Isolate Avro usage in parquet-cli to commands that require Avro
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- 重构
- 描述清晰度
- 基本清楚
- 活跃度
- 冷清
- 技术栈
- java
- 领域
- cli, data-engineering
调研方向
首先跟踪 parquet-cli 中 cat、head、scan、schema、conversion 和 rewrite 命令的入口点,包括现有的 GroupReadSupport fallback。使用 data/nested_lists.snappy.parquet、shredded_variant/case-001.parquet 和 data/int96_from_spark.parquet 重现这些失败。完成的标准是:Parquet 检查和物理重写使用原生路径,同时 Avro 仍用于转换工作流和非 Parquet 输入。
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描述
Motivation
parquet-cli still uses Avro as an internal row model in places where users are only trying to inspect Parquet files. Valid Parquet is not always valid Avro, so Parquet inspection should not require Parquet schemas or records to round-trip through Avro.
cat/head already has a group-reader fallback for one class of problem: Avro schema conversion failures such as invalid Avro field names. That fallback is useful, but it is still a special case. Other inspection paths, such as scan, still use the Avro-backed data path for Parquet input.
Concrete examples:
- Invalid Avro field names:
original-instructionandcolumn with known typeare valid Parquet field names but invalid Avro names. This already required acat/headgroup-reader fallback. - Nested Parquet structures:
data/nested_lists.snappy.parquetis a validparquet-testingfixture, butcatandscanfail through the Avro-backed reader. - Projection/type mismatch: UUID and INT96 Parquet columns can fail when Avro projection rewrites the requested physical type.
- Lost Parquet structure: shredded Variant and other newer logical types can have valid Parquet physical structures that Avro cannot represent without losing information.
Avro is still part of the CLI API for conversion workflows. The goal is not to remove Avro; it is to stop requiring Avro for Parquet inspection.
Proposal
Use Avro only when the command or input/output format requires it. Use Parquet-native readers and metadata APIs for Parquet inspection and physical rewrites.
| Command | Avro needed? | Proposed internal path |
|---|---|---|
help, version |
No | CLI metadata only |
meta, pages, dictionary, check-stats, column-index, column-size, footer, bloom-filter, size-stats, geospatial-stats |
No | ParquetFileReader and Parquet metadata/page/stat APIs |
prune, trans-compression, masking, rewrite |
No | Parquet rewrite utilities |
cat, head |
Only for non-Parquet inputs | Parquet -> GroupReadSupport; Avro/JSON -> Avro path |
scan |
Only for non-Parquet inputs | Parquet -> GroupReadSupport; Avro/JSON -> Avro path |
schema |
Yes by default | Keep Avro schema output; keep physical Parquet path for --parquet |
csv-schema |
Yes | Avro schema inference |
convert-csv |
Yes | CSV -> Avro records/schema -> Parquet |
convert |
Yes | Avro-backed conversion path |
to-avro |
Yes | Avro writer/schema path |
Related issues
- https://github.com/apache/parquet-java/issues/2836 / https://github.com/apache/parquet-java/pull/3332:
catfailed because Avro rejected a Parquet field name. The merged fix added a Parquet group-reader fallback. - https://github.com/apache/parquet-java/issues/2835:
headreported the same class of invalid Avro field-name failure. - https://github.com/apache/parquet-java/issues/2708:
catfailed on parquet-protobuf files with modern LIST encoding viaAvroRecordConverter. - https://github.com/apache/parquet-java/issues/1641: UUID values failed because Avro projection changed the requested physical type; skipping projection let the file read.
- https://github.com/apache/parquet-java/issues/3345: INT96 data failed through Avro requested-schema conversion.
- https://github.com/apache/parquet-java/issues/3477: Avro schema conversion dropped
typed_valuefrom shredded Variant schemas. - https://github.com/apache/parquet-java/issues/2339:
convert-csvhit Avro naming rules. This should stay in the Avro-backed conversion area, not drive Parquet inspection behavior.
Tangential: https://github.com/apache/parquet-java/issues/2657 and https://github.com/apache/parquet-java/issues/2630 show additional CLI coupling to Avro internals, but are mostly binary/API mismatch issues.
Summary
Keep Avro for Avro-facing workflows: schema default output, to-avro, convert, CSV/JSON conversion, and Avro input handling.
Use Parquet-native readers for Parquet inspection and physical rewrites. This preserves the Avro API where intentional while making parquet-cli more robust for valid Parquet files that Avro cannot model.
Appendix
Repro examples
Using parquet-mr version 1.17.1 and fixtures from apache/parquet-testing:
git clone https://github.com/apache/parquet-testing.git
cd parquet-testing
These Parquet inspection commands currently fail:
parquet cat -n 1 data/nested_lists.snappy.parquet
parquet scan data/nested_lists.snappy.parquet
parquet cat -n 1 shredded_variant/case-001.parquet
parquet scan shredded_variant/case-001.parquet
parquet cat -n 1 data/int96_from_spark.parquet
parquet scan data/int96_from_spark.parquet
Observed failure classes:
data/nested_lists.snappy.parquet: Avro schema conversion succeeds, butcatandscanfail during Avro-backed record reading withParquetDecodingException, followed byGroupColumnIO.getFirstindex failure.shredded_variant/case-001.parquet: Avro schema conversion succeeds, butcatandscanfail during Avro-backed record reading withParquetDecodingException, followed byGroupColumnIO.getLastindex failure.data/int96_from_spark.parquet: Avro schema conversion fails before reading records withArgument error: INT96 is deprecated..., blocking Parquet row inspection.
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