Dont throw this away

keep.py

sample = [
        {
            'time' : [0,1,2,3],
            'temp' : [0,1,2,3]
            },
        {
            'time' : [4,5,6,7],
            'cond' : [4,5,6,7],
            },
        {
            'time' : [0,1,2,3],
            'temp' : [0,1,2,3]
            },
        {
            'time' : [0,1,2,3],
            'cond' : [0,1,2,3]
            },
        {
            'time' : [5,6,7,8],
            'cond' : [0,1,2,3]
            },
        {
            'time' : [5.5, 6, 7],
            'temp' : [1,2,3]
            }
        ]
            

def complete_set(msgs):
    import numpy as np
    t = list()
    t = np.unique(np.sort(np.concatenate([msg['time'] for msg in msgs])))
    vector_len = t.size
    solution = np.zeros((3,vector_len))
    for msg in msgs:
        if 'temp' in msg:
            for time,temp in zip(msg['time'], msg['temp']):
                index = np.where(t==time)[0]
                solution[0][index] = time
                solution[1][index] = temp
        if 'cond' in msg:
            for time,cond in zip(msg['time'], msg['cond']):
                index = np.where(t==time)[0]
                solution[0][index] = time
                solution[2][index] = cond
    return solution