diff --git a/m5/1028m5.py b/m5/1028m5.py new file mode 100644 index 0000000..2fa3f95 --- /dev/null +++ b/m5/1028m5.py @@ -0,0 +1,41 @@ +import matplotlib.pyplot as plt +import numpy as np +import csv +import pandas as pd + + +c_list = ["red", "green", "blue"] * 5 +h_list = ["ax/mg", "ay/mg", "az/mg", "gx_deg/s", "gy_deg/s", "gz_deg/s", "mx/mG", "my/mG", "mz/mG", "Yaw", "Pitch", "Roll", "rate/Hz"] +# dic = dict(zip(h_list, c_list)) +for i in range(13): + d_list = [] + + with open('C:/Users/F1336489/Desktop/m5_data.csv', 'r') as csvfile: + # 创建一个阅读器:将f传给csv.reader + reader = csv.reader(csvfile) + # 使用csv的next函数,将reader传给next,将返回文件的下一行 + header_row = next(reader) + + # for index, column_header in enumerate(header_row): + # print(index, column_header) + + + data = [] + # 遍历reader的余下的所有行(next读取了第一行,reader每次读取后将返回下一行) + for row in reader: + # 将字符串转换成数字 + high = float(row[i]) + data.append(high) + #print(data) + + # 绘制图形 + fig = plt.figure(dpi=128, figsize=(10, 6)) + # plt.subplot(431) + plt.plot(data, c=str(c_list[i])) + # 设置图形的格式 + plt.title(str(h_list[i]), fontsize=24) + plt.xlabel('', fontsize=16) + plt.ylabel('', fontsize=16) + plt.tick_params(axis='both', which="major", labelsize=16) + + plt.show() diff --git a/m5/1029data3D.py b/m5/1029data3D.py new file mode 100644 index 0000000..0f67906 --- /dev/null +++ b/m5/1029data3D.py @@ -0,0 +1,26 @@ +#!/usr/bin/python +# -*- coding: UTF-8 -*- + +import matplotlib.pyplot as plt +import numpy as np +import csv +import pandas as pd +import pymysql +from mpl_toolkits.mplot3d import Axes3D + +db = pymysql.connect(host="localhost", user="root", + password="16888", db="csv_db", port=3306) + +df = pd.read_sql_query("select * from m5db;", db) +yaw = pd.DataFrame(df, columns=['Yaw']) +pitch = pd.DataFrame(df, columns=['Pitch']) +roll = pd.DataFrame(df, columns=['Roll']) + +fig = plt.figure() +ax = Axes3D(fig) +ax.scatter(yaw, pitch, roll) +ax.set_xlabel('pitch') +ax.set_ylabel('yaw') +ax.set_zlabel('roll') +ax.view_init(elev=10, azim=235) +plt.show() diff --git a/m5/__init__.py b/m5/__init__.py new file mode 100644 index 0000000..1d2f58e --- /dev/null +++ b/m5/__init__.py @@ -0,0 +1,2 @@ +#!/usr/bin/python +# -*- coding: UTF-8 -*- \ No newline at end of file diff --git a/m5/csv2db.py b/m5/csv2db.py new file mode 100644 index 0000000..5a6234b --- /dev/null +++ b/m5/csv2db.py @@ -0,0 +1,66 @@ +#!/usr/bin/python +# -*- coding: UTF-8 -*- + + +import pymysql +import pandas as pd + +# 参数设置,建立连接 +db = pymysql.connect(host="localhost", user="root", + password="16888", db="localsql", port=3306) + +# 自动确认commit True +db.autocommit(1) +# 设置光标 +cursor = db.cursor() + +df = pd.read_csv('qe.csv', encoding='utf-8') + + +# 一个根据pandas自动识别type来设定table的type +def make_table_sql(df): + columns = df.columns.tolist() + types = df.ftypes + # 添加id 制动递增主键模式 + make_table = [] + char = '' + for item in columns: + if 'int' in types[item]: + char = item + ' INT' + elif 'float' in types[item]: + char = item + ' FLOAT' + elif 'object' in types[item]: + char = item + ' VARCHAR(255)' + elif 'datetime' in types[item]: + char = item + ' DATETIME' + make_table.append(char) + return ','.join(make_table) + + +# csv 格式输入 mysql 中 +def csv2mysql(db_name, table_name, df): + # 创建database + cursor.execute('CREATE DATABASE IF NOT EXISTS {}'.format(db_name)) + # 选择连接database + + db.select_db(db_name) + + # 创建table + cursor.execute('DROP TABLE IF EXISTS {}'.format(table_name)) + cursor.execute('CREATE TABLE {}({})'.format(table_name, make_table_sql(df))) + + values = df.values.tolist() + # 根据columns个数 + s = ','.join(['%s' for _ in range(len(df.columns))]) + # executemany批量操作 插入数据 批量操作比逐个操作速度快很多 + cursor.executemany('INSERT INTO {} VALUES ({})'.format(table_name, s), values) + + +csv2mysql('csv_db', 'm5db', df) +# 光标关闭 +cursor.close() +# 连接关闭 +db.close() + + + diff --git a/m5/mat1028.py b/m5/mat1028.py new file mode 100644 index 0000000..cd396eb --- /dev/null +++ b/m5/mat1028.py @@ -0,0 +1,13 @@ +#!/usr/bin/python +# -*- coding: UTF-8 -*- + +import matplotlib.pyplot as plt +import numpy as np + +x = np.linspace(-1, 1, 50) +y = 2*x + 1 + +plt.figure() +plt.plot(x, y) +plt.show() + diff --git a/m5/qe.csv b/m5/qe.csv new file mode 100644 index 0000000..4df16ff --- /dev/null +++ b/m5/qe.csv @@ -0,0 +1,305 @@ +ax,ay,az,gx,gy,gz,mx,my,mz,Yaw,Pitch,Roll,rate +-185.0,-121.89,766.11,-0.04,-0.11,0.05,50285,3099,2409,-115.58,-6.14,36.17,4.29 +-186.28,-126.46,763.0,-0.02,-0.21,-0.12,50241,3086,2407,-103.25,14.84,-54.37,4.29 +-185.61,-122.19,768.31,0.03,-0.04,-0.07,50246,3106,2413,-88.83,14.36,41.71,4.29 +-182.37,-121.95,763.24,-0.08,-0.16,0.14,50274,3099,2420,-92.85,-5.89,-53.45,4.29 +-184.63,-124.27,764.34,-0.02,-0.02,0.09,50244,3097,2414,-45.24,37.27,57.1,4.29 +-185.79,-120.91,764.1,-0.02,0.04,-0.11,50262,3101,2428,-82.77,-27.2,-35.29,4.29 +-186.52,-123.05,764.34,0.02,-0.04,-0.08,50260,3113,2423,-45.63,61.26,34.44,4.29 +-182.31,-119.69,766.36,0.05,-0.05,0.05,50258,3101,2404,-107.83,-24.33,10.94,4.29 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