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gnomock
Test your code without writing mocks with ephemeral Docker containers 📦 Setup popular services with just a couple lines of code ⏱️ No bash, no yaml, only code 💻
Try gnomock (https://github.com/orlangure/gnomock). It creates a mongodb container with a random port which you can use from your go tests. See project readme for an example (it uses postgres but it is very similar to mongodb).
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This is what I do - https://github.com/akshaybabloo/mongo
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dockertest
Write better integration tests! Dockertest helps you boot up ephermal docker images for your Go tests with minimal work.