diff --git a/.github/workflows/leboncoin.yaml b/.github/workflows/leboncoin.yaml new file mode 100644 index 0000000..cd712dd --- /dev/null +++ b/.github/workflows/leboncoin.yaml @@ -0,0 +1,49 @@ +name: Leboncoin.com Test +on: + workflow_dispatch: + schedule: + - cron: '0 2 * * THU' + +env: + PROJECT_DIR: leboncoin-scraper + +jobs: + test: + runs-on: ubuntu-latest + strategy: + fail-fast: false + matrix: + test: [test_search_scraping, test_ad_scraping] + + steps: + - uses: actions/checkout@v2 + + - name: Set up Python + uses: actions/setup-python@v2 + with: + python-version: "3.10" + + - name: Install Poetry + run: | + curl -sSL https://install.python-poetry.org | python3 - + + - name: Cache Poetry virtual environment + uses: actions/cache@v2 + id: cache + with: + path: ~/.cache/pypoetry/virtualenvs + key: ${{ runner.os }}-poetry-${{ hashFiles('**/${{ env.PROJECT_DIR }}/pyproject.toml') }} + restore-keys: | + ${{ runner.os }}-poetry- + + - name: Install dependencies + run: | + cd ${{ env.PROJECT_DIR }} + poetry install + + - name: Run test + env: + SCRAPFLY_KEY: ${{ secrets.SCRAPFLY_KEY }} + run: | + cd ${{ env.PROJECT_DIR }} + poetry run pytest test.py -k ${{ matrix.test }} \ No newline at end of file diff --git a/leboncoin-scraper/README.md b/leboncoin-scraper/README.md new file mode 100644 index 0000000..008a8c3 --- /dev/null +++ b/leboncoin-scraper/README.md @@ -0,0 +1,46 @@ +# leboncoin.com Scraper + +This scraper is using [scrapfly.io](https://scrapfly.io/) and Python to scrape property data from leboncoin.com. + +Full tutorial + +The scraping code is located in the `leboncoin.py` file. It's fully documented and simplified for educational purposes and the example scraper run code can be found in `run.py` file. + +This scraper scrapes: +- Leboncoin search for finding ad listings +- Leboncoin ad pages for ads data + +For output examples see the `./results` directory. + +## Fair Use Disclaimer + +Note that this code is provided free of charge as is, and Scrapfly does __not__ provide free web scraping support or consultation. For any bugs, see the issue tracker. + +## Setup and Use + +This Leboncoin scraper uses __Python 3.10__ with [scrapfly-sdk](https://pypi.org/project/scrapfly-sdk/) package which is used to scrape and parse leboncoin's data. + +0. Ensure you have __Python 3.10__ and [poetry Python package manager](https://python-poetry.org/docs/#installation) on your system. +1. Retrieve your Scrapfly API key from and set `SCRAPFLY_KEY` environment variable: + ```shell + $ export SCRAPFLY_KEY="YOUR SCRAPFLY KEY" + ``` +2. Clone and install Python environment: + ```shell + $ git clone https://github.com/scrapfly/scrapfly-scrapers.git + $ cd scrapfly-scrapers/zillow-scraper + $ poetry install + ``` +3. Run example scrape: + ```shell + $ poetry run python run.py + ``` +4. Run tests: + ```shell + $ poetry install --with dev + $ poetry run pytest test.py + # or specific scraping areas + $ poetry run pytest test.py -k test_search_scraping + $ poetry run pytest test.py -k test_ad_scraping + ``` + diff --git a/leboncoin-scraper/leboncoin.py b/leboncoin-scraper/leboncoin.py new file mode 100644 index 0000000..b87b7f8 --- /dev/null +++ b/leboncoin-scraper/leboncoin.py @@ -0,0 +1,81 @@ +""" +This is an example web scraper for leboncoin.com. + +To run this scraper set env variable $SCRAPFLY_KEY with your scrapfly API key: +$ export $SCRAPFLY_KEY="your key from https://scrapfly.io/dashboard" +""" +import os +import json +from scrapfly import ScrapeConfig, ScrapflyClient, ScrapeApiResponse +from typing import Dict, List +from pathlib import Path +from loguru import logger as log + +SCRAPFLY = ScrapflyClient(key=os.environ["SCRAPFLY_KEY"]) +BASE_CONFIG = { + "asp": True, + "country": "fr", +} + +output = Path(__file__).parent / "results" +output.mkdir(exist_ok=True) + + +def parse_search(result: ScrapeApiResponse): + """parse search result data from nextjs cache""" + # select the __NEXT_DATA__ script from the HTML + next_data = result.selector.css("script[id='__NEXT_DATA__']::text").get() + # extract ads listing data from the search page + ads_data = json.loads(next_data)["props"]["pageProps"]["initialProps"]["searchData"]["ads"] + return ads_data + +def _max_search_pages(result: ScrapeApiResponse): + """get the number of max pages in the search""" + next_data = result.selector.css("script[id='__NEXT_DATA__']::text").get() + # extract the total pages number + max_search_pages = json.loads(next_data)["props"]["pageProps"]["initialProps"]["searchData"]["max_pages"] + return max_search_pages + + +def parse_ad(result: ScrapeApiResponse): + """parse ad data from nextjs cache""" + next_data = result.selector.css("script[id='__NEXT_DATA__']::text").get() + # extract ad data from the ad page + ad_data = json.loads(next_data)["props"]["pageProps"]["ad"] + return ad_data + + +async def scrape_search( + url: str, scrape_all_pages: bool, max_pages: int = 10 +) -> List[Dict]: + """scrape leboncoin search""" + log.info("scraping search {}", url) + first_page = await SCRAPFLY.async_scrape(ScrapeConfig(url, **BASE_CONFIG)) + search_data = parse_search(first_page) + total_search_pages = _max_search_pages(first_page) + # scrape a specfic amount of search pages + if scrape_all_pages == False and max_pages < total_search_pages: + total_pages = max_pages + # scrape all available pages in the search if scrape_all_pages = True or max_pages > total_search_pages + else: + total_pages = total_search_pages + log.info("scraping search {} pagination ({} more pages)", url, total_pages - 1) + # add the ramaining pages in a scraping list + _other_pages = [ + ScrapeConfig(f"{first_page.context['url']}&page={page}", **BASE_CONFIG) + for page in range(2, total_pages + 1) + ] + # scrape the remaining pages concurrently + async for result in SCRAPFLY.concurrent_scrape(_other_pages): + ads_data = parse_search(result) + search_data.extend(ads_data) + log.info("scraped {} ads from {}", len(search_data), url) + return search_data + + +async def scrape_ad(url: str) -> Dict: + """scrape ad page""" + log.info("scraping ad {}", url) + result = await SCRAPFLY.async_scrape(ScrapeConfig(url, **BASE_CONFIG)) + ad_data = parse_ad(result) + return ad_data diff --git a/leboncoin-scraper/pyproject.toml b/leboncoin-scraper/pyproject.toml new file mode 100644 index 0000000..4eea858 --- /dev/null +++ b/leboncoin-scraper/pyproject.toml @@ -0,0 +1,31 @@ +[tool.poetry] +name = "scrapfly-leboncoin" +version = "0.1.0" +description = "demo web scraper for leboncoin.com using Scrapfly" +authors = ["Mazen Ramadan "] +license = "NPOS-3.0" +readme = "README.md" + +[tool.poetry.dependencies] +python = "^3.10" +scrapfly-sdk = {extras = ["all"], version = "^0.8.5"} +nested-lookup = "^0.2.25" +loguru = "^0.7.1" + +[tool.poetry.group.dev.dependencies] +black = "^23.7.0" +pytest = "^7.3.1" +cerberus = "^1.3.4" +asyncio = "^3.4.3" +pytest-asyncio = "^0.21.0" + +[build-system] +requires = ["poetry-core"] +build-backend = "poetry.core.masonry.api" + +[tool.pytest.ini_options] +python_files = "test.py" + +[tool.black] +line-length = 120 +target-version = ['py37', 'py38', 'py39', 'py310', 'py311'] \ No newline at end of file diff --git a/leboncoin-scraper/results/ad.json b/leboncoin-scraper/results/ad.json new file mode 100644 index 0000000..0863b68 --- /dev/null +++ b/leboncoin-scraper/results/ad.json @@ -0,0 +1,195 @@ +{ + "list_id": 2426724825, + "first_publication_date": "2023-10-13 22:32:08", + "index_date": "2023-10-13 22:32:08", + "status": "active", + "category_id": "45", + "category_name": "Arts de la table", + "subject": "Coffe set", + "body": "Coffee set porcelain 4 pièces", + "brand": "leboncoin", + "ad_type": "offer", + "url": "https://www.leboncoin.fr/arts_de_la_table/2426724825.htm", + "price": [ + 20 + ], + "price_cents": 2000, + "images": { + "thumb_url": "https://img.leboncoin.fr/api/v1/lbcpb1/images/35/67/eb/3567eb9bf5b8fcb1661d30a04355110732f3575a.jpg?rule=ad-thumb", + "small_url": "https://img.leboncoin.fr/api/v1/lbcpb1/images/35/67/eb/3567eb9bf5b8fcb1661d30a04355110732f3575a.jpg?rule=ad-small", + "nb_images": 3, + "urls": [ + "https://img.leboncoin.fr/api/v1/lbcpb1/images/35/67/eb/3567eb9bf5b8fcb1661d30a04355110732f3575a.jpg?rule=ad-image", + "https://img.leboncoin.fr/api/v1/lbcpb1/images/22/f1/80/22f1803bd39119115928ee7851e05d20d28456a8.jpg?rule=ad-image", + "https://img.leboncoin.fr/api/v1/lbcpb1/images/80/42/57/80425779cfb92debe4f7c902a727c27aac868f14.jpg?rule=ad-image" + ], + "urls_thumb": [ + "https://img.leboncoin.fr/api/v1/lbcpb1/images/35/67/eb/3567eb9bf5b8fcb1661d30a04355110732f3575a.jpg?rule=ad-thumb", + "https://img.leboncoin.fr/api/v1/lbcpb1/images/22/f1/80/22f1803bd39119115928ee7851e05d20d28456a8.jpg?rule=ad-thumb", + 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"true", + "values": [ + "true" + ], + "value_label": "true", + "generic": false + }, + { + "key": "purchase_cta_visible", + "value": "true", + "values": [ + "true" + ], + "value_label": "true", + "generic": false + }, + { + "key": "negotiation_cta_visible", + "value": "true", + "values": [ + "true" + ], + "value_label": "true", + "generic": false + }, + { + "key": "country_isocode3166", + "value": "FR", + "values": [ + "FR" + ], + "value_label": "FR", + "generic": false + }, + { + "key": "condition", + "value": "bonetat", + "values": [ + "bonetat" + ], + "key_label": "État", + "value_label": "Bon état", + "generic": true + }, + { + "key": "shipping_type", + "value": "mondial_relay", + "values": [ + "mondial_relay", + "shop2shop", + "courrier_suivi", + "colissimo", + "face_to_face" + ], + "value_label": "mondial_relay", + "generic": false + }, + { + "key": "shippable", + "value": "true", + "values": [ + "true" + ], + "value_label": "true", + "generic": false + }, + { + "key": "is_import", + "value": "false", + "values": [ + "false" + ], + "value_label": "false", + "generic": false + } + ], + "location": { + "country_id": "FR", + "region_id": "12", + "region_name": "Ile-de-France", + "department_id": "77", + "department_name": "Seine-et-Marne", + "city_label": "Meaux 77100", + "city": "Meaux", + "zipcode": "77100", + "lat": 48.95935, + "lng": 2.88305, + "source": "city", + "provider": "here", + "is_shape": true, + "feature": { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + 2.88305, + 48.95935 + ] + }, + "properties": null + } + }, + "owner": { + "store_id": "39225008", + "user_id": "19622846-d2d8-43ed-bf9b-ed9e6b47ed23", + "type": "private", + "name": "PLOUM", + "no_salesmen": true, + "activity_sector": "" + }, + "options": { + "has_option": false, + "booster": false, + "photosup": false, + "urgent": false, + "gallery": false, + "sub_toplist": false + }, + "has_phone": false, + "similar": null + } +] \ No newline at end of file diff --git a/leboncoin-scraper/run.py b/leboncoin-scraper/run.py new file mode 100644 index 0000000..833f975 --- /dev/null +++ b/leboncoin-scraper/run.py @@ -0,0 +1,33 @@ +""" +This example run script shows how to run the leboncoin.com scraper defined in ./leboncoin.py +It scrapes ads data and saves it to ./results/ + +To run this script set the env variable $SCRAPFLY_KEY with your scrapfly API key: +$ export $SCRAPFLY_KEY="your key from https://scrapfly.io/dashboard" +""" +import asyncio +import json +from pathlib import Path +import leboncoin + +output = Path(__file__).parent / "results" +output.mkdir(exist_ok=True) + + +async def run(): + # enable scrapfly cache for basic use + leboncoin.BASE_CONFIG['cache'] = True + + print("running Leboncoin scrape and saving results to ./results directory") + + search = await leboncoin.scrape_search(url="https://www.leboncoin.fr/recherche?text=coffe", max_pages=2, scrape_all_pages=False) + with open(output.joinpath("search.json"), "w", encoding="utf-8") as file: + json.dump(search, file, indent=2, ensure_ascii=False) + + ad = await leboncoin.scrape_ad(url="https://www.leboncoin.fr/arts_de_la_table/2426724825.htm") + with open(output.joinpath("ad.json"), "w", encoding="utf-8") as file: + json.dump(ad, file, indent=2, ensure_ascii=False) + + +if __name__ == "__main__": + asyncio.run(run()) diff --git a/leboncoin-scraper/test.py b/leboncoin-scraper/test.py new file mode 100644 index 0000000..6c4e47c --- /dev/null +++ b/leboncoin-scraper/test.py @@ -0,0 +1,101 @@ +from cerberus import Validator +import pytest +import leboncoin +import pprint + + +pp = pprint.PrettyPrinter(indent=4) + +# enable cache +leboncoin.BASE_CONFIG["cache"] = True + + +def validate_or_fail(item, validator): + if not validator.validate(item): + pp.pformat(item) + pytest.fail(f"Validation failed for item: {pp.pformat(item)}\nErrors: {validator.errors}") + + +ad_schema = { + "list_id": {"type": "integer"}, + "first_publication_date": {"type": "string"}, + "index_date": {"type": "string"}, + "status": {"type": "string"}, + "category_id": {"type": "string"}, + "category_name": {"type": "string"}, + "subject": {"type": "string"}, + "url": {"type": "string"}, + "price": {"type": "list", "schema": {"type": "integer"}}, + "price_cents": {"type": "integer"}, + "images": { + "type": "dict", + "schema": { + "thumb_url": {"type": "string"}, + "small_url": {"type": "string"}, + "nb_images": {"type": "integer"}, + "urls": {"type": "list", "schema": {"type": "string"}}, + }, + }, + "attributes": { + "type": "list", + "schema": { + "type": "dict", + "schema": { + "key": {"type": "string"}, + "value": {"type": "string"}, + }, + }, + }, + "location": { + "type": "dict", + "schema": { + "country_id": {"type": "string"}, + "region_id": {"type": "string"}, + "region_name": {"type": "string"}, + "department_id": {"type": "string"}, + "department_name": {"type": "string"}, + "city": {"type": "string"}, + }, + }, + "owner": { + "type": "dict", + "schema": { + "store_id": {"type": "string"}, + "user_id": {"type": "string"}, + "type": {"type": "string"}, + "name": {"type": "string"}, + "no_salesmen": {"type": "boolean"}, + }, + }, + "options": { + "type": "dict", + "schema": { + "has_option": {"type": "boolean"}, + "booster": {"type": "boolean"}, + "photosup": {"type": "boolean"}, + "urgent": {"type": "boolean"}, + "gallery": {"type": "boolean"}, + "sub_toplist": {"type": "boolean"}, + }, + }, + "has_phone": {"type": "boolean"}, +} + + +@pytest.mark.asyncio +async def test_search_scraping(): + search_data = await leboncoin.scrape_search( + url="https://www.leboncoin.fr/recherche?text=coffe", max_pages=2, scrape_all_pages=False + ) + validator = Validator(ad_schema, allow_unknown=True) + for item in search_data: + validate_or_fail(item, validator) + assert len(search_data) >= 2 + + +@pytest.mark.asyncio +async def test_ad_scraping(): + ad_data = await leboncoin.scrape_ad(url="https://www.leboncoin.fr/arts_de_la_table/2426724825.htm") + validator = Validator(ad_schema, allow_unknown=True) + validate_or_fail(ad_data, validator) + \ No newline at end of file