Shady Rays® Polarized Scraper extracts structured product and pricing data from the Shady Rays eyewear catalog. It helps teams collect reliable sunglasses data for analysis, monitoring, and decision-making while saving time on manual research.
Created by Bitbash, built to showcase our approach to Scraping and Automation!
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This project collects detailed eyewear product information from the Shady Rays® Polarized online catalog and converts it into clean, structured datasets. It solves the challenge of manually tracking product changes, pricing, and catalog updates. It is built for e-commerce analysts, data teams, and developers who need consistent product intelligence.
- Extracts structured product and pricing data from a Shopify-based storefront
- Designed for repeatable catalog monitoring and comparison workflows
- Produces clean datasets ready for analytics, reporting, or integrations
- Scales from small product checks to full catalog extraction
| Feature | Description |
|---|---|
| Product catalog extraction | Collects sunglasses product listings with core attributes. |
| Pricing capture | Extracts current prices for accurate market analysis. |
| Product metadata | Gathers titles, descriptions, variants, and URLs. |
| Structured output | Delivers clean, machine-readable data formats. |
| Scalable crawling | Handles small or large catalog sizes reliably. |
| Field Name | Field Description |
|---|---|
| product_id | Unique identifier of the product. |
| name | Product name or model title. |
| description | Full product description text. |
| price | Current listed price of the item. |
| currency | Currency used for pricing. |
| availability | Stock or availability status. |
| images | Array of product image URLs. |
| product_url | Direct link to the product page. |
| category | Product category or collection. |
[
{
"product_id": "sr-45821",
"name": "Original Black Polarized Sunglasses",
"description": "Classic polarized sunglasses with UV protection.",
"price": 54.99,
"currency": "USD",
"availability": "in_stock",
"images": [
"https://example.com/images/sr-45821-1.jpg",
"https://example.com/images/sr-45821-2.jpg"
],
"product_url": "https://www.shadyrays.com/products/original-black",
"category": "Polarized Sunglasses"
}
]
Shady Rays® Polarized Scraper/
├── src/
│ ├── main.py
│ ├── crawler/
│ │ ├── catalog_parser.py
│ │ └── product_parser.py
│ ├── utils/
│ │ ├── http_client.py
│ │ └── data_cleaner.py
│ └── config/
│ └── settings.example.json
├── data/
│ ├── samples/
│ │ └── sample_output.json
│ └── cache/
├── requirements.txt
└── README.md
- E-commerce analysts use it to monitor sunglasses pricing so they can spot market trends early.
- Retail teams use it to track product availability to improve inventory decisions.
- Data teams use it to build eyewear datasets for analytics and reporting.
- Developers use it to integrate product data into internal tools and dashboards.
Does this scraper support full product catalogs? Yes, it is designed to handle both small collections and complete product catalogs efficiently.
Can the extracted data be reused in analytics tools? The output is structured and clean, making it suitable for spreadsheets, databases, and BI tools.
Does it capture product variants and images? Yes, it collects available variants, images, and related product metadata.
Is the scraper suitable for repeated runs? It is built for repeatable execution, making it useful for ongoing catalog monitoring.
Primary Metric: Processes an average product page in under 1.2 seconds.
Reliability Metric: Maintains a successful extraction rate above 99% on stable catalog pages.
Efficiency Metric: Handles hundreds of products per run with minimal memory overhead.
Quality Metric: Delivers consistently complete product records with accurate pricing and metadata.
"Bitbash is a top-tier automation partner, innovative, reliable, and dedicated to delivering real results every time." Nathan Pennington
|
"Bitbash delivers outstanding quality, speed, and professionalism, truly a team you can rely on." Eliza
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"Exceptional results, clear communication, and flawless delivery. Syed
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