Predict Smartphone Battery Life

Given the current battery level of a smartphone, predict how long the smartphone can still be used. Implement a linear interpolation algorithm. Feature matching based on characteristics of the smartphone should be considered for making predictions. Please provide complete requirements, test cases, and data scale details. Example Input 50% battery level Expected usage data: [(10, 100), (20, 180), (30, 250)]