mock-features

Mock Features pipeline

A example pipeline ilustrative of loading RADAR-data and generating some simple features from this.

mock-features

Mock Features pipeline

Description

This Mock pipeline downloads the data from the mockdata repository and saves it as a submodule. mockfeatures pipeline uses this mock data to calculate mock features for illustrative purposes.

Data

The data is stored as .csv.gz. format, which the I/O module reads and convert into a Spark DataFrame for further processing.

Features

PhoneBatteryChargingDuration

The duration of the phone battery charging every day by each user

StepCountPerDay

The number of steps per day taken by each user.

Mock Output

The output is 2 csv filesphone_battery_charging_duration.csv and step_count_per_day.csv.