熊猫数据框的类属性

Question

我想知道如何让我的熊猫数据框从给定的类属性中获取数据。我的代码如下所示：

import pandas as pd


class Surfers:
    def __init__(self):
        self.name_full: str = None
        self.contest_round: str = None
        self.score: str = None

    def __repr__(self):
        name_to_show: str = ''
        if self.name_full is not None:
            name_to_show = self.name_full
        round_to_show: str = ''
        if self.contest_round is not None:
            round_to_show = self.contest_round
        score_to_show: str = ''
        if self.score is not None:
            score_to_show = self.score
        return f"{name_to_show}, {round_to_show}, {score_to_show}"

#This is just an example, I am actually scraping to get these values
surfer1 = Surfers()
surfer1.contest_round = '2'
surfer1.name_full = "Kelly Slater"
surfer1.score = '15.75'

我希望我的数据框最终看起来像这样：

Name            Round      Score

Kelly Slater    2          15.75

我想知道如何使用 pandas 获取 name_full、contest_round 和 score 属性来获取此数据框。

Answer 1

import pandas as pd
# 

class Surfers:
    def __init__(self):
        self.name_full: str = None
        self.contest_round: str = None
        self.score: str = None

    def __repr__(self):
        name_to_show: str = ''
        if self.name_full is not None:
            name_to_show = self.name_full
        round_to_show: str = ''
        if self.contest_round is not None:
            round_to_show = self.contest_round
        score_to_show: str = ''
        if self.score is not None:
            score_to_show = self.score
        return f"{name_to_show}, {round_to_show}, {score_to_show}"

#This is just an example, I am actually scraping to get these values
surfer1 = Surfers()
surfer1.contest_round = '2'
surfer1.name_full = "Kelly Slater"
surfer1.score = '15.75'
str1 = str(surfer1)
data_list = str1.split(", ")
data = [data_list]
  
# Create the pandas DataFrame
df = pd.DataFrame(data, columns=['Name', 'Round', 'Score'])

print(df)