crate / crate/crate-python

TypeError: Type is not JSON serializable: `numpy.ndarray`/`recarray`

未关闭
#729 1 条评论 0 个 reaction 已指派 0 人 在 GitHub 查看
主要语言
Python
星标
85
派生
34
平均合并
3 天 16 小时
30 天内合并 PR
3

描述

## Problem
We probed JSON serialization with `crate-python` and discovered it does not work well in all situations yet, for example when the data payload includes an array/list, and is read from JSON using pandas or Polars.

```json
{"foo":"bar","baz":["qux"]}
```

The reason is that the decoded payload includes `numpy.ndarray` or `recarray` types.

## Reproduce
[`cratedb-orjson.py`](https://gist.github.com/amotl/f55474d633e7c71498c24ce3ca4c6332) can be used to reproduce the problem.

## References
- https://github.com/crate/cratedb-toolkit/issues/482

贡献指南

打开贡献指南

调研方向

Start with the cratedb-orjson.py reproduction linked in the issue and inspect how crate-python handles decoded payloads containing numpy.ndarray or recarray values. Confirm the failure with array/list data read through pandas or Polars; done means those payloads serialize without the reported TypeError.

由索引模型根据 Issue 内容生成。

评估

技术栈
numpy, pandas, python
领域
database
Issue 类型
缺陷
难度
3/5
预计耗时
1-2 天
活跃度
停滞
描述清晰度
基本清楚
新手友好度
35/100

把新 issue 发到你的邮箱

精选适合新手参与的 GitHub issue 摘要。