Technical Paper

索引与分区

5.12 索引与分区

receiptsreceipt_line_itemsuploaded_at 月份分区。活跃产品视窗保留于热资料层;较旧分区滚动至低成本的分析层。活跃索引类别:

资料表索引用途
receipts(user_id, uploaded_at DESC)列出使用者收据
receipts(merchant_id, uploaded_at DESC)商家伫列
receipt_line_items(canonical_product_id, uploaded_at DESC)价格观测
price_observations(canonical_product_id, observed_at)通膨脉冲
canonical_productsembedding_vector(近似最近邻)阶段 4 配对
bint_ledger(user_id, created_at DESC)余额查询

向量索引是重建成本最高的索引,也是标准目录成长的限制因素 — 02 2.7 将其列为成本杠杆。具体的索引引擎与调校参数由内部营运层管理。