apache / apache/datafusion-python
Add most functions to the Expr class so that they're chainable.
- 主要語言
- Python
- 星號
- 604
- 分支
- 174
- 平均合併
- 2 天 22 小時
- 30 天內合併 PR
- 5
描述
**Is your feature request related to a problem or challenge? Please describe what you are trying to do.**
Instead of doing
```python
df.select(
F.abs(
col("id1")
)
.alias("id1")
)
```
It would be nicer to do
```python
df.select(
col("id1")
.abs()
.alias("id1")
)
```
**Describe the solution you'd like**
This is already partly there, for example, `alias` is already in the Expr class. It would be a bit tedious but easy to add under `class Expr`, for example:
```python
def abs(self) -> datafusion.Expr:
"""Return the absolute value of a given number.
Returns:
--------
Expr
A new expression representing the absolute value of the input expression.
"""
return F.abs(self)
```
**Describe alternatives you've considered**
if it weren't for the type hinter, monkey patching.
**Additional context**
There will still be functions that don't make sense to chain off of a call to `col` such as `when` since it doesn't return an Expr. But, even functions that take multiple inputs can have this for instance `col("a").atan2("b")`. Additionally, this is completely backwards compatible since I'm not proposing eliminating the functions module.
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研究方向
從 Expr 類別和 issue 中參照的 functions 模組開始,然後比較現有的 Expr 方法與將表達式作為輸入的函式。為適用的函式新增可鏈式呼叫的方法,同時保留 functions 模組 API;完成後,所示的 col("id1").abs().alias("id1") 模式和多輸入範例應能正常運作。
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評估
- 技術堆疊
- python
- 領域
- data
- Issue 類型
- 功能
- 難度
- 3/5
- 預估耗時
- 1-2 天
- 活躍度
- 停滯
- 描述清晰度
- 基本清楚
- 新手友好度
- 42/100