process which let&#x27;s you choose the different components to be used, and the project approach you want to take.</p><p>This wide range focus makes expressive fit any project. Also, despite the fact that it can be considered a microframework, I can tell you it <a href="/2016/07/21/project-scalability-with-zend-expressive/">scales quite well</a>.</p><h3>Proof of concept</h3><p>Ok, perfect, interoperability runs in expressive veins, but I don&#x27;t want you to just take my word. That&#x27;s why I have built an example project where I use a variety of libraries and components for every task.</p><p>In order to build the project, I have used the skeleton mentioned before, and then tweaked it a little bit. You can find it here: <a target="_blank" rel="noopener noreferrer" href="https://github.com/acelaya-blog/expressive-interoperability-proof-of-concept">https://github.com/acelaya-blog/expressive-interoperability-proof-of-concept</a> </p><p>These are the components I have used:</p><ul><li>DI Container: <a target="_blank" rel="noopener noreferrer" href="http://php-di.org/">PHP-DI</a></li><li>Router: <a target="_blank" rel="noopener noreferrer" href="https://github.com/acelaya/expressive-slim-router">Slim framework v2</a></li><li>Template renderer: <a target="_blank" rel="noopener noreferrer" href="https://twig.symfony.com/">Twig</a></li><li>HTTP abstraction: <a target="_blank" rel="noopener noreferrer" href="https://github.com/guzzle/psr7">Guzzle PSR-7 HTTP message library</a></li><li>Error handling: <a target="_blank" rel="noopener noreferrer" href="http://filp.github.io/whoops/">Whoops</a></li></ul><p>The result is that very few of the code is actually from <code>Zend</code>&#x27;s namespace.</p><p>The project includes the instructions to run it and see how everything is in fact working. It also includes one option in the menu to see an error page.</p><h3>Conclusion</h3><p>From my point of view, full-stack and coupled frameworks are something from the past. I like to be free to choose the tools I want to use in a project for every task, and to be able to use the best ones or the ones I like the most.</p><p>For me, it makes no sense these days to ask &quot;What PHP framework do you use?&quot;, because thanks to the PHP-FIG and initiatives like Expressive it&#x27;s more and more hard to answer.</p><p>Of course, if the full-stack approach is the one that fits you and makes you be more productive, I&#x27;m nobody to say otherwise :-)</p>

Demonstrating the interoperability and decoupling of Zend Expressive

<p>There&#x27;s no doubt that having tests in a project allows you to find potential bugs earlier and more easily.</p><p>Lots of OSS projects require a minimum code coverage in order to accept new pull requests from contributors, and proprietary projects also tend to have some sort of continuous integration workflow which requires certain metrics to be fulfilled in order to get builds passing.</p><p>However, the code coverage can lead to a false sense of security, which makes you think that if certain class has a 100% code coverage, it is also 100% bug-free.</p><p>This is not always true, since you could be calling a method and yet not being properly testing its output or its real behavior. The code coverage will mark it as covered, but you might introduce a bug and still have a green test.</p><p>This is where mutation testing comes in.</p><h3>Mutation testing</h3><p>According to <a target="_blank" rel="noopener noreferrer" href="https://en.wikipedia.org/wiki/Mutation_testing">wikipedia</a>, mutation testing involves applying small modifications to a software. These modifications are called mutations.</p><p>Then, if you pass your tests and any of them fails because of this &quot;mutation&quot;, then you have &quot;killed the mutant&quot;. This is what should happen in code which is covered by tests. If tests keep passing after applying this modification, then your tests covering that part of the project are not so good, and you should improve them to <strong>really</strong> test what they are covering.</p><p>So in other words, mutation testing is a quality assurance practice for your tests.</p><p>In PHP projects, there used to be one library which purpose was working with the mutation testing approach, <a target="_blank" rel="noopener noreferrer" href="https://github.com/humbug/humbug">humbug/humbug</a>. However, it is mostly abandoned now, and it has motivated the appearance of another project, <a target="_blank" rel="noopener noreferrer" href="https://infection.github.io/">infection/infection</a>.</p><h3>Infection</h3><p>Infection is a mutation testing framework for PHP.</p><p>It is easy to start using it in your project, since you just need to install it (<code>composer require infection/infection --dev</code>), and create a configuration file. Then, it uses your existing test suite in order to apply mutations to your code and check your tests.</p><p>It currently integrates with <a target="_blank" rel="noopener noreferrer" href="https://github.com/sebastianbergmann/phpunit/">phpunit</a> and <a target="_blank" rel="noopener noreferrer" href="https://github.com/phpspec/phpspec">phpspec</a>, but I suppose there will be compatibility with other testing frameworks in the future.</p><h4>Configuring infection</h4><p>It consumes an <code>infection.json</code> configuration file which could have a structure like this:</p><pre><pre><code class="language-json">{
    &quot;source&quot;: {
        &quot;directories&quot;: [
            &quot;module/*/src&quot;
        ]
    },
    &quot;timeout&quot;: 10,
    &quot;logs&quot;: {
        &quot;text&quot;: &quot;build/infection/infection-log.txt&quot;,
        &quot;summary&quot;: &quot;build/infection/summary-log.txt&quot;,
        &quot;debug&quot;: &quot;build/infection/debug-log.txt&quot;
    },
    &quot;tmpDir&quot;: &quot;build/infection/temp&quot;,
    &quot;phpUnit&quot;: {
        &quot;configDir&quot;: &quot;.&quot;
    }
}
</code></pre></pre><p>This is the configuration of one of my company&#x27;s projects. A modular application where every module is located inside the <code>module</code> directory and has its own <code>src</code> folder with source files.</p><p>This config file basically defines where the sources are located, where infection&#x27;s logs should be placed, a temporary folder which will be used instead of using system&#x27;s default tmp folder, and where is the <code>phpunit.xml[.dist]</code> file.</p><p>That&#x27;s all you need to get infection working.</p><blockquote><p>You can find detailed information of all the configuration options <a target="_blank" rel="noopener noreferrer" href="https://infection.github.io/guide/usage.html#Configuration">here</a></p></blockquote><h4>Running infection</h4><p>Now that we have the configuration file, we just need to run <code>vendor/bin/infection</code>, and it will execute our test suite and then apply mutations to our source files.</p><p>Then it will display the result, telling how many mutants have been killed.</p><p>Infection supports lots of mutators, like replacing <code>++</code> by <code>--</code>, <code>true</code> by <code>false</code>, changing method visibilities, return values, etc. You can find the whole list <a target="_blank" rel="noopener noreferrer" href="https://infection.github.io/guide/mutators.html">here</a>.</p><p>The command line tool supports a list of modifiers, some of which are very interesting. This is how I would recommend you to run it if you want to address the whole project.</p><p><code>vendor/bin/infection --threads=4 --min-msi=70 --only-covered --log-verbosity=2</code>.</p><ul><li><code>--threads</code>: It runs tests and mutators in parallel processes, so you can take advantage of all the cores in your machine. Set a value that makes sense your you. If you have 8 cores, maybe you want to set it with value 8.</li><li><code>--min-msi</code>: This flag makes the process fail if the number of killed mutants is below certain percentage. In this case we require 70% of mutants to be killed. Adapt the value to your needs, and try to gradually improve your tests and increase this value (MSI stands for <em>Mutation Score Indicator</em>).<br/>This flag is really useful in continuous integration environments.</li><li><code>--only-covered</code>: This makes infection address only covered code. We know mutants won&#x27;t be killed in uncovered code, so I think it makes no sense to apply mutators there.<br/>I prefer to separate the <em>required code coverage</em> metric from the <em>required mutation score indicator</em> metric.</li><li><code>--log-verbosity</code>: By default, infection logs all the mutations it has applied to your code. This could lead to a log with thousands of lines if the project is big, so I prefer to set the log verbosity to <strong>2</strong>, which makes it log only non-killed mutants.</li></ul><p>And that&#x27;s mainly it. You can now automate this task in your continuous integration pipeline, or just run it locally, but at least you will discover some parts both in your source files and your tests that can be improved.</p><h3>Troubleshooting</h3><p>While this could be enough for an introduction to infection, the title of this article says something about <strong>big projects</strong>, so I&#x27;m going to explain how we integrated infection in one of my company&#x27;s biggest projects and how we addressed some inherent problems.</p><h4>Already unstable</h4><p>The first problem while working with infection is that, at the moment of writing this article, it&#x27;s not in a stable version yet. That means you could find bugs.</p><p>We found one in which infection wasn&#x27;t properly parsing our phpunit config file and it was excluding almost the whole project from the code coverage report. This caused all mutations to be skipped.</p><p>We reported it and they fixed it very fast, but they haven&#x27;t tagged a version including the fix yet, so we require one specific commit from master while we wait for v0.8 to be released.</p><h4>Time consuming</h4><p>Another problem is that infection consumes a lot of memory and CPU, and takes a lot of time to be run when you have a lot of classes and tests.</p><p>For example, our project has around 1500 unit tests, which take about 1&#x27;5min-2min to be run. Our build process also passes some coding style checks and functional repository tests. It usually takes about 3 minutes.</p><p>The first time we run infection for the whole project, it took more than 16 minutes. That would make a build which is taking 3 minutes to take almost 20 minutes from now on, which is not an option because our build is run a lot of times every day.</p><p>Our solution was making the build run infection only on changed sources, taking advantage of infection&#x27;s <code>--filter</code> flag, which lets you pass a comma-separated list of files and it gets applied only to them.</p><p>The way in which we find which files have changed from previous build is by making a <code>git diff</code> between a commit from previous successful build and the new commit after updating the branch in which the build is being run (the commit identifiers are defined by jenkins&#x27; GIT plugin as environment variables).</p><p>If it is the first time the build is run for this branch, we make the diff with <code>origin/develop</code> instead.</p><p>The result is a bash script like this:</p><pre><pre><code class="language-bash"># Get files which have changed from latest processed commit, including only those inside sources
# If there&#x27;s no previous commit, diff with develop
INFECTION_FILTER=$(git diff ${GIT_PREVIOUS_SUCCESSFUL_COMMIT:-origin/develop} $GIT_COMMIT --name-only | grep /src/ | paste -sd &quot;,&quot; -)

# Check mutations over those files, if any, and require a 70% MSI
if [ -n &quot;$INFECTION_FILTER&quot; ]; then
    vendor/bin/infection --threads=4 --min-msi=70 --only-covered --log-verbosity=2 --filter=&quot;${INFECTION_FILTER}&quot;
else
    echo &quot;No source files affected. Infection skipped.&quot;
fi
</code></pre></pre><p>As you can see, we perform a diff by including only file names, then we exclude those which do not contain &quot;/src/&quot; as part of the name, and then we convert them into a comma-separated list.</p><p>With this approach, the build usually takes 1 extra minute in the worst case scenario, which can be assumed.</p><p>However, I&#x27;m sure the performance of this project will be improved as it grows and gets more stable.</p><h4>Test run duplication</h4><p>While previous approach filters the files where mutations are applied, it is still running all tests beforehand, which makes all tests to be run twice on every build.</p><ul><li>First, our own execution, which generates a code coverage report to be published later, and makes the build fail if tests do not pass.</li><li>Then, infection runs tests again, on its own &quot;conditions&quot; (they take your phpunit config file and generate a new one, which has some custom configuration entries).</li></ul><strike>If it were possible to pass infection an already generated code coverage, we could prevent this duplication, but, as far as I know, it does not support that.</strike> **It does now**.<p>Another solution would be being able to run only tests which affect changed sources, instead of running all tests suites, but phpunit does not allow to filter by a list of files, only a specific file or folder.</p><strike>This is the only problem for which we have not yet found a solution, so If you know any workaround, a comment will be very welcome :-)</strike><p><strong>Update 2018-02-22</strong></p><p>Following what Maks suggested in this <a href="#comment-3762900802">comment</a>, we have changed the process a little bit, and using a more recent commit from <code>dev-master</code>, we can take advantage of a feature which allows an existing code coverage to be passed to infection.</p><p>Now, our phpunit execution includes these two flags: <code>--coverage-xml=build/coverage-xml --log-junit=build/phpunit.junit.xml</code></p><p>And then, infection is executed with <code>--coverage=build</code>.</p><p>That&#x27;s it, no need to run tests twice anymore :-)</p><h4>Xdebug vs phpdbg</h4><p>Since infection needs access to a code coverage report, you need some tool which is capable of generating it.</p><p>People usually use xdebug, since it is the most extended and feature-rich debugging tool.</p><p>However, there&#x27;s a simpler tool, which is designed to debug php console executions only, and comes bundled with php. It is <a target="_blank" rel="noopener noreferrer" href="https://github.com/krakjoe/phpdbg">phpdbg</a>.</p><p>In our project, it usually takes 30%-50% less time to generate a code coverage report than xdebug. The result is not 100% the same, but it is very similar, and it&#x27;s worth it.</p><p>So, instead of running infection like this:</p><pre><pre><code>vendor/bin/infection --threads=4 --min-msi=70 --only-covered --log-verbosity=2 --filter=&quot;${INFECTION_FILTER}&quot;
</code></pre></pre><p>We have to do it like this</p><pre><pre><code>phpdbg -qrr vendor/bin/infection --threads=4 --min-msi=70 --only-covered --log-verbosity=2 --filter=&quot;${INFECTION_FILTER}&quot;
</code></pre></pre><p>It is explained in <a target="_blank" rel="noopener noreferrer" href="https://infection.github.io/guide/usage.html#Running-with-phpdbg">infection&#x27;s docs</a>.</p><p>We have even started to use it to run our own phpunit execution.</p><h3>Conclusion</h3><p>We have seen how to use infection, and how to integrate it in a continuous integration pipeline, even for <strong>big projects</strong>.</p><p>I think it is a very useful tool, and the team behind it is doing a great job. It is also not hard to start using it, since you don&#x27;t really need to write new code, just add a config file and run the CLI tool.</p><p>Finally, I recommend you to read this article, from infection&#x27;s author. It explains how it internally works, and how to use it in a development workflow <a target="_blank" rel="noopener noreferrer" href="https://medium.com/@maks_rafalko/infection-mutation-testing-framework-c9ccf02eefd1">https://medium.com/@maks_rafalko/infection-mutation-testing-framework-c9ccf02eefd1</a>.</p>

Alejandro Celaya | Blog

Software development, agile methodologies and open source projects.

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Mutation testing with infection in big PHP projects