""" Get Florida cannabis lab results | JungleBoys Copyright (c) 2023-2024 Cannlytics Authors: Keegan Skeate Created: 5/18/2023 Updated: 4/21/2024 License: Description: Archive Florida cannabis lab result data for JungleBoys Florida. Data Sources: - [Jungle Boys Florida](https://jungleboysflorida.com) """ # Standard imports: from datetime import datetime import os from time import sleep # External imports: from cannlytics.data.coas.coas import CoADoc from cannlytics.data.web import initialize_selenium from cannlytics.utils.constants import DEFAULT_HEADERS import pandas as pd # Selenium imports. from selenium.webdriver.common.by import By from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.ui import WebDriverWait class JungleBoys: """Download lab results from Jungle Boys' website.""" def __init__(self, data_dir, headless=False, download_dir=None): """Initialize the driver and directories.""" self.data_dir = data_dir self.driver = initialize_selenium( headless=headless, download_dir=download_dir, ) # self.datasets_dir = os.path.join(data_dir, '.datasets') # self.pdf_dir = os.path.join(self.datasets_dir, 'pdfs') # self.license_pdf_dir = os.path.join(self.pdf_dir, 'terplife') # if not os.path.exists(self.datasets_dir): os.makedirs(self.datasets_dir) # if not os.path.exists(self.pdf_dir): os.makedirs(self.pdf_dir) # if not os.path.exists(self.license_pdf_dir): os.makedirs(self.license_pdf_dir) def get_results_jungle_boys( self, products_url='https://jungleboysflorida.com/products/', pause=3.33, initial_pause=3.33, ): """Get lab results published by Jungle Boys on the public web.""" # Get products from each store. all_products = [] self.driver.get(products_url) sleep(3.33) self.verify_age_jungle_boys(self.driver) WebDriverWait(self.driver, 10).until( EC.presence_of_element_located((By.CSS_SELECTOR, '.dovetail-ecommerce-age-gate-retailer')) ) select_buttons = self.driver.find_elements(By.CSS_SELECTOR, '.dovetail-ecommerce-age-gate-retailer .chakra-button') for button in select_buttons: try: # Scroll into view and click the button self.driver.execute_script('arguments[0].scrollIntoView(true);', button) sleep(1) # Small delay to ensure visibility button.click() sleep(5) # Get all of the products for the store. products = self.get_product_details_jungle_boys(self.driver) all_products.extend(products) # FIXME: May need to query COAs at this stage. pdf_dir = r'D:\data\florida\lab_results\jungleboys\pdfs' # product_names = [x['name'] + ' ' + str(x['category']) for x in products] product_names = list(set([x['name'] for x in products])) self.search_and_download_jungle_boys_coas( self.driver, product_names, pdf_dir, pause=pause, initial_pause=initial_pause, ) # Assuming clicking navigates away or requires you to go back # driver.back() self.driver.get(products_url) # Re-find the buttons to avoid StaleElementReferenceException WebDriverWait(self.driver, 10).until( EC.presence_of_all_elements_located((By.CSS_SELECTOR, '.dovetail-ecommerce-age-gate-retailer .chakra-button')) ) select_buttons = self.driver.find_elements(By.CSS_SELECTOR, '.dovetail-ecommerce-age-gate-retailer .chakra-button') except: pass # select_buttons = driver.find_elements(By.CSS_SELECTOR, '.dovetail-ecommerce-age-gate-retailer .chakra-button') # Download each COA (if it doesn't already exist). # pdf_dir = r'D:\data\florida\lab_results\jungleboys\pdfs' # product_names = [x['name'] + ' ' + str(x['category']) for x in all_products] # self.search_and_download_jungle_boys_coas(self.driver, product_names, pdf_dir) # Close the driver. self.driver.quit() # Return the products. return all_products def verify_age_jungle_boys(self, driver, pause=1): """Verify age for Jungle Boys' website.""" checkbox_js = "document.querySelector('input[type=checkbox].chakra-checkbox__input').click();" driver.execute_script(checkbox_js) sleep(pause) continue_button = WebDriverWait(driver, 10).until( EC.element_to_be_clickable((By.CSS_SELECTOR, 'button.chakra-button:not([disabled])')) ) continue_button.click() def get_product_details_jungle_boys(self, driver): products = [] product_elements = driver.find_elements(By.CSS_SELECTOR, '.wp-block-dovetail-ecommerce-product-list-list-view') accessories = ['Accessories', 'Grinders', 'Lighters'] for el in product_elements: driver.execute_script('arguments[0].scrollIntoView(true);', el) sleep(0.1) # Skip accessories. name = el.find_element(By.CSS_SELECTOR, 'div.dovetail-ecommerce-advanced-text').text text = el.text if any(x in text for x in accessories) and text not in name: print('Skipping:', name) continue # Get the image URL. image_url = el.find_element(By.TAG_NAME, 'img').get_attribute('src') # Get the category. try: category = el.find_element(By.CSS_SELECTOR, 'div.dovetail-ecommerce-product-category').text except: try: category = el.find_element(By.CSS_SELECTOR, 'div.dovetail-ecommerce-product-sub-category').text except: category = None # Get the quantity. quantity = None buttons = el.find_elements(By.TAG_NAME, 'button') for button in buttons: button_text = button.text if button_text and button_text != 'Add to Bag': quantity = button_text break # Get the strain type. strain_type = None try: strain_type = el.find_element(By.CSS_SELECTOR, 'div.dovetail-ecommerce-product-strain').text except: pass # Get the price and total THC. price, total_thc = None, None lines = el.text.split('\n') for line in lines: if 'THC' in line: total_thc = line.replace('THC ', '').replace('%', '') try: total_thc = float(total_thc) except: pass elif '$' in line: price = line.replace('$ ', '') try: price = float(price) except: pass # Record the product details. products.append({ 'name': name, 'image_url': image_url, 'price': price, 'category': category, 'strain_type': strain_type, 'quantity': quantity, }) # Return the products. return products def search_and_download_jungle_boys_coas( self, driver, product_names, pdf_dir, pause=3.33, initial_pause=3.33, coas_url='https://jungleboysflorida.com/coa/', ): """Search for and download COAs from Jungle""" driver.get(coas_url) sleep(initial_pause) for product_name in product_names: print('Searching for:', product_name) # JavaScript to set the value of the search input. js_query_selector = "document.querySelector('div.wp-block-create-block-coa__search input[placeholder=\"Search\"]')" search_query = product_name.replace('-', '').replace(' ', ' ') js_set_value = f"{js_query_selector}.value = '{search_query}';" driver.execute_script(js_set_value) # Perform the search. search_div = driver.find_element(By.CSS_SELECTOR, "div.wp-block-create-block-coa__search") search_box = search_div.find_element(By.TAG_NAME, 'input') search_query = product_name.replace('-', '').replace(' ', ' ') search_box.clear() search_box.send_keys(search_query) # Optionally, simulate a keypress to trigger any attached event listeners # This step mimics pressing the Enter key to submit the search # search_box.send_keys(Keys.RETURN) sleep(pause) # Download the PDFs. self.download_pdf_links(driver, pdf_dir) def download_pdf_links(self, driver, pdf_dir, pause=3.33, overwrite=False): """Download all PDF links in search results.""" pdf_links = driver.find_elements(By.CSS_SELECTOR, ".wp-block-create-block-coa__result a[target='_blank']") pdf_urls = [x.get_attribute('href') for x in pdf_links] print('Found %i PDFs total.' % len(pdf_urls)) all_pdf_links = driver.find_elements(By.CSS_SELECTOR, ".wp-block-create-block-coa__result a[target='_blank']") pdf_urls = [] for link in all_pdf_links: # Check if the parent
  • of this link does not have the class "hidden" parent_li = link.find_element(By.XPATH, "./ancestor::li[1]") # Get the immediate parent
  • if "hidden" not in parent_li.get_attribute("class"): pdf_urls.append(link.get_attribute('href')) print('Found %i queried PDFs.' % len(pdf_urls)) for pdf_url in pdf_urls: pdf_name = pdf_url.split('/')[-1] pdf_path = os.path.join(pdf_dir, pdf_name) if not os.path.exists(pdf_path) and not overwrite: print('Downloading:', pdf_path) driver.get(pdf_url) print('Downloaded:', pdf_path) sleep(pause) else: print('Cached:', pdf_path) def get_results_fl_jungle_boys( data_dir: str, download_dir: str, dataset_dir: str, ): """Get lab results for the Jungle Boys in Florida.""" # Initialize a client to query Jungle Boys COAs. downloader = JungleBoys( data_dir=data_dir, download_dir=download_dir, headless=False, ) # Download the COAs. downloader.get_results_jungle_boys() # Parse the Jungle Boys COAs. parser = CoADoc() all_pdfs = [x for x in os.listdir(download_dir) if x.endswith('.pdf')] coa_data = [] print('Parsing %i COAs...' % len(all_pdfs)) for pdf in all_pdfs: try: doc = os.path.join(download_dir, pdf) data = parser.parse(doc) if isinstance(data, dict): coa_data.append(data) elif isinstance(data, list): coa_data.extend(data) print('Parsed:', doc) except: print('Error parsing:', doc) # Save the Jungle Boys COA data. namespace = 'fl-results-jungle-boys' all_data = pd.DataFrame(coa_data) timestamp = datetime.now().strftime('%Y-%m-%d-%H-%M-%S') outfile = os.path.join(dataset_dir, f'{namespace}-{timestamp}.xlsx') parser.save(coa_data, outfile) return all_data # === Test === # [✓] Tested: 2024-04-14 by Keegan Skeate if __name__ == '__main__': # Get Jungle Boys Florida results. # FIXME: This is failing. get_results_fl_jungle_boys( data_dir='D://data/florida/results', download_dir='D://data/florida/results/pdfs/jungleboys', dataset_dir='D://data/florida/results/datasets/jungleboys', )