Croatia refuses to transport Russian oil to Hungary
DataWorks 在 Notebook 中全面升级 Data+AI 一体化开发能力，支持 Python Cell 与 SQL Cell 双模式交互，结合智能代码补全、可视化分析与 AI Copilot 辅助，显著提升数据探索与模型开发效率。通过 Serverless Spark 引擎与多任务类型支持，实现从数据处理到 AI 训练推理的端到端协同。
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除了模型能力大幅提升，Kimi K2.5模型爆火的另一个原因，在于其独特的Agent技术，其“Agent swarm”功能能自主调度多达100个分身并行处理1500个步骤。
That said, it's important to recognize that locking in itself is not bad. It does, in fact, serve an important purpose to ensure that applications properly and orderly consume or produce data. The key challenge is with the original manual implementation of it using APIs like getReader() and releaseLock(). With the arrival of automatic lock and reader management with async iterables, dealing with locks from the users point of view became a lot easier.
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