Skip to main content

HAR capture and PII sanitization library for network traffic analysis

Project description

har-capture

PyPI version Downloads codecov License: MIT AI Assisted

Capture and sanitize HAR (HTTP Archive) files with deep PII removal. Perfect for support diagnostics, security reviews, and test fixtures.

Quick Start

Windows
  1. Install Python from the Microsoft Store or python.org
  2. Open PowerShell and run:
pip install har-capture[full]
python -m har_capture https://example.com
macOS / Linux
pip install har-capture[full]
har-capture https://example.com
Already have a HAR file?
pip install har-capture
har-capture sanitize myfile.har

Why har-capture?

Chrome DevTools now sanitizes cookies and auth headers, but HAR files contain much more sensitive data: IP addresses, MAC addresses, emails, passwords in form bodies, serial numbers, device names, WiFi credentials, session tokens, and API keys.

How har-capture compares:

Feature har-capture DevTools Google/Cloudflare
Deep sanitization (IPs, MACs, emails)
Correlation-preserving hashes
Interactive review Varies
Custom patterns Limited
Local + CLI automation No CLI Varies

Key benefits:

  • Zero dependencies - Core sanitization uses only Python stdlib
  • Format-preserving hashes - Track the same device across requests without exposing real values
  • One-command workflow - Capture, sanitize, and compress in a single step

See detailed comparison with all tools →


See It In Action

1. Sanitization report — 84 values auto-redacted across 9 PII categories:

Sanitization Report

2. Flagged values for review — passwords, fields, WiFi SSIDs, and phone numbers detected automatically:

Flagged Values for Review

3. Interactive redaction picker — high-confidence items pre-selected, you choose the rest:

Redact Picker


Installation

# Core only (sanitization - zero dependencies)
pip install har-capture

# With browser capture support
pip install har-capture[capture]
playwright install chromium

# Full installation (recommended)
pip install har-capture[full]

Usage

Command Line

# Capture and sanitize (interactive review always enabled)
har-capture https://example.com

# Sanitize existing HAR
har-capture sanitize capture.har

# Validate for PII leaks
har-capture validate capture.har

Full CLI reference →

Python API

from har_capture.sanitization import sanitize_html, sanitize_har_file
from har_capture.sanitization.report import HeuristicMode

# Sanitize HTML (correlation-preserving by default)
clean_html = sanitize_html(raw_html)

# Sanitize with consistent salt (correlate across captures)
clean_html = sanitize_html(raw_html, salt="my-secret-key")

# Enable heuristic detection for WiFi, SSIDs, device names
clean_html = sanitize_html(raw_html, heuristics=HeuristicMode.REDACT)

# Sanitize HAR file
sanitize_har_file("capture.har")  # → capture.sanitized.har

# Custom patterns (e.g., modem serials, customer IDs)
custom = {"patterns": {"modem_sn": {"regex": r"SN[0-9]{10}", "replacement_prefix": "MODEM"}}}
sanitize_har_file("capture.har", custom_patterns=custom)

Documentation


Use Cases

  • Support diagnostics - Users submit sanitized HAR files without exposing credentials
  • Security review - Validate HAR files for PII leaks before sharing
  • Test fixtures - Generate reproducible traffic captures
  • Modem debugging - Capture router/modem traffic with sensitive data removed

What Gets Sanitized

Category Examples Output
Network IPs, MACs 192.168.1.110.255.42.17
Personal Emails, phones user@example.comuser_a1b2@redacted.invalid
Credentials Passwords, tokens password=secretpassword=PASS_a1b2c3d4
Device Serials, WiFi, SSIDs SN123456SERIAL_a1b2c3d4
HTTP Auth headers, cookies Cookie: session=xyzCookie: session=TOKEN_a1b2

See complete PII categories list →


Platform Support

Component Windows macOS Linux
Sanitization
Validation
CLI
Capture

Contributing

Contributions welcome! See CONTRIBUTING.md for guidelines.


License

MIT License - see LICENSE for details.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

har_capture-0.5.1.tar.gz (411.3 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

har_capture-0.5.1-py3-none-any.whl (94.3 kB view details)

Uploaded Python 3

File details

Details for the file har_capture-0.5.1.tar.gz.

File metadata

  • Download URL: har_capture-0.5.1.tar.gz
  • Upload date:
  • Size: 411.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for har_capture-0.5.1.tar.gz
Algorithm Hash digest
SHA256 12019439a4acd8e29deeaae2f4659257c4ccbb91b54d2008d1422350743cb132
MD5 10b5d51d5c83e3e90850003cc5288990
BLAKE2b-256 b2058b18157e355a8732b09676c160d87be691d398fbf467b0e60ff007efee2c

See more details on using hashes here.

Provenance

The following attestation bundles were made for har_capture-0.5.1.tar.gz:

Publisher: publish.yml on solentlabs/har-capture

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file har_capture-0.5.1-py3-none-any.whl.

File metadata

  • Download URL: har_capture-0.5.1-py3-none-any.whl
  • Upload date:
  • Size: 94.3 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for har_capture-0.5.1-py3-none-any.whl
Algorithm Hash digest
SHA256 05ee225ae95762b8560e2b7bcaf9aaa80c162c1819d422a7cc203f09515e30aa
MD5 93a72501f7ab620a88cc21f22b338f1e
BLAKE2b-256 eea42ad17e50d45e1f68d06e8cc47b266280f2051de22edaedfa78a0871147a4

See more details on using hashes here.

Provenance

The following attestation bundles were made for har_capture-0.5.1-py3-none-any.whl:

Publisher: publish.yml on solentlabs/har-capture

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page