Contains functions for use in Ecotope Datapipelines
Project description
DataPipelinePackage
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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