在 AI 场景中，Apache Spark 凭借其强大的批处理能力与 Python 生态兼容性，广泛用于大模型训练前的数据清洗、特征工程与推理任务。而 Ray 因其低延迟、高并发特性，被 OpenAI 等头部机构用于分布式训练与强化学习。两者共同构成 Data + AI 的核心计算底座，支持从数据准备到模型推理的全流程高效执行。
# Basic transcription (TDT decoder, default)
，详情可参考搜狗输入法2026
At Hinkley Point C, officials are planning "more fish protection measures than any other power station in the world," according to John Fingleton, who recently reviewed nuclear regulation for the UK government.
（二）为他人组织作弊提供作弊器材或者其他帮助的；
The Mini is a bite-sized version of The New York Times' revered daily crossword. While the crossword is a lengthier experience that requires both knowledge and patience to complete, The Mini is an entirely different vibe.