perf(results): build typed columns directly from the driver stream instead of collecting List<List<Object?>> first
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评估
- 难度
- 4/5
- 预计耗时
- 3-5 天
- 新手友好度
- 42/100
- Issue 类型
- 功能
- 描述清晰度
- 基本清楚
- 活跃度
- 活跃
- 技术栈
- dart, mysql, postgresql, sqlite
- 领域
- database, performance
调研方向
Read postgres_sql_workspace.dart, mysql_sql_workspace.dart, and sqlite_sql_workspace.dart to trace how each driver currently collects rows and builds CompactResultDataset; then inspect CompactResultDataset.fromRawRows and the related work in #1548. Define a shared builder that preserves current mixed-type and NULL behavior, and use existing dataset tests to check it across all three drivers. Done means those tests pass and the PR reports peak RSS and timings for 5k and 50k rows.
由索引模型根据 Issue 内容生成。
描述
Problem
Each SQL driver workspace builds an intermediate List<List<Object?>> of the whole result and only then packs it into typed columns (CompactResultDataset.fromRawRows):
- PostgreSQL (
postgres_sql_workspace.dart):rawRows.add(row.toList())for every row. - MySQL (
mysql_sql_workspace.dart):taken.items(allResultSetRows kept) and then[for (i...) row.colAt(i)]per row. - SQLite: same pattern (
sqlite_sql_workspace.dart).
So every cell is copied into a per-row list once, kept alive until the dataset is built, and then read again column by column.
Measurements
Local PostgreSQL 16 / MySQL 8.4 containers, 100k rows x 20 columns, dart run, median of 3:
| Driver | Rows | Network + decode | Extra row copy | Longest event-loop stall during it |
|---|---|---|---|---|
| PostgreSQL | 5,000 | 21-22 ms | 1-3 ms (row.toList) |
0 ms |
| PostgreSQL | 50,000 | 257-271 ms | 10-19 ms | 0-2 ms |
| MySQL | 5,000 | 31-38 ms | 2-5 ms (colAt) |
4-7 ms |
| MySQL | 50,000 | 296-320 ms | 33-42 ms | 7-15 ms |
(The decode itself yields between socket chunks: the PostgreSQL driver blocks the event loop for 0-2 ms even at 50k rows, so moving the driver into a worker isolate would not remove a visible hitch; it only adds connect cost and a result hand-off. Not recommended.)
Solution
Let the driver loop append into column builders (int / double / string / generic with a null bitmap) as rows arrive, deciding the kind from the first rows and falling back to generic when a value does not fit, instead of collecting List<List<Object?>>. A small ResultColumnsBuilder would be shared by the three drivers and by #1548's sampled detection.
Expected: removes the 1-3 ms (5k) / 10-40 ms (50k) copy and the peak memory of the intermediate list, and makes the "decode / pack" step incremental.
Acceptance
- A shared builder used by PostgreSQL, MySQL and SQLite workspaces; existing dataset tests unchanged.
- Mixed-type and NULL-heavy columns still end up as
generic/stringexactly as today (tests). - Peak RSS and time for 5k and 50k rows reported in the PR.
Related: #1548, #1549.
- 主要语言
- Dart
- 星标
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- 平均合并
- 31 分钟
- 30 天内合并 PR
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