v0.1.5.4(2024/06/15)

[aio.py]: 新增wavelogger处理界面
[wavelogger.py]: 新增精度数据处理模块

aio/README.md

@@ -1,9 +1,10 @@
 ### 程序功能
 
 自动化测试数据处理工具，减少人工处理时长，提高测试数据处理的效率和准确度：
-1. 制动数据，单轴数据处理5min以内
+1. 制动数据，单轴数据处理3min以内
 2. 电机电流数据，全部轴数据处理1min以内
 3. ISO激光数据整理，1min以内
+4. wavelogger波形处理，几乎不花费时间
 
 ### 使用方法
 
@@ -97,6 +98,13 @@ pyinstaller --noconfirm --onedir --windowed --add-data "C:/Users/Administrator/A
 	b. ISO-V1000.pdf
 	c. ISO-V100.pdf
 	d. iso-results.xlsx
+
+#### wavelogger波形数据
+
+1. 需要提前将 .xdt 波形数据转换成 .csv 文件
+2. 组织目录下只允许有 .csv 文件，对文件夹无要求
+3. 运行结束后，会生成 result.xlsx 文件，结果按照 .csv 文件名存放
+4. 采集数据时，不同轮次数据时间间隔最好大于 2 倍的周期时间，否则会出现采集的轮数不正确的情况，但数据是完整的
 	
 #### 其他
 customtkinter的tabview组件不支持修改字体大小，可以参考 [Changing Font of a Tabview](https://github.com/TomSchimansky/CustomTkinter/issues/2296) 进行手动修改源码实现：
@@ -209,4 +217,8 @@ v0.1.5.2(2024/06/13)
 [brake.py]: 修改了速度计算逻辑，新版本的vel列数据遵循如下规则，av = vel * 180 / pi，根据av再计算speed
 [brake.py]: 将threshold修改为常量50
 [brake.py]: 提高了输出提示语的明确性，删除了不必要的省略号
-[brake.py]: 更正了之前的数据copy错误，重新优化了estop处是否达到指定百分比的判定逻辑
+[brake.py]: 更正了之前的数据copy错误，重新优化了estop处是否达到指定百分比的判定逻辑
+
+v0.1.5.4(2024/06/15)
+[aio.py]: 新增wavelogger处理界面
+[wavelogger.py]: 新增精度数据处理模块

aio/assets/file_version_info.txt

@@ -6,8 +6,8 @@ VSVersionInfo(
   ffi=FixedFileInfo(
     # filevers and prodvers should be always a tuple with four items: (1, 2, 3, 4)
     # Set not needed items to zero 0.
-    filevers=(0, 1, 5, 2),
+    filevers=(0, 1, 5, 4),
-    prodvers=(0, 1, 5, 2),
+    prodvers=(0, 1, 5, 4),
     # Contains a bitmask that specifies the valid bits 'flags'r
     mask=0x3f,
     # Contains a bitmask that specifies the Boolean attributes of the file.
@@ -31,12 +31,12 @@ VSVersionInfo(
         '040904b0',
         [StringStruct('CompanyName', 'Rokae - https://www.rokae.com/'),
         StringStruct('FileDescription', 'All in one automatic toolbox'),
-        StringStruct('FileVersion', '0.1.5.2 (2024-06-13)'),
+        StringStruct('FileVersion', '0.1.5.4 (2024-06-15)'),
         StringStruct('InternalName', 'AIO.exe'),
         StringStruct('LegalCopyright', '© 2024-2024 Manford Fan'),
         StringStruct('OriginalFilename', 'AIO.exe'),
         StringStruct('ProductName', 'AIO'),
-        StringStruct('ProductVersion', '0.1.5.2 (2024-06-13)')])
+        StringStruct('ProductVersion', '0.1.5.4 (2024-06-15)')])
       ]),
     VarFileInfo([VarStruct('Translation', [1033, 1200])])
   ]

aio/assets/vers

@@ -1 +1 @@
-0.1.5.2 @ 06/13/2024
+0.1.5.4 @ 06/15/2024

aio/code/aio.py

@@ -3,7 +3,7 @@ from os import getcwd
 from threading import Thread
 import tkinter.messagebox
 import customtkinter
-import brake, current, iso
+import brake, current, iso, wavelogger
 from time import time, strftime, localtime
 from urllib.request import urlopen
 from socket import setdefaulttimeout
@@ -72,7 +72,7 @@ class App(customtkinter.CTk):
         btns['log']['btn'].configure(command=lambda: self.thread_it(self.func_log_callback))
         btns['end']['btn'].configure(command=lambda: self.thread_it(self.func_end_callback))
         # create version info
-        self.label_version = customtkinter.CTkLabel(self.frame_func, justify='left', text="Vers: 0.1.5.2\nDate: 06/13/2024", font=self.my_font, text_color="#4F4F4F")
+        self.label_version = customtkinter.CTkLabel(self.frame_func, justify='left', text="Vers: 0.1.5.4\nDate: 06/15/2024", font=self.my_font, text_color="#4F4F4F")
         self.frame_func.rowconfigure(6, weight=1)
         self.label_version.grid(row=6, column=0, padx=20, pady=20, sticky='s')
         # =====================================================================
@@ -82,7 +82,7 @@ class App(customtkinter.CTk):
         self.tabview.add("Data Process")
         self.tabview.add("Automatic Test")
         # create main menu
-        self.menu_main_dp = customtkinter.CTkOptionMenu(self.tabview.tab('Data Process'), values=["INIT", "brake", "current", "iso"], font=self.my_font, text_color='yellow', button_color='red', fg_color='green', command=self.func_main_callback)
+        self.menu_main_dp = customtkinter.CTkOptionMenu(self.tabview.tab('Data Process'), values=["init", "brake", "current", "iso", "wavelogger"], font=self.my_font, text_color='yellow', button_color='red', fg_color='green', command=self.func_main_callback)
         self.menu_main_dp.grid(row=1, column=1, sticky='we', padx=5, pady=5)
         self.menu_main_dp.set("Start Here!")
         # create sub menu
@@ -169,7 +169,7 @@ class App(customtkinter.CTk):
                 elif widgit in ['trqh',]:
                     widgits[widgit]['label'].configure(text_color="red")
                     widgits[widgit]['optionmenu'].configure(state='normal')
-        elif func_name == 'iso':
+        elif func_name == 'iso' or func_name == 'wavelogger':
             for widgit in widgits:
                 if widgit in ['path',]:
                     widgits[widgit]['label'].configure(text_color='red')
@@ -301,6 +301,15 @@ class App(customtkinter.CTk):
                 return 3, path
             else:
                 return 0, 0
+        # =======================================================
+        elif func_name == 'wavelogger':
+            path = widgits['path']['entry'].get().strip()
+            c1 = exists(path)
+            if c1:
+                return 4, path
+            else:
+                return 0, 0
+        # =======================================================
         else:
             return 0, 0
 
@@ -309,13 +318,15 @@ class App(customtkinter.CTk):
         self.textbox.delete(index1='1.0', index2='end')
 
         flag, *args = self.check_param()
-        func_dict = {1: brake.main, 2: current.main, 3: iso.main}
+        func_dict = {1: brake.main, 2: current.main, 3: iso.main, 4: wavelogger.main}
         if flag == 1:
             func_dict[flag](path=args[0], av=args[1], rr=args[2],  axis=args[3], vel=args[4], trq=args[5], estop=args[6], w2t=self.write2textbox)
         elif flag == 2:
             func_dict[flag](path=args[0], sub=args[1], rcs=args[2], vel=args[3], trq=args[4], trqh=args[5], dur=args[6], rpm=args[7], w2t=self.write2textbox)
         elif flag == 3:
             func_dict[flag](path=args[0], w2t=self.write2textbox)
+        elif flag == 4:
+            func_dict[flag](path=args[0], w2t=self.write2textbox)
         else:
             tkinter.messagebox.showerror(title="参数错误", message="请检查对应参数是否填写正确！", )
 

aio/code/wavelogger.py

@@ -0,0 +1,171 @@
+import os
+
+from pandas import read_csv
+from csv import reader
+from sys import argv
+from os.path import exists
+from os import scandir, remove
+from openpyxl import Workbook
+
+
+def traversal_files(path, w2t):
+    # 功能：以列表的形式分别返回指定路径下的文件和文件夹，不包含子目录
+    # 参数：路径
+    # 返回值：路径下的文件夹列表 路径下的文件列表
+    if not exists(path):
+        msg = f'数据文件夹{path}不存在，请确认后重试......'
+        w2t(msg, 0, 1, 'red')
+    else:
+        dirs = []
+        files = []
+        for item in scandir(path):
+            if item.is_dir():
+                dirs.append(item.path)
+            elif item.is_file():
+                files.append(item.path)
+
+        return dirs, files
+
+
+def find_point(bof, step, pos, data_file, flag, df, row, w2t):
+    # bof: backward or forward
+    # pos: used for debug
+    # flag: greater than or lower than
+    if flag == 'gt':
+        while 0 < row < df.index[-1]-100:
+            if df.iloc[row, 2] > 2:
+                if bof == 'backward':
+                    row -= step
+                elif bof == 'forward':
+                    row += step
+                continue
+            else:
+                row_target = row
+                break
+        else:
+            if bof == 'backward':
+                w2t(f"[{pos}] 在 {data_file} 中，无法正确识别数据，需要确认...", 0, 2, 'red')
+            elif bof == 'forward':
+                row_target = row + 100
+    elif flag == 'lt':
+        while 0 < row < df.index[-1]-100:
+            if df.iloc[row, 2] < 2:
+                if bof == 'backward':
+                    row -= step
+                elif bof == 'forward':
+                    row += step
+                continue
+            else:
+                row_target = row
+                break
+        else:
+            if bof == 'backward':
+                w2t(f"[{pos}] 在 {data_file} 中，无法正确识别数据，需要确认...", 0, 3, 'red')
+            elif bof == 'forward':
+                row_target = row + 100
+
+    return row_target
+
+
+def get_cycle_info(data_file, df, row, step, w2t):
+    # end -> middle: low
+    # middle -> start: high
+    # 1. 从最后读取数据，无论是大于1还是小于1，都舍弃，找到相反的值的起始点
+    # 2. 从起始点，继续往前寻找，找到与之数值相反的中间点
+    # 3. 从中间点，继续往前寻找，找到与之数值相反的结束点，至此，得到了高低数值的时间区间以及一轮的周期时间
+    if df.iloc[row, 2] < 2:
+        row = find_point('backward', step, 'a1', data_file, 'lt', df, row, w2t)
+
+    _row = find_point('backward', step, 'a2', data_file, 'gt', df, row, w2t)
+    _row = find_point('backward', step, 'a3', data_file, 'lt', df, _row, w2t)
+    row_end = find_point('backward', step, 'a4', data_file, 'gt', df, _row, w2t)
+    row_middle = find_point('backward', step, 'a5', data_file, 'lt', df, row_end, w2t)
+    row_start = find_point('backward', step, 'a6', data_file, 'gt', df, row_middle, w2t)
+
+    return row_end-row_middle, row_middle-row_start, row_end-row_start
+
+
+def initialization(path, w2t):
+    _, data_files = traversal_files(path, w2t)
+
+    for data_file in data_files:
+        if not data_file.lower().endswith('.csv'):
+            w2t(f"{data_file} 文件后缀错误，只允许 .csv 文件，需要确认！", 0, 1, 'red')
+
+    return data_files
+
+
+def preparation(data_file, wb, w2t):
+    shtname = data_file.split('\\')[-1].split('.')[0]
+    ws = wb.create_sheet(shtname)
+    csv_reader = reader(open(data_file))
+    i = 0
+    begin = 70
+    for row in csv_reader:
+        i += 1
+        if i == 1:
+            begin = int(row[1])
+            break
+    df = read_csv(data_file, sep=',', encoding='gbk', skip_blank_lines=False, header=begin - 1, on_bad_lines='warn')
+    low, high, cycle = get_cycle_info(data_file, df, df.index[-1]-110, 5, w2t)
+
+    return ws, df, low, high, cycle
+
+
+def single_file_proc(ws, data_file, df, low, high, cycle, w2t):
+    _row = _row_lt = _row_gt = count = 1
+    _step = 5
+    _data = {}
+    row_max = df.index[-1]-100
+    while _row < row_max:
+        if count not in _data.keys():
+            _data[count] = []
+
+        if df.iloc[_row, 2] < 2:
+            _row_lt = find_point('forward', _step, 'c'+str(_row), data_file, 'lt', df, _row, w2t)
+            _start = int((_row_lt - _row_gt - 50) / 2)
+            _end = _start + 50
+            value = df.iloc[_start:_end, 2].mean() + df.iloc[_start:_end, 2].std()
+            _data[count].append(value)
+        else:
+            _row_gt = find_point('forward', _step, 'c'+str(_row), data_file, 'gt', df, _row, w2t)
+            if _row_gt - _row_lt > cycle * 2:
+                count += 1
+
+        _row = max(_row_gt, _row_lt)
+
+    for i in range(2, 10):
+        ws.cell(row=1, column=i).value = f"第{i-1}次测试"
+        ws.cell(row=i, column=1).value = f"第{i-1}次精度变化"
+
+    for i in sorted(_data.keys()):
+        _row = 2
+        _column = i + 1
+        for value in _data[i]:
+            ws.cell(row=_row, column=_column).value = float(value)
+            _row += 1
+
+
+def execution(data_files, w2t):
+    wb = Workbook()
+    for data_file in data_files:
+        ws, df, low, high, cycle = preparation(data_file, wb, w2t)
+        single_file_proc(ws, data_file, df, low, high, cycle, w2t)
+
+    wd = data_files[0].split('\\')
+    del wd[-1]
+    wd = '\\'.join(wd)
+    filename = wd + '\\result.xlsx'
+    wb.save(filename)
+    wb.close()
+    w2t('----------------------------------------')
+    w2t('所有文件均已处理完毕')
+
+
+def main(path, w2t):
+    data_files = initialization(path, w2t)
+    execution(data_files, w2t)
+
+
+if __name__ == '__main__':
+    main(path=argv[1], w2t=argv[2])