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@@ -12,6 +12,9 @@ from __future__ import unicode_literals
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from collections import defaultdict
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from datetime import timedelta
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+import logging
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+
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+logger = logging.getLogger(__name__)
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from matplotlib import pyplot as plt
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from matplotlib.dates import MonthLocator, num2date
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@@ -27,11 +30,13 @@ from fbprophet.models import prophet_stan_models
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try:
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import pystan
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except ImportError:
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- print('You cannot run prophet without pystan installed')
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+ logger.error('You cannot run prophet without pystan installed')
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raise
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# fb-block 2
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+
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+
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class Prophet(object):
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"""Prophet forecaster.
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@@ -377,8 +382,8 @@ class Prophet(object):
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if self.yearly_seasonality == 'auto':
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if last - first < pd.Timedelta(days=730):
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self.yearly_seasonality = False
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- print('Disabling yearly seasonality. Run prophet with '
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- 'yearly_seasonality=True to override this.')
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+ logger.info('Disabling yearly seasonality. Run prophet with '
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+ 'yearly_seasonality=True to override this.')
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else:
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self.yearly_seasonality = True
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if self.weekly_seasonality == 'auto':
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@@ -387,8 +392,8 @@ class Prophet(object):
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if ((last - first < pd.Timedelta(weeks=2)) or
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(min_dt >= pd.Timedelta(weeks=1))):
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self.weekly_seasonality = False
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- print('Disabling weekly seasonality. Run prophet with '
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- 'weekly_seasonality=True to override this.')
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+ logger.info('Disabling weekly seasonality. Run prophet with '
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+ 'weekly_seasonality=True to override this.')
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else:
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self.weekly_seasonality = True
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