Parallel Testing:

Parallel Testing in DevOps is a technique where different tests are executed at the same time thereby improving efficiency. Parallel testing in DevOps with Python involves using frameworks and libraries from python to execute different tests at the same time.

Frame works/Tools used in DevOps parallel testing with Python:

1. Nose testing Framework.
2. Locust loading tool.
3. Pytest testing framework.
4. Behave testing framework.

Implementation of Parallel Testing In DevOps with Python.

The steps involved In DevOps parallel testing with Python are:

1. Install the required framework / Library. Some popular python libraries Include locust, Behave-Parallel and nose-parallel.

2. Write test case with the library/framework you choose.

3. Specify the number of parallel processes.

4. Run the tests in parallel.

5. Observe and carefully analyze results to make sure tests are passing and to confirm improved performance.