├── .flake8 ├── .gitignore ├── .pre-commit-config.yaml ├── Makefile ├── README.md ├── code_examples ├── google_play_create_job.py └── google_play_get_results.py ├── poetry.lock ├── pyproject.toml └── src └── google_play_scraper ├── __init__.py ├── __main__.py ├── collector.py ├── conf.py ├── exception.py ├── models.py ├── parser.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 | -------------------------------------------------------------------------------- /.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 | -------------------------------------------------------------------------------- /Makefile: -------------------------------------------------------------------------------- 1 | # Makefile for running the Google Play 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 "$(QUERY)" ]; then \ 13 | echo 'Error: A query string is required. Use make scrape QUERY="" [CATEGORY=""]'; \ 14 | exit 1; \ 15 | else \ 16 | poetry run python -m google_play_scraper --query="$(QUERY)" $(if $(CATEGORY),--category="$(CATEGORY)"); \ 17 | fi 18 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Google Play Scraper 2 | 3 | [![Oxylabs promo code](https://raw.githubusercontent.com/oxylabs/google-news-scraper/refs/heads/main/Scrape%20Google%20data%20with%20Web%20Scraper%20API.png)](https://oxylabs.go2cloud.org/aff_c?offer_id=7&aff_id=877&url_id=112) 4 | 5 | [![](https://dcbadge.vercel.app/api/server/eWsVUJrnG5)](https://discord.gg/GbxmdGhZjq) 6 | 7 | This tutorial will show you how to gather public data from the Google Play store, including data points like **title**, **price**, **version number**, **download rates**, **reviews**, and more. In this repository, you can find a **free Google Play scraper tool**, designed for smaller-scale scraping tasks. If you want to increase your scraping scale, the second part of this guide will show you how to utilize a far more effective Oxylabs' [Scraper API](https://oxylabs.io/products/scraper-api). It comes with a **free trial**, which you can claim by registering a free account on the [dashboard](https://dashboard.oxylabs.io/). 8 | 9 | - [Free Google Play Scraper](#free-google-play-scraper) 10 | * [Prerequisites](#prerequisites) 11 | * [Installation](#installation) 12 | * [Scraping Google Play](#scraping-google-play) 13 | + [1. Select a category:](#1-select-a-category) 14 | + [2. Use a search keyword:](#2-use-a-search-keyword) 15 | * [Notes](#notes) 16 | - [Scrape Google Play data with Oxylabs Scraper API](#scrape-google-play-data-with-oxylabs-scraper-api) 17 | * [Python code example](#python-code-example) 18 | * [Output example](#output-example) 19 | 20 | ## Free Google Play Scraper 21 | 22 | A free tool which you can use to get data for apps, books, or movies from Google Play using a specific search query. 23 | 24 | ### Prerequisites 25 | 26 | To run this tool, you need to have Python `3.11` or later installed on your system. 27 | 28 | ### Installation 29 | 30 | Open up a terminal window, navigate to this repository, and run this command: 31 | 32 | ```make install``` 33 | 34 | ### Scraping Google Play 35 | 36 | #### 1. Select a category: 37 | 38 | To scrape data from Google Play, first choose one of these categories, that are available in Google Play: 39 | 40 | - `apps` 41 | - `movies` 42 | - `books` 43 | 44 | The default category in the tool is `apps`, so feel free to omit the `CATEGORY` parameter from the command if that's the category you need. 45 | 46 | If you prefer to choose a different category than `apps`, run this command in your terminal: 47 | 48 | ```bash 49 | make scrape QUERY="" CATEGORY=" 50 | ``` 51 | 52 | Otherwise, the command should look like this: 53 | 54 | ```bash 55 | make scrape QUERY="" 56 | ``` 57 | 58 | > [!NOTE] 59 | > Make sure the category name is in **lowercase**. 60 | 61 | 62 | #### 2. Use a search keyword: 63 | 64 | For this example, let's try scraping Google Play results for movies about fishing. The command should look like this: 65 | 66 | ```bash 67 | make scrape QUERY="fishing" CATEGORY="movies" 68 | ``` 69 | 70 | > [!NOTE] 71 | > Make sure to enclose your query and category in quotation marks. Otherwise, the tool might have trouble parsing it. 72 | 73 | After running the command, you should see a similar output in your terminal: 74 | 75 | image 76 | 77 | After the tool finishes running, you can find a file named `movies_play_items.csv` in your current working directory. This file contains Google Play items for the query and category you entered. The file name will always be in this format: `{category}_play_items.csv`. The generated CSV file contains these columns of data: 78 | 79 | - `title` - The title of the movie. 80 | - `price` - The price of the movie to rent. 81 | - `rating` - The rating of the movie. 82 | - `cover_url` - The URL to the image of the cover for the movie. 83 | - `url` - The URL for the movie. 84 | 85 | Here's an example of how the scraped and parsed data should look like: 86 | 87 | image 88 | 89 | ### Notes 90 | 91 | 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. 92 | 93 | ## Scrape Google Play data with Oxylabs Scraper API 94 | 95 | After purchasing access to the API or claiming your free trial, you'll have to use your API credentials for authentication. 96 | 97 | You can retrieve Google Play results by providing your target URLs and 98 | forming a `payload` with job parameters. [Scraper API](https://oxylabs.io/products/scraper-api) will return the **HTML** of 99 | any public Google Play page you have provided. 100 | 101 | ### Python code example 102 | 103 | The following examples demonstrate how you can get Google Play results 104 | in HTML format. To begin, you need to send the request to the API using 105 | the 106 | [Push-Pull](https://developers.oxylabs.io/scraper-apis/serp-scraper-api/integration-methods/push-pull) 107 | method (or [other methods](https://developers.oxylabs.io/scraper-apis/serp-scraper-api/integration-methods)): 108 | 109 | ```python 110 | import requests 111 | from pprint import pprint 112 | 113 | # Structure payload. 114 | payload = { 115 | 'source': 'google', 116 | 'url': 'https://play.google.com/store/games?hl=en_GB&gl=UK', 117 | 'user_agent_type': 'desktop_edge', 118 | 'render': 'html', 119 | 'geo_location': 'United Kingdom', 120 | 'locale': 'en-gb' 121 | } 122 | 123 | # Get response. 124 | response = requests.request( 125 | 'POST', 126 | 'https://data.oxylabs.io/v1/queries', 127 | auth=('USERNAME', 'PASSWORD'), #Your credentials go here 128 | json=payload 129 | ) 130 | 131 | # This will return a JSON response with job information and results URLs. 132 | pprint(response.json()) 133 | ``` 134 | 135 | Once the job is finished, you can then send another request to retrieve 136 | the Google Play results. Here, you must use the **job ID** value that’s 137 | provided in the response of the above code sample: 138 | 139 | ```python 140 | import requests 141 | from pprint import pprint 142 | 143 | # Get response. 144 | response = requests.request( 145 | 'GET', 146 | 'http://data.oxylabs.io/v1/queries/{job_id}/results', 147 | auth=('USERNAME', 'PASSWORD') 148 | ) 149 | 150 | # This will return a JSON response with scraped results. 151 | pprint(response.json()) 152 | ``` 153 | 154 | Visit our 155 | [documentation](https://developers.oxylabs.io/scraper-apis/serp-scraper-api/google/url) 156 | for more information. 157 | 158 | ### Output example 159 | 160 | The response will be in JSON format, containing HTML content and details about the job itself: 161 | 162 | ```json 163 | { 164 | "results": [ 165 | { 166 | "content": "email](mailto:support@oxylabs.io) if you need 183 | assistance. 184 | 185 | Read More Google Scraping Related Repositories: [Google Sheets for Basic Web Scraping](https://github.com/oxylabs/web-scraping-google-sheets), [How to Scrape Google Shopping Results](https://github.com/oxylabs/scrape-google-shopping), [How To Scrape Google Jobs](https://github.com/oxylabs/how-to-scrape-google-jobs), [Google News Scrpaer](https://github.com/oxylabs/google-news-scraper), [How to Scrape Google Scholar](https://github.com/oxylabs/how-to-scrape-google-scholar), [How to Scrape Google Flights with Python](https://github.com/oxylabs/how-to-scrape-google-flights), [How To Scrape Google Images](https://github.com/oxylabs/how-to-scrape-google-images), [Scrape Google Search Results](https://github.com/oxylabs/scrape-google-python), [Scrape Google Trends](https://github.com/oxylabs/how-to-scrape-google-trends) 186 | -------------------------------------------------------------------------------- /code_examples/google_play_create_job.py: -------------------------------------------------------------------------------- 1 | from pprint import pprint 2 | 3 | import requests 4 | 5 | 6 | # Structure payload. 7 | payload = { 8 | "source": "google", 9 | "url": "https://play.google.com/store/games?hl=en_GB&gl=UK", 10 | "user_agent_type": "desktop_edge", 11 | "render": "html", 12 | "geo_location": "United Kingdom", 13 | "locale": "en-gb", 14 | } 15 | 16 | # Get response. 17 | response = requests.request( 18 | "POST", 19 | "https://data.oxylabs.io/v1/queries", 20 | auth=("USERNAME", "PASSWORD"), # Your credentials go here 21 | json=payload, 22 | ) 23 | 24 | # Instead of response with job status and results url, this will return the 25 | # JSON response with results. 26 | pprint(response.json()) 27 | -------------------------------------------------------------------------------- /code_examples/google_play_get_results.py: -------------------------------------------------------------------------------- 1 | from pprint import pprint 2 | 3 | import requests 4 | 5 | 6 | # Get response. 7 | response = requests.request( 8 | "GET", 9 | 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files = [ 822 | {file = "wsproto-1.2.0-py3-none-any.whl", hash = "sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736"}, 823 | {file = "wsproto-1.2.0.tar.gz", hash = "sha256:ad565f26ecb92588a3e43bc3d96164de84cd9902482b130d0ddbaa9664a85065"}, 824 | ] 825 | 826 | [package.dependencies] 827 | h11 = ">=0.9.0,<1" 828 | 829 | [metadata] 830 | lock-version = "2.0" 831 | python-versions = "^3.11" 832 | content-hash = "f3343e3b409049f437342b454c230690896328f90b5fcfe77b452464c12e6cc5" 833 | -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- 1 | [tool.poetry] 2 | name = "google-play-scraper" 3 | version = "0.1.0" 4 | description = "A tool for scraping Google Play data." 5 | packages = [ 6 | { include = "google_play_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 = "^4.0.2" 18 | pydantic-settings = "^2.3.4" 19 | 20 | 21 | [build-system] 22 | requires = ["poetry-core"] 23 | build-backend = "poetry.core.masonry.api" 24 | 25 | [tool.mypy] 26 | files = "." 27 | ignore_missing_imports = true 28 | follow_imports = "silent" 29 | show_error_codes = true 30 | warn_redundant_casts = true 31 | warn_unused_configs = true 32 | warn_unused_ignores = true 33 | disallow_incomplete_defs = true 34 | 35 | [tool.isort] 36 | py_version = 311 37 | combine_as_imports = true 38 | profile = "black" 39 | lines_between_types = 1 40 | lines_after_imports = 2 41 | -------------------------------------------------------------------------------- /src/google_play_scraper/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oxylabs/google-play-scraper/3580d33431ad161acce2cb22fc699c65b57fcfcb/src/google_play_scraper/__init__.py -------------------------------------------------------------------------------- /src/google_play_scraper/__main__.py: -------------------------------------------------------------------------------- 1 | """ 2 | Main module for google_play_scraper. 3 | """ 4 | 5 | import logging 6 | 7 | import click 8 | 9 | from google_play_scraper.collector import GooglePlayDataCollector 10 | from google_play_scraper.conf import GooglePlayCategory 11 | 12 | 13 | logging.basicConfig(level=logging.INFO) 14 | 15 | 16 | @click.command() 17 | @click.option( 18 | "--query", 19 | help="The query for which to return Google Play results for.", 20 | required=True, 21 | ) 22 | @click.option( 23 | "--category", 24 | help="The category in which to search Google Play results for. Default: Apps", 25 | required=False, 26 | default="apps", 27 | ) 28 | def scrape_google_play(query: str, category: str) -> None: 29 | try: 30 | category = GooglePlayCategory(category) 31 | except ValueError: 32 | categories = ", ".join(GooglePlayCategory.__members__.values()) 33 | logging.error(f"Invalid category {category}. Must be one of: {categories}") 34 | return 35 | 36 | collector = GooglePlayDataCollector() 37 | collector.save_play_data(query, category) 38 | 39 | 40 | if __name__ == "__main__": 41 | scrape_google_play() 42 | -------------------------------------------------------------------------------- /src/google_play_scraper/collector.py: -------------------------------------------------------------------------------- 1 | """ 2 | Main module for collecting Google Play data. 3 | """ 4 | 5 | import logging 6 | 7 | from typing import List 8 | 9 | import pandas as pd 10 | 11 | from google_play_scraper.conf import GooglePlayCategory 12 | from google_play_scraper.models import PlayItem 13 | from google_play_scraper.scraper import GooglePlayScraper 14 | 15 | 16 | DEFAULT_OUTPUT_FILE = "play_items.csv" 17 | 18 | 19 | class GooglePlayDataCollector: 20 | """Data collector class for Google Play""" 21 | 22 | def __init__( 23 | self, 24 | output_file: str | None = None, 25 | logger: logging.Logger | None = None, 26 | ) -> None: 27 | self._scraper = GooglePlayScraper() 28 | self._output_file = output_file if output_file else DEFAULT_OUTPUT_FILE 29 | self._logger = logger if logger else logging.getLogger(__name__) 30 | 31 | def _save_to_csv(self, items: List[PlayItem], category: GooglePlayCategory) -> None: 32 | """Saves given list of play items to a CSV file.""" 33 | output_file_name = f"{category.value}_{self._output_file}" 34 | self._logger.info(f"Writing {len(items)} items to {output_file_name}..") 35 | play_items = [item.payload.model_dump() for item in items] 36 | df = pd.DataFrame(play_items) 37 | df.to_csv(output_file_name) 38 | 39 | def save_play_data(self, query: str, category: GooglePlayCategory) -> None: 40 | """ 41 | Scrapes data from Google Play for a given query string and stores it into a CSV file. 42 | 43 | Args: 44 | query (str): The query string for which to get Google Play results. 45 | category (GooglePlayCategory): The category in which to search for Google Play results. 46 | """ 47 | self._logger.info( 48 | f"Getting Google Play data for query {query} in category {category.value}.." 49 | ) 50 | try: 51 | items = self._scraper.get_play_data(query, category) 52 | except Exception: 53 | self._logger.exception( 54 | f"Error when scraping Google Play for query {query}." 55 | ) 56 | return 57 | 58 | if not items: 59 | self._logger.info("No items found for query.") 60 | return 61 | 62 | self._save_to_csv(items, category) 63 | -------------------------------------------------------------------------------- /src/google_play_scraper/conf.py: -------------------------------------------------------------------------------- 1 | """ 2 | Config module for google_play_scraper. 3 | """ 4 | 5 | from enum import Enum 6 | from urllib.parse import quote 7 | 8 | from pydantic_settings import BaseSettings 9 | 10 | 11 | class GooglePlayCategory(str, Enum): 12 | """Enum for Google Play categories""" 13 | 14 | APPS = "apps" 15 | BOOKS = "books" 16 | MOVIES = "movies" 17 | 18 | 19 | class GooglePlayScraperSettings(BaseSettings): 20 | """Settings class for Google Play Scraper""" 21 | 22 | url: str = "https://play.google.com/store/search" 23 | 24 | def get_play_url(self, query: str, category: GooglePlayCategory) -> str: 25 | """Returns a Google Play URL for a given query string.""" 26 | encoded_query = quote(query) 27 | encoded_category = quote(category.value) 28 | return f"{self.url}?q={encoded_query}&c={encoded_category}&hl=en_GB&gl=UK" 29 | 30 | 31 | google_play_scraper_settings = GooglePlayScraperSettings() 32 | -------------------------------------------------------------------------------- /src/google_play_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/google_play_scraper/models.py: -------------------------------------------------------------------------------- 1 | """ 2 | Pydantic models for Google Play scraper. 3 | """ 4 | 5 | from pydantic import BaseModel 6 | 7 | 8 | class App(BaseModel): 9 | title: str 10 | author: str 11 | rating: str | None 12 | icon_url: str 13 | url: str 14 | 15 | 16 | class Movie(BaseModel): 17 | title: str 18 | url: str 19 | rating: str | None 20 | price: str | None 21 | cover_url: str 22 | 23 | 24 | class Book(BaseModel): 25 | title: str 26 | url: str 27 | rating: str | None 28 | price: str | None 29 | cover_url: str 30 | 31 | 32 | class PlayItem(BaseModel): 33 | payload: App | Movie | Book 34 | -------------------------------------------------------------------------------- /src/google_play_scraper/parser.py: -------------------------------------------------------------------------------- 1 | import logging 2 | 3 | from typing import Callable, Dict, List 4 | 5 | from pydantic import ValidationError 6 | from selenium import webdriver 7 | from selenium.common.exceptions import NoSuchElementException 8 | from selenium.webdriver.common.by import By 9 | 10 | from google_play_scraper.conf import GooglePlayCategory 11 | from google_play_scraper.models import App, Book, Movie, PlayItem 12 | 13 | 14 | class GooglePlayParser: 15 | """Class for parsing Google Play data""" 16 | 17 | def __init__( 18 | self, 19 | logger: logging.Logger | None = None, 20 | ) -> None: 21 | self._logger = logger if logger else logging.getLogger(__name__) 22 | self._parse_functions: Dict[GooglePlayCategory, Callable] = { 23 | GooglePlayCategory.APPS: self._parse_app_item, 24 | GooglePlayCategory.BOOKS: self._parse_book_item, 25 | GooglePlayCategory.MOVIES: self._parse_movie_item, 26 | } 27 | 28 | def parse_by_category( 29 | self, 30 | div: webdriver.Chrome, 31 | category: GooglePlayCategory, 32 | ) -> List[PlayItem]: 33 | """Parses Google Play data by category""" 34 | if category not in self._parse_functions: 35 | raise NotImplementedError( 36 | f"Parsing of category {category.value} is not implemented." 37 | ) 38 | 39 | return self._parse_items(div, category) 40 | 41 | def _parse_items( 42 | self, div: webdriver.Chrome, category: GooglePlayCategory 43 | ) -> List[PlayItem]: 44 | """Parses apps from Google Play""" 45 | items = div.find_elements(By.CLASS_NAME, "Si6A0c") 46 | item_data = [] 47 | 48 | parse_function: Callable = self._parse_functions[category] 49 | 50 | for div in items: 51 | try: 52 | item = PlayItem(payload=parse_function(div)) 53 | except ValidationError: 54 | self._logger.error("Data missing from play item div. Skipping..") 55 | continue 56 | 57 | item_data.append(item) 58 | 59 | return item_data 60 | 61 | def _parse_app_item(self, div: webdriver.Chrome) -> App: 62 | """Parses app item from Google Play""" 63 | title = ( 64 | div.find_element(By.CLASS_NAME, "ubGTjb") 65 | .find_element(By.CLASS_NAME, "DdYX5") 66 | .text 67 | ) 68 | author = div.find_element(By.CLASS_NAME, "wMUdtb").text 69 | try: 70 | rating = div.find_element(By.CLASS_NAME, "w2kbF").text 71 | except NoSuchElementException: 72 | rating = None 73 | url = div.get_attribute("href") 74 | icon_url = div.find_element(By.CLASS_NAME, "T75of").get_attribute("src") 75 | 76 | return App( 77 | title=title, 78 | url=url, 79 | author=author, 80 | rating=rating, 81 | icon_url=icon_url, 82 | ) 83 | 84 | def _parse_book_item(self, div: webdriver.Chrome) -> Book: 85 | """Parses book item from Google Play""" 86 | title = div.find_element(By.CLASS_NAME, "Epkrse").text 87 | url = div.get_attribute("href") 88 | try: 89 | rating = div.find_element(By.CLASS_NAME, "LrNMN").text 90 | except NoSuchElementException: 91 | rating = None 92 | 93 | try: 94 | price = div.find_element(By.CLASS_NAME, "VfPpfd").text 95 | except NoSuchElementException: 96 | price = None 97 | 98 | cover_url = div.find_element(By.CLASS_NAME, "T75of").get_attribute("src") 99 | return Book( 100 | title=title, url=url, rating=rating, price=price, cover_url=cover_url 101 | ) 102 | 103 | def _parse_movie_item(self, div: webdriver.Chrome) -> Movie: 104 | """Parses movie item from Google Play""" 105 | title = div.find_element(By.CLASS_NAME, "Epkrse").text 106 | url = div.get_attribute("href") 107 | 108 | try: 109 | top_element = div.find_element(By.CLASS_NAME, "LrNMN") 110 | _ = top_element.find_element(By.CLASS_NAME, "wuy56") 111 | rating = top_element.text 112 | except NoSuchElementException: 113 | rating = None 114 | 115 | try: 116 | price = div.find_element(By.CLASS_NAME, "VfPpfd").text 117 | except NoSuchElementException: 118 | price = None 119 | 120 | cover_url = div.find_element(By.CLASS_NAME, "T75of").get_attribute("src") 121 | return Movie( 122 | title=title, url=url, rating=rating, price=price, cover_url=cover_url 123 | ) 124 | -------------------------------------------------------------------------------- /src/google_play_scraper/scraper.py: -------------------------------------------------------------------------------- 1 | """ 2 | Module for scraping Google Play. 3 | """ 4 | 5 | import logging 6 | import time 7 | 8 | from typing import List 9 | 10 | from selenium import webdriver 11 | from selenium.common.exceptions import NoSuchElementException 12 | from selenium.webdriver.chrome.options import Options 13 | from selenium.webdriver.chrome.service import Service 14 | from selenium.webdriver.common.by import By 15 | from webdriver_manager.chrome import ChromeDriverManager 16 | 17 | from google_play_scraper.conf import GooglePlayCategory, google_play_scraper_settings 18 | from google_play_scraper.models import PlayItem 19 | from google_play_scraper.parser import GooglePlayParser 20 | 21 | 22 | logging.getLogger("WDM").setLevel(logging.ERROR) 23 | 24 | 25 | class ConsentFormAcceptError(BaseException): 26 | message = "Unable to accept Google consent form." 27 | 28 | 29 | class DriverInitializationError(BaseException): 30 | message = "Unable to initialize Chrome webdriver for scraping." 31 | 32 | 33 | class DriverGetPlayDataError(BaseException): 34 | message = "Unable to get Google Play data with Chrome webdriver." 35 | 36 | 37 | class GooglePlayScraper: 38 | """Class for scraping Google Play""" 39 | 40 | def __init__(self, logger: logging.Logger | None = None) -> None: 41 | self._logger = logger if logger else logging.getLogger(__name__) 42 | self._consent_button_xpath = "/html/body/c-wiz/div/div/div/div[2]/div[1]/div[3]/div[1]/div[1]/form[2]/div/div/button/span" 43 | self._parser = GooglePlayParser() 44 | 45 | def _init_chrome_driver(self) -> webdriver.Chrome: 46 | """Initializes Chrome webdriver""" 47 | chrome_options = Options() 48 | chrome_options.add_argument("--headless") 49 | chrome_options.add_argument("--no-sandbox") 50 | chrome_options.add_argument("--disable-dev-shm-usage") 51 | service = Service(ChromeDriverManager().install()) 52 | return webdriver.Chrome(service=service, options=chrome_options) 53 | 54 | def _click_consent_button( 55 | self, driver: webdriver.Chrome, query: str, category: GooglePlayCategory 56 | ) -> None: 57 | """Clicks google consent form with selenium Chrome webdriver""" 58 | self._logger.info("Accepting consent form..") 59 | url = google_play_scraper_settings.get_play_url(query, category) 60 | try: 61 | driver.get(url) 62 | consent_button = driver.find_element( 63 | By.XPATH, 64 | self._consent_button_xpath, 65 | ) 66 | consent_button.click() 67 | except NoSuchElementException: 68 | self._logger.warning("Consent form button not found.") 69 | except Exception as e: 70 | raise ConsentFormAcceptError from e 71 | 72 | time.sleep(2) 73 | 74 | def get_play_data(self, query: str, category: GooglePlayCategory) -> List[PlayItem]: 75 | """ 76 | Retrieves a list of items in Google Play for a query in a category. 77 | 78 | Returns: 79 | List[PlayItem]: A list of PlayItem objects. 80 | Raises: 81 | ConsentFormAcceptError: If the Google consent form cannot be accepted. 82 | DriverInitializationError: If the Chrome webdriver cannot be initialized. 83 | DriverGetPlayDataError: If the Play data cannot be scraped from the Google Play site. 84 | """ 85 | self._logger.info( 86 | f"Retrieving {category.lower()} from Google Play for query {query}.." 87 | ) 88 | try: 89 | driver = self._init_chrome_driver() 90 | except Exception as e: 91 | raise DriverInitializationError from e 92 | 93 | try: 94 | self._click_consent_button(driver, query, category) 95 | except Exception as e: 96 | driver.close() 97 | raise e 98 | 99 | self._logger.info("Scraping Google Play page..") 100 | try: 101 | return self._parser.parse_by_category(driver, category) 102 | except Exception as e: 103 | raise DriverGetPlayDataError from e 104 | finally: 105 | driver.close() 106 | --------------------------------------------------------------------------------