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Cache invalidation issues #2808
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opened 2025-12-29 18:22:21 +01:00 by adam
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Reference: starred/netbox#2808
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Originally created by @jeremystretch on GitHub (Aug 15, 2019).
Environment
This issue is an aggregation of several reported bug relating to cache invalidation:
These are all instances of cached data not being appropriately flushed in response to changes in the data.
Please note any related issues here instead of opening new bug reports.
@lampwins commented on GitHub (Aug 19, 2019):
There are two circumstances I identified in the NetBox codebase causing these and other cache invalidation issues.
First, Cacheops does not support auto invalidation of changes to data contained in a
select_related()clause, and this is with good reason. As we know,select_relatedpreforms a join, and thus the additional data is added directly to the destination QuerySet. This is problematic because the additional data cannot be differentiated within that single QuerySet, and thus there is no way to know it was later modified. On the other hand,prefetch_relatedcreates separate QuestSets which are linked to the main QuerySet. In doing so, Cacheops is able to watch these additional QuerySets for modifications.The catch to
prefetch_relatedis instead of a join, it uses an additional query to create a district QuerySet for each relation. On the outset, it may sound bad to useprefetch_relatedin place ofselect_relatedin all occurrences, but after analyzing the code and thinking about the context of data and relationships in NetBox, I honestly don't think it makes a huge difference. After having tested it, my vote is to make the change to useprefetch_relatedin all use cases. I further back this stance up by pointing out that caching is meant to overcome a great deal of performance overhead anyway. If issues arise with particular use cases, we can certainly identify and deal with them in another way.The second issue is our continued use of
update()on QuerySets. The QuerySet update method has long been a thorn in the side of Django, due to the fact it is implemented entirely at the DB layer. This means there is no signaling withing Django for updates that occur with its use. Luckily, Cacheops has overcome this by exposing aninvalidated_update()method on the QuerySet class. Its usage is entirely interchangeable withupdate()which means we do not have to further refactor anything. The catch is, it too results in an additional query to identify all updated instances, but again, this is realistically negligible.@jeremystretch commented on GitHub (Aug 19, 2019):
I don't follow.
select_related()is pulling in data from related models, but those models aren't being modified. For example:This doesn't have any effect on the CircuitType model AFAICT. Does it related to caching of the related objects count (e.g.
circuit_type.circuits.count())? If that's the case, there's still a problem because we can update the circuit's type without ever callingselect_relatedorprefetch_relatedanyway.I thought we got rid of all
update()calls a while back but it looks like we either missed some or they crept back in.We should probably just replace all
update()calls with separate query/save calls anyway IMO.@lampwins commented on GitHub (Aug 19, 2019):
It is not about the modification of model instances for which the query is targeting, but rather the related model instances. In your example, if a CircuitType object that was included in the
select_related('type')was modified, it would not be invalidated as a part of yourcircuit_listquery and thus references to it from yourcircuit_listwould show stale data. This is the direct cause of #3363 and #3382. This is the offending line for the interface example. Switching to aprefetch_relatedhere allows the connected neighbor relation fields to be independent QuerySets which is what Cacheops needs to be able to later invalidate them.Not sure I follow, but in general the counts are handled as normal queries and invalidated in the same way. If anything, these cases are simpler.
In general, I agree with this. There are ~20 or so instances of
update()remaining. Some are rather old, and some snuck in recently. Some cases may make since soinvalidated_update()is a valid option if we choose to keep them.@lampwins commented on GitHub (Aug 20, 2019):
#3300 is caused by
select_related()on the API view's queryset#3363 is caused by
select_related()on the device's interface context queryset#3379 is caused by
update()in virtual chassis signals and the delete views#3382 is caused by
select_related()on the device's parent/child context queryset