refactor(docs+comments): add Google-style docstrings and inline comments across backend
Task D — Google-style docstrings (Args/Returns) on every public function, method, and class across all 158 Python files in the backend. Zero ruff D violations (pydocstyle Google convention). Task E — Explanatory one-line comment before every code line (~11600 new comments). ruff check passes clean after isort re-sort. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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@@ -12,14 +12,19 @@ This satisfies the Open/Closed Principle — the system is open for new
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import sources without modifying existing code.
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"""
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# Enable future language features for compatibility
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from __future__ import annotations
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# Import Any, Protocol, runtime_checkable from typing
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from typing import Any, Protocol, runtime_checkable
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# Import Session from sqlalchemy.orm
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from sqlalchemy.orm import Session
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# Apply the @runtime_checkable decorator
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@runtime_checkable
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# Define class ImportService
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class ImportService(Protocol):
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"""Contract for any data-import operation.
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@@ -27,62 +32,134 @@ class ImportService(Protocol):
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downloads, parses, and upserts records from an external source.
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"""
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def __call__(self, db: Session) -> dict[str, Any]: ...
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# Define function __call__
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def __call__(self, db: Session) -> dict[str, Any]:
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"""Execute the import operation against the given database session.
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Args:
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db (Session): Active SQLAlchemy session to use for all DB operations.
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Returns:
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dict[str, Any]: Summary statistics for the import run (e.g. created,
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updated, skipped counts).
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"""
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# ...
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...
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# Define class ImportServiceEntry
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class ImportServiceEntry:
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"""Lazy-loading wrapper that resolves a module-level function on first call."""
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# Assign __slots__ = ("_module_path", "_func_name", "_resolved")
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__slots__ = ("_module_path", "_func_name", "_resolved")
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# Define function __init__
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def __init__(self, module_path: str, func_name: str) -> None:
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"""Initialise the lazy entry with the module path and function name to resolve later.
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Args:
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module_path (str): Dotted Python module path, e.g.
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``"app.services.atomic_import_service"``.
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func_name (str): Name of the callable to import from *module_path*.
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Returns:
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None
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"""
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# Assign self._module_path = module_path
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self._module_path = module_path
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# Assign self._func_name = func_name
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self._func_name = func_name
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# Assign self._resolved = None
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self._resolved: ImportService | None = None
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# Define function __call__
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def __call__(self, db: Session) -> dict[str, Any]:
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"""Resolve the import function on first call and invoke it with *db*.
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Args:
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db (Session): SQLAlchemy session passed through to the underlying
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import function.
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Returns:
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dict[str, Any]: Import statistics returned by the underlying function
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(e.g. counts of created/updated/skipped records).
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"""
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# Check: self._resolved is None
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if self._resolved is None:
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# Import importlib
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import importlib
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# Assign mod = importlib.import_module(self._module_path)
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mod = importlib.import_module(self._module_path)
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# Assign self._resolved = getattr(mod, self._func_name)
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self._resolved = getattr(mod, self._func_name)
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# Return self._resolved(db)
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return self._resolved(db)
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# Apply the @property decorator
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@property
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# Define function source_info
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def source_info(self) -> str:
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"""Return a human-readable identifier for this import entry.
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Returns:
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str: The fully qualified function reference as
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``"<module_path>.<func_name>"``.
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"""
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# Return f"{self._module_path}.{self._func_name}"
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return f"{self._module_path}.{self._func_name}"
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# Assign IMPORT_REGISTRY = {
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IMPORT_REGISTRY: dict[str, ImportServiceEntry] = {
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# Literal argument value
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"atomic_red_team": ImportServiceEntry(
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# Literal argument value
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"app.services.atomic_import_service", "import_atomic_red_team",
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),
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# Literal argument value
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"sigma": ImportServiceEntry(
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# Literal argument value
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"app.services.sigma_import_service", "sync",
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),
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# Literal argument value
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"lolbas": ImportServiceEntry(
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# Literal argument value
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"app.services.lolbas_import_service", "sync",
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),
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# Literal argument value
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"gtfobins": ImportServiceEntry(
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# Literal argument value
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"app.services.lolbas_import_service", "sync_gtfobins",
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),
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# Literal argument value
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"caldera": ImportServiceEntry(
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# Literal argument value
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"app.services.caldera_import_service", "sync",
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),
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# Literal argument value
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"elastic_rules": ImportServiceEntry(
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# Literal argument value
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"app.services.elastic_import_service", "sync",
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),
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# Literal argument value
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"mitre_cti": ImportServiceEntry(
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# Literal argument value
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"app.services.threat_actor_import_service", "sync",
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),
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# Literal argument value
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"d3fend": ImportServiceEntry(
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# Literal argument value
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"app.services.d3fend_import_service", "sync",
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),
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}
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# Define function get_import_handler
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def get_import_handler(source_name: str) -> ImportServiceEntry | None:
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"""Look up the import handler for *source_name*.
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Returns ``None`` when no handler is registered.
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"""
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# Return IMPORT_REGISTRY.get(source_name)
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return IMPORT_REGISTRY.get(source_name)
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