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.
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@@ -1,38 +1,58 @@
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"""OSINT enrichment items — CVEs, blogs, PoCs, and advisories linked to techniques."""
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# Import uuid
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import uuid
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# Import Boolean, Column, DateTime, ForeignKey, String, ... from sqlalchemy
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from sqlalchemy import Boolean, Column, DateTime, ForeignKey, String, Text, func
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# Import JSONB, UUID from sqlalchemy.dialects.postgresql
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from sqlalchemy.dialects.postgresql import JSONB, UUID
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# Import relationship from sqlalchemy.orm
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from sqlalchemy.orm import relationship
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# Import Base from app.database
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from app.database import Base
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# Define class OsintItem
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class OsintItem(Base):
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"""Represents an OSINT data point (CVE, blog, PoC, advisory) associated
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with a MITRE ATT&CK technique.
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"""Represents an OSINT data point (CVE, blog, PoC, advisory) associated with a MITRE ATT&CK technique.
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Used by the enrichment pipeline to surface relevant threat intelligence
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for each technique, flagging those that need review.
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"""
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# Assign __tablename__ = "osint_items"
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__tablename__ = "osint_items"
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# Assign id = Column(UUID(as_uuid=True), primary_key=True, default=uuid.uuid4)
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id = Column(UUID(as_uuid=True), primary_key=True, default=uuid.uuid4)
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# Assign technique_id = Column(
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technique_id = Column(
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UUID(as_uuid=True),
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ForeignKey("techniques.id"),
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# Keyword argument: nullable
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nullable=False,
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# Keyword argument: index
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index=True,
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)
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# Assign source_type = Column(String(50), nullable=False) # "cve", "blog", "poc", "advisory"
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source_type = Column(String(50), nullable=False) # "cve", "blog", "poc", "advisory"
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# Assign source_url = Column(Text, nullable=False)
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source_url = Column(Text, nullable=False)
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# Assign title = Column(String(500), nullable=False)
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title = Column(String(500), nullable=False)
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# Assign description = Column(Text, nullable=True)
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description = Column(Text, nullable=True)
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# Assign severity = Column(String(20), nullable=True) # CRITICAL, HIGH, MEDIUM, LOW, U...
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severity = Column(String(20), nullable=True) # CRITICAL, HIGH, MEDIUM, LOW, UNKNOWN
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# Assign discovered_at = Column(DateTime(timezone=True), server_default=func.now(), nullable...
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discovered_at = Column(DateTime(timezone=True), server_default=func.now(), nullable=False)
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# Assign reviewed = Column(Boolean, default=False)
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reviewed = Column(Boolean, default=False)
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# Assign metadata_ = Column("metadata", JSONB, default={})
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metadata_ = Column("metadata", JSONB, default={})
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# ── Relationships ─────────────────────────────────────────────────
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