zealchen opened a new pull request, #1624:
URL: https://github.com/apache/horaedb/pull/1624

   ## Rationale
   
   #1623 
   
   ## Detailed Changes
   
   1. Sequence diagram
   <img width="1121" alt="image" 
src="https://github.com/user-attachments/assets/bdecec35-9558-4aef-85e2-c0e3306a293d";
 />
   
   2. Implement three caches: MetricsCache, SeriesCache, and TagIndexCache, 
each with an asynchronous serialization function.
   3. Implement async write to storage in batch mode.
   
   TODO: 
   1. Some parameters need to be made configurable.
   
   ## Test Plan
   
   UT
   ```sh
   running 1 test
   test index::cache::tests::test_cache_manager_updates ... ok
   
   test result: ok. 1 passed; 0 failed; 0 ignored; 0 measured; 0 filtered out; 
finished in 3.05s
   
        Running unittests src/lib.rs 
(target/debug/deps/pb_types-2fb383c00286addd)
   ```


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