""" This is part of gobbo-datos Copyright Rodrigo Garcia 2025 """ import traceback from playwright.async_api import async_playwright from src.locators import locators from src.common.custom_logger import CustomLogger from src.common.selectors import get_selector_value, get_locator, is_element_located from src.common.time import random_sleep, today_yyyymmdd from src.common.csv import csv_write_headers, append_to_csv, csv_columnnames_exist from typing import List, Dict LOGGER = CustomLogger('gob.bo scraper ') class GobboScrapper: """Class that helps scraping gob.bo""" def __init__( self, width=1280, height=800, user_agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36", home_page='https://www.gob.bo/' ): self.width = width self.height = height self.user_agent = user_agent self.home_page = home_page self.page = None async def init(self, p): browser = await p.chromium.launch(headless=False) context = await browser.new_context( viewport={'width': self.width, 'height': self.height}, user_agent=self.user_agent, ) self.page = await context.new_page() async def goto_home(self): try: await self.page.goto(self.home_page, wait_until="networkidle", timeout=120000) except Exception as e: LOGGER.error(LOGGER.format_exception(e)) raise e async def enter_category(self, category: str): """Goes to the main page and loads the give category """ await self.goto_home() await random_sleep(2, 5.5) await self.page.locator(get_locator(locators['categorias']['linkPorNombre'], category)).click() await random_sleep(1, 2.2) async def get_procedure_elements(self) -> List: """Gets the list of procedure elements """ try: elements = await self.page.locator(get_locator(locators['listaTramites']['linkPorTramite'])).all() return elements except Exception as e: LOGGER.error("Can't get procedures links.") LOGGER.error(LOGGER.format_exception(e)) async def get_procedures_links(self) -> List[str]: """Get all links of procedures""" links = [] try: elements = await self.page.locator(get_locator(locators['listaTramites']['linkPorTramite'])).all() for element in elements: link_procedure = element.get_attribute("href") links.append(f'{self.home_page}/{link_procedure}') except Exception as e: LOGGER.error("Can't get procedures links.") LOGGER.error(LOGGER.format_exception(e)) return link async def get_text_from_all_elements(self, locator): """Gets the text from all elements that matches the locator. When there are multiple elements the text is concat with , If no element is found returns an empty string """ text = '' if await is_element_located(self.page, locator): web_elements = await self.page.locator(get_locator(locator)).all() if len(web_elements) == 1: return await web_elements[0].inner_text() for web_element in web_elements: text += await web_element.inner_text() + ',' return text async def scrape_procedure_by_url(self, url) -> Dict: """Examines the current page that should be a procedure and gets the data by scraping it. #TODO: Agregar duracion (en mas informacion) Returns: Dictionary with procedure data """ LOGGER.debug(f'Scraping Procedure {url}') try: await self.page.goto(url, wait_until="networkidle", timeout=120000) except Exception as e: LOGGER.error(LOGGER.format_exception(e)) raise e procedure = {} procedure['titulo'] = await self.get_text_from_all_elements(locators['tramites']['titulo']) LOGGER.debug(f' Title: {procedure["titulo"]}.') procedure['institucion'] = await self.get_text_from_all_elements( locators['tramites']['institucion'] ) procedure['descripcion'] = await self.get_text_from_all_elements( locators['tramites']['descripcion'] ) procedure['institucion'] = await self.get_text_from_all_elements( locators['tramites']['institucion']) procedure['contacto'] = await self.get_text_from_all_elements( locators['tramites']['contacto']) procedure['web'] = await self.get_text_from_all_elements( locators['tramites']['web']) procedure['institucion'] = await self.get_text_from_all_elements( locators['tramites']['institucion'] ) procedure['es_presencial'] = 0 procedure['es_en_linea'] = 0 tipoTramite1 = await self.get_text_from_all_elements( locators['tramites']['tipoTramite1']) if tipoTramite1.endswith('Presencial') is True: procedure['es_presencial'] = 1 if tipoTramite1.endswith('Línea') is True: procedure['es_en_linea'] = 1 else: tipoTramite2 = await self.get_text_from_all_elements( locators['tramites']['tipoTramite2']) if tipoTramite2.endswith('Presencial') is True: procedure['es_presencial'] = 1 if tipoTramite2.endswith('Línea') is True: procedure['es_en_linea'] = 1 procedure['requisitos'] = await self.get_text_from_all_elements( locators['tramites']['queNecesitoText']) procedure['procedimiento'] = await self.get_text_from_all_elements( locators['tramites']['comoYDondeTexto']) procedure['num_ubicaciones'] = 0 procedure['ubicaciones'] = await self.get_text_from_all_elements( locators['tramites']['direccionesTramite']) ubicaciones_elements = await self.page.locator( get_locator(locators['tramites']['direccionesTramite']) ).all() procedure['num_ubicaciones'] = len(ubicaciones_elements) procedure['info_adicional'] = await self.get_text_from_all_elements( locators['tramites']['masInfo']) procedure['ultima_actualizacion'] = await self.get_text_from_all_elements( locators['tramites']['ultimaActualizacion']) procedure['observaciones'] = await self.get_text_from_all_elements( locators['tramites']['observaciones']) procedure['costo_descripcion'] = await self.get_text_from_all_elements( locators['tramites']['costoTexto']) procedure['costo_montos'] = await self.get_text_from_all_elements( locators['tramites']['costoMontos']) procedure['costo_formas'] = await self.get_text_from_all_elements( locators['tramites']['costoFormas']) procedure['costo_conceptos'] = await self.get_text_from_all_elements( locators['tramites']['costoConceptos']) procedure['costo_ctas_bancarias'] = await self.get_text_from_all_elements( locators['tramites']['costoCtasBancarias']) r_green_elements = await self.page.locator( get_locator(locators['tramites']['rateGreen'])).count() r_yellow_elements = await self.page.locator( get_locator(locators['tramites']['rateYellow'])).count() r_red_elements = await self.page.locator( get_locator(locators['tramites']['rateRed'])).count() procedure['calificacion'] = r_green_elements + r_yellow_elements + r_red_elements return procedure async def scrape_entire_category(self, category: str, save_to_file=None) -> List[Dict]: """Gets all procedures data of the given category. Enters to each of procedures by click to them and returning to the original page. Parameters: category (str): Name of the category from the main page Returns: Dictionary with Procedures data """ # 1. Enters to the category await self.enter_category(category) procedures = [] pages = 0 LOGGER.info(f'Starting category {category}----------------------------------------------') procedure_urls = [] while True: LOGGER.info(f'----------- {category} - Page: {pages}') # Get procedures of the current page elements = await self.get_procedure_elements() # Scraping every procedure element for i, procedure_element in enumerate(elements): await elements[i].scroll_into_view_if_needed() procedure_urls.append(await elements[i].get_attribute('href')) # Next page if await is_element_located(self.page, locators['listaTramites']['pagSiguienteBtn']): LOGGER.info(f'Forwarding page {pages} \n\n') next_btn = self.page.locator( get_locator(locators['listaTramites']['pagSiguienteBtn']) ) await next_btn.scroll_into_view_if_needed() await random_sleep(2, 4) await next_btn.click() pages += 1 await random_sleep(0.4, 2) else: LOGGER.debug('Next page button not found. --------------------------------------') LOGGER.info(f'Total of {len(procedures)} - Category: {category} ({pages} pages)') break LOGGER.info('Getting procedures data.') for url in procedure_urls: # scrape procedure page #procedure = await self.scrape_current_procedure_page() procedure = await self.scrape_procedure_by_url(self.home_page + url) procedure['url'] = self.home_page + url procedure['categoria'] = category await random_sleep(0.5, 1.5) procedures.append(procedure) if save_to_file is not None: LOGGER.debug(f'Saving procedure to file {save_to_file}') csv_headers = list(procedure.keys()) if csv_columnnames_exist(save_to_file, csv_headers) is False: csv_write_headers(save_to_file, csv_headers) append_to_csv(procedure, csv_headers, save_to_file) LOGGER.debug('Added to csv.') LOGGER.debug(f'Saved procedures up to now: {len(procedures)}') return procedures