[Draft] Support distributed cache storage

[juncaipeng]

Motivation

Support distributed cache storage

Modifications

xxx

Usage or Command

xxx

Accuracy Tests

xxx

Checklist

• [ ] Add at least a tag in the PR title.
  • Tag list: [[FDConfig],[APIServer],[Engine], [Scheduler], [PD Disaggregation], [Executor], [Graph Optimization], [Speculative Decoding], [RL], [Models], [Quantization], [Loader], [OP], [KVCache], [DataProcessor], [BugFix], [Docs], [CI], [Optimization], [Feature], [Benchmark], [Others], [XPU], [HPU], [GCU], [DCU], [Iluvatar], [Metax]]
  • You can add new tags based on the PR content, but the semantics must be clear.
• [ ] Format your code, run pre-commit before commit.
• [ ] Add unit tests. Please write the reason in this PR if no unit tests.
• [ ] Provide accuracy results.
• [ ] If the current PR is submitting to the release branch, make sure the PR has been submitted to the develop branch, then cherry-pick it to the release branch with the [Cherry-Pick] PR tag.

[paddle-bot[bot]]

Thanks for your contribution!

[codecov-commenter]

Codecov Report

:x: Patch coverage is 22.30216% with 432 lines in your changes missing coverage. Please review. :warning: Please upload report for BASE (develop@1f63000). Learn more about missing BASE report.

Files with missing lines	Patch %	Lines
fastdeploy/cache_manager/cache_transfer_manager.py	16.66%	103 Missing and 2 partials :warning:
.../transfer_factory/mooncake_store/mooncake_store.py	28.67%	97 Missing :warning:
fastdeploy/cache_manager/prefix_cache_manager.py	21.92%	86 Missing and 3 partials :warning:
...r_factory/mooncake_store/test_mooncake_transfer.py	0.00%	55 Missing :warning:
fastdeploy/engine/sched/resource_manager_v1.py	2.32%	42 Missing :warning:
...nager/transfer_factory/mooncake_store/unit_test.py	0.00%	40 Missing :warning:
fastdeploy/cache_manager/ops.py	0.00%	2 Missing :warning:
...tdeploy/cache_manager/transfer_factory/__init__.py	71.42%	1 Missing and 1 partial :warning:

Additional details and impacted files

@@            Coverage Diff             @@
##             develop    #5459   +/-   ##
==========================================
  Coverage           ?   59.58%           
==========================================
  Files              ?      334           
  Lines              ?    41446           
  Branches           ?     6252           
==========================================
  Hits               ?    24696           
  Misses             ?    14878           
  Partials           ?     1872           

Flag	Coverage Δ
GPU	59.58% <22.30%> (?)

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