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手把手教你做一个数据图表生成器(附源码)

我的需求:手动配置X轴、Y轴、图表标题等参数自动通过Pyecharts模块生成可视化的html数据图表,并将浏览器图表展示到UI界面上。

【阅读全文】

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制作出图表后的效果展示如下:

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另外,生成后的图表结果会使用 html 的形式保存下来。

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导入 UI 界面相关的 PyQt5 第三方模块库。

from PyQt5.QtCore import *

from PyQt5.QtWidgets import *

from PyQt5.QtGui import *

若是使用PyQt5的版本是5.10.1以上,则需要单独安装一下PyQtWebEngine,说是QtWebEngineWidgets模块被新版本移除了。执行一下下面安装单独安装一下PyQtWebEngine就OK了。

pip install PyQtWebEngine

导入 Web 浏览器引擎的支持。

from PyQt5.QtWebEngineWidgets import QWebEngineView

应用其他的相关模块导入。

import sys # 应用操作库

import os

from datetime import datetime

from pyecharts.charts import * # 图表设置展示库

from pyecharts import options # 图标参数配置库

主要的代码块实现过程如下:

class DataVisual(QWidget):
def __init__(self):
super(DataVisual, self).__init__()
self.cwd = os.getcwd() # 获取当前路径
self.init_ui()

def init_ui(self):
self.setWindowTitle(\'数据图表生成器\')
self.setWindowIcon(QIcon(\'数据.ico\'))

self.brower = QWebEngineView()
self.brower.setMinimumWidth(800)
self.brower.setMaximumWidth(1400)
self.brower.setUrl(QUrl(\'\'))

form = QFormLayout()

\'\'\'折线图/柱状图控件开始\'\'\'
self.selected_label = QLabel()
self.selected_label.setText(\'设置图表类型:\')
self.selected_cobox = QComboBox()
self.selected_cobox.addItems([\'Bar(柱状图/条形图)\', \'Line(折线/面积图)\', \'Pie(饼图)\'])
self.selected_cobox.currentIndexChanged.connect(self.selected_cobox_change)

self.title_label = QLabel()
self.title_label.setText(\'设置标题:\')
self.title_text = QLineEdit()
self.title_text.setPlaceholderText(\'请输入图表标题(最大长度10)\')
self.title_text.setMaxLength(10)

self.subtitle_label = QLabel()
self.subtitle_label.setText(\'设置副标题:\')
self.subtitle_text = QLineEdit()
self.subtitle_text.setPlaceholderText(\'请输入图表副标题(最大长度20)\')
self.title_text.setMaxLength(20)

self.data_label_x = QLabel()
self.data_label_x.setText(\'设置X轴数据:\')
self.data_text_x = QLineEdit()
self.data_text_x.setPlaceholderText(\"湖北, 四川, 重庆, 河北, 云南\")
self.data_text_x.setMaxLength(1000)

self.data_label_y1_name = QLabel()
self.data_label_y1_name.setText(\'设置Y1轴标签:\')
self.data_text_y1_name = QLineEdit()
self.data_text_y1_name.setPlaceholderText(\"请输入Y1轴标签\")

self.data_label_y1 = QLabel()
self.data_label_y1.setText(\'设置Y1轴数据:\')
self.data_text_y1 = QLineEdit()
self.data_text_y1.setPlaceholderText(\"34500, 3000, 3218, 2890, 50023\")
self.data_text_y1.setMaxLength(1000)

self.data_label_y2_name = QLabel()
self.data_label_y2_name.setText(\'设置Y2轴标签:\')
self.data_text_y2_name = QLineEdit()
self.data_text_y2_name.setPlaceholderText(\"请输入Y2轴标签\")

self.data_label_y2 = QLabel()
self.data_label_y2.setText(\'设置Y2轴数据:\')
self.data_text_y2 = QLineEdit()
self.data_text_y2.setPlaceholderText(\"1200, 100, 300, 130, 1004\")
self.data_text_y2.setMaxLength(1000)
\'\'\'折线图/柱状图控件结束\'\'\'

\'\'\'饼图控件开始\'\'\'
self.pie_table_label = QLabel()
self.pie_table_label.setText(\'设置标题:\')
self.pie_table_label.setVisible(False)
self.pie_table_text = QLineEdit()
self.pie_table_text.setPlaceholderText(\'请输入标题\')
self.pie_table_text.setVisible(False)

self.pie_data_label = QLabel()
self.pie_data_label.setText(\'设置饼图数据:\')
self.pie_data_label.setVisible(False)
self.pie_data_text = QLineEdit()
self.pie_data_text.setPlaceholderText(\"华为:35,三星:59\")
self.pie_data_text.setVisible(False)

self.pie_radius = QLabel()
self.pie_radius.setText(\'设置数据显示比例:\')
self.pie_radius.setVisible(False)
self.pie_radius_text = QLineEdit()
self.pie_radius_text.setPlaceholderText(\'65%\')
self.pie_radius_text.setVisible(False)

self.pie_radius_cle = QLabel()
self.pie_radius_cle.setText(\'设置圆环空心比例:\')
self.pie_radius_cle.setVisible(False)
self.pie_radius_text_cle = QLineEdit()
self.pie_radius_text_cle.setPlaceholderText(\'60%\')
self.pie_radius_text_cle.setVisible(False)

\'\'\'饼图控件结束\'\'\'

\'\'\'公共控件开始\'\'\'
self.save_dir_text = QLineEdit()
self.save_dir_text.setPlaceholderText(\'请选择图表保存地址\')
self.save_dir_text.setReadOnly(True)
self.save_dir_btn = QPushButton()
self.save_dir_btn.setText(\'存储路径\')
self.save_dir_btn.clicked.connect(self.save_dir_btn_click)

self.version = QLabel()
self.version.setText(\'<font color=\"green\">公众号:[Python 集中营]</font>\')
self.generate_btn = QPushButton()
self.generate_btn.setText(\'生成图表\')
self.generate_btn.clicked.connect(self.generate_btn_click)

\'\'\'公共控件结束\'\'\'

\'\'\'折线图/柱状图布局开始\'\'\'
form.addRow(self.selected_label, self.selected_cobox)
form.addRow(self.title_label, self.title_text)
form.addRow(self.subtitle_label, self.subtitle_text)
form.addRow(self.data_label_x, self.data_text_x)
form.addRow(self.data_label_y1_name,self.data_text_y1_name)
form.addRow(self.data_label_y1, self.data_text_y1)
form.addRow(self.data_label_y2_name,self.data_text_y2_name)
form.addRow(self.data_label_y2, self.data_text_y2)
\'\'\'折线图/柱状图布局结束\'\'\'

\'\'\'柱状图\'\'\'
form.addRow(self.pie_table_label, self.pie_table_text)
form.addRow(self.pie_radius, self.pie_radius_text)
form.addRow(self.pie_radius_cle, self.pie_radius_text_cle)
form.addRow(self.pie_data_label, self.pie_data_text)
\'\'\'柱状图\'\'\'

\'\'\'公共布局\'\'\'
form.addRow(self.save_dir_text, self.save_dir_btn)
form.addRow(self.version, self.generate_btn)
\'\'\'公共布局\'\'\'

hbox = QHBoxLayout()
hbox.addWidget(self.brower)
hbox.addSpacing(10)
hbox.addLayout(form)
self.setLayout(hbox)

def save_dir_btn_click(self):
directory = QFileDialog.getExistingDirectory(self, \"选取文件夹\", self.cwd)
self.save_dir_text.setText(directory)

def selected_cobox_change(self):
selected = self.selected_cobox.currentText().strip()
print(selected)
if selected == \'Line(折线/面积图)\' \\
or selected == \'Bar(柱状图/条形图)\':

\'\'\'显示控件\'\'\'
self.title_label.setVisible(True)
self.title_text.setVisible(True)

self.subtitle_label.setVisible(True)
self.subtitle_text.setVisible(True)

self.data_label_x.setVisible(True)
self.data_text_x.setVisible(True)

self.data_label_y1.setVisible(True)
self.data_text_y1.setVisible(True)

self.data_label_y2.setVisible(True)
self.data_text_y2.setVisible(True)

self.data_label_y1_name.setVisible(True)
self.data_text_y1_name.setVisible(True)

self.data_label_y2_name.setVisible(True)
self.data_text_y2_name.setVisible(True)

\'\'\'隐藏控件\'\'\'
self.pie_table_label.setVisible(False)
self.pie_table_text.setVisible(False)

self.pie_data_label.setVisible(False)
self.pie_data_text.setVisible(False)

self.pie_radius.setVisible(False)
self.pie_radius_text.setVisible(False)

self.pie_radius_cle.setVisible(False)
self.pie_radius_text_cle.setVisible(False)
elif selected == \'Pie(饼图)\':

\'\'\'隐藏控件\'\'\'
self.title_label.setVisible(False)
self.title_text.setVisible(False)

self.subtitle_label.setVisible(False)
self.subtitle_text.setVisible(False)

self.data_label_x.setVisible(False)
self.data_text_x.setVisible(False)

self.data_label_y1.setVisible(False)
self.data_text_y1.setVisible(False)

self.data_label_y2.setVisible(False)
self.data_text_y2.setVisible(False)

self.data_label_y1_name.setVisible(False)
self.data_text_y1_name.setVisible(False)

self.data_label_y2_name.setVisible(False)
self.data_text_y2_name.setVisible(False)

\'\'\'显示控件\'\'\'
self.pie_table_label.setVisible(True)
self.pie_table_text.setVisible(True)

self.pie_data_label.setVisible(True)
self.pie_data_text.setVisible(True)

self.pie_radius.setVisible(True)
self.pie_radius_text.setVisible(True)

self.pie_radius_cle.setVisible(True)
self.pie_radius_text_cle.setVisible(True)

def generate_btn_click(self):

selected = self.selected_cobox.currentText().strip()
if selected == \'Pie(饼图)\':
pie_table_text = self.pie_table_text.text().strip()
print(pie_table_text)
pie_data_text_list = self.pie_data_text.text().strip().split(\",\")
print(pie_data_text_list)
list_data = []

for str_ in pie_data_text_list:
d_list = str_.split(\":\")
tuple_ = (d_list[0],) + (int(d_list[1]),)
list_data.append(tuple_)

print(list_data)

pie_radius_text = self.pie_radius_text.text()
print(pie_radius_text)
pie_radius_text_cle = self.pie_radius_text_cle.text()
print(pie_radius_text_cle)

pie = Pie()

pie.add(
series_name=pie_table_text,
data_pair=list_data,
radius=[pie_radius_text_cle, pie_radius_text],
rosetype=\'radius\'
)

pie.set_series_opts(label_opts=options.LabelOpts(formatter=\'{b}:{d}%\'))

pie.set_global_opts(title_opts=options.TitleOpts(title=pie_table_text))

html_file_path = self.save_dir_text.text().strip() + \'/\' + datetime.now().strftime(\"%Y%m%d%H%M%S\") + \'.html\'

print(html_file_path)

pie.render(html_file_path)

self.brower.setUrl(QUrl(html_file_path))

elif selected == \'Bar(柱状图/条形图)\':
title = self.title_text.text().strip()
subtitle = self.subtitle_text.text().strip()
data_x = list(self.data_text_x.text().strip().split(\",\"))
data_y1 = list(self.data_text_y1.text().strip().split(\",\"))
data_y2 = list(self.data_text_y2.text().strip().split(\',\'))
bar = Bar()
bar.add_xaxis(data_x)
bar.add_yaxis(self.data_text_y1_name.text().strip(), data_y1)
bar.add_yaxis(self.data_text_y2_name.text().strip(), data_y2)

bar.set_global_opts(
title_opts=options.TitleOpts(title=title, subtitle=subtitle),
toolbox_opts=options.ToolboxOpts())

bar.set_series_opts(
label_opts=options.LabelOpts(is_show=False),
markpoint_opts=options.MarkPointOpts(data=[
options.MarkPointItem(type_=\'min\', name=\'最小值\'),
options.MarkPointItem(type_=\'max\', name=\'最大值\')
]))
html_file_path = self.save_dir_text.text().strip() + \'/\' + datetime.now().strftime(\"%Y%m%d%H%M%S\") + \'.html\'
print(html_file_path)
bar.render(html_file_path)
self.brower.setUrl(QUrl(html_file_path))
elif selected == \'Line(折线/面积图)\':
title = self.title_text.text().strip()
subtitle = self.subtitle_text.text().strip()
data_x = list(self.data_text_x.text().strip().split(\",\"))
data_y1 = list(self.data_text_y1.text().strip().split(\",\"))
data_y2 = list(self.data_text_y2.text().strip().split(\',\'))
line = Line()
# 3. 关联数据
line.add_xaxis(data_x)

line.add_yaxis(self.data_text_y1_name.text().strip(), data_y1,
is_smooth=True)

line.add_yaxis(self.data_text_y2_name.text().strip(), data_y2, markpoint_opts=options.MarkPointOpts(
data=[options.MarkPointItem(type_=\'min\', name=\'最小值\')]
))

line.set_series_opts(markline_opts=options.MarkLineOpts(
data=[options.MarkPointItem(type_=\'average\', name=\'平均值\'),
options.MarkPointItem(type_=\'max\', name=\'最大值\')]
))

line.set_global_opts(title_opts=options.TitleOpts(title=title, subtitle=subtitle))

html_file_path = self.save_dir_text.text().strip() + \'/\' + datetime.now().strftime(\"%Y%m%d%H%M%S\") + \'.html\'
print(html_file_path)
line.render(html_file_path)
self.brower.setUrl(QUrl(html_file_path))

公众号内回复\"数据图表生成器\",获取完整源代码。

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来源:https://www.cnblogs.com/lwsbc/p/15938023.html
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