2016年に IBM が IBM Q Experience として 5量子ビットの量子コンピュータをクラウド上に無料で開放して数年、Microsoft の Azure Quantum と Amazon の Amazon Bracket が、限定公開ながら相次いで発表されました。量子コンピュータが誰でも使える環境が整いつつあります。
動作原理が現行コンピュータとは根本から異なる上に、現時点ではアセンブラレベルのプログラミング言語しか用意されておらず、しかも実用的なアプリケーションへの適用がまだできないと、3重苦のような環境ですが、20年後は日常的に使われているのではないかと夢想します。
といっても、今の機械学習がアルゴリズムの詳細を理解しなくても使えるように、量子プログラミングもライブラリを呼ぶだけになるのだと思います。論理回路を知らなくてもウェブサイトは作れるし、イーサネットケーブルを流れる信号について知らなくても HTTP で通信できます。
知らなくても使える。でも知らないで使うのは嫌なので、20年後を目指して、量子プログラミングの勉強をすることにしました。
続きを読む
Qiitaが毎年開催している「Qiita Advent Calendar」に、リンクバルのエンジニアも参加しています。
Qiita Advent Calendarとは、クリスマスまでの日数をカウントダウンするアドベントカレンダーの習慣にもとづいて毎年12月1日から25日までの期間限定で展開される記事投稿イベントです。
2018年6月、弊社にて「OpenSesameプロジェクト」が立ち上がりました。
目的はその名の通り、「開けゴマ」です。
DeepLensを使用して会議室のドアを自動で解錠します。
今回は自動解錠システムの実装として
・Rekognition API での顔認証
・Raspbery Pi のGPIO制御
をメインにお話します。
DeepLensの基本事項や設定方法については過去記事で紹介しておりますのでそちらをご覧ください。
過去記事
AWS DeepLensを購入しました〜セットアップ編〜
AWS DeepLensを購入しました〜映像をみる、SSH接続編〜
AWS DeepLensを購入しました〜サンプルプロジェクトデプロイ編〜
AWS DeepLensを購入しました〜コミュニティプロジェクトデプロイ編〜
Hi! I’m Dennis and I’ve been working at Linkbal as a software engineer since October 2017. In Part 1, we took a quick look at Jekyll and how to create and deploy a website to GitHub Pages. In this second and final part, let’s explore some of the customization features Jekyll provides us. 続きを読む
Hi! I’m Dennis and I’ve been working at Linkbal as a software engineer since October 2017.
In this second part on the series (Part 1 here), we are going to take a deeper look on application manifests and start talking about service workers.
A line like the below, mentioned before, is used activate the application manifest.
[html] <link rel="manifest" href="/manifest.json">If the application is accessed by unsupported browsers, this line will simply be ignored, so the app can still be used without problems.
The current state of browser support for the web app manifest can be found at Web App Manifest – Can I Use.
For the remaining of this series of articles, I prepared a very basic project that can be used to practice what was learned. At this point, it has the minimum we need to start building upon: the main screen with an example journal entry and a button that opens a modal to add new entries, navigation and a help page. Also, the project already contains a web app manifest.
You can find the project in the link below and the only requirement is to have Node.js installed.
https://github.com/denakitan/progressive-journal
Clone the project to your machine and run:
[bash] $ npm installThis will install the http-server package and start the development server. You can open the application by accessing the address that the server outputs and you can probably access http://localhost:8080 by default.
The Demo App
After starting the application as described in the previous item, we can now check the validity of our app manifest file by opening the “Developer Tools” in Chrome. In the tools, we can check the “Application” tab and click the “Manifest” option in the sidebar, as shown below:
The App Manifest section in Chrome’s Developer Tools
This section should display errors and warnings in the case of issues with the manifest.json file.
During the development process, we will probably want to test the app on an actual device. This way, we can add a shortcut to the app on the device’s homescreen, for example.
But, instead of a real device, we can use the Android emulator that comes with Android Studio. We are not going to cover the installation of Android Studio, but it should be straightforward to install it with the default options.
After starting Android Studio, we want to start a virtual device to test our application. Unfortunately, it is only possible to do that within a project. So, we need create a new project and it is OK to do that using the default settings.
With a new project opened, we can access the virtual devices manager by selecting “Tools” > “AVD Manager” or by clicking the “AVD Manager” icon in the toolbar. After that, it is necessary to create a new virtual device and the article Create and manage virtual devices explains how to do so. Preferably, we want to use a virtual device with the most recent version of Android, as it should contain a quite recent version of Chrome installed, so we don’t need to install a more recent version of it manually.
After creating and starting the virtual device, let’s open Chrome. To access our application, we need to type http://10.0.2.2:8080 in the address bar. This is the address that is mapped to the localhost in the virtual device. From there, we can use the “Add to Home screen” on Chrome to add a shortcut in our device.
Add to Home screen
Now, it is time to work on service workers, the most important piece that makes an app a PWA. We already introduced the subject in Part 1, but we are going to go much deeper in the subject from now on.
The browser uses a single thread to run all the JavaScript in a page, as well as to perform layout, reflows, and garbage collection [1].
But, as mentioned before, service workers run in a separate thread from the JavaScript that runs on the web pages (the main thread). They run in the background, are decoupled from the HTML pages and have access to a different set of features compared to the main thread. They cannot access the DOM on the application pages directly, but because they run in the background, service workers can listen to events emitted by those pages and even listen to messages from other servers, to display push notifications, for example.
As mentioned above, service workers stays in the background listening for events. Below, some of the events service workers can react to are listed:
Fetch – service workers can listen to fetch events, that are triggered every time a resource (an image file or a CSS file, for example) needed by the page is requested to the server by the browser. Thanks to the fetch event, service workers can intercept and manipulate those network requests, blocking them or returning cached assets, for example.Push Notifications – service workers can listen to push notification events even if the application is already close, helping bringing the users back to the application by showing useful notifications on their phones, for example. We can also react to the user interaction to those notifications through service workers, allowing us to program what happens when the user taps a push notification on their devices.Background Synchronization – on a situation of unstable internet access, we can schedule a user action to be synced to the remote server once the internet connection is re-established. This task can be performed by the service worker once it receives an event indicating the connection is back.Lifecycle Events – as we are going to see in the next section, we can program certain actions to be executed during the lifecycle of a service worker.Service workers live in its own JavaScript file and need to be registered by the JavaScript code running in the main thread. Through the registration process, we request the browser to run our service worker code as a background process.
Registering a service worker will cause the browser to start the service worker install step in the background [2]. This triggers the install event, when we have the opportunity to cache some static assets.
Also part of the registration process is the service worker activation, that triggers the activate event, when we can cleanup resources used in previous versions of a service worker script [3]. Once it is activated, the service worker transitions to an idle state, when it is ready to handle functional events.
Because the code for the service worker registration runs in the main thread, it is run every time the application reloads. But, it is not the case for the installation process, as it is only run again if the service worker code changes.
Finally, when not in use, service workers are terminated what does not mean they are uninstalled, as they are automatically re-enabled when an event is triggered.
States in the Service Worker Lifecycle. Image: Service Workers
As we can check in Is service worker ready?, browser support is already very good.
According to Can I use…, browser support currently covers more than 89% of the users.
Now, it’s time to register a service worker for the demo app mentioned before.
The first thing to do is to create a JavaScript file for the service worker. The location of this file is very important because it determines the scope of the service worker. In many cases, we want our service worker to be able to affect our entire application. To do so, we need to create the new file in the root folder of our project, that is the public folder in the case of our demo app.
So, we are going to create a new file called sw.js, although it can have any name we want.
Before implementing our service worker, let’s register it in our app.js file. Because we don’t know which page the user will access first, it is important to guarantee that the code to register the service worker run in all pages of our application. We can do so by executing the registration process in the app.js file because it is imported in both the main index.html and the help page index.html.
Let’s add the code below to /public/src/js/app.js:
In the code above, we are checking if the browser supports service workers to avoid trying to run code that will not work. After that check, we are asking the browser to register the /sw.js file as a background process.
Now, let’s start the development server if it’s not started already and refresh our application. The console in the Dev Tools should output Service worker registered as expected. We can also check the “Service Worker” section in the “Application” tab, where it show that our service worker is activated and running.
Service Worker Status in the Chrome Dev Tools
In this section, we are going to handle some events in the service worker lifecycle. Let’s edit the /sw.js file we created previously:
self.addEventListener(‘activate’, e => {
console.log(‘[Service Worker] Activating the service worker…’, e)
return self.clients.claim()
})
[/js]
The line return self.clients.claim() ensures the service worker is activated correctly. It may become unnecessary in the future, but for now this helps make the registration process more robust. Now, let’s refresh our application and we will see that the registration and installation console.log() are displayed in the “Console”, but the activation output is not shown.
This is expected behavior and, if we take a look at the “Application” tab in “Chrome Dev Tools”, we can see that our service worker shows a “waiting to activate” state. When your application is already open, service workers will be installed but not activated. The reason is: the application may still be interacting with the old service worker and activating a new version of the service worker which may contain breaking changes, can make the application misbehave. Therefore, we can make our service worker activate by closing the application (all the tabs/windows running the application) and reopening it.
If we do that, we will see the activation log will be displayed in the “Console” and the “Application” tab will no longer show the “waiting to activate” status. That’s the behavior of the activation process of service workers, but we have a couple of ways to make a new version activate, as shown below:
As the last step in this article, let’s write an event handler to deal with the “Fetch” event, that is triggered whenever an asset is needed by the application.
[js] self.addEventListener(‘fetch’, e => {The method e.respondWith allow us to customize how to respond to each fetch event. For now, it was just placed here to call attention to it as we are not doing any manipulation.
This is it for now. In the next article, we will introduce caching with service workers.
Hello there! My name is Adam, an aspiring DevOps engineer who joined the Infrastructure team of Linkbal this year in February. My main focuses are optimizing the AWS environments and the server middleware. Occasionally I will make something cool and useful, most likely involving AWS, which I would like to share with you.
Today, I will be detailing how to schedule a security update script to be run on an EC2 Linux instance on a time schedule, then push the output logs to a Slack channel for everyone to see.
First, let’s consider what we want to achieve, so as to determine what the end result should be:
The 3rd point is important as it adds a layer of convenience to the method. If it ever becomes necessary to stop the updates, we want to be able to do so quickly and easily, without having to remove what we put in place.
The source code originally came from here: Slack notification via curl
The diagram was drawn using a free account in LucidChart.[code] #!/bin/bash
# This script runs a security update then pushes the output to Slack.
VAR1=$(sudo yum update –security -y)
IP=$(curl ifconfig.me)
function post_to_slack () {
SLACK_MESSAGE="\`\`\`$1\`\`\`"
SLACK_URL={Slack web hook} # Replace this with your own web hook, without the braces
case "$2" in
INFO)
SLACK_ICON=’:slack:’
;;
WARNING)
SLACK_ICON=’:warning:’
;;
ERROR)
SLACK_ICON=’:bangbang:’
;;
*)
SLACK_ICON=’:slack:’
;;
esac
curl -X POST –data "payload={\"text\": \"${SLACK_ICON} ${SLACK_MESSAGE}\"}" ${SLACK_URL}
}
post_to_slack "Result of security update for $IP: $VAR1" "INFO"
exit 0
[/code]
We have now configured for security updates to run on the AWS EC2 Linux instance on a specific time schedule, with the result of the update being sent to a channel in Slack. The script can be turned on/off easily from the AWS console (or by the AWS CLI) and we can change the time schedule there as well.
Let us now consider the advantages and disadvantages of this method.
Overall we have achieved what we set out to do. There are ways we could improve the script, but for now this is more than suitable.
I hope you have enjoyed this post, it’s a simple start with many more things to come. See you next time!
Hi! I’m Dennis and I’ve been working at Linkbal as a software engineer since October 2017.
This is the first part in a series of articles about Progressive Web Apps or PWAs. I am currently taking the following course at Udemy and I am writing these articles to help me consolidate the earned knowledge: Progressive Web Apps (PWA) – The Complete Guide
As you can notice by reading articles such as Seriously, though. What is a progressive web app?, it is very difficult to describe what a PWA actually is, but I will give it a try.
Progressive Web Apps (PWAs) are web applications that behaves like native mobile applications. They do so by using a set of techniques and technologies to provide end-users with features they usually find on native apps, such as:
It’s difficult to define PWAs as there is not a single specific criteria to consider an app a PWA, so it is even more difficult (if not impossible) to call an app a “perfect” PWA. Because some of the recommended enhancements rely on modern web browser capabilities and new capabilities will surely create new recommended enhancements in the future, I believe it is not absurd to consider the goal of a “perfect” PWA unattainable. Not only that, but depending on the nature of your application, implementing some of the enhancements proposed for PWAs may not even make sense.
That said, as written in the article mentioned previously, there are three baseline criteria to qualify an app as a PWA:
The first criteria is quite straightforward and we will cover the other two later.
I’m not sure if it’s completely accurate to consider an app a PWA once these three criterias are satisfied, but I like to think so, as it gives us an objective way to make this judgement. Even after we can call our app a Progressie Web App, we will always be striving to reach the goals proposed for PWAs, such as making our apps more reliable, faster and more engaging [1].
Now that we have an idea of what Progressive Web Apps are, let’s take a look at their core building blocks, or the core techniques and technologies we need to use to build a PWA.
Service workers are basically JavaScript code that runs in a background process, separately from the main browser thread, even if the application is not open in the browser. It is a technology well supported by modern web browsers 2 and a building block that provides a lot of the features that PWAs can provide.
Service workers can intercept network requests and cache those requests to improve performance. This cache can then also be used to provide offline access when the network is not available [3].
Because they run in the background, they are capable of providing some features that make web applications work like native apps, such as:
There are a couple more characteristics to service workers that are consequences of their role in a PWA and the fact that they are independent from the application they are associated with:
An application manifest makes it possible for a web application to be added to mobile device homescreens. It is a simple JSON file that also describes how it should behave when “installed”. Among other things, it specifies the icon to be used, the URL to access when the app is launched and the background color of the splash screen displayed while the app is loading.
At this point, responsive web design is a topic that does not need introduction, but it can be considered a core bulding block of PWAs because one of the goals is to create an application that fits any form factor [4].
There’s one important confusion that is frequently seen regarding SPAs and PWAs, that the techniques and technologies to progressively enhance web applications to turn them into PWAs can only be applied to single page applications. The reality is that any web application can become a progressive web app no matter it is a SPA or a traditional multiple pages application.
An application manifest is a JSON file that describes how a web app should behave once it is “installed” in the user’s device. For example, the browser uses that information to determine the icon to display when the application is added to the device’s homescreen.
Adding a manifest file to a project is as simple as creating a file named manifest.json and linking it in the “ of all the pages of the web app:
Below, there’s an example content for an application manifest file:
[js] {name: specifies a long name for the app, displayed in the app install prompt[5], for example.short_name: short name for the app that may be used, for example, in a device homescreen where there is insufficient space to display the full name.start_url: URL that is loaded when the app is launched through the icon added to the homescreen.scope: determines the pages the application manifest applies to. “.” applies to all pages.display: defines the preferred display mode for the website [6]. Using standalone will make the app look and feel like a standalone app, for example.
A PWA launched browser mode (left), standalone mode (middle) and fullscreen mode (right). Image: New in Chrome 58
background_color: sets the background color used in the splashscreen displayed while the app is loading.theme_color: this color is shown, for example, in the browser toolbar and in the top bar on Android’s task switcher, what increases the sense of OS integration even more.description: this field is used whenever the browser needs some description for an app.dir: specifies the text direction for name, short_name and description.lang: together with lang, it helps to display right-to-left languages.orientation: sets the default orientation, but bear in mind users prefer selecting the orientation themselves.
Portrait and landscape orientation options for the app manifest. Image:The Web App Manifest
icons: icons to be displayed in the homescreen. Multiple icons with different sizes can be provided in the array and the browser will determine the “best” icon depending on the device.related_applications: array of native applications that can be installed through the applications stores of the respective platforms.In this first part of the series about the course on PWAs I am taking on Udemy, I tried to define what Progressive Web apps are, presented their building blocks and an introduction to application manifests. In the next part, we are going to go deeper into the subject of application manifests and start talking about service workers.
Hi! I’m Dennis and I’ve been working at Linkbal as a software engineer since October 2017. In Part 1 of this article, I will introduce Jekyll and show how to create a new website and make it available publicly.
Jekyll is an open-source static site generator. Its GitHub repository README shows a very simple description: “Think of it like a file-based CMS, without all the complexity.” With Jekyll, we can create our website structure using HTML, CSS and Liquid Templates. After the structure is in place, we can focus on updating the website’s content, by just creating files using Markdown.
It is an intermediate solution that sits between static websites and web applications. We can add a little bit of dynamic behavior when generating the website but, in the end, it is served as a completely static website.
Jekyll is also the engine behind GitHub Pages, which can be used to host websites from GitHub repositories. Because we are not dealing with a database, updating a website is a matter of editing files and pushing the changes to GitHub, This article is an introduction on how to work with Jekyll to create a website and how to host it on GitHub Pages.
Our final goal is to have our website hosted on GitHub Pages. To achieve this, we need to upload our Jekyll project to a GitHub repository. We can have a exclusive repository for our website, but we can also store our project source in a folder of an existing repository. This last option is particularly useful for creating documentation websites for open-source software projects as it allows us to manage both the project and its documentation sources as a single project, making it easier to keep the later updated.
In this article, I am going to create a repository called ‘jekyll_website’ to be used exclusively to host the website by following the steps in the following link: https://help.github.com/en/articles/create-a-repo
In this article, I won’t cover Jekyll’s installation process. It is very well documented in the Jekyll documentation and I assume you are going to follow that, but I will try to present some guidelines. I also assume you have a working Git installation.
Jekyll is distributed as a Ruby Gem and can be installed on most systems. It is recommended to work on a Unix-based system such as macOS or Linux, but you should not have problems working on Windows as well. By the way, this article was written on a Windows machine with Windows Subsystem for Linux enabled. You can take a look at the official documentation if you choose to go this path too.
Whatever system you choose to work on, the requirements are the same. You are going to need to have Ruby, RubyGems and build tools (GCC and Make) installed. If you, like me, are a Rails developer and already have a Ruby development environment installed, you should be good to go after installing Jekyll with the following commands (we are also installing bundler, a gem that helps us manage other Ruby gems in our project):
$ gem install jekyll bundler
Now, we are going to create a new Jekyll project:
$ jekyll new jekyll_website --skip-bundle
We passed the option --skip-bundle because we don’t want to install our dependencies system-wide. Instead, we want the installation of our dependencies to be limited to our project. But first, as we know we are going to host our website on GitHub, we want to setup up our project accordingly. First, open the Gemfile file created on your project’s root folder.
And remove the line declaring the dependency of the jekyll gem. It may differ depending on the version of the software you are working with, but in my case, I removed the following line:
gem "jekyll", "~> 3.6.2"
And uncomment the following line:
# gem "github-pages", group: :jekyll_plugins
We can now install or dependencies locally with the following command:
$ cd jekyll_website
$ bundle install --path vendor/bundle
After that we can serve our website with the following command:
$ bundle exec jekyll serve
But, it’s highly recommended to use the command below instead:
$ bundle exec jekyll serve --livereload
This way the website will automatically build and reload each time changes are saved. This is particularly useful when we are writing articles and want to see how it is looking. You can stop the jekyll process at any time by pressing “Cmd (Ctrl) + C”.
Just open a browser and access the following address:
http://localhost:4000
Great! We already have a working website. You can see Jekyll comes with a pre-defined look & feel. Jekyll supports themes and it uses a theme called minima by default. You can check this fact by opening the Gemfile file, where there is a line setting the minima gem as a dependency:
gem "minima", "~> 2.0"
In this article, I will show you some examples on how we can start customizing our website. Although we can start our website from scratch, without a theme at all, it is probably easier to have a starting point, at least when using Jekyll for the first time.
But, before that, let’s add our website to GitHub to manage the changes in our website. You will see that, in the case of a Jekyll website, adding the project to GitHub not only means that we are controlling its versions, but also means that we are deploying our website for public access.
To start the deployment process, let’s first enable GitHub Pages. To do so, access the settings of your repository and scroll to the GitHub Pages section. Let’s change the Source option from “None” to “master branch”. By doing that, GitHub will run Jekyll to build the website and serve it whenever we push changes to the master branch.
Now we can push our project to GitHub. But, before doing that, let’s edit our .gitignore file. The Jekyll project already comes with a .gitignore to prevent unnecessary files to be commited. But, as installing the gems locally is an optional step, it does not include entries to ignore the installed packages. So, let’s add the following lines to the .gitignore file:
.bundle
vendor
Now we can push our files to GitHub as usual:
$ git init
$ git add .
$ git commit -m "First commit"
$ git remote add origin git@github.com:denakitan/jekyll_website.git
$ git push -u origin master
You can now access your website at the URL provided by GitHub. In my case, it is: https://denakitan.github.io/jekyll_website/. If you still can’t see your website, it may take some time for GitHub to build it.
Now that we have a website running, we can create our first blog post. To do so, add a new file to the _posts folder. I will name it “2019-02-28-my-first-post.markdown”.
The first thing we need to do then is to add the front matter section to this file. It is YAML block containing some metadata about our post. Let’s add the lines below to the file:
---
layout: post
title: "My First Post!"
date: 2019-02-28 08:26:44 +0900
categories: first post
---
After that, we just need to write our post using markdown syntax. Jekyll uses kramdown as its markdown converter. Let’s just add some content to test it:
A **formatted** line of *text*.
> A nice blockquote
## Code
{% highlight ruby %}
puts ‘Hello Jekyll!’
{% endhighlight %}
You should be able to see the new posted listed in the home page and access its content.
In this article we could see how to create a new Jekyll website and make it available for the public. In the part 2 of the series, I am going to show some examples on how we can use some of Jekyll’s features to customize our website structure.
リンクバルにはデータ分析者が5名ほどと、機械学習のエンジニアが数名いる。社員90名弱という規模の中では、データ活用に大きいリソースを割いている方だと思う。全社員の3分の2程度が、彼らが作り出したダッシュボードや、分析レポートや、予測結果などを見ながら日々の業務を行っている。
もともと、それほどデータを活用する会社ではなかったが、2016年秋に街コンジャパンをフルリニューアルしてアプリケーション側のデータが綺麗になったのを機に、データ系の基盤を整備した。
続きを読む
いま、社内に GitLab を導入中です。数ヶ月かけて、これまで利用していた Backlog と GitHub を、GitLab に置きかえていく予定です。
Backlog は課金額がユーザ数に依存しません。そこで、いろいろな人が関わる課題管理には Backlog を利用しています。過去の履歴を見ると、2013年から 5年以上もお世話になっています。現在のアクティブユーザー数は120名ほど。
一方 Backlog の Gitリポジトリ機能はそれほど魅力的ではないため、コード管理には GitHub を利用しています。しかし GitHub はユーザ毎にお金がかかるため、コードを書く人に限定して使っています。現在のアクティブユーザー数は50名ほど。
当社の開発の流れは、だいたい次のようになっています。
