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[Interactive Beam] Fix caching deadlock, wait race conditions, and stale graph in notebooks#39161

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[Interactive Beam] Fix caching deadlock, wait race conditions, and stale graph in notebooks#39161
ian-Liaozy wants to merge 4 commits into
apache:masterfrom
ian-Liaozy:master

Apply thread lock following gemini-code-assist suggestions

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GitHub Advanced Security / CodeQL succeeded Jun 29, 2026 in 3s

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