fix(mcp-server): use double-checked locking to prevent race condition in _init()#170
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zong0728 wants to merge 1 commit intokubeflow:mainfrom
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fix(mcp-server): use double-checked locking to prevent race condition in _init()#170zong0728 wants to merge 1 commit intokubeflow:mainfrom
zong0728 wants to merge 1 commit intokubeflow:mainfrom
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… in _init() _init() previously checked 'if model is None' without any synchronisation. Under concurrent tool calls, multiple threads could observe model as None simultaneously and each create a separate SentenceTransformer instance, wasting memory and causing non-deterministic initialisation behaviour. Add a module-level threading.Lock() and apply the double-checked locking pattern: a fast unsynchronised check avoids lock contention on the hot path, while the inner check under the lock guarantees only one thread performs the actual initialisation. Closes kubeflow#74 Signed-off-by: Shengzhong Guan <guan@cmu.edu> Made-with: Cursor
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Fixes #169
_init()checkedif model is Nonewithout any synchronisation. Under concurrent tool calls, multiple threads could observemodelasNonesimultaneously and each create a separateSentenceTransformer, wasting memory and causing non-deterministic initialisation behaviour.Root Cause
The check-then-act on the global has no lock. Two threads arriving before the first load completes both pass the
if model is Noneguard and each runSentenceTransformer(EMBEDDING_MODEL), doubling memory usage.Fix
Add a module-level
threading.Lock()and apply double-checked locking: fast unsynchronised check on the hot path, safe initialisation under the lock. Only one thread ever runs the constructor.Testing
Checklist