bhf_smarthealth.validate.gps_schema

This module contains pydantic validation models for the raw GPS data ingested into the Smart Health pipeline

Attributes

logger

Classes

GPSDataPoint	Represents a measurement for a single GPS timepoint.
GPSDataList	Validation model for a full list of GPS timepoints.

Module Contents

bhf_smarthealth.validate.gps_schema.logger

class bhf_smarthealth.validate.gps_schema.GPSDataPoint(/, **data: Any)

Bases: pydantic.BaseModel

Represents a measurement for a single GPS timepoint.

model_config

Configuration for the model, should be a dictionary conforming to [ConfigDict][pydantic.config.ConfigDict].

d: datetime.datetime

long: float

lat: float

sheffield_id: str

class bhf_smarthealth.validate.gps_schema.GPSDataList(/, root=PydanticUndefined, **data)

Bases: pydantic.RootModel

Validation model for a full list of GPS timepoints. Will filter out timepoints with invlaid GPS coordinates after initial validation.

root: list[GPSDataPoint]

filter_invalid_gps_points() → typing_extensions.Self