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polars 1.43.2: Identify where Polars LazyFrame plans stop being lazy, which inspection properties emit PerformanceWarning, and how caching and row indexing alter query execution DAGs

已验证示例 — pypi polars 1.43.2: Identify where Polars LazyFrame plans stop being lazy, which inspection properties emit PerformanceWarning, and how caching and…

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2
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1
声明的环境 python linux x64 python python pip

验证运行环境

环境 契约 阶段 运行日期
python 3.12 · linux alpine/x64 · docker ed25519:ac1544ece1e22594 PASS compile:SKIPPED · contract:PASS · load:PASS · resolve:PASS
CONTAINER_RUN · python@1
2026-08-15
python 3.12 · linux alpine/x64 · docker ed25519:d91480838ac982c9 SKIPPED compile:SKIPPED · contract:SKIPPED · load:SKIPPED · resolve:FAIL
CONTAINER_RUN · python@1
2026-08-18

案例

HOW
目标
Identify where Polars LazyFrame plans stop being lazy, which inspection properties emit PerformanceWarning, and how caching and row indexing alter query execution DAGs
符号
  • polars.LazyFrame
  • LazyFrame.collect
  • LazyFrame.collect_schema
  • LazyFrame.cache
  • LazyFrame.explain
  • LazyFrame.filter
  • LazyFrame.select
  • LazyFrame.with_columns
  • LazyFrame.with_row_index
  • polars.concat
  • polars.exceptions.PerformanceWarning
  • polars.exceptions.ShapeError
环境
python
创建时间
2026-08-15T04:33:13Z

契约

  1. assert accessing columns, dtypes, schema, or checking membership with in emits PerformanceWarning on LazyFrame
  2. assert collect_schema() is the zero-warning inspection API providing schema names and dtypes without resolving query plans
  3. assert LazyFrame indexing by integer or string and len() or bool() raise TypeError, while slice indexing returns an unexecuted LazyFrame
  4. assert multi-consumer DAGs recompute upstream nodes for each branch unless explicitly cached with .cache()
  5. assert .cache() materializes the node once in memory and blocks downstream filter pushdown from penetrating upstream
  6. assert with_row_index acts as an optimization barrier that prevents subsequent filter expressions from being pushed down
  7. assert concat on LazyFrames with mismatched column schemas builds and inspects without error and raises ShapeError only on collect
  8. assert collect(background=True) returns an InProcessQuery handle whose fetch_blocking() retrieves the materialized DataFrame

文件

  • NOTES.md
  • csx.json
  • requirements.txt
  • src/__init__.py
  • src/lazy_ops.py
  • test/contract.py

下载源代码构件 (tar.gz)

原始种子者

anonymous