Micro Focus Lcc

Hewlett-packard Development Company, L.P.

Entit Software LLC

Hewlett Packard Enterprise Development LP

Dror Saaroni

Kai Chen

Ilan Shufer

Dror Schwartz

Michael Pogrebisky

Dor Nir

Jin-Feng Luan

Anton Kaminsky

Vika Milgrom

Gil Nakache

Ayal Cohen

Nitsan Amichai

Mordechai Lanzkron

Avishay Ben Shabtai

Yossi Rachelson

Yonathan Livny

Roy Wallerstein

Eyal Luzon

Tsachi Ben Zur

Rachel Kahana Samet

Elad Malki

Xiao-Ming Hu

Alexei Lenedev

Niv Lederer

Yury Kovalev

Motti Lanzkron

Eran Bachar

Marina Gammer

Embodiments of the disclosure provide systems and methods for performing functional testing on an application using artificial intelligence. According to one embodiment, a method for performing functional testing on an Application Under Test (AUT) can comprise maintaining, by a processor of an edge computing device, a model comprising a script defining one or more automatic tests for the AUT and trained data identifying objects of a user interface of the AUT. One or more tests can be executed on the AUT by the processor of the edge computing device based on the script and the trained data identifying the objects of the user interface of the AUT. Results of executing the one or more tests on the AUT can be provided by the processor of the edge computing device.

Human interactions with artificial intelligence (AI)-based testing tool

The life cycle of an application can be shortened by initiating the creation of a mock-up test script before the development of an application is complete. The concurrent creation of the mock-up test script and the application can reduce a time associated with the life cycle of an application. Mock-up test script creation is based on the user interface (UI) specification and a mock-up graphical user interface (GUI) without business logic. Test script creation can include associating a functional specification and a UI specification with a proposed application and creating a mock-up GUI for testing based on the UI specification. Test script creation can include developing an application based on the proposed application that includes a logic based on the functional specification and a GUI based on the UI specification and creating a mock-up test script based on the mock-up GUI and not based on the logic, the functional specification, and the GUI.

Test script creation based on abstract test user controls

A script directing functional testing of an application specifies values for properties of a specific graphical user interface (GUI) and specifies an image of the specific GUI element. A computing device detects whether the application has displayed the specific GUI element by evaluating the values for the properties of the specific GUI element against GUI elements that the application has displayed. If unsuccessful, the computing device detects whether the application has displayed the specific GUI element by evaluating the image of the specific GUI element against a screen image including the GUI elements that the application has displayed.

Detection of graphical user interface element of application undergoing functional testing

An adaptive timeout value for a script operation associated with functional testing of an application is determined. The script operation specifies detecting display of a specific graphical user interface (GUI) element by the application. The adaptive timeout value is dynamically determined based on prior functional testing of the application. Responsive to encountering the script operation within a script while functionally testing the application under direction of the script, waiting occurs until display of the specific GUI element by the application has been detected, or until timing out has occurred in correspondence with the dynamically determined adaptive timeout value.

Dynamically determined adaptive timeout value for detecting graphical user interface element of application undergoing functional testing

In one implementation, a test data comparison system can include a history engine to gather test data and maintain a log of test data based on element identifiers of a user interface, a comparison engine to identify a degree of diversity from a comparison of a first data and a second data and determine a second data entered at a first location is diverse from a first data entered at the first location when the degree of diversity achieves a diversity level of a diversity rule, and a suggestion engine to cause a message to be generated based on the comparison.

Data comparison

In one implementation, an image-based application automation system determines that a first image from a plurality of images associated with an input event does not satisfy any portion of a graphical user interface at a first time. The image-based application automation system then selects, independent of user input, a second image from the plurality of images after the first time, and identifies a portion of the graphical user interface satisfied by the second image.

Image-based application automation

In one example of the disclosure, a set of image frames of a software application display, taken in sequence over a recording period, is obtained. For each frame from the set, a count of image areas that changed as between the frame and an adjacent frame is determined, and the count is recorded in correlation with order of recording of the frame relative to other frames of the set. An application-active period during which consecutive frames have changed-areas counts exceeding a changed-areas threshold is identified. Upon determining that duration of the application-active period exceeds a threshold period, a recommendation to modify the application is generated.

Recommending application modifications using image area counts

Methods and apparatus are disclosed to generate software test script from video. Example methods disclosed herein include determining a user action in a frame of a video comprising recorded testing of software. The example method also includes identifying an action parameter corresponding to the user action. The example method also includes based on the action parameter, generating without user intervention a script to execute on the software.

Generating software test script from video

A system and method for testing an application are provided herein. The method includes automatically executing a script for testing an application, collecting test step information corresponding to test steps performed in accordance with the script, and collecting profiling information during execution of the script. The test step information and the profiling information include data that are used to automatically synchronize the test step information and the profiling information.

Testing applications

A method and system to automatically insert a test script into a web application is provided. A web browser is monitored to detect the navigation in the web application. The test script is automatically inserted into the web application rendered on a web browser after a navigation is detected in the web application.

Inserting test scripts

A quality assurance system has a test generator for applying tests to an application program and a correlator for logging events that occur during testing in correlation with test steps so as to generate a test log. The quality assurance program has a user interface for providing an interactive presentation displaying a list of events and a list of test steps such that: 1) selecting a test step will cause a correlated event to be highlighted, and 2) selecting an event will cause a correlated test step to be highlighted.

Quality assurance testing

Monitoring resources of a computing device during testing of software applications provides useful feedback to developers and implementers of the software application. By periodically collecting system counter data during automated testing of the software application, and correlating the collected data to a state of the test, the actions of the test causing any undesirable resource issues can be readily identified.

Growing community of inventors

Yehud, Israel

Dror Saaroni