聊天统计

2025-02-21 01:52:35 +08:00 · 2023-01-31 20:43:40 +08:00 · 2023-01-31 20:43:40 +08:00 · d848a80b32
commit d848a80b32
parent 3cf9d5b475
3 changed files with 484 additions and 0 deletions
--- a/app/Ui/contact/analysis/analysis.py
+++ b/app/Ui/contact/analysis/analysis.py
@ -0,0 +1,136 @@
+from PyQt5.QtWidgets import *
+from PyQt5.QtCore import *
+from PyQt5.QtGui import *
+from app.DataBase import data
+
+# class AnalysisController(QMainWindow, Ui_Dialog):
+#     exitSignal = pyqtSignal()
+#
+#     # username = ''
+#     def __init__(self, username, parent=None):
+#         super(AnalysisController, self).__init__(parent)
+#         self.setupUi(self)
+#         self.setWindowTitle('WeChat')
+#         self.setWindowIcon(QIcon('./app/data/icon.png'))
+#         self.Me = data.get_myinfo()
+import sys
+from PyQt5 import QtCore, QtGui, QtWidgets
+from PyQt5.QtWidgets import (QWidget, QHBoxLayout, QSplitter, QApplication)
+from PyQt5.QtCore import (Qt, QUrl)
+from PyQt5.QtWebEngineWidgets import *
+from . import charts
+
+
+class AnalysisController(QWidget):
+    def __init__(self, username):
+        super().__init__()
+        self.ta_username = username
+        self.load_data()
+        self.initUI()
+        self.setWindowTitle('WeChat')
+        self.setWindowIcon(QIcon('./app/data/icon.png'))
+        # self.setBackground()
+
+    def load_data(self):
+        charts.send_recv_rate(self.ta_username)
+        charts.message_word_cloud(self.ta_username)
+        charts.msg_type_rate(self.ta_username)
+        charts.calendar_chart(self.ta_username)
+        charts.month_num(self.ta_username)
+
+    def initUI(self):
+        main_box = QHBoxLayout(self)
+        self.browser1 = QWebEngineView()
+        self.browser1.load(QUrl('http://www.baidu.com'))
+        # self.browser1 = QFrame(self)
+        # self.browser1.setFrameShape(QFrame.StyledPanel)
+        # self.layoutWidget = QtWidgets.QWidget(self.browser1)
+        # # self.layoutWidget.setGeometry(QtCore.QRect(71, 63, 227, 155))
+        # self.verticalLayout = QtWidgets.QVBoxLayout(self.layoutWidget)
+        # self.verticalLayout.setContentsMargins(0, 0, 0, 0)
+        # self.horizontalLayout_2 = QtWidgets.QHBoxLayout()
+        # self.label_2 = QtWidgets.QLabel(self.layoutWidget)
+        # _translate = QtCore.QCoreApplication.translate
+        # conRemark = data.get_conRemark(self.ta_username)
+        # self.label_2.setText(_translate("Dialog", f"{conRemark}"))
+        # self.horizontalLayout_2.addWidget(self.label_2)
+        # self.browser1.setLayout(self.horizontalLayout_2)
+
+        self.browser2 = QWebEngineView()
+        self.browser2.load(QUrl('file:///data/聊天统计/wordcloud.html'))
+        self.browser3 = QWebEngineView()
+        self.browser3.load(QUrl('http://www.baidu.com'))
+        self.browser4 = QWebEngineView()
+        self.browser4.load(QUrl('http://www.baidu.com'))
+        self.browser5 = QWebEngineView()
+        self.browser5.load(QUrl('http://www.baidu.com'))
+        self.browser6 = QWebEngineView()
+        self.browser6.load(QUrl('http://www.baidu.com'))
+        self.browser7 = QWebEngineView()
+        self.browser7.load(QUrl('file:///data/聊天统计/month_num.html'))
+        self.browser8 = QWebEngineView()
+        self.browser8.load(QUrl('file:///data/聊天统计/calendar.html'))
+        self.browser9 = QWebEngineView()
+        self.browser9.load(QUrl('file:///data/聊天统计/msg_type_rate.html'))
+        self.browser10 = QWebEngineView()
+        self.browser10.load(QUrl('file:///data/聊天统计/send_recv_rate.html'))
+
+        splitter1 = QSplitter(Qt.Vertical)
+        splitter2 = QSplitter(Qt.Horizontal)
+        splitter3 = QSplitter(Qt.Horizontal)
+        splitter4 = QSplitter(Qt.Vertical)
+        splitter5 = QSplitter(Qt.Horizontal)
+        splitter6 = QSplitter(Qt.Vertical)
+        splitter7 = QSplitter(Qt.Vertical)
+        splitter8 = QSplitter(Qt.Vertical)
+        splitter9 = QSplitter(Qt.Vertical)
+
+        splitter1.addWidget(self.browser1)
+        splitter1.addWidget(splitter2)
+        splitter1.setSizes([1, 5])
+
+        splitter2.addWidget(splitter6)
+        splitter2.addWidget(splitter3)
+        splitter2.setSizes([1, 3])
+
+        splitter3.addWidget(splitter4)
+        splitter3.addWidget(splitter8)
+        splitter3.setSizes([2, 1])
+
+        splitter4.addWidget(splitter5)
+        splitter4.addWidget(self.browser2)
+        splitter4.setSizes([1, 3])
+
+        splitter5.addWidget(self.browser3)
+        splitter5.addWidget(self.browser4)
+
+        splitter6.addWidget(self.browser5)
+        splitter6.addWidget(splitter7)
+        splitter6.setSizes([1, 2])
+
+        splitter7.addWidget(self.browser6)
+        splitter7.addWidget(self.browser7)
+
+        splitter8.addWidget(self.browser8)
+        splitter8.addWidget(splitter9)
+        splitter8.setSizes([1, 2])
+
+        splitter9.addWidget(self.browser9)
+        splitter9.addWidget(self.browser10)
+
+        main_box.addWidget(splitter1)
+        self.setLayout(main_box)
+        self.setGeometry(300, 300, 600, 500)
+
+    def setBackground(self):
+        palette = QPalette()
+        pix = QPixmap("./app/data/bg.png")
+        pix = pix.scaled(self.width(), self.height(), Qt.IgnoreAspectRatio, Qt.SmoothTransformation)  # 自适应图片大小
+        palette.setBrush(self.backgroundRole(), QBrush(pix))  # 设置背景图片
+        # palette.setColor(self.backgroundRole(), QColor(192, 253, 123))  # 设置背景颜色
+        self.setPalette(palette)
+
+if __name__ == '__main__':
+    app = QApplication(sys.argv)
+    ex = MainWindow()
+    sys.exit(app.exec_())
--- a/app/Ui/contact/analysis/charts.py
+++ b/app/Ui/contact/analysis/charts.py
@ -0,0 +1,174 @@
+import datetime
+import os
+import random
+import time
+
+import jieba
+from pyecharts import options as opts
+from pyecharts.charts import Pie, WordCloud, Calendar, Bar
+from pyecharts.faker import Faker
+from ....DataBase import data
+
+data.mkdir(os.path.abspath('.') + '/data/聊天统计')
+
+Type = {
+    '1': '文字',
+    '3': '图片',
+    '43': '视频',
+    '-1879048185': '微信运动排行榜',
+    '5': '',
+    '47': '表情包',
+    '268445456': '撤回消息',
+    '34': '语音',
+    '419430449': '转账',
+    '50': '语音电话',
+    '100001': '领取红包',
+    '10000': '消息已发出，但被对方拒收了。',
+    '822083633': '回复消息',
+    '922746929': '拍一拍',
+    '1090519089': '文件',
+    '318767153': '付款成功',
+    '436207665': '发红包',
+    '49': '分享链接'
+}
+
+
+def send_recv_rate(username):
+    send_num = data.send_nums(username)
+    recv_num = data.recv_nums(username)
+    total_num = send_num + recv_num
+    print(send_num, recv_num)
+    c = (
+        Pie(init_opts=opts.InitOpts(width="460px", height="240px"))
+        .add(
+            "",
+            [
+                ('发送', send_num), ('接收', recv_num)
+            ],
+            center=["40%", "50%"],
+        )
+        .set_global_opts(
+            title_opts=opts.TitleOpts(title=f"信息发送接收",subtitle=f"总计：{total_num}条消息", pos_bottom="0%"),
+            legend_opts=opts.LegendOpts(type_="scroll", pos_left="80%", orient="vertical"),
+        )
+        .set_series_opts(
+            label_opts=opts.LabelOpts(formatter="{b}:{d}%"),
+        )
+        .render("./data/聊天统计/send_recv_rate.html")
+    )
+
+
+def msg_type_rate(username):
+    type_data = data.msg_type_num(username)
+    type_data = sorted(type_data, key=lambda x: x[1], reverse=True)
+    data1 = type_data[:4]
+    data2 = sum(map(lambda x: x[1], type_data[4:]))
+    print(type_data)
+    new_data = []
+    for t in data1:
+        try:
+            new_data.append((Type[str(t[0])], t[1]))
+        except:
+            new_data.append(('未知类型', t[1]))
+    new_data.append(('其他', data2))
+
+    c = (
+        Pie(init_opts=opts.InitOpts(width="460px", height="240px"))
+        .add(
+            "",
+            new_data
+            ,
+            center=["40%", "50%"],
+        )
+        .set_global_opts(
+            title_opts=opts.TitleOpts(title=f"消息类型占比", pos_bottom="0%"),
+            legend_opts=opts.LegendOpts(type_="scroll", pos_left="80%", orient="vertical"),
+        )
+        .set_series_opts(
+            label_opts=opts.LabelOpts(formatter="{b}:{d}%"),
+        )
+        .render("./data/聊天统计/msg_type_rate.html")
+    )
+
+
+def message_word_cloud(username):
+    text = data.get_text(username)
+    total_msg_len = len(text)
+    word_list = jieba.cut(text)
+    # word = " ".join(word_list)
+    # print(word)
+    stopwords = set()
+    content = [line.strip() for line in open('./app/data/stopwords.txt', 'r', encoding='utf-8').readlines()]
+    stopwords.update(content)
+    wordcount = {}
+    for word in jieba.cut(text):
+        if len(word) > 1 and word not in stopwords:
+            wordcount[word] = wordcount.get(word, 0) + 1
+    text_data = sorted(wordcount.items(), key=lambda x: x[1], reverse=True)
+    if len(text_data) > 100:
+        text_data = text_data[:100]
+    print(text_data)
+    (
+        WordCloud(init_opts=opts.InitOpts(width="900px", height="550px"))
+        .add(series_name="聊天文字", data_pair=text_data, word_size_range=[20, 100])
+        .set_global_opts(
+            title_opts=opts.TitleOpts(
+                title=f"词云图", subtitle=f"总计{total_msg_len}字",
+                title_textstyle_opts=opts.TextStyleOpts(font_size=23)
+            ),
+            tooltip_opts=opts.TooltipOpts(is_show=True),
+        )
+        .render("./data/聊天统计/wordcloud.html")
+    )
+
+
+def calendar_chart(username):
+    msg_data = data.get_msg_by_days(username)
+    min_ = min(map(lambda x: x[1], msg_data))
+    max_ = max(map(lambda x: x[1], msg_data))
+    c = (
+        Calendar(init_opts=opts.InitOpts(width="460px", height="255px"))
+        .add(
+            "",
+            msg_data,
+            calendar_opts=opts.CalendarOpts(range_="2022")
+        )
+        .set_global_opts(
+            title_opts=opts.TitleOpts(title="2022年聊天情况"),
+            visualmap_opts=opts.VisualMapOpts(
+                max_=max_,
+                min_=min_,
+                orient="horizontal",
+                # is_piecewise=True,
+                # pos_top="200px",
+                pos_bottom="0px",
+                pos_left="0px",
+            ),
+        )
+        .render("./data/聊天统计/calendar.html")
+    )
+
+
+def month_num(username):
+    """
+    每月聊天条数
+    """
+    msg_data = data.get_msg_by_month(username, year='2022')
+    y_data = list(map(lambda x: x[1], msg_data))
+    x_axis = list(map(lambda x: x[0], msg_data))
+    c = (
+        Bar(init_opts=opts.InitOpts(width="440px", height="245px"))
+        .add_xaxis(x_axis)
+        .add_yaxis("消息数量", y_data)
+        # .add_yaxis("商家B", Faker.values())
+        .set_global_opts(
+            title_opts=opts.TitleOpts(title="逐月聊天统计", subtitle=None),
+            datazoom_opts=opts.DataZoomOpts(),
+            toolbox_opts=opts.ToolboxOpts(),
+        )
+        .render("./data/聊天统计/month_num.html")
+    )
+
+
+if __name__ == '__main__':
+    send_recv_rate('wxid_wt2vsktnu4z022')
--- a/app/Ui/contact/analysis/pie_scroll_legend.html
+++ b/app/Ui/contact/analysis/pie_scroll_legend.html
@ -0,0 +1,174 @@
+<!DOCTYPE html>
+<html>
+<head>
+    <meta charset="UTF-8">
+    <title>Awesome-pyecharts</title>
+            <script type="text/javascript" src="https://assets.pyecharts.org/assets/v5/echarts.min.js"></script>
+
+</head>
+<body >
+    <div id="ec5cb8f7096941f5ba51d65454d9c631" class="chart-container" style="width:470px; height:270px; "></div>
+    <script>
+        var chart_ec5cb8f7096941f5ba51d65454d9c631 = echarts.init(
+            document.getElementById('ec5cb8f7096941f5ba51d65454d9c631'), 'white', {renderer: 'canvas'});
+        var option_ec5cb8f7096941f5ba51d65454d9c631 = {
+    "animation": true,
+    "animationThreshold": 2000,
+    "animationDuration": 1000,
+    "animationEasing": "cubicOut",
+    "animationDelay": 0,
+    "animationDurationUpdate": 300,
+    "animationEasingUpdate": "cubicOut",
+    "animationDelayUpdate": 0,
+    "aria": {
+        "enabled": false
+    },
+    "color": [
+        "#5470c6",
+        "#91cc75",
+        "#fac858",
+        "#ee6666",
+        "#73c0de",
+        "#3ba272",
+        "#fc8452",
+        "#9a60b4",
+        "#ea7ccc"
+    ],
+    "series": [
+        {
+            "type": "pie",
+            "colorBy": "data",
+            "legendHoverLink": true,
+            "selectedMode": false,
+            "selectedOffset": 10,
+            "clockwise": true,
+            "startAngle": 90,
+            "minAngle": 0,
+            "minShowLabelAngle": 0,
+            "avoidLabelOverlap": true,
+            "stillShowZeroSum": true,
+            "percentPrecision": 2,
+            "showEmptyCircle": true,
+            "emptyCircleStyle": {
+                "color": "lightgray",
+                "borderColor": "#000",
+                "borderWidth": 0,
+                "borderType": "solid",
+                "borderDashOffset": 0,
+                "borderCap": "butt",
+                "borderJoin": "bevel",
+                "borderMiterLimit": 10,
+                "opacity": 1
+            },
+            "data": [
+                {
+                    "name": "\u53d1\u9001",
+                    "value": 0.6
+                },
+                {
+                    "name": "\u63a5\u6536",
+                    "value": 0.4
+                }
+            ],
+            "radius": [
+                "0%",
+                "75%"
+            ],
+            "center": [
+                "40%",
+                "50%"
+            ],
+            "label": {
+                "show": true,
+                "margin": 8,
+                "formatter": "{b}: {c}"
+            },
+            "labelLine": {
+                "show": true,
+                "showAbove": false,
+                "length": 15,
+                "length2": 15,
+                "smooth": false,
+                "minTurnAngle": 90,
+                "maxSurfaceAngle": 90
+            },
+            "rippleEffect": {
+                "show": true,
+                "brushType": "stroke",
+                "scale": 2.5,
+                "period": 4
+            }
+        }
+    ],
+    "legend": [
+        {
+            "data": [
+                "\u53d1\u9001",
+                "\u63a5\u6536"
+            ],
+            "selected": {},
+            "type": "scroll",
+            "show": true,
+            "left": "60%",
+            "orient": "vertical",
+            "padding": 5,
+            "itemGap": 10,
+            "itemWidth": 25,
+            "itemHeight": 14,
+            "backgroundColor": "transparent",
+            "borderColor": "#ccc",
+            "borderWidth": 1,
+            "borderRadius": 0,
+            "pageButtonItemGap": 5,
+            "pageButtonPosition": "end",
+            "pageFormatter": "{current}/{total}",
+            "pageIconColor": "#2f4554",
+            "pageIconInactiveColor": "#aaa",
+            "pageIconSize": 15,
+            "animationDurationUpdate": 800,
+            "selector": false,
+            "selectorPosition": "auto",
+            "selectorItemGap": 7,
+            "selectorButtonGap": 10
+        }
+    ],
+    "tooltip": {
+        "show": true,
+        "trigger": "item",
+        "triggerOn": "mousemove|click",
+        "axisPointer": {
+            "type": "line"
+        },
+        "showContent": true,
+        "alwaysShowContent": false,
+        "showDelay": 0,
+        "hideDelay": 100,
+        "enterable": false,
+        "confine": false,
+        "appendToBody": false,
+        "transitionDuration": 0.4,
+        "textStyle": {
+            "fontSize": 14
+        },
+        "borderWidth": 0,
+        "padding": 5,
+        "order": "seriesAsc"
+    },
+    "title": [
+        {
+            "show": true,
+            "text": "\u53d1\u9001\u63a5\u6536\u5360\u6bd4",
+            "target": "blank",
+            "subtarget": "blank",
+            "padding": 5,
+            "itemGap": 10,
+            "textAlign": "auto",
+            "textVerticalAlign": "auto",
+            "triggerEvent": false
+        }
+    ]
+};
+        chart_ec5cb8f7096941f5ba51d65454d9c631.setOption(option_ec5cb8f7096941f5ba51d65454d9c631);
+    </script>
+</body>
+</html>