refactor(intel): migrate AttackerIntel JSON-string columns to native SQLAlchemy JSON
Five list columns (greynoise_tags, abuseipdb_categories, threatfox_threat_types, threatfox_ioc_types, threatfox_malware_families) and four dict columns (*_raw) are now Column(JSON) with list/dict type annotations and default_factory=list/dict. Providers return native Python objects; the application-layer json.dumps/json.loads round-trip and _decode_json_list helpers are gone. to_intel_event_payload() reads columns directly. Also caps pytest xdist at -n 4 and excludes tests/api from norecursedirs to prevent schemathesis workers from OOM-killing the dev loop.
This commit is contained in:
@@ -17,7 +17,6 @@ later if operators report drift.
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"""
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from __future__ import annotations
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import json
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import os
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from datetime import datetime, timezone
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from typing import Optional
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@@ -110,8 +109,8 @@ class AbuseIPDBProvider(IntelProvider):
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verdict=verdict,
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column_updates={
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"abuseipdb_score": score,
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"abuseipdb_categories": json.dumps(sorted(categories)),
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"abuseipdb_raw": json.dumps(data),
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"abuseipdb_categories": sorted(categories),
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"abuseipdb_raw": data,
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"abuseipdb_queried_at": datetime.now(timezone.utc),
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},
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)
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@@ -13,7 +13,6 @@ of attacker IPs map to a single network round-trip per refresh window.
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"""
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from __future__ import annotations
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import json
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import time
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from datetime import datetime, timezone
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from typing import Any, Optional
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@@ -94,7 +93,7 @@ class FeodoProvider(IntelProvider):
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column_updates={
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"feodo_listed": False,
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"feodo_malware_family": None,
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"feodo_raw": "{}",
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"feodo_raw": {},
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"feodo_queried_at": datetime.now(timezone.utc),
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},
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)
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@@ -108,7 +107,7 @@ class FeodoProvider(IntelProvider):
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column_updates={
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"feodo_listed": True,
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"feodo_malware_family": family,
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"feodo_raw": json.dumps(entry),
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"feodo_raw": entry,
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"feodo_queried_at": datetime.now(timezone.utc),
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},
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)
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@@ -25,7 +25,6 @@ Status code semantics:
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"""
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from __future__ import annotations
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import json
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import os
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from datetime import datetime, timezone
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from typing import Optional
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@@ -72,8 +71,8 @@ class GreyNoiseProvider(IntelProvider):
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column_updates={
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"greynoise_classification": "unknown",
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"greynoise_name": None,
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"greynoise_tags": "[]",
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"greynoise_raw": json.dumps({"message": "not seen"}),
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"greynoise_tags": [],
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"greynoise_raw": {"message": "not seen"},
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"greynoise_queried_at": datetime.now(timezone.utc),
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},
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)
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@@ -107,8 +106,8 @@ class GreyNoiseProvider(IntelProvider):
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column_updates={
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"greynoise_classification": classification,
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"greynoise_name": name,
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"greynoise_tags": json.dumps(tags),
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"greynoise_raw": json.dumps(data),
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"greynoise_tags": tags,
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"greynoise_raw": data,
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"greynoise_queried_at": datetime.now(timezone.utc),
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},
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)
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@@ -12,7 +12,6 @@ caps requests/min — the provider works either way.
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"""
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from __future__ import annotations
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import json
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import os
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from datetime import datetime, timezone
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from typing import Optional
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@@ -71,10 +70,10 @@ class ThreatFoxProvider(IntelProvider):
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verdict=None, # absence is not a benign signal
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column_updates={
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"threatfox_listed": False,
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"threatfox_threat_types": "[]",
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"threatfox_ioc_types": "[]",
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"threatfox_malware_families": "[]",
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"threatfox_raw": "{}",
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"threatfox_threat_types": [],
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"threatfox_ioc_types": [],
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"threatfox_malware_families": [],
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"threatfox_raw": {},
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"threatfox_queried_at": datetime.now(timezone.utc),
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},
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)
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@@ -113,10 +112,10 @@ class ThreatFoxProvider(IntelProvider):
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verdict="malicious" if listed else None,
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column_updates={
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"threatfox_listed": listed,
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"threatfox_threat_types": json.dumps(sorted(threat_types)),
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"threatfox_ioc_types": json.dumps(sorted(ioc_types)),
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"threatfox_malware_families": json.dumps(sorted(families)),
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"threatfox_raw": json.dumps(data),
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"threatfox_threat_types": sorted(threat_types),
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"threatfox_ioc_types": sorted(ioc_types),
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"threatfox_malware_families": sorted(families),
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"threatfox_raw": data,
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"threatfox_queried_at": datetime.now(timezone.utc),
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},
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)
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@@ -20,7 +20,6 @@ from __future__ import annotations
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import asyncio
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import contextlib
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import json
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from datetime import datetime, timedelta, timezone
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from typing import Any, Optional
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@@ -60,18 +59,6 @@ def _aggregate(verdicts: list[Optional[str]]) -> Optional[str]:
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return None
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def _decode_json_list(value: Any) -> list[Any]:
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if isinstance(value, list):
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return value
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if isinstance(value, str) and value:
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try:
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decoded = json.loads(value)
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except (json.JSONDecodeError, TypeError):
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return []
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return decoded if isinstance(decoded, list) else []
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return []
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def _build_intel_event_payload(
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attacker_uuid: str,
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ip: str,
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@@ -80,11 +67,6 @@ def _build_intel_event_payload(
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) -> dict[str, Any]:
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"""Project the AttackerIntel row into the bus event the TTP worker
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consumes as ``source_kind="intel"``.
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The TTP worker forwards the payload verbatim to the IntelLifter.
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Per-provider taxonomy fields (categories, tags, threat_types) are
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decoded back to native lists here so the lifter does not have to
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care that the storage layer JSON-encodes them.
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"""
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return {
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"attacker_uuid": attacker_uuid,
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@@ -93,27 +75,19 @@ def _build_intel_event_payload(
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"providers": [p.name for p in providers],
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# AbuseIPDB
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"abuseipdb_score": row.get("abuseipdb_score"),
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"abuseipdb_categories": _decode_json_list(
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row.get("abuseipdb_categories"),
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),
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"abuseipdb_categories": row.get("abuseipdb_categories") or [],
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# GreyNoise
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"greynoise_classification": row.get("greynoise_classification"),
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"greynoise_name": row.get("greynoise_name"),
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"greynoise_tags": _decode_json_list(row.get("greynoise_tags")),
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"greynoise_tags": row.get("greynoise_tags") or [],
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# Feodo
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"feodo_listed": row.get("feodo_listed"),
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"feodo_malware_family": row.get("feodo_malware_family"),
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# ThreatFox
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"threatfox_listed": row.get("threatfox_listed"),
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"threatfox_threat_types": _decode_json_list(
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row.get("threatfox_threat_types"),
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),
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"threatfox_ioc_types": _decode_json_list(
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row.get("threatfox_ioc_types"),
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),
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"threatfox_malware_families": _decode_json_list(
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row.get("threatfox_malware_families"),
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),
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"threatfox_threat_types": row.get("threatfox_threat_types") or [],
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"threatfox_ioc_types": row.get("threatfox_ioc_types") or [],
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"threatfox_malware_families": row.get("threatfox_malware_families") or [],
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}
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@@ -1,25 +1,10 @@
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"""Threat-intel enrichment row — one per attacker IP, TTL-cached."""
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import json as _json
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from datetime import datetime, timezone
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from typing import Any, Optional
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from sqlalchemy import Column
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from sqlalchemy import JSON, Column
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from sqlmodel import Field, SQLModel
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from ._base import _BIG_TEXT
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def _decode_json_list(value: Any) -> list[Any]:
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if isinstance(value, list):
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return value
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if isinstance(value, str) and value:
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try:
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decoded = _json.loads(value)
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except (_json.JSONDecodeError, TypeError):
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return []
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return decoded if isinstance(decoded, list) else []
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return []
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class AttackerIntel(SQLModel, table=True):
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"""Aggregated threat-intel verdict for a single attacker IP.
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@@ -63,37 +48,35 @@ class AttackerIntel(SQLModel, table=True):
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# empty unless an operator wires a non-Community provider that does.
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greynoise_classification: Optional[str] = Field(default=None, max_length=32)
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greynoise_name: Optional[str] = Field(default=None, max_length=128)
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greynoise_tags: str = Field(
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default="[]",
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sa_column=Column("greynoise_tags", _BIG_TEXT, nullable=False, default="[]"),
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) # JSON list[str] — behavioral / actor tags
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greynoise_raw: str = Field(
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default="{}",
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sa_column=Column("greynoise_raw", _BIG_TEXT, nullable=False, default="{}"),
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greynoise_tags: list[str] = Field(
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default_factory=list,
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sa_column=Column("greynoise_tags", JSON, nullable=False),
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)
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greynoise_raw: dict[str, Any] = Field(
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default_factory=dict,
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sa_column=Column("greynoise_raw", JSON, nullable=False),
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)
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greynoise_queried_at: Optional[datetime] = Field(default=None)
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# ── AbuseIPDB ────────────────────────────────────────────────────────
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# 0..100 abuse confidence score
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abuseipdb_score: Optional[int] = Field(default=None)
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abuseipdb_categories: str = Field(
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default="[]",
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sa_column=Column(
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"abuseipdb_categories", _BIG_TEXT, nullable=False, default="[]",
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),
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) # JSON list[int] — flattened set of categories across recent reports
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abuseipdb_raw: str = Field(
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default="{}",
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sa_column=Column("abuseipdb_raw", _BIG_TEXT, nullable=False, default="{}"),
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abuseipdb_categories: list[int] = Field(
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default_factory=list,
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sa_column=Column("abuseipdb_categories", JSON, nullable=False),
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)
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abuseipdb_raw: dict[str, Any] = Field(
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default_factory=dict,
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sa_column=Column("abuseipdb_raw", JSON, nullable=False),
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)
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abuseipdb_queried_at: Optional[datetime] = Field(default=None)
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# ── abuse.ch Feodo Tracker ───────────────────────────────────────────
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feodo_listed: Optional[bool] = Field(default=None)
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feodo_malware_family: Optional[str] = Field(default=None, max_length=64)
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feodo_raw: str = Field(
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default="{}",
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sa_column=Column("feodo_raw", _BIG_TEXT, nullable=False, default="{}"),
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feodo_raw: dict[str, Any] = Field(
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default_factory=dict,
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sa_column=Column("feodo_raw", JSON, nullable=False),
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)
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feodo_queried_at: Optional[datetime] = Field(default=None)
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@@ -105,27 +88,21 @@ class AttackerIntel(SQLModel, table=True):
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# IntelLifter keys ATT&CK techniques on ``threat_type``, the canonical
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# taxonomy field per ThreatFox's API.
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threatfox_listed: Optional[bool] = Field(default=None)
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threatfox_threat_types: str = Field(
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default="[]",
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sa_column=Column(
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"threatfox_threat_types", _BIG_TEXT, nullable=False, default="[]",
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),
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) # JSON list[str]
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threatfox_ioc_types: str = Field(
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default="[]",
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sa_column=Column(
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"threatfox_ioc_types", _BIG_TEXT, nullable=False, default="[]",
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),
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) # JSON list[str]
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threatfox_malware_families: str = Field(
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default="[]",
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sa_column=Column(
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"threatfox_malware_families", _BIG_TEXT, nullable=False, default="[]",
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),
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) # JSON list[str]
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threatfox_raw: str = Field(
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default="{}",
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sa_column=Column("threatfox_raw", _BIG_TEXT, nullable=False, default="{}"),
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threatfox_threat_types: list[str] = Field(
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default_factory=list,
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sa_column=Column("threatfox_threat_types", JSON, nullable=False),
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)
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threatfox_ioc_types: list[str] = Field(
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default_factory=list,
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sa_column=Column("threatfox_ioc_types", JSON, nullable=False),
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)
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threatfox_malware_families: list[str] = Field(
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default_factory=list,
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sa_column=Column("threatfox_malware_families", JSON, nullable=False),
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)
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threatfox_raw: dict[str, Any] = Field(
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default_factory=dict,
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sa_column=Column("threatfox_raw", JSON, nullable=False),
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)
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threatfox_queried_at: Optional[datetime] = Field(default=None)
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@@ -166,21 +143,19 @@ class AttackerIntel(SQLModel, table=True):
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"aggregate_verdict": self.aggregate_verdict,
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# AbuseIPDB
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"abuseipdb_score": self.abuseipdb_score,
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"abuseipdb_categories": _decode_json_list(self.abuseipdb_categories),
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"abuseipdb_categories": self.abuseipdb_categories,
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# GreyNoise
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"greynoise_classification": self.greynoise_classification,
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"greynoise_name": self.greynoise_name,
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"greynoise_tags": _decode_json_list(self.greynoise_tags),
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"greynoise_tags": self.greynoise_tags,
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# Feodo
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"feodo_listed": self.feodo_listed,
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"feodo_malware_family": self.feodo_malware_family,
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# ThreatFox
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"threatfox_listed": self.threatfox_listed,
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"threatfox_threat_types": _decode_json_list(self.threatfox_threat_types),
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"threatfox_ioc_types": _decode_json_list(self.threatfox_ioc_types),
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"threatfox_malware_families": _decode_json_list(
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self.threatfox_malware_families
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),
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"threatfox_threat_types": self.threatfox_threat_types,
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"threatfox_ioc_types": self.threatfox_ioc_types,
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"threatfox_malware_families": self.threatfox_malware_families,
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}
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if providers is not None:
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d["providers"] = providers
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@@ -7,7 +7,6 @@ worker query.
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"""
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from __future__ import annotations
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import json
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import uuid as _uuid
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from datetime import datetime, timezone
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from typing import Any, Optional
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@@ -67,28 +66,7 @@ class AttackerIntelMixin(_MixinBase):
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row = result.scalar_one_or_none()
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if not row:
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return None
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d = row.model_dump(mode="json")
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# Two passes: ``*_raw`` columns hold provider response blobs
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# (objects); the per-provider taxonomy columns hold JSON
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# arrays the IntelLifter consumes as native lists.
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for key in (
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"greynoise_raw",
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"abuseipdb_raw",
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"feodo_raw",
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"threatfox_raw",
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"greynoise_tags",
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"abuseipdb_categories",
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"threatfox_threat_types",
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"threatfox_ioc_types",
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"threatfox_malware_families",
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):
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raw = d.get(key)
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if isinstance(raw, str):
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try:
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d[key] = json.loads(raw)
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except (json.JSONDecodeError, TypeError):
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pass
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return d
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return row.model_dump(mode="json")
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async def get_unenriched_attackers(
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self, limit: int = 100,
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@@ -114,22 +114,10 @@ class AttackersCoreMixin(_MixinBase):
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async with self._session() as session:
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rows = (await session.execute(stmt)).all()
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_intel_raw_keys = ("greynoise_raw", "abuseipdb_raw", "feodo_raw", "threatfox_raw")
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result = []
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for attacker, intel in rows:
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d = self._deserialize_attacker(attacker.model_dump(mode="json"))
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if intel is not None:
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intel_d = intel.model_dump(mode="json")
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for key in _intel_raw_keys:
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raw = intel_d.get(key)
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if isinstance(raw, str):
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try:
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intel_d[key] = json.loads(raw)
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except (json.JSONDecodeError, TypeError):
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pass
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d["threat_intel"] = intel_d
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else:
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d["threat_intel"] = None
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d["threat_intel"] = intel.model_dump(mode="json") if intel is not None else None
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result.append(d)
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return result
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