Spaces:
No application file
No application file
Create web_scraper.py
Browse files- web_scraper.py +214 -0
web_scraper.py
ADDED
|
@@ -0,0 +1,214 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from playwright.sync_api import sync_playwright
|
| 2 |
+
import urllib.parse
|
| 3 |
+
|
| 4 |
+
|
| 5 |
+
def scrape_hificorp(page, product_name: str) -> dict | None:
|
| 6 |
+
"""
|
| 7 |
+
Scrape HiFiCorp for the given product_name.
|
| 8 |
+
Returns a dict with keys: title, normal_price, promotion_price, source, product_link
|
| 9 |
+
or None if no product found.
|
| 10 |
+
"""
|
| 11 |
+
search_url = (
|
| 12 |
+
"https://www.hificorp.co.za/catalogsearch/result/?q="
|
| 13 |
+
+ urllib.parse.quote_plus(product_name)
|
| 14 |
+
)
|
| 15 |
+
page.goto(search_url, timeout=120_000)
|
| 16 |
+
page.wait_for_selector(".product-item-link", timeout=60_000)
|
| 17 |
+
|
| 18 |
+
product_url = page.locator(
|
| 19 |
+
".product-item-link").first.get_attribute("href")
|
| 20 |
+
if not product_url:
|
| 21 |
+
return None
|
| 22 |
+
|
| 23 |
+
page.goto(product_url, timeout=120_000)
|
| 24 |
+
page.wait_for_selector("h1.page-title", timeout=60_000)
|
| 25 |
+
|
| 26 |
+
title = page.locator("h1.page-title").inner_text().strip()
|
| 27 |
+
|
| 28 |
+
# Promotion (final) price
|
| 29 |
+
try:
|
| 30 |
+
promotion_price = (
|
| 31 |
+
page.locator('[data-price-type="finalPrice"] .price')
|
| 32 |
+
.first.inner_text()
|
| 33 |
+
.strip()
|
| 34 |
+
)
|
| 35 |
+
except Exception:
|
| 36 |
+
promotion_price = None
|
| 37 |
+
|
| 38 |
+
# Old (normal) price, if present
|
| 39 |
+
try:
|
| 40 |
+
old_nodes = page.locator('[data-price-type="oldPrice"] .price')
|
| 41 |
+
normal_price = (
|
| 42 |
+
old_nodes.first.inner_text().strip() if old_nodes.count() else None
|
| 43 |
+
)
|
| 44 |
+
except Exception:
|
| 45 |
+
normal_price = None
|
| 46 |
+
|
| 47 |
+
# Fallback if no old price
|
| 48 |
+
normal_price = normal_price or promotion_price
|
| 49 |
+
|
| 50 |
+
return {
|
| 51 |
+
"title": title,
|
| 52 |
+
"normal_price": normal_price,
|
| 53 |
+
"promotion_price": promotion_price,
|
| 54 |
+
"source": "HiFiCorp",
|
| 55 |
+
"product_link": product_url,
|
| 56 |
+
}
|
| 57 |
+
|
| 58 |
+
|
| 59 |
+
def scrape_incredible(page, product_name: str) -> dict | None:
|
| 60 |
+
"""
|
| 61 |
+
Scrape Incredible Connection for the given product_name.
|
| 62 |
+
Returns a dict with keys: title, normal_price, promotion_price, source, product_link
|
| 63 |
+
or None if no product found.
|
| 64 |
+
"""
|
| 65 |
+
search_url = (
|
| 66 |
+
"https://www.incredible.co.za/catalogsearch/result/?q="
|
| 67 |
+
+ urllib.parse.quote_plus(product_name)
|
| 68 |
+
)
|
| 69 |
+
page.goto(search_url, timeout=120_000)
|
| 70 |
+
page.wait_for_selector(".product-item-link", timeout=60_000)
|
| 71 |
+
|
| 72 |
+
product_url = page.locator(
|
| 73 |
+
".product-item-link").first.get_attribute("href")
|
| 74 |
+
if not product_url:
|
| 75 |
+
return None
|
| 76 |
+
|
| 77 |
+
page.goto(product_url, timeout=120_000)
|
| 78 |
+
page.wait_for_selector("h1.page-title", timeout=60_000)
|
| 79 |
+
|
| 80 |
+
title = page.locator("h1.page-title").inner_text().strip()
|
| 81 |
+
|
| 82 |
+
try:
|
| 83 |
+
promotion_price = (
|
| 84 |
+
page.locator('[data-price-type="finalPrice"] .price')
|
| 85 |
+
.first.inner_text()
|
| 86 |
+
.strip()
|
| 87 |
+
)
|
| 88 |
+
except Exception:
|
| 89 |
+
promotion_price = None
|
| 90 |
+
|
| 91 |
+
try:
|
| 92 |
+
old_nodes = page.locator('[data-price-type="oldPrice"] .price')
|
| 93 |
+
normal_price = (
|
| 94 |
+
old_nodes.first.inner_text().strip() if old_nodes.count() else None
|
| 95 |
+
)
|
| 96 |
+
except Exception:
|
| 97 |
+
normal_price = None
|
| 98 |
+
|
| 99 |
+
normal_price = normal_price or promotion_price
|
| 100 |
+
|
| 101 |
+
return {
|
| 102 |
+
"title": title,
|
| 103 |
+
"normal_price": normal_price,
|
| 104 |
+
"promotion_price": promotion_price,
|
| 105 |
+
"source": "Incredible Connection",
|
| 106 |
+
"product_link": product_url,
|
| 107 |
+
}
|
| 108 |
+
|
| 109 |
+
|
| 110 |
+
def search_product(product_name: str) -> list[dict]:
|
| 111 |
+
"""
|
| 112 |
+
Uses Playwright to scrape HiFiCorp and Incredible Connection for product_name.
|
| 113 |
+
Returns a list of dictionaries, each dict with keys:
|
| 114 |
+
title, normal_price, promotion_price, source, product_link.
|
| 115 |
+
|
| 116 |
+
If Playwright cannot run or no products found, returns an empty list.
|
| 117 |
+
"""
|
| 118 |
+
results = []
|
| 119 |
+
|
| 120 |
+
try:
|
| 121 |
+
with sync_playwright() as p:
|
| 122 |
+
browser = p.chromium.launch(
|
| 123 |
+
headless=True,
|
| 124 |
+
args=["--no-sandbox", "--disable-setuid-sandbox",
|
| 125 |
+
"--disable-dev-shm-usage"],
|
| 126 |
+
)
|
| 127 |
+
page = browser.new_page()
|
| 128 |
+
|
| 129 |
+
# Scrape HiFiCorp
|
| 130 |
+
try:
|
| 131 |
+
hifi_data = scrape_hificorp(page, product_name)
|
| 132 |
+
if hifi_data:
|
| 133 |
+
results.append(hifi_data)
|
| 134 |
+
except Exception as e:
|
| 135 |
+
return (r"HiFiCorp scraping error:", type(e).__name__, e)
|
| 136 |
+
browser.close()
|
| 137 |
+
|
| 138 |
+
except NotImplementedError:
|
| 139 |
+
# Playwright cannot launch a browser in this environment
|
| 140 |
+
return ("Playwright NotImplementedError: scraping skipped.")
|
| 141 |
+
|
| 142 |
+
except Exception as e:
|
| 143 |
+
# Any other Playwright/browser launch error
|
| 144 |
+
print("Playwright launch error:", type(e).__name__, e)
|
| 145 |
+
return []
|
| 146 |
+
|
| 147 |
+
return results
|
| 148 |
+
|
| 149 |
+
|
| 150 |
+
def get_scraped_product_data(product_name: str):
|
| 151 |
+
"""
|
| 152 |
+
Wrapper function to search for product data.
|
| 153 |
+
Returns a list of dictionaries with product details.
|
| 154 |
+
"""
|
| 155 |
+
if not product_name:
|
| 156 |
+
return []
|
| 157 |
+
|
| 158 |
+
results = search_product(product_name)
|
| 159 |
+
|
| 160 |
+
# def save_df_to_csv(df: pd.DataFrame, filename="shop_out_results.csv"):
|
| 161 |
+
results.to_csv("scraped.csv", index=False)
|
| 162 |
+
|
| 163 |
+
if not results:
|
| 164 |
+
return []
|
| 165 |
+
|
| 166 |
+
return results
|
| 167 |
+
|
| 168 |
+
|
| 169 |
+
def search_your_product(query: str):
|
| 170 |
+
"""Search for a product using the provided query string."""
|
| 171 |
+
|
| 172 |
+
json_out = search_product(query)
|
| 173 |
+
if not json_out:
|
| 174 |
+
return "No results found."
|
| 175 |
+
else:
|
| 176 |
+
product = []
|
| 177 |
+
for item in json_out:
|
| 178 |
+
product.append({
|
| 179 |
+
"title": item["title"],
|
| 180 |
+
"normal_price": item["normal_price"],
|
| 181 |
+
"promotion_price": item["promotion_price"],
|
| 182 |
+
"source": item["source"],
|
| 183 |
+
"product_link": item["product_link"]
|
| 184 |
+
})
|
| 185 |
+
|
| 186 |
+
return product
|
| 187 |
+
|
| 188 |
+
|
| 189 |
+
# For debugging or manual runs:
|
| 190 |
+
if __name__ == "__main__":
|
| 191 |
+
query = input("Enter product name: ")
|
| 192 |
+
json_out = search_product(query)
|
| 193 |
+
if not json_out:
|
| 194 |
+
print("No results found.")
|
| 195 |
+
else:
|
| 196 |
+
product = []
|
| 197 |
+
for item in json_out:
|
| 198 |
+
product.append({
|
| 199 |
+
"title": item["title"],
|
| 200 |
+
"normal_price": item["normal_price"],
|
| 201 |
+
"promotion_price": item["promotion_price"],
|
| 202 |
+
"source": item["source"],
|
| 203 |
+
"product_link": item["product_link"]
|
| 204 |
+
})
|
| 205 |
+
|
| 206 |
+
for items in product:
|
| 207 |
+
print(f"Title: {items['title']}")
|
| 208 |
+
print(f"Normal Price: {items['normal_price']}")
|
| 209 |
+
print(f"Promotion Price: {items['promotion_price']}")
|
| 210 |
+
print(f"Source: {items['source']}")
|
| 211 |
+
print(f"Product Link: {items['product_link']}")
|
| 212 |
+
print("-" * 40)
|
| 213 |
+
print(f"Found {len(product)} results for '{query}'.")
|
| 214 |
+
print("Search complete!")
|