在 PrettyTable 中用 add_columns 创建 table

Question

我正在尝试使用 PrettyTable 创建 table 性能指标。给定 table 布局，最好使用度量列表和带有 add_column 选项的值列表按列填充 table。但是，当我尝试这样做时，输出在一行中给出了所有列表值：

from prettytable import PrettyTable
mse=123
mae=456
r2=789
performance_metrics=['Mean Squared Error', 'Mean Absolute Error', 'R-Squared']
values=[mse, mae, r2]
#CREATE TABLE
table = PrettyTable()
table.title = 'Model Performance'
column_names=['Metric', 'Value']
table.add_column(column_names[0],[performance_metrics])
table.add_column(column_names[1],[values])
print(table)

+------------------------------------------------------------------------------+
|                              Model Performance                               |
+------------------------------------------------------------+-----------------+
|                           Metric                           |      Value      |
+------------------------------------------------------------+-----------------+
| ['Mean Squared Error', 'Mean Absolute Error', 'R-Squared'] | [123, 456, 789] |
+------------------------------------------------------------+-----------------+

如何在不单独添加每一行的情况下解决这个问题？

更新：回读我意识到我忘记附加所需输出的问题，这显然类似于以下内容：

        +------------------------------------------------------------------------------+
        |                              Model Performance                               |
        +------------------------------------------------------------+-----------------+
        |                           Metric                           |      Value      |
        +------------------------------------------------------------+-----------------+
        | Mean Squared Error                                         | 123             |
        +------------------------------------------------------------+-----------------+
        | Mean Absolute Error                                        | 456             |
        +------------------------------------------------------------+-----------------+          
        | R-Squared                                                  | 789             |          
        +------------------------------------------------------------+-----------------+

Answer 1

您必须尝试对该操作使用循环，此时您要将整个列表添加到一列：

from prettytable import PrettyTable
mse=123
mae=456
r2=789
performance_metrics=['Mean Squared Error', 'Mean Absolute Error', 'R-Squared']
values=[mse, mae, r2]
#CREATE TABLE
table = PrettyTable()
table.title = 'Model Performance'
column_names=['Metric', 'Value']
table.field_names = [column_names[0], column_names[1]]

你必须使用 add_row 来滥用相同列的乘法：

for i in range(len(performance_metrics)):
    table.add_row([performance_metrics[i],values[i]])
print(table)

输出：

+-----------------------------+
|      Model Performance      |
+---------------------+-------+
|        Metric       | Value |
+---------------------+-------+
|  Mean Squared Error |  123  |
| Mean Absolute Error |  456  |
|      R-Squared      |  789  |
+---------------------+-------+

在 PrettyTable 中用 add_columns 创建 table

Create table with add_columns in PrettyTable

python

prettytable