├── .flake8 ├── .gitignore ├── .pre-commit-config.yaml ├── .python-version ├── Makefile ├── README.md ├── code_examples └── amazon_asin.py ├── poetry.lock ├── pyproject.toml └── src └── amazon_asin_scraper ├── __init__.py ├── __main__.py ├── collector.py ├── exception.py ├── models.py └── scraper.py /.flake8: -------------------------------------------------------------------------------- 1 | [flake8] 2 | min_python_version = 3.11 3 | max-line-length = 88 4 | ban-relative-imports = true 5 | format-greedy = 1 6 | inline-quotes = double 7 | mypy-init-return = true 8 | enable-extensions = TC, TC1 9 | type-checking-exempt-modules = typing, typing-extensions 10 | eradicate-whitelist-extend = ^-.*; 11 | extend-ignore = 12 | E203, 13 | SIM106, 14 | E501, 15 | INP001, 16 | W503, 17 | ANN001, 18 | ANN201, 19 | ANN002, 20 | ANN003, 21 | ANN101, 22 | ANN102, 23 | ANN204, 24 | ANN205, 25 | FS001, 26 | SIM119, 27 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # Byte-compiled / optimized / DLL files 2 | __pycache__/ 3 | *.py[cod] 4 | *$py.class 5 | 6 | #mypy cache 7 | .mypy_cache 8 | 9 | # Environments 10 | .env 11 | .venv 12 | env/ 13 | venv/ 14 | ENV/ 15 | env.bak/ 16 | venv.bak/ 17 | 18 | # Generated CSV files 19 | *.csv 20 | 21 | .vscode/ 22 | -------------------------------------------------------------------------------- /.pre-commit-config.yaml: -------------------------------------------------------------------------------- 1 | repos: 2 | - repo: https://github.com/pre-commit/pre-commit-hooks 3 | rev: v4.6.0 4 | hooks: 5 | - id: trailing-whitespace 6 | - id: end-of-file-fixer 7 | - id: check-merge-conflict 8 | - id: check-case-conflict 9 | - id: check-json 10 | - id: check-toml 11 | - id: check-yaml 12 | - id: pretty-format-json 13 | args: [--autofix, --no-ensure-ascii, --no-sort-keys] 14 | - id: check-ast 15 | - id: debug-statements 16 | - id: check-docstring-first 17 | 18 | - repo: https://github.com/pre-commit/pygrep-hooks 19 | rev: v1.10.0 20 | hooks: 21 | - id: python-check-mock-methods 22 | - id: python-use-type-annotations 23 | - id: python-check-blanket-type-ignore 24 | - id: python-check-blanket-noqa 25 | 26 | - repo: https://github.com/asottile/yesqa 27 | rev: v1.5.0 28 | hooks: 29 | - id: yesqa 30 | additional_dependencies: &flake8_deps 31 | - flake8-annotations==3.1.1 32 | - flake8-broken-line==1.0.0 33 | - flake8-bugbear==24.4.26 34 | - flake8-comprehensions==3.14.0 35 | - flake8-eradicate==1.5.0 36 | - flake8-no-pep420==2.7.0 37 | - flake8-quotes==3.4.0 38 | - flake8-simplify==0.21.0 39 | - flake8-tidy-imports==4.10.0 40 | - flake8-typing-imports==1.15.0 41 | - flake8-use-fstring==1.4 42 | 43 | - repo: https://github.com/pycqa/isort 44 | rev: 5.13.2 45 | hooks: 46 | - id: isort 47 | name: "isort (python)" 48 | types: [python] 49 | - id: isort 50 | name: "isort (pyi)" 51 | types: [pyi] 52 | args: [--lines-after-imports, "-1"] 53 | 54 | - repo: https://github.com/psf/black 55 | rev: 24.4.2 56 | hooks: 57 | - id: black 58 | 59 | - repo: https://github.com/pycqa/flake8 60 | rev: 7.1.0 61 | hooks: 62 | - id: flake8 63 | additional_dependencies: *flake8_deps 64 | 65 | - repo: https://github.com/pre-commit/mirrors-mypy 66 | rev: v1.10.1 67 | hooks: 68 | - id: mypy 69 | args: [--python-version=3.11] 70 | pass_filenames: false 71 | additional_dependencies: 72 | - types-requests 73 | 74 | - repo: https://github.com/pre-commit/pre-commit 75 | rev: v2.17.0 76 | hooks: 77 | - id: validate_manifest 78 | -------------------------------------------------------------------------------- /.python-version: -------------------------------------------------------------------------------- 1 | 3.11.4 2 | -------------------------------------------------------------------------------- /Makefile: -------------------------------------------------------------------------------- 1 | # Makefile for running Amazon ASIN scraper 2 | 3 | 4 | .PHONY: install 5 | install: 6 | pip install poetry==1.8.2 7 | poetry install 8 | 9 | 10 | .PHONY: scrape 11 | scrape: 12 | @if [ -z "$(URL)" ]; then \ 13 | echo 'Error: A URL of an Amazon page is required. Use make scrape URL=""'; \ 14 | exit 1; \ 15 | else \ 16 | poetry run python -m amazon_asin_scraper --url="$(URL)"; \ 17 | fi 18 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Amazon ASIN Scraper 2 | 3 | [![Amazon_scraper (1)](https://raw.githubusercontent.com/oxylabs/amazon-scraper/refs/heads/main/Scrape%20Amazon%20data%20with%20Web%20Scraper%20API.png)](https://oxylabs.go2cloud.org/aff_c?offer_id=7&aff_id=877&url_id=86) 4 | 5 | [![](https://dcbadge.vercel.app/api/server/eWsVUJrnG5)](https://discord.gg/GbxmdGhZjq) 6 | 7 | - [Amazon ASIN Scraper](#amazon-asin-scraper) 8 | + [Free Amazon ASIN Scraper](#free-amazon-asin-scraper) 9 | + [Prerequisites](#prerequisites) 10 | + [Installation](#installation) 11 | + [Retrieving the URL of an Amazon page to scrape prices from](#retrieving-the-url-of-an-amazon-page-to-scrape-prices-from) 12 | + [Scraping Amazon product ASIN codes](#scraping-amazon-product-asin-codes) 13 | + [Retrieved data](#retrieved-data) 14 | + [Notes](#notes) 15 | + [Scraping with Oxylabs API](#scraping-with-oxylabs-api) 16 | * [How it works](#how-it-works) 17 | + [Output Example](#output-example) 18 | 19 | In this tutorial, we'll demonstrate how to collect Amazon ASIN (Standard Identification Number) data for free. 20 | 21 | If you need this data on a bigger scale, please refer to the 2nd part of the tutorial, where we use Oxylabs API for extracting this data. 22 | 23 | ### Free Amazon ASIN Scraper 24 | 25 | A free tool used to get Amazon ASIN numbers for a provided Amazon department page. 26 | 27 | ### Prerequisites 28 | 29 | To run this tool, you need to have Python 3.11 installed in your system. 30 | 31 | ### Installation 32 | 33 | Open up a terminal window, navigate to this repository and run this command: 34 | 35 | ```make install``` 36 | 37 | ### Retrieving the URL of an Amazon page to scrape prices from 38 | 39 | First off, open up Amazon and select a department from which you want to scrape prices for products. 40 | 41 | For this example, we'll be using the `Headphones` department. 42 | 43 | image 44 | 45 | After the page loads, simply copy the URL in the browser and save it. We'll need it for scraping ASIN codes. 46 | 47 | ### Scraping Amazon product ASIN codes 48 | 49 | To get ASIN codes from products listed on the department page you chose, simply run this command in your terminal: 50 | 51 | ```make scrape URL=""``` 52 | 53 | With the URL we retrieved earlier, the command would look like this: 54 | 55 | ```make scrape URL="https://www.amazon.com/s?i=specialty-aps&bbn=16225009011&rh=n%3A%2116225009011%2Cn%3A172541&ref=nav_em__nav_desktop_sa_intl_headphones_0_2_6_8"``` 56 | 57 | Make sure to surround the URL with quotation marks, otherwise the tool might have trouble parsing it. 58 | 59 | After running the command, your terminal should look something like this: 60 | 61 | image 62 | 63 | ### Retrieved data 64 | 65 | After the tool has finished running, you should see a file named `amazon_asin_data.csv` in your directory. 66 | 67 | The generated CSV file contains data with these columns inside it: 68 | 69 | - `title` - The title of the product. 70 | - `url` - The URL pointing to the product's Amazon page. 71 | - `asin_code` - The ASIN code of the product. 72 | 73 | The data should look something like this: 74 | 75 | image 76 | 77 | ### Notes 78 | 79 | In case the code doesn't work or your project is of bigger scale, please refer to the second part of the tutorial. There, we showcase how to scrape public data with Oxylabs Scraper API. 80 | 81 | ### Scraping with Oxylabs API 82 | 83 | Now, we'll demonstrate how to collect Amazon ASIN data with [Oxylabs API](https://oxylabs.io/products/scraper-api/web). Keep in mind that you'll need an active subscription for this part, whether that's a paid one or a free trial. 84 | 85 | To get a free, 7-day trial, please go to our self-service [dashboard](https://dashboard.oxylabs.io/en/). 86 | 87 | ## How it works 88 | 89 | You can retrieve Amazon ASIN numbers by sending a request to our API, 90 | which will return the results in JSON or HTML format. 91 | 92 | ### **Python code example** 93 | 94 | The below code sample shows how you can get parsed Amazon results with 95 | product ASINs in JSON format: 96 | 97 | ```python 98 | import requests 99 | from pprint import pprint 100 | 101 | # Structure payload. 102 | payload = { 103 | 'source': 'amazon_search', 104 | 'query': 'nintendo', 105 | 'user_agent_type': 'desktop', 106 | 'parse': True, 107 | 'domain': 'com', 108 | 'geo_location': '10020', 109 | 'locale': 'en-us', 110 | 'start_page': '1', 111 | 'pages': '1' 112 | } 113 | 114 | # Get a response. 115 | response = requests.request( 116 | 'POST', 117 | 'https://realtime.oxylabs.io/v1/queries', 118 | auth=('USERNAME', 'PASSWORD'), #Your credentials go here 119 | json=payload, 120 | ) 121 | 122 | # Instead of response with job status and results url, this will return the 123 | # JSON response with results. 124 | pprint(response.json()) 125 | 126 | ``` 127 | 128 | Visit our 129 | [documentation](https://docs.oxylabs.io/wmw8gbrbnajdf87/scraper-apis/e-commerce-scraper-api/amazon) 130 | for more details and code examples on using Oxylabs’ Amazon Scraper API. 131 | 132 | ### Output Example 133 | 134 | Here's a partial output sample that includes paid and organic Amazon search results: 135 | 136 | ```json 137 | { 138 | "results": [ 139 | { 140 | "content": { 141 | "url": "https://www.amazon.com/s?k=nintendo&page=1", 142 | "page": 1, 143 | "pages": 1, 144 | "query": "nintendo", 145 | "results": { 146 | "paid": [ 147 | { 148 | "pos": 1, 149 | "url": "/sspa/click?ie=UTF8&spc=MTo0OTQyODU2MjAxNjE4NzQwOjE2OTA1MzMwNDM6c3BfYXRmOjIwMDE0MzU3MzAzMTQ5ODo6MDo6&url=/Sonic-Origins-Plus-Nintendo-Switch/dp/B0BZFGSY5W/ref=sr_1_1_sspa?keywords=nintendo&qid=1690533043&sr=8-1-spons&sp_csd=d2lkZ2V0TmFtZT1zcF9hdGY&psc=1", 150 | "asin": "B0BZFGSY5W", 151 | "price": 29.99, 152 | "title": "Sonic Origins Plus - Nintendo Switch", 153 | "rating": 4, 154 | "currency": "USD", 155 | "is_prime": false, 156 | "url_image": "https://m.media-amazon.com/images/I/81NUog-gECL._AC_UY218_.jpg", 157 | "variations": [ 158 | { 159 | "price": 29.99, 160 | "title": "Nintendo Switch", 161 | "not_available": false, 162 | "price_strikethrough": 39.99 163 | } 164 | ], 165 | "best_seller": false, 166 | "price_upper": 29.99, 167 | "is_sponsored": true, 168 | "manufacturer": "SEGA", 169 | "sales_volume": "2K+ bought in past month", 170 | "pricing_count": 1, 171 | "reviews_count": 0, 172 | "is_amazons_choice": false, 173 | "price_strikethrough": 39.99, 174 | "shipping_information": "FREE delivery Wed, Aug 2 Or fastest delivery Mon, Jul 31" 175 | } 176 | ], 177 | "organic": [ 178 | { 179 | "pos": 4, 180 | "url": "/Nintendo-eShop-Gift-Card-Digital/dp/B01LYOCVZF/ref=sr_1_4?keywords=nintendo&qid=1690533043&sr=8-4", 181 | "asin": "B01LYOCVZF", 182 | "price": 20, 183 | "title": "$20 Nintendo eShop Gift Card [Digital Code]", 184 | "rating": 4.7, 185 | "currency": "USD", 186 | "is_prime": false, 187 | "url_image": "https://m.media-amazon.com/images/I/71cj5cNm7ZL._AC_UY218_.jpg", 188 | "variations": [ 189 | { 190 | "asin": "B01LYOCVZF", 191 | "price": 20, 192 | "title": "Nintendo Switch", 193 | "not_available": false 194 | } 195 | ], 196 | "best_seller": false, 197 | "price_upper": 20, 198 | "is_sponsored": false, 199 | "manufacturer": "Nintendo", 200 | "pricing_count": 1, 201 | "reviews_count": 0, 202 | "is_amazons_choice": false 203 | } 204 | ], 205 | "suggested": [], 206 | "amazons_choices": [...], 207 | "instant_recommendations": [] 208 | }, 209 | "parse_status_code": 12000, 210 | "total_results_count": 60000 211 | }, 212 | "created_at": "2023-07-28 08:30:35", 213 | "updated_at": "2023-07-28 08:30:44", 214 | "page": 1, 215 | "url": "https://www.amazon.com/s?k=nintendo&page=1", 216 | "job_id": "7090609474792097793", 217 | "status_code": 200, 218 | "parser_type": "" 219 | } 220 | ] 221 | } 222 | 223 | ``` 224 | 225 | If you have any questions, feel free to contact our 24/7 support team 226 | via live chat or [email](mailto:support@oxylabs.io). 227 | 228 | Looking to scrape more other Amazon data? [Amazon Review Scraper](https://github.com/oxylabs/amazon-review-scraper), [Bypass Amazon CAPTCHA](https://github.com/oxylabs/how-to-bypass-amazon-captcha), [How to Scrape Amazon Prices](https://github.com/oxylabs/how-to-scrape-amazon-prices), [Scraping Amazon Product Data](https://github.com/oxylabs/how-to-scrape-amazon-product-data) 229 | -------------------------------------------------------------------------------- /code_examples/amazon_asin.py: -------------------------------------------------------------------------------- 1 | import requests 2 | from pprint import pprint 3 | 4 | # Structure payload. 5 | payload = { 6 | 'source': 'amazon_search', 7 | 'query': 'nintendo', 8 | 'user_agent_type': 'desktop', 9 | 'parse': True, 10 | 'domain': 'com', 11 | 'geo_location': '10020', 12 | 'locale': 'en-us', 13 | 'start_page': '1', 14 | 'pages': '1' 15 | } 16 | 17 | # Get a response. 18 | response = requests.request( 19 | 'POST', 20 | 'https://realtime.oxylabs.io/v1/queries', 21 | 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[package.extras] 1270 | cffi = ["cffi (>=1.11)"] 1271 | 1272 | [metadata] 1273 | lock-version = "2.0" 1274 | python-versions = "^3.11" 1275 | content-hash = "b0f6053d2889cec7c26a6845463cd63b756248ac5b135a3a64241577d489958c" 1276 | -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- 1 | [tool.poetry] 2 | name = "amazon-asin-scraper" 3 | version = "0.1.0" 4 | description = "A tool for scraping Amazon ASIN codes." 5 | packages = [ 6 | { include = "amazon_asin_scraper", from = "src" }, 7 | ] 8 | authors = ["Ignas Šimkūnas "] 9 | readme = "README.md" 10 | 11 | [tool.poetry.dependencies] 12 | python = "^3.11" 13 | pydantic = "^2.7.4" 14 | click = "^8.1.7" 15 | pandas = "^2.2.2" 16 | selenium = "^4.22.0" 17 | webdriver-manager = "^4.0.1" 18 | pydantic-settings = "^2.3.4" 19 | selenium-wire = "^5.1.0" 20 | blinker="<1.8.0" 21 | 22 | 23 | [build-system] 24 | requires = ["poetry-core"] 25 | build-backend = "poetry.core.masonry.api" 26 | 27 | [tool.mypy] 28 | files = "." 29 | ignore_missing_imports = true 30 | follow_imports = "silent" 31 | show_error_codes = true 32 | warn_redundant_casts = true 33 | warn_unused_configs = true 34 | warn_unused_ignores = true 35 | disallow_incomplete_defs = true 36 | 37 | [tool.isort] 38 | py_version = 311 39 | combine_as_imports = true 40 | profile = "black" 41 | lines_between_types = 1 42 | lines_after_imports = 2 43 | -------------------------------------------------------------------------------- /src/amazon_asin_scraper/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oxylabs/amazon-asin-scraper/68e150ebedb6ec52816c6a6b8f595f7138d235d6/src/amazon_asin_scraper/__init__.py -------------------------------------------------------------------------------- /src/amazon_asin_scraper/__main__.py: -------------------------------------------------------------------------------- 1 | """ 2 | Main module for amazon_asin_scraper. 3 | """ 4 | 5 | import logging 6 | 7 | import click 8 | 9 | from amazon_asin_scraper.collector import AmazonDataCollector 10 | 11 | 12 | logging.basicConfig(level=logging.INFO) 13 | 14 | 15 | @click.command() 16 | @click.option( 17 | "--url", 18 | help="The url of the page for which to return ASIN code data for Amazon products.", 19 | required=True, 20 | ) 21 | def scrape_amazon(url: str) -> None: 22 | collector = AmazonDataCollector() 23 | collector.collect_amazon_asin_data(url) 24 | 25 | 26 | if __name__ == "__main__": 27 | scrape_amazon() 28 | -------------------------------------------------------------------------------- /src/amazon_asin_scraper/collector.py: -------------------------------------------------------------------------------- 1 | """ 2 | Main module for collecting Amazon ASIN code data. 3 | """ 4 | 5 | import logging 6 | 7 | from typing import List 8 | 9 | import pandas as pd 10 | 11 | from amazon_asin_scraper.models import Product 12 | from amazon_asin_scraper.scraper import AmazonASINScraper 13 | 14 | 15 | DEFAULT_OUTPUT_FILE = "amazon_asin_data.csv" 16 | 17 | 18 | class AmazonDataCollector: 19 | """Data collector class for Amazon pages""" 20 | 21 | def __init__( 22 | self, 23 | output_file: str | None = None, 24 | logger: logging.Logger | None = None, 25 | ) -> None: 26 | self._scraper = AmazonASINScraper() 27 | self._output_file = output_file if output_file else DEFAULT_OUTPUT_FILE 28 | self._logger = logger if logger else logging.getLogger(__name__) 29 | 30 | def _save_to_csv(self, products: List[Product]) -> None: 31 | """Saves given list of products with ASIN codes to a CSV file.""" 32 | self._logger.info(f"Writing {len(products)} products to {self._output_file}..") 33 | product_objects = [product.model_dump() for product in products] 34 | df = pd.DataFrame(product_objects) 35 | df.to_csv(self._output_file) 36 | 37 | def collect_amazon_asin_data(self, url: str) -> None: 38 | """ 39 | Scrapes products with ASIN codes from a given Amazon page and stores it into a CSV file. 40 | 41 | Args: 42 | url (str): The URL of the Amazon page for which to scrape products with ASIN codes. 43 | """ 44 | self._logger.info(f"Getting Amazon ASIN code data for url {url}..") 45 | try: 46 | products = self._scraper.scrape_amazon_products(url) 47 | except Exception: 48 | self._logger.exception( 49 | f"Error when scraping Amazon ASIN code data for url {url}." 50 | ) 51 | return 52 | 53 | if not products: 54 | self._logger.info("No product data found for given Amazon page.") 55 | return 56 | 57 | self._save_to_csv(products) 58 | -------------------------------------------------------------------------------- /src/amazon_asin_scraper/exception.py: -------------------------------------------------------------------------------- 1 | """ 2 | Module for base exception class. 3 | """ 4 | 5 | 6 | class BaseException(Exception): 7 | """Base exception class""" 8 | 9 | message: str = "" 10 | 11 | def __init__(self, message: str | None = None) -> None: 12 | super().__init__(message or self.message) 13 | -------------------------------------------------------------------------------- /src/amazon_asin_scraper/models.py: -------------------------------------------------------------------------------- 1 | """ 2 | Pydantic models for Amazon ASIN scraper. 3 | """ 4 | 5 | from pydantic import BaseModel 6 | 7 | 8 | class Product(BaseModel): 9 | title: str 10 | url: str 11 | asin_code: str 12 | -------------------------------------------------------------------------------- /src/amazon_asin_scraper/scraper.py: -------------------------------------------------------------------------------- 1 | """ 2 | Module for scraping Amazon ASIN data. 3 | """ 4 | 5 | import logging 6 | import time 7 | 8 | from enum import Enum 9 | from typing import List 10 | 11 | from selenium.webdriver.chrome.options import Options 12 | from selenium.webdriver.chrome.service import Service 13 | from selenium.webdriver.common.by import By 14 | from selenium.webdriver.remote.webelement import WebElement 15 | from webdriver_manager.chrome import ChromeDriverManager 16 | 17 | from seleniumwire import webdriver 18 | from seleniumwire.request import Request 19 | 20 | from amazon_asin_scraper.models import Product 21 | 22 | 23 | logging.getLogger("WDM").setLevel(logging.ERROR) 24 | logging.getLogger("seleniumwire").setLevel(logging.ERROR) 25 | 26 | 27 | class DriverInitializationError(BaseException): 28 | message = "Unable to initialize Chrome webdriver for scraping." 29 | 30 | 31 | class DriverGetProductsError(BaseException): 32 | message = "Unable to get Amazon product ASIN data with Chrome webdriver." 33 | 34 | 35 | class ProductXPath(str, Enum): 36 | PRODUCTS = "//div[@data-component-type='s-search-result']" 37 | TITLE = ".//h2[@class='a-size-base-plus a-spacing-none a-color-base a-text-normal']/span" 38 | URL = ".//a[@class='a-link-normal s-no-outline']" 39 | 40 | 41 | class AmazonASINScraper: 42 | """Class for scraping Amazon products with ASIN codes""" 43 | 44 | def __init__(self, logger: logging.Logger | None = None) -> None: 45 | self._logger = logger if logger else logging.getLogger(__name__) 46 | self._headers = { 47 | "User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/90.0.4430.93 Safari/537.36", 48 | "Accept-Language": "en-US,en;q=0.9", 49 | "Accept-Encoding": "gzip, deflate, br", 50 | "Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8", 51 | "Connection": "keep-alive", 52 | "Referer": "https://www.amazon.com/", 53 | "Host": "www.amazon.com", 54 | "TE": "Trailers", 55 | } 56 | 57 | def _add_headers_to_request(self, request: Request) -> None: 58 | """Intercepts selenium requests to add headers""" 59 | for key, value in self._headers.items(): 60 | request.headers[key] = value 61 | 62 | def _init_chrome_driver(self) -> webdriver.Chrome: 63 | """Initializes Chrome webdriver""" 64 | chrome_options = Options() 65 | chrome_options.add_argument("--headless") 66 | chrome_options.add_argument("--no-sandbox") 67 | chrome_options.add_argument("--disable-dev-shm-usage") 68 | service = Service(ChromeDriverManager().install()) 69 | driver = webdriver.Chrome(service=service, options=chrome_options) 70 | driver.request_interceptor = self._add_headers_to_request 71 | return driver 72 | 73 | def _parse_product_data(self, product: WebElement) -> Product | None: 74 | """Parses product ASIN code data from the given product element""" 75 | title_element = product.find_element(By.XPATH, ProductXPath.TITLE) 76 | title = title_element.text if title_element else None 77 | 78 | url_element = product.find_element(By.XPATH, ProductXPath.URL) 79 | url = url_element.get_attribute("href") if url_element else None 80 | 81 | asin_code = product.get_attribute("data-asin") 82 | 83 | return Product(title=title, url=url, asin_code=asin_code) 84 | 85 | def _get_product_data_from_page( 86 | self, url: str, driver: webdriver.Chrome 87 | ) -> List[Product]: 88 | """Scrapes the Amazon page for product data""" 89 | driver.get(url) 90 | time.sleep(3) 91 | product_elements = driver.find_elements(By.XPATH, ProductXPath.PRODUCTS) 92 | parsed_products = [] 93 | for product in product_elements: 94 | try: 95 | parsed_product = self._parse_product_data(product) 96 | except Exception: 97 | self._logger.exception( 98 | "Uexpected error when parsing ASIN code data for product. Skipping.." 99 | ) 100 | continue 101 | else: 102 | parsed_products.append(parsed_product) 103 | 104 | return parsed_products 105 | 106 | def scrape_amazon_products(self, url: str) -> List[Product]: 107 | """ 108 | Retrieves a list of products with ASIN codes from Amazon for a given Amazon page URL. 109 | 110 | Returns: 111 | List[Product]: A list of Product objects with ASIN codes. 112 | Raises: 113 | DriverInitializationError: If the Chrome webdriver cannot be initialized. 114 | DriverGetProductsError: If the Amazon ASIN code data cannot be scraped from the Amazon site. 115 | """ 116 | self._logger.info("Scraping Amazon product data..") 117 | 118 | try: 119 | driver = self._init_chrome_driver() 120 | except Exception as e: 121 | raise DriverInitializationError from e 122 | 123 | try: 124 | return self._get_product_data_from_page(url, driver) 125 | except Exception as e: 126 | raise DriverGetProductsError from e 127 | finally: 128 | driver.close() 129 | --------------------------------------------------------------------------------