Systems and methods for workflow based application testing in cloud computing environments
A testing system and method for testing application code against various failure scenarios. The testing system and method generate a test workflow including test source code implementing a series of actions that affect an application component and or an infrastructure component included in application code. The testing system and method execute the test workflow to determine the performance of the application code during one or more failure scenarios caused by the series of actions included in the test workflow. Performance data generated by the test code is analyzed by a performance analysis service or method to identify limitations of the application code and build resiliency patterns that address the limitations and improve the performance of the application code.
1. A computer implemented method of performing tests against services in a computing environment, the method comprising:
deploying application code to a first set of resources in the computing environment, the application code including multiple application components and multiple infrastructure components;
deploying a test workflow to a second set of resources in the computing environment, the test workflow including a series of actions that test the application code against a failure scenario;
building a testing environment including an application namespace and a test namespace, the application namespace including the first set of resources hosting the application code and the test namespace including the second set of resources hosting the test workflow, the application namespace further including multiple component resources that are accessed by the multiple application components and the multiple infrastructure components during execution of the application code;
executing the test workflow against the application code by performing the series of actions, at least one action in the series of actions affecting at least one of the multiple application components or the multiple infrastructure components; and
receiving performance data in response to the at least one action from the first set of resources.
2. The method of claim 1 , further comprising determining a performance of the application code during the failure scenario based on the performance data.
3. The method of claim 1 , further comprising modifying at least one of the multiple component resources based on the test workflow to affect the at least one of the multiple application components or the multiple infrastructure components included in the application code.
4. The method of claim 1 , further comprising:
generating a system response report including performance data for each action included in the series of actions; and
analyzing the system response report to identify a limitation of the application code.
5. The method of claim 4 , further comprising:
developing a resiliency pattern for the failure scenario based on the limitation; and
implementing the resiliency pattern in the application code to improve the performance of the application code during the failure scenario.
6. The method of claim 1 , wherein the series of actions in the test workflow are implemented in test source code and the method further comprises:
selecting the series of actions from a testing source code repository that includes multiple tests, wherein each test included in the multiple tests provides a particular failure scenario that targets at least one of the multiple application components or the multiple infrastructure components of the application code.
7. The method of claim 1 , wherein the performance data includes at least one of a crash, an error, a recovery time, or an application downtime generated by the application code in response to the at least one action affecting at least one of the multiple application components and or infrastructure components of the application code.
8. The method of claim 1 , further comprising testing the services in the computing environment by periodically executing the test workflow based on a pre-defined schedule.
9. A system for performing tests against services in a computing environment, the system comprising:
a memory including executable instructions; and
a processor configured to execute the executable instructions and cause the system to:
deploy application code to a first set of resources in the computing environment, the application code including multiple application components and multiple infrastructure components;
deploy a test workflow to a second set of resources in the computing environment, the test workflow including a series of actions that test the application code against a failure scenario;
build a testing environment including an application namespace and a test namespace, the application namespace including the first set of resources hosting the application code and the test namespace including the second set of resources hosting the test workflow, the application namespace further including multiple component resources that are accessed by the multiple application components and the multiple infrastructure components during execution of the application code;
execute the test workflow against the application code by performing the series of actions, at least one action in the series of actions affecting at least one of the multiple application components or the multiple infrastructure components; and
receive performance data in response to the at least one action from the first set of resources.
10. The system of claim 9 , wherein the processor is further configured to determine a performance of the application code during the failure scenario based on the performance data.
11. The system of claim 9 , wherein the processor is further configured to modify at least one of the multiple component resources based on the test workflow to affect at least one of the multiple application components or the multiple infrastructure components included in the application code.
12. The system of claim 9 , wherein the processor is further configured to generate a system response report including performance data for each action included in the series of actions; and
analyze the system response report to identify a limitation of the application code.
13. The system of claim 12 , wherein the processor is further configured to develop a resiliency pattern for the failure scenario based on the limitation; and
implement the resiliency pattern in the application code to improve the performance of the application code during the failure scenario.
14. The system of claim 9 , wherein the series of actions in the test workflow are implemented in test source code; and the processor is further configured to:
select the series of actions from a testing source code repository that includes multiple tests, wherein each test included in the multiple tests provides a particular failure scenario that targets at least one of the multiple application components or the multiple infrastructure components of the application code.
15. The system of claim 9 , wherein the performance data includes at least one of a crash, error, recovery time, or application downtime generated by the application code in response to the at least one action affecting at least one of the multiple application components and or infrastructure components of the application code.
16. The system of claim 9 , wherein the processor is further configured to test the services in the computing environment by periodically executing the test workflow based on a pre-defined schedule.