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High-performance PII redaction scanner using Go WASM (WASI)

Project description

pii-shield-wasi

High-performance PII redaction scanner powered by a core Go engine compiled to WebAssembly (WASI). It provides lightning-fast text analysis with hybrid heuristic and entropy-based validation.

Installation

pip install pii-shield-wasi

Usage

from pii_shield import Scanner

# Initialize the scanner with optional configuration overrides
scanner = Scanner({
    "entropy_threshold": 4.0,
    "confidence_score": 0.8
})

text = "Connecting to DB with password: MySuperSecretPassword123!"
redacted_text = scanner.redact(text)

print(redacted_text)
# Output might redact the high entropy secret based on context

Features

  • Blazing Fast: Runs a highly optimized Go WASM binary in a native V8/Wasmtime environment.
  • Zero-Allocation: Hot-paths have been optimized to prevent garbage collection overhead during large log streaming.
  • Hybrid Scoring: Combines static whitelists, regex heuristics, and Shannon entropy for zero false-positives on things like UUIDs and IPv6 addresses.

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