Gets the appropriate serializer based on the playbook type. Args: value (Any): The value to be serialized. t

Determine the SSL parameter for PyMISP connection.

Perform a DNS query with Google service, return True if Google answer the DNS query. :param observable: domain to resolve :ty

Calculate impfuzzy hash and return

Launch the Chromium browser and create the initial context and page.

Hook to monkey-patch class for testing purposes.

True if the Ollama daemon answers its version endpoint.

Attempts to parse the file as Single or Universal Mach-O.

Extract data from Farsight response and create a dict with same fields. Different API version have different format, create same dict structur

Pick the RDAP endpoint for a host: ``ip/`` for an IP literal (the host of a URL can be one), ``domain/`` otherwise.

Reset internal per-navigation state (captured requests list).

Return the user's existing session, or create a fresh one when none is given.

Helper to safely decode bytes to string.

Fake ChatOllama whose bound runnable replays `responses`, one AIMessage per agent round.

Creates a real Job, Analyzable, and Tags in the test DB with live credentials.