1. The language itself is a security boundary. By defining our own grammar, we control exactly what operations are possible. INSERT, UPDATE, DELETE, DROP, and any ClickHouse function we haven't explicitly allowed simply don't exist in the language. This isn't validation that rejects dangerous queries; the parser physically cannot produce them. We cover this in more detail in the ANTLR section below.
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分层特性通过短语级交错实现细粒度对齐，并通过句子级交错保持长话语的全局语义完整性，从而确保了结构连贯性。训练过程包含两阶段预训练，共处理了2万亿标记。