diff --git a/README.md b/README.md index 75dfcec..7be5820 100644 --- a/README.md +++ b/README.md @@ -1 +1,49 @@ -shengwutanzhen项目是安卓项目，可以进行手机传感器数据以及屏幕点击数据的采集，python_server为接收并且保存数据的Python服务器 \ No newline at end of file +shengwutanzhen项目是安卓项目，可以进行手机传感器数据以及屏幕点击数据的采集，python_server为接收并且保存数据的Python服务器 + +项目部署：Android Studio（gradle-8.0） + +采集方式：进入姓名拼音及手机号输入界面和随机输入界面开始采集，两个界面均采集了屏幕按压数据和手机运动传感器数据 + +![img](file:///C:\Users\24984\AppData\Local\Temp\ksohtml18396\wps1.png)![img](file:///C:\Users\24984\AppData\Local\Temp\ksohtml18396\wps2.png)![img](file:///C:\Users\24984\AppData\Local\Temp\ksohtml18396\wps3.png)![img](file:///C:\Users\24984\AppData\Local\Temp\ksohtml18396\wps4.png)![img](file:///C:\Users\24984\AppData\Local\Temp\ksohtml18396\wps5.png)![img](file:///C:\Users\24984\AppData\Local\Temp\ksohtml18396\wps6.png) + +采集结果说明： + +运动传感器部分： + +```python +accX,accY,accZ：加速度传感器的三轴数据 +gyroX,gyroY,gyroZ：陀螺仪传感器的三轴数据 +magX,magY,magZ：磁力计传感器的三轴数据 +以上三个传感器的采集频率为10毫秒一次 +``` + +采集结果示例： + +![image-20240723162657292](C:\Users\24984\AppData\Roaming\Typora\typora-user-images\image-20240723162657292.png) + +每一行代表间隔10毫秒的一个时间步 + +屏幕触摸数据部分： + +```python +create_date：文件创建时间 +uuid：随机生成的文件名 +data_stamp：数据上传时的时间戳 +label：在采集数据时用户输入的id +gesture：用户操作手机时的状态（静止or行走） +gesture_phone：用户操作手机的方式（单手、双手等等） +input_duration：用户输入数据所花的时间 +usrn_len：用户拼音姓名长度 +pswd_len：用户手机号长度 +hold-time：两次按压之间的间隔时间 +inter-time：每次按压屏幕的时间 +distance：两次按压之间的距离 +distanceMove：每次按压时手指的滑动距离 +pressures：每次按压时手指的压力 +touch_size：每次按压时手指的面积 +``` + +数据示例： + +![image-20240723163751357](C:\Users\24984\AppData\Roaming\Typora\typora-user-images\image-20240723163751357.png) + diff --git a/python_server/.idea/deployment.xml b/python_server/.idea/deployment.xml new file mode 100644 index 0000000..9e3b67b --- /dev/null +++ b/python_server/.idea/deployment.xml @@ -0,0 +1,14 @@ + + + + + + + + + + + + + + \ No newline at end of file diff --git a/python_server/.idea/other.xml b/python_server/.idea/other.xml new file mode 100644 index 0000000..2e75c2e --- /dev/null +++ b/python_server/.idea/other.xml @@ -0,0 +1,6 @@ + + + + + \ No newline at end of file diff --git a/python_server/Compare.py b/python_server/Compare.py new file mode 100644 index 0000000..d0f16e4 --- /dev/null +++ b/python_server/Compare.py @@ -0,0 +1,66 @@ +import pandas as pd +import matplotlib.pyplot as plt + +plt.rcParams['font.sans-serif'] = ['SimHei'] # 用来正常显示中文标签 +plt.rcParams['axes.unicode_minus'] = False # 用来正常显示负号 + + +def read_csv_columns(csv_file_path, column_names): + df = pd.read_csv(csv_file_path) + return df[column_names].values + + +def plot_comparison(csv_file_path1, csv_file_path2, column_names): + data1 = read_csv_columns(csv_file_path1, column_names) + data2 = read_csv_columns(csv_file_path2, column_names) + + plt.figure(figsize=(12, 8)) + plt.plot(data1[:, 0], label=f'Gesture 1 - {column_names[0]}', color='#FF4081') + plt.plot(data2[:, 0], label=f'Gesture 2 - {column_names[0]}', linestyle='--', color='#FF4081') + plt.plot(data1[:, 1], label=f'Gesture 1 - {column_names[1]}', color='#1da1e6') + plt.plot(data2[:, 1], label=f'Gesture 2 - {column_names[1]}', linestyle='--', color='#1da1e6') + plt.plot(data1[:, 2], label=f'Gesture 1 - {column_names[2]}', color='#000210') + plt.plot(data2[:, 2], label=f'Gesture 2 - {column_names[2]}', linestyle='--', color='#000210') + plt.title('同一个人的不同姿势对比') + plt.xlabel('Time') + plt.ylabel('Value') + plt.legend(loc='lower left') + plt.tight_layout() + plt.savefig('ComparsionACC_SameP_Diff.png') + + plt.figure(figsize=(12, 8)) + plt.plot(data1[:, 3], label=f'Gesture 1 - {column_names[3]}', color='#FF4081') + plt.plot(data2[:, 3], label=f'Gesture 2 - {column_names[3]}', linestyle='--', color='#FF4081') + plt.plot(data1[:, 4], label=f'Gesture 1 - {column_names[4]}', color='#1da1e6') + plt.plot(data2[:, 4], label=f'Gesture 2 - {column_names[4]}', linestyle='--', color='#1da1e6') + plt.plot(data1[:, 5], label=f'Gesture 1 - {column_names[5]}', color='#000210') + plt.plot(data2[:, 5], label=f'Gesture 2 - {column_names[5]}', linestyle='--', color='#000210') + plt.title('同一个人的不同姿势对比') + plt.xlabel('Time') + plt.ylabel('Value') + plt.legend(loc='lower left') + plt.tight_layout() + plt.savefig('ComparsionGyro_SameP_Diff.png') + + plt.figure(figsize=(12, 8)) + plt.plot(data1[:, 6], label=f'Gesture 1 - {column_names[6]}', color='#FF4081') + plt.plot(data2[:, 6], label=f'Gesture 2 - {column_names[6]}', linestyle='--', color='#FF4081') + plt.plot(data1[:, 7], label=f'Gesture 1 - {column_names[7]}', color='#1da1e6') + plt.plot(data2[:, 7], label=f'Gesture 2 - {column_names[7]}', linestyle='--', color='#1da1e6') + plt.plot(data1[:, 8], label=f'Gesture 1 - {column_names[8]}', color='#000210') + plt.plot(data2[:, 8], label=f'Gesture 2 - {column_names[8]}', linestyle='--', color='#000210') + plt.title('同一个人的不同姿势对比') + plt.xlabel('Time') + plt.ylabel('Value') + plt.legend(loc='lower left') + plt.tight_layout() + plt.savefig('ComparsionMag_SameP_Diff.png') + plt.show() + + +if __name__ == "__main__": + csv_file1 = r'D:\pycharmProjects\python_server\NormalizeData\4d9fddfe684048ccbbe100bf40a51180_wavelet_denoised_kalman_denoised_normalized.csv' + csv_file2 = r'D:\pycharmProjects\python_server\NormalizeData\c744b2c8330e41c4980f57fbd1ffa4f8_wavelet_denoised_kalman_denoised_normalized.csv' + columns_to_compare = ['accX', 'accY', 'accZ', 'gyroX', 'gyroY', 'gyroZ', 'magX', 'magY', 'magZ'] + + plot_comparison(csv_file1, csv_file2, columns_to_compare) diff --git a/python_server/CompareDiff.py b/python_server/CompareDiff.py new file mode 100644 index 0000000..dd0189a --- /dev/null +++ b/python_server/CompareDiff.py @@ -0,0 +1,66 @@ +import pandas as pd +import matplotlib.pyplot as plt + +plt.rcParams['font.sans-serif'] = ['SimHei'] # 用来正常显示中文标签 +plt.rcParams['axes.unicode_minus'] = False # 用来正常显示负号 + + +def read_csv_columns(csv_file_path, column_names): + df = pd.read_csv(csv_file_path) + return df[column_names].values + + +def plot_comparison(csv_file_path1, csv_file_path2, column_names): + data1 = read_csv_columns(csv_file_path1, column_names) + data2 = read_csv_columns(csv_file_path2, column_names) + + plt.figure(figsize=(12, 8)) + plt.plot(data1[:, 0], label=f'Person 1 - {column_names[0]}', color='#FF4081') + plt.plot(data2[:, 0], label=f'Person 2 - {column_names[0]}', linestyle='--', color='#FF4081') + plt.plot(data1[:, 1], label=f'Person 1 - {column_names[1]}', color='#1da1e6') + plt.plot(data2[:, 1], label=f'Person 2 - {column_names[1]}', linestyle='--', color='#1da1e6') + plt.plot(data1[:, 2], label=f'Person 1 - {column_names[2]}', color='#000210') + plt.plot(data2[:, 2], label=f'Person 2 - {column_names[2]}', linestyle='--', color='#000210') + plt.title('不同用户对比') + plt.xlabel('Time') + plt.ylabel('Value') + plt.legend(loc='lower left') + plt.tight_layout() + plt.savefig('ComparsionACC_Diff.png') + + plt.figure(figsize=(12, 8)) + plt.plot(data1[:, 3], label=f'Person 1 - {column_names[3]}', color='#FF4081') + plt.plot(data2[:, 3], label=f'Person 2 - {column_names[3]}', linestyle='--', color='#FF4081') + plt.plot(data1[:, 4], label=f'Person 1 - {column_names[4]}', color='#1da1e6') + plt.plot(data2[:, 4], label=f'Person 2 - {column_names[4]}', linestyle='--', color='#1da1e6') + plt.plot(data1[:, 5], label=f'Person 1 - {column_names[5]}', color='#000210') + plt.plot(data2[:, 5], label=f'Person 2 - {column_names[5]}', linestyle='--', color='#000210') + plt.title('不同用户对比') + plt.xlabel('Time') + plt.ylabel('Value') + plt.legend(loc='lower left') + plt.tight_layout() + plt.savefig('ComparsionGyro_Diff.png') + + plt.figure(figsize=(12, 8)) + plt.plot(data1[:, 6], label=f'Person 1 - {column_names[6]}', color='#FF4081') + plt.plot(data2[:, 6], label=f'Person 2 - {column_names[6]}', linestyle='--', color='#FF4081') + plt.plot(data1[:, 7], label=f'Person 1 - {column_names[7]}', color='#1da1e6') + plt.plot(data2[:, 7], label=f'Person 2 - {column_names[7]}', linestyle='--', color='#1da1e6') + plt.plot(data1[:, 8], label=f'Person 1 - {column_names[8]}', color='#000210') + plt.plot(data2[:, 8], label=f'Person 2 - {column_names[8]}', linestyle='--', color='#000210') + plt.title('不同用户对比') + plt.xlabel('Time') + plt.ylabel('Value') + plt.legend(loc='lower left') + plt.tight_layout() + plt.savefig('ComparsionMag_Diff.png') + plt.show() + + +if __name__ == "__main__": + csv_file1 = r'D:\pycharmProjects\python_server\NormalizeData\44c3071c5d754df686c47ce236428bf6_wavelet_denoised_kalman_denoised_normalized.csv' + csv_file2 = r'D:\pycharmProjects\python_server\NormalizeData\57edc01fed864a18b095fe7d5cf41ea2_wavelet_denoised_kalman_denoised_normalized.csv' + columns_to_compare = ['accX', 'accY', 'accZ', 'gyroX', 'gyroY', 'gyroZ', 'magX', 'magY', 'magZ'] + + plot_comparison(csv_file1, csv_file2, columns_to_compare) diff --git a/python_server/ComparsionACC_Diff.png b/python_server/ComparsionACC_Diff.png new file mode 100644 index 0000000..51aa235 Binary files /dev/null and b/python_server/ComparsionACC_Diff.png differ diff --git a/python_server/ComparsionACC_SameP_Diff.png b/python_server/ComparsionACC_SameP_Diff.png new file mode 100644 index 0000000..fa46dbb Binary files /dev/null and b/python_server/ComparsionACC_SameP_Diff.png differ diff --git a/python_server/ComparsionGyro_Diff.png b/python_server/ComparsionGyro_Diff.png new file mode 100644 index 0000000..d0b1688 Binary files /dev/null and b/python_server/ComparsionGyro_Diff.png differ diff --git a/python_server/ComparsionGyro_SameP_Diff.png b/python_server/ComparsionGyro_SameP_Diff.png new file mode 100644 index 0000000..a340ab5 Binary files /dev/null and b/python_server/ComparsionGyro_SameP_Diff.png differ diff --git a/python_server/ComparsionMag_Diff.png b/python_server/ComparsionMag_Diff.png new file mode 100644 index 0000000..4477574 Binary files /dev/null and b/python_server/ComparsionMag_Diff.png differ diff --git a/python_server/ComparsionMag_SameP_Diff.png b/python_server/ComparsionMag_SameP_Diff.png new file mode 100644 index 0000000..a8da547 Binary files /dev/null and b/python_server/ComparsionMag_SameP_Diff.png differ diff --git a/python_server/KalManData/00a5c8c8361c49fa8c03dbac8063eb6a_wavelet_denoised_kalman_denoised.csv b/python_server/KalManData/00a5c8c8361c49fa8c03dbac8063eb6a_wavelet_denoised_kalman_denoised.csv new file mode 100644 index 0000000..e089313 --- /dev/null +++ b/python_server/KalManData/00a5c8c8361c49fa8c03dbac8063eb6a_wavelet_denoised_kalman_denoised.csv @@ -0,0 +1,1755 @@ +accX,accY,accZ,gyroX,gyroY,gyroZ,magX,magY,magZ +0.4998434742617989,5.672830572114122,8.261545597465249,-0.23871352832523318,-0.04849734604725931,-0.07375865843029217,36.82959823716794,-24.270106088674517,-16.701784857865427 +0.4812313996480239,5.699779897019819,8.304010052420896,-0.22332960825001663,-0.045911213527600706,-0.07050441843566693,36.98869817168795,-24.364732355053818,-16.975407543864655 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+,9.776320999999978,0.8123449999999985,,,,,9.87499999999998,-47.7499999999999 +,9.776320999999978,0.8123449999999985,,,,,9.87499999999998,-47.7499999999999 +,9.776320999999978,0.8123449999999985,,,,,9.87499999999998,-47.7499999999999 +,9.776320999999978,0.8123449999999985,,,,,9.87499999999998,-47.7499999999999 +,9.776320999999978,0.8123449999999985,,,,,9.87499999999998,-47.7499999999999 +,9.776320999999978,0.8123449999999987,,,,,9.87499999999998,-47.7499999999999 +,9.776320999999978,0.8123449999999987,,,,,9.87499999999998,-47.7499999999999 +,9.776320999999978,0.8123449999999987,,,,,9.87499999999998,-47.7499999999999 diff --git a/python_server/KalManFilter.py b/python_server/KalManFilter.py new file mode 100644 index 0000000..3bba4c0 --- /dev/null +++ b/python_server/KalManFilter.py @@ -0,0 +1,79 @@ +import pandas as pd +import numpy as np +import matplotlib.pyplot as plt +import os +import glob + + +class KalmanFilter: + def __init__(self, process_variance, measurement_variance, initial_estimate, initial_error_covariance): + self.process_variance = process_variance + self.measurement_variance = measurement_variance + self.estimate = initial_estimate + self.error_covariance = initial_error_covariance + + def update(self, measurement): + predicted_estimate = self.estimate + predicted_error_covariance = self.error_covariance + self.process_variance + kalman_gain = predicted_error_covariance / (predicted_error_covariance + self.measurement_variance) + self.estimate = predicted_estimate + kalman_gain * (measurement - predicted_estimate) + self.error_covariance = (1 - kalman_gain) * predicted_error_covariance + return self.estimate + + +def read_csv_columns(csv_file_path, header_names): + df = pd.read_csv(csv_file_path) + return df[header_names].values + + +def save_to_csv(data, header_names, output_file): + df = pd.DataFrame(data, columns=header_names) + df.to_csv(output_file, index=False) + + +def plot_comparison_and_save(original_data, denoised_data, header_names, save_path): + plt.figure(figsize=(14, 10)) + for i, col_name in enumerate(header_names): + plt.plot(original_data[:, i], label='Original ' + col_name) + plt.plot(denoised_data[:, i], label='Denoised ' + col_name, linestyle='--', linewidth=2) + plt.title('Kalman Filter Denoising Comparison') + plt.xlabel('Time') + plt.ylabel('Value') + plt.legend(loc='lower left') + plt.tight_layout() + plt.savefig(save_path) + + +if __name__ == "__main__": + input_directory = r'D:\pycharmProjects\python_server\Wavelet_DenoisedData' # 输入目录路径 + output_csv_directory = r'D:\pycharmProjects\python_server\KalManData' # 输出目录路径 + output_png_directory = r'D:\pycharmProjects\python_server\KalManPng' # 输出png目录路径 + columns_to_process = ['accX', 'accY', 'accZ', 'gyroX', 'gyroY', 'gyroZ', 'magX', 'magY', 'magZ'] + + # 创建输出目录（如果不存在） + if not os.path.exists(output_csv_directory): + os.makedirs(output_csv_directory) + + if not os.path.exists(output_png_directory): + os.makedirs(output_png_directory) + + csv_files = glob.glob(os.path.join(input_directory, '*.csv')) + + for input_csv_file in csv_files: + file_name = os.path.basename(input_csv_file) + output_csv_file = os.path.join(output_csv_directory, + os.path.splitext(file_name)[0] + '_kalman_denoised.csv') + output_plot_file = os.path.join(output_png_directory, + os.path.splitext(file_name)[0] + '_kalman_denoising_comparison.png') + + data = read_csv_columns(input_csv_file, columns_to_process) + + denoised_data = np.zeros_like(data) + for i, col in enumerate(columns_to_process): + kf = KalmanFilter(process_variance=1e-5, measurement_variance=0.1 ** 2, initial_estimate=0.0, + initial_error_covariance=1.0) + denoised_data[:, i] = [kf.update(measurement) for measurement in data[:, i]] + + save_to_csv(denoised_data, columns_to_process, output_csv_file) + plot_comparison_and_save(data, denoised_data, columns_to_process, output_plot_file) + diff --git 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b/python_server/KalManPng/f937f833b4a84a09953ff928a54fa693_wavelet_denoised_kalman_denoising_comparison.png new file mode 100644 index 0000000..cad05b8 Binary files /dev/null and b/python_server/KalManPng/f937f833b4a84a09953ff928a54fa693_wavelet_denoised_kalman_denoising_comparison.png differ diff --git a/python_server/Normalize.py b/python_server/Normalize.py new file mode 100644 index 0000000..f9ee3cf --- /dev/null +++ b/python_server/Normalize.py @@ -0,0 +1,61 @@ +import pandas as pd +import numpy as np +import matplotlib.pyplot as plt +import os +import glob + + +def read_csv_columns(csv_file_path, header_names): + df = pd.read_csv(csv_file_path) + return df[header_names].values + + +def normalize(data): + mean = np.mean(data, axis=0) + std = np.std(data, axis=0) + return (data - mean) / std + + +def save_to_csv(data, header_names, output_file): + df = pd.DataFrame(data, columns=header_names) + df.to_csv(output_file, index=False) + + +def plot_comparison_and_save(original_data, normalized_data, header_names, save_path): + plt.figure(figsize=(14, 10)) + for i, col_name in enumerate(header_names): + plt.plot(normalized_data[:, i], label='Normalized ' + col_name) + plt.title('Normalization') + plt.xlabel('Time') + plt.ylabel('Value') + plt.legend(loc='lower left') # 固定图例在左下角 + plt.tight_layout() + plt.savefig(save_path) + + +if __name__ == "__main__": + input_directory = r'D:\pycharmProjects\python_server\KalManData' # 输入目录路径 + output_csv_directory = r'D:\pycharmProjects\python_server\NormalizeData' # 输出目录路径 + output_png_directory = r'D:\pycharmProjects\python_server\NormalizePng' # 输出png目录路径 + columns_to_process = ['accX', 'accY', 'accZ', 'gyroX', 'gyroY', 'gyroZ', 'magX', 'magY', 'magZ'] + + # 创建输出目录（如果不存在） + if not os.path.exists(output_csv_directory): + os.makedirs(output_csv_directory) + + if not os.path.exists(output_png_directory): + os.makedirs(output_png_directory) + + csv_files = glob.glob(os.path.join(input_directory, '*.csv')) + + for input_csv_file in csv_files: + file_name = os.path.basename(input_csv_file) + output_csv_file = os.path.join(output_csv_directory, os.path.splitext(file_name)[0] + '_normalized.csv') + output_plot_file = os.path.join(output_png_directory, + os.path.splitext(file_name)[0] + '_normalization_comparison.png') + + data = read_csv_columns(input_csv_file, columns_to_process) + normalized_data = normalize(data) + + save_to_csv(normalized_data, columns_to_process, output_csv_file) + plot_comparison_and_save(data, normalized_data, columns_to_process, output_plot_file) diff --git a/python_server/NormalizeData/00a5c8c8361c49fa8c03dbac8063eb6a_wavelet_denoised_kalman_denoised_normalized.csv b/python_server/NormalizeData/00a5c8c8361c49fa8c03dbac8063eb6a_wavelet_denoised_kalman_denoised_normalized.csv new file mode 100644 index 0000000..4525074 --- /dev/null +++ b/python_server/NormalizeData/00a5c8c8361c49fa8c03dbac8063eb6a_wavelet_denoised_kalman_denoised_normalized.csv @@ -0,0 +1,1755 @@ 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b/python_server/data/f937f833b4a84a09953ff928a54fa693.csv similarity index 93% rename from python_server/data/aa91ae92831a4fa39c3042cb6edda7f0.csv rename to python_server/data/f937f833b4a84a09953ff928a54fa693.csv index 795ee27..c1e93c7 100644 --- a/python_server/data/aa91ae92831a4fa39c3042cb6edda7f0.csv +++ b/python_server/data/f937f833b4a84a09953ff928a54fa693.csv @@ -1826,135 +1826,3 @@ accX,accY,accZ,gyroX,gyroY,gyroZ,magX,magY,magZ 0.0,9.776321,0.812345,0.0,0.0,0.0,0.0,9.875,-47.75 0.0,9.776321,0.812345,0.0,0.0,0.0,0.0,9.875,-47.75 0.0,9.776321,0.812345,0.0,0.0,0.0,0.0,9.875,-47.75 -0.0,9.776321,0.812345,0.0,0.0,0.0,0.0,9.875,-47.75 -0.0,9.776321,0.812345,0.0,0.0,0.0,0.0,9.875,-47.75 -0.0,9.776321,0.812345,0.0,0.0,0.0,0.0,9.875,-47.75 -0.0,9.776321,0.812345,0.0,0.0,0.0,0.0,9.875,-47.75 -0.0,9.776321,0.812345,0.0,0.0,0.0,0.0,9.875,-47.75 -0.0,9.776321,0.812345,0.0,0.0,0.0,0.0,9.875,-47.75 -0.0,9.776321,0.812345,0.0,0.0,0.0,0.0,9.875,-47.75 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-0.0,9.776321,0.812345,0.0,0.0,0.0,0.0,9.875,-47.75 -0.0,9.776321,0.812345,0.0,0.0,0.0,0.0,9.875,-47.75 -0.0,9.776321,0.812345,0.0,0.0,0.0,0.0,9.875,-47.75 -0.0,9.776321,0.812345,0.0,0.0,0.0,0.0,9.875,-47.75 -0.0,9.776321,0.812345,0.0,0.0,0.0,0.0,9.875,-47.75 -0.0,9.776321,0.812345,0.0,0.0,0.0,0.0,9.875,-47.75 -0.0,9.776321,0.812345,0.0,0.0,0.0,0.0,9.875,-47.75 -0.0,9.776321,0.812345,0.0,0.0,0.0,0.0,9.875,-47.75 -0.0,9.776321,0.812345,0.0,0.0,0.0,0.0,9.875,-47.75 -0.0,9.776321,0.812345,0.0,0.0,0.0,0.0,9.875,-47.75 -0.0,9.776321,0.812345,0.0,0.0,0.0,0.0,9.875,-47.75 diff --git a/python_server/data_segment.py b/python_server/data_segment.py new file mode 100644 index 0000000..f8364b8 --- /dev/null +++ b/python_server/data_segment.py @@ -0,0 +1,34 @@ +import pandas as pd +import numpy as np + + +def split_csv_to_3d_matrix(file_path, time_step=10): + # 读取CSV文件 + df = pd.read_csv(file_path) + + # 获取总行数和列数 + total_rows, total_cols = df.shape + + # 计算时间步数 + num_steps = total_rows // time_step + + # 初始化三维矩阵 + matrix_3d = np.zeros((num_steps, time_step, total_cols), dtype=np.float) + + # 分割数据到三维矩阵 + for step in range(num_steps): + start_row = step * time_step + end_row = start_row + time_step + matrix_3d[step, :, :] = df.iloc[start_row:end_row, :].values + + return matrix_3d + + +# 示例用法 +file_path = r'D:\pycharmProjects\python_server\NormalizeData\0b976697eae74888be8a12c87d399763_wavelet_denoised_kalman_denoised_normalized.csv' # 替换为你的CSV文件路径 +time_step = 10 # 指定时间步大小 + +# 分割CSV文件到三维矩阵 +matrix_3d = split_csv_to_3d_matrix(file_path, time_step) + +print(matrix_3d[0], '\n', matrix_3d[1]) diff --git a/python_server/debruijin.py b/python_server/debruijin.py new file mode 100644 index 0000000..33a90b0 --- /dev/null +++ b/python_server/debruijin.py @@ -0,0 +1,42 @@ +def generate_sequence(k, n): + sequence = list(range(k)) # Initialize with the first k elements + used_triplets = set() + + def is_valid_triplet(triplet): + # Check for repeated symbols + if len(set(triplet)) < n: + return False + # Check for rearrangements + triplet_sorted = tuple(sorted(triplet)) + return triplet_sorted not in used_triplets + + def add_to_sequence(signal): + if len(sequence) >= n: + new_triplet = (sequence[-(n - 1)], sequence[-1], signal) + if is_valid_triplet(new_triplet): + used_triplets.add(tuple(sorted(new_triplet))) + sequence.append(signal) + return True + else: + sequence.append(signal) + return True + return False + + signals = list(range(k)) + + while len(sequence) < 100: # Arbitrarily chosen length limit to avoid infinite loop + added = False + for signal in signals: + if add_to_sequence(signal): + added = True + break + if not added: + break + + return sequence + + +k = 9 +n = 3 +sequence = generate_sequence(k, n) +print(sequence) diff --git a/python_server/login.csv b/python_server/login.csv index 26b7e70..190674f 100644 --- a/python_server/login.csv +++ b/python_server/login.csv @@ -1,16 +1,23 @@ 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-2024-06-21-13:17:04,244a8dfb681e4f67a4f743e91fcdfeaa,1718947022898,zhoujuting,站立,单手持机，另一只手操作,16670,9,9,"[117, 80, 104, 88, 95, 87, 103, 88, 87, 177, 86, 103, 96, 84, 94, 103, 112, 95]","[0, 340, 183, 416, 233, 313, 745, 81, 552, 761, 354, 1200, 89, 837, 376, 753, 369, 648]","[0, 372.93151455872237, 539.2046202373361, 911.6724396694348, 225.11899061154395, 292.10414573031466, 450.15992692357776, 0.0, 850.6121969814504, 863.4080136025206, 1073.6757118762707, 139.05653369029588, 0.0, 189.71886628639777, 82.21622480892029, 210.63163967708275, 201.55431055245532, 370.17001905383097]","[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]","[5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07]" -2024-06-21-14:35:45,48416342d6164c568dd16259f9f14d89,1718951744545,zhoujuting,站立,单手持机，单手操作,5146,6,7,"[87, 80, 80, 80, 72, 96, 72, 72, 72, 63, 48, 88, 96]","[0, 65, 79, 64, 64, 56, 1288, 72, 72, 81, 80, 56, 48]","[0, 0.0, 0.0, 0.0, 0.0, 0.0, 309.13699084993704, 0.0, 0.0, 0.0, 0.0, 0.0, 8.942071619127256]","[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]","[5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07]" -2024-06-21-20:20:21,11df2427ebb74fd99781d3e15a55073e,1718972410890,aa,站立,单手持机，单手操作,3054,2,2,"[80, 72, 76, 73]","[0, 84, 1088, 84]","[0, 10.816653826391969, 54.120236510939236, 14.142135623730951]","[1.0, 1.0, 1.0, 1.0]","[0.00962963, 0.0074074073, 0.006666667, 0.005925926]" -2024-06-21-20:20:22,37e9e5cf910a4c78898edaa68cc0176f,1718972411395,aa,站立,单手持机，单手操作,3559,2,2,"[80, 72, 76, 73]","[0, 84, 1088, 84]","[0, 10.816653826391969, 54.120236510939236, 14.142135623730951]","[1.0, 1.0, 1.0, 1.0]","[0.00962963, 0.0074074073, 0.006666667, 0.005925926]" -2024-06-21-20:20:22,f16c279a5022418986e8d136ce67f2a7,1718972411956,aa,站立,单手持机，单手操作,4120,2,2,"[80, 72, 76, 73]","[0, 84, 1088, 84]","[0, 10.816653826391969, 54.120236510939236, 14.142135623730951]","[1.0, 1.0, 1.0, 1.0]","[0.00962963, 0.0074074073, 0.006666667, 0.005925926]" -2024-06-21-20:20:23,5471179e38304c7485509b7251a3ee73,1718972413236,aa,站立,单手持机，单手操作,5400,2,1,"[80, 72, 76, 73, 53]","[0, 84, 1088, 84, 1920]","[0, 10.816653826391969, 54.120236510939236, 14.142135623730951, 895.0804433122198]","[1.0, 1.0, 1.0, 1.0, 1.0]","[0.00962963, 0.0074074073, 0.006666667, 0.005925926, 0.008148148]" -2024-06-21-20:56:03,1d663f5fb57c4bffa9818ea3de429e97,1718974562045,zhoujuting,站立,单手持机，单手操作,4523,2,1,"[64, 96, 87]","[0, 64, 1256]","[0, 0.0, 114.24894904163284]","[1.0, 1.0, 1.0]","[5.9604645e-07, 5.9604645e-07, 5.9604645e-07]" -2024-06-21-20:59:17,053b975f2205420cabbc40a577066581,1718974756598,zzzzz,站立,单手持机，单手操作,3826,3,4,"[81, 72, 87, 71, 96, 96, 103]","[0, 79, 65, 1097, 80, 72, 58]","[0, 0.0, 0.0, 834.6090271294439, 0.0, 0.0, 7.99810000000025]","[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]","[5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07]" -2024-06-21-20:59:55,9173829e7bdc4e028a04b31e60abb2dc,1718974794412,zzzzz,站立,单手持机，单手操作,41640,3,4,"[81, 72, 87, 71, 96, 96, 103]","[0, 79, 65, 1097, 80, 72, 58]","[0, 0.0, 0.0, 834.6090271294439, 0.0, 0.0, 7.99810000000025]","[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]","[5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07]" -2024-06-21-21:06:18,a4bcd70b9649407abd77127ec218df31,1718975177468,www,站立,设备平放，单手操作,4416,5,5,"[71, 88, 87, 79, 87, 71, 73, 77, 103, 87]","[0, 72, 72, 89, 65, 1097, 81, 73, 57, 145]","[0, 0.0, 0.0, 0.0, 11.310901285083435, 213.73509017370088, 0.0, 0.0, 0.0, 0.0]","[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]","[5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07]" -2024-06-21-21:06:44,aa91ae92831a4fa39c3042cb6edda7f0,1718975203551,www,站立,设备平放，单手操作,30499,5,5,"[71, 88, 87, 79, 87, 71, 73, 77, 103, 87]","[0, 72, 72, 89, 65, 1097, 81, 73, 57, 145]","[0, 0.0, 0.0, 0.0, 11.310901285083435, 213.73509017370088, 0.0, 0.0, 0.0, 0.0]","[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]","[5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07]" -2024-06-21-21:08:36,ae7991fba9d84dcaba54f830d73ff565,1718975315300,zzzzz,站立,单手持机，单手操作,6095,4,5,"[103, 73, 79, 71, 80, 63, 72, 73, 231]","[0, 64, 72, 89, 2088, 74, 79, 72, 56]","[0, 0.0, 0.0, 0.0, 453.0059313280108, 0.0, 0.0, 0.0, 0.0]","[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]","[5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07]" -2024-06-21-21:11:15,8d8f5477461a45c1943264c2403775bd,1718975474629,zzzz,站立,单手持机，单手操作,4840,4,5,"[80, 81, 79, 104, 79, 82, 71, 79, 110]","[0, 71, 72, 73, 1080, 72, 79, 81, 74]","[0, 0.0, 0.0, 0.0, 489.5062365234458, 0.0, 0.0, 0.0, 0.0]","[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]","[5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07]" -2024-06-21-21:11:55,cef44061b2c9457ba945ffab78b313d9,1718975514108,zzzzz,站立,单手持机，单手操作,4737,4,5,"[102, 81, 136, 110, 63, 104, 87, 107, 112]","[0, 57, 87, 106, 1049, 176, 65, 57, 52]","[0, 0.0, 0.0, 0.0, 343.99713783372164, 132.8284907950931, 0.0, 0.0, 0.0]","[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]","[5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07]" +create_date,uuid,data_stamp,label,gesture,gesture_phone,input_duration,usrn_len,pswd_len,hold-time,inter-time,distance,distanceMove,pressures,touch_size +2024-07-09-11:02:12,198ea81d923643eaa1952634bb2959dc,1720494128871,zhoujuting,静止,单手持机，单手操作,14986,5,5,"[672, 696, 728, 623, 672, 536, 368, 359, 376, 536]","[0, 472, 416, 640, 473, 1872, 392, 328, 489, 576]","[0, 136.31182576972162, 155.44778562307798, 224.9928, 160.11728084770988, 85.02352042170453, 127.06490406418916, 135.85791768609613, 235.51863942725822, 117.02148529018076]","[39.186333, 105.696884, 100.857315, 97.0605, 98.63103, 48.221313, 67.061066, 89.95904, 135.98149, 118.038956]","[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]","[5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07]" +2024-07-10-15:59:40,95de695fceae40b0abd7ee6c2d4de969,1720598376721,zhoujuting,静止,单手持机，单手操作,9070,4,2,"[600, 512, 479, 376, 359, 359]","[0, 616, 464, 817, 1512, 361]","[0, 117.18554445696456, 159.68038587776803, 263.54804937155666, 156.54034782236687, 125.07378161307389]","[107.948105, 116.7087, 90.880516, 79.6283, 135.19533, 128.5808]","[1.0, 1.0, 1.0, 1.0, 1.0, 1.0]","[5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07]" +2024-07-15-17:14:02,4e9aaabd47bc45d4ada9a6ce81068299,1721034840787,yangxiaoyu,静止,单手持机，另一只手操作,13410,11,10,"[21, 46, 51, 23, 69, 44, 61, 44, 69, 53, 29, 23, 60, 75, 54, 62, 36, 61, 69, 37, 30]","[0, 354, 756, 1096, 322, 546, 363, 518, 136, 198, 290, 1334, 338, 581, 125, 198, 190, 272, 260, 200, 89]","[0, 804.4175260924603, 566.8726311969912, 833.2069480269113, 906.5975693823804, 637.6478971567209, 649.4742302714374, 658.1525014235227, 47.816696665913675, 411.1480111107434, 499.0997598081169, 355.33812213259654, 537.0558926597118, 672.3634746178589, 264.113380577736, 305.4818475801792, 641.9646691528433, 701.6152380900518, 799.1702111065953, 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230.39740530884902, 145.89329010331494, 252.39402292856008, 443.5065616235352, 436.18774144525264]","[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.8192412, 0.0, 0.0, 6.6571484, 7.132945, 0.0, 1.4084184, 0.0, 0.0, 0.0]","[3.21, 6.8799996, 7.08, 4.15, 3.6399999, 1.0, 3.6699998, 2.1699998, 2.9299998, 6.3399997, 2.79, 4.13, 5.37, 2.46, 3.08, 2.56, 4.18, 5.2599998]","[170.0, 206.0, 206.0, 179.0, 179.0, 1.0, 170.0, 161.0, 161.0, 188.0, 152.0, 161.0, 188.0, 161.0, 179.0, 170.0, 170.0, 188.0]" +2024-07-15-17:59:08,a714ac859aff40e3a436037502ee1755,1721037548160,zhounan,静止,单手持机，单手操作,13367,11,7,"[58, 13, 61, 74, 88, 2, 75, 72, 75, 91, 74, 91, 56, 108, 59, 74, 72, 86]","[0, 524, 159, 343, 366, 273, 1053, 653, 307, 272, 265, 2044, 552, 244, 190, 415, 384, 1256]","[0, 277.77133050899425, 24.51609157460468, 206.30132008768751, 444.7538232757111, 160.5773107403721, 676.0377452610029, 282.82000816829606, 304.33165994764147, 285.2410573874962, 354.10719943789684, 649.2046486600354, 308.3269863456399, 237.8582655700667, 160.46085049172706, 240.57247714253927, 436.2754378695722, 451.835642189436]","[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.8811076, 0.0, 0.0, 0.7202769, 0.0, 0.0, 0.0]","[8.03, 2.6599998, 5.3399997, 3.21, 3.1399999, 1.0, 7.0899997, 3.74, 3.1799998, 5.41, 2.97, 4.74, 4.69, 3.6499999, 4.73, 4.52, 7.91, 3.47]","[215.0, 170.0, 188.0, 188.0, 161.0, 1.0, 206.0, 170.0, 170.0, 197.0, 161.0, 188.0, 188.0, 170.0, 188.0, 170.0, 215.0, 152.0]" +2024-07-15-18:00:26,0aba9b63a8824c6f9b75cd6fbc8c074d,1721037624971,好,静止,单手持机，单手操作,27825,11,3,"[79, 105, 68, 51, 82, 68, 71, 71, 42, 109, 85, 43, 70, 37]","[0, 2979, 659, 668, 471, 644, 244, 449, 536, 461, 608, 2139, 699, 558]","[0, 437.0926675202868, 439.6020928066653, 108.85311203635843, 559.2012160215677, 542.0230622399752, 103.57605900979242, 629.1557835703333, 322.8203834952186, 302.59213472924245, 526.3430440311718, 202.64747716169575, 388.34649476981247, 265.15844319953305]","[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]","[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]","[0.0037037036, 0.005185185, 0.0074074073, 0.0074074073, 0.005925926, 0.0074074073, 0.006666667, 0.005185185, 0.006666667, 0.005185185, 0.006666667, 0.005925926, 0.0074074073, 0.006666667, 0.005185185, 0.005925926, 0.0037037036, 0.005925926]" +2024-07-15-18:01:35,458851d66d72425294df57e4dd608390,1721037695268,zhounan,静止,单手持机，另一只手操作,43661,11,7,"[43, 58, 42, 58, 74, 88, 42, 41, 59, 71, 59, 71, 74, 86, 72, 71, 62, 57]","[0, 459, 146, 408, 666, 416, 767, 775, 665, 686, 563, 1823, 540, 1202, 334, 418, 423, 522]","[0, 325.9433466823415, 22.03982423578736, 233.4008923772572, 457.83346556729555, 145.0075968578543, 665.3660000800311, 316.316731163659, 256.17605650369137, 257.069792380004, 342.56637024531227, 686.7596082407135, 333.7151273225518, 228.87105269927102, 157.3888430257507, 214.0671623680251, 487.5385274158398, 468.2117024475866]","[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.754796, 0.0]","[2.7, 4.0099998, 3.6599998, 2.6399999, 5.91, 5.2, 2.84, 3.32, 6.12, 2.8999999, 6.15, 2.9299998, 4.7999997, 2.53, 3.9199998, 4.5699997, 2.56, 5.17]","[152.0, 179.0, 188.0, 161.0, 197.0, 179.0, 152.0, 179.0, 188.0, 170.0, 188.0, 152.0, 179.0, 152.0, 179.0, 188.0, 152.0, 179.0]" +2024-07-15-18:01:44,4555d487c33c457db4c8a3ace83a95d0,1721037704746,hesiyuan,静止,双手持机，双手操作,9765,11,8,"[3, 59, 45, 78, 84, 2, 49, 78, 51, 59, 54, 36, 82, 90, 63, 56, 36, 90, 82]","[0, 244, 85, 281, 109, 132, 186, 836, 100, 431, 147, 1666, 213, 272, 203, 132, 119, 57, 105]","[0, 793.1037172396565, 7.925680175858726, 330.98074509133664, 108.49411999999995, 441.3556582580652, 370.96633345493757, 184.39741698161063, 140.64884399485837, 571.0811962606404, 341.11289064460885, 406.30969286135485, 462.6086471631962, 162.98731704955588, 623.5416280238231, 234.82913993729557, 152.84801165190197, 667.4390779652173, 698.3952759265616]","[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]","[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]","[0.0071078436, 0.012990197, 0.011519608, 0.01642157, 0.018137256, 0.010784314, 0.012745099, 0.010294118, 0.012009805, 0.008088236, 0.015196079, 0.009313726, 0.013480393, 0.009558824, 0.009313726, 0.010784314, 0.009803922, 0.009068628, 0.01127451]" +2024-07-15-18:02:14,7008f6a8c1e8433b80235577c0f4306c,1721037734872,zhounan,静止,设备平放，双手操作,8632,11,7,"[41, 62, 76, 58, 57, 1, 56, 73, 61, 46, 47, 56, 77, 59, 59, 77, 46, 62]","[0, 204, 78, 217, 164, 207, 97, 1119, 63, 48, 78, 1855, 62, 132, 166, 128, 245, 93]","[0, 311.30855273799096, 10.10955718565356, 233.54573118072614, 450.6930953057219, 172.55291717212427, 688.6019196006757, 287.24140246666326, 319.9126786834534, 314.09921486515515, 378.21315425713107, 691.0775770509691, 348.11350400327206, 232.5686709239283, 179.86574196556302, 222.35108464273918, 472.23538390563306, 481.41771027417104]","[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 16.40625, 0.0, 0.0, 0.0, 0.0, 2.0625591, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]","[3.05, 3.85, 2.9099998, 2.49, 2.74, 1.0, 2.76, 3.49, 2.77, 3.6299999, 2.58, 2.28, 3.36, 2.8899999, 4.14, 3.1499999, 2.85, 2.84]","[152.0, 188.0, 170.0, 161.0, 161.0, 1.0, 152.0, 170.0, 152.0, 170.0, 152.0, 143.0, 170.0, 161.0, 179.0, 161.0, 152.0, 152.0]" +2024-07-15-18:02:44,353b5dcfaf1a482db0a212a6bcac33e4,1721037764683,zhounan,静止,设备平放，单手操作,8929,11,7,"[58, 73, 76, 73, 72, 2, 2, 70, 58, 75, 61, 57, 92, 77, 61, 61, 59, 59]","[0, 319, 77, 251, 285, 254, 1114, 608, 208, 224, 190, 959, 225, 194, 129, 269, 373, 283]","[0, 289.9761298102805, 17.647422074059406, 230.48284546980938, 465.74299115977647, 158.80318421987002, 715.0666620626083, 320.26334093260664, 305.16106055348604, 302.66622544593304, 375.93876897619424, 671.9002031565822, 328.3737740882894, 247.46806541135763, 193.82069405344726, 249.3821431072852, 470.589237597897, 470.40685546446923]","[0.62986386, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 29.117996, 5.9153576, 0.0, 0.0, 5.450864, 0.0, 0.0, 0.0, 0.0]","[3.36, 4.02, 3.9299998, 3.12, 3.1999998, 1.0, 1.0, 2.7, 2.8899999, 3.82, 2.6699998, 3.55, 2.54, 2.77, 3.51, 2.6, 4.41, 2.78]","[179.0, 188.0, 188.0, 170.0, 170.0, 1.0, 1.0, 170.0, 170.0, 179.0, 152.0, 170.0, 152.0, 152.0, 170.0, 152.0, 188.0, 161.0]" +2024-07-15-18:03:11,57edc01fed864a18b095fe7d5cf41ea2,1721037789512,liuzixuan,静止,双手持机，双手操作,30740,11,9,"[49, 73, 67, 62, 37, 52, 49, 54, 52, 55, 45, 68, 47, 35, 54, 51, 56, 43, 56, 35]","[0, 44, 500, 603, 133, 862, 9, 636, 81, 780, 5, 8837, 194, 110, 619, 5, 665, 36, 25, 57]","[0, 955.8401654715647, 238.18207212139208, 632.6623903046839, 98.8439431503125, 600.4004703502455, 444.3678800731664, 179.52506788746803, 79.51420275975858, 210.62975810744308, 642.4842597295283, 1011.4273697108457, 271.56455799695203, 106.20698169178898, 712.500102035361, 777.9698346338372, 652.610089870054, 592.7734935539293, 771.5153616610684, 816.7022591136357]","[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 24.029991, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 25.6628, 0.0, 0.0]","[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]","[0.027450982, 0.043137256, 0.043137256, 0.027450982, 0.029411767, 0.04705883, 0.043137256, 0.04705883, 0.043137256, 0.043137256, 0.043137256, 0.043137256, 0.04705883, 0.04705883, 0.027450982, 0.043137256, 0.043137256, 0.029411767, 0.043137256, 0.043137256, 0.029411767, 0.029411767, 0.027450982, 0.027450982, 0.027450982, 0.025490198, 0.027450982, 0.027450982, 0.027450982, 0.025490198, 0.043137256, 0.043137256, 0.029411767, 0.027450982, 0.027450982, 0.027450982, 0.029411767, 0.043137256, 0.027450982, 0.027450982, 0.029411767, 0.043137256, 0.027450982, 0.027450982]" +2024-07-15-18:03:13,22c80ba89c1a4197a4c2585f0c5d67c2,1721037790539,liuzixuan,静止,双手持机，双手操作,31767,11,9,"[49, 73, 67, 62, 37, 52, 49, 54, 52, 55, 45, 68, 47, 35, 54, 51, 56, 43, 56, 35]","[0, 44, 500, 603, 133, 862, 9, 636, 81, 780, 5, 8837, 194, 110, 619, 5, 665, 36, 25, 57]","[0, 955.8401654715647, 238.18207212139208, 632.6623903046839, 98.8439431503125, 600.4004703502455, 444.3678800731664, 179.52506788746803, 79.51420275975858, 210.62975810744308, 642.4842597295283, 1011.4273697108457, 271.56455799695203, 106.20698169178898, 712.500102035361, 777.9698346338372, 652.610089870054, 592.7734935539293, 771.5153616610684, 816.7022591136357]","[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 24.029991, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 25.6628, 0.0, 0.0]","[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]","[0.027450982, 0.043137256, 0.043137256, 0.027450982, 0.029411767, 0.04705883, 0.043137256, 0.04705883, 0.043137256, 0.043137256, 0.043137256, 0.043137256, 0.04705883, 0.04705883, 0.027450982, 0.043137256, 0.043137256, 0.029411767, 0.043137256, 0.043137256, 0.029411767, 0.029411767, 0.027450982, 0.027450982, 0.027450982, 0.025490198, 0.027450982, 0.027450982, 0.027450982, 0.025490198, 0.043137256, 0.043137256, 0.029411767, 0.027450982, 0.027450982, 0.027450982, 0.029411767, 0.043137256, 0.027450982, 0.027450982, 0.029411767, 0.043137256, 0.027450982, 0.027450982]" +2024-07-15-18:03:32,31ce7cac245f42d9ab060d8e69a6b0c3,1721037811561,zhounan,行走,单手持机，单手操作,12872,11,7,"[57, 72, 61, 59, 55, 2, 57, 72, 90, 72, 91, 56, 60, 108, 77, 76, 60, 56]","[0, 619, 95, 350, 584, 255, 787, 1030, 232, 343, 194, 1789, 506, 211, 144, 322, 556, 542]","[0, 276.7096724572297, 13.42386022862278, 200.46882093140465, 441.2473527660517, 158.26767799661434, 670.6316933521857, 288.5550808173892, 290.4999834589496, 293.2814164890311, 375.2656936362722, 671.0533782670306, 338.6573238575307, 256.07046349284406, 182.9628492408893, 241.80529703347756, 465.47340926398584, 476.44426413992863]","[6.2368026, 0.0, 0.0, 0.0, 0.0, 0.0, 4.788623, 6.8687825, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0935922, 0.0, 11.217945, 0.0]","[7.6, 5.5099998, 5.21, 3.6899998, 3.7099998, 1.0, 5.5, 2.52, 2.6499999, 2.52, 2.73, 5.3399997, 5.2599998, 3.9199998, 3.9199998, 3.4499998, 7.0699997, 4.3199997]","[215.0, 188.0, 188.0, 188.0, 170.0, 1.0, 188.0, 170.0, 170.0, 197.0, 152.0, 188.0, 188.0, 179.0, 170.0, 170.0, 206.0, 170.0]" +2024-07-15-18:04:18,3340eb8971634d0ab3544c882e0288ad,1721037858183,zhounan,行走,双手持机，双手操作,8660,11,7,"[73, 72, 62, 74, 77, 2, 46, 71, 46, 74, 77, 58, 92, 91, 78, 89, 41, 59]","[0, 218, 114, 278, 62, 225, 123, 403, 64, 64, 47, 1275, 78, 147, 162, 257, 133, 18]","[0, 283.93975818425713, 8.131756661810554, 217.57627178744124, 426.25025779867866, 180.57550039194138, 678.2870256751341, 303.5254070013292, 291.6951595978626, 284.0415010505394, 345.10929185761665, 653.8302094757082, 313.7084679060162, 235.48182944431278, 146.03623607874994, 178.09305926235427, 442.4656810491069, 438.9704267783195]","[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.1185797, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]","[4.1, 5.08, 2.53, 3.03, 3.48, 1.0, 5.2799997, 5.4, 2.98, 5.13, 1.0, 1.8199999, 2.86, 3.1699998, 6.3999996, 3.35, 5.0099998, 2.6399999, 3.86, 5.7999997, 5.83, 3.1599998, 2.8999999]","[152.0, 197.0, 179.0, 179.0, 170.0, 1.0, 188.0, 188.0, 152.0, 188.0, 1.0, 152.0, 179.0, 179.0, 206.0, 170.0, 188.0, 170.0, 170.0, 206.0, 188.0, 161.0, 188.0]" +2024-07-15-18:05:00,9052136964544b408928774dabeacdd3,1721037894568,zhounan,行走,单手持机，另一只手操作,10257,11,7,"[57, 89, 78, 74, 90, 94, 88, 56, 91, 55, 75, 104, 89, 74, 74, 104, 60, 61]","[0, 384, 113, 305, 469, 336, 422, 511, 313, 426, 430, 1716, 384, 484, 272, 419, 64, 32]","[0, 290.24956246939354, 38.99742514415015, 270.3269557997012, 491.8126367529839, 119.62481232843173, 649.0348897722096, 295.9092142751723, 276.98957774472314, 260.22399716154644, 337.7863373596334, 666.5394449070463, 301.1844818035909, 208.67927589272117, 116.20701105342143, 210.41486179093909, 450.5768408211585, 457.97678076377474]","[0.0, 0.0, 2.843793, 0.0, 0.0, 0.0, 9.926795, 0.0, 7.388907, 0.0, 0.94398797, 0.46875, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]","[3.9399998, 5.73, 6.02, 3.1999998, 5.9, 8.19, 3.8, 2.9299998, 5.8599997, 3.25, 6.1299996, 4.08, 6.02, 7.08, 5.5099998, 2.76, 3.4399998, 4.12]","[152.0, 188.0, 197.0, 170.0, 188.0, 224.0, 170.0, 170.0, 188.0, 152.0, 197.0, 170.0, 197.0, 215.0, 188.0, 188.0, 152.0, 170.0]" +2024-07-15-18:05:08,9216d0d746c94db8a127648fb6588d7f,1721037896201,zhounan,行走,单手持机，另一只手操作,11890,11,7,"[57, 89, 78, 74, 90, 94, 88, 56, 91, 55, 75, 104, 89, 74, 74, 104, 60, 61, 77]","[0, 384, 113, 305, 469, 336, 422, 511, 313, 426, 430, 1716, 384, 484, 272, 419, 64, 32, 7052]","[0, 290.24956246939354, 38.99742514415015, 270.3269557997012, 491.8126367529839, 119.62481232843173, 649.0348897722096, 295.9092142751723, 276.98957774472314, 260.22399716154644, 337.7863373596334, 666.5394449070463, 301.1844818035909, 208.67927589272117, 116.20701105342143, 210.41486179093909, 450.5768408211585, 457.97678076377474, 380.458839268763]","[0.0, 0.0, 2.843793, 0.0, 0.0, 0.0, 9.926795, 0.0, 7.388907, 0.0, 0.94398797, 0.46875, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]","[3.9399998, 5.73, 6.02, 3.1999998, 5.9, 8.19, 3.8, 2.9299998, 5.8599997, 3.25, 6.1299996, 4.08, 6.02, 7.08, 5.5099998, 2.76, 3.4399998, 4.12, 3.6999998]","[152.0, 188.0, 197.0, 170.0, 188.0, 224.0, 170.0, 170.0, 188.0, 152.0, 197.0, 170.0, 197.0, 215.0, 188.0, 188.0, 152.0, 170.0, 170.0]" +2024-07-15-18:05:17,4d9fddfe684048ccbbe100bf40a51180,1721037915057,黎琦,静止,单手持机，单手操作,42097,11,4,"[30, 66, 103, 57, 88, 64, 67, 88, 64, 89, 56, 21, 88, 49, 64]","[0, 1528, 436, 738, 422, 487, 1016, 193, 645, 1000, 206, 3359, 162, 865, 1231]","[0, 862.1465870501095, 744.7564501366604, 728.3851884135207, 603.5002988568937, 590.4146400967036, 479.32375088251155, 236.94174085643922, 762.512285199419, 515.0554870691896, 116.14329580341705, 882.8830621323527, 269.4825389534541, 856.1802544817032, 891.0112665211827]","[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.745754, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]","[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]","[0.38709676, 0.12903225, 0.2580645, 0.38709676, 1.0, 1.0, 0.12903225, 0.2580645, 0.19354838, 0.12903225, 0.19354838, 0.12903225, 0.12903225, 0.2580645, 0.12903225, 0.19354838, 0.32258064, 0.12903225, 0.12903225, 0.19354838, 0.2580645, 0.2580645, 0.2580645, 0.19354838, 0.2580645, 0.19354838, 0.2580645, 1.0, 0.2580645, 0.38709676, 0.32258064]" +2024-07-15-18:05:20,44c3071c5d754df686c47ce236428bf6,1721037897803,zhounan,行走,单手持机，另一只手操作,13492,11,7,"[57, 89, 78, 74, 90, 94, 88, 56, 91, 55, 75, 104, 89, 74, 74, 104, 60, 61, 77]","[0, 384, 113, 305, 469, 336, 422, 511, 313, 426, 430, 1716, 384, 484, 272, 419, 64, 32, 7052]","[0, 290.24956246939354, 38.99742514415015, 270.3269557997012, 491.8126367529839, 119.62481232843173, 649.0348897722096, 295.9092142751723, 276.98957774472314, 260.22399716154644, 337.7863373596334, 666.5394449070463, 301.1844818035909, 208.67927589272117, 116.20701105342143, 210.41486179093909, 450.5768408211585, 457.97678076377474, 380.458839268763]","[0.0, 0.0, 2.843793, 0.0, 0.0, 0.0, 9.926795, 0.0, 7.388907, 0.0, 0.94398797, 0.46875, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]","[3.9399998, 5.73, 6.02, 3.1999998, 5.9, 8.19, 3.8, 2.9299998, 5.8599997, 3.25, 6.1299996, 4.08, 6.02, 7.08, 5.5099998, 2.76, 3.4399998, 4.12, 3.6999998]","[152.0, 188.0, 197.0, 170.0, 188.0, 224.0, 170.0, 170.0, 188.0, 152.0, 197.0, 170.0, 197.0, 215.0, 188.0, 188.0, 152.0, 170.0, 170.0]" +2024-07-15-18:05:25,1cb2bb8fbc194020bfca22b63516c8c1,1721037898278,zhounan,行走,单手持机，另一只手操作,13967,11,7,"[57, 89, 78, 74, 90, 94, 88, 56, 91, 55, 75, 104, 89, 74, 74, 104, 60, 61, 77]","[0, 384, 113, 305, 469, 336, 422, 511, 313, 426, 430, 1716, 384, 484, 272, 419, 64, 32, 7052]","[0, 290.24956246939354, 38.99742514415015, 270.3269557997012, 491.8126367529839, 119.62481232843173, 649.0348897722096, 295.9092142751723, 276.98957774472314, 260.22399716154644, 337.7863373596334, 666.5394449070463, 301.1844818035909, 208.67927589272117, 116.20701105342143, 210.41486179093909, 450.5768408211585, 457.97678076377474, 380.458839268763]","[0.0, 0.0, 2.843793, 0.0, 0.0, 0.0, 9.926795, 0.0, 7.388907, 0.0, 0.94398797, 0.46875, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]","[3.9399998, 5.73, 6.02, 3.1999998, 5.9, 8.19, 3.8, 2.9299998, 5.8599997, 3.25, 6.1299996, 4.08, 6.02, 7.08, 5.5099998, 2.76, 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column.append(round(float(row[header_name]), 4)) + return column + + +def plotCurves(csv_file_path, save_path, col_names, step=10): + # plt.clf() + plt.figure(figsize=(12, 8)) + fig, ax = plt.subplots() + for col_name in col_names: + y_data = read_csv_column(csv_file_path, col_name, step=step) + x_data = list(range(0, len(y_data))) + ax.plot(x_data, y_data, label=col_name) + plt.xlabel('Time') + plt.ylabel('Value') + plt.title('Raw Data') + ax.legend() + plt.savefig(save_path) + + +def process_all_csv_files(data_directory, output_directory, col_names, step=10): + for filename in os.listdir(data_directory): + if filename.endswith('.csv'): + csv_file_path = os.path.join(data_directory, filename) + save_path = os.path.join(output_directory, filename.split('.')[0] + '.png') + plotCurves(csv_file_path, save_path, col_names, step) + + +if __name__ == '__main__': + data_directory = r'D:\pycharmProjects\python_server\data' + output_directory = r'D:\pycharmProjects\python_server\raw_png' + col_names = ('accX', 'accY', 'accZ', 'gyroX', 'gyroY', 'gyroZ', 'magX', 'magY', 'magZ') + process_all_csv_files(data_directory, output_directory, col_names, step=1) + diff --git a/python_server/random.csv b/python_server/random.csv new file mode 100644 index 0000000..82033c5 --- /dev/null +++ b/python_server/random.csv @@ -0,0 +1,17 @@ +create_date,uuid,data_stamp,label,gesture,gesture_phone,input_duration,str_len,hold-time,inter-time,distance,distanceMove,pressures,touch_size +2024-07-09-11:02:30,03507ac2d10d40429bd5ff8110f9c7f0,1720494146558,zhoujuting,静止,单手持机，单手操作,17448,9,"[592, 528, 416, 312, 352, 376, 456, 400, 504]","[0, 584, 824, 888, 848, 800, 1112, 768, 1304]","[0, 169.2037002014878, 234.67120152344233, 688.7508615211758, 439.6431400779074, 156.44908301134276, 817.378256408161, 395.00763422082554, 417.07436569733517]","[68.96868, 85.258286, 63.230114, 42.941895, 46.896862, 69.949936, 71.14276, 80.63095, 69.12762]","[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]","[5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07]" +2024-07-10-15:59:59,f937f833b4a84a09953ff928a54fa693,1720598395566,zhoujuting,静止,单手持机，单手操作,18594,13,"[423, 343, 392, 415, 401, 441, 367, 497, 345, 433, 335, 312, 336]","[0, 489, 800, 641, 713, 798, 1416, 1024, 807, 743, 712, 745, 560]","[0, 41.93796261086245, 201.6165176201712, 837.3239823281369, 141.2009055640225, 731.0443063153043, 1022.393854185383, 633.0461820478025, 593.2996655529986, 444.4339936248127, 635.1021440141496, 658.6679462193756, 468.52698568123077]","[119.385895, 103.067024, 95.77875, 120.7448, 60.911312, 61.764393, 70.96662, 52.454765, 28.837368, 31.04004, 112.35814, 63.65737, 43.0708]","[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]","[5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07, 5.9604645e-07]" +2024-07-15-17:14:21,00a5c8c8361c49fa8c03dbac8063eb6a,1721034859414,yangxiaoyu,静止,单手持机，另一只手操作,17155,14,"[59, 76, 62, 45, 51, 44, 69, 60, 52, 66, 68, 35, 11, 29]","[0, 162, 898, 199, 1414, 417, 762, 762, 362, 724, 107, 927, 691, 323]","[0, 241.1356993897005, 504.85779447337427, 216.1794414840595, 359.667207290295, 215.99224708400996, 454.0654274449884, 574.7194118530191, 596.4230788542644, 408.0948142405635, 34.16687870145586, 528.8320234255865, 580.3420159526968, 537.0054404333722]","[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]","[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]","[0.2580645, 0.32258064, 0.38709676, 0.38709676, 0.32258064, 0.32258064, 0.2580645, 0.38709676, 0.38709676, 0.38709676, 0.38709676, 0.32258064, 0.2580645, 0.38709676]" +2024-07-15-17:53:22,032728b424c54403a053f8b62e0beedb,1721037201892,zhounan,静止,双手持机，双手操作,10750,12,"[72, 3, 77, 59, 77, 76, 90, 90, 90, 2, 75, 93]","[0, 357, 750, 902, 78, 1103, 449, 642, 147, 732, 839, 315]","[0, 139.30470862299256, 541.8287154483216, 460.79358007367074, 211.51702797883672, 278.33138896643845, 91.4840846280925, 316.16339640226, 154.48112168492466, 86.1936858163636, 527.470555788779, 134.23844137058083]","[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.91442966, 6.806898]","[4.29, 1.0, 3.1399999, 3.6799998, 6.71, 3.98, 5.8199997, 3.34, 2.25, 1.0, 3.87, 4.2]","[179.0, 1.0, 170.0, 170.0, 206.0, 179.0, 188.0, 170.0, 179.0, 1.0, 170.0, 170.0]" +2024-07-15-17:59:53,b063e1229b434b078f96b78804a2ee98,1721037593152,zhounan,静止,单手持机，单手操作,44158,11,"[73, 71, 73, 85, 87, 91, 57, 89, 2, 71, 73]","[0, 719, 549, 27447, 1597, 555, 1127, 910, 3779, 1138, 675]","[0, 429.89694469330743, 452.43871057649966, 382.87608962004924, 120.78061962805488, 385.2682709814033, 71.04909311745295, 269.16170554816006, 587.5288398104253, 639.7828007173612, 156.6691964429033]","[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]","[8.13, 3.6699998, 6.8999996, 4.17, 3.34, 6.2999997, 5.75, 5.94, 1.0, 4.58, 4.39]","[215.0, 179.0, 206.0, 179.0, 170.0, 188.0, 188.0, 197.0, 1.0, 170.0, 179.0]" +2024-07-15-18:00:56,8160f22467704f5aaf8cfc4b87149e4b,1721037655661,好,静止,单手持机，单手操作,29804,10,"[63, 78, 85, 53, 66, 79, 153, 27, 71, 90]","[0, 1419, 1783, 1126, 1201, 434, 443, 1050, 1128, 109]","[0, 467.9700845139569, 667.8922068717377, 769.4472041667316, 418.8006685763527, 159.4114174079134, 351.2406582387637, 734.4167754075338, 48.05205510693585, 730.468342914325]","[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]","[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]","[0.006666667, 0.006666667, 0.0044444446, 0.005925926, 0.005185185, 0.005925926, 0.005185185, 0.005185185, 0.005925926, 0.005925926, 0.005185185, 0.005925926, 0.005185185, 0.005185185]" +2024-07-15-18:01:49,97eadb27b48647f3aa76169f0fcfe22f,1721037709156,zhounan,静止,单手持机，另一只手操作,12643,11,"[116, 88, 107, 87, 87, 87, 40, 118, 41, 73, 61]","[0, 557, 834, 651, 927, 854, 1373, 765, 1240, 290, 405]","[0, 138.6071089770899, 371.9348541826377, 384.0876520827302, 350.64841472620753, 469.71471895931944, 305.22237310356195, 451.73582303217063, 495.54739363839104, 157.55581591212174, 231.25460134781522]","[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]","[3.3, 4.5899997, 4.58, 2.28, 2.87, 5.0699997, 2.6299999, 1.75, 3.06, 3.4499998, 5.5499997]","[170.0, 179.0, 188.0, 161.0, 152.0, 197.0, 143.0, 188.0, 170.0, 170.0, 197.0]" +2024-07-15-18:02:08,b17045d657244bf7a542b2d6cf492f81,1721037727678,hesiyuan,静止,双手持机，双手操作,21880,15,"[57, 60, 35, 3, 47, 3, 63, 38, 84, 83, 56, 79, 70, 68, 59]","[0, 868, 340, 874, 1656, 179, 2039, 794, 1311, 1379, 603, 870, 854, 678, 1216]","[0, 287.7187382698648, 116.42864567940315, 437.2906726670602, 747.4755697606442, 262.14841886728766, 1025.0703508010595, 555.3325199130652, 697.4863697589096, 455.7979440753462, 391.0648449390889, 195.95749773682468, 176.14476177045407, 240.08900771349036, 459.2102111992324]","[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]","[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]","[0.013480393, 0.014705883, 0.01127451, 0.012009805, 0.011029412, 0.0068627456, 0.008333334, 0.011519608, 0.012500001, 0.012500001, 0.010784314, 0.011029412, 0.013480393, 0.014215687, 0.009068628, 0.0058823535, 0.008088236]" +2024-07-15-18:02:23,c7631579f8fe401e898f6905ecfa8000,1721037743398,zhounan,静止,设备平放，双手操作,7715,10,"[46, 61, 29, 56, 41, 32, 40, 40, 41, 60]","[0, 60, 162, 902, 1010, 125, 926, 988, 450, 302]","[0, 293.2215349302906, 378.48740049053237, 106.35167729599993, 416.38547233575, 457.63448316280756, 679.1707354837239, 532.6009028574866, 200.78959182087698, 141.58791831817567]","[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]","[2.75, 3.6399999, 2.4199998, 1.9499999, 3.1899998, 2.1, 2.3899999, 3.1999998, 2.48, 3.1899998]","[161.0, 170.0, 143.0, 143.0, 170.0, 143.0, 143.0, 179.0, 143.0, 170.0]" +2024-07-15-18:02:57,c0611f5afcba4d57a97f1bd2274f9cd2,1721037777173,zhounan,静止,设备平放，单手操作,11743,12,"[57, 56, 42, 60, 70, 59, 74, 90, 72, 57, 77, 72]","[0, 2736, 341, 1276, 1030, 263, 891, 308, 776, 342, 379, 310]","[0, 148.8356502362589, 238.72779806373615, 367.2247321549163, 128.30705895368496, 76.45898024789241, 272.04443969317646, 374.66316121691546, 376.9801797627918, 197.29667144303272, 366.0834220214116, 273.36662786821086]","[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]","[3.6399999, 3.3899999, 2.58, 2.97, 2.3, 3.25, 2.27, 2.58, 2.2, 2.3999999, 3.11, 3.8]","[179.0, 170.0, 161.0, 170.0, 170.0, 170.0, 143.0, 161.0, 143.0, 152.0, 170.0, 179.0]" +2024-07-15-18:03:32,98a79034bbcf485f8b046d207e7e8391,1721037810701,liuzixuan,静止,双手持机，双手操作,17566,12,"[67, 67, 42, 59, 59, 36, 46, 67, 52, 75, 44, 38]","[0, 91, 1243, 1017, 77, 1636, 219, 2408, 438, 1322, 99, 307]","[0, 70.60715148283491, 309.56818286206345, 394.8811500692835, 161.16712841221687, 610.3106315312555, 409.881344391325, 584.048371284434, 496.7249262930134, 797.6650256845913, 829.151410998064, 913.6612931278638]","[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]","[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]","[0.04705883, 0.043137256, 0.043137256, 0.043137256, 0.04705883, 0.043137256, 0.043137256, 0.043137256, 0.043137256, 0.050980397, 0.027450982, 0.043137256, 0.025490198, 0.029411767]" +2024-07-15-18:03:50,2cc1dedc220c4e18a0d3c58bbd47414b,1721037830595,zhounan,行走,单手持机，单手操作,17290,15,"[74, 105, 72, 26, 56, 57, 87, 62, 88, 106, 89, 90, 56, 77, 61]","[0, 568, 1498, 419, 62, 501, 2426, 205, 1212, 115, 476, 831, 962, 405, 228]","[0, 126.81425219649766, 294.20538205823584, 246.8056468376249, 13.284241707165663, 195.09879842298983, 443.54025973199816, 90.98210712229353, 201.48734189363483, 131.03147083662765, 248.5432376989163, 378.8723259349779, 433.0383771311268, 410.38402267200365, 118.59356762175452]","[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]","[5.95, 2.4199998, 3.61, 2.55, 4.49, 2.22, 2.18, 2.59, 4.25, 5.8199997, 2.61, 3.34, 2.97, 4.14, 2.33, 4.41, 3.9599998, 6.45, 7.5099998]","[188.0, 170.0, 161.0, 152.0, 188.0, 143.0, 152.0, 152.0, 179.0, 197.0, 170.0, 170.0, 161.0, 179.0, 170.0, 179.0, 170.0, 206.0, 215.0]" +2024-07-15-18:04:28,4eb83cd9da6e4f3b8d74471916893db8,1721037868540,zhounan,行走,双手持机，双手操作,9630,14,"[72, 72, 59, 57, 89, 76, 74, 77, 58, 86, 59, 92, 2, 46]","[0, 803, 131, 326, 915, 542, 899, 62, 566, 989, 382, 246, 422, 75]","[0, 303.7595662170329, 449.13532194468996, 265.4840022303421, 315.640200041795, 405.71253509450815, 192.80026681816835, 555.4954774160545, 437.68875111024784, 376.34199975720225, 363.4686398450172, 141.39129491498733, 637.7226086275194, 664.9058095227554]","[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]","[3.1299999, 2.27, 3.3999999, 2.45, 2.6699998, 4.14, 5.41, 3.05, 4.61, 3.32, 3.8, 3.74, 1.0, 3.8899999]","[188.0, 170.0, 170.0, 170.0, 152.0, 179.0, 188.0, 161.0, 170.0, 197.0, 170.0, 170.0, 1.0, 170.0]" +2024-07-15-18:05:46,db468c3564554c4ab6581ca0ba4beb37,1721037944804,黎琦,静止,单手持机，单手操作,27883,11,"[89, 88, 37, 54, 48, 81, 73, 118, 73, 21, 65]","[0, 2401, 1146, 2365, 1946, 1056, 1831, 1250, 1571, 1655, 1502]","[0, 672.0099687063579, 734.7762569381783, 826.4149363608574, 571.3672298972004, 171.6063628193316, 842.8614642994422, 961.7079522573285, 1014.4988559109488, 201.24831427915137, 943.9065190367318]","[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]","[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]","[0.12903225, 0.2580645, 0.2580645, 0.32258064, 0.12903225, 0.12903225, 0.2580645, 0.12903225, 0.38709676, 0.12903225, 0.2580645, 1.0, 0.19354838, 1.0, 0.19354838]" +2024-07-15-18:07:22,48bb1c2395fa4d10923d72bfc858622d,1721038038722,petermi,静止,设备平放，单手操作,27912,14,"[54, 81, 61, 75, 85, 76, 74, 76, 79, 81, 67, 54, 62, 82]","[0, 1310, 1185, 222, 3827, 394, 624, 458, 5128, 2957, 1461, 1365, 651, 596]","[0, 529.7027468307107, 662.9449449237848, 145.15164484083533, 465.7520799738848, 95.13148795220224, 505.8735019745549, 212.8097742116184, 330.1938824387878, 961.1878068306943, 561.2878049628372, 357.77087639996637, 307.04071391266666, 416.39524492962215]","[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]","[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]","[0.2580645, 0.22580644, 0.32258064, 0.22580644, 0.19354838, 0.19354838, 0.19354838, 0.2580645, 0.16129032, 0.32258064, 0.19354838, 0.19354838, 0.16129032, 0.16129032]" +2024-07-15-18:35:04,28e8cde941664a5cbcd45e50dda49fdc,1721039701657,黎琦,静止,双手持机，双手操作,19674,9,"[66, 73, 51, 43, 65, 21, 70, 64, 41]","[0, 133, 907, 816, 1096, 440, 707, 1161, 928]","[0, 489.6846283076488, 403.9078527090554, 655.7247928211652, 488.0730839536636, 867.3367281511835, 646.1291572127045, 820.1574277662548, 869.6310987540406]","[0.0, 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b/python_server/raw_png/f937f833b4a84a09953ff928a54fa693.png new file mode 100644 index 0000000..5a86698 Binary files /dev/null and b/python_server/raw_png/f937f833b4a84a09953ff928a54fa693.png differ diff --git a/python_server/sensor_data.csv b/python_server/sensor_data.csv deleted file mode 100644 index 1f228a3..0000000 --- a/python_server/sensor_data.csv +++ /dev/null @@ -1,2 +0,0 @@ -timestamp,sensor_type,x,y,z,data -1718865767114,accelerometer,0.5,0.5,9.8,"[1, 2, 3]" diff --git a/python_server/server.py b/python_server/server.py index 1c0b3e0..01e1147 100644 --- a/python_server/server.py +++ b/python_server/server.py @@ -5,7 +5,15 @@ from flask import Flask, request, jsonify from util import * app = Flask(__name__) -sensor_csv_file = r'D:\pycharmProjects\python_server\data' +# sensor_csv_file = '/root/python_server/data' + +sensor_csv_file = '/home/yxy/python_server/data' +random_csv_file = 'random.csv' + + +# sensor_csv_file = r'D:\pycharmProjects\python_server\data' +# random_csv_file = r'D:\pycharmProjects\python_server\data\random.csv' + # sensor_csv_file = r'D:\pycharmProjects\python\data' login_csv_path = 'login.csv' @@ -19,23 +27,23 @@ def api(): return jsonify({'error': 'Invalid JSON data'}), 400 l_uuid = ''.join(str(uuid.uuid4()).split('-')) # 打印接收到的数据 - print("uuid:", data['uuid']) - print("gesture:", data['gesture']) - print("gesture_phone:", data['gesture_phone']) - print("input_duration:", data['input_duration']) - print("accelerometer_data:", data['accelerometer_data']) - print("accelerometer_time:", data['accelerometer_time']) - print("gyroscope_data:", data['gyroscope_data']) - print("gyroscope_time:", data['gyroscope_time']) - print("magnetometer_data:", data['magnetometer_data']) - print("magnetometer_time:", data['magnetometer_time']) - print("gapList:", data['gapList']) - print("offsetList:", data['offsetList']) - print("username_len:", data['username_len']) - print("pswd_len:", data['pswd_len']) - print("data_stamp:", data['data_stamp']) - print("pressures:", data['pressures']) - print("touch_size:", data['touch_size']) + # print("uuid:", data['uuid']) + # print("gesture:", data['gesture']) + # print("gesture_phone:", data['gesture_phone']) + # print("input_duration:", data['input_duration']) + # print("accelerometer_data:", data['accelerometer_data']) + # print("accelerometer_time:", data['accelerometer_time']) + # print("gyroscope_data:", data['gyroscope_data']) + # print("gyroscope_time:", data['gyroscope_time']) + # print("magnetometer_data:", data['magnetometer_data']) + # print("magnetometer_time:", data['magnetometer_time']) + # print("gapList:", data['gapList']) + # print("offsetList:", data['offsetList']) + # print("username_len:", data['username_len']) + # print("pswd_len:", data['pswd_len']) + # print("data_stamp:", data['data_stamp']) + # print("pressures:", data['pressures']) + # print("touch_size:", data['touch_size']) save_login_action(l_uuid, data, login_csv_path) save_sensor(sensor_csv_file, l_uuid, data) # 响应客户端 @@ -48,5 +56,45 @@ def api(): print(f"Error: {e}") return jsonify({'error': str(e)}), 500 + +@app.route('/random', methods=['POST']) +def getRandomData(): + try: + # 解析JSON数据 + + data = request.get_json() + if data is None: + return jsonify({'error': 'Invalid JSON data'}), 400 + l_uuid = ''.join(str(uuid.uuid4()).split('-')) + # 打印接收到的数据 + # print("uuid:", data['uuid']) + # print("gesture:", data['gesture']) + # print("gesture_phone:", data['gesture_phone']) + # print("input_duration:", data['input_duration']) + # print("accelerometer_data:", data['accelerometer_data']) + # print("accelerometer_time:", data['accelerometer_time']) + # print("gyroscope_data:", data['gyroscope_data']) + # print("gyroscope_time:", data['gyroscope_time']) + # print("magnetometer_data:", data['magnetometer_data']) + # print("magnetometer_time:", data['magnetometer_time']) + # print("gapList:", data['gapList']) + # print("offsetList:", data['offsetList']) + # print("username_len:", data['username_len']) + # print("pswd_len:", data['pswd_len']) + # print("data_stamp:", data['data_stamp']) + # print("pressures:", data['pressures']) + # print("touch_size:", data['touch_size']) + save_random_action(l_uuid, data, random_csv_file) + save_sensor(sensor_csv_file, l_uuid, data) + # 响应客户端 + response = { + 'status': 'success', + 'received_data': data + } + return jsonify(response), 200 + except Exception as e: + print(f"Error: {e}") + return jsonify({'error': str(e)}), 500 + if __name__ == '__main__': app.run(debug=True, host='0.0.0.0', port=5000) diff --git a/python_server/test.py b/python_server/test.py new file mode 100644 index 0000000..7137729 --- /dev/null +++ b/python_server/test.py @@ -0,0 +1,49 @@ +import numpy as np +import matplotlib.pyplot as plt +import pywt + +# 生成示例信号：正弦波信号加上高斯白噪声 +np.random.seed(0) +t = np.linspace(0, 1, 1000, endpoint=False) # 时间序列，长度为1000 +signal = np.sin(2 * np.pi * 20 * t) # 20 Hz 的正弦波信号 +noise = np.random.normal(0, 0.5, len(t)) # 高斯白噪声 +signal_noisy = signal + noise # 加噪声后的信号 + +# 进行小波变换 +wavelet = 'db4' # 选择小波基函数 +levels = 5 # 分解的层数 +coeffs = pywt.wavedec(signal_noisy, wavelet, level=levels) + +# 对小波系数进行软阈值处理 +threshold = 0.5 # 阈值 +coeffs_thresh = [pywt.threshold(c, threshold, mode='soft') for c in coeffs] + +# 重构信号 +signal_denoised = pywt.waverec(coeffs_thresh, wavelet) + +# 绘制结果 +plt.figure(figsize=(10, 6)) + +plt.subplot(3, 1, 1) +plt.plot(t, signal, 'b', label='Original Signal') +plt.title('Original Signal') +plt.xlabel('Time') +plt.ylabel('Amplitude') +plt.legend() + +plt.subplot(3, 1, 2) +plt.plot(t, signal_noisy, 'g', label='Noisy Signal') +plt.title('Noisy Signal') +plt.xlabel('Time') +plt.ylabel('Amplitude') +plt.legend() + +plt.subplot(3, 1, 3) +plt.plot(t, signal_denoised, 'r', label='Denoised Signal') +plt.title('Denoised Signal') +plt.xlabel('Time') +plt.ylabel('Amplitude') +plt.legend() + +plt.tight_layout() +plt.show() diff --git a/python_server/util.py b/python_server/util.py index 1695ff4..dc0ca0c 100644 --- a/python_server/util.py +++ b/python_server/util.py @@ -14,6 +14,7 @@ def save_login_action(uuid, data, csv_path): distance = get_distance(offset) pressures = get_pressures(data['pressures']) touch_size = get_touch_size(data['touch_size']) + distanceMove = get_distanceMove(data['distanceMoveList']) create_data = time.strftime("%Y-%m-%d-%H:%M:%S", time.localtime(int(time.time()))) try: @@ -22,7 +23,7 @@ def save_login_action(uuid, data, csv_path): row = [create_data, uuid, data['data_stamp'], data['uuid'], data['gesture'], data['gesture_phone'], data['input_duration'], data['username_len'], data['pswd_len'], \ - hold_time, inter_time, distance, pressures, touch_size] # data['is_ios']] + hold_time, inter_time, distance, distanceMove, pressures, touch_size] # data['is_ios']] writer.writerow(row) csv_file.close() return True @@ -35,8 +36,9 @@ def create_login_csv(base_path): print(f'{base_path} 不存在，创建该文件。') csv_file = open(base_path, 'w', newline='', encoding='utf-8') writer = csv.writer(csv_file) - titles = ['create_date', 'uuid', 'data_stamp', 'label', 'gesture', 'gesture_phone', 'input_duration', 'usrn_len', 'pswd_len', \ - 'hold-time', 'inter-time', 'distance', 'pressures', 'touch_size'] # 'total_time' + titles = ['create_date', 'uuid', 'data_stamp', 'label', 'gesture', 'gesture_phone', 'input_duration', + 'usrn_len', 'pswd_len', \ + 'hold-time', 'inter-time', 'distance', 'distanceMove', 'pressures', 'touch_size'] # 'total_time' writer.writerow(titles) csv_file.close() @@ -51,6 +53,11 @@ def get_touch_size(touch_size): return str(touch_size) +def get_distanceMove(distanceMoveList): + distanceMove = [d for d in distanceMoveList if d is not None] + return str(distanceMove) + + def get_hold_inter(gap): hold_time = [] inter_time = [0] @@ -84,6 +91,7 @@ def get_distance(offset): return str(distance) + def save_sensor(base_path, login_action_uuid, data): # try: is_ios = data['is_ios'] @@ -113,7 +121,8 @@ def save_sensor(base_path, login_action_uuid, data): if i % 3 == 0: writer.writerow(row) else: - ac, gy, mag = getSimultaneousData(data['accelerometer_data'], data['accelerometer_time'], data['gyroscope_data'], + ac, gy, mag = getSimultaneousData(data['accelerometer_data'], data['accelerometer_time'], + data['gyroscope_data'], data['gyroscope_time'], data['magnetometer_data'], data['magnetometer_time']) # print("--------------------------------") # print(mag) @@ -135,6 +144,43 @@ def save_sensor(base_path, login_action_uuid, data): return True +def save_random_action(uuid, data, csv_path): + create_random_csv(csv_path) + + gap = data['gapList'] + offset = data['offsetList'] + + hold_time, inter_time = get_hold_inter(gap) + distance = get_distance(offset) + pressures = get_pressures(data['pressures']) + touch_size = get_touch_size(data['touch_size']) + distanceMove = get_distanceMove(data['distanceMoveList']) + create_data = time.strftime("%Y-%m-%d-%H:%M:%S", time.localtime(int(time.time()))) + + try: + csv_file = open(csv_path, 'a', newline='', encoding='utf-8') + writer = csv.writer(csv_file) + row = [create_data, uuid, data['data_stamp'], data['uuid'], data['gesture'], data['gesture_phone'], + data['input_duration'], + data['str_len'], hold_time, inter_time, distance, distanceMove, pressures, touch_size] + writer.writerow(row) + csv_file.close() + return True + except BaseException: + return False + + +def create_random_csv(base_path): + if not os.path.exists(base_path): + print(f'{base_path} 不存在，创建该文件。') + csv_file = open(base_path, 'w', newline='', encoding='utf-8') + writer = csv.writer(csv_file) + titles = ['create_date', 'uuid', 'data_stamp', 'label', 'gesture', 'gesture_phone', 'input_duration', 'str_len', + 'hold-time', 'inter-time', 'distance', 'distanceMove', 'pressures', 'touch_size'] + writer.writerow(titles) + csv_file.close() + + def getSimultaneousData(accel, accelTime, gyro, gyroTime, magnet, magnetTime): ac, gy, mag = [], [], [] map_ac, map_gy, map_mag = getMapXX(accel, accelTime), getMapXX(gyro, gyroTime), getMapXX(magnet, magnetTime) diff --git a/python_server/wavelet_denoisy.py b/python_server/wavelet_denoisy.py new file mode 100644 index 0000000..9dcc6e5 --- /dev/null +++ b/python_server/wavelet_denoisy.py @@ -0,0 +1,66 @@ +import os +import pandas as pd +import numpy as np +import pywt +import matplotlib.pyplot as plt + + +# 读取 CSV 文件，提取多列数据 +def read_csv_columns(csv_file_path, header_names): + df = pd.read_csv(csv_file_path) + return df[header_names].values + + +# 小波变换降噪函数 +def denoise_wavelet(data, wavelet='db4', level=4): + coeffs = pywt.wavedec(data, wavelet, level=level) + threshold = np.std(coeffs[-1]) * np.sqrt(2 * np.log(len(data))) + coeffs_thresh = [pywt.threshold(c, threshold, mode='soft') for c in coeffs] + return pywt.waverec(coeffs_thresh, wavelet) + + +# 保存处理后的数据到新的 CSV 文件 +def save_to_csv(data, header_names, output_file): + df = pd.DataFrame(data, columns=header_names) + df.to_csv(output_file, index=False) + + +# 绘制对比图表并保存 +def plot_comparison_and_save(original_data, denoised_data, header_names, save_path): + plt.figure(figsize=(12, 8)) + for i, col_name in enumerate(header_names): + plt.plot(original_data[:, i], label='Original ' + col_name) + plt.plot(denoised_data[:, i], label='Denoised ' + col_name, linestyle='--', linewidth=2) + plt.title('Wavelet Denoising Comparison') + plt.xlabel('Time') + plt.ylabel('Value') + plt.legend(loc='lower left') + plt.tight_layout() + plt.savefig(save_path) # 保存图表为文件 + + +def processALL_Wavalet(csv_file_directory, output_file_directory, output_png_direcotry, columns_to_process): + for filename in os.listdir(csv_file_directory): + if filename.endswith('.csv'): + csv_file_path = os.path.join(csv_file_directory, filename) + save_path = os.path.join(output_file_directory, filename.split('.')[0] + '_wavelet_denoised.csv') + output_plot_file = os.path.join(output_png_direcotry, filename.split('.')[0] + '_wavelet_denoised.png') + data = read_csv_columns(csv_file_path, columns_to_process) + denoised_data = [] + for col in data.T: # 转置以便对每列进行处理 + denoised_col = denoise_wavelet(col) + denoised_data.append(denoised_col) + save_to_csv(np.array(denoised_data).T, columns_to_process, save_path) + plot_comparison_and_save(data, np.array(denoised_data).T, columns_to_process, output_plot_file) + + +if __name__ == "__main__": + input_csv_directory = r'D:\pycharmProjects\python_server\data' + output_csv_directory = r'D:\pycharmProjects\python_server\Wavelet_DenoisedData' + output_plot_directory = r'D:\pycharmProjects\python_server\Wavelet_DenoisedPng' + + # 要处理的列名列表 + columns_to_process = ['accX', 'accY', 'accZ', 'gyroX', 'gyroY', 'gyroZ', 'magX', 'magY', 'magZ'] + processALL_Wavalet(input_csv_directory, output_csv_directory, output_plot_directory, columns_to_process) + + diff --git a/shengwutanzhen/.idea/.gitignore b/shengwutanzhen/.idea/.gitignore new file mode 100644 index 0000000..26d3352 --- /dev/null +++ b/shengwutanzhen/.idea/.gitignore @@ -0,0 +1,3 @@ +# Default ignored files +/shelf/ +/workspace.xml diff --git a/shengwutanzhen/.idea/compiler.xml b/shengwutanzhen/.idea/compiler.xml new file mode 100644 index 0000000..b589d56 --- /dev/null +++ b/shengwutanzhen/.idea/compiler.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/shengwutanzhen/.idea/easycode.ignore b/shengwutanzhen/.idea/easycode.ignore new file mode 100644 index 0000000..be585df --- /dev/null +++ b/shengwutanzhen/.idea/easycode.ignore @@ -0,0 +1,13 @@ +node_modules/ +dist/ +vendor/ +cache/ +.*/ +*.min.* +*.test.* +*.spec.* +*.bundle.* +*.bundle-min.* +*.*.js +*.*.ts +*.log diff --git a/shengwutanzhen/.idea/gradle.xml b/shengwutanzhen/.idea/gradle.xml new file mode 100644 index 0000000..ae388c2 --- /dev/null +++ b/shengwutanzhen/.idea/gradle.xml @@ -0,0 +1,20 @@ + + + + + + + \ No newline at end of file diff --git a/shengwutanzhen/.idea/misc.xml b/shengwutanzhen/.idea/misc.xml new file mode 100644 index 0000000..8978d23 --- /dev/null +++ b/shengwutanzhen/.idea/misc.xml @@ -0,0 +1,9 @@ + + + + + + + + \ No newline at end of file diff --git a/shengwutanzhen/app/release/app-release.apk b/shengwutanzhen/app/release/app-release.apk new file mode 100644 index 0000000..4b1d21f Binary files /dev/null and b/shengwutanzhen/app/release/app-release.apk differ diff --git a/shengwutanzhen/app/release/output-metadata.json b/shengwutanzhen/app/release/output-metadata.json new file mode 100644 index 0000000..7eb1de0 --- /dev/null +++ b/shengwutanzhen/app/release/output-metadata.json @@ -0,0 +1,20 @@ +{ + "version": 3, + "artifactType": { + "type": "APK", + "kind": "Directory" + }, + "applicationId": "com.example.shengwutanzhen", + "variantName": "release", + "elements": [ + { + "type": "SINGLE", + "filters": [], + "attributes": [], + "versionCode": 1, + "versionName": "1.0", + "outputFile": "app-release.apk" + } + ], + "elementType": "File" +} \ No newline at end of file diff --git a/shengwutanzhen/app/src/androidTest/java/com/example/shengwutanzhen/ExampleInstrumentedTest.java b/shengwutanzhen/app/src/androidTest/java/com/example/shengwutanzhen/ExampleInstrumentedTest.java new file mode 100644 index 0000000..941f5cb --- /dev/null +++ b/shengwutanzhen/app/src/androidTest/java/com/example/shengwutanzhen/ExampleInstrumentedTest.java @@ -0,0 +1,26 @@ +package com.example.shengwutanzhen; + +import android.content.Context; + +import androidx.test.platform.app.InstrumentationRegistry; +import androidx.test.ext.junit.runners.AndroidJUnit4; + +import org.junit.Test; +import org.junit.runner.RunWith; + +import static org.junit.Assert.*; + +/** + * Instrumented test, which will execute on an Android device. + * + * @see Testing documentation + */ +@RunWith(AndroidJUnit4.class) +public class ExampleInstrumentedTest { + @Test + public void useAppContext() { + // Context of the app under test. + Context appContext = InstrumentationRegistry.getInstrumentation().getTargetContext(); + assertEquals("com.example.shengwutanzhen", appContext.getPackageName()); + } +} \ No newline at end of file diff --git a/shengwutanzhen/app/src/main/AndroidManifest.xml b/shengwutanzhen/app/src/main/AndroidManifest.xml new file mode 100644 index 0000000..bd6241a --- /dev/null +++ b/shengwutanzhen/app/src/main/AndroidManifest.xml @@ -0,0 +1,46 @@ + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/ConfirmActivity.java b/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/ConfirmActivity.java new file mode 100644 index 0000000..85e8834 --- /dev/null +++ b/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/ConfirmActivity.java @@ -0,0 +1,66 @@ +package com.example.shengwutanzhen; + +import android.content.Intent; +import android.os.Bundle; +import android.widget.Button; +import android.widget.TextView; + +import androidx.appcompat.app.AppCompatActivity; + +public class ConfirmActivity extends AppCompatActivity { + + private String uuid, gesture, gesture_phone; + private TextView show_uuid_confirm, show_gesture_confirm, show_gesture_phone_confirm; + + private Button btn_cancel, btn_confirm; + + @Override + protected void onCreate(Bundle savedInstanceState) { + super.onCreate(savedInstanceState); + setContentView(R.layout.activity_confirm); + initView(); + Bundle bundle = getIntent().getExtras(); + assert bundle != null; + uuid = bundle.getString("uuid"); + gesture = bundle.getString("gesture"); + gesture_phone = bundle.getString("gesture_phone"); + + show_uuid_confirm.setText(uuid); + show_uuid_confirm.setTextSize(25); + show_uuid_confirm.setTextColor(getResources().getColor(R.color.text_color)); + + show_gesture_confirm.setText(gesture); + show_gesture_confirm.setTextSize(25); + show_gesture_confirm.setTextColor(getResources().getColor(R.color.text_color)); + + show_gesture_phone_confirm.setText(gesture_phone); + show_gesture_phone_confirm.setTextSize(25); + show_gesture_phone_confirm.setTextColor(getResources().getColor(R.color.text_color)); + + setListener(); + + } + + private void initView(){ + show_uuid_confirm = findViewById(R.id.show_uuid_confirm); + show_gesture_confirm = findViewById(R.id.show_gesture_confirm); + show_gesture_phone_confirm = findViewById(R.id.show_gesture_phone_confirm); + btn_cancel = findViewById(R.id.btn_cancel); + btn_confirm = findViewById(R.id.btn_confirm); + } + + private void setListener() { + btn_cancel.setOnClickListener(view -> { + onBackPressed(); + }); + btn_confirm.setOnClickListener(view -> { + Bundle bundle = new Bundle(); + bundle.putString("gesture", gesture); + bundle.putString("uuid",uuid); + bundle.putString("gesture_phone", gesture_phone); + Intent intent = new Intent(ConfirmActivity.this, MainActivity.class); + intent.putExtras(bundle); + startActivity(intent); + }); + } +} \ No newline at end of file diff --git a/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/HttpClient.java b/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/HttpClient.java new file mode 100644 index 0000000..b167439 --- /dev/null +++ b/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/HttpClient.java @@ -0,0 +1,47 @@ +package com.example.shengwutanzhen; + +import com.google.gson.Gson; + +import java.io.OutputStream; +import java.net.HttpURLConnection; +import java.net.URL; +import java.nio.charset.StandardCharsets; +import java.util.Map; + +public class HttpClient { + private static HttpClient instance; + private final Gson gson; + + private HttpClient() { + gson = new Gson(); + } + + public static synchronized HttpClient getInstance() { + if (instance == null) { + instance = new HttpClient(); + } + return instance; + } + + public String sendPostRequest(String urlString, Map data) throws Exception { + String jsonData = gson.toJson(data); + URL url = new URL(urlString); + HttpURLConnection conn = (HttpURLConnection) url.openConnection(); + conn.setRequestMethod("POST"); + conn.setRequestProperty("Content-Type", "application/json; utf-8"); + conn.setRequestProperty("Accept", "application/json"); + conn.setDoOutput(true); + + try (OutputStream os = conn.getOutputStream()) { + byte[] input = jsonData.getBytes(StandardCharsets.UTF_8); + os.write(input, 0, input.length); + } + + int responseCode = conn.getResponseCode(); + if (responseCode == HttpURLConnection.HTTP_OK) { + return "数据发送成功"; + } else { + throw new RuntimeException("Failed : HTTP error code : " + responseCode); + } + } +} diff --git a/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/IEditText.java b/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/IEditText.java new file mode 100644 index 0000000..fb4d94c --- /dev/null +++ b/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/IEditText.java @@ -0,0 +1,49 @@ +package com.example.shengwutanzhen; + +import android.content.Context; +import android.text.InputType; +import android.util.AttributeSet; +import android.view.MotionEvent; + +import androidx.annotation.NonNull; +import androidx.annotation.Nullable; +import androidx.appcompat.widget.AppCompatEditText; + +public class IEditText extends AppCompatEditText { + private IKeyboardView mIKeyboardView; + public IEditText(@NonNull Context context) { + super(context); + init(); + } + + public IEditText(@NonNull Context context, @Nullable AttributeSet attrs) { + super(context, attrs); + init(); + } + + public IEditText(@NonNull Context context, @Nullable AttributeSet attrs, int defStyleAttr) { + super(context, attrs, defStyleAttr); + init(); + } + + private void init() { + setInputType(InputType.TYPE_NULL); + } + + //绑定键盘 + public void setmIKeyboardView(IKeyboardView mIKeyboardView) { + this.mIKeyboardView = mIKeyboardView; + } + + @Override + public boolean onTouchEvent(MotionEvent event) { + //按下时绑定当前的EditText + if (event.getAction() == MotionEvent.ACTION_DOWN){ + if (mIKeyboardView!=null){ + mIKeyboardView.setEditText(this); + } + } + return super.onTouchEvent(event); + } + +} diff --git a/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/IKeyboardView.java b/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/IKeyboardView.java new file mode 100644 index 0000000..6458244 --- /dev/null +++ b/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/IKeyboardView.java @@ -0,0 +1,224 @@ +package com.example.shengwutanzhen; + +import android.content.Context; +import android.inputmethodservice.Keyboard; +import android.inputmethodservice.KeyboardView; +import android.text.Editable; +import android.util.AttributeSet; +import android.widget.EditText; + +import java.util.ArrayList; +import java.util.List; + +public class IKeyboardView extends KeyboardView implements KeyboardView.OnKeyboardActionListener { + /** + * 数字键盘 + */ + private Keyboard keyboardNumber; + /** + * 字母键盘 + */ + private Keyboard keyboardLetter; + + /** + * 全键盘 + */ + private Keyboard keyboardFull; + + //绑定的输入框 + private EditText mEditText; + + /** + * 是否发生键盘切换 + */ + private boolean changeLetter = false; + + /** + * 是否为大写 + */ + private boolean isCapital = false; + + private List noLists = new ArrayList<>(); + + private int[] arrays = new int[]{Keyboard.KEYCODE_SHIFT, Keyboard.KEYCODE_MODE_CHANGE, + Keyboard.KEYCODE_CANCEL, Keyboard.KEYCODE_DONE, Keyboard.KEYCODE_DELETE, + Keyboard.KEYCODE_ALT, 32}; + + public IKeyboardView(Context context, AttributeSet attrs) { + super(context, attrs); + init(); + } + + public IKeyboardView(Context context, AttributeSet attrs, int defStyleAttr) { + super(context, attrs, defStyleAttr); + init(); + } + + public IKeyboardView(Context context, AttributeSet attrs, int defStyleAttr, int defStyleRes) { + super(context, attrs, defStyleAttr, defStyleRes); + init(); + } + + private void init() { + keyboardNumber = new Keyboard(getContext(), R.xml.keyboard_num); + keyboardLetter = new Keyboard(getContext(), R.xml.keyboard_letter); + keyboardFull = new Keyboard(getContext(), R.xml.keyboard_full); + //设置一些不需要预览的键位 + for (int i = 0; i < arrays.length; i++) { + noLists.add(arrays[i]); + } + //默认使用数字键盘 + setKeyboard(keyboardFull); + //是否启用预览 + setPreviewEnabled(true); + //键盘动作监听 + setOnKeyboardActionListener(this); + } + + public void setEditText(EditText editText){ + this.mEditText = editText; + } + + + /** + * 判断是否需要预览Key + * + * @param primaryCode keyCode + */ + private void canShowPreview(int primaryCode) { + if (noLists.contains(primaryCode)) { + setPreviewEnabled(false); + } else { + setPreviewEnabled(true); + } + } + + @Override + public void onPress(int primaryCode) { + canShowPreview(primaryCode); + } + + @Override + public void onRelease(int primaryCode) { + } + + + + @Override + public void onKey(int primaryCode, int[] keyCodes) { + + Editable editable = mEditText.getText(); + int start = mEditText.getSelectionStart(); + switch (primaryCode) { + case Keyboard.KEYCODE_DELETE://删除 + if (editable != null && editable.length() > 0 && start > 0) { + editable.delete(start - 1, start); + } + break; + case Keyboard.KEYCODE_MODE_CHANGE://字母键盘与数字键盘切换 + changeKeyBoard(!changeLetter); + break; + case Keyboard.KEYCODE_DONE://完成 + changeKeyBoard(!changeLetter); + break; + case Keyboard.KEYCODE_SHIFT://大小写切换 + changeCapitalFull(!isCapital); + setKeyboard(keyboardFull); + break; + default: + editable.insert(start, Character.toString((char) primaryCode)); + break; + } + } + + @Override + public void onText(CharSequence text) { + + } + + @Override + public void swipeLeft() { + + } + + @Override + public void swipeRight() { + + } + + @Override + public void swipeDown() { + + } + + @Override + public void swipeUp() { + + } + /** + * 切换键盘类型 + */ + private void changeKeyBoard(boolean b) { + changeLetter = b; + if (b) { + setKeyboard(keyboardLetter); + } else { + setKeyboard(keyboardNumber); + } + } + + /** + * 切换键盘大小写 + */ + private void changeCapital(boolean b) { + isCapital = b; + List lists = keyboardLetter.getKeys(); + for (Keyboard.Key key : lists) { + if (key.label != null && isKey(key.label.toString())) { + if (isCapital) { + key.label = key.label.toString().toUpperCase(); + key.codes[0] = key.codes[0] - 32; + } else { + key.label = key.label.toString().toLowerCase(); + key.codes[0] = key.codes[0] + 32; + } + } else if (key.label != null && key.label.toString().equals("小写")) { + key.label = "大写"; + } else if (key.label != null && key.label.toString().equals("大写")) { + key.label = "小写"; + } + } + } + + private void changeCapitalFull(boolean b) { + isCapital = b; + List lists = keyboardFull.getKeys(); + for (Keyboard.Key key : lists) { + if (key.label != null && isKey(key.label.toString())) { + if (isCapital) { + key.label = key.label.toString().toUpperCase(); + key.codes[0] = key.codes[0] - 32; + } else { + key.label = key.label.toString().toLowerCase(); + key.codes[0] = key.codes[0] + 32; + } + } else if (key.label != null && key.label.toString().equals("小写")) { + key.label = "大写"; + } else if (key.label != null && key.label.toString().equals("大写")) { + key.label = "小写"; + } + } + } + + /** + * 判断此key是否正确，且存在 * * @param key * @return + */ + private boolean isKey(String key) { + String lowercase = "abcdefghijklmnopqrstuvwxyz"; + if (lowercase.indexOf(key.toLowerCase()) > -1) { + return true; + } + return false; + } + +} diff --git a/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/MainActivity.java b/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/MainActivity.java new file mode 100644 index 0000000..4f03406 --- /dev/null +++ b/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/MainActivity.java @@ -0,0 +1,315 @@ +package com.example.shengwutanzhen; + +import android.content.Context; +import android.content.Intent; +import android.hardware.Sensor; +import android.hardware.SensorEvent; +import android.hardware.SensorEventListener; +import android.hardware.SensorManager; +import android.os.AsyncTask; +import android.os.Bundle; +import android.os.Handler; +import android.os.Looper; +import android.util.Log; +import android.view.MotionEvent; +import android.widget.Toast; + +import androidx.appcompat.app.AppCompatActivity; + +import java.util.ArrayList; +import java.util.HashMap; +import java.util.List; +import java.util.Map; + +public class MainActivity extends AppCompatActivity implements SensorEventListener { + + private SensorManager sensorManager; + private Sensor accelerometer; + private Sensor magnetometer; + private Sensor gyroscope; + private Handler handler; + private Runnable sensorRunnable; + + private long beginTime; + + private static final String TAG = "MainActivity"; + + private List touchSize = new ArrayList<>(); + + private List accelerometerValues = new ArrayList<>(); + + private List accelerometerTime = new ArrayList<>(); + private List magnetometerTime = new ArrayList<>(); + private List gyroscopeTime = new ArrayList<>(); + + private String uuid; + private String gesture; + private String gesture_phone; + + private List magnetometerValues = new ArrayList<>(); + + private List gyroscopeValues = new ArrayList<>(); + private IEditText edit1; + private IEditText edit2; + private IKeyboardView keyboardView; + + long pointerDownTime = 0; + long pointerUpTime = 0; + private List gapList = new ArrayList<>(); + private List distanceMoveList = new ArrayList<>(); + + private List pressures = new ArrayList<>(); + + private List offsetList = new ArrayList<>(); + + @Override + protected void onCreate(Bundle savedInstanceState) { + super.onCreate(savedInstanceState); + setContentView(R.layout.activity_main); + beginTime = System.currentTimeMillis(); + initViews(); + + Bundle bundle = getIntent().getExtras(); + assert bundle != null; + uuid = bundle.getString("uuid"); + gesture = bundle.getString("gesture"); + gesture_phone = bundle.getString("gesture_phone"); + startSensorUpdates(); + + keyboardView.setOnTouchListener((view, motionEvent) -> { + if (motionEvent.getAction() == MotionEvent.ACTION_DOWN){ + onPointerDown(motionEvent); + } else if (motionEvent.getAction() == MotionEvent.ACTION_UP) { + onPointerUp(motionEvent); + } + return false; + }); + + //默认绑定一个 + keyboardView.setEditText(edit1); + edit1.setmIKeyboardView(keyboardView); + edit2.setmIKeyboardView(keyboardView); + + setListener(); + } + + private void startSensorUpdates() { + sensorManager = (SensorManager) getSystemService(Context.SENSOR_SERVICE); + + if (sensorManager != null) { + accelerometer = sensorManager.getDefaultSensor(Sensor.TYPE_ACCELEROMETER); + magnetometer = sensorManager.getDefaultSensor(Sensor.TYPE_MAGNETIC_FIELD); + gyroscope = sensorManager.getDefaultSensor(Sensor.TYPE_GYROSCOPE); + } + + + handler = new Handler(Looper.getMainLooper()); + sensorRunnable = new Runnable() { + @Override + public void run() { + // Register sensors with SENSOR_DELAY_FASTEST + if (accelerometer != null) { + sensorManager.registerListener(MainActivity.this, accelerometer, SensorManager.SENSOR_DELAY_FASTEST); + } + if (magnetometer != null) { + sensorManager.registerListener(MainActivity.this, magnetometer, SensorManager.SENSOR_DELAY_FASTEST); + } + if (gyroscope != null) { + sensorManager.registerListener(MainActivity.this, gyroscope, SensorManager.SENSOR_DELAY_FASTEST); + } + + // Schedule the next run + handler.postDelayed(this, 10); + } + }; + } + + private void initViews() { + edit1 = findViewById(R.id.edit1); + edit2 = findViewById(R.id.edit2); + keyboardView = findViewById(R.id.keyboardview); + } + + private void setListener(){ + findViewById(R.id.confirm_btn_main).setOnClickListener(view -> { + stopSensorUpdates(); + long now = System.currentTimeMillis(); + if (now - beginTime > 1000*60) { + Toast.makeText(MainActivity.this, "请在60秒内完成输入", Toast.LENGTH_SHORT).show(); + onBackPressed(); + return; + } + int length1 = edit1.getText().toString().length(); + int length2 = edit2.getText().toString().length(); + if (length1 == 0 || length2 == 0){ + Toast.makeText(MainActivity.this, "用户名或密码不能为空", Toast.LENGTH_SHORT).show(); + return; + } + Map map = new HashMap<>(); + map.put("uuid", uuid); + map.put("gesture", gesture); + map.put("gesture_phone", gesture_phone); + map.put("gapList", gapList); + map.put("offsetList", offsetList); + map.put("distanceMoveList", distanceMoveList); + map.put("username_len", length1); + map.put("pswd_len", length2); + map.put("pressures", pressures); + map.put("touch_size",touchSize); + map.put("accelerometer_data", accelerometerValues); + map.put("accelerometer_time", accelerometerTime); + map.put("gyroscope_data", gyroscopeValues); + map.put("gyroscope_time", gyroscopeTime); + map.put("magnetometer_data", magnetometerValues); + map.put("magnetometer_time", magnetometerTime); + map.put("input_duration", now - beginTime); + map.put("data_stamp", now); + map.put("is_ios", false); + new SendPostRequestTask().execute(map); + }); + } + + @Override + protected void onResume() { + super.onResume(); + handler.post(sensorRunnable); + } + + private void stopSensorUpdates() { + sensorManager.unregisterListener(this); + handler.removeCallbacks(sensorRunnable); + } + + @Override + protected void onPause() { + super.onPause(); + handler.removeCallbacks(sensorRunnable); + sensorManager.unregisterListener(this); + } + + public void onPointerDown(MotionEvent event) { + float size = event.getSize(); + float pressure = event.getPressure(); + pressures.add(pressure); + touchSize.add(size); + Log.i(TAG,"onPointerDown:size ="+size); + // Get the current time in milliseconds and assign it to pointerDownTime to represent the time when the pointer is pressed + pointerDownTime = System.currentTimeMillis(); + + // If pointerUpTime is not 0 (indicating the time the pointer was last lifted), add the interval between pointerDownTime and pointerUpTime to the gapList + + if (pointerUpTime != 0) { + gapList.add(pointerDownTime - pointerUpTime); + } + + // Ensure that the gapList length is consistent with twice the length of charList + int length = edit1.getText().toString().length()+edit2.getText().toString().length(); + if (gapList.size() != length * 2) { + gapList = gapList.subList(0, length * 2); + } + + // Save the position where the pointer is pressed (x and y coordinates) in the offsetList + offsetList.add(event.getRawX()); + Log.i(TAG,"onPointerDown: dx ="+(event.getRawX())); + offsetList.add(event.getRawY()); + Log.i(TAG,"onPointerDown: dy ="+(event.getRawY())); + } + + public void onPointerUp(MotionEvent event) { + pointerUpTime = System.currentTimeMillis(); + + // 点击持续时间 + if (pointerDownTime != 0) { + gapList.add(pointerUpTime - pointerDownTime); + } + + // 保存点击本次 keyButton 的偏移量 + double dxPointerDown = 0; + double dyPointerDown = 0; + if (offsetList.size() >= 2) { + dyPointerDown = offsetList.remove(offsetList.size() - 1); + dxPointerDown = offsetList.remove(offsetList.size() - 1); + } + float templeDx = event.getRawX(); + float templeDy = event.getRawY(); + float distanceMove = (float) Math.sqrt(Math.pow(templeDx - dxPointerDown, 2) + Math.pow(templeDy - dyPointerDown, 2)); + distanceMoveList.add(distanceMove); + Log.i(TAG, "onPointerUp: distanceMove = "+ distanceMove); + float dx = (float) Math.abs((templeDx + dxPointerDown) / 2); + float dy = (float) Math.abs((templeDy + dyPointerDown) / 2); + offsetList.add(dx); + Log.i(TAG,"onPointerUp: dx ="+templeDx); + offsetList.add(dy); + Log.i(TAG,"onPointerUp: dy ="+templeDy); + + // 除去在屏幕滑动的偏移量 + if (offsetList.size() != (gapList.size() + 1)) { + try { + offsetList = offsetList.subList(0, gapList.size() + 1); + } catch (IndexOutOfBoundsException e) { + // 处理异常情况，例如显示提示信息 + Toast.makeText(MainActivity.this, "不要胡乱点击呀", Toast.LENGTH_SHORT).show(); + } + } + } + + @Override + public void onSensorChanged(SensorEvent event) { + if (event.sensor.getType() == Sensor.TYPE_ACCELEROMETER) { + accelerometerTime.add(System.currentTimeMillis()); + accelerometerValues.add(event.values[0]); + accelerometerValues.add(event.values[1]); + accelerometerValues.add(event.values[2]); + Log.i(TAG,"onSensorChanged: accelerometerValues"+event.values[0]+","+event.values[1]+","+event.values[2]); + // 处理加速计的值 + } else if (event.sensor.getType() == Sensor.TYPE_MAGNETIC_FIELD) { + magnetometerTime.add(System.currentTimeMillis()); + magnetometerValues.add(event.values[0]); + magnetometerValues.add(event.values[1]); + magnetometerValues.add(event.values[2]); + Log.i(TAG,"onSensorChanged: magnetometerValues"+event.values[0]+","+event.values[1]+","+event.values[2]); + // 处理磁力计的值 + } else if (event.sensor.getType() == Sensor.TYPE_GYROSCOPE) { + gyroscopeTime.add(System.currentTimeMillis()); + gyroscopeValues.add(event.values[0]); + gyroscopeValues.add(event.values[1]); + gyroscopeValues.add(event.values[2]); + Log.i(TAG,"onSensorChanged: gyroscopeValues"+event.values[0]+","+event.values[1]+","+event.values[2]); + // 处理陀螺仪的值 + } + } + + @Override + public void onAccuracyChanged(Sensor sensor, int i) { + + } + private class SendPostRequestTask extends AsyncTask, Void, String> { + @Override + protected String doInBackground(Map... params) { + try { + Map data = params[0]; + HttpClient client = HttpClient.getInstance(); + return client.sendPostRequest("http://36.108.213.190:10011/api", data); + } catch (Exception e) { + return e.getMessage(); + } + } + + @Override + protected void onPostExecute(String result) { + super.onPostExecute(result); + if (result.equals("数据发送成功")){ + Toast.makeText(MainActivity.this, result, Toast.LENGTH_LONG).show(); + Bundle bundle = new Bundle(); + bundle.putString("uuid", uuid); + bundle.putString("gesture", gesture); + bundle.putString("gesture_phone", gesture_phone); + Intent intent = new Intent(MainActivity.this, RandomActivity.class); + intent.putExtras(bundle); + startActivity(intent); + }else { + Toast.makeText(MainActivity.this, "很抱歉，数据发送失败，请稍后再试", Toast.LENGTH_SHORT).show(); + } + } + } +} \ No newline at end of file diff --git a/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/PhoneActivity.java b/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/PhoneActivity.java new file mode 100644 index 0000000..66854ad --- /dev/null +++ b/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/PhoneActivity.java @@ -0,0 +1,80 @@ +package com.example.shengwutanzhen; + +import android.app.AlertDialog; +import android.content.DialogInterface; +import android.content.Intent; +import android.os.Bundle; +import android.view.View; +import android.widget.Button; +import android.widget.RadioButton; +import android.widget.RadioGroup; +import android.widget.TextView; + +import androidx.appcompat.app.AppCompatActivity; + +public class PhoneActivity extends AppCompatActivity { + + private TextView show_uuid_phone; + + private TextView show_gesture; + + private Button confirm_btn_phone; + + private RadioGroup radioGroup_phone; + + private String uuid; + private String gesture; + + @Override + protected void onCreate(Bundle savedInstanceState) { + super.onCreate(savedInstanceState); + setContentView(R.layout.activity_phone); + initView(); + Bundle bundle = getIntent().getExtras(); + assert bundle != null; + uuid = bundle.getString("uuid"); + gesture = bundle.getString("gesture"); + show_uuid_phone.setText(uuid); + show_uuid_phone.setTextSize(25); + show_uuid_phone.setTextColor(getResources().getColor(R.color.text_color)); + show_gesture.setText(gesture); + show_gesture.setTextSize(25); + show_gesture.setTextColor(getResources().getColor(R.color.text_color)); + if (gesture.equals("行走")) { + findViewById(R.id.phone_laid_one_hand).setVisibility(View.GONE); + findViewById(R.id.phone_laid_two_hand).setVisibility(View.GONE); + } + setListener(); + } + + private void initView(){ + show_uuid_phone = findViewById(R.id.show_uuid_phone); + show_gesture = findViewById(R.id.show_gesture); + confirm_btn_phone = findViewById(R.id.confirm_btn_phone); + radioGroup_phone = findViewById(R.id.radioGroup_phone); + } + + private void setListener(){ + confirm_btn_phone.setOnClickListener(view -> { + int checkedId = radioGroup_phone.getCheckedRadioButtonId(); + RadioButton radioButton = findViewById(checkedId); + String gesture_phone = radioButton.getText().toString(); + new AlertDialog.Builder(PhoneActivity.this) + .setTitle("提示") + .setMessage("您选择的动作是:"+gesture_phone) + .setPositiveButton("确定", (dialogInterface, i) -> { + Bundle bundle = new Bundle(); + bundle.putString("gesture", gesture); + bundle.putString("uuid",uuid); + bundle.putString("gesture_phone", gesture_phone); + Intent intent = new Intent(PhoneActivity.this, ConfirmActivity.class); + intent.putExtras(bundle); + startActivity(intent); + }) + .setNegativeButton("取消", (dialogInterface, i) -> { + + }) + .show(); + }); + } +} \ No newline at end of file diff --git a/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/RandomActivity.java b/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/RandomActivity.java new file mode 100644 index 0000000..7bb7005 --- /dev/null +++ b/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/RandomActivity.java @@ -0,0 +1,325 @@ +package com.example.shengwutanzhen; + +import android.content.Context; +import android.content.Intent; +import android.hardware.Sensor; +import android.hardware.SensorEvent; +import android.hardware.SensorEventListener; +import android.hardware.SensorManager; +import android.os.AsyncTask; +import android.os.Bundle; +import android.os.Handler; +import android.os.Looper; +import android.util.Log; +import android.view.MotionEvent; +import android.widget.TextView; +import android.widget.Toast; + +import androidx.appcompat.app.AppCompatActivity; +import androidx.appcompat.view.menu.MenuBuilder; + +import java.util.ArrayList; +import java.util.HashMap; +import java.util.List; +import java.util.Map; +import java.util.Random; + +public class RandomActivity extends AppCompatActivity implements SensorEventListener { + + private SensorManager sensorManager; + private Sensor accelerometer; + private Sensor magnetometer; + private Sensor gyroscope; + private Handler handler; + private Runnable sensorRunnable; + + private String uuid; + private String gesture; + private String gesture_phone; + private String randomString; + + private long beginTime; + + private static final String TAG = "RandomActivity"; + + private List touchSize = new ArrayList<>(); + + private List accelerometerValues = new ArrayList<>(); + + private List accelerometerTime = new ArrayList<>(); + private List magnetometerTime = new ArrayList<>(); + private List gyroscopeTime = new ArrayList<>(); + + private List magnetometerValues = new ArrayList<>(); + + private List gyroscopeValues = new ArrayList<>(); + private List distanceMoveList = new ArrayList<>(); + private IEditText edit_random; + private TextView tv_string; + private IKeyboardView keyboardView_random; + + long pointerDownTime = 0; + long pointerUpTime = 0; + private List gapList = new ArrayList<>(); + + private List pressures = new ArrayList<>(); + + private List offsetList = new ArrayList<>(); + + @Override + protected void onCreate(Bundle savedInstanceState) { + super.onCreate(savedInstanceState); + setContentView(R.layout.activity_random); + beginTime = System.currentTimeMillis(); + initView(); + + randomString = getRandomString(); + tv_string.setText(randomString); + tv_string.setTextSize(20); + tv_string.setTextColor(getResources().getColor(R.color.text_color)); + + Bundle bundle = getIntent().getExtras(); + assert bundle != null; + uuid = bundle.getString("uuid"); + gesture = bundle.getString("gesture"); + gesture_phone = bundle.getString("gesture_phone"); + + startSensorUpdates(); + + keyboardView_random.setOnTouchListener((view, motionEvent) -> { + if (motionEvent.getAction() == MotionEvent.ACTION_DOWN){ + onPointerDown(motionEvent); + } else if (motionEvent.getAction() == MotionEvent.ACTION_UP) { + onPointerUp(motionEvent); + } + return false; + }); + + //默认绑定一个 + keyboardView_random.setEditText(edit_random); + edit_random.setmIKeyboardView(keyboardView_random); + + setListener(); + } + + private void initView(){ + edit_random = findViewById(R.id.edit_random); + tv_string = findViewById(R.id.tv_string); + keyboardView_random = findViewById(R.id.keyboardview_random); + } + + private void startSensorUpdates() { + sensorManager = (SensorManager) getSystemService(Context.SENSOR_SERVICE); + + if (sensorManager != null) { + accelerometer = sensorManager.getDefaultSensor(Sensor.TYPE_ACCELEROMETER); + magnetometer = sensorManager.getDefaultSensor(Sensor.TYPE_MAGNETIC_FIELD); + gyroscope = sensorManager.getDefaultSensor(Sensor.TYPE_GYROSCOPE); + } + + + handler = new Handler(Looper.getMainLooper()); + sensorRunnable = new Runnable() { + @Override + public void run() { + // Register sensors with SENSOR_DELAY_FASTEST + if (accelerometer != null) { + sensorManager.registerListener(RandomActivity.this, accelerometer, SensorManager.SENSOR_DELAY_FASTEST); + } + if (magnetometer != null) { + sensorManager.registerListener(RandomActivity.this, magnetometer, SensorManager.SENSOR_DELAY_FASTEST); + } + if (gyroscope != null) { + sensorManager.registerListener(RandomActivity.this, gyroscope, SensorManager.SENSOR_DELAY_FASTEST); + } + + // Schedule the next run + handler.postDelayed(this, 10); + } + }; + } + + private void setListener() { + findViewById(R.id.confirm_btn_random).setOnClickListener(view -> { + stopSensorUpdates(); + if (!edit_random.getText().toString().equals(randomString)){ + Toast.makeText(RandomActivity.this, "输入不匹配，请重新输入", Toast.LENGTH_SHORT).show(); + return; + } + long now = System.currentTimeMillis(); + if (now - beginTime > 1000*60) { + Toast.makeText(RandomActivity.this, "请在60秒内完成输入", Toast.LENGTH_SHORT).show(); + onBackPressed(); + return; + } + int length = edit_random.getText().toString().length(); + Map map = new HashMap<>(); + map.put("uuid", uuid); + map.put("gesture", gesture); + map.put("gesture_phone", gesture_phone); + map.put("gapList", gapList); + map.put("offsetList", offsetList); + map.put("distanceMoveList", distanceMoveList); + map.put("str_len", length); + map.put("pressures", pressures); + map.put("touch_size",touchSize); + map.put("accelerometer_data", accelerometerValues); + map.put("accelerometer_time", accelerometerTime); + map.put("gyroscope_data", gyroscopeValues); + map.put("gyroscope_time", gyroscopeTime); + map.put("magnetometer_data", magnetometerValues); + map.put("magnetometer_time", magnetometerTime); + map.put("input_duration", now - beginTime); + map.put("data_stamp", now); + map.put("is_ios", false); + new SendPostRequestTask().execute(map); + }); + } + @Override + protected void onResume() { + super.onResume(); + handler.post(sensorRunnable); + } + + public String getRandomString() { + int length = 8 + new Random().nextInt(8); + String charSet = "qwertyuiopasdfghjklzxcvbnm1234567890"; + StringBuilder randomStr = new StringBuilder(); + for (int i = 0; i < length; i++) { + randomStr.append(charSet.charAt(new Random().nextInt(charSet.length()))); + } + return randomStr.toString(); + } + + private void stopSensorUpdates() { + sensorManager.unregisterListener(this); + handler.removeCallbacks(sensorRunnable); + } + + @Override + protected void onPause() { + super.onPause(); + handler.removeCallbacks(sensorRunnable); + sensorManager.unregisterListener(this); + } + + public void onPointerDown(MotionEvent event) { + float size = event.getSize(); + float pressure = event.getPressure(); + pressures.add(pressure); + touchSize.add(size); + Log.i(TAG,"onPointerDown:size ="+size); + // Get the current time in milliseconds and assign it to pointerDownTime to represent the time when the pointer is pressed + pointerDownTime = System.currentTimeMillis(); + + // If pointerUpTime is not 0 (indicating the time the pointer was last lifted), add the interval between pointerDownTime and pointerUpTime to the gapList + + if (pointerUpTime != 0) { + gapList.add(pointerDownTime - pointerUpTime); + } + + // Ensure that the gapList length is consistent with twice the length of charList + int length = edit_random.getText().toString().length(); + if (gapList.size() != length * 2) { + gapList = gapList.subList(0, length * 2); + } + + // Save the position where the pointer is pressed (x and y coordinates) in the offsetList + offsetList.add(event.getRawX()); + Log.i(TAG,"onPointerDown: dx ="+(event.getRawX())); + offsetList.add(event.getRawY()); + Log.i(TAG,"onPointerDown: dy ="+(event.getRawY())); + } + + public void onPointerUp(MotionEvent event) { + pointerUpTime = System.currentTimeMillis(); + + // 点击持续时间 + if (pointerDownTime != 0) { + gapList.add(pointerUpTime - pointerDownTime); + } + + // 保存点击本次 keyButton 的偏移量 + double dxPointerDown = 0; + double dyPointerDown = 0; + if (offsetList.size() >= 2) { + dyPointerDown = offsetList.remove(offsetList.size() - 1); + dxPointerDown = offsetList.remove(offsetList.size() - 1); + } + float templeDx = event.getRawX(); + float templeDy = event.getRawY(); + float distanceMove = (float) Math.sqrt(Math.pow(templeDx - dxPointerDown, 2) + Math.pow(templeDy - dyPointerDown, 2)); + distanceMoveList.add(distanceMove); + Log.i(TAG, "onPointerUp: distanceMove = "+ distanceMove); + float dx = (float) Math.abs((templeDx + dxPointerDown) / 2); + float dy = (float) Math.abs((templeDy + dyPointerDown) / 2); + offsetList.add(dx); + Log.i(TAG,"onPointerUp: dx ="+templeDx); + offsetList.add(dy); + Log.i(TAG,"onPointerUp: dy ="+templeDy); + + // 除去在屏幕滑动的偏移量 + if (offsetList.size() != (gapList.size() + 1)) { + try { + offsetList = offsetList.subList(0, gapList.size() + 1); + } catch (IndexOutOfBoundsException e) { + // 处理异常情况，例如显示提示信息 + Toast.makeText(RandomActivity.this, "不要胡乱点击呀", Toast.LENGTH_SHORT).show(); + } + } + } + + @Override + public void onSensorChanged(SensorEvent event) { + if (event.sensor.getType() == Sensor.TYPE_ACCELEROMETER) { + accelerometerTime.add(System.currentTimeMillis()); + accelerometerValues.add(event.values[0]); + accelerometerValues.add(event.values[1]); + accelerometerValues.add(event.values[2]); + Log.i(TAG,"onSensorChanged: accelerometerValues"+event.values[0]+","+event.values[1]+","+event.values[2]); + // 处理加速计的值 + } else if (event.sensor.getType() == Sensor.TYPE_MAGNETIC_FIELD) { + magnetometerTime.add(System.currentTimeMillis()); + magnetometerValues.add(event.values[0]); + magnetometerValues.add(event.values[1]); + magnetometerValues.add(event.values[2]); + Log.i(TAG,"onSensorChanged: magnetometerValues"+event.values[0]+","+event.values[1]+","+event.values[2]); + // 处理磁力计的值 + } else if (event.sensor.getType() == Sensor.TYPE_GYROSCOPE) { + gyroscopeTime.add(System.currentTimeMillis()); + gyroscopeValues.add(event.values[0]); + gyroscopeValues.add(event.values[1]); + gyroscopeValues.add(event.values[2]); + Log.i(TAG,"onSensorChanged: gyroscopeValues"+event.values[0]+","+event.values[1]+","+event.values[2]); + // 处理陀螺仪的值 + } + } + + @Override + public void onAccuracyChanged(Sensor sensor, int i) { + + } + private class SendPostRequestTask extends AsyncTask, Void, String> { + @Override + protected String doInBackground(Map... params) { + try { + Map data = params[0]; + HttpClient client = HttpClient.getInstance(); + return client.sendPostRequest("http://36.108.213.190:10011/random", data); + } catch (Exception e) { + return e.getMessage(); + } + } + + @Override + protected void onPostExecute(String result) { + super.onPostExecute(result); +// Toast.makeText(MainActivity.this, result, Toast.LENGTH_LONG).show(); + Bundle bundle = new Bundle(); + bundle.putString("result", result); + Intent intent = new Intent(RandomActivity.this, ResultActivity.class); + intent.putExtras(bundle); + startActivity(intent); + } + } +} \ No newline at end of file diff --git a/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/ResultActivity.java b/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/ResultActivity.java new file mode 100644 index 0000000..f392e8d --- /dev/null +++ b/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/ResultActivity.java @@ -0,0 +1,42 @@ +package com.example.shengwutanzhen; + +import android.os.Bundle; +import android.widget.Button; +import android.widget.TextView; + +import androidx.appcompat.app.AppCompatActivity; + +public class ResultActivity extends AppCompatActivity { + + private TextView tv_result_succeed, tv_result_failed; + private Button btn_result_confirm; + + @Override + protected void onCreate(Bundle savedInstanceState) { + super.onCreate(savedInstanceState); + setContentView(R.layout.activity_result); + initView(); + Bundle bundle = getIntent().getExtras(); + String result = bundle.getString("result"); + if (result.equals("数据发送成功")) { + tv_result_succeed.setVisibility(TextView.VISIBLE); + tv_result_failed.setVisibility(TextView.GONE); + }else { + tv_result_succeed.setVisibility(TextView.GONE); + tv_result_failed.setVisibility(TextView.VISIBLE); + } + setListener(); + } + + private void initView() { + tv_result_succeed = findViewById(R.id.tv_result_succeed); + tv_result_failed = findViewById(R.id.tv_result_failed); + btn_result_confirm = findViewById(R.id.btn_result_confirm); + } + + private void setListener() { + btn_result_confirm.setOnClickListener(view -> { + finishAffinity(); + }); + } +} \ No newline at end of file diff --git a/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/StandOrWalkActivity.java b/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/StandOrWalkActivity.java new file mode 100644 index 0000000..f816628 --- /dev/null +++ b/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/StandOrWalkActivity.java @@ -0,0 +1,63 @@ +package com.example.shengwutanzhen; + +import android.app.AlertDialog; +import android.content.Intent; +import android.os.Bundle; +import android.widget.Button; +import android.widget.RadioButton; +import android.widget.RadioGroup; +import android.widget.TextView; + +import androidx.appcompat.app.AppCompatActivity; + +public class StandOrWalkActivity extends AppCompatActivity { + + private String uuid; + private TextView show_uuid; + + private RadioGroup radioGroup_sd; + + private Button confirm_btn; + + @Override + protected void onCreate(Bundle savedInstanceState) { + super.onCreate(savedInstanceState); + setContentView(R.layout.activity_stand_or_walk); + initView(); + Bundle bundle = getIntent().getExtras(); + assert bundle != null; + uuid = bundle.getString("uuid"); + show_uuid.setText(uuid); + show_uuid.setTextSize(25); + show_uuid.setTextColor(getResources().getColor(R.color.text_color)); + setListener(); + } + private void initView(){ + show_uuid = findViewById(R.id.show_uuid); + radioGroup_sd = findViewById(R.id.radioGroup_sd); + confirm_btn = findViewById(R.id.confirm_btn); + } + + private void setListener(){ + confirm_btn.setOnClickListener(view -> { + int checkedId = radioGroup_sd.getCheckedRadioButtonId(); + RadioButton radioButton = findViewById(checkedId); + String gesture = radioButton.getText().toString(); + new AlertDialog.Builder(StandOrWalkActivity.this) + .setTitle("提示") + .setMessage("您选择的动作是:"+gesture) + .setPositiveButton("确定", (dialogInterface, i) -> { + Bundle bundle = new Bundle(); + bundle.putString("gesture", gesture); + bundle.putString("uuid",uuid); + Intent intent = new Intent(StandOrWalkActivity.this, PhoneActivity.class); + intent.putExtras(bundle); + startActivity(intent); + }) + .setNegativeButton("取消", (dialogInterface, i) -> { + + }) + .show(); + }); + } +} \ No newline at end of file diff --git a/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/UuidActivity.java b/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/UuidActivity.java new file mode 100644 index 0000000..744b1d0 --- /dev/null +++ b/shengwutanzhen/app/src/main/java/com/example/shengwutanzhen/UuidActivity.java @@ -0,0 +1,60 @@ +package com.example.shengwutanzhen; + +import android.content.DialogInterface; +import android.content.Intent; +import android.os.Bundle; +import android.widget.Button; +import android.widget.EditText; +import android.widget.ImageView; +import android.widget.Toast; + +import androidx.appcompat.app.AlertDialog; +import androidx.appcompat.app.AppCompatActivity; + +public class UuidActivity extends AppCompatActivity { + + private EditText uuid_text; + private Button btn_send; + private ImageView uuid_back; + + @Override + protected void onCreate(Bundle savedInstanceState) { + super.onCreate(savedInstanceState); + setContentView(R.layout.activity_uuid); + initView(); + setListener(); + } + + private void initView(){ + uuid_text = findViewById(R.id.uuid_text); + btn_send = findViewById(R.id.btn_send); + uuid_back = findViewById(R.id.uuid_back); + } + + private void setListener(){ + btn_send.setOnClickListener(view -> { + String uuid = uuid_text.getText().toString(); + if (uuid.isEmpty()){ + Toast.makeText(UuidActivity.this,"请输入UUID",Toast.LENGTH_SHORT).show(); + return; + } + new AlertDialog.Builder(UuidActivity.this) + .setTitle("提示信息") + .setMessage("您的UUID为:"+uuid) + .setPositiveButton("确定", (dialog, which) -> { + Bundle bundle = new Bundle(); + bundle.putString("uuid", uuid); + Intent intent = new Intent(UuidActivity.this, StandOrWalkActivity.class); + intent.putExtras(bundle); + startActivity(intent); + }) + .setNegativeButton("取消", (dialog, which) -> { + // Do something when user presses Cancel + }) + .show(); + }); + uuid_back.setOnClickListener(view -> { + finish(); + }); + } +} \ No newline at end of file diff --git a/shengwutanzhen/app/src/main/res/drawable/angle.xml b/shengwutanzhen/app/src/main/res/drawable/angle.xml new file mode 100644 index 0000000..c8f7a5d --- /dev/null +++ b/shengwutanzhen/app/src/main/res/drawable/angle.xml @@ -0,0 +1,9 @@ + + + diff --git a/shengwutanzhen/app/src/main/res/drawable/back.png b/shengwutanzhen/app/src/main/res/drawable/back.png new file mode 100644 index 0000000..fa0bf99 Binary files /dev/null and b/shengwutanzhen/app/src/main/res/drawable/back.png differ diff --git a/shengwutanzhen/app/src/main/res/drawable/button.png b/shengwutanzhen/app/src/main/res/drawable/button.png new file mode 100644 index 0000000..4eda205 Binary files /dev/null and b/shengwutanzhen/app/src/main/res/drawable/button.png differ diff --git a/shengwutanzhen/app/src/main/res/drawable/ed_bg.png b/shengwutanzhen/app/src/main/res/drawable/ed_bg.png new file mode 100644 index 0000000..c360aaf Binary files /dev/null and b/shengwutanzhen/app/src/main/res/drawable/ed_bg.png differ diff --git a/shengwutanzhen/app/src/main/res/drawable/flower.xml b/shengwutanzhen/app/src/main/res/drawable/flower.xml new file mode 100644 index 0000000..dc3e605 --- /dev/null +++ b/shengwutanzhen/app/src/main/res/drawable/flower.xml @@ -0,0 +1,45 @@ + + + + + + + + + + + + + + + diff --git a/shengwutanzhen/app/src/main/res/drawable/ic_launcher.jpg b/shengwutanzhen/app/src/main/res/drawable/ic_launcher.jpg new file mode 100644 index 0000000..26d123f Binary files /dev/null and b/shengwutanzhen/app/src/main/res/drawable/ic_launcher.jpg differ diff --git a/shengwutanzhen/app/src/main/res/drawable/ic_launcher_background.xml b/shengwutanzhen/app/src/main/res/drawable/ic_launcher_background.xml new file mode 100644 index 0000000..07d5da9 --- /dev/null +++ b/shengwutanzhen/app/src/main/res/drawable/ic_launcher_background.xml @@ -0,0 +1,170 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/shengwutanzhen/app/src/main/res/drawable/ic_launcher_foreground.xml b/shengwutanzhen/app/src/main/res/drawable/ic_launcher_foreground.xml new file mode 100644 index 0000000..2b068d1 --- /dev/null +++ b/shengwutanzhen/app/src/main/res/drawable/ic_launcher_foreground.xml @@ -0,0 +1,30 @@ + + + + + + + + + + + \ No newline at end of file diff --git a/shengwutanzhen/app/src/main/res/drawable/img1.png b/shengwutanzhen/app/src/main/res/drawable/img1.png new file mode 100644 index 0000000..4aa0ef8 Binary files /dev/null and b/shengwutanzhen/app/src/main/res/drawable/img1.png differ diff --git a/shengwutanzhen/app/src/main/res/drawable/img2.png b/shengwutanzhen/app/src/main/res/drawable/img2.png new file mode 100644 index 0000000..bb92cd4 Binary files /dev/null and b/shengwutanzhen/app/src/main/res/drawable/img2.png differ diff --git a/shengwutanzhen/app/src/main/res/drawable/img3.png b/shengwutanzhen/app/src/main/res/drawable/img3.png new file mode 100644 index 0000000..da6f57f Binary files /dev/null and b/shengwutanzhen/app/src/main/res/drawable/img3.png differ diff --git a/shengwutanzhen/app/src/main/res/drawable/iv_back.xml b/shengwutanzhen/app/src/main/res/drawable/iv_back.xml new file mode 100644 index 0000000..cdf3c13 --- /dev/null +++ b/shengwutanzhen/app/src/main/res/drawable/iv_back.xml @@ -0,0 +1,5 @@ + + + + diff --git a/shengwutanzhen/app/src/main/res/drawable/iv_correct.xml b/shengwutanzhen/app/src/main/res/drawable/iv_correct.xml new file mode 100644 index 0000000..ae7ea3b --- /dev/null +++ b/shengwutanzhen/app/src/main/res/drawable/iv_correct.xml @@ -0,0 +1,20 @@ + + + + + + diff --git a/shengwutanzhen/app/src/main/res/drawable/iv_input.xml b/shengwutanzhen/app/src/main/res/drawable/iv_input.xml new file mode 100644 index 0000000..b02a243 --- /dev/null +++ b/shengwutanzhen/app/src/main/res/drawable/iv_input.xml @@ -0,0 +1,8 @@ + + + + + + + diff --git a/shengwutanzhen/app/src/main/res/drawable/iv_password.xml b/shengwutanzhen/app/src/main/res/drawable/iv_password.xml new file mode 100644 index 0000000..84ef7c4 --- /dev/null +++ b/shengwutanzhen/app/src/main/res/drawable/iv_password.xml @@ -0,0 +1,4 @@ + + + diff --git a/shengwutanzhen/app/src/main/res/drawable/iv_pinyin.xml b/shengwutanzhen/app/src/main/res/drawable/iv_pinyin.xml new file mode 100644 index 0000000..4c4868f --- /dev/null +++ b/shengwutanzhen/app/src/main/res/drawable/iv_pinyin.xml @@ -0,0 +1,12 @@ + + + + diff --git a/shengwutanzhen/app/src/main/res/drawable/iv_user.xml b/shengwutanzhen/app/src/main/res/drawable/iv_user.xml new file mode 100644 index 0000000..5c58617 --- /dev/null +++ b/shengwutanzhen/app/src/main/res/drawable/iv_user.xml @@ -0,0 +1,4 @@ + + + diff --git a/shengwutanzhen/app/src/main/res/drawable/rounded_corner_bg.xml b/shengwutanzhen/app/src/main/res/drawable/rounded_corner_bg.xml new file mode 100644 index 0000000..3440f2b --- /dev/null +++ b/shengwutanzhen/app/src/main/res/drawable/rounded_corner_bg.xml @@ -0,0 +1,4 @@ + + + + \ No newline at end of file diff --git a/shengwutanzhen/app/src/main/res/drawable/rounded_corner_content.xml b/shengwutanzhen/app/src/main/res/drawable/rounded_corner_content.xml new file mode 100644 index 0000000..6f40c11 --- /dev/null +++ b/shengwutanzhen/app/src/main/res/drawable/rounded_corner_content.xml @@ -0,0 +1,4 @@ + + + + \ No newline at end of file diff --git a/shengwutanzhen/app/src/main/res/drawable/shape_bg_gradient.xml b/shengwutanzhen/app/src/main/res/drawable/shape_bg_gradient.xml new file mode 100644 index 0000000..afb1946 --- /dev/null +++ b/shengwutanzhen/app/src/main/res/drawable/shape_bg_gradient.xml @@ -0,0 +1,8 @@ + + + + \ No newline at end of file diff --git a/shengwutanzhen/app/src/main/res/drawable/shape_bg_stand.xml b/shengwutanzhen/app/src/main/res/drawable/shape_bg_stand.xml new file mode 100644 index 0000000..191d24a --- /dev/null +++ b/shengwutanzhen/app/src/main/res/drawable/shape_bg_stand.xml @@ -0,0 +1,8 @@ + + + + \ No newline at end of file diff --git a/shengwutanzhen/app/src/main/res/drawable/uuid_background.png b/shengwutanzhen/app/src/main/res/drawable/uuid_background.png new file mode 100644 index 0000000..e29f05d Binary files /dev/null and b/shengwutanzhen/app/src/main/res/drawable/uuid_background.png differ diff --git a/shengwutanzhen/app/src/main/res/layout/activity_confirm.xml b/shengwutanzhen/app/src/main/res/layout/activity_confirm.xml new file mode 100644 index 0000000..ab8911f --- /dev/null +++ b/shengwutanzhen/app/src/main/res/layout/activity_confirm.xml @@ -0,0 +1,143 @@ + + + + + + + + + + + + + + + + + + + + + + + + + +