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33 lines
824 B
Python
33 lines
824 B
Python
import pandas as pd
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import numpy as np
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import helpers.constants as cte
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class MonthlyValues:
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def __init__(self):
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self._month_hour = None
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@staticmethod
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def get_mean_values(values):
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out = None
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if values is not None:
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out = pd.DataFrame(values).groupby('month', as_index=False).mean()
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return out
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@staticmethod
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def get_total_month(values):
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out = None
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if values is not None:
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out = pd.DataFrame(values).groupby('month', as_index=False).sum()
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return out
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@property
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def month_hour(self):
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if self._month_hour is None:
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array = []
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for i in range(0, 12):
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total_hours = cte.days_of_month[i] * 24
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array = np.concatenate((array, np.full(total_hours, i + 1)))
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self._month_hour = pd.DataFrame(array, columns=['month'])
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return self._month_hour
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