apache / apache/iceberg-python
Visitor and evaluator edge cases can over-prune files or mishandle nulls
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描述
Several visitor/evaluator edge cases appear unsafe or inconsistent:
1. `_StrictMetricsEvaluator.visit_not_equal` / `visit_not_in` return `ROWS_MUST_MATCH` when a file can contain nulls or NaNs. Example stats with `[null, 5]` or `[NaN, 5.0]` and lower/upper bounds both `5` return true for `NotEqualTo("x", 5)` / `NotIn("x", {5})`, even though one row does not match. This can incorrectly mark whole files deleted.
2. `_StrictMetricsEvaluator.eval` returns `ROWS_MUST_MATCH` for `record_count <= 0`. `record_count=0` is vacuously true, but `record_count=-1` is unknown per the local comment; even `AlwaysFalse()` returns true.
3. `ResidualVisitor` comparison methods directly compare partition values to literals. A nullable identity partition value of `None` with `LessThan("x", 1)` raises `TypeError`, while row evaluation returns false.
4. `ResidualVisitor.visit_not_nan(None)` returns `AlwaysFalse`, while expression evaluation treats `NotNaN(None)` as true. Existing tests encode both behaviors, so the semantics are inconsistent.
Validated against the current tree; examples use stats/partition shapes already supported by the repo tests.
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调研方向
从 _StrictMetricsEvaluator.visit_not_equal、visit_not_in 和 eval 开始,然后检查 ResidualVisitor 上的比较方法和 visit_not_nan。运行 stats、nullable partitions 和 NotNaN 行为的现有测试;当边界情况具有一致的语义,且不存在不安全的剪枝或 null 处理错误时,即表示完成。
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- 技术栈
- python
- 领域
- data, testing-qa
- Issue 类型
- 缺陷
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- 4/5
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- 3-5 天
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- 活跃
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- 48/100