import pandas as pd import json from os import remove def initial_parse(name, url): table_MN = pd.read_html(url) df = table_MN[0] df.columns = ['Curso', 'Nombre', 'c', 'Dias', 'Hora', 'Salon'] upi = df[['Curso', 'Nombre', 'Dias', 'Hora', 'Salon']] # print(upi.head()) # print(upi.to_json(orient='records')) # puedes usar esta alternativa o la de la linea 17 # upi.to_json(r'C:\Users\diego\Documents\miupi_parse\soup\file.json') upi.to_json(f'{name}_temp.json', orient='records') def final_parse(name): with open(f"{name}_temp.json") as f_in: data = json.load(f_in) newdata = [] for item in data: if(item["Curso"] == None): pass else: course = {} course["Curso"] = item["Curso"][0:8] course["Seccion"] = item["Curso"][9:12] info = item["Nombre"].split("Profesor: ") if((profesor := info[1][0:-11]) != ""): course["Profesor"] = profesor else: course["Profesor"] = "TBA" course["Creditos"] = info[1][-1] course["Nombre"] = info[0][0:-1] course["Dias"] = item["Dias"].split(" ") horario = [] if(item["Hora"] != None): for i in range(len(course["Dias"])): horario.append(item["Hora"][15*i:15*(i+1)]) else: horario.append("TBA") course["Horario"] = horario salones_raw = item["Salon"].split("Edificio: ") salones = [] for i in salones_raw: if(i != "-" and i != "- " and i != ""): salones.append(i[:-1]) course["Salones"] = salones course["Info_Extra"] = item["Curso"][13:-1] newdata.append(course) with open(f'{name}.json', 'w') as f_out: json.dump(newdata, f_out) if __name__ == "__main__": faculty_urls = {"Asuntos_Aca": "https://miupi.uprrp.edu/horarios/RBA120_AA.HTML", "Admi": "https://miupi.uprrp.edu/horarios/RBA120_AE.HTML", "Admi_Grad": "https://miupi.uprrp.edu/horarios/RBA120_AE2.HTML", "Arqui": "https://miupi.uprrp.edu/horarios/RBA120_AQ.HTML", "Arqui_Grad": "https://miupi.uprrp.edu/horarios/RBA120_AQ2.HTML", "Ciencia_Tech_Info_Grad": "https://miupi.uprrp.edu/horarios/RBA120_CB.HTML", "Ciencias_Militares": "https://miupi.uprrp.edu/horarios/RBA120_CM.HTML", "Naturales": "https://miupi.uprrp.edu/horarios/RBA120_CN.HTML", "Naturales_Grad": "https://miupi.uprrp.edu/horarios/RBA120_CN2.HTML", "Comunicaciones": "https://miupi.uprrp.edu/horarios/RBA120_CP.HTML", "Comunicaciones_Grad": "https://miupi.uprrp.edu/horarios/RBA120_CP2.HTML", "Sociales": "https://miupi.uprrp.edu/horarios/RBA120_CS.HTML", "Sociales_Grad": "https://miupi.uprrp.edu/horarios/RBA120_CS2.HTML ", "Derecho": "https://miupi.uprrp.edu/horarios/RBA120_DE.HTML", "Educacion_Continua": "https://miupi.uprrp.edu/horarios/RBA120_EC.HTML", "Educacion": "https://miupi.uprrp.edu/horarios/RBA120_ED.HTML", "Educacion_Grad": "https://miupi.uprrp.edu/horarios/RBA120_ED2.HTML", "Generales": "https://miupi.uprrp.edu/horarios/RBA120_EG.HTML", "Humanidades": "https://miupi.uprrp.edu/horarios/RBA120_HU.HTML", "Humanidades_Grad": "https://miupi.uprrp.edu/horarios/RBA120_HU2.HTML", "Planificacion": "https://miupi.uprrp.edu/horarios/RBA120_PL.HTML"} #initial_parse("Naturales", faculty_urls["Naturales"]) for key in faculty_urls: initial_parse(key, faculty_urls[key]) final_parse(key) remove(f"{key}_temp.json")