Reactive Translator for RxJs

Thu, 20 Mar 2014 19:05:00 GMT
24, 26, 31

For several years, I’ve been demonstrating using Reactive Extensions to handle taking user input and providing real time translations into multiple languages. This code sample has been so popular that even Soma posted an example using the Bing translator in his introducing Rx post. In most cases, they only issue a single request or issue multiple individual requests for multiple languages. To add a bit of fun to my demo, I decided to spice it up a bit and turn the list of destination languages into another observable that I can join with as well. I’ve had this sample available in my Rx downloads for some time including one for RxJs, but haven’t updated them to newer versions (curently 2.2.2) until now. I figured it was about time that I shared my version.

To begin, let’s create a UI. We’ll keep it simple to allow us to focus on the code that comes later:






As they say at Staples, “That was easy.”

Next comes the fun part. Before you can do anything though, you do need to sign up to get a free Bing App ID. I’m not going to share mine . Once you have that, your ready to code. But what are we going to do in our code? This example combines three observable sequences: User key presses, destination languages, and service request/responses. In order to work with the observables and to make it easy to work with our DOM, we need to start by importing two JavaScript libraries: jQuery and Rx (we only need the rx.lite.js version for this example).




Of our three observables, the second one is the easiest, so let’s get it out of the way first. To turn an array of languages into an observable sequence, we use the fromArray generator on a simple JavaScript array.

var destLanguages = ["de", "es", "zh-CHT", "fr", "it", "ar", "ht", "tlh"];
var languagesObs = Rx.Observable.fromArray(destLanguages);

With that out of the way, Let’s take a look at how we are going to issue the service requests to Bing and turn them into an observable stream. We’ll use the jQuery ajax method to issue our request to the Bing translator using jsonp and pass in the required app id, destination language (to), source language (I speak American English, so ‘from’ is ‘en-us’) and the text we want to translate (text). We can then use JavaScript promise to access this invoker and use RxJs’s fromPromise to turn it into an observable stream that returns the string result.

var translate = function (text, lang) {
    var p = { appId: appId, to: lang, from: 'en-us', text: text };
    var promise = $.ajax({
        url: 'http://api.microsofttranslator.com/V2/Ajax.svc/Translate',
        data: p,
        dataType: 'jsonp',
        jsonp: 'oncomplete',
    }).promise();
    return Rx.Observable.fromPromise(promise);
};

Now that we have these two observables, we need to wire this up with the user’s key presses. Instead of going on and on about each step, here’s the code in it’s glory detail annotated with what each line is doing.

// Get the keypresses
var textInputDetected = Rx.Observable.fromEvent($("#TextToTranslate"), 'keyup')
    // Wait for 1/2 second to see if they're still typing
    .throttle(500)
    // They're done typing. Clear the last output
    .do(function (_) { $("#output").empty(); })
    // Get the input string
    .select(function () { return $("#TextToTranslate").val(); })
    // If it's the same as the last one, don't re-issue the request
    .distinctUntilChanged()
    // Merge the search string with the list of languages
   .selectMany(function (text) {
        return languagesObs.select(function (t1) { return { source: text, dest: t1 }; });
    })
    // Call the service passing the source string and destination language
   .selectMany(function (sourceDest) {
       return translate(sourceDest.source, sourceDest.dest)
            // Return the destination language and translated result from the service
            .select(function (result) { return { dest: sourceDest.dest, translation: result }; });
    });

d = textInputDetected.subscribe(function (x) {
        // Add the result to the list
$("#output").append(x.dest + ' : ' + x.translation + ' ');
    },
    function (err) {
        // In case of an error, show the error
$("#output").append(err + ' ')
    });

We start by getting the keyup events for the input textbox and turning that into an observable stream (using fromEvent). This is an expensive service operation, so we throttle the request for 1/2 of a second before continuing to let the user finish typing. There’s no reason to send each keypress through the translator. The do method allows us to cause side effects, in this case to clear the last translated results if any exist. We then transform (using select or map) the result to get the user’s supplied text and pass that as the resulting stream. Similar to throttle, we also want to make sure that the user hasn’t just entered the same value twice which would result in the same translation results. We optimize our requests by not reissuing the request using distinctUntilChanged.

The fun stuff comes next. Here we start to merge our observables using selectMany (or flatMap) to match up the input text with the observable list of destination languages. Once we have that, we selectMany again, this time passing in the source string and destination language into the translate method that returns the observable string result and based on that result, we project out the result along with the enclosing destination language.

To conclude, we subscribe to the end observable stream and either append the result to the output list in the case of onNext, or append the error message for onError. Since this is set up over observables, the user can just start typing another string and the process will react to the request all over again. To put this all together, here is the complete code. Remember to get your AppId before you use it because the one I’m showing here won’t work.









        var appId = "GetYoursAt http://www.bing.com/developers/appids.aspx";
        var destLanguages = ["de", "es", "zh-CHT", "fr", "it", "ar", "ht", "he", "ja", "ko", "no", "ru", "th", "tlh"];

        (function ($) {

            var translate = function (text, lang) {
                var p = { appId: appId, to: lang, from: 'en-us', text: text };
                var promise = $.ajax({
                    url: 'http://api.microsofttranslator.com/V2/Ajax.svc/Translate',
                    data: p,
                    dataType: 'jsonp',
                    jsonp: 'oncomplete',
                }).promise();
                return Rx.Observable.fromPromise(promise);
            };

            // Turn the language array into a cold observable for the selectMany below
            var languagesObs = Rx.Observable.fromArray(destLanguages);

            // Get the keypresses
            var textInputDetected = Rx.Observable.fromEvent($("#TextToTranslate"), 'keyup')
                // Wait for 1/2 second to see if they're still typing
                .throttle(500)
                // They're done typing. Clear the last output
                .do(function (_) { $("#output").empty(); })
                // Get the input string
                .select(function () { return $("#TextToTranslate").val(); })
                // If it's the same as the last one, don't re-issue the request
                .distinctUntilChanged()
                // Merge the search string with the list of languages
                .selectMany(function (text) {
                    return languagesObs.select(function (t1) { return { source: text, dest: t1 }; });
                })
                // Call the service passing the source string and destination language
                .selectMany(function (sourceDest) {
                    return translate(sourceDest.source, sourceDest.dest)
                        // Return the destination language and translated result from the service
                        .select(function (result) { return { dest: sourceDest.dest, translation: result }; });
                });

            d = textInputDetected.subscribe(function (x) {
                    // Add the result to the list
$("#output").append(x.dest + ' : ' + x.translation + ' ');
                },
                function (err) {
                    // In case of an error, show the error
$("#output").append(err + ' ')
                });

        })(jQuery);



Thinq you can improve on this sample, let me know.