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  1. Atlas
  2. ATLAS-488 Atlas service scalability
  3. ATLAS-683

Refactor local type-system cache with cache provider interface

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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

        1. ATLAS-683.patch
          65 kB
          venkata madugundu
        2. ATLAS-683-1.patch
          66 kB
          venkata madugundu
        3. ATLAS-683-2.patch
          50 kB
          venkata madugundu
        4. ATLAS-683-final.patch
          53 kB
          Shwetha GS
        5. rb46330.patch
          54 kB
          Dave Kantor
        6. RedisTypeCacheProvider.java
          14 kB
          venkata madugundu

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              vmadugun venkata madugundu
              vmadugun venkata madugundu
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