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| Section | Weight | Objectives |
|---|---|---|
| Reporting and Metrics | 12% | - Defining relevant automation metrics - Visualization and dashboards - Reporting to stakeholders - Collecting and analyzing data |
| Introduction and Objectives for Test Automation | 5% | - Test automation in software development lifecycle models - Purpose, benefits and limitations of test automation - Roles and responsibilities of a Test Automation Engineer |
| Implementation and Deployment Strategies | 12% | - Test data management approaches - Test execution strategies and environment management - Configuration management and version control - Integration with CI/CD pipelines |
| Continuous Improvement | 19% | - Upgrading tools and frameworks - Streamlining and maintaining test assets - Adapting to new technologies and requirements - Refactoring and optimizing automation |
| Preparing for Test Automation | 14% | - Cost, effort and ROI analysis - Assessing system testability and architecture - Identifying automation opportunities and constraints - Evaluating and selecting test tools |
| Verifying the Test Automation Solution | 12% | - Validating test suite correctness - Verifying automation code and infrastructure - Assessing quality and reliability of automation |
| Test Automation Architecture | 15% | - Interoperability and integration concepts - Layered frameworks and separation of concerns - Generic Test Automation Architecture (gTAA) - Design principles and patterns for automation |
| Implementing Test Automation | 11% | - Managing technical debt - Planning and running pilot projects - Handling synchronization, stability and reliability - Developing and maintaining automation components |
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問題 #51
Your company is about to start a project to replace an old sales and merchandising system with a new version that will be based on modern platforms. The main requirements for the system are:
1. Loading sales data, sent electronically from the stores each evening, into a central database.
2. Producing sales reports for the merchandisers, whose job is to manage stock levels in stores.
3. Producing forecast reports, used to predict future demand for each product, based on a combination of sales history and forecasting parameters. The parameters will be entered by the merchandisers into a browser-based front end and the reports will be produced overnight. The users will be able to retrieve the reports, on screen or in print, via an interactive feature.
Requirements 1 and 2 were already met by the old system and will be rewritten in the new system with some minor functional changes. The sales data will, as before, be loaded in an overnight batch run. There have been problems with the old system at peak periods when this run has taken longer than scheduled, so that dependent jobs could not finish before the start of the next working day. The Data Centre manager requires that the new system's overnight batch runs take 10% less time than the old one, including the new reports, to allow time for all jobs to complete.
Requirement 3 is new. The functionality provided by the UI will be simple and the Sales & Merchandising manager requires that it be easy to use.
The data for testing the reports will be extracted from the old system in production and will be anonymized before use.
The system will be developed using an Agile lifecycle with iterations of fixed length. This will be the first full deployment of this methodology, which has just completed a successful pilot. It is a relatively simple development and is expected to be completed in three releases, each taking approximately two months.
Until now the company has not automated test execution, but the Agile pilot identified this as a critical success factor. You are an experienced TAE and have been recruited to implement test automation, and you are now considering what the TAS for this should look like.
Which option contains the THREE MOST important considerations in determining the nature of the TAS that will be needed for this project?
i) The tool(s) chosen for functional test automation should support scripting techniques that will be compatible with a performance test tool.
ii) The tool(s) chosen for functional test automation should support scripting techniques that will be useful for usability testing.
iii) The TAS should support testing at the component integration, system, system integration and acceptance levels.
iv) The TAS should support testing at the component, component integration, system and acceptance levels.
v) The TAS should support the handling of the large quantities of data that will be needed to test the forecast reports.
答案：A
解題說明：
The TAS must be derived from the project's actual requirements, including the test types, test levels, technologies, and data that automation must support. Performance is explicitly important because the overnight processing must complete faster than the legacy implementation, so compatibility with performance- testing needs is relevant. In an Agile lifecycle, automation should support lower-level testing as well as system and acceptance testing; component and component-integration automation provides early feedback before later system-level verification. The forecast-report requirement also depends on substantial historical sales and forecasting data, making effective handling of large datasets important. By contrast, usability- whether the UI is easy for people to use-depends heavily on human evaluation and is not a principal reason for choosing functional automation scripting techniques. Therefore, considerations i, iv, and v provide the strongest fit to the stated project requirements.
(https://istqb.org/wp-content/uploads/2024/11/ISTQB_CTAL-TAE_Syllabus_v2.0.pdf)
問題 #52
You are a TAE responsible for a TAS that is used on several products, all of which have complex UIs. A substantial proportion of the automated tests break on a regular basis, usually for reasons associated with the UI. The investigation and maintenance this requires is significantly reducing the productivity of the teams and the return on investment.
You are looking for ways to improve the test cases in this TAS. Which of the following approaches would be MOST appropriate?
a) Artificial intelligence
b) Test histograms
c) Reliability growth modelling
d) Schema validation
e) Operational profiles
答案：C
解題說明：
Both artificial intelligence and test histograms directly address unstable UI automation. CTAL-TAE explains that test histograms visualize test-result and test-data trends and help TAEs identify fragile test cases that should be refactored or redesigned. This is particularly useful when a substantial proportion of tests repeatedly break. AI and machine-learning techniques provide an additional UI-specific improvement: tools can detect changed locator values, identify replacement selectors through ML or image-recognition techniques, and apply self-healing mechanisms that reduce locator-related maintenance. Schema validation is primarily applicable to API and database data structures rather than complex UI instability. Reliability growth modelling and operational profiles address software reliability concerns rather than recurring automated UI maintenance. Therefore, combining test histograms for identifying fragile tests with AI-based self-healing for UI locator changes gives the strongest solution.
(https://www.istqb.org/wp-content/uploads/2024/11/ISTQB_CTAL-TAE_Syllabus_v2.0.pdf)
問題 #53
You are a TAE responsible for a TAS that is used on several products, all of which have simple UIs and utilize a range of APIs. Automation of the regression test suites for these products is generally going well, with repeatability and pass rates both at high levels. These regression suites include a large quantity of tests and the volume of code that has been written for them is substantial.
You are looking for ways to improve the test cases in this TAS. What approach would you use FIRST?
答案：C
解題說明：
Schema validation is the most appropriate first improvement because the scenario emphasizes extensive API usage and a substantial volume of automation code, while reliability and repeatability are already high. CTAL- TAE explains that schema validation can validate API response properties, mandatory elements, object types, formats, and other rules against a defined schema. Instead of writing numerous individual assertions for every response field, one schema validation operation can perform many checks, significantly shortening test automation code and improving defect-detection efficiency. Test histograms are particularly useful for identifying fragile or unstable tests, which is not the main problem because repeatability is already high. AI- based self-healing is especially relevant to UI locator changes, while reliability growth models do not directly address excessive API test implementation code.
(https://www.istqb.org/wp-content/uploads/2024/11/ISTQB_CTAL-TAE_Syllabus_v2.0.pdf)
問題 #54
Which of the following practices can be used to specify the active (i.e., actually available) features for each release of the SUT and determine the corresponding automated tests that must be executed for a given release?
答案：D
解題說明：
TAE materials commonly describe feature toggles (feature flags) as a mechanism to control which features are active in a given release or deployment without necessarily changing the codebase structure for each variant. Because toggles determine what functionality is actually enabled, they provide a practical basis for selecting which automated tests should run for that release configuration. When a feature is disabled via a toggle, executing tests for it can create false failures or wasted effort; when enabled, the corresponding tests become relevant as release evidence. Feature-driven development is a product/development planning approach and does not, by itself, provide an operational mechanism to declare what is active at runtime.
Feature files (often associated with BDD) specify behavior scenarios, but they do not inherently indicate whether a feature is active in a particular release unless explicitly tied to toggles or release configuration.
TDD focuses on coding practices at the unit level and similarly does not specify release-time feature availability. Feature toggles directly express "active vs. inactive" functionality and can be used to drive risk- based and relevance-based test execution decisions, matching the requirement precisely.
問題 #55
When would you be MOST likely to store a test environment configuration with other testware?
答案：D
解題說明：
The CTAL-TAE syllabus states that test environment configuration is normally stored with the testware. This is appropriate for simpler situations where the automation has a relatively limited scope, such as a single test environment associated with the relevant TAF and testware. When automation is shared across multiple projects, or multiple TAFs within the same project depend on common environment configuration, the syllabus recommends placing that configuration in a common core library or shared repository instead. This avoids duplication and allows the shared configuration to be maintained centrally. The number of configuration management systems does not determine where environment configuration should reside.
Therefore, among the options, a single test environment is the situation most consistent with storing its configuration directly alongside the other testware rather than externalizing it into shared configuration infrastructure.
(https://www.istqb.org/wp-content/uploads/2024/11/ISTQB_CTAL-TAE_Syllabus_v2.0.pdf)
問題 #56
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