I had something come up at work using a library which required classes with method names that matched exactly some magic strings being passed around. I’m not a huge fan of this pattern, but discovered a way to reduce the errors by having method names be dynamically generated – so renaming/refactoring the string wouldn’t have any unintended side effects
module.exports = {
STATIC_METHOD: "myStaticMethodName",
INSTANCE_METHOD: "myInstanceMethodName"
} // used throughout the codebase
There was an interesting question in my local slack javascript community for a way to capture the performance of different events that happen on a page. One way that was suggested was to hook into the native event listeners on the DOM. So without further introduction, here’s one way to monkey patch event listeners on the DOM.
GraphQL is a query language for APIs and a runtime for fulfilling those queries with your existing data. GraphQL provides a complete and understandable description of the data in your API, gives clients the power to ask for exactly what they need and nothing more, makes it easier to evolve APIs over time, and enables powerful developer tools. – http://graphql.org/
This guide will walk through installing and creating a GraphQL API in a Ruby on Rails application. It is a companion piece to the excellent Getting Started with Rails guide from RailsGuides. There are lots of resources that teach GraphQL-itself better than I can, so this guide just focuses on actually installing and using it in a Rails app.
Initial Schema
Let’s first verify that the schema of your app is what is expected for this guide. We will start off right were the RailsGuides guide leaves off. You should have
articles and
comments tables with the following schema:
Then run the graphql install command in your terminal:
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>railsggraphql:install
This should modify the Gemfile to add a development tool GraphiQL, created necessary files in the application, and add GraphQL routes to the route file.
Let’s do a quick status check to see if everything is working so far. Start the rails server, and visit the GraphiQL route,
localhost:3000/graphiql.
Since GraphQL uses knowledge of relationships between types, we must first defined the types we will allow to be queries. In this case, Article and Comment. Add the following article and comment type files to
/graphql/types
Rails, by default, will protect your application from a particular type security risk called a “cross-site request forgery”
A side-effect of this is that you cannot POST to the graphql endpoint unless we temporarily disable this feature, by modifying your application_controller to read:
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classApplicationController<ActionController::Base
protect_from_forgery with::null_session
end
Please note that this is an important feature, and should only be disabled during developments, or if you want to create a completely public api endpoint.
Wrapping up & Next Steps
At this point we have installed GraphQL into our Rails app, created schemas for Articles and Comments, and written query types to return that data from our application, as well as testing the real API endpoint using postman.
From here you can take any path to consume the data, such as through a front-end application like a React or Angular application, or exposing the endpoint publicly!
Some next steps may be:
investigate a front-end graphql client, like Apollo
Create a class factory which allows dynamic super classes to by applied to an es6 class (dynamic inheritance). This will be transparent to a consumer — meaning they will interact with it in the same way as the initial class.
Problem statement:
I was recently working on some code which extended an asynchronous module to add some additional functionality. The class initially looked like this:
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import Fetcher from'fetcher'
classExtendedFetcherextendsFetcher{
get(){
//do some extra work
returnsuper.get()
}
}
However, testing a module like this is difficult for two reasons.
The async nature of the behavior is challenging to test and mock
The explicit super class Fetcher which is imported in the module is difficult to override without reaching down into the prototype and manually modifying methods during the test. Yuck!
Solution:
Wrap the extending (child) class declaration with a function, which accepts a parameter for its super class, and a default parameter value. Then the inner class can be declared using the SuperClass parameter. This will allow the child class to reference either its default parent, or the custom super class explicitly passed in.
The child class then extends or overwrites any methods from super that are required. Finally, a new’d up instance of the child class is returned with the remaining arguments passed to the class factory function.
For consistency of use, we can force the function to be called using new, making the abstraction completely transparent to any consumer.
If you’re looking for the steps to include static files, like an mp3, to a create-react-app project — and use es6 import statements to use them in a component, here are the steps. This process will involve “ejecting” from create-react-app, so think about the implications of that before proceeding.
1) Eject from the create-react-app by running npm run eject. The create-react-app documentation describes the eject command
If you aren’t satisfied with the build tool and configuration choices, you can eject at any time. This command will remove the single build dependency from your project.
Instead, it will copy all the configuration files and the transitive dependencies (Webpack, Babel, ESLint, etc) right into your project so you have full control over them. All of the commands except eject will still work, but they will point to the copied scripts so you can tweak them. At this point you’re on your own.
You don’t have to ever use eject. The curated feature set is suitable for small and middle deployments, and you shouldn’t feel obligated to use this feature. However we understand that this tool wouldn’t be useful if you couldn’t customize it when you are ready for it.
2) Include the files you want to use somewhere in the src folder. Probably with the component which will be consuming them.
3) We need to modify our dev and prod webpack configs to allow the files to be import-ed by through webpack and included in the build folder. Add an entry to the exclude list which will test for the file. The exclude list should look like this:
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exclude:[
/\.html$/,
/\.(js|jsx)(\?.*)?$/,
/\.css$/,
/\.json$/,
/\.svg$/,
/\.mp3$/
],
Add a loader to the list of loaders for the file type you want to use:
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{
test:/\.mp3$/,
loader:'file',
query:{
name:'static/media/[name].[hash:8].[ext]'
}
}
Do this for both the dev and prod webpack files in the config folder.
3) Within the component file, you can now import the file you with to use, specifying the relative path to the file
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import soundFile from'./file.mp3';
4) Then you can use the file within your component. For the example of a mp3 file, you can create a new Audio element in the constructor, and play or pause it using some event handler and function
A primary goal of data visualization is to communicate information clearly and efficiently via statistical graphics, plots and information graphics. Numerical data may be encoded using dots, lines, or bars, to visually communicate a quantitative message.Effective visualization helps users analyze and reason about data and evidence. It makes complex data more accessible, understandable and usable.
-https://en.wikipedia.org/wiki/Data_visualization
TL;DR: Use data visualization too:
Communicate information clearly
Visual communicate a quantitative message
Help users analyze and reason about data and evidence
It makes complex data more usable
Good and Bad Examples
A pie chart that shows the 100 most active “tweeters” of a particular hashtag? Terrible visualization. Measuring it against our criteria, it doesn’t effectively communicate a message, or enable any type of reasoning about the data — other than to reason that 100 is far to many data points for a pie chart.
Almost never use a pie chart -everyones stats teacher
A tree chart with shows the worlds defense budgets? Great visualization. It is clear and understandable, and illustrates a message to the viewer.
A map of the 2012 Electoral College results by state? I believe this is an excellent visualization. It shows not only the states votes, but shows the weight each state has in the electoral college. It is accessible to the viewer.
A chart of the 100 most popular websites per month? At a quick glance, which is most popular? Is it the largest, or closest to the center? Which is the largest anyway? This is an ineffective visualization.
Technologies to visualize data on the web
There are three ways the data can be presented/visualized on the web
Images: Visualization is designed in a tool like photoshop, illustrator, or tableu
CSS: Css properties, such as width or height determine the shape and size of objects which can represent data points.
Javascript: Using a javascript library that will create SVG or Canvas elements, and add interactive behavior to them
Javascript visualization libraries
There are many popular visualization and charting libraries. Three very popular and robust are:
Building a data driven chart in React step-by-step
We’re going to use Facebook’s excellent Create-react-app starter kit, so first, let’s create a clean install of CRA:
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>create-react-app chart-app
Then install dependancies
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cd chart-app
npm install
Let’s use d3 with the React-vis wrapper. First install the react-vis package into our project
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npm install react-vis--save
At this time, there is an unmet dependency problem with will prevent the app from compiling, so also install the peer dependency
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npm install react-addons-shallow-compare--save
Finally, run the project
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npm start
Now the project is running, we can consume the react-vis package in our app. In the “App.js” file (the main component rendered by the app at this time), import the react-vis components and css.
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import{
XYPlot,
XAxis,
YAxis,
HorizontalGridLines,
LineSeries
}from'react-vis';
import'../node_modules/react-vis/dist/style.css';
We are now ready to use the components from the react-vis package in our App. Somewhere in your app insert a element:
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<XYPlot
width={300}
height={300}>
<HorizontalGridLines/>
<LineSeries
data={[
{x:1,y:10},
{x:2,y:5},
{x:3,y:15}
]}/>
<XAxis/>
<YAxis/>
</XYPlot>
We can now look at the page in our browser and see the chart rendered:
In 2011 I published a popular article, 100% height Divs with 2 lines of code, which showed how to use JavaScript to get around the difficult layout problem of having two elements side-by-side both at 100% height of their container. In 2012, an update was published which showed a similar solution using jQuery. Both of these methods are now obsolete, and modern css solves the problem quite simply.
Enter flex-box.
Flex-box, now widely supported, allows complex layouts – like the 100% problem – to be solved simply and elegantly. A great post (CSS-Tricks has a great guide to flex-box (which I reference frequently))
Here is an example of a simple 2 column layout using flex-box:
A co-worker recently asked about searching for properties in a JavaScript object, where the properties could be located in unspecified locations within the object (not nested though). This was the job for a depth-first tree search! I don’t get to post about more traditional computer science topics very frequently, so I thought I’d share my little ES6 recursive search function:
Recursive depth-first tree search
JavaScript
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let search=(needle,haystack,found=[])=>{
Object.keys(haystack).forEach((key)=>{
if(key===needle){
found.push(haystack[key]);
returnfound;
}
if(typeofhaystack[key]==='object'){
search(needle,haystack[key],found);
}
});
returnfound;
};
Explanation (commented source)
JavaScript
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//creates a `search` function, which accepts a needle (property name, string),
//a haystack (the object to search within), found (the recursively added to
//list of found properties
let search=(needle,haystack,found=[])=>{
//iterate through each property key in the object
Object.keys(haystack).forEach((key)=>{
//if the current key is the search term (needle),
//push its value to the found stack
if(key===needle){
found.push(haystack[key]);
//return the array of found values to the caller, which is
//either the caller of the search function, or the recursive
//"parent" of the current search function
returnfound;
}
//if the value of the current property key is an object,
//recursively search it for more matching properties
//this can be changed to an else if, if properties should not
//be nested
if(typeofhaystack[key]==='object'){
search(needle,haystack[key],found);
}
});
//return the list of found values to the caller of the function