Web Scraper for Fashion Marketplace Sites

A Python tool for scraping multiple shopping websites such as Grailed, Depop, GOAT, and STOCKx (maybe more).

Table of Contents

• Introduction
• Installation
• Usage
• Contributing
• License

Introduction

This project aims to provide a convenient interface to scraping product listings and related data from various online shopping platforms.

This originated from my AP Computer Science Principles project which was just a Grailed scraper, and I wished to expand it to more sites so I created this. The original is here.

Project Plan

To-Do List / Possible Features:

• Implement logging

• Implement Depop data extraction and scraping.

• Figure out how we're gonna handle the respective scrapers. Line 10

• Refactor directory structure to the type found here

• Figure out a way to visualize the data (Html)

• Feature to specify how many items we want to scrape (command line and config file)

• Implement Stockx data extraction and scraping.

• Instead of scraping Stockx for market data use their api. (maybe use go for speed)

• Options to filter the dataframe by a category

• Process the outputted files and filter or maybe display visually

• Add headless mode and Print progress updates to stdout

• Keep poetry and requirements.txt synchronized

Installation

Install using Poetry (recommended):

# clone repository
git clone https://github.com/peppapig450/FashionCrawler

# switch to directory
cd FashionCrawler

# install dependencies
poetry install

Install using a virtual environment:

# clone repository
git clone https://github.com/peppapig450/FashionCrawler

# switch to directory
cd FashionCrawler

# setup and activate virtual environment
python3 -m venv venv && source venv/bin/activate

# install dependencies
pip install -r requirements.txt

Usage

Below are the available options for running the scraper.

Options:

Site Selection:

• By default, all supported sites are enabled, or it uses the sites specified in the config.yaml file.
• --enabled-site ENABLE_SITE: Enable specific site(s) by providing a comma-seperated list of supported site names.
• --disabled-site DISABLE_SITE: Disable specific site(s) by providing a comma-seperated list of supporte site names.

Search Options:

• -s SEARCH, --search SEARCH: Specify a search query to scrape for.

Output Options:

• If no output option is specified, the scraper prints the result as a table on the command line.
• -j, --json: Output the result as JSON.
• -c, --csv: Output the result as CSV.
• -y, --yaml: Output the result as YAML.
• -o OUTPUT, --output OUTPUT: Specify the output file name (without extension).
• --output-dir OUTPUT_DIR: Specify the output directory.

Example Usage:

To enable only Grailed and Depop sites, search for "Nike Air Force", and output the result as JSON to a file named "output.json" in the "data" directory, the command would be:

poetry run python main.py --enable-site Grailed,Depop --search "Nike Air Force" -j -o output --output-dir data

License

Apache License 2.0