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首页 > 脚本专栏 > python > PyQt6 pyqtgraph折线图绘制

PyQt6+pyqtgraph折线图绘制显示功能

作者:阿猿先森

文章介绍了如何在PyQt6中使用pyqtgraph库绘制和显示折线图,本文通过实例代码给大家介绍的非常详细,感兴趣的朋友跟随小编一起看看吧

1、实现效果

2、环境:

确认已经安装pyqtgraph的模块,如果没有安装,使用命令安装:

pip install pyqtgraph

3、代码实现:

绘制折线函数:

import sys
import random
from PySide6.QtWidgets import QApplication, QGraphicsView, QGraphicsScene, QGraphicsItem
from PySide6.QtCore import Qt, QPointF, QRectF, QTimer
from PySide6.QtGui import QPainter, QPen, QColor, QFont
class ScrollableLineGraph(QGraphicsItem):
    def __init__(self, data):
        """
        初始化线图项,设置初始显示范围和数据
        :param data: 要显示的数据列表
        """
        super().__init__()
        self.data = data
        self.current_start = 0  # 当前显示的起始索引
        self.bounding_rect = QRectF(0, 0, 900, 200)  # 线图的边界矩形
    def boundingRect(self):
        """
        返回线图的边界矩形,用于确定绘制区域
        :return: 矩形边界
        """
        return self.bounding_rect
    def paint(self, painter, option, widget):
        """
        绘制线图,包括坐标轴、刻度和数据线
        :param painter: 绘制工具
        :param option: 绘制选项
        :param widget: 关联的窗口部件
        """
        painter.setRenderHint(QPainter.Antialiasing)  # 开启抗锯齿
        axis_pen = QPen(QColor(255, 255, 255))  # 坐标轴线颜色
        line_pen = QPen(QColor(255, 0, 0))  # 数据线颜色
        text_font = QFont()  # 字体设置
        # 绘制x轴
        painter.setPen(axis_pen)
        painter.drawLine(0, 200, 900, 200)
        # 绘制x轴刻度和标签
        for i in range(0, 20, 1):
            x = (i - self.current_start) * 45
            if 0 <= x < 900:
                painter.drawLine(x, 200, x, 210)
                painter.drawText(x - 5, 220, str(i + self.current_start))
        # 绘制y轴
        painter.drawLine(0, 0, 0, 200)
        # 绘制y轴刻度和标签
        for i in range(0, 5):
            y = 200 - 45 * i
            painter.drawLine(-5, y, 0, y)
            painter.drawText(-20, y - 5, str(i * 20))  #10:表示Y坐标值间隔大小
        # 绘制y轴刻度和标签,给每个标签添加上横向网格,网格为点状虚线
        for i in range(0, 5):
            y = 200 - 45 * i
            # 网格为点状虚线
            painter.setPen(QPen(QColor(128, 128, 128), 0.5, Qt.DashLine))
            # painter.drawLine(-5, y, 0, y)
            # painter.drawText(-20, y - 5, str(i * 10))
            painter.drawLine(0, y, 900, y)
        # 假设已经初始化了painter对象等必要的准备工作
        # 定义一些常量,提高代码的可读性
        CANVAS_HEIGHT = 200
        SCALE_FACTOR = 45
        LABEL_OFFSET = -20
        GRID_LINE_WIDTH = 0.5
        GRID_LINE_COLOR = QColor(128, 128, 128)
        GRID_LINE_STYLE = Qt.DashLine
        MAX_LABELS = 10
        # 新增:封装绘制网格线和刻度标签的函数
        def draw_scale_and_grid(painter, y_position, label):
            """
            绘制y轴刻度和标签以及对应的横向网格线
            :param painter: QPainter对象,用于绘制
            :param y_position: y轴位置
            :param label: 刻度标签的文本
            """
            try:
                # 绘制网格线
                painter.setPen(QPen(GRID_LINE_COLOR, GRID_LINE_WIDTH, GRID_LINE_STYLE))
                painter.drawLine(-5, y_position, 0, y_position)
                # 绘制刻度标签
                painter.drawText(-LABEL_OFFSET, y_position - 5, label)
                # 绘制右侧网格线
                painter.drawLine(0, y_position, 900, y_position)
            except Exception as e:
                print(f"Error during drawing scale and grid: {e}")
        # 主绘制逻辑
        try:
            for i in range(MAX_LABELS + 1):  # 由于范围是从0到10,因此循环次数应为MAX_LABELS + 1
                y = CANVAS_HEIGHT - SCALE_FACTOR * i
                # 检查y位置是否在画布内,若不在则跳过
                if y < 0:
                    break
                label = str(i * 10)
                # draw_scale_and_grid(painter, y, label)
        except Exception as e:
            print(f"Unexpected error occurred: {e}")
        # 假设在这段代码的末尾,有适当的资源释放逻辑,例如painter对象的销毁等
        # 设置字体
        painter.setFont(text_font)
        # 绘制x轴和y轴标签
        painter.drawText(900, 205, "Time")
        painter.rotate(-90)
        painter.drawText(-30,10, "Value")
        painter.rotate(90)
        # 绘制数据线
        painter.setPen(line_pen)
        painter.setRenderHint(QPainter.SmoothPixmapTransform)
        last_point = QPointF(0, 200 - self.data[self.current_start])
        for i in range(self.current_start, min(self.current_start + 50, len(self.data))):
            x = (i - self.current_start) * 45
            y = 200 - self.data[i]
            painter.drawLine(last_point, QPointF(x, y))
            last_point = QPointF(x, y)

在QT Designer的Widget页面添加Graphics View,命名为graphicsView

在页面类中定义图表初始化和数据更新方法:

  def GraphWidget_uiInit(self):
    data = []
    scene = QGraphicsScene(self.graphicsView)
    self.graphicsView.setScene(scene)
    self.data_graph = ScrollableLineGraph(data)
    scene.addItem(self.data_graph)
    scene.setBackgroundBrush
    self.graphicsView.setRenderHint(QPainter.Antialiasing)
    self.graphicsView.setFixedSize(960, 240)
    self.graphicsView.setSceneRect(0, 0, 900, 220)
    self.graphicsView.setHorizontalScrollBarPolicy(Qt.ScrollBarAsNeeded)
    # # 设置定时器,用于动态更新数据
    # self.timer = QTimer(self)
    # self.timer.timeout.connect(self.update_data)
    # self.timer.start(60)  # 每500毫秒触发一次
  def update_data(self):
    #随机数据
    # new_data = random.randint(0, 100)
    # self.data_graph.data.append(new_data)
    #将字符串数据转换成int类型的列表数据
    dataStr8 = "100 30 178 100 69 60 98 98 79 50 30 20 29 58 69 39 98 29 32"
    list_from_string8 = dataStr8.split()
    number_list8 = list(map(int, list_from_string8))
    self.data_graph.data = number_list8
    self.data_graph.current_start = max(0, len(self.data_graph.data) - 50)
    self.data_graph.update()

参考资料:

https://blog.csdn.net/hyd_csdn/article/details/140644014

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