def test_date_select():
df = pd.DataFrame({'date':pd.to_datetime(
[date(2013,m,1) for m in range(1,13)])})
assert np.array_equal(data.date_select(df, 'date', date(2013,4,1), 'all').values, df.values[0:3])
# test it on a pandas timestamp column too
df['date'] = pd.to_datetime(df['date'])
assert np.array_equal(data.date_select(df, 'date', date(2013,4,1), 'all').values, df.values[0:3])
def test_date_select():
df = pd.DataFrame(
{'date': pd.to_datetime([date(2013, m, 1) for m in range(1, 13)])})
assert np.array_equal(
data.date_select(df, 'date', date(2013, 4, 1), 'all').values,
df.values[0:3])
# test it on a pandas timestamp column too
df['date'] = pd.to_datetime(df['date'])
assert np.array_equal(
data.date_select(df, 'date', date(2013, 4, 1), 'all').values,
df.values[0:3])
def get_data(self, date, delta):
df = self.inputs[0].get_result()
df = data.date_select(df, self.date_column, date, delta)
df = data.date_censor(df.copy(), self.censor_columns, date)
return df
