├── .flake8 ├── .gitignore ├── .pre-commit-config.yaml ├── .python-version ├── Code examples ├── amazon_reviews_csharp.cs ├── amazon_reviews_curl.sh ├── amazon_reviews_golang.go ├── amazon_reviews_java.java ├── amazon_reviews_nodejs.js ├── amazon_reviews_php.php └── amazon_reviews_python.py ├── Makefile ├── README.md ├── poetry.lock ├── pyproject.toml └── src └── amazon_review_scraper ├── __init__.py ├── __main__.py ├── collector.py ├── conf.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 | -------------------------------------------------------------------------------- /Code examples/amazon_reviews_csharp.cs: -------------------------------------------------------------------------------- 1 | using System; 2 | using System.Collections.Generic; 3 | using System.Net.Http; 4 | using System.Net.Http.Json; 5 | using System.Threading.Tasks; 6 | 7 | namespace OxyApi 8 | { 9 | class Program 10 | { 11 | static async Task Main() 12 | { 13 | const string Username = "YOUR_USERNAME"; 14 | const string Password = "YOUR_PASSWORD"; 15 | 16 | var parameters = new Dictionary() 17 | { 18 | { "source", "amazon_reviews" }, 19 | { "domain", "nl" }, 20 | { "query", "B08238V32L" }, 21 | { "parse", true }, 22 | }; 23 | 24 | 25 | var client = new HttpClient(); 26 | 27 | Uri baseUri = new Uri("https://realtime.oxylabs.io"); 28 | client.BaseAddress = baseUri; 29 | 30 | var requestMessage = new HttpRequestMessage(HttpMethod.Post, "/v1/queries"); 31 | requestMessage.Content = JsonContent.Create(parameters); 32 | 33 | var authenticationString = $"{Username}:{Password}"; 34 | var base64EncodedAuthenticationString = Convert.ToBase64String(System.Text.ASCIIEncoding.UTF8.GetBytes(authenticationString)); 35 | requestMessage.Headers.Add("Authorization", "Basic " + base64EncodedAuthenticationString); 36 | 37 | var response = await client.SendAsync(requestMessage); 38 | var contents = await response.Content.ReadAsStringAsync(); 39 | 40 | Console.WriteLine(contents); 41 | } 42 | } 43 | } 44 | -------------------------------------------------------------------------------- /Code examples/amazon_reviews_curl.sh: -------------------------------------------------------------------------------- 1 | curl --user "user:pass1" 'https://realtime.oxylabs.io/v1/queries' -H "Content-Type: application/json" 2 | -d '{"source": "amazon_reviews", "domain": "nl", "query": "B08238V32L", "parse": true}' 3 | -------------------------------------------------------------------------------- /Code examples/amazon_reviews_golang.go: -------------------------------------------------------------------------------- 1 | package main 2 | 3 | import ( 4 | "bytes" 5 | "encoding/json" 6 | "fmt" 7 | "io/ioutil" 8 | "net/http" 9 | ) 10 | 11 | func main() { 12 | const Username = "YOUR_USERNAME" 13 | const Password = "YOUR_PASSWORD" 14 | 15 | payload := map[string]string{ 16 | "source": "amazon_reviews", 17 | "domain": "nl", 18 | "query": "B08238V32L", 19 | "parse": "true", 20 | } 21 | 22 | jsonValue, _ := json.Marshal(payload) 23 | 24 | client := &http.Client{} 25 | request, _ := http.NewRequest("POST", 26 | "https://realtime.oxylabs.io/v1/queries", 27 | bytes.NewBuffer(jsonValue), 28 | ) 29 | 30 | request.SetBasicAuth(Username, Password) 31 | response, _ := client.Do(request) 32 | 33 | responseText, _ := ioutil.ReadAll(response.Body) 34 | fmt.Println(string(responseText)) 35 | } 36 | -------------------------------------------------------------------------------- /Code examples/amazon_reviews_java.java: -------------------------------------------------------------------------------- 1 | package org.example; 2 | 3 | import okhttp3.*; 4 | import org.json.JSONObject; 5 | 6 | public class Main implements Runnable { 7 | private static final String AUTHORIZATION_HEADER = "Authorization"; 8 | public static final String USERNAME = "YOUR_USERNAME"; 9 | public static final String PASSWORD = "YOUR_PASSWORD"; 10 | 11 | public void run() { 12 | JSONObject jsonObject = new JSONObject(); 13 | jsonObject.put("source", "amazon_reviews"); 14 | jsonObject.put("domain", "nl"); 15 | jsonObject.put("query", "B08238V32L"); 16 | jsonObject.put("parse", true); 17 | 18 | Authenticator authenticator = (route, response) -> { 19 | String credential = Credentials.basic(USERNAME, PASSWORD); 20 | 21 | return response 22 | .request() 23 | .newBuilder() 24 | .header(AUTHORIZATION_HEADER, credential) 25 | .build(); 26 | }; 27 | 28 | var client = new OkHttpClient.Builder() 29 | .authenticator(authenticator) 30 | .build(); 31 | 32 | var mediaType = MediaType.parse("application/json; charset=utf-8"); 33 | var body = RequestBody.create(jsonObject.toString(), mediaType); 34 | var request = new Request.Builder() 35 | .url("https://realtime.oxylabs.io/v1/queries") 36 | .post(body) 37 | .build(); 38 | 39 | try (var response = client.newCall(request).execute()) { 40 | assert response.body() != null; 41 | System.out.println(response.body().string()); 42 | } catch (Exception exception) { 43 | System.out.println("Error: " + exception.getMessage()); 44 | } 45 | 46 | System.exit(0); 47 | } 48 | 49 | public static void main(String[] args) { 50 | new Thread(new Main()).start(); 51 | } 52 | } 53 | -------------------------------------------------------------------------------- /Code examples/amazon_reviews_nodejs.js: -------------------------------------------------------------------------------- 1 | import fetch from 'node-fetch'; 2 | 3 | const username = 'YOUR_USERNAME'; 4 | const password = 'YOUR_PASSWORD'; 5 | const body = { 6 | 'source': 'amazon_reviews', 7 | 'domain': 'nl', 8 | 'query': 'B08238V32L', 9 | 'parse': true 10 | }; 11 | const response = await fetch('https://realtime.oxylabs.io/v1/queries', { 12 | method: 'post', 13 | body: JSON.stringify(body), 14 | headers: { 15 | 'Content-Type': 'application/json', 16 | 'Authorization': 'Basic ' + Buffer.from(`${username}:${password}`).toString('base64'), 17 | } 18 | }); 19 | 20 | console.log(await response.json()); 21 | -------------------------------------------------------------------------------- /Code examples/amazon_reviews_php.php: -------------------------------------------------------------------------------- 1 | 'amazon_reviews', 5 | 'domain' => 'nl', 6 | 'query' => 'B08238V32L', 7 | 'parse' => true, 8 | ); 9 | 10 | $ch = curl_init(); 11 | 12 | curl_setopt($ch, CURLOPT_URL, "https://realtime.oxylabs.io/v1/queries"); 13 | curl_setopt($ch, CURLOPT_RETURNTRANSFER, 1); 14 | curl_setopt($ch, CURLOPT_POSTFIELDS, json_encode($params)); 15 | curl_setopt($ch, CURLOPT_POST, 1); 16 | curl_setopt($ch, CURLOPT_USERPWD, "user" . ":" . "pass1"); 17 | 18 | 19 | $headers = array(); 20 | $headers[] = "Content-Type: application/json"; 21 | curl_setopt($ch, CURLOPT_HTTPHEADER, $headers); 22 | 23 | $result = curl_exec($ch); 24 | echo $result; 25 | 26 | if (curl_errno($ch)) { 27 | echo 'Error:' . curl_error($ch); 28 | } 29 | curl_close($ch); 30 | -------------------------------------------------------------------------------- /Code examples/amazon_reviews_python.py: -------------------------------------------------------------------------------- 1 | from pprint import pprint 2 | 3 | import requests 4 | 5 | 6 | # Structure payload. 7 | payload = { 8 | "source": "amazon_reviews", 9 | "domain": "nl", 10 | "query": "B08238V32L", 11 | "parse": True, 12 | } 13 | 14 | 15 | # Get response. 16 | response = requests.request( 17 | "POST", 18 | "https://realtime.oxylabs.io/v1/queries", 19 | auth=("user", "pass1"), 20 | json=payload, 21 | ) 22 | 23 | # Print prettified response to stdout. 24 | pprint(response.json()) 25 | -------------------------------------------------------------------------------- /Makefile: -------------------------------------------------------------------------------- 1 | # Makefile for running Amazon review 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 "$(ASIN_CODE)" ]; then \ 13 | echo 'Error: An asin code of an Amazon product is required. Use make scrape ASIN_CODE=""'; \ 14 | exit 1; \ 15 | else \ 16 | poetry run python -m amazon_review_scraper --asin-code="$(ASIN_CODE)"; \ 17 | fi 18 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Amazon Review 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 Review Scraper](#amazon-review-scraper) 8 | + [Free Amazon Scraper](#free-amazon-scraper) 9 | + [Prerequisites](#prerequisites) 10 | + [Installation](#installation) 11 | + [Retrieving the ASIN code of an Amazon product to scrape reviews from](#retrieving-the-asin-code-of-an-amazon-product-to-scrape-reviews-from) 12 | + [Scraping Amazon Review data](#scraping-amazon-review-data) 13 | + [Retrieved data](#retrieved-data) 14 | + [Notes](#notes) 15 | - [Scraping Amazon with Oxylabs API](#scraping-amazon-with-oxylabs-api) 16 | + [Python code example](#python-code-example) 17 | + [Output Example](#output-example) 18 | 19 | Amazon Review Scraper is designed to extract localized Amazon ratings and reviews in real-time without a hitch. In this guide, we'll demonstrate how to get this data for **free** on a small scale. If you need a bigger scale scraper, please refer to the 2nd part of the tutorial, where we'll scrape public Amazon data with Oxylabs API. 20 | 21 | ### Free Amazon Scraper 22 | 23 | A free tool used to get Amazon review data for a provided Amazon product. 24 | 25 | ### Prerequisites 26 | 27 | To run this tool, you need to have Python 3.11 installed in your system. 28 | 29 | ### Installation 30 | 31 | Open up a terminal window, navigate to this repository and run this command: 32 | 33 | ```make install``` 34 | 35 | ### Retrieving the ASIN code of an Amazon product to scrape reviews from 36 | 37 | First off, open up a product you want to scrape reviews from in Amazon. 38 | 39 | After the page has loaded, click on the URL of the page in your browser. 40 | 41 | You should see something like this: `https://amazon.com//dp/` 42 | 43 | For this example, let's take a cat bed from Amazon as a product. 44 | 45 | The URL for this product looks like this: `https://www.amazon.com/Warming-Pets-Removable-Non-Slip-Washable/dp/B096S3QHWL` 46 | 47 | image 48 | 49 | Copy and save the ASIN code. We'll use it for scraping reviews for this product. 50 | 51 | The ASIN code for this product is: `B096S3QHWL`. 52 | 53 | ### Scraping Amazon Review data 54 | 55 | To get reviews for a selected product, simply run this command in your terminal: 56 | 57 | ```make scrape ASIN_CODE=""``` 58 | 59 | With the ASIN code we retrieved earlier, the command would look like this: 60 | 61 | ```make scrape ASIN_CODE="B096S3QHWL"``` 62 | 63 | Make sure to surround the code with quotation marks, otherwise the tool might have trouble parsing it. 64 | 65 | After running the command, your terminal should look something like this: 66 | 67 | image 68 | 69 | ### Retrieved data 70 | 71 | After the tool has finished running, you should see a file named `amazon_reviews.csv` in your directory. 72 | 73 | The generated CSV file contains data with these columns inside it: 74 | 75 | - `author` - The author of the review. 76 | - `content` - The content of the review. 77 | - `rating` - The rating for the product. 78 | - `title` - The title of the review. 79 | 80 | The data should look something like this: 81 | 82 | image 83 | 84 | ### Notes 85 | 86 | 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. 87 | 88 | ## Scraping Amazon with Oxylabs API 89 | 90 | Now, we'll demonstrate how to scrape public Amazon review data with Oxylabs API. Bear in mind that you'll need an active subsciption to use this tool–you may get a free trial [here](https://dashboard.oxylabs.io/). 91 | 92 | You can retrieve Amazon reviews by providing the **ASIN** number to our service. Our API will return the results in **JSON** or **HTML** format. 93 | 94 | ### Python code example 95 | 96 | The following example showcases how you can make a request to retrieve 97 | product reviews for ASIN **B08238V32L** on the `amazon.nl` marketplace: 98 | 99 | ```python 100 | import requests 101 | from pprint import pprint 102 | 103 | 104 | # Structure payload. 105 | payload = { 106 | 'source': 'amazon_reviews', 107 | 'domain': 'nl', 108 | 'query': 'B08238V32L', 109 | 'parse': True, 110 | } 111 | 112 | 113 | # Get response. 114 | response = requests.request( 115 | 'POST', 116 | 'https://realtime.oxylabs.io/v1/queries', 117 | auth=('user', 'pass1'), 118 | json=payload, 119 | ) 120 | 121 | # Print prettified response to stdout. 122 | pprint(response.json()) 123 | 124 | ``` 125 | 126 | See code examples for other programming languages 127 | [here](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/amazon/reviews#code-examples). 128 | 129 | ### Output Example 130 | 131 | ```json 132 | { 133 | "results": [ 134 | { 135 | "content": { 136 | "asin": "B08238V32L", 137 | "asin_in_url": "B08238V32L", 138 | "page": 1, 139 | "page_type": "Question", 140 | "pages": 1, 141 | "parse_status_code": 12000, 142 | "product_name": "VASAGLE bureau, computer bureau, 100 x 50 x 75 cm, eenvoudige constructie, industriële vormgeving, vintage bruin-zwart LWD41X", 143 | "reviews": [ 144 | { 145 | "author": "jack ouwehand", 146 | "content": "de levering was eerder dan gepland ,dat was prettig.. Het wordt gebruikt als computertafel", 147 | "id": "R238HIUHAN7PFT", 148 | "is_verified": "True", 149 | "product_attributes": "Maat: 100 x 50 x 75 cmKleur: Honingbruin + Zwart", 150 | "rating": 4, 151 | "timestamp": "Beoordeeld in Nederland 🇳🇱 op 20 juni 2023", 152 | "title": "4,0 van 5 sterren dat het product eenvoudig met de gebruiksaanwijzing in elkaar kon worden gezet." 153 | }, 154 | ... 155 | { 156 | "author": "mstf", 157 | "content": "A really solid table, I definitely recommend it, I bought this table as a result of my long research.", 158 | "id": "R13WDAOIY4YVXJ", 159 | "is_verified": "True", 160 | "product_attributes": "", 161 | "rating": 5, 162 | "timestamp": "Beoordeeld in Nederland 🇳🇱 op 5 mei 2022", 163 | "title": "5,0 van 5 sterren i think best price performance table" 164 | } 165 | ], 166 | "url": "https://www.amazon.nl/product-reviews/B08238V32L?reviewerType=all_reviews&pageNumber=1" 167 | }, 168 | "created_at": "2023-07-19 14:04:35", 169 | "job_id": "7087432033898598401", 170 | "page": 1, 171 | "parser_type": "", 172 | "status_code": 200, 173 | "updated_at": "2023-07-19 14:04:38", 174 | "url": "https://www.amazon.nl/product-reviews/B08238V32L?reviewerType=all_reviews&pageNumber=1" 175 | } 176 | ] 177 | } 178 | ``` 179 | Check out other tutorials on scraping Amazon data: [Amazon ASIN Scraper](https://github.com/oxylabs/amazon-asin-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) 180 | -------------------------------------------------------------------------------- /poetry.lock: -------------------------------------------------------------------------------- 1 | # This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. 2 | 3 | [[package]] 4 | name = "annotated-types" 5 | version = 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-------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- 1 | [tool.poetry] 2 | name = "amazon-review-scraper" 3 | version = "0.1.0" 4 | description = "A tool for scraping Amazon Reviews." 5 | packages = [ 6 | { include = "amazon_review_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 | blinker="<1.8.0" 20 | 21 | 22 | [build-system] 23 | requires = ["poetry-core"] 24 | build-backend = "poetry.core.masonry.api" 25 | 26 | [tool.mypy] 27 | files = "." 28 | ignore_missing_imports = true 29 | follow_imports = "silent" 30 | show_error_codes = true 31 | warn_redundant_casts = true 32 | warn_unused_configs = true 33 | warn_unused_ignores = true 34 | disallow_incomplete_defs = true 35 | 36 | [tool.isort] 37 | py_version = 311 38 | combine_as_imports = true 39 | profile = "black" 40 | lines_between_types = 1 41 | lines_after_imports = 2 42 | -------------------------------------------------------------------------------- /src/amazon_review_scraper/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oxylabs/amazon-review-scraper/fe5fb7fcce5b3e030548f33c3b88505d0c927dba/src/amazon_review_scraper/__init__.py -------------------------------------------------------------------------------- /src/amazon_review_scraper/__main__.py: -------------------------------------------------------------------------------- 1 | """ 2 | Main module for amazon_review_scraper. 3 | """ 4 | 5 | import logging 6 | 7 | import click 8 | 9 | from amazon_review_scraper.collector import AmazonReviewDataCollector 10 | 11 | 12 | logging.basicConfig(level=logging.INFO) 13 | 14 | 15 | @click.command() 16 | @click.option( 17 | "--asin-code", 18 | help="The ASIN code of the product for which to scrape Amazon reviews for.", 19 | required=True, 20 | ) 21 | def scrape_amazon_reviews(asin_code: str) -> None: 22 | collector = AmazonReviewDataCollector() 23 | collector.collect_amazon_review_data(asin_code) 24 | 25 | 26 | if __name__ == "__main__": 27 | scrape_amazon_reviews() 28 | -------------------------------------------------------------------------------- /src/amazon_review_scraper/collector.py: -------------------------------------------------------------------------------- 1 | """ 2 | Main module for collecting Amazon Review data. 3 | """ 4 | 5 | import logging 6 | 7 | from typing import List 8 | 9 | import pandas as pd 10 | 11 | from amazon_review_scraper.models import Review 12 | from amazon_review_scraper.scraper import AmazonReviewScraper 13 | 14 | 15 | DEFAULT_OUTPUT_FILE = "amazon_reviews.csv" 16 | 17 | 18 | class AmazonReviewDataCollector: 19 | """Data collector class for Amazon Reviews""" 20 | 21 | def __init__( 22 | self, 23 | output_file: str | None = None, 24 | logger: logging.Logger | None = None, 25 | ) -> None: 26 | self._scraper = AmazonReviewScraper() 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, reviews: List[Review]) -> None: 31 | """Saves given list of product reviews to a CSV file.""" 32 | self._logger.info(f"Writing {len(reviews)} reviews to {self._output_file}..") 33 | review_obejcts = [review.model_dump() for review in reviews] 34 | df = pd.DataFrame(review_obejcts) 35 | df.to_csv(self._output_file) 36 | 37 | def collect_amazon_review_data(self, asin_code: str) -> None: 38 | """ 39 | Scrapes reviews from a given Amazon product page based on given ASIN code and stores it into a CSV file. 40 | 41 | Args: 42 | asin_code (str): The ASIN code of the Amazon product for which to scrape reviews. 43 | """ 44 | self._logger.info(f"Getting Amazon reviews for ASIN code {asin_code}..") 45 | try: 46 | reviews = self._scraper.scrape_amazon_reviews(asin_code) 47 | except Exception: 48 | self._logger.exception( 49 | f"Error when scraping Amazon reviews for product {asin_code}." 50 | ) 51 | return 52 | 53 | if not reviews: 54 | self._logger.info(f"No reviews found for given product {asin_code}.") 55 | return 56 | 57 | self._save_to_csv(reviews) 58 | -------------------------------------------------------------------------------- /src/amazon_review_scraper/conf.py: -------------------------------------------------------------------------------- 1 | """ 2 | Config module for amazon_review_scraper. 3 | """ 4 | 5 | from pydantic_settings import BaseSettings 6 | 7 | 8 | class AmazonReviewScraperSettings(BaseSettings): 9 | """Settings class for Amazon Review Scraper""" 10 | 11 | def get_amazon_product_url(self, asin_code: str) -> str: 12 | """Returns an Amazon product URL for a given ASIN code.""" 13 | return f"https://www.amazon.com/dp/{asin_code}" 14 | 15 | 16 | amazon_review_scraper_settings = AmazonReviewScraperSettings() 17 | -------------------------------------------------------------------------------- /src/amazon_review_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_review_scraper/models.py: -------------------------------------------------------------------------------- 1 | """ 2 | Pydantic models for Amazon Review scraper. 3 | """ 4 | 5 | from pydantic import BaseModel 6 | 7 | 8 | class Review(BaseModel): 9 | author: str 10 | content: str 11 | rating: int 12 | title: str 13 | -------------------------------------------------------------------------------- /src/amazon_review_scraper/scraper.py: -------------------------------------------------------------------------------- 1 | """ 2 | Module for scraping Amazon reviews. 3 | """ 4 | 5 | import logging 6 | import time 7 | 8 | from typing import List 9 | 10 | from selenium import webdriver 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 amazon_review_scraper.conf import amazon_review_scraper_settings 18 | from amazon_review_scraper.models import Review 19 | 20 | 21 | logging.getLogger("WDM").setLevel(logging.ERROR) 22 | 23 | 24 | class DriverInitializationError(BaseException): 25 | message = "Unable to initialize Chrome webdriver for scraping." 26 | 27 | 28 | class DriverGetReviewsError(BaseException): 29 | message = "Unable to get Amazon review data with Chrome webdriver." 30 | 31 | 32 | class AmazonReviewScraper: 33 | """Class for scraping Amazon reviews""" 34 | 35 | def __init__(self, logger: logging.Logger | None = None) -> None: 36 | self._logger = logger if logger else logging.getLogger(__name__) 37 | 38 | def _init_chrome_driver(self) -> webdriver.Chrome: 39 | """Initializes Chrome webdriver""" 40 | chrome_options = Options() 41 | chrome_options.add_argument("--headless") 42 | service = Service(ChromeDriverManager().install()) 43 | driver = webdriver.Chrome(service=service, options=chrome_options) 44 | return driver 45 | 46 | def _parse_review_data(self, review: WebElement) -> Review: 47 | """Parses review data from the given review element""" 48 | author = review.find_element(By.CLASS_NAME, "a-profile-name").text 49 | content = review.find_element(By.CLASS_NAME, "reviewText").text 50 | rating_element = review.find_element( 51 | By.CLASS_NAME, "review-rating" 52 | ).find_element(By.CLASS_NAME, "a-icon-alt") 53 | rating_text = rating_element.get_attribute("innerHTML") 54 | rating = float(rating_text.split(" out of ")[0]) 55 | 56 | title_element = review.find_element( 57 | By.CLASS_NAME, "review-title-content" 58 | ).find_element(By.TAG_NAME, "span") 59 | title = title_element.text 60 | 61 | return Review( 62 | author=author, 63 | content=content, 64 | rating=rating, 65 | title=title, 66 | ) 67 | 68 | def _get_reviews_from_product_page( 69 | self, url: str, driver: webdriver.Chrome 70 | ) -> List[Review]: 71 | """Scrapes the Amazon product page for reviews""" 72 | driver.get(url) 73 | time.sleep(3) 74 | review_elements = driver.find_elements(By.CLASS_NAME, "review") 75 | parsed_reviews = [] 76 | for review in review_elements: 77 | try: 78 | parsed_review = self._parse_review_data(review) 79 | except Exception: 80 | self._logger.exception( 81 | "Uexpected error when parsing data for product. Skipping.." 82 | ) 83 | continue 84 | else: 85 | parsed_reviews.append(parsed_review) 86 | 87 | return parsed_reviews 88 | 89 | def scrape_amazon_reviews(self, asin_code: str) -> List[Review]: 90 | """ 91 | Retrieves a list of reviews from Amazon for a given Amazon product ASIN code. 92 | 93 | Returns: 94 | List[Review]: A list of Review objects. 95 | Raises: 96 | DriverInitializationError: If the Chrome webdriver cannot be initialized. 97 | DriverGetReviewsError: If the Amazon product review data cannot be scraped from the Amazon site. 98 | """ 99 | self._logger.info(f"Scraping Amazon Reviews for product {asin_code}..") 100 | 101 | try: 102 | driver = self._init_chrome_driver() 103 | except Exception as e: 104 | raise DriverInitializationError from e 105 | 106 | url = amazon_review_scraper_settings.get_amazon_product_url(asin_code) 107 | try: 108 | return self._get_reviews_from_product_page(url, driver) 109 | except Exception as e: 110 | raise DriverGetReviewsError from e 111 | finally: 112 | driver.close() 113 | --------------------------------------------------------------------------------