Contains functions for use in Ecotope Datapipelines

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Project description

DataPipelinePackage

To Install the Package

$ pip install ecopipeline

Functions in Data Pipeline package:

extract.py

  • load raw JSON-formatted data into a dataframe
  • merge NOAA weather data with sensor data

clean.py

  • remove outliers specified in the configuration file
  • send alert to Ecotope engineers about sensor malfunction
  • remove any nan values

unit_conv.py

  • convert data into desired units

derived_var.py

  • calculate the COP (coefficient of preformance) values and other derived values
  • aggregate data by day and week

load.py

  • load the data into Ecotope's database

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