In src/main/resources you will find two data files consumption_data.json and consumption_data.csv. Both contain and identical set of data. This is;
- Electricity consumption data for 3 sensors
- 1 reading per hour on the hour for a single day
- Date and time information in ISO 8601 format
- Electricity consumption in Wh
We would like you to;
- Branch with your name or something that helps us identify your solution
- Load a data file (doesn't matter which)
- Extract the consumption data for sensor ID
b08c6195-8cd9-43ab-b94d-e0b887dd73d2 - Calculate the sensor's total daily consumption in kWh (
10.713 kWh) - Calculate the sensor's average hourly consumption from 00:00 to 07:00 inclusive (
0.322875 kWh) - Calculate the sensor's average hourly consumption from 08:00 to 15:00 inclusive (
0.44925 kWh) - Calculate the sensor's average hourly consumption from 16:00 to 23:00 inclusive (
0.567 kWh)
Through this exercise we're looking for the following;
- Scala with clean code and an adherence to functional paradigms
- Test Driven Development. This doesn't have to be dogmatic but we do want you to bake in quality
- The same excellent development practices you use in your day job
- Great communication (Dave is a junior Scala engineer pairing with you)
- Feel free to use the Internet (Google, Travis or libraries / frameworks etc...) Whatever makes your life easier!