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import random
import time
import pandas as pd
from fastapi import FastAPI, HTTPException
from seleniumwire import webdriver
from selenium.webdriver.chrome.service import Service
from selenium.webdriver.common.action_chains import ActionChains
from selenium.webdriver.chrome.options import Options
from webdriver_manager.chrome import ChromeDriverManager
from webdriver_manager.core.driver_cache import DriverCacheManager
from selenium.webdriver.common.by import By
from fake_headers import Headers
from fastapi.middleware.cors import CORSMiddleware
import logging
from selenium_driverless import webdriver as webdriverless
proxy_username="ockzoweb"
proxy_password="23wxmulibzuq"
proxy_address="198.23.239.134"
proxy_port="6540"
proxy_url=f"http://{proxy_username}:{proxy_password}@{proxy_address}:{proxy_port}"
seleniumwire_options = {
"proxy": {
"http": proxy_url,
"https": proxy_url,
}
}
# Initialize FastAPI
app = FastAPI(
debug=True,
title="NextAnalytics Server",
consumes=["application/x-www-form-urlencoded", "multipart/form-data"],
docs_url='/swagger'
)
# Configure CORS
app.add_middleware(
CORSMiddleware,
allow_origins=["*"],
allow_credentials=True,
allow_methods=["*"],
allow_headers=["*"],
)
# Setup ChromeDriver and Selenium
# custom_wdm_cache = os.path.join(os.getcwd(), 'custom_wdm_cache')
# os.environ['WDM_LOCAL'] = custom_wdm_cache
# Setup logging
logging.basicConfig(level=logging.INFO)
def setup_chromedriver():
logging.info("Setting up ChromeDriver...")
# custom_wdm_cache = os.path.join(os.getcwd(), 'custom_wdm_cache')
# os.environ['WDM_LOCAL'] = custom_wdm_cache
# cache_manager = DriverCacheManager(custom_wdm_cache)
# os.chmod(custom_wdm_cache, 0o755) # Ensure proper permissions
# path = ChromeDriverManager(cache_manager=cache_manager).install()
path = ChromeDriverManager().install()
os.chmod(path, 0o755) # Ensure ChromeDriver is executable
logging.info(f"ChromeDriver path: {path}")
return path
# Setup headless Chrome options
# Define a custom user agent
# my_user_agent = "Mozilla/5.0 (X11; Linux x86_64; rv:92.0) Gecko/20100101 Firefox/92.0"
my_user_agent = "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/92.0.4515.159 Safari/537.36"
# capabilities = webdriver.DesiredCapabilities.FIREFOX
# proxy = None
browser_option = Options()
browser_option.add_argument("--headless") # Running in headless mode (no GUI)
browser_option.add_argument("--no-sandbox")
browser_option.add_argument("--disable-dev-shm-usage")
browser_option.add_argument("--ignore-certificate-errors")
# browser_option.binary_location = '/usr/bin/firefox'
# browser_option.binary_location = r'C:\Users\HP\.cache\selenium\firefox\win64\133.0\firefox.exe'
# browser_option.add_argument("--disable-gpu")
# browser_option.add_argument("--log-level=3")
# browser_option.add_argument("--disable-notifications")
# browser_option.add_argument("--disable-popup-blocking")
browser_option.add_argument(f"--user-agent={my_user_agent}")
# if proxy:
# browser_option.add_argument(f"--proxy-server={proxy}")
# Setup WebDriver
driver_path = setup_chromedriver()
service = Service(executable_path=driver_path)
driver = webdriver.Chrome(service=service, options=browser_option,)
# actions = ActionChains(driver)
def getSearchPostData(search_keyword, index, name="", forCompetitorAnalysis=False):
# Navigate to the search results page
url = f'https://www.reddit.com/search/?q={search_keyword}'
driver.get(url)
time.sleep(3) # Consider using WebDriverWait instead of sleep for better reliability
logging.info("Navigated to search page.")
posts_data = []
list_length = 0 # posts count
try:
if forCompetitorAnalysis:
driver.execute_script("window.scrollTo(0, document.body.scrollHeight);")
time.sleep(5)
post_cards = driver.find_elements(By.CSS_SELECTOR, 'a[data-testid="post-title-text"]')
post_cards_1 = driver.find_elements(By.CSS_SELECTOR, 'div[data-testid="search-counter-row"]')
post_cards_2 = driver.find_elements(By.CSS_SELECTOR, 'faceplate-timeago')
logging.info(f"Found {len(post_cards)} post cards.")
idx = list_length
for card in post_cards_1:
try:
votes_count = card.find_element(By.XPATH, './/faceplate-number').text
comments_count = card.find_element(By.XPATH,
'.//span[contains(text(), "comment") or contains(text(), "comments")]/preceding-sibling::faceplate-number'
).text
posts_data.append({
"index": idx,
"comment_count": comments_count,
"votes_count": votes_count
})
idx += 1
except Exception as e:
logging.error(f"Error processing post_card_1: {e}")
idx = list_length
for card in post_cards:
try:
url = card.get_attribute("href")
title = card.text
posts_data[idx]["title"] = title
posts_data[idx]["url"] = url
idx += 1
except Exception as e:
logging.error(f"Error processing post_cards: {e}")
idx = list_length
for card in post_cards_2:
try:
time_element = card.find_element(By.XPATH, './time')
post_time = time_element.get_attribute('datetime')
posts_data[idx]["time"] = post_time
idx += 1
except Exception as e:
logging.error(f"Error processing post_cards_2: {e}")
except Exception as e:
logging.error(f"Error in scrolling or extracting data: {e}")
df = pd.DataFrame(posts_data)
df.to_csv(f'posts_data_{index}.csv', index=False)
logging.info(f"Data saved to posts_data_{index}.csv")
return df
def get_webpage_title(url: str) -> str:
try:
getSearchPostData(search_keyword="migraine", index=0)
url="https://www.reddit.com"
driver.get(url)
title = driver.title
logging.info(f"Page title: {title}")
return title
except Exception as e:
logging.error(f"Error fetching webpage title: {e}")
return str(e)
@app.get("/")
async def home():
return {"message": "Hello"}
@app.get("/get-title/")
async def fetch_title(url: str):
"""
Fetch the title of a webpage by URL.
Example: /get-title/?url=https://www.reddit.com
"""
try:
title = get_webpage_title(url)
return {"url": url, "title": title}
except Exception as e:
raise HTTPException(status_code=500, detail=str(e))
# @app.get("/get-reddit/")
# async def getReddit(url: str):
# """
# Fetch the title of a webpage by URL.
# Example: /get-title/?url=https://www.reddit.com
# """
# try:
# options = webdriverless.ChromeOptions()
# driver_agent = "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/92.0.4515.159 Safari/537.36"
# options.add_argument("--headless") # Running in headless mode (no GUI)
# options.add_argument("--no-sandbox")
# options.add_argument("--disable-dev-shm-usage")
# options.add_argument("--ignore-certificate-errors")
# options.add_argument(f"--user-agent={driver_agent}")
# title="Notitle"
# async with webdriverless.Chrome(options=options) as driver:
# await driver.get('https://www.reddit.com')
# time.sleep(3)
# title = await driver.title
# url = await driver.current_url
# source = await driver.page_source
# print(title)
# return {"url": url, "title": title}
# return {"url": url, "title": title}
# except Exception as e:
# raise HTTPException(status_code=500, detail=str(e))
# Run the app
# if __name__ == "__main__":
# import uvicorn
# uvicorn.run(app, host="127.0.0.1", port=7860)
# from selenium import webdriver
# from flask import Flask, request
# from selenium.webdriver.chrome.service import Service
# from webdriver_manager.chrome import ChromeDriverManager
# from selenium.webdriver.common.by import By
# from selenium.webdriver.common.proxy import Proxy, ProxyType
# app = Flask(__name__)
# def download_selenium():
# prox = Proxy()
# prox.proxy_type = ProxyType.MANUAL
# prox.http_proxy = "ip_addr:port"
# prox.socks_proxy = "ip_addr:port"
# prox.ssl_proxy = "ip_addr:port"
# chrome_options = webdriver.ChromeOptions()
# driver_agent = "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/92.0.4515.159 Safari/537.36"
# capabilities = webdriver.DesiredCapabilities.CHROME
# prox.to_capabilities(capabilities)
# chrome_options.add_argument("--headless=new")
# # chrome_options.add_argument(f"--proxy-server={proxy}")
# chrome_options.add_argument("--no-sandbox")
# chrome_options.add_argument("--disable-dev-shm-usage")
# # chrome_options.add_argument("--ignore-certificate-errors")
# # chrome_options.add_argument("--disable-gpu")
# # chrome_options.add_argument("--log-level=3")
# # chrome_options.add_argument("--disable-notifications")
# # chrome_options.add_argument("--disable-popup-blocking")
# prefs = {"profile.managed_default_content_settings.images": 2}
# # chrome_options.add_experimental_option("prefs", prefs)
# chrome_options.add_argument(f"--user-agent={driver_agent}")
# driver = webdriver.Chrome(service=Service(ChromeDriverManager().install(),desired_capabilities=capabilities), options=chrome_options)
# driver.get("https://reddit.com")
# title = driver.title
# # language = driver.find_element(By.XPATH, "//div[@id='SIvCob']").text
# data = {'Page Title': title}
# return data
# @app.route('/', methods = ['GET','POST'])
# def home():
# if (request.method == 'GET'):
# return download_selenium()
# if __name__ == "__main__":
# app.run(debug=True, port=3000)
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