scrapingpros 0.2.0

Python SDK for the Scraping Pros API — web scraping with browser rendering, proxy rotation, and structured data extraction.

scrapingpros

Python SDK for the Scraping Pros API — web scraping with browser rendering, proxy rotation, and structured data extraction.

Installation

pip install scrapingpros

Quick Start

No signup needed — use the demo token to start immediately:

from scrapingpros import ScrapingPros

client = ScrapingPros("demo_6x595maoA6GdOdVb")
result = client.scrape("https://example.com")
print(result.html)

The demo token includes 5,000 credits/month and 30 req/min (1 simple request = 1 credit, 1 browser request = 5 credits). Credits are NOT consumed for requests that fail due to infrastructure errors. For higher limits, contact the Scraping Pros team.

Usage Examples

Markdown Output (for AI/LLM)

result = client.scrape("https://example.com", format="markdown")
print(result.markdown)

Browser Rendering

result = client.scrape(
    "https://spa-site.com",
    browser=True,
    use_proxy="any",
)

Structured Data Extraction

result = client.scrape(
    "https://quotes.toscrape.com/",
    extract={
        "quotes": {"selector": "css:.text", "multiple": True},
        "authors": {"selector": "css:.author", "multiple": True},
    },
)
print(result.extracted_data["quotes"])

Async Batch Processing

collection = client.create_collection("my-batch", [
    {"url": "https://example.com/1"},
    {"url": "https://example.com/2"},
])
run = client.run_and_wait(collection.id)
print(f"Done: {run.success_requests}/{run.total_requests}")

Async Client

from scrapingpros import AsyncScrapingPros

async with AsyncScrapingPros("demo_6x595maoA6GdOdVb") as client:
    result = await client.scrape("https://example.com", format="markdown")

API Methods

Method	Description
client.scrape(url, ...)	Scrape a URL (HTML or markdown)
client.download(url, ...)	Download a file as base64
client.create_collection(name, requests)	Create a batch collection
client.run_and_wait(collection_id)	Run a batch and wait for completion
client.create_viability_test(urls)	Analyze sites before scraping
client.list_proxy_countries()	List available proxy countries
client.billing()	Check usage and billing
client.health()	API health check

Error Handling

from scrapingpros import ScrapingPros, AuthenticationError, RateLimitError, QuotaExceededError

try:
    result = client.scrape("https://example.com")
except AuthenticationError:
    print("Invalid token — use demo_6x595maoA6GdOdVb for testing")
except RateLimitError as e:
    print(f"Rate limited. Retry after {e.retry_after}s")
except QuotaExceededError:
    print("Monthly quota exceeded — upgrade your plan for more requests")

All exceptions inherit from ScrapingProsError.

Usage & Quota Tracking

# Check remaining quota after any API call
client.scrape("https://example.com")
print(f"Requests remaining: {client.quota_remaining}")
print(f"Rate limit remaining: {client.rate_limit_remaining}")

# Get detailed billing info
billing = client.billing()

Plans

Plan	Requests/month	Rate limit	Features
Demo	5,000 credits	30/min	All features except country proxies
Starter	Higher limits	Higher	All features
Pro	Production-grade	Higher	All features + priority
Enterprise	Unlimited	Custom	All features + dedicated support

Contact the Scraping Pros team to upgrade from the demo token.

Configuration

client = ScrapingPros(
    "demo_6x595maoA6GdOdVb",  # or your dedicated token / SP_TOKEN env var
    base_url="https://api.scrapingpros.com",  # default
    timeout=120.0,         # request timeout in seconds
    max_retries=3,         # auto-retry on 429
)

License

MIT