From 9e2e32fba8672cdcec3d446a24a4ce125f4eebfb Mon Sep 17 00:00:00 2001 From: Keannu Bernasol Date: Tue, 24 Sep 2024 16:08:28 +0800 Subject: [PATCH] Update webdriver utility functions and add a sample celery task for scraping Google search --- backend/config/settings.py | 5 +- backend/search_results/__init__.py | 0 backend/search_results/admin.py | 10 ++ backend/search_results/apps.py | 6 + .../search_results/migrations/0001_initial.py | 23 ++++ backend/search_results/migrations/__init__.py | 0 backend/search_results/models.py | 7 ++ backend/search_results/tasks.py | 16 +++ backend/webdriver/tasks.py | 41 +++++-- backend/webdriver/utils.py | 110 +++++++++++++++--- documentation/erd/app_models.png | Bin 151473 -> 156248 bytes 11 files changed, 193 insertions(+), 25 deletions(-) create mode 100644 backend/search_results/__init__.py create mode 100644 backend/search_results/admin.py create mode 100644 backend/search_results/apps.py create mode 100644 backend/search_results/migrations/0001_initial.py create mode 100644 backend/search_results/migrations/__init__.py create mode 100644 backend/search_results/models.py create mode 100644 backend/search_results/tasks.py diff --git a/backend/config/settings.py b/backend/config/settings.py index 4751a5c..5888156 100644 --- a/backend/config/settings.py +++ b/backend/config/settings.py @@ -111,7 +111,8 @@ INSTALLED_APPS = [ 'payments', 'billing', 'emails', - 'notifications' + 'notifications', + 'search_results' ] if DEBUG: @@ -393,5 +394,5 @@ CELERY_BEAT_SCHEDULER = 'django_celery_beat.schedulers:DatabaseScheduler' DATA_UPLOAD_MAX_NUMBER_FIELDS = 20480 GRAPH_MODELS = { - 'app_labels': ['accounts', 'user_groups', 'billing', 'emails', 'payments', 'subscriptions'] + 'app_labels': ['accounts', 'user_groups', 'billing', 'emails', 'payments', 'subscriptions', 'search_results'] } diff --git a/backend/search_results/__init__.py b/backend/search_results/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/backend/search_results/admin.py b/backend/search_results/admin.py new file mode 100644 index 0000000..6fc7c5f --- /dev/null +++ b/backend/search_results/admin.py @@ -0,0 +1,10 @@ +from unfold.admin import ModelAdmin +from django.contrib import admin +from .models import SearchResult + + +@admin.register(SearchResult) +class SearchResultAdmin(ModelAdmin): + model = SearchResult + search_fields = ('id', 'title', 'link') + list_display = ['id', 'title'] diff --git a/backend/search_results/apps.py b/backend/search_results/apps.py new file mode 100644 index 0000000..0c558c0 --- /dev/null +++ b/backend/search_results/apps.py @@ -0,0 +1,6 @@ +from django.apps import AppConfig + + +class SearchResultsConfig(AppConfig): + default_auto_field = 'django.db.models.BigAutoField' + name = 'search_results' diff --git a/backend/search_results/migrations/0001_initial.py b/backend/search_results/migrations/0001_initial.py new file mode 100644 index 0000000..101fa86 --- /dev/null +++ b/backend/search_results/migrations/0001_initial.py @@ -0,0 +1,23 @@ +# Generated by Django 5.0.6 on 2024-09-24 07:47 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + initial = True + + dependencies = [ + ] + + operations = [ + migrations.CreateModel( + name='SearchResult', + fields=[ + ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('title', models.CharField(max_length=1000)), + ('link', models.CharField(max_length=1000)), + ('timestamp', models.DateTimeField(auto_now_add=True)), + ], + ), + ] diff --git a/backend/search_results/migrations/__init__.py b/backend/search_results/migrations/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/backend/search_results/models.py b/backend/search_results/models.py new file mode 100644 index 0000000..6a2b338 --- /dev/null +++ b/backend/search_results/models.py @@ -0,0 +1,7 @@ +from django.db import models + + +class SearchResult(models.Model): + title = models.CharField(max_length=1000) + link = models.CharField(max_length=1000) + timestamp = models.DateTimeField(auto_now_add=True, editable=False) diff --git a/backend/search_results/tasks.py b/backend/search_results/tasks.py new file mode 100644 index 0000000..61ceb77 --- /dev/null +++ b/backend/search_results/tasks.py @@ -0,0 +1,16 @@ + + +from celery import shared_task +from .models import SearchResult + + +@shared_task(autoretry_for=(Exception,), retry_kwargs={'max_retries': 0, 'countdown': 5}) +def create_search_result(title, link): + if SearchResult.objects.filter(title=title, link=link).exists(): + return ("SearchResult entry already exists") + else: + SearchResult.objects.create( + title=title, + link=link + ) + return f"Created new SearchResult entry titled: {title}" diff --git a/backend/webdriver/tasks.py b/backend/webdriver/tasks.py index a2901c7..50c355b 100644 --- a/backend/webdriver/tasks.py +++ b/backend/webdriver/tasks.py @@ -1,16 +1,43 @@ from celery import shared_task -from webdriver.utils import setup_webdriver, selenium_action_template - -# Sample Celery Selenium function -# TODO: Modify this as needed +from webdriver.utils import setup_webdriver, selenium_action_template, google_search, get_element, get_elements +from selenium.webdriver.common.by import By +from search_results.tasks import create_search_result -@shared_task(autoretry_for=(Exception,), retry_kwargs={'max_retries': 6, 'countdown': 5}) +# Task template +@shared_task(autoretry_for=(Exception,), retry_kwargs={'max_retries': 3, 'countdown': 5}) def sample_selenium_task(): - driver = setup_webdriver() + + driver = setup_webdriver(use_proxy=False, use_saved_session=False) + driver.get("Place URL here") selenium_action_template(driver) - # Place any other actions here after Selenium is done executing + + # TODO: Modify this as needed # Once completed, always close the session driver.close() driver.quit() + +# Sample task to scrape Google for search results based on a keyword + + +@shared_task(autoretry_for=(Exception,), retry_kwargs={'max_retries': 3, 'countdown': 5}) +def simple_google_search(): + driver = setup_webdriver(use_proxy=False, use_saved_session=False) + driver.get(f"https://google.com/") + + google_search(driver, search_term="cat blog posts") + + # Count number of Google search results + search_items = get_elements( + driver, "xpath", '//*[@id="search"]/div[1]/div[1]/*') + + for item in search_items: + title = item.find_element(By.TAG_NAME, 'h3').text + link = item.find_element(By.TAG_NAME, 'a').get_attribute('href') + + create_search_result.apply_async( + kwargs={"title": title, "link": link}) + + driver.close() + driver.quit() diff --git a/backend/webdriver/utils.py b/backend/webdriver/utils.py index 24ea142..c300fda 100644 --- a/backend/webdriver/utils.py +++ b/backend/webdriver/utils.py @@ -3,9 +3,7 @@ Settings file to hold constants and functions """ from selenium.webdriver.common.by import By from selenium.webdriver.common.keys import Keys -import os from config.settings import get_secret -from selenium.webdriver.common.by import By from selenium.webdriver.support.ui import WebDriverWait from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver import FirefoxOptions @@ -16,6 +14,8 @@ from config.settings import get_secret from twocaptcha import TwoCaptcha from whois import whois from whois.parser import PywhoisError +import os +import random def take_snapshot(driver, filename='dump.png'): @@ -135,23 +135,19 @@ def setup_webdriver(driver_type="chrome", use_proxy=True, use_saved_session=Fals print(f'External IP: {ip_address}') return driver +# These are wrapper function for quickly automating multiple steps in webscraping (logins, button presses, text inputs, etc.) +# Depending on your use case, you may have to opt out of using this + + # Function to get the element once it has loaded in def get_element(driver, by, key, hidden_element=False, timeout=8): try: - if by == "xpath": - by = By.XPATH - elif by == "css": - by = By.CSS_SELECTOR - elif by == "id": - by = By.ID - elif by == "tagname": - by = By.TAG_NAME - elif by == "name": - by = By.NAME - elif by == "classname": - by == By.CLASS_NAME + # Convert string-based locators to By objects (By.XPATH, By.CSS, etc.) + if isinstance(by, str): + by = getattr(By, by.upper()) + wait = WebDriverWait(driver, timeout=timeout) if not hidden_element: element = wait.until( @@ -161,9 +157,39 @@ def get_element(driver, by, key, hidden_element=False, timeout=8): (by, key))) return element except Exception: + dump_html(driver) + take_snapshot(driver) + driver.close() + driver.quit() raise Exception(f"Unable to get element of {by} value: {key}") +def get_elements(driver, by, key, hidden_element=False, timeout=8): + try: + # Convert string-based locators to By objects (By.XPATH, By.CSS, etc.) + if isinstance(by, str): + by = getattr(By, by.upper()) + + wait = WebDriverWait(driver, timeout=timeout) + + if hidden_element: + elements = wait.until( + EC.presence_of_all_elements_located((by, key))) + else: + visible_elements = wait.until( + EC.visibility_of_any_elements_located((by, key))) + elements = [ + element for element in visible_elements if element.is_enabled()] + + return elements + except Exception: + dump_html(driver) + take_snapshot(driver) + driver.close() + driver.quit() + raise Exception(f"Unable to get elements of {by} value: {key}") + + def execute_selenium_elements(driver, timeout, elements): try: for index, element in enumerate(elements): @@ -265,7 +291,7 @@ def solve_captcha(site_key, url, retry_attempts=3, version='v2', enterprise=Fals use_proxy = False if CAPTCHA_TESTING: print('Initializing CAPTCHA solver in dummy mode') - code = "12345" + code = random.randint() print("CAPTCHA Successful") return code @@ -340,6 +366,7 @@ def save_browser_session(driver): def selenium_action_template(driver): + # Data that might need to be entered during webscraping info = { "sample_field1": "sample_data", "sample_field2": "sample_data", @@ -350,7 +377,7 @@ def selenium_action_template(driver): { "name": "Enter data for sample field 1", "type": "input", - "input": "{first_name}", + "input": "{sample_field1}", # If a site implements canary design releases, you can place the ID for the element in the new design "default": { # See get_element() for possible selector types @@ -388,3 +415,54 @@ def selenium_action_template(driver): # Execute the selenium actions execute_selenium_elements(driver, 8, elements) + +# Sample task for Google search + + +def google_search(driver, search_term): + info = { + "search_term": search_term, + } + + elements = [ + { + "name": "Type in search term", + "type": "input", + "input": "{search_term}", + "default": { + "type": "xpath", + "key": '//*[@id="APjFqb"]' + }, + "failover": { + "type": "xpath", + "key": '//*[@id="APjFqb"]' + } + }, + { + "name": "Press enter", + "type": "input_enter", + "default": { + "type": "xpath", + "key": '//*[@id="APjFqb"]' + }, + "failover": { + "type": "xpath", + "key": '//*[@id="APjFqb"]' + } + }, + ] + + site_form_values = {} + + for element in elements: + if 'input' in element and '{' in element['input']: + a = element['input'].strip('{}') + if a in info: + value = info[a] + if callable(value): + if a not in site_form_values: + site_form_values[a] = value() + value = site_form_values[a] + element['input'] = str(value) + + execute_selenium_elements(driver, 8, elements) diff --git a/documentation/erd/app_models.png b/documentation/erd/app_models.png index ca31db6bce92e0a5f3b827f2b9ceedbb9329cb45..e0c4fff0cd7b0ca80f544c6d5156df24aa1d9d79 100644 GIT binary patch literal 156248 zcmb@u2_Tm3+BT|58Vr@B6p;{8NmMdq&MYKznKM?V%oP%fN`=+Yf9fAt52ZBqes4 zgoMVtBwMj9d#RkpRegPwEyl&(YWPrd#9g2;F|#->ReSC2Yt`(l z$K6}X_ls}dOLg>U3QprSreBzh_CGBKXN z*IJpP{r~t|_zr0d_#fBfCc)E*= z3w|a((B?W@$OaPOBYmz*slta9?P*9-a~S2p2QF6c{QDCLNz|_A zb^rYN|LKLOvbYEIZZy`e^X&*4#J91lpDl2&AUa#5baI*C~v6f$6 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