Compare commits
2 Commits
f05f5ae364
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08201469c5
Author | SHA1 | Date |
---|---|---|
lingel | 08201469c5 | 5 months ago |
lingel | fb687b96ef | 5 months ago |
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# 默认忽略的文件
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/shelf/
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/workspace.xml
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<?xml version="1.0" encoding="UTF-8"?>
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||||
<module type="PYTHON_MODULE" version="4">
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<component name="NewModuleRootManager">
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<content url="file://$MODULE_DIR$">
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<excludeFolder url="file://$MODULE_DIR$/.venv" />
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</content>
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<orderEntry type="jdk" jdkName="Python 3.12 (G:)" jdkType="Python SDK" />
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<orderEntry type="sourceFolder" forTests="false" />
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</component>
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<component name="PackageRequirementsSettings">
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<option name="requirementsPath" value="" />
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</component>
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<component name="PyDocumentationSettings">
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<option name="format" value="EPYTEXT" />
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<option name="myDocStringFormat" value="Epytext" />
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</component>
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</module>
|
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<component name="InspectionProjectProfileManager">
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<settings>
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<option name="USE_PROJECT_PROFILE" value="false" />
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<version value="1.0" />
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</settings>
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</component>
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<?xml version="1.0" encoding="UTF-8"?>
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<project version="4">
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<component name="Black">
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<option name="sdkName" value="Python 3.12 (controller)" />
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</component>
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<component name="ProjectRootManager" version="2" project-jdk-name="Python 3.12 (G:)" project-jdk-type="Python SDK" />
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</project>
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<?xml version="1.0" encoding="UTF-8"?>
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<project version="4">
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<component name="ProjectModuleManager">
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<modules>
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<module fileurl="file://$PROJECT_DIR$/.idea/controller.iml" filepath="$PROJECT_DIR$/.idea/controller.iml" />
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</modules>
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</component>
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</project>
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<?xml version="1.0" encoding="UTF-8"?>
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<project version="4">
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<component name="VcsDirectoryMappings">
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<mapping directory="$PROJECT_DIR$/.." vcs="Git" />
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</component>
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</project>
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#!/usr/bin/env python
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# encoding: utf-8
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# @author: 原凯峰
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# @contact: 2894340009@qq.com
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# @software: pycharm
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# @file: confControl.py
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# @time: 2024/6/21 11:18
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# @desc:
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#TODO 通过ssh在线更改nginx的conf文件
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# encoding: utf-8
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# @author: 原凯峰
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# @contact: 2894340009@qq.com
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# @software: pycharm
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# @file: Server.py
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# @time: 2024/6/19 9:22
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# @desc:
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import json
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from http.server import BaseHTTPRequestHandler, HTTPServer
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from MessageHandler.PreDataProcessor import *
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import time
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class CORSHTTPRequestHandler(BaseHTTPRequestHandler):
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def do_OPTIONS(self):
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self.send_response(204)
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self.send_header('Content-type', 'text/plain')
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self.send_header('Access-Control-Allow-Origin', '*')
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self.send_header('Access-Control-Allow-Methods', 'GET, POST, OPTIONS')
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self.send_header('Access-Control-Allow-Headers', 'Content-Type')
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self.end_headers()
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def do_POST(self):
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content_length = int(self.headers['Content-Length'])
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post_data = self.rfile.read(content_length)
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self.send_response(200)
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self.send_header('Content-type', 'text/plain')
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self.send_header('Access-Control-Allow-Origin', '*')
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self.end_headers()
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print("Request line:", self.requestline)
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print("Headers:", self.headers)
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print("Body:", post_data.decode('utf-8'))
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# 处理程序
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MessageProcessor = preDataProcessor(post_data)
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# response = {"POST": "request received"}
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# self.wfile.write(str(response).encode('utf-8'))
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# time.sleep(1)
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backMessage =MessageProcessor.returnMessage
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response = {"POST": backMessage}
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self.wfile.write(str(json.dumps(response)).encode('utf-8'))
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# self.wfile.write("{\"POST\": \"request received\"}".encode('utf-8'))
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def do_GET(self):
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self.send_response(200)
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self.send_header('Content-type', 'text/plain')
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self.send_header('Access-Control-Allow-Origin', '*')
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self.end_headers()
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self.wfile.write(b"Hello, world!")
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#!/usr/bin/env python
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# encoding: utf-8
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# @author: 原凯峰
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# @contact: 2894340009@qq.com
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# @software: pycharm
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# @file: MachineLearningDivider.py
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# @time: 2024/6/26 8:21
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# @desc:利用随机森林法进行模型训练,能够通过平均响应时间、故障率等数据计算出服务器的健康状态
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from sklearn.model_selection import train_test_split
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from sklearn.ensemble import RandomForestClassifier
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from sklearn.metrics import classification_report, accuracy_score
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import pickle
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# 假设我们有以下数据集
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X = [
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[0.3, 0.005], # 服务器特征:平均响应时间和故障率
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[2.5, 0.03],
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[0.7, 0.045],
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[1.2, 0.002]
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]
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y = ['良好', '差', '差', '良好'] # 对应的健康状态标签
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# 将健康状态标签转换为数值
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label_mapping = {'一般': 0, '良好': 1, '差': 2, '极差': 3}
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y_encoded = [label_mapping[label] for label in y]
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# 划分训练集和测试集
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X_train, X_test, y_train, y_test = train_test_split(X, y_encoded, test_size=0.25, random_state=42)
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# 选择模型,这里使用随机森林分类器
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model = RandomForestClassifier(n_estimators=100, random_state=42)
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# 训练模型
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model.fit(X_train, y_train)
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# 预测测试集
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y_pred = model.predict(X_test)
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# 评估模型
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print(classification_report(y_test, y_pred))
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print("Accuracy:", accuracy_score(y_test, y_pred))
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with open('server_health_model.pkl', 'wb') as file:
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pickle.dump(model, file)
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# 保存模型
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with open('server_health_model.pkl', 'wb') as file:
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pickle.dump(model, file)
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# 定义一个函数来加载模型并进行预测
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def load_model_and_predict(new_data):
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with open('server_health_model.pkl', 'rb') as file:
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loaded_model = pickle.load(file)
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predictions = loaded_model.predict(new_data)
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return predictions
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# 定义一个函数来将预测结果转换为健康等级
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def predict_health_status(new_data):
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predictions = load_model_and_predict(new_data)
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# 创建逆向映射字典
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inverse_label_mapping = {value: key for key, value in label_mapping.items()}
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# 使用逆向映射字典转换预测结果
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health_status = [inverse_label_mapping[pred] for pred in predictions]
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return health_status
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# 测试函数
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def testcase():
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new_data = [[0.4, 0.01]] # 新的服务器数据
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health_status = predict_health_status(new_data)
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print("预测的健康状态:", health_status)
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testcase()
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dic = {'a':1,'b':2,'c':3}
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for i in dic.keys():
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@ -0,0 +1,58 @@
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# !/usr/bin/env python
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# encoding: utf-8
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# @author: 原凯峰
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# @contact: 2894340009@qq.com
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# @software: pycharm
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# @file: tryselect.py
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# @time: 2024/6/22 11:32
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# @desc:
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import mysql.connector
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from mysql.connector import Error
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import json
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# 数据库配置信息
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host = ''
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database = 'nginxdb'
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user = 'rtsw'
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password = '123456'
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# SQL查询语句
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sql_query = "SELECT * FROM tasks" # 替换成你的表名和查询条件
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# 连接到数据库
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try:
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connection = mysql.connector.connect(host=host,
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database=database,
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user=user,
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password=password)
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if connection.is_connected():
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cursor = connection.cursor()
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# 执行查询语句
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cursor.execute(sql_query)
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# 获取所有查询结果
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rows = cursor.fetchall()
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# 将查询结果转换为字典列表
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# 假设你的表有列名为'id', 'name', 'age'等
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columns = [i[0] for i in cursor.description] # 获取列名
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data_list = [dict(zip(columns, row)) for row in rows] # 将每行数据转换为字典
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# 将字典列表转换为JSON格式
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json_data = json.dumps(data_list, ensure_ascii=False)
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print(json_data) # 打印JSON格式的数据
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print(data_list[0]["subject"])
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except Error as e:
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print("Error while connecting to MySQL", e)
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finally:
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# 关闭数据库连接
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if connection.is_connected():
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cursor.close()
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connection.close()
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print("MySQL connection is closed")
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CREATE TABLE `Servers` (
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`server_name` VARCHAR(32) PRIMARY KEY,
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`status VARCHAR(32) NOT NULL`,
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`upstream` VARCHAR(32),
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`detect_date` TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
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`responseTime` varchar(255) NOT NULL COMMENT '响应时间',
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`protocol` varchar(32) NOT NULL COMMENT '通信协议名称',
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) DEFAULT CHARACTER SET = utf8mb4 COMMENT = '服务器列表';
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CREATE TABLE `ServerHealthLog` (
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`health_id` INT AUTO_INCREMENT PRIMARY KEY,
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`server_name` VARCHAR(32),
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`upstream` VARCHAR(32),
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`detect_date` TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
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`status` VARCHAR(32) NOT NULL,
|
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`responseTime` varchar(255) NOT NULL COMMENT '响应时间',
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`protocol` varchar(32) NOT NULL COMMENT '通信协议名称',
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FOREIGN KEY (`server_name`) REFERENCES Servers(`server_name`),
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INDEX `check_time_index` (`check_time`)
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) DEFAULT CHARACTER SET = utf8mb4 COMMENT = '服务器历史信息记录表';
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CREATE TABLE IF NOT EXISTS `user` (
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`username` varchar(255) NOT NULL,
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`real_name` varchar(255) NOT NULL COMMENT '真名',
|
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`ID` varchar(255) NOT NULL COMMENT '身份证号',
|
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`password` varchar(255) NOT NULL COMMENT '密码',
|
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`tel` varchar(255) NOT NULL COMMENT '电话号码',
|
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PRIMARY KEY (`id`),
|
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) DEFAULT CHARACTER SET = utf8mb4 COMMENT = '用户信息列表';
|
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|
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|
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|
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<!DOCTYPE html>
|
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<html lang="en">
|
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<head>
|
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<meta charset="UTF-8">
|
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<title>注册页面</title>
|
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<!-- 引入格式文件-->
|
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<!-- <link rel="stylesheet" href="html&css.css"> -->
|
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</head>
|
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<body>
|
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<style>
|
||||
*{
|
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margin: 0px;/*所有的外边距为0*/
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padding: 0px;/*所有的内边距为0*/
|
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box-sizing: border-box;/*规定两个并排的带边框的框*/
|
||||
}
|
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table{
|
||||
text-align: center;
|
||||
}
|
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body{
|
||||
background: url("./assets/images/button.jpg")no-repeat center;
|
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padding-top: 25px;
|
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}
|
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.rg_layout{
|
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width: 900px;
|
||||
height: 500px;
|
||||
border: 8px solid #EEEEEE;/*solid 定义实线*/
|
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background-color: white;
|
||||
margin: auto;
|
||||
}
|
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.rg_left{
|
||||
float: none;
|
||||
text-align: center;
|
||||
margin: 15px;
|
||||
}
|
||||
.rg_left>p:first-child{
|
||||
color: #FFD026;
|
||||
font-size: 20px;
|
||||
}
|
||||
.rg_left>p:last-child{
|
||||
color: #A6A6A6;
|
||||
font-size: 20px;
|
||||
}
|
||||
|
||||
.rg_center{
|
||||
float: left;
|
||||
}
|
||||
|
||||
.rg_right{
|
||||
float: none;
|
||||
margin: 250px;
|
||||
padding-left: 10px;
|
||||
white-space:nowrap;
|
||||
}
|
||||
.rg_right p{
|
||||
font-size: 15px;
|
||||
}
|
||||
.rg_right p a{
|
||||
color: coral;
|
||||
}
|
||||
.td_left{
|
||||
padding-left: 250px;
|
||||
width: 100px;
|
||||
text-align: center;
|
||||
height: 45px;
|
||||
white-space:nowrap;
|
||||
}
|
||||
.td_right{
|
||||
padding-left: 40px;
|
||||
text-align: center;
|
||||
white-space:nowrap;
|
||||
}
|
||||
.bt_center{
|
||||
padding-left: 310px;
|
||||
}
|
||||
#username,#real_name,#ID,#password,#tel,#birthday,#checkcode{
|
||||
width: 251px;
|
||||
height: 32px;
|
||||
border: 1px solid #A6A6A6;
|
||||
/*设置边框圆角*/
|
||||
border-radius: 5px;
|
||||
padding-left: 10px;
|
||||
}
|
||||
#checkcode{
|
||||
width: 110px;
|
||||
}
|
||||
#img_check{
|
||||
height: 32px;
|
||||
vertical-align: middle;/*设置图片的位置垂直居中*/
|
||||
}
|
||||
#btn_sub{
|
||||
width: 100px;
|
||||
height: 40px;
|
||||
background-color: #FFD026;
|
||||
border: 1px solid #FFD026;
|
||||
padding-left: 10px;
|
||||
}
|
||||
|
||||
</style>
|
||||
<div class="rg_layout">
|
||||
<div class="rg_left">
|
||||
<p>新用户注册</p>
|
||||
<p>USER REGISTER</p>
|
||||
</div>
|
||||
<div class="rg_center">
|
||||
<div class="rg_form">
|
||||
<form class="ant-form" action="#" method="post">
|
||||
<table>
|
||||
<tr><!--label 标签的作用是当点击文字也会跳到文本输出框-->
|
||||
<!--for属性与ID属性对应规定 label 绑定到哪个表单元素。-->
|
||||
<td class="td_left"><label for="username">用户名</label> </td>
|
||||
<td class="td_right"><input type="text" name="username" id="username"> </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="td_left"><label for="real_name">姓名</label> </td>
|
||||
<td class="td_right"><input type="text" name="real_name" id="real_name"> </td>
|
||||
</tr>
|
||||
<tr><!--label 标签的作用是当点击文字也会跳到文本输出框-->
|
||||
<td class="td_left"><label for="ID">身份证号</label> </td>
|
||||
<td class="td_right"><input type="text" name="ID" id="ID"> </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="td_left"><label for="password">密码</label> </td>
|
||||
<td class="td_right"><input type="password" name="password" id="password"> </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="td_left"><label for="tel">再次输入密码</label> </td>
|
||||
<td class="td_right"><input type="password" name="tel" id="tel"> </td>
|
||||
</tr>
|
||||
|
||||
|
||||
|
||||
<tr>
|
||||
<td colspan="2" align="center" class="bt_center">
|
||||
<input type="submit" value="注册" id="btn_sub">
|
||||
</td>
|
||||
</tr>
|
||||
|
||||
</table>
|
||||
</form>
|
||||
</div>
|
||||
</div>
|
||||
<div class="rg_right">
|
||||
<p><a href="LoginUI.html">返回登录界面</a></p>
|
||||
</div>
|
||||
</div>
|
||||
</body>
|
||||
<script>
|
||||
document.addEventListener('DOMContentLoaded', function() {
|
||||
// 获取表单元素
|
||||
var form = document.querySelector('.ant-form');
|
||||
|
||||
// 为表单添加提交事件监听器
|
||||
form.addEventListener('submit', function(e) {
|
||||
e.preventDefault(); // 阻止表单的默认提交行为
|
||||
|
||||
// 收集表单数据
|
||||
var formData = {
|
||||
//question_kind: document.getElementsByName('question_kind').value,
|
||||
ID:document.getElementById('ID').value,
|
||||
password: document.getElementById('password').value,
|
||||
real_name:document.getElementById('real_name').value,
|
||||
source:"frontend",
|
||||
tel:document.getElementById('tel').value,
|
||||
type:"register_message",
|
||||
username: document.getElementById('username').value,
|
||||
};
|
||||
console.log(formData);
|
||||
fetch('http://47.96.136.178:8080', {
|
||||
method: 'POST',
|
||||
headers: {
|
||||
'Content-Type': 'application/json',
|
||||
},
|
||||
body: JSON.stringify(formData) // 将表单数据转换为JSON字符串
|
||||
})
|
||||
.then(response => response.json()) // 转换响应为JSON
|
||||
.then(data => {
|
||||
console.log('Success:', data);
|
||||
alert('反馈成功提交!');
|
||||
})
|
||||
.catch((error) => {
|
||||
console.error('Error:', error);
|
||||
alert('提交失败,请稍后重试!');
|
||||
});
|
||||
});
|
||||
});
|
||||
</script>
|
||||
</html>
|
Loading…
Reference in new issue