Details
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Sub-task
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Status: Resolved
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Critical
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Resolution: Fixed
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0.7-incubating
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None
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Patch
Description
As noted in ATLAS-488, local type-system cache makes Atlas runtime stateful and prevents multiple Atlas instances to be active in a cluster. Either the type-cache should be synched across Atlas instances (on all type create/update requests) or the type-cache should be moved out of Atlas to something like a distributed cache.
1. As a first step, the local type-cache code in TypeSystem.java can be refactored to be carved out as an interface like TypeCacheProvider (whose default implementation for a standalone Atlas server would just use in-process local cache). The cache provider implementation itself could be specified as an optional configuration property. Expert users of Atlas can choose to inject a custom cache provider which can likely hit a distributed cache. We are evaluating the use of a distributed cache.
2. As a second step, some more refactoring can be done to minimize/optimize the calls made to TypeSystem for type lookup queries. Essentially, in a given transaction/request, once a type lookup is done, it should not be requeried again. A request scoped variable (guice would probably help with that scoping) can hold all the lookups made in a request. This might sound like a cache of a cache, but I think it should help in reducing the hits to cache provider if the provider is hitting a remote cache.
Attachments
Attachments
Issue Links
- relates to
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ATLAS-825 Redis-based implementation of type cache provider
- Resolved
- links to