Official Python SDK for CrawlSnap — the data intelligence API platform
Project description
crawlsnap
Official Python SDK for CrawlSnap — a data intelligence platform that delivers structured, on-demand data through fast, typed APIs. Authenticate once and call any CrawlSnap data product, with first-class types, automatic retries, and pagination built in.
- Idiomatic, fully typed client (httpx + pydantic v2)
crawlsnap.init(...)singleton or an explicitCrawlSnapclient- Resource namespacing:
crawlsnap.vector_snap.ip(...) - Per-API version pinning: stay on
vector_snap.v1while other products track latest - Returns typed data; raises typed exceptions — no envelope bookkeeping
- Built-in retries with exponential backoff, configurable timeout, auto-pagination
Installation
pip install crawlsnap
Requires Python 3.8+.
Authentication
Get an API key (sk-cs-...) from your CrawlSnap dashboard. Provide it either
via the environment or explicitly:
export CRAWLSNAP_API_KEY=sk-cs-...
crawlsnap.init() # reads CRAWLSNAP_API_KEY
crawlsnap.init(api_key="sk-cs-...") # or pass it explicitly
The key is sent as Authorization: Bearer sk-cs-.... Treat it like a password.
Quick start
import crawlsnap
crawlsnap.init(api_key="sk-cs-...")
ip = crawlsnap.vector_snap.ip("8.8.8.8")
print(ip.reputation, ip.as_owner, ip.country)
Each call returns the typed enrichment payload directly, and raises a typed
exception on failure — you never inspect an is_success envelope yourself.
Resources
| Resource | Methods | Returns |
|---|---|---|
vector_snap |
url · hash · ip · domain |
reputation, detections, categories, relationships |
pulse_snap |
url · hash · ip · domain |
threat-intelligence pulse (and sandbox) summary |
subdo_snap |
scan · scan_iter |
enumerated subdomains (paginated) |
url = crawlsnap.vector_snap.url("https://example.com")
file = crawlsnap.vector_snap.hash("44d88612fea8a8f36de82e1278abb02f")
domain = crawlsnap.vector_snap.domain("google.com")
pulse = crawlsnap.pulse_snap.ip("8.8.8.8")
Every method takes the indicator as the first positional argument and accepts
raw_response=True (see below).
API versioning
Each CrawlSnap data product is versioned independently. Calling a resource method directly always targets that product's latest API version:
crawlsnap.vector_snap.ip("8.8.8.8") # latest VectorSnap
When a product ships a new API version, you don't have to pin the whole SDK (or hold back every other product) to keep your current behavior. Pin just the one you care about via its version namespace — everything else stays on latest:
crawlsnap.vector_snap.v1.ip("8.8.8.8") # explicitly VectorSnap v1
crawlsnap.pulse_snap.url("https://x.com") # still latest PulseSnap
The same applies on an explicit client (client.vector_snap.v1.ip(...)). Pinned
namespaces (.v1, and future .v2, …) are typed, so your IDE and type checker
see the exact payload shape for that version. Upgrade at your own pace: switch a
call from .v1 to the default (or .v2) when you're ready.
Error handling
Failures raise a typed exception instead of returning an error envelope:
from crawlsnap import (
NotFoundError, RateLimitError, QuotaExceededError,
AuthenticationError, CrawlSnapError,
)
try:
res = crawlsnap.vector_snap.domain("example.com")
except NotFoundError:
... # 404 — no data for this indicator
except QuotaExceededError as e:
print(e.message) # 402 — out of credits / monthly quota
except RateLimitError as e:
print(e.retry_after) # 429 — daily limit; seconds to wait
except AuthenticationError:
... # 401 — missing / invalid key
except CrawlSnapError as e: # base class for every SDK error
print(e)
| HTTP | Exception | Notes |
|---|---|---|
| 400 | BadRequestError |
invalid indicator |
| 401 | AuthenticationError |
missing / invalid key |
| 402 | QuotaExceededError |
out of credits or monthly quota |
| 403 | SubscriptionInactiveError |
subscription not active |
| 404 | NotFoundError |
no data for the indicator |
| 429 | RateLimitError |
daily limit; .retry_after (seconds) |
| 5xx | ServerError |
server / upstream failure |
| — | APIConnectionError / APITimeoutError |
network failure / client timeout |
Every status error carries .status_code, .message, and .request_id
(share the request id with support to speed up debugging).
Pagination
subdo_snap is paginated. Stream every subdomain across all pages — the cursor
is handled for you:
for subdomain in crawlsnap.subdo_snap.scan_iter("example.com"):
print(subdomain)
Or page manually:
page = crawlsnap.subdo_snap.scan("example.com")
while page.cursor:
page = crawlsnap.subdo_snap.scan("example.com", cursor=page.cursor)
Configuration
The singleton is a thin layer over the CrawlSnap client. For multiple keys,
multiple environments, or thread isolation, instantiate it directly:
from crawlsnap import CrawlSnap
client = CrawlSnap(
api_key="sk-cs-...",
timeout=30.0,
max_retries=3,
base_url="https://api.crawlsnap.com",
)
ip = client.vector_snap.ip("1.1.1.1")
client.close()
| Option | Default | Description |
|---|---|---|
api_key |
$CRAWLSNAP_API_KEY |
Your sk-cs- key |
base_url |
$CRAWLSNAP_BASE_URL or https://api.crawlsnap.com |
API host override |
timeout |
30.0 |
Per-request timeout (seconds) |
max_retries |
2 |
Retries for 429 / 5xx / connection errors |
Retries use exponential backoff and honor the Retry-After header on 429.
Raw response
Pass raw_response=True to get the full envelope (status, headers, request id)
instead of just the data:
raw = crawlsnap.vector_snap.ip("8.8.8.8", raw_response=True)
print(raw.status_code, raw.request_id, raw.is_success, raw.data)
Development
The typed models under crawlsnap/models/ are generated from the public
OpenAPI contract; the client facade is hand-written. To refresh the models
after the contract changes:
./scripts/regenerate.sh # re-bundles the contract and regenerates models/
Run the tests:
pip install -e ".[dev]"
pytest
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