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Automata Learning Experience (ALEX) | ||
=================================== | ||
<p align="center"> | ||
<img src="assets/images/logo.png" style="max-width:100%;"> | ||
</p> | ||
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Getting Started | ||
--------------- | ||
To build ALEX [Java][], [Maven][], [Node.JS][nodejs] and the [Grunt CLI][grunt] must be installed. | ||
If all this tools are available, the fastest and easiest way to get started is to run the following commands: | ||
# ALEX | ||
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# the next line must only be done once! | ||
mvn install | ||
Automata Learning Experience (ALEX) is a web application that allows you run automated tests on web applications and JSON-based REST services using Active Automata Learning. | ||
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# start the server | ||
cd main | ||
mvn jetty:run | ||
## How it works | ||
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These commands will download all required dependencies and then build ALEX. | ||
If the build process was successful and the server has started, ALEX is available | ||
at [localhost](http://localhost:8080/). | ||
Let us take a look at the example of an authentication system. | ||
For an integration test you would probably write tests using Selenium or something else that check the following behavior: | ||
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* register > login > logout _should work_ | ||
* logout _should not work_ | ||
* register > logout _should not work_ | ||
* ... | ||
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Building a Release | ||
------------------ | ||
To create a release archive please make sure that all requirements are fulfilled and that you can successfully build | ||
ALEX. If this is the case just run: | ||
With increasing complexity and feature set of an application, integration tests might be hard to maintain if all possible and impossible combinations of features should be tested. | ||
With ALEX, we follow a different, more automated approach that | ||
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mvn clean package site | ||
mvn -P release assembly:single | ||
1. does not require any knowledge about the implementation of an application, | ||
2. does not require any experience in programming and | ||
3. separates the language specific tests from the application to test. | ||
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Afterwards the *ALEX-xxx.tar.gz* and the *ALEX-xxx.tar.zip archive are created in the `target` directory. | ||
Assume the authentication system mentioned above has the following features: _register_, _login_ and _logout_. | ||
Then, we model each feature independent of each other using e.g. [Selenium](http://www.seleniumhq.org/). | ||
In Active Automata Learning, this set of testable features is called **alphabet** where the elements of the alphabet are called **symbols**. | ||
A sequence of symbols is called a **word**. | ||
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We then pass the learning alphabet to a **learner** that uses specific algorithms to create a model of the underlying application and how it behaves based on the given symbols. | ||
Therefore, words are executed on the real system under learning and its reactions are observed. | ||
Finally, the learner creates a **hypothesis** as an output that is modeled as a [Mealy machine](https://en.wikipedia.org/wiki/Mealy_machine). | ||
In this example, it would hopefully look like this: | ||
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Docker | ||
------ | ||
Another way to test and / or release ALEX involves the tool [Docker](https://www.docker.com). | ||
Please make sure that Docker is installed on your machine and that you have the right permissions to use it. | ||
If this is the case just run: | ||
![Hypothesis](assets/images/hypothesis.jpg) | ||
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# the next line must only be done once! | ||
mvn install | ||
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cd main | ||
mvn docker:build | ||
As it can be seen, the learner has learned the application and all features work as intended. | ||
From here on, more symbols can be added and learned. | ||
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Afterwards a new Docker image is created and you use it like any other Docker image, e.g. | ||
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# lets take a look at all images | ||
docker images | ||
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# run ALEX at http://localhost:8000 | ||
docker run -d -p 8000:8080 alex:1.0-SNAPSHOT | ||
It can be that the learner has not learned the application correctly, i.e. there is a word in the model that has a different output than the actual application. | ||
In fact, one can never be a 100% sure if the model actually represents the system under learning. | ||
How to check for and handle these mistakes is described in the user manual. | ||
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More Documentation | ||
------------------ | ||
Further documentation is provided through the *site* feature of maven. | ||
To Create the documentation simply run: | ||
If you want to know more about Active Automata Learning, you can find some resources at [Google Scholar](https://scholar.google.de/scholar?hl=de&q=active+automata+learning) or the homepage of the [LearnLib](http://learnlib.de/). | ||
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mvn site | ||
## Installation and first login | ||
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Afterwards the documentation is in the `target/site` folders of every module. | ||
We developed and tested ALEX using either Windows 8.1 and higher and Linux Ubuntu 14.10 and higher. | ||
As the application runs on JAVA, any other system with an installed JVM should do fine. | ||
We also advise to use a modern web browser like Google Chrome >= v46, Mozilla Firefox >= v42 or Microsoft Edge with JavaScript enabled in order to run the front-end properly. | ||
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After the first start, you can login as admin backend using the account below. | ||
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Maintainers | ||
----------- | ||
Email: *[email protected]* <br> | ||
Password: *admin* | ||
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* [Alexander Bainczyk](mailto:[email protected]) | ||
* [Alexander Schieweck](mailto:[email protected]) | ||
#### Using the packaged version | ||
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Make sure you have Java 8 installed on your system. | ||
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1. Download the latest version from here. | ||
2. Open a terminal and start the war archive using `java -jar ALEX.war [--port=XXXX]` | ||
3. Open *http://localhost:8000* in a web browser | ||
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#### From source | ||
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For the Installation from the source files make sure your system matches the following system requirements: | ||
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* Java JDK 8 | ||
* Maven 3 | ||
* Node.js v4.2.* and the NPM | ||
* Bower `npm install -g bower` | ||
* Grunt and Grund-Cli `npm install -g grunt grunt-cli` | ||
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To install and run ALEX, execute the following commands in a directory of your choice: | ||
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1. `git clone https://github.com/LearnLib/alex.git` | ||
2. `cd alex` | ||
3. `mvn install [-DskipTests]` | ||
4. `cd main` | ||
5. `mvn spring-boot:run [-Dport=XXXX]` | ||
6. open *http://localhost:8000* in a web browser | ||
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## Further reading | ||
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* Frontend user manual | ||
* REST API documentation | ||
* Screencasts | ||
* Developer docs | ||
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## FAQs | ||
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**Is ALEX ready for production use?** <br> | ||
ALEX has already been used by a class at the TU Dortmund University as a tool to test a student project. | ||
As far as we are concerned, we used the application to learn applications like Bugzilla and parts of the famous Wordpress. | ||
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**Could I potentially learn any available application that is accessible over the internet?** <br> | ||
Yes, you could, but really should not do that, since testing usually takes a lot of traffic, and your test targets may not like it. | ||
But we do not programmatically prohibit it either. | ||
The primary use case is to use ALEX for testing applications that are installed locally or in the same network. | ||
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**Do I really not have to have any programming experience?** <br> | ||
Yes and no, it depends on how you define programming experience. | ||
We made the best efforts to abstract all necessary steps to test a web application with ease. | ||
While modelling Selenium tests, it may eventually be helpful to have basic understanding of HTML and CSS. | ||
The same goes for modelling REST tests where it is needed that you can write JSON documents. | ||
But to our understanding neither JSON, HTML nor CSS are programming languages. | ||
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**How potent does my system have to be to run tests?** <br> | ||
Learning is a CPU and memory intense process, but we cannot really tell you an lower bound for your system specs. | ||
From our own observations, it is advised to have at least 2Gb of RAM and a relatively modern Dual Core CPU to run tests at a satisfiable performance. | ||
The more power your system has, the faster your tests should execute. | ||
But feel free to test it on your Raspberry PI. | ||
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**I want to learn a specific feature of my application but ALEX does not provide a way to model it. What can I do?** <br> | ||
Initially, we did not develop ALEX as a solution to all situations that may occur in a web application, but to the most common ones. | ||
If you think a key feature is missing, feel free to submit an issue and we will see what we can do. | ||
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*Note: Surprisingly, neither of the above questions have been asked at any point in time. But it it still a neat way to package information that do not fit anywhere else in the documentation.* | ||
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[java]: https://java.com | ||
[maven]: https://maven.apache.org | ||
[nodejs]: https://nodejs.org | ||
[grunt]: http://gruntjs.com | ||
[bower]: http://bower.io |
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