REVIEW
Call of Duty series as a classic FPS game, with good performance and excellent shooting touch, to subvert the traditional concept of the traditional players first person shooter. Hand tour of the same name (CODM) 10 Yuefen abroad on the line, only a week's downloads had exceeded one hundred million times, but swept the APP Store free list 139 countries and regions, is undoubtedly a very successful tour of a hand.
To create a high reduction, high-quality products, CODM R & D team and test team to achieve cooperation Tencent WeTest for CODM features and expand the strategic objectives of globalization, combined with the characteristics of its mobile phone operating side, we made a series of adaptation and optimization.
One-stop service: help "Call of Duty Hand Tour" quality assurance
You need to do comprehensive testing of product compatibility, performance and other on-line tour before hand. Because the test has diversity, such as Call of Duty mobile games need to test different systems brands of mobile phones, test scenarios need to cover the competitive mode, compete for positions, blasting classic core scene. If the product fully tested, using traditional testing methods require considerable labor and time costs. Additionally Call of Duty mobile game users worldwide, the testing service is also required to cover international aspects.
Tencent WeTest addition to providing domestic and international mainstream device for online debugging, automated testing services, but also provide users worldwide and performance monitoring, public opinion monitoring services to meet the globalization testing hand travel needs.
Daily build capacity increases test efficiency
During development and testing, in order to ensure the project schedule, often faced with the heavy task tight problems. CODM richness and complexity of the game based on its content, this problem is even more prominent. In order to better meet the test timeliness, Tencent WeTest provides triggering and integration capabilities on the platform in one of the Blue Shield DevOps automation test plug includes concurrent functional testing, automated compatibility testing, performance testing and automated functional testing to ensure that the test project Construction of the daily tasks, so that the project can be set to trigger a one-stop automated task view, communications and other content.
AI technology allows automated testing smarter
In order to achieve fully automated testing process, CODM build a perfect automatic game AI program so as AI players like to play games, to involve as many different scenarios, potential problems found in the game.
CODM larger game map, about 30 minutes a game usually last time, and rich game scene, operability is also very strong, which put forward higher requirements for the design of game AI. Meanwhile, in order to achieve fully automated processes to test as much as possible the release of manpower, Turing Lab team game abnormal picture automated testing services, and CODM hand travel further optimization, the CNN model is divided into two parts network feature extraction and classification of network. Artificial exception is generated game image detection, anomaly detection model to complete the training images. And the implementation model deployed by Lykan the api, in order to achieve a fully automated deployment model training process. Game AI can be done automatically during the test parachute, jump, open the bag, driving the complex operation of the vehicle, attack the enemy and so on.
In order to render realistic picture CODM, PBR material by rendering, in real time shadow light, indirect light and general method to ensure full uniform object scene lighting conditions. Based on these more demanding test challenges brought about, CODM by devops WeTest automated testing framework, the daily pull TOP200 test equipment can accurately test cases to cover the most mainstream devices, including all test equipment operation results compatibility and performance data. While the test results and basic machine backbuffer do comparison, you can find a variety of rendering anomalies, you can also verify incompatibilities game graphic api's. Data can also be obtained by rendering support new features and evaluate the rendering pipeline.
Global performance monitoring to meet the high performance requirements
Call of Duty rival the performance aspects of the hand swim swim team also has a very high demand, in order to enhance the player user experience, the project team by means of APM online monitoring service, real-time monitoring network-wide performance data products including FPS, CPU, PSS, pull back scene load times, time frame, traffic, network latency and other mobile games important performance indicators. And set up monitoring mechanisms personalization. If the monitor exceeds the set threshold, an alarm push through the configuration of the scene in time to locate the problem, the model and user information, the project team can help locate a timely cause of the problem quickly to issues affecting the scope of assessment and repair problems, to achieve performance issues warning - positioning - resolved - problem solving closed-loop verification.
Globalization monitoring public opinion liberation gaming operators
CODM as Call of Duty important products in the mobile side, bear extend mission critical tasks in the global market call influence. Based on this characteristic, Tencent WeTest's penguin style news service provides for network-wide public opinion data show their products, reputation analysis, public opinion and other related issues warning customized services. In the international context, penguin wind data source information channels now supports 36 countries and regions, has been expanded to popular foreign channels from media, live platform, application store and gaming platforms, such as discord, Facebook, Google Play and so on.
Guo Zhi, deputy director of the US-day technical workshop groups to share in the third TGDC General Assembly in September organized by the Institute of Tencent work on the engine capacity building, mentioned by game compatibility testing automated testing framework to help them solve many problems, such as solve performance monitoring, engine test lacks specific performance information, interference and more, rendering pipeline coupling high, a large number of recurrent problems, bug reporting and other issues unclear.
Tencent WeTest quality service to assist developers sound
While growing "platform", "DevOps test in Taiwan", "AI technology" and "innovation" and other capabilities, Tencent WeTest also open the service to all developers, testers, and continue to the deep out to wide exploration, not only for the domestic market services, it will in the future also extend international.
About Tencent WeTest
Tencent WeTest launched by Tencent official one-stop-quality open platform. More than ten years of quality management experience, is committed to building quality standards, product quality improvement. Tencent WeTest provides compatibility testing for mobile developers, cloud real machine, performance testing, security, wind Penguin News (public opinion analysis) and other excellent development tools, providing solutions to hundreds of industries, covering product research and development, all phases of operations test requirements, after thousands of product sharpen. Gold medal team of experts, through five dimensions, 41 indicators, 360-degree protection of your product quality.
