AeroSense Operational Twin Alpha

Functions for working with AeroSense data, useful in building dashboards, analysis notebooks and digital twin services.
End of first development cycle release.

Features

• BigQuery wrappers
  • Sensor data retrieval
  • Metadata retrieval
  • Metadata creation
• Data pre-process
  • Measurement session extraction
  • Raw Int's to physical variable conversions
  • Basic filtering
• Pandas wrappers for measurement time series operations
  • Resample to constant time-step
  • Merge multiple session to same time vector
  • Session statistics
• Plot utilities

Get connection statistics sessions correctly

Contents (#31)

Enhancements

• Improve session extraction logging

Fixes

• Get connection statistics sessions correctly

Add method for getting measurement sessions

Contents (#30)

New features

• Add methods for getting existing measurement sessions and extracting new ones

Fixes

• Rename dataframe columns in RawSignal in line with sessions table

Refactoring

• Move generate_time_range function to dashboard

Allow input of air density into `plot_cp_curve`

Contents (#29)

Enhancements

• Allow input of air density into plot_cp_curve

Improve Cp plotting and sensor coordinate queries

Contents (#28)

Enhancements

• Split getting data from plotting Cp plot
• Enable getting all sensor coordinates
• Improve legend labels

Add ability to create cp plots

Contents (#27)

New features

• Add functions for plotting sensor coordinates and Cp curves

Fixes

• Fix typo in method call in RawSignal class and refactor it

Dependencies

• Add jupyter to dev dependencies

Add ability to update and get sensor coordinates

Contents (#26)

Enhancements

• Add update_sensor_coordinates and get_sensor_coordinates methods

Add sensor coordinates method

Contents (#25)

New features

• Add BigQuery.add_sensor_coordinates method

Add ability to download microphone data

Contents (#24)

New features

• Add method for getting microphone metadata
• Add method for downloading microphone data

Refactoring

• Factor out dataset name

Style

• Update isort pre-commit check
• Improve isort config and run pre-commit on all files

Use UTC time for time-range options

Contents (#23)

Timestamps in greta.sensor_data are in UTC, so when querying for "last hour, last minute etc", utcnow() should be used.

Bug fixes

• Use UTC time for time-range semantic options