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								<p>I do not remember any particular issues right now. Repatch is my go-to library when I am forced to do mocking so a lot of kudos for this project. However, whenever I can, I simply try to avoid the need, and I am pretty successful with that so far.</p> 
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								<p>Agree with <code>describe with function name</code> but I also include the specific input data case (<code>with foo and bar</code>) because I prefer to test those in isolation to avoid cascading failures and ballooning setup.</p>
<p>I have tried strictly using contexts for setup and just find it too cumbersome, although I grant it seems more pure and I also avoid libraries for struct generation that “compete” with contexts. I write whatever code is most convenient for the case. Sometimes that’s a context function, mostly it’s a private helper calling <code>insert!</code>. Have yet to be bitten by this.</p>
<p>I am on team “don’t write application code for the sake of tests” so I just mock stuff. It’s a tradeoff, but I’d rather my code running in prod as as univocal and expressive as possible, even if that costs some cycles. But that’s from writing code for 25 years before AI came along, I find some of my personal “guidelines” bending quite a bit recently.</p> 
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								<p>Man, don’t get me started on mocking. I’ve been looking at poor designs for years and the only way to test anything at all is by using mocks. You talk about DI in relation to mocking, which is great, but I also miss programming against a contract which can be achieved through protocols.</p> 
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								<p>I personally don’t hate mocking, but I limit myself exclusively to <code>Mox</code>, because it’s painful enough to use. It takes some boilerplate and manual setup and ownership tracking, and this is exactly the kind of incentive I need to not overuse it.</p> 
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<p>it’s painful enough to use. It takes some boilerplate and manual setup and ownership tracking, and this is exactly the kind of incentive I need to not overuse it.</p>
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<p>People program in Java for exactly the same reason</p> 
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								<p>nah, people write Java because they know it and it pays their bills</p> 
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<p>I understand wanting to test via the application functions but doesn’t it make the test suite much more complex and heavier?</p>
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<p>I would ask the opposite question. Do you want a test suite that checks your code in states the system can actually reach in production, paying for it with some slower setup, or do you want fast tests that run on data no business flow could actually produce? “Just write a valid setup by hand” is easy to say. So is “just write bug free code”. If either was realistic, we would not need tests in the first place <img src="https://forum.elixirforum.com/images/emoji/apple/slight_smile.png?v=15" title=":slight_smile:" class="emoji" alt=":slight_smile:" loading="lazy" width="20" height="20"></p>
<p>Context functions carry a contract, and for anything non trivial that contract is much simpler than putting rows into tables by hand. Let’s say you write a chat and you want a thread with a first message. The function is something like <code>start_thread(sender, recipient, initial_message)</code>. Internally it creates the thread, links both users, inserts the message, marks it read for <code>sender</code> and unread for <code>recipient</code>. One line in your test setup vs. a lot of ceremony to recreate that exact state directly in the DB.</p>
<p>So is it really “more complex”? I’d say writing it is less complex. There is more code running, yes. But that code is exactly what reduces the space of valid fixture states down to what the system can actually produce. To me that is the whole point, not a cost.</p>
<p>Heavy, yes, in absolute terms. But ex_machina is not free either, and I think people underestimate this. <code>:org</code> has one <code>:user</code> and has many <code>:project</code>, and <code>:project</code> has <code>:created_by</code> and <code>:approved_by</code> assocs, both pointing at <code>:user</code>. Declare those naively as associations and a plain <code>insert(:project)</code> will create three users  where you wanted one. To prevent that you start writing factory logic that walks through the other associations to reuse an existing user, and the simple <code>user: build(:user)</code> one liner turns into something messy inside the factory file. The complexity does not disappear.</p>
<p>My personal take: have a centralized test setup layer built on <strong>functions</strong>, and by default let it call context functions. When a specific context function is too heavy and is used in most tests (for example, users are created as <code>:pending</code> and must be activated through a separate flow, which is correct for the business but annoying as a prerequisite for every test), I add a lighter setup helper for that case, with a short comment explaining why it skips the normal flow.</p> 
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								<p>How do you test interactions with external services without mocks? How is DI different from mocks in Elixir? I am using mocks and patching for side effect testing and isolation of tests to make them async and I am curious about your experience</p> 
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								<p>Depends what external services we are talking about. In many cases instead of mocking I prefer writing stub. So for HTTP services I will run local HTTP service that I can point to, for DNS service I will implement simple resolver that runs locally. And so on.</p> 
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<p>. In many cases instead of mocking I prefer writing stub. So for HTTP services I will run local HTTP service that I can point to</p>
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<p>Out of curiosity - how is running a local stub server better than stubbing/mocking the server response directly in tests, especially since the latter is much faster both in execution and implementation? <img src="https://forum.elixirforum.com/images/emoji/apple/thinking.png?v=15" title=":thinking:" class="emoji" alt=":thinking:" loading="lazy" width="20" height="20"></p> 
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