Performance Benchmarks

terminal

Generated using python -m dvara.benchmarks

Metric Parameter Performance Result
Local Bloom lookup latency ~0.003ms
Throughput ~145k URLs/sec
Indexed malicious URLs 268,970
Filter size 5.14 MB
Peak RAM usage ~10.53 MB
False negatives 0 observed
False positives 0 / 100,000 tested
Bloom capacity 3,000,000 URLs

info Latency benchmarks measured on an isolated M2 Unix environment. Results may vary based on system I/O.

Threat Intelligence Feeds

security ACTIVE

URLhaus

Malware URLs gathered from a high-frequency sharing platform for research.

phishing ACTIVE

PhishTank

Verified phishing URLs based on community consensus and expert verification.

language ACTIVE

OpenPhish

Real-time intelligence on active phishing feeds and zero-day threat patterns.

policy ACTIVE

Cert.pl

Authoritative malicious domain lists from Poland's national CSIRT.

Get Started in Seconds

Zero-configuration deployment. Whether you're running a local script or a high-traffic production server.

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laptop_mac

CLI Only

$ pip install dvara
dns

Backend / Server

$ pip install dvara[server]
Dvara Core CLI
$
dvara check # Validate specific URL against local bloom filters
$
dvara stats # View filter health, size, and ingestion metrics
$
dvara update # Synchronize with upstream threat intelligence feeds
$
dvara ingest # Process custom URL datasets into binary filters
[SYSTEM] Ready for tactical deployment...

Deployment Stack

cloud_upload

API

Render

database

Database

Supabase PostgreSQL

speed

Redis

Upstash Redis

package_2

Package Hosting

PyPI

Why 'dvara'?

द्वार
gateway / doorway
"Every URL is a gateway. dvara stands at that gateway and decides what gets through."