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from pydantic import BaseModel, Field
from typing import Literal, List, Union, Optional
# Base class for CircumstanceType with a discriminator field 'type'
class CircumstanceTypeBase(BaseModel):
type: str
# Collision with means of transport
class RoadVehicleCollision(CircumstanceTypeBase):
type: Literal['road_vehicle']
infrastructure_number: Optional[str] = None
road_type: Literal['highway', 'main road',
'secondary road', 'local road/path/trail',
'parking lot']
class TrainCollision(CircumstanceTypeBase):
type: Literal['train']
infrastructure_number: str
class AircraftCollision(CircumstanceTypeBase):
type: Literal['aircraft']
class BoatCollision(CircumstanceTypeBase):
type: Literal['boat']
class OtherTransportCollision(CircumstanceTypeBase):
type: Literal['other transport collision']
class UnknownTransportCollision(CircumstanceTypeBase):
type: Literal['unknown transport collision']
# Destruction / Deliberately removed
class HuntingDestruction(CircumstanceTypeBase):
type: Literal['hunting']
method: Literal['shooting', 'bow', 'falconry',
'hounds hunting', 'digging up',
"other hunting", "unknow hunting"]
class TrapDestruction(CircumstanceTypeBase):
type: Literal['trap']
method: Literal['killing trap', 'pole trap', 'trap cage', 'corvids nasse',
'net', 'cage trap', 'fall-trap', 'glue trap', 'insect trap',
"other trap", "unknown trap"]
class PoisoningDestruction(CircumstanceTypeBase):
type: Literal['poisoning']
class RemovalDestruction(CircumstanceTypeBase):
type: Literal['removal or direct capture']
method: Literal['gassing', 'raptor captured at nest', 'brood destruction',
'traffic/trade', 'capture accident', 'scientific sample',
"other removal", "unknown removal"]
class FishingDestruction(CircumstanceTypeBase):
type: Literal['fishing']
method: Literal['drowned/tangled', 'beached with capture indications', "other fishing", "unknown fishing"]
class OtherDestruction(CircumstanceTypeBase):
type: Literal['other destruction']
class UnknownDestruction(CircumstanceTypeBase):
type: Literal['unknown destruction']
# Indirect destruction
class PylonElectricGridDestruction(CircumstanceTypeBase):
type: Literal['pylone and electric grid']
infrastructure: Literal['electric line', 'pole/pylon', "other structure", "unknown structure"]
cause: Literal['collision', 'electrocution']
class WindfarmDestruction(CircumstanceTypeBase):
type: Literal['windfarm']
class OtherCollisionDestruction(CircumstanceTypeBase):
type: Literal['other collision']
object: Literal['window', 'building', 'lighthouse',
'cable', 'wire fence/barbed wire', 'other crash', 'unknown crash']
class FallDestruction(CircumstanceTypeBase):
type: Literal['fall']
location: Literal['chimney', 'empty pole', 'hole/well', 'other fall', 'unknown fall']
class DevelopmentWorkDestruction(CircumstanceTypeBase):
type: Literal['development work']
work_type: Literal['transport infrastructure', 'building', 'other work', 'unknown work']
class PollutionContaminationDestruction(CircumstanceTypeBase):
type: Literal['pollution / contamination']
pollution_type: Literal['oil pollution', 'chemical pollution', 'heavy metals',
'light', 'noise',
'plastic ingestion', 'other pollution', 'unknown pollution']
class AgriculturalNetProtectionDestruction(CircumstanceTypeBase):
type: Literal['agricultural net protection']
class VegetalForestWorkDestruction(CircumstanceTypeBase):
type: Literal['vegetal / forest work']
work_type: Literal['clearing/mowing/plowing', 'tree felling/pruning',
'other forest work', 'unknown forest work']
class OtherIndirectDestruction(CircumstanceTypeBase):
type: Literal['other indirect desctruction']
class UnknownIndirectDestruction(CircumstanceTypeBase):
type: Literal['unknown indirect desctruction']
# Natural cause
class Predation(CircumstanceTypeBase):
type: Literal['predation']
predator: Literal['cat', 'dog', 'rooster/hen',
'other domestic animal', 'wild birds',
'wild mammal', 'other predator', 'unknown predator']
class Weather(CircumstanceTypeBase):
type: Literal['weather']
condition: Literal['cold wave', 'drought', 'hail',
'lightening', 'storm',
'other weather', 'unknown weather']
class NaturalDisaster(CircumstanceTypeBase):
type: Literal['natural disaster']
disaster: Literal['fire', 'avalanche', 'rock fall',
'mudslide', 'volcanic eruption/ashes',
'other natural disaster', 'unknown natural disaster']
class NestFall(CircumstanceTypeBase):
type: Literal['nest fall']
class StrandingExhaustion(CircumstanceTypeBase):
type: Literal['stranding due to exhaustion']
class DiseaseParasite(CircumstanceTypeBase):
type: Literal['disease/parasite']
class AccidentalDrowning(CircumstanceTypeBase):
type: Literal['accidental drowning']
drowning_location: Literal['drinking trough', 'pool',
'storm pool', 'irrigation pool',
'natural pool', 'flood',
'other location', 'unknown location']
class OtherNaturalCause(CircumstanceTypeBase):
type: Literal['other natural cause']
class UnknownNaturalCause(CircumstanceTypeBase):
type: Literal['unknown natural cause']
# Unknown cause
class UnknownCircumstance(CircumstanceTypeBase):
type: Literal['unknown']
# Union of all possible CircumstanceTypes with 'type' as the discriminator
CircumstanceType = Union[
RoadVehicleCollision,
TrainCollision,
AircraftCollision,
BoatCollision,
OtherTransportCollision,
UnknownTransportCollision,
HuntingDestruction,
TrapDestruction,
PoisoningDestruction,
RemovalDestruction,
FishingDestruction,
OtherDestruction,
UnknownDestruction,
PylonElectricGridDestruction,
WindfarmDestruction,
OtherCollisionDestruction,
FallDestruction,
DevelopmentWorkDestruction,
PollutionContaminationDestruction,
AgriculturalNetProtectionDestruction,
VegetalForestWorkDestruction,
OtherIndirectDestruction,
UnknownIndirectDestruction,
Predation,
Weather,
NaturalDisaster,
NestFall,
StrandingExhaustion,
DiseaseParasite,
AccidentalDrowning,
OtherNaturalCause,
UnknownNaturalCause,
UnknownCircumstance
]
# Main Circumstance class
class Circumstances(BaseModel):
circumstance_radio: str # e.g., "Yes"
circumstance: Optional[str] = None # e.g., "COLLISION"
circumstance_type: Optional[CircumstanceType] = Field(None, discriminator='type')
# Example usage
# json_data = {
# "circumstance": "COLLISION",
# "circumstance_radio": "Yes",
# "circumstance_type": {
# "type": "Train",
# "infrastructure_number": "56"
# }
# }
# circumstance_instance = Circumstance(**json_data)
# circumstance_schema = Circumstance.schema_json(indent=2) |