33 lines
793 B
Python
33 lines
793 B
Python
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from datetime import datetime
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from pydantic import BaseModel, field_validator
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class AccelerometerData(BaseModel):
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x: float
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y: float
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z: float
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class GpsData(BaseModel):
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latitude: float
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longitude: float
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class AgentData(BaseModel):
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accelerometer: AccelerometerData
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gps: GpsData
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timestamp: datetime
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@classmethod
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@field_validator("timestamp", mode="before")
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def parse_timestamp(cls, value):
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# Convert the timestamp to a datetime object
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if isinstance(value, datetime):
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return value
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try:
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return datetime.fromisoformat(value)
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except (TypeError, ValueError):
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raise ValueError(
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"Invalid timestamp format. Expected ISO 8601 format (YYYY-MM-DDTHH:MM:SSZ)."
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)
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