Set writes a cache entry atomically using rename-over-temp

Create RateLimitKey with defaults

Compress input through the encoder to the 6-dim bottleneck.

Reconstruct input from the bottleneck representation.

Factory for creating TracerEvent instances in tests

Full text search across key fields

Close storage and cleanup resources

Initialize storage, algorithm, and fingerprinter

Count total records

WriteFile atomically writes the updated content to disk

Close storage connections

Reset all state for testing or shutdown

Extract 23 stateless per-request features from a parsed log entry.

Extract metadata from the PDF document information dictionary. Returns: Dictionary of metadata keys to their values.

Build a ParsedLogEntry with sensible defaults for testing.

Delete a record

Run all detection rules against an event

Execute the full training pipeline

Create and return the appropriate metadata handler for a file. Args: filepath: Path to the file to process. Ret

Manually check rate limit without decorator Returns the result of the strictest (most restrictive) rule

Get user by ID

Fit the scaler on training data.

Return ranked candidates for what algorithm produced `raw_input` Algorithm --------- Whitespace is trimmed from `raw_input` first. T

Fetch by ID or raise NotFoundError

Add or replace an entry By default refuses to overwrite an existing entry — pass force=True to replace. The * in the signatu

Decorator to apply rate limits to an endpoint Args: rules: Rate limit strings like "100/minute", "1000/hour"