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63 lines
2.4 KiB
Python
63 lines
2.4 KiB
Python
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"""Abstract and base classes for electricity price predictions.
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Notes:
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- Ensure appropriate API keys or configurations are set up if required by external data sources.
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"""
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from abc import abstractmethod
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from typing import List, Optional
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from pydantic import Field
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from akkudoktoreos.prediction.predictionabc import PredictionProvider, PredictionRecord
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from akkudoktoreos.utils.logutil import get_logger
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logger = get_logger(__name__)
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class ElecPriceDataRecord(PredictionRecord):
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"""Represents a electricity price data record containing various price attributes at a specific datetime.
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Attributes:
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date_time (Optional[AwareDatetime]): The datetime of the record.
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"""
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elecprice_marketprice: Optional[float] = Field(
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None, description="Electricity market price (€/KWh)"
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)
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class ElecPriceProvider(PredictionProvider):
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"""Abstract base class for electricity price providers.
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WeatherProvider is a thread-safe singleton, ensuring only one instance of this class is created.
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Configuration variables:
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electricity price_provider (str): Prediction provider for electricity price.
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Attributes:
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prediction_hours (int, optional): The number of hours into the future for which predictions are generated.
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prediction_historic_hours (int, optional): The number of past hours for which historical data is retained.
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latitude (float, optional): The latitude in degrees, must be within -90 to 90.
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longitude (float, optional): The longitude in degrees, must be within -180 to 180.
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start_datetime (datetime, optional): The starting datetime for predictions, defaults to the current datetime if unspecified.
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end_datetime (datetime, computed): The datetime representing the end of the prediction range,
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calculated based on `start_datetime` and `prediction_hours`.
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keep_datetime (datetime, computed): The earliest datetime for retaining historical data, calculated
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based on `start_datetime` and `prediction_historic_hours`.
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"""
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# overload
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records: List[ElecPriceDataRecord] = Field(
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default_factory=list, description="List of ElecPriceDataRecord records"
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)
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@classmethod
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@abstractmethod
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def provider_id(cls) -> str:
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return "ElecPriceProvider"
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def enabled(self) -> bool:
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return self.provider_id() == self.config.elecprice_provider
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