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AgroPontos Regex.py
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AgroPontos Regex.py
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import csv
import os.path
import re
import tkinter as tk
import tkinter.ttk as ttk
from statistics import mode
from tkinter import filedialog, StringVar, END
import ocrmypdf
from pypdf import PdfReader
appName = "AgroPontos RegEx v1.5"
#Abre janela do windows para seleção do arquivo PDF/TXT
def pick_file(self):
filePath = filedialog.askopenfilename()
if filePath:
self.fileLabel.config(text=filePath)
else:
self.fileLabel.config(text="Arquivo não existe ou não foi selecionado um arquivo.")
return filePath
#Mostra as mensagens na interface
def show_text(sText, self):
self.outputLabel.config(text=sText)
self.text.delete("1.0",END)
self.text.insert(END,self.outputLabel.cget("text"))
self.window.update()
#Calcula a moda das coordenadas lidas, para identificar falhas de leitura
def mode_len(lst):
lengths = [len(elem) for elem in lst]
return mode(lengths)
#Remove pontos extras, caso haja múltiplos devido a notação brasileira ou falhas de leitura
def remove_extra_dot(s):
lastDotIndex = s.rfind('.')
if lastDotIndex == -1:
return s
else:
return s[:lastDotIndex].replace('.', '') + s[lastDotIndex:]
#Utiliza a biblioteca OCRMYPDF para ler PDFs escaneados e consertá-los (desvira páginas, corrige angulação...)
#Ou se o PDF já contém texto, utiliza a biblioteca pypdf para extraí-lo
def process_pdf(self):
filePath = self.fileLabel.cget("text")
txtFilePath = os.path.splitext(filePath)[0] + '.txt'
if not os.path.exists(filePath):
show_text("Arquivo não encontrado: "+filePath, self)
return None
if self.varText.get() == 1:
show_text("Extraindo texto do PDF...", self)
textPDF = ''
reader = PdfReader(filePath)
for page in reader.pages:
textPDF = textPDF + str(page.extract_text(0))
with open(txtFilePath, 'w', encoding='UTF-8') as f:
f.write(textPDF)
show_text("Texto extraído com sucesso!", self)
return
else:
show_text("Processando PDF... Aguarde, isso pode levar alguns minutos.", self)
if __name__ == '__main__': # Da biblioteca, para funcionar direito em Windows e Mac
ocrmypdf.ocr(filePath,os.path.splitext(filePath)[0]+'_NOVO.pdf', deskew=True, clean=True, rotate_pages=True, force_ocr=True, language='por', sidecar=txtFilePath)
show_text("PDF processado com sucesso!", self)
#Exporta as coordenadas encontradas para um arquivo CSV
def export_csv(self):
#matches = match_string()
matches = self.text.get("2.0","end-1c")
splitChar = self.splitEntry.get()
if matches is None:
return
matchesAux = matches.split("\n")
matches = []
numChars = int(self.numCharsSpinbox.get())
if numChars > 0:
for matchAux in matchesAux:
matches.append(matchAux[:-numChars])
else:
matches = matchesAux
csvFilePath = os.path.splitext(self.fileLabel.cget("text"))[0] + '.csv'
if self.coordType.get() == "UTM":
with open(csvFilePath, 'w', newline='') as f:
writer = csv.writer(f)
writer.writerow('NE')
NList = []
EList = []
errorList = ''
for match in matches:
if self.varDecimal.get() == 0:
matchAux = match.replace('.','').replace(',','.')
else:
matchAux = match.replace(',','')
matchAux = re.sub(r'[^0-9.'+splitChar+']', '', matchAux)
[N, E] = matchAux.split(splitChar)
N = remove_extra_dot(N)
E = remove_extra_dot(E)
NList.append(N)
EList.append(E)
if (len(N) != mode_len(NList) or len(E) != mode_len(EList)):
errorList = errorList + match + '\n'
writer.writerow([N, E])
if errorList:
show_text('Coversão PDF -> TXT substituiu algum número da coordenada por letra, ou há caracteres faltando.\nClique novamente em "Encontrar" e edite-as na interface, ou diretamente no CSV.\n'+errorList, self)
print("Coordenadas com Erro: \n" + errorList)
if self.coordType.get() == "Lat-Long":
with open(csvFilePath, 'w', newline='') as f:
writer = csv.writer(f, quotechar = "@")
writer.writerow(["NOME","LONG","LAT"])
nameList = []
longList = []
latList = []
errorList = ''
for match in matches:
if self.varDecimal.get() == 0:
matchAux = match.replace('.','').replace(',','.')
else:
matchAux = match.replace(',','')
[cName, cLong, cLat] = matchAux.split(splitChar)
cLong = remove_extra_dot(cLong)
cLat = remove_extra_dot(cLat)
nameList.append(cName)
longList.append(cLong)
latList.append(cLat)
if (len(cLong) != mode_len(longList) or len(cLat) != mode_len(latList)):
errorList = errorList + match + '\n'
writer.writerow([cName, cLong, cLat])
if errorList:
show_text('Coversão PDF -> TXT substituiu algum número da coordenada por letra, ou há caracteres faltando.\nClique novamente em "Encontrar" e edite-as na interface, ou diretamente no CSV.\n'+errorList, self)
print("Coordenadas com Erro: \n" + errorList)
#Encontra as coordenadas no arquivo TXT, utilizando-se de regras de Regex (https://docs.python.org/3/library/re.html)
def match_string(self):
txtFilePath = os.path.splitext(self.fileLabel.cget("text"))[0] + '.txt'
self.window.update()
# print (window.winfo_width())
# print (window.winfo_height())
# print (window.winfo_geometry())
if not os.path.exists(txtFilePath):
show_text("Arquivo não encontrado: "+txtFilePath, self)
return None
with open(txtFilePath, 'r', encoding='UTF-8') as txtFile:
txtData = txtFile.read()
startPattern = self.startEntry.get()
endPattern = self.endEntry.get()
string = ''
if startPattern[0].isalpha() or startPattern[0]=='\\':
if endPattern[0].isalpha() or endPattern[0]=='\\':
pattern = startPattern + '.{10,100}?' + endPattern
else:
pattern = startPattern + '.{10,100}?\\' + endPattern
else:
if endPattern[0].isalpha() or endPattern[0]=='\\':
pattern = '\\' + startPattern + '.{10,100}?' + endPattern
else:
pattern = '\\' + startPattern + '.{10,100}?\\' + endPattern
matchesAux = []
matches = re.findall(pattern, txtData, flags=re.DOTALL)
for match in matches:
if match == matches[-1]:
match = re.sub(r"[\r\n]+", " ", match)
string = string + match
matchesAux.append(match)
else:
match = re.sub(r"[\r\n]+", " ", match)
string = string + match + '\n'
matchesAux.append(match)
if matches:
string = re.sub(' {2,}', ' ',string)
show_text("Coordenadas encontradas: "+str(len(matches))+"\n"+string, self)
return matchesAux
else:
show_text("O padrão especificado não foi encontrado.", self)
return None
class GUI():
def __init__(self):
super().__init__()
#Cria a janela principal
self.window = tk.Tk()
self.window.title(appName)
self.window.geometry("665x697")
self.window.configure(background="white")
self.window.resizable(0,0)
self.window.iconbitmap("favicon.ico")
#Define estilo para os elementos gráficos
self.style = ttk.Style()
#self.style.theme_use('clam')
self.style.configure('TButton', font=('Helvetica', 10), background='white', foreground='black')
self.style.configure('TLabel', font=('Helvetica', 10), background='white', foreground='black')
self.style.configure('TEntry', font=('Helvetica', 10), background='white', foreground='black')
self.style.configure('TCheckbutton', font=('Helvetica', 10), background='white', foreground='black')
self.style.configure('TOptionMenu', font=('Helvetica', 10), background='white', foreground='black')
#Cria 3 frames na janela
self.frameTop = tk.Frame(self.window, bg="white")
self.frameMiddle = tk.Frame(self.window, bg="white")
self.frameBottom = tk.Frame(self.window, bg="white")
#Cria e adiciona elementos ao frame superior
self.fileLabel = ttk.Label(self.frameTop, text="Selecione o arquivo PDF/TXT:")
self.fileLabel.pack(side="top")
self.fileButton = tk.Button(self.frameTop, text="Selecionar", command=lambda: pick_file(self))
self.fileButton.pack(side="top")
self.startLabel = ttk.Label(self.frameTop, text="Digite o início do padrão:")
self.startLabel.pack(anchor='c')
self.startEntry = ttk.Entry(self.frameTop)
self.startEntry.pack(anchor='c')
self.endLabel = ttk.Label(self.frameTop, text="Digite o final do padrão:")
self.endLabel.pack(anchor='c')
self.endEntry = ttk.Entry(self.frameTop)
self.endEntry.pack(anchor='c')
self.splitLabel = ttk.Label(self.frameTop, text="Digite o caractere de separação:")
self.splitLabel.pack()
self.splitEntry = ttk.Entry(self.frameTop)
self.splitEntry.pack()
self.numCharsLabel = ttk.Label(self.frameTop, text="Qtd de caracteres para remover do fim:")
self.numCharsLabel.pack()
self.numCharsDefault = StringVar(self.frameTop)
self.numCharsDefault.set('0')
self.numCharsSpinbox = ttk.Spinbox(self.frameTop, from_=0, to=50, width=5, textvariable=self.numCharsDefault)
self.numCharsSpinbox.pack()
self.varText = tk.IntVar()
self.checkText = ttk.Checkbutton(self.frameTop, text='PDF é Texto',variable=self.varText, onvalue=1, offvalue=0)
self.checkText.pack(anchor="sw",side="left")
self.varDecimal = tk.IntVar()
self.checkDecimal = ttk.Checkbutton(self.frameTop, text='Decimal Americano',variable=self.varDecimal, onvalue=1, offvalue=0)
self.checkDecimal.pack(anchor="sw",side="left")
self.coordType = StringVar(self.frameTop)
self.coordValues = ["","UTM", "Lat-Long"]
self.coordType.set(self.coordValues[1])
self.coordOption = ttk.OptionMenu(self.frameTop, self.coordType, *self.coordValues)
self.coordOption.pack(anchor="se",side="right")
#Cria e adiciona elementos ao frame intermediário (saída de dados)
self.outputFrame = ttk.Frame(self.frameMiddle)
self.outputLabel = ttk.Label(self.outputFrame, wraplength=500, justify="left")
self.outputLabel.pack(side="left")
self.text = tk.Text(self.outputLabel)
self.text.grid(row=0, column=1)
self.yscrollbar = ttk.Scrollbar(self.outputFrame, orient="vertical", command=self.text.yview)
self.yscrollbar.pack(side="right", fill="y")
self.outputFrame.pack(fill="both", expand=True)
self.text.config(yscrollcommand=self.yscrollbar.set)
#Cria e adiciona elementos ao frame inferior
self.hoverLabel = ttk.Label(self.frameBottom, text="Informação")
self.hoverLabel.pack(anchor="sw",side="bottom")
self.matchButton = ttk.Button(self.frameBottom, text="Processar PDF", command=lambda: process_pdf(self))
self.matchButton.pack(side="top")
ttk.Label(self.frameBottom, text="").pack(side="right", fill="both", expand=True)
self.csvButton = ttk.Button(self.frameBottom, text="Gerar CSV", command=lambda: export_csv(self))
self.csvButton.pack(side="right")
ttk.Label(self.frameBottom, text="").pack(side="left", fill="both", expand=True)
self.matchButton = ttk.Button(self.frameBottom, text="Encontrar", command=lambda: match_string(self))
self.matchButton.pack(side="left")
#Cria e adiciona o tooltip com informações
self.tooltip = ttk.Label(self.window, text="Use [] para fazer um OU(lógico) dos elementos. \n Exemplo: Utilize )[,.] para encontrar strings que contenham ), ou ). ")
self.tooltip.configure(background="#f0f0f0", foreground="black", font=("Helvetica", 10))
self.tooltip.bind("<Enter>", lambda event: self.tooltip.place(relx=0.5, rely=0.5, anchor="c"))
self.tooltip.bind("<Leave>", lambda event: self.tooltip.place_forget())
self.hoverLabel.bind("<Enter>", lambda event: self.tooltip.place(relx=0.5, rely=0.5, anchor="c"))
self.hoverLabel.bind("<Leave>", lambda event: self.tooltip.place_forget())
#Define e posiciona os 3 frames na janela
self.frameTop.pack(side="top",fill="both", expand=True)
self.frameMiddle.pack(fill="both", expand=True)
self.frameBottom.pack(side="bottom",fill="both", expand=True)
self.window.mainloop()
def main():
GUI()
if __name__ == "__main__":
main()