Python教程-Python中的Prettytable
在本教程中,我们将学习如何使用Python的Prettytable模块创建关系表。我们将创建表格而无需使用外部库。
什么是Pretty Table?
漂亮的表格是数据的可视化呈现,采用表格形式的ASCII表格,易于使用。prettytable库包括PrettyTable类,用于创建关系表。要使用此库,需要使用以下命令进行安装。
安装
pip install prettytable
使用Pretty Table创建表格
在这里,我们将使用Pretty Table模块逐行创建表格。让我们理解以下示例。
示例 - 1: 逐行创建表格
from prettytable import PrettyTable
# Creating a new table
newTable = PrettyTable(["Student Name", "Class", "Subject", "Makrs"])
# Add rows
newTable.add_row(["Camron", "X", "English", "91"])
newTable.add_row(["Haris", "X", "Math", "63"])
newTable.add_row(["Jenny", "X", "Science", "90"])
newTable.add_row(["Bernald", "X", "Art", "92"])
newTable.add_row(["Jackson", "X", "Science", "98"])
newTable.add_row(["Samual", "X", "English", "88"])
newTable.add_row(["Stark", "X", "English", "95"])
print(newTable)
输出:
+--------------+-------+---------+-------+
| Student Name | Class | Subject | Makrs |
+--------------+-------+---------+-------+
| Camron | X | English | 91 |
| Haris | X | Math | 63 |
| Jenny | X | Science | 90 |
| Bernald | X | Art | 92 |
| Jackson | X | Science | 98 |
| Samual | X | English | 88 |
| Stark | X | English | 95 |
+--------------+-------+---------+-------+
示例 - 2: 列方式创建表格
from prettytable import PrettyTable
columns = ["Student Name", "Class", "Subject", "Marks"]
newTable = PrettyTable()
# Add Columns
newTable.add_column(columns[0], ["Jacob", "Peter", "Grenger",
"Stark", "Falcon", "Matthew", "Jackson"])
newTable.add_column(columns[1], ["X", "X", "X", "X", "X", "X", "X"])
newTable.add_column(columns[2], ["English", "Art", "Science", "Math", "Science", "English", "English"])
newTable.add_column(columns[3], ["91", "63", "90", "92",
"98", "83", "95"])
print(newTable)
输出:
+--------------+-------+---------+-------------------+
| Student Name | Class | Subject | Marks |
+--------------+-------+---------+-------------------+
| Jacob | X | English | 91 |
| Peter | X | Art | 63 |
| Grenger | X | Science | 90 |
| Stark | X | Math | 92 |
| Falcon | X | Science | 98 |
| Matthew | X | English | 83 |
| Jackson | X | English | 95 |
+--------------+-------+---------+------------------+
我们使用了prettytable模块的add_column()方法。
示例 - 3: 一次添加多行
from prettytable import PrettyTable
# Creating a new table
newTable = PrettyTable(["Student Name", "Class", "Subject", "Makrs"])
# # Add rows
newTable.add_rows(
[
["Camron", "X", "English", "91"],
["Haris", "X", "Math", "63"],
["Jenny", "X", "Science", "90"],
["Bernald", "X", "Art", "92"],
["Jackson", "X", "Science", "98"],
["Samual", "X", "English", "88"],
["Stark", "X", "English", "95"],
]
)
print(newTable)
输出:
+--------------+-------+---------+-------+
| Camron | X | English | 91 |
| Haris | X | Math | 63 |
| Jenny | X | Science | 90 |
| Bernald | X | Art | 92 |
| Jackson | X | Science | 98 |
| Samual | X | English | 88 |
| Stark | X | English | 95 |
+--------------+-------+---------+-------+
PrettyTable 删除行
此模块提供了del_row()方法,用于删除行。它接受要删除的行的索引值并将其从表格中删除。索引从零开始。让我们了解以下代码。
示例:
from prettytable import PrettyTable
# Creating a new table
newTable = PrettyTable(["Student Name", "Class", "Subject", "Makrs"])
# # Add rows
newTable.add_row(["Camron", "X", "English", "91"])
newTable.add_row(["Haris", "X", "Math", "63"])
newTable.add_row(["Jenny", "X", "Science", "90"])
newTable.add_row(["Bernald", "X", "Art", "92"])
newTable.add_row(["Jackson", "X", "Science", "98"])
newTable.add_row(["Samual", "X", "English", "88"])
newTable.add_row(["Stark", "X", "English", "95"])
newTable.del_row(1)
newTable.del_row(2)
newTable.del_row(3)
print(newTable)
输出:
+--------------+-------+---------+-------+
| Student Name | Class | Subject | Makrs |
+--------------+-------+---------+-------+
| Camron | X | English | 91 |
| Jenny | X | Science | 90 |
| Jackson | X | Science | 98 |
| Stark | X | English | 95 |
+--------------+-------+---------+-------+
它将从表格中删除特定的行。要清除整个表格,我们使用以下方法:
myTable.clear_rows()
示例 - 2:
from prettytable import PrettyTable
# Creating a new table
newTable = PrettyTable(["Student Name", "Class", "Subject", "Makrs"])
# # Add rows
newTable.add_row(["Camron", "X", "English", "91"])
newTable.add_row(["Haris", "X", "Math", "63"])
newTable.add_row(["Jenny", "X", "Science", "90"])
newTable.add_row(["Bernald", "X", "Art", "92"])
newTable.add_row(["Jackson", "X", "Science", "98"])
newTable.add_row(["Samual", "X", "English", "88"])
newTable.add_row(["Stark", "X", "English", "95"])
newTable.clear_rows()
print(newTable)
输出:
+--------------+-------+---------+------------------+
| Student Name | Class | Subject | Makrs |
+--------------+-------+---------+--------------------+
+--------------+-------+---------+--------------------+
正如我们在上面的代码中看到的,所有行都已被删除。我们只能看到列名。
获取特定的行和列
prettytable的主要目的是以ASCII形式获得表格。我们可以使用以下方法限制表格的输出。
get_string(fields=["Column 1", "Column2", .............., ColumnN]
让我们了解以下示例。
示例:
from prettytable import PrettyTable
# Creating a new table
newTable = PrettyTable(["Student Name", "Class", "Subject", "Makrs"])
# # Add rows
newTable.add_rows(
[
["Camron", "X", "English", "91"],
["Haris", "X", "Math", "63"],
["Jenny", "X", "Science", "90"],
["Bernald", "X", "Art", "92"],
["Jackson", "X", "Science", "98"],
["Samual", "X", "English", "88"],
["Stark", "X", "English", "95"],
]
)
print(newTable.get_string(fields=["Student Name", "Class"]))
输出:
+--------------+--------------+
| Student Name | Class |
+--------------+--------------+
| Camron | X |
| Haris | X |
| Jenny | X |
| Bernald | X |
| Jackson | X |
| Samual | X |
| Stark | X |
+--------------+---------------+
字段参数接受要打印的字段名称列表。
我们还可以使用以下方法来控制结果:
print(newTable.get_string(start=1, end=4)
输出:
+--------------+-------+---------+-------------------+
| Student Name | Class | Subject | Makrs |
+--------------+-------+---------+-------------------+
| Camron | X | English | 91 |
| Haris | X | Math | 63 |
| Jenny | X | Science | 90 |
+--------------+-------+---------+------------------+
更改列的对齐方式
我们可以观察到表格中的所有列都居中对齐。我们可以根据需要将其更改为align属性分配一个字符,有三个字符串 - 'l'(左对齐),'r'(右对齐)和'c'(居中对齐)。
让我们看以下示例。
示例 -
newTable.align = 'r'
print(newTable)
输出:
+--------------+-------+---------+-------------------+
| Student Name | Class | Subject | Makrs |
+--------------+-------+---------+------------------+
| Camron | X | English | 91 |
| Haris | X | Math | 63 |
| Jenny | X | Science | 90 |
| Bernald | X | Art | 92 |
| Jackson | X | Science | 98 |
| Samual | X | English | 88 |
| Stark | X | English | 95 |
+--------------+-------+---------+------------------+
更改表格的外观
默认表格看起来像SQL数据库界面。然而,我们可以将表格外观修改为其他格式。prettytable模块提供了set_style()方法,将表格变成适合MS Word的友好格式。
让我们看以下示例。
示例 - 将以下代码添加到创建表格代码中。
from prettytable import MSWORD_FRIENDLY
newTable.set_style(MSWORD_FRIENDLY)
print(newTable)
输出:
| Student Name | Class | Subject | Makrs |
| Camron | X | English | 91 |
| Haris | X | Math | 63 |
| Jenny | X | Science | 90 |
| Bernald | X | Art | 92 |
| Jackson | X | Science | 98 |
| Samual | X | English | 88 |
| Stark | X | English | 95 |
我们可以清楚地看到默认表格和MS Word友好表格之间的区别。
结论
我们已经讨论了在使用Python脚本工作时,使用prettytable模块执行一些重要操作。这是一个非常有效的模块,用于处理表格。