Return a fully-populated Entry that tests can drop into a vault Centralizing this means every test that wants "an entry" gets a consiste

Ensure connection is established

Evaluate all rules against a request and return a composite score.

Windowed features representing a quiet IP.

Build a ParsedLogEntry with sensible defaults for rule engine testing.

Helper to create a PacketInfo for testing

Turn a master password and a salt into a 32-byte encryption key This is the SLOW step. On a modern laptop with the default parameters, e

Auto-update the updated_at timestamp on every save

Scan the target and return aggregated results

Create request with authentication header

Bytes returns the current file content

Encrypt plaintext using the configured shift key

Return SALT_LENGTH_BYTES of fresh, unpredictable random bytes The salt is mixed in with the password before key derivation, so that two

Atomically check and increment counter using sliding window algorithm

Write a single event as JSON

Remove metadata entries from the PDF document. Clears all metadata keys identified during read(). Raises: Metad

Add a packet to its corresponding flow

Make HTTP request with retry logic and rate limit handling Implements exponential backoff for server errors and respects Ret

Accept and track a new operator WebSocket connection

Establish Redis connection with connection pooling

Encrypt entries and write the vault to disk atomically and durably Every save uses a FRESH nonce — never reuse a nonce with

Build final BPF filter string combining all expressions

Extract fingerprint data from request

Update an existing record

ParseVersion parses a PEP 440 version string into its structured components

Push folds a tick into the open minute bar for its symbol. Volume24h from the latest tick within the minute wins — the column on MinuteBar is document

Create a FastAPI app with rate limiting middleware

Close Redis connection

Encode a combined feature dict into a 35-element float vector matching the model input specification.

Parse a CSIC 2010 dataset file into a list of CSICRequest objects

Convert a confidence score to a severity level