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# python
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We use these frameworks to test pulumi itself. So for automation-api driven tests, https://github.com/pulumi/pulumi/tree/master/sdk/python/lib/test/automation is helpful. For mocks, you can look at https://github.com/pulumi/pulumi/tree/master/sdk/python/lib/test_with_mocks And for integration tests there’s https://github.com/pulumi/pulumi/tree/master/tests/integration