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Test Data in a Distributed System

A question that has been vexing me lately has been about how to effectively test (end-to-end) features in a distributed system. Particuarly, how to effectively manage (through time) test data for ...
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Functional tests only to testing the infrastructure layer, or test too the domain services without mocking?

This is a code example: My entities (Domain Layer): class Account: def __init__(name, author): self.name = name self.email = email My repositories interfaces (Domain Layer): ...