ParseFile reads a requirements.txt and extracts all dependency declarations

Boost scores when multiple PII types appear near each other

Build a mapping from file extension to extractor instance

Strip ANSI escape codes and lowercase

Detect actual image format using Pillow, not file extension. This protects against misnamed files (e.g., a PNG saved as .jpg).

Build a Pipeline wired to an in-memory Redis and a results collector.

Check if a filepath starts with any pattern

Convert key to string representation and type

Open a vault, exiting cleanly on every kind of failure Each error gets the right message and the right exit code. `typer.Exit(code=N)` r

Validate a DEA number using its check digit algorithm

Buffer an event and deliver when batch is full

Boost match scores based on nearby context keywords

Rotate the master password by deriving a new key with a new salt Generates a fresh salt, derives a new key from `new_master_password

Per-sample mean squared error between input and reconstruction.

Create a configured async DNS resolver

Convert a CSICRequest to a ParsedLogEntry with synthesized defaults for fields not present in the CSIC dataset

Decode an encoded payload: Base64 string -> XOR -> UTF-8 string

Scan text against all registered patterns

Reconstruct an Entry from a JSON-loaded dict Required fields (username, password) MUST be present — if the vault on disk has

Generate CSV report as a string

Return the entry with the given name Raises EntryNotFoundError if there is no such entry

Return applicable compliance frameworks for a rule

Get PDF test file path as string.

Return the initialized Redis client or raise if not ready

Get XLSX test file path as string.

Hash password using Argon2id Runs in thread pool to avoid blocking the async event loop since Argon2 is CPU intensive by design

Filter by IP address (source or destination)

Check if a beacon has an active WebSocket connection

Load configuration from a YAML file or return defaults

Load CSIC 2010 normal and attack files, extract features, and return (X, y) arrays ready for model training

Logout current session

Logout by revoking refresh token Silently succeeds if token is already revoked or doesn't exist

Perform DNS lookup for specified record types

Validate a number using the Luhn algorithm

Parse HTTP request or response from raw payload

Save matplotlib figure to file

Set the global rate limiter instance for dependency injection

Spawn worker tasks for each pipeline stage

Start background cleanup task for expired entries

Train an isolation forest on normal-only traffic

Calculate weighted count using sliding window interpolation.

Remove metadata properties from the PowerPoint presentation. Clears all properties identified during read() except for prese

Remove metadata properties from the Excel workbook. Clears all properties identified during read() except for preserved prop

Remove metadata properties from the Word document. Clears all properties identified during read() except for preserved prope