evaluation sentech (file detection)

sentech/evaluation.py

+import ipywidgets as widgets
+import matplotlib.pyplot as plt 
+import pandas as pd
+import os
+
+import tkinter as tk
+from tkinter import filedialog
+import tkinter.messagebox
+
+def information_box(information):
+    #open dialog and hide the main window
+    root = tk.Tk()
+    root.withdraw()
+    root.lift() #show window above all other applications
+
+    root.attributes("-topmost", True)#window stays above all other applications
+
+    #display meaagebox
+    tkinter.messagebox.showinfo(message=information)
+    root.destroy()
+
+def choose_folder():
+    root = tk.Tk()
+    root.withdraw()
+    root.lift() #show window above all other applications
+
+    root.attributes("-topmost", True)#window stays above all other applications
+
+    #choose nonemty folder
+    folder = tk.filedialog.askdirectory()
+    
+    while folder == '':
+        folder = tk.filedialog.askdirectory()        
+        
+    root.destroy()
+    return folder
+
+def change_state(widgets_list):
+    for widget in widgets_list:
+        widget.disabled = not widget.disabled
+
+
+def get_device(file):
+    with open(file) as f:
+        lines = f.readlines()
+
+    if lines[1] == "System: SI ALD RWTH [ALD 007]\n":
+        return 'ALD'
+    elif lines[1] == "System: SI 500 RWTH Aachen [500-211]\n":
+        return 'ICP-CL'
+    elif lines[1] == "Anlage: SI 500 RWTH Aachen\n":
+        return 'ICP-FL'
+    else:
+        return "" #No device detected
+
+def read_file(file):
+    device = get_device(file)
+    
+    if device == 'ALD':
+        with open(file) as f:
+            lines = f.readlines()
+        start_time = lines[4]
+        df = pd.read_csv(files[0],sep ='\t',skiprows = 10,encoding = 'ANSI',index_col=False)
+    elif device == 'ICP-CL':
+        with open(file) as f:
+            lines = f.readlines()
+        start_time = lines[4]
+        df = pd.read_csv(file,sep ='\t',skiprows = 10,encoding = 'ANSI',index_col=False)
+    elif device =='ICP-FL':
+        with open(file) as f:
+            lines = f.readlines()
+        start_time = lines[3]
+        df = pd.read_csv(file,sep ='\t',skiprows = 9,encoding = 'ANSI',index_col=False)
+    else: #device = ""
+        start_time = None
+        df = None
+    return device,df,start_time
+        
+        
+        
+dir_button = widgets.Button(description = 'Choose Folder')
+plot_button = widgets.Button(description = 'Plot')
+next_file = widgets.Button(description = 'Next File')
+previous_file = widgets.Button(description = 'Previous file')
+current_file = widgets.Text(description = 'Current File',disabled = True)
+x_axis = widgets.Dropdown(description = 'X-Axis',disabled = True)
+y_axis = widgets.Dropdown(description = 'Y-Axis')
+output = widgets.Output()
+
+counter = 0
+folder = None
+files = []
+df = None
+start_time = None
+device = None
+
+buttons = widgets.HBox([dir_button,plot_button,previous_file,next_file])
+config = widgets.HBox([x_axis,y_axis,current_file])
+
+display(buttons)
+display(config)
+display(output)
+
+all_widgets = [dir_button,plot_button,previous_file,next_file,y_axis]
+def on_choose_folder_clicked(b):
+    global counter,folder,files,df,start_time,device
+    with output:
+        change_state(all_widgets)
+        folder = choose_folder()
+        os.chdir(folder) #change current working directory 
+        files = os.listdir(os.getcwd()) #get the files from the chosen directory
+
+        # get all the valid files 
+        valid_files = []
+        for file in files:
+            if file.endswith('.log') == True:
+                device = get_device(file)
+                if device != "":
+                    valid_files.append(file)
+
+        files = valid_files.copy()
+
+        if len(files) == 0:
+            information_box("No Valid Files Detected! Please Choose a New Folder!")
+        else:
+            counter = 0
+            current_file.value = files[counter]
+            device,df,start_time = read_file(current_file.value)
+            options = list(df.columns.values)
+            x_axis.options = [options[0]] #only the first column
+            y_axis.options = options[1:] #the rest columns
+            x_axis.value = options[0]
+            y_axis.value = options[1]
+        change_state(all_widgets)
+    
+dir_button.on_click(on_choose_folder_clicked)
+
+def on_previous_file_clicked(b):
+    global counter,folder,files,df,start_time,device
+    with output:
+        change_state(all_widgets)
+        if counter>0:
+            counter = counter -1
+            current_file.value = files[counter]
+            device,df,start_time = read_file(current_file.value)
+            options = list(df.columns.values)
+            x_axis.options = [options[0]] #only the first column
+            y_axis.options = options[1:] #the rest columns
+            x_axis.value = options[0]
+            y_axis.value = options[1]
+        else:
+            information_box("There is no previous file!")
+        change_state(all_widgets)
+
+previous_file.on_click(on_previous_file_clicked)
+
+def on_next_file_clicked(b):
+    global counter,folder,files,df,start_time,device
+    with output:
+        change_state(all_widgets)
+        if counter<len(files)-1:
+            counter = counter +1
+            current_file.value = files[counter]
+            device,df,start_time = read_file(current_file.value)
+            options = list(df.columns.values)
+            x_axis.options = [options[0]] #only the first column
+            y_axis.options = options[1:] #the rest columns
+            x_axis.value = options[0]
+            y_axis.value = options[1]
+        else:
+            information_box("There is no next file!")
+        change_state(all_widgets)
+
+next_file.on_click(on_next_file_clicked)
+        
+            
+            
+        
+
+    
+    
+            
+        
+        
+            
+        
+            
+            
+        
+        
+    
\ No newline at end of file

sentech/interface_evaluation.ipynb

+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "e615178f-e424-4ae7-a128-5428c9b562d7",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "10b418b71d7240bb9a7b4847970f5732",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "HBox(children=(Button(description='Choose Folder', style=ButtonStyle()), Button(description='Plot', style=Butt…"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "67de78df200741548f24348ae8d5e349",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "HBox(children=(Dropdown(description='X-Axis', disabled=True, options=(), value=None), Dropdown(description='Y-…"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "e1dd9aefebfe4462b1cbc4b931c652d9",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "%run evaluation.py"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3773b35c-de0e-4515-b1a2-ed0e92d63c6e",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.0"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}