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DCAS: Build DCAS Data pipeline process #307

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danangmassandy opened this issue Dec 12, 2024 · 1 comment
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DCAS: Build DCAS Data pipeline process #307

danangmassandy opened this issue Dec 12, 2024 · 1 comment
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@danangmassandy
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This ticket depends on #300, #304, #305, and #306. The expected output is that we can build the DecisionTree based on the config and classify the farm data to get the message codes.

@danangmassandy danangmassandy changed the title DCAS: Build DCAS DecisionTree classifier DCAS: Build DCAS DecisionTree process Jan 2, 2025
@danangmassandy danangmassandy changed the title DCAS: Build DCAS DecisionTree process DCAS: Build DCAS Data pipeline process Jan 7, 2025
@danangmassandy
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danangmassandy commented Jan 8, 2025

Update progress:

  • Grid Raw Data Collection
  • Store Grid Raw Data as Parquet
  • Calculate GDD for each date from planting date
  • Calculate Total GDD
  • Calculate Humdity
  • Calculate Temperature
  • Calculate P/PET
  • Calculate SeasonalPrecipitation
  • Calculate GrowthStage
  • Store GrowthStage start date change
  • Calculate GrowthStagePrecipitation
  • Remove unused columns
  • Run RuleEngine for message outputs
  • Store dataframe as parquet files

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