From b5e17c4a85c4ec3d6e0fd93acb60d1fbd9c81ac5 Mon Sep 17 00:00:00 2001 From: WhizSid Date: Sun, 30 Jul 2023 16:49:36 +0530 Subject: [PATCH 1/4] Linkedin Scraper --- modules/li8fn3bk0jnl6h7inw9x/LICENSE | 674 +++++++++++++++++ modules/li8fn3bk0jnl6h7inw9x/README.md | 17 + .../li8fn3bk0jnl6h7inw9x.egg-info/PKG-INFO | 5 + .../li8fn3bk0jnl6h7inw9x.egg-info/SOURCES.txt | 9 + .../dependency_links.txt | 1 + .../requires.txt | 7 + .../top_level.txt | 1 + .../li8fn3bk0jnl6h7inw9x/__init__.py | 686 ++++++++++++++++++ .../__pycache__/__init__.cpython-310.pyc | Bin 0 -> 17103 bytes modules/li8fn3bk0jnl6h7inw9x/setup.py | 13 + ...mplementation.cpython-310-pytest-7.4.0.pyc | Bin 0 -> 1039 bytes .../tests/test_implementation.py | 11 + 12 files changed, 1424 insertions(+) create mode 100644 modules/li8fn3bk0jnl6h7inw9x/LICENSE create mode 100644 modules/li8fn3bk0jnl6h7inw9x/README.md create mode 100644 modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x.egg-info/PKG-INFO create mode 100644 modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x.egg-info/SOURCES.txt create mode 100644 modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x.egg-info/dependency_links.txt create mode 100644 modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x.egg-info/requires.txt create mode 100644 modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x.egg-info/top_level.txt create mode 100644 modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x/__init__.py create mode 100644 modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x/__pycache__/__init__.cpython-310.pyc create mode 100644 modules/li8fn3bk0jnl6h7inw9x/setup.py create mode 100644 modules/li8fn3bk0jnl6h7inw9x/tests/__pycache__/test_implementation.cpython-310-pytest-7.4.0.pyc create mode 100644 modules/li8fn3bk0jnl6h7inw9x/tests/test_implementation.py diff --git a/modules/li8fn3bk0jnl6h7inw9x/LICENSE b/modules/li8fn3bk0jnl6h7inw9x/LICENSE new file mode 100644 index 0000000..f288702 --- /dev/null +++ b/modules/li8fn3bk0jnl6h7inw9x/LICENSE @@ -0,0 +1,674 @@ + GNU GENERAL PUBLIC LICENSE + Version 3, 29 June 2007 + + Copyright (C) 2007 Free Software Foundation, Inc. + Everyone is permitted to copy and distribute verbatim copies + of this license document, but changing it is not allowed. + + Preamble + + The GNU General Public License is a free, copyleft license for +software and other kinds of works. + + The licenses for most software and other practical works are designed +to take away your freedom to share and change the works. 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Interpretation of Sections 15 and 16. + + If the disclaimer of warranty and limitation of liability provided +above cannot be given local legal effect according to their terms, +reviewing courts shall apply local law that most closely approximates +an absolute waiver of all civil liability in connection with the +Program, unless a warranty or assumption of liability accompanies a +copy of the Program in return for a fee. + + END OF TERMS AND CONDITIONS + + How to Apply These Terms to Your New Programs + + If you develop a new program, and you want it to be of the greatest +possible use to the public, the best way to achieve this is to make it +free software which everyone can redistribute and change under these terms. + + To do so, attach the following notices to the program. It is safest +to attach them to the start of each source file to most effectively +state the exclusion of warranty; and each file should have at least +the "copyright" line and a pointer to where the full notice is found. + + + Copyright (C) + + This program is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. + + This program is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. + + You should have received a copy of the GNU General Public License + along with this program. If not, see . + +Also add information on how to contact you by electronic and paper mail. + + If the program does terminal interaction, make it output a short +notice like this when it starts in an interactive mode: + + Copyright (C) + This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. + This is free software, and you are welcome to redistribute it + under certain conditions; type `show c' for details. + +The hypothetical commands `show w' and `show c' should show the appropriate +parts of the General Public License. Of course, your program's commands +might be different; for a GUI interface, you would use an "about box". + + You should also get your employer (if you work as a programmer) or school, +if any, to sign a "copyright disclaimer" for the program, if necessary. +For more information on this, and how to apply and follow the GNU GPL, see +. + + The GNU General Public License does not permit incorporating your program +into proprietary programs. If your program is a subroutine library, you +may consider it more useful to permit linking proprietary applications with +the library. If this is what you want to do, use the GNU Lesser General +Public License instead of this License. But first, please read +. diff --git a/modules/li8fn3bk0jnl6h7inw9x/README.md b/modules/li8fn3bk0jnl6h7inw9x/README.md new file mode 100644 index 0000000..08a77f1 --- /dev/null +++ b/modules/li8fn3bk0jnl6h7inw9x/README.md @@ -0,0 +1,17 @@ +# Linkedin post collector +Scrapes Linkedin, slowly & respectully. - https://linkedin.com +for latest comments & threads, with anon-ised authors. +Thank you, Linkedin. + + + +#### This package is part of [exorde_data](). + +- :warning: Exorde data is a modular scraping module that propose to it's users to install a wide range of sub-modules. + +- ⚠️ To avoid possible security risk with name pollution, each of our sub-modules is released with a random uuid[:15] name. + +**Instalation should be done trough the exorde_data module** +```bash +pip install exorde_data[reddit] +``` diff --git a/modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x.egg-info/PKG-INFO b/modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x.egg-info/PKG-INFO new file mode 100644 index 0000000..f55a8c1 --- /dev/null +++ b/modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x.egg-info/PKG-INFO @@ -0,0 +1,5 @@ +Metadata-Version: 2.1 +Name: li8fn3bk0jnl6h7inw9x +Version: 0.0.1 +Provides-Extra: dev +License-File: LICENSE diff --git a/modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x.egg-info/SOURCES.txt b/modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x.egg-info/SOURCES.txt new file mode 100644 index 0000000..7cbee55 --- /dev/null +++ b/modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x.egg-info/SOURCES.txt @@ -0,0 +1,9 @@ +LICENSE +README.md +setup.py +li8fn3bk0jnl6h7inw9x/__init__.py +li8fn3bk0jnl6h7inw9x.egg-info/PKG-INFO +li8fn3bk0jnl6h7inw9x.egg-info/SOURCES.txt +li8fn3bk0jnl6h7inw9x.egg-info/dependency_links.txt +li8fn3bk0jnl6h7inw9x.egg-info/requires.txt +li8fn3bk0jnl6h7inw9x.egg-info/top_level.txt \ No newline at end of file diff --git a/modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x.egg-info/dependency_links.txt b/modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x.egg-info/dependency_links.txt new file mode 100644 index 0000000..8b13789 --- /dev/null +++ b/modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x.egg-info/dependency_links.txt @@ -0,0 +1 @@ + diff --git a/modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x.egg-info/requires.txt b/modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x.egg-info/requires.txt new file mode 100644 index 0000000..926dd20 --- /dev/null +++ b/modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x.egg-info/requires.txt @@ -0,0 +1,7 @@ +selenium==4.2.0 +exorde_data + +[dev] +pytest +pytest-cov +pytest-asyncio diff --git a/modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x.egg-info/top_level.txt b/modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x.egg-info/top_level.txt new file mode 100644 index 0000000..c98ab1e --- /dev/null +++ b/modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x.egg-info/top_level.txt @@ -0,0 +1 @@ +li8fn3bk0jnl6h7inw9x diff --git a/modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x/__init__.py b/modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x/__init__.py new file mode 100644 index 0000000..8c55d44 --- /dev/null +++ b/modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x/__init__.py @@ -0,0 +1,686 @@ +import subprocess +import os +from time import sleep +import random +import re +from typing import AsyncGenerator +from urllib.parse import urlunparse, urlparse +from datetime import datetime + +import logging +import asyncio +import hashlib +import pickle +from exorde_data import ( + Item, + Content, + Author, + CreatedAt, + Title, + Url, + Domain, + ExternalId, + ExternalParentId +) + +from dotenv import dotenv_values +from selenium import webdriver +from selenium.webdriver.chrome.options import Options as ChromeOptions +from selenium.common import exceptions +from selenium.webdriver.support.ui import WebDriverWait +from selenium.webdriver.common.by import By +from selenium.webdriver.remote.webelement import WebElement +from selenium.webdriver.support import expected_conditions as EC +from selenium.webdriver.common.keys import Keys +from selenium.webdriver.common.window import WindowTypes + +USER_AGENT = "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36" +COOKIE_NAME = "linkedin_cookies.pkl" +DOMAIN = "www.linkedin.com" +# timeouts +PAGE_LOAD_WAIT_MIN_TIME = 1 +PAGE_LOAD_WAIT_MAX_TIME = 2 +FIND_ELEMENT_TIMEOUT = 2 +# other search options +SORT_BY = "Latest" +DATE_POSTED = "Past month" +# default values +DEFAULT_OLDNESS_SECONDS = 120 +DEFAULT_MAXIMUM_ITEMS = 25 +DEFAULT_MIN_POST_LENGTH = 10 + +global driver +driver = None + + +def wait_page_load(): + sleep(random.uniform(PAGE_LOAD_WAIT_MIN_TIME, PAGE_LOAD_WAIT_MAX_TIME)) + + +def check_env() -> dict: + # Checking the environment variables + configs = dotenv_values(".env") + username = configs["LINKEDIN_USERNAME"] + password = configs["LINKEDIN_PASSWORD"] + + return { + "username": username, + "password": password + } + + +def init_driver(headless=True, show_images=False, firefox=False): + """ initiate a chromedriver or firefoxdriver instance + --option : other option to add (str) + """ + global driver + options = ChromeOptions() + # driver_path = chromedriver_autoinstaller.install() + logging.info("Adding options to Chromium Driver") + binary_path = get_chrome_path() + options.binary_location = binary_path + logging.info(f"\tSelected Chrome executable path = {binary_path}") + options.add_argument("--no-sandbox") + # Disable features that might betray automation + options.add_argument("--disable-blink-features") + # Disables a Chrome flag that shows an 'automation' toolbar + options.add_argument("--disable-blink-features=AutomationControlled") + options.add_experimental_option( + "excludeSwitches", ["enable-automation"]) # Disable automation flags + # Disable automation extensions + options.add_experimental_option('useAutomationExtension', False) + # Ensure GUI is off. Essential for Docker. + options.add_argument("--disable-dev-shm-usage") + # options.add_argument("user-data-dir=selenium") + options.add_argument("disable-infobars") + selected_user_agent = USER_AGENT + options.add_argument(f'user-agent={selected_user_agent}') + logging.info("\tselected_user_agent : %s", selected_user_agent) + + if headless is True: + options.add_argument("--headless") + options.add_argument('--disable-gpu') + options.headless = True + else: + options.headless = False + options.add_argument('log-level=3') + + driver_path = '/opt/homebrew/bin/chromedriver' + logging.info(f"Opening driver from path = {driver_path}") + driver = webdriver.Chrome(options=options, executable_path=driver_path) + + driver.set_page_load_timeout(7) + return driver + +def check_and_kill_processes(process_names): + for process_name in process_names: + try: + # Find processes by name + result = subprocess.check_output(['pgrep', '-f', process_name]) + # If the previous command did not fail, we have some processes to kill + if result: + logging.info( + f"[Linkedin] Killing old chrome processes for: {process_name}") + subprocess.run(["pkill", "-f", process_name]) + except subprocess.CalledProcessError: + # If pgrep fails to find any processes, it throws an error. We catch that here and assume no processes are running + logging.info( + f"[Linkedin] No running chrome processes found for: {process_name}") + + +def get_chrome_path(): + return "/Applications/Google Chrome.app/Contents/MacOS/Google Chrome" + if os.path.isfile('/usr/bin/chromium-browser'): + return '/usr/bin/chromium-browser' + elif os.path.isfile('/usr/bin/chromium'): + return '/usr/bin/chromium' + elif os.path.isfile('/usr/bin/chrome'): + return '/usr/bin/chrome' + elif os.path.isfile('/usr/bin/google-chrome'): + return '/usr/bin/google-chrome' + else: + return None + + +def read_parameters(parameters): + # Check if parameters is not empty or None + if parameters and isinstance(parameters, dict): + try: + max_oldness_seconds = parameters.get( + "max_oldness_seconds", DEFAULT_OLDNESS_SECONDS) + except KeyError: + max_oldness_seconds = DEFAULT_OLDNESS_SECONDS + + try: + maximum_items_to_collect = parameters.get( + "maximum_items_to_collect", DEFAULT_MAXIMUM_ITEMS) + except KeyError: + maximum_items_to_collect = DEFAULT_MAXIMUM_ITEMS + + try: + min_post_length = parameters.get( + "min_post_length", DEFAULT_MIN_POST_LENGTH) + except KeyError: + min_post_length = DEFAULT_MIN_POST_LENGTH + else: + # Assign default values if parameters is empty or None + max_oldness_seconds = DEFAULT_OLDNESS_SECONDS + maximum_items_to_collect = DEFAULT_MAXIMUM_ITEMS + min_post_length = DEFAULT_MIN_POST_LENGTH + + return max_oldness_seconds, maximum_items_to_collect, min_post_length + + +def save_cookies(driver_): + # Save cookies + logging.info("[Linkedin] Saving cookies.") + pickle.dump(driver_.get_cookies(), open(COOKIE_NAME, "wb")) + logging.info("[Linkedin] Saved cookies.") + + +def clear_cookies(): + """ + Clearing cookies + """ + try: + logging.info("[Linkedin] Clearing cookies.") + open(COOKIE_NAME, "wb").close() + logging.info("[Linkedin] Cleared cookies.") + except Exception as e: + logging.info("[Linkedin] Clear cookies error: %s", e) + + +def load_cookies(_driver) -> int: + """ + Loading the cookies + """ + try: + logging.info("[Linkedin] Loading cookies from file") + cookies = pickle.load(open(COOKIE_NAME, "rb")) + logging.info("[Linkedin] Cookie file loaded") + except: + cookies = [] + logging.info("[Linkedin] Cookie file not found.") + return 0 + + cookies_added = 0 + + for cookie in cookies: + logging.info("\t-%s", cookie) + # Add each cookie to the browser + # Check if the cookie is expired + if 'expiry' in cookie and datetime.fromtimestamp(cookie['expiry']) < datetime.now(): + logging.info("[Linkedin] Cookie expired") + else: + try: + driver.add_cookie(cookie) + cookies_added += 1 + except exceptions.InvalidCookieDomainException as e: + logging.info("[Linkedin] Not importable cookie: %s", e) + except: + logging.info("[Linkedin] Error for cookie %s", cookie) + cookies_not_imported += 1 + logging.info("[Linkedin] Imported %s cookies.", cookies_added) + return cookies_added + + +def get_post_time(post_id: str) -> datetime: + """ + Retreiving the post/comment time using the id of the URL + """ + post_id_int = int(post_id) + post_id_bin = bin(post_id_int)[2:43] + post_id_dec = int(post_id_bin, 2) + return datetime.utcfromtimestamp(post_id_dec/1000) + + +def login() -> bool: + """ + Login using the credentials provided in the configurations + """ + global driver + + sleep(random.uniform(0, 1)) + driver.get(f"https://{DOMAIN}") + load_cookies(driver) + driver.refresh() + wait_page_load() + + if "authwall" in driver.current_url: + driver.get(f"https://{DOMAIN}") + wait_page_load() + + if "feed" in driver.current_url: # Logged in + return True + + wait = WebDriverWait(driver, 10) + + credentials = check_env() + + logging.info("[Linkedin] Waiting till the login form loaded") + el = wait.until(EC.visibility_of_element_located((By.ID, "session_key"))) + logging.info("[Linkedin] Loaded the username field") + el.send_keys(credentials["username"]) + el.send_keys(Keys.TAB) + logging.info("[Linkedin] Waiting till the password field loaded") + el = wait.until(EC.visibility_of_element_located( + (By.ID, "session_password"))) + logging.info("[Linkedin] Loaded the password field") + el.send_keys(credentials["password"]) + el.send_keys(Keys.ENTER) + wait_page_load() + if "feed" not in driver.current_url: + logging.error("[Linkedin] Security confirmation") + return False + + return True + +def navigate_search_page_using_url(keyword: str): + """ + Navigating to the search results page by directly using the URL + """ + global driver + date_posted = "past-24h" + if DATE_POSTED == "Past month": + date_posted = "past-month" + elif DATE_POSTED == "Past week": + date_posted = "past-week" + + sort_by = "relevance" + if SORT_BY == "Latest": + sort_by = "date_posted" + + url = urlunparse(("https", DOMAIN, "/search/results/content/", None, + f"datePosted=\"{date_posted}\"&keywords={keyword}&origin=FACETED_SEARCH&sortBy=\"{sort_by}\"", None)) + driver.get(url) + + wait_page_load() + +def load_all_replies(): + """ + Loading all replie comments for loaded comments + """ + global driver + logging.info("[Linkedin] Loading all the replies") + prev_reply_btns = driver.find_elements_by_class_name("show-prev-replies") + while len(prev_reply_btns) > 0: + for prev_reply_btn in prev_reply_btns: + driver.execute_script( + "arguments[0].click();", prev_reply_btn) + sleep(random.uniform(.2, 1)) + wait_page_load() + prev_reply_btns = driver.find_elements_by_class_name( + "show-prev-replies") + + +def author_url_to_id(author_url: str) -> str: + """ + Converting the author url to id + """ + author_url_parsed = urlparse(author_url) + author_url_path = author_url_parsed.path + sha1 = hashlib.sha1() + sha1.update(author_url_path.encode()) + return sha1.hexdigest() + + +def load_more_comments() -> bool: + """ + Loading more comments to the list + """ + global driver + + logging.info("[Linkedin] Loading more comments") + load_link = None + try: + load_link = driver.find_element_by_xpath( + "//button[.//*[contains(.,'Load more comments')]]") + except Exception as e: + logging.error("[Linkedin] Could not find load comments button") + return False + + if load_link is None: + return False + + load_link.click() + wait_page_load() + return True + + +async def scrape_comment_list(post_url: str, maximum_items_to_collect: int, min_post_length: int, max_oldness_seconds: int) -> AsyncGenerator[Item, None]: + """ + Scraping the comment list of a post + """ + global driver + + wait_cpy_btn = WebDriverWait(driver, 4) + + driver.switch_to.new_window(WindowTypes.TAB) + + driver.get(post_url) + wait_page_load() + + load_all_replies() + + comments_count = 0 + comment_id = 0 + last_comment_urn = None + while comments_count < maximum_items_to_collect: + comment_el = None + try: + comment_el = driver.find_element_by_xpath( + f"(//*[contains(concat(' ', normalize-space(@class), ' '), ' comments-comment-item ')])[{comment_id + 1}]") + except Exception as e: + logging.error("[Linkedin] Could not find any new comments.") + + if comment_el is None: + if not load_more_comments(): + break + else: + load_all_replies() + continue + + class_attr = comment_el.get_attribute("class") + is_reply = "reply" in class_attr; + + author_el = comment_el.find_element_by_xpath( + "//a[contains(@href, '/in/') or contains(@href, '/company/')]") + author_url = author_el.get_attribute("href") + author_val = author_url_to_id(author_url) + + content_el = comment_el.find_element_by_class_name( + "update-components-text") + text_content = content_el.get_attribute("textContent") + text_content = re.sub("( +)", " ", text_content) # Replacing spaces + # Replacing single lines + text_content = re.sub( + "[^\s|^](( +)|)\n(( +)|)([^\s]|$)", "\n", text_content) + # Replacing multiple new lines with a single line + text_content = re.sub( + "([\s]+|)\n([\s]+|)\n([\s]+|)", "\n\n", text_content) + text_content = text_content.strip() + + comment_urn = None + try: + logging.info("[Linkedin] Finding the comment id element") + id_el = comment_el.find_element_by_xpath("//*[@data-id]") + comment_urn = id_el.get_attribute("data-id") + except Exception as e: + logging.error("[Linkedin] Could not find the comment id element") + + if comment_urn is None: + comment_id = comment_id + 1 + continue + + activity_id = comment_urn[25:44] + + if not is_reply: + last_comment_urn = comment_urn + + logging.info("[Linkedin] Fetching the comment URL using the clipboard") + + comment_url = None + if is_reply: + comment_url = urlunparse(("https", DOMAIN, "/feed/update/urn:li:activity:"+activity_id, None, + f"commentUrn={last_comment_urn}&replyUrn={comment_urn}", None)) + else: + comment_url = urlunparse(("https", DOMAIN, "/feed/update/urn:li:activity:"+activity_id, None, + f"commentUrn={last_comment_urn}", None)) + + external_id = comment_urn[45:64] + + logging.info( + "[Linkedin] Calculating the comment time using comment url %s", comment_url) + comment_time: datetime = get_post_time(external_id) + + if (datetime.utcnow() - comment_time).seconds > max_oldness_seconds: + logging.info( + "[Linkedin] Comment excluded due to time. %s", comment_time) + break + + logging.info("[Linkedin] Comment time calculated %s", comment_time) + comment_timestamp = comment_time.isoformat("T") + "Z" + + item = Item(created_at=CreatedAt(comment_timestamp), + domain=Domain(DOMAIN), + url=Url(comment_url), + content=Content(text_content), author=Author(author_val), external_id=ExternalId(external_id)) + + yield item + comment_id = comment_id + 1 + driver.close() + driver.switch_to.window(driver.window_handles[0]) + + +async def scrape_post_list(list_index: int, maximum_items_to_collect: int, min_post_length: int, max_oldness_seconds: int) -> AsyncGenerator[Item, None]: + """ + Scraping the post list + """ + global driver + + wait = WebDriverWait(driver, 2) + wait_cpy_btn = WebDriverWait(driver, 4) + + post_list = None + try: + post_list = wait.until(EC.visibility_of_element_located( + (By.XPATH, f"(//ul[contains(@class,'reusable-search__entity-result-list')])[{list_index + 1}]"))) + except Exception as e: + logging.error("[Linkedin] Post list not found") + return + + post_id = 0 + post_count = 0 + while post_count < maximum_items_to_collect: + post = None + try: + logging.info( + f"[Linkedin] Trying to find the {post_id+1}th post of the current list") + post = post_list.find_element_by_xpath(f"(./li)[{post_id+1}]") + except Exception as e: + logging.error( + f"[Linkedin] No more posts in the current list. Exception:- %s", e) + + if post is None: + break + + logging.info("[Linkedin] Processing post #%s", post_id) + + driver.execute_script( + "arguments[0].setAttribute('id', arguments[1]);", post, "exPost"+str(post_id)) + + driver.execute_script("arguments[0].scrollIntoView(true);", post) + sleep(random.uniform(.2, 1)) + + text_content_el = None + try: + logging.info( + "[Linkedin] Finding the text content element of the post") + text_content_el = wait.until(EC.visibility_of_element_located( + (By.CSS_SELECTOR, f"#exPost{post_id} .update-components-text"))) + except Exception as e: + logging.error( + "[Linkedin] Could not find the text element of the post. %s", e) + + if text_content_el is None: + post_id = post_id + 1 + continue + + text_content = text_content_el.get_attribute("textContent") + text_content = re.sub("( +)", " ", text_content) # Replacing spaces + # Replacing single lines + text_content = re.sub( + "[^\s|^](( +)|)\n(( +)|)([^\s]|$)", "\n", text_content) + # Replacing multiple new lines with a single line + text_content = re.sub( + "([\s]+|)\n([\s]+|)\n([\s]+|)", "\n\n", text_content) + text_content = text_content.strip() + + if len(text_content) < min_post_length: + post_id = post_id + 1 + logging.info( + "[Linkedin] Post excluded due to length. %s", text_content) + continue + + author_el = None + try: + logging.info("[Linkedin] Finding the author name element") + + author_el = post.find_element_by_xpath( + "//a[contains(@href, '/in/') or contains(@href, '/company/')]") + except Exception as e: + logging.error( + "[Linkedin] Could not find the author name element. Exception:- %s", e) + + if author_el is None: + post_id = post_id + 1 + continue + + author_url = author_el.get_attribute("href") + author_id = author_url_to_id(author_url) + + urn = None + try: + urn_el = post.find_element_by_xpath('//*[@data-urn]') + urn = urn_el.get_attribute("data-urn") + except Exception as e: + logging.error("[Linkedin] Could not find data URL") + + if urn is None: + post_id = post_id + 1 + continue + + + external_id = urn[16:] + + logging.info( + "[Linkedin] Calculating the post time using post id %s", external_id) + post_time: datetime = get_post_time(external_id) + + if (datetime.utcnow() - post_time).seconds > max_oldness_seconds: + logging.info("[Linkedin] Post excluded due to time. %s", post_time) + yield None + break + + logging.info("[Linkedin] Post time calculated %s", post_time) + post_timestamp = post_time.isoformat("T") + "Z" + + post_url = f"https://{DOMAIN}/feed/update/{urn}" + + item = Item(created_at=CreatedAt(post_timestamp), + domain=Domain(DOMAIN), + url=Url(post_url), + content=Content(text_content), author=Author(author_id), external_id=ExternalId(external_id)) + + post_count = post_count + 1 + logging.info("[Linkedin] Item yielded") + yield item + + async for comment_item in scrape_comment_list(post_url, maximum_items_to_collect-post_count, min_post_length, max_oldness_seconds): + yield comment_item + post_count = post_count + 1 + + sleep(random.uniform(1, 2)) + post_id = post_id + 1 + +def load_more_items(next_list_index: int) -> bool: + """ + Loading more items by clicking on the load more items button in search results page + """ + global driver + + wait = WebDriverWait(driver, 2) + + try: + logging.info("[Linkedin] Checking next list already loaded") + post_list = wait.until(EC.visibility_of_element_located( + (By.XPATH, f"(//ul[contains(@class,'reusable-search__entity-result-list')])[{next_list_index + 1}]"))) + return True + except Exception as e: + logging.info("[Linkedin] Next list not loaded yet") + + driver.execute_script("window.scrollTo(0, document.body.scrollHeight);") + + wait = WebDriverWait(driver, 5) + + try: + logging.info("[Linkedin] Checking next list loaded") + post_list = wait.until(EC.visibility_of_element_located( + (By.XPATH, f"(//ul[contains(@class,'reusable-search__entity-result-list')])[{next_list_index + 1}]"))) + return True + except Exception as e: + logging.info("[Linkedin] No any lists to load") + + return False + + +async def scrape(keyword: str, maximum_items_to_collect: int, min_post_length: int, max_oldness_seconds: int) -> AsyncGenerator[Item, None]: + global driver + + try: + check_and_kill_processes(["chromium", "chromedriver", "google-chrome"]) + except Exception as e: + logging.info("[Linkedin] Could not kill existing processes: %s", e) + + try: + logging.info("[Linkedin] Open driver") + driver = init_driver(headless=True) + logging.info("[Linkedin] Chrome Selenium Driver = %s", driver) + except Exception as e: + logging.info("[Linkedin] Exception during Twitter Init: %s", e) + + try: + logging.info("[Linkedin] Login") + if not (login()): + return + except Exception as e: + logging.info( + "[Linkedin] Could not login to the site. Exception: %s", e) + + try: + logging.info("[Linkedin] Navigating to the search page using URL") + navigate_search_page_using_url(keyword) + except Exception as e: + logging.info( + "[Linkedin] Could not navigate to the search page using URL. Exception:- %s", e) + + item_count = 0 + list_index = 0 + while item_count < maximum_items_to_collect: + time_gone = False + async for item in scrape_post_list(list_index, maximum_items_to_collect - item_count, min_post_length, max_oldness_seconds): + item_count = item_count + 1 + if item is None: + time_gone = True + break + yield item + if time_gone: + logging.info("[Linkedin] Exited due to expired posts") + break + try: + has_more_item = load_more_items(list_index + 1) + if not (has_more_item): + logging.info("[Linkedin] Do not have more items") + break + else: + list_index = list_index + 1 + except Exception as e: + logging.error( + "[Linkedin] Could not load more items. 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extras_require={"dev": ["pytest", "pytest-cov", "pytest-asyncio"]}, +) diff --git a/modules/li8fn3bk0jnl6h7inw9x/tests/__pycache__/test_implementation.cpython-310-pytest-7.4.0.pyc b/modules/li8fn3bk0jnl6h7inw9x/tests/__pycache__/test_implementation.cpython-310-pytest-7.4.0.pyc new file mode 100644 index 0000000000000000000000000000000000000000..c22012745a218b47fe67a91e91ff0dd0dd844b3e GIT binary patch literal 1039 zcmZuw%We}f6t!n2Gs)z!p()L6t1htQJJ-i&uFgGI&YR5;!TP@QjYJrspXP9Rxp3Hq zEq5UhL@-AkY`;$GItZiG>r}A0ak!rboxtWUucoz5&E}Ygosfou`k+BPQu&BZai>Y} zOBDIPpeEXlu&x}As2D@yJySI88TfovAgRLs3S0hw@E#LP9EPXp08Oz%6DYWbPWIM8 z#8b3~rjEiBM>(g?)SbBUHF1fj+%s>6-XM8hRnB~cXIMm#1t!a|k#)h?G>nM@jQfUR zGGJ7Qf5CWSYZ%6JTcc$7mhH|k2|j!CXzHmdAhn4%!>9NISO#kFS!n8EbXea4wO~PY zR|i8nKFS5@1YM?jIm=Eq6Dg@si#L{v@kS)WxBrsGhZb6iBM?@DC=x~L1G>VzlZHtV3TYM5Fq)qkXAmdy8J1jf8cic8z zN*iOA7M!N=n^n79jCE)|uv(2{vIW6;S9Lr*hd<#4_Wy_lfTEVJo?9sD0O)IR>ECkM z3N*hg=#gLwOuK+g>lPDD^UvJ>^x1Lgdf8QM+9}88m-V%mCSs_AM2@o_%dHyg)1`3L 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z2@SjS7;Ejp>>#j_l@@y-Uh-;-b*?Q$6Nlu2`+8`o{tAhSg<9=j%RroF5F@Ru+#F}< zh9iGb9fU6h0fqzC_WqO<=FGZY(2USDEb#VfYuPl zIa264+4%;a3Gx^N(2Jrbv*^krX9ty-2Gjt2en!5j`A)ju2=49)gTI6jMoX3GON~ zLm=*w3=ydwU&QYMng2~*WS(A(hGXUn_X?|Bmli=H~RZ!M>+9su((31T`g?W*_%P_V%yNVtlJxT{;&19VUdOwS^S$3U&ns>_AN)W~ zj?uU!>O0(POa|{(Q$++H>6P|}u(#V3%R9eaW87mNen}fO#{Bv&>wxB|mo$-9152l+ zbyf2zTF1ecG!15yWOiot(meW-R>7RT;5-w+RBcE2{rTnQ!#p;xlYM4CGS&mkrH1^_BGM^ku i9!VyKvZE)4(nH1M#OTOSW@c)p7WvgtW9Hb=cmFR7LH3&f From ddeaf768138834a77a29bd804aaa1ff1d0442718 Mon Sep 17 00:00:00 2001 From: WhizSid Date: Sun, 30 Jul 2023 17:06:34 +0530 Subject: [PATCH 4/4] Added text stripping procedure in a separate function --- .../li8fn3bk0jnl6h7inw9x/__init__.py | 29 +++++++++---------- 1 file changed, 13 insertions(+), 16 deletions(-) diff --git a/modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x/__init__.py b/modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x/__init__.py index 8c55d44..5d25b18 100644 --- a/modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x/__init__.py +++ b/modules/li8fn3bk0jnl6h7inw9x/li8fn3bk0jnl6h7inw9x/__init__.py @@ -323,6 +323,17 @@ def author_url_to_id(author_url: str) -> str: sha1.update(author_url_path.encode()) return sha1.hexdigest() +def strip_text_content(text_content: str) -> str: + """ Stripping extra whitespaces in a text content """ + text_content = re.sub("( +)", " ", text_content) # Replacing spaces + # Replacing single lines + text_content = re.sub( + "[^\s|^](( +)|)\n(( +)|)([^\s]|$)", "\n", text_content) + # Replacing multiple new lines with a single line + text_content = re.sub( + "([\s]+|)\n([\s]+|)\n([\s]+|)", "\n\n", text_content) + text_content = text_content.strip() + return text_content def load_more_comments() -> bool: """ @@ -391,14 +402,7 @@ async def scrape_comment_list(post_url: str, maximum_items_to_collect: int, min_ content_el = comment_el.find_element_by_class_name( "update-components-text") text_content = content_el.get_attribute("textContent") - text_content = re.sub("( +)", " ", text_content) # Replacing spaces - # Replacing single lines - text_content = re.sub( - "[^\s|^](( +)|)\n(( +)|)([^\s]|$)", "\n", text_content) - # Replacing multiple new lines with a single line - text_content = re.sub( - "([\s]+|)\n([\s]+|)\n([\s]+|)", "\n\n", text_content) - text_content = text_content.strip() + text_content = strip_text_content(text_content) comment_urn = None try: @@ -507,14 +511,7 @@ async def scrape_post_list(list_index: int, maximum_items_to_collect: int, min_p continue text_content = text_content_el.get_attribute("textContent") - text_content = re.sub("( +)", " ", text_content) # Replacing spaces - # Replacing single lines - text_content = re.sub( - "[^\s|^](( +)|)\n(( +)|)([^\s]|$)", "\n", text_content) - # Replacing multiple new lines with a single line - text_content = re.sub( - "([\s]+|)\n([\s]+|)\n([\s]+|)", "\n\n", text_content) - text_content = text_content.strip() + text_content = strip_text_content(text_content) if len(text_content) < min_post_length: post_id = post_id + 1