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"""
API schemas for data validation and serialization.
"""
from pydantic import BaseModel, Field, validator, EmailStr
from typing import Optional, List, Dict, Any, Union
from datetime import datetime
from enum import Enum
# Pagination
class PaginationParams(BaseModel):
"""Pagination parameters."""
page: int = Field(1, ge=1, description="Page number")
size: int = Field(10, ge=1, le=100, description="Items per page")
# User schemas
class UserBase(BaseModel):
"""Base user schema."""
username: str
email: EmailStr
full_name: Optional[str] = None
is_active: bool = True
class UserCreate(UserBase):
"""User creation schema."""
password: str
class UserUpdate(BaseModel):
"""User update schema."""
username: Optional[str] = None
email: Optional[EmailStr] = None
full_name: Optional[str] = None
is_active: Optional[bool] = None
password: Optional[str] = None
class UserResponse(UserBase):
"""User response schema."""
id: int
is_superuser: bool = False
class Config:
orm_mode = True
# Token schemas
class Token(BaseModel):
"""Token schema."""
access_token: str
token_type: str = "bearer"
class TokenPayload(BaseModel):
"""Token payload schema."""
sub: Optional[int] = None
# Dark Web Content schemas
class DarkWebContentBase(BaseModel):
"""Base schema for dark web content."""
url: str
title: Optional[str] = None
content: str
content_type: str
source_name: Optional[str] = None
source_type: Optional[str] = None
language: Optional[str] = None
class DarkWebContentCreate(DarkWebContentBase):
"""Schema for creating dark web content."""
relevance_score: float = 0.0
sentiment_score: float = 0.0
entity_data: Optional[str] = None
class DarkWebContentUpdate(BaseModel):
"""Schema for updating dark web content."""
title: Optional[str] = None
content_status: Optional[str] = None
relevance_score: Optional[float] = None
sentiment_score: Optional[float] = None
entity_data: Optional[str] = None
class DarkWebContentResponse(DarkWebContentBase):
"""Schema for dark web content response."""
id: int
domain: Optional[str] = None
content_status: str
scraped_at: datetime
relevance_score: float
sentiment_score: float
entity_data: Optional[str] = None
class Config:
orm_mode = True
# Dark Web Mention schemas
class DarkWebMentionBase(BaseModel):
"""Base schema for dark web mention."""
content_id: int
keyword: str
keyword_category: Optional[str] = None
context: Optional[str] = None
snippet: Optional[str] = None
mention_type: Optional[str] = None
class DarkWebMentionCreate(DarkWebMentionBase):
"""Schema for creating dark web mention."""
confidence: float = 0.0
is_verified: bool = False
class DarkWebMentionUpdate(BaseModel):
"""Schema for updating dark web mention."""
keyword_category: Optional[str] = None
mention_type: Optional[str] = None
confidence: Optional[float] = None
is_verified: Optional[bool] = None
class DarkWebMentionResponse(DarkWebMentionBase):
"""Schema for dark web mention response."""
id: int
confidence: float
is_verified: bool
created_at: datetime
class Config:
orm_mode = True
# Threat schemas
class ThreatBase(BaseModel):
"""Base schema for threat."""
title: str
description: str
severity: str
category: str
class ThreatCreate(ThreatBase):
"""Schema for creating threat."""
status: str = "New"
source_url: Optional[str] = None
source_name: Optional[str] = None
source_type: Optional[str] = None
affected_entity: Optional[str] = None
affected_entity_type: Optional[str] = None
confidence_score: float = 0.0
risk_score: float = 0.0
class ThreatUpdate(BaseModel):
"""Schema for updating threat."""
title: Optional[str] = None
description: Optional[str] = None
severity: Optional[str] = None
status: Optional[str] = None
category: Optional[str] = None
affected_entity: Optional[str] = None
affected_entity_type: Optional[str] = None
confidence_score: Optional[float] = None
risk_score: Optional[float] = None
class ThreatResponse(ThreatBase):
"""Schema for threat response."""
id: int
status: str
source_url: Optional[str] = None
source_name: Optional[str] = None
source_type: Optional[str] = None
discovered_at: datetime
affected_entity: Optional[str] = None
affected_entity_type: Optional[str] = None
confidence_score: float
risk_score: float
class Config:
orm_mode = True
# Indicator schemas
class IndicatorBase(BaseModel):
"""Base schema for indicator."""
threat_id: int
value: str
indicator_type: str
description: Optional[str] = None
class IndicatorCreate(IndicatorBase):
"""Schema for creating indicator."""
is_verified: bool = False
context: Optional[str] = None
source: Optional[str] = None
confidence_score: float = 0.0
class IndicatorUpdate(BaseModel):
"""Schema for updating indicator."""
description: Optional[str] = None
is_verified: Optional[bool] = None
context: Optional[str] = None
source: Optional[str] = None
confidence_score: Optional[float] = None
class IndicatorResponse(IndicatorBase):
"""Schema for indicator response."""
id: int
is_verified: bool
context: Optional[str] = None
source: Optional[str] = None
confidence_score: float
first_seen: datetime
last_seen: datetime
class Config:
orm_mode = True
# Alert schemas
class AlertBase(BaseModel):
"""Base schema for alert."""
title: str
description: str
severity: str
category: str
class AlertCreate(AlertBase):
"""Schema for creating alert."""
source_url: Optional[str] = None
threat_id: Optional[int] = None
mention_id: Optional[int] = None
class AlertUpdate(BaseModel):
"""Schema for updating alert."""
status: str
action_taken: Optional[str] = None
assigned_to_id: Optional[int] = None
is_read: Optional[bool] = None
class AlertResponse(AlertBase):
"""Schema for alert response."""
id: int
status: str
generated_at: datetime
source_url: Optional[str] = None
is_read: bool
threat_id: Optional[int] = None
mention_id: Optional[int] = None
assigned_to_id: Optional[int] = None
action_taken: Optional[str] = None
resolved_at: Optional[datetime] = None
class Config:
orm_mode = True
# Report schemas
class ReportBase(BaseModel):
"""Base schema for report."""
report_id: str
title: str
summary: str
content: str
report_type: str
class ReportCreate(ReportBase):
"""Schema for creating report."""
status: str = "Draft"
severity: Optional[str] = None
publish_date: Optional[datetime] = None
time_period_start: Optional[datetime] = None
time_period_end: Optional[datetime] = None
keywords: Optional[str] = None
author_id: int
threat_ids: List[int] = []
class ReportUpdate(BaseModel):
"""Schema for updating report."""
title: Optional[str] = None
summary: Optional[str] = None
content: Optional[str] = None
report_type: Optional[str] = None
status: Optional[str] = None
severity: Optional[str] = None
publish_date: Optional[datetime] = None
time_period_start: Optional[datetime] = None
time_period_end: Optional[datetime] = None
keywords: Optional[str] = None
threat_ids: Optional[List[int]] = None
class ReportResponse(ReportBase):
"""Schema for report response."""
id: int
status: str
severity: Optional[str] = None
publish_date: Optional[datetime] = None
time_period_start: Optional[datetime] = None
time_period_end: Optional[datetime] = None
keywords: Optional[str] = None
author_id: int
class Config:
orm_mode = True
# Statistics response schemas
class ThreatStatisticsResponse(BaseModel):
"""Schema for threat statistics response."""
total_count: int
severity_counts: Dict[str, int]
status_counts: Dict[str, int]
category_counts: Dict[str, int]
time_series: List[Dict[str, Any]]
from_date: str
to_date: str
class ContentStatisticsResponse(BaseModel):
"""Schema for content statistics response."""
total_count: int
content_type_counts: Dict[str, int]
content_status_counts: Dict[str, int]
source_counts: Dict[str, int]
time_series: List[Dict[str, Any]]
from_date: str
to_date: str |