From bf599831b5f18be13bf581868841f6c17444e6bc Mon Sep 17 00:00:00 2001 From: Gilberto Olimpio Date: Mon, 12 Feb 2018 00:02:57 -0200 Subject: [PATCH 01/19] =?UTF-8?q?documenta=C3=A7=C3=A3o?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- doc/andrews_curve_winter.png | Bin 0 -> 89733 bytes doc/andrews_curves.png | Bin 0 -> 100813 bytes doc/area_plot_stacked.png | Bin 0 -> 39014 bytes doc/area_plot_unstacked.png | Bin 0 -> 59220 bytes doc/autocorrelation_plot.png | Bin 0 -> 39206 bytes doc/bar_plot_ex.png | Bin 0 -> 5240 bytes doc/bar_plot_multi_ex.png | Bin 0 -> 9784 bytes doc/bar_plot_stacked_ex.png | Bin 0 -> 8901 bytes doc/barh_plot_stacked_ex.png | Bin 0 -> 8782 bytes doc/basics_assign.png | Bin 0 -> 16041 bytes doc/bollinger.png | Bin 0 -> 41066 bytes doc/bootstrap_plot.png | Bin 0 -> 31634 bytes doc/box_new_colorize.png | Bin 0 -> 9155 bytes doc/box_new_kwargs.png | Bin 0 -> 8788 bytes doc/box_plot_ex.png | Bin 0 -> 10795 bytes 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mode 100644 index dabdb1e8e689c..0000000000000 --- a/pandas/tests/test_window.py +++ /dev/null @@ -1,3755 +0,0 @@ -from itertools import product -import pytest -import warnings -from warnings import catch_warnings - -from datetime import datetime, timedelta -from numpy.random import randn -import numpy as np - -import pandas as pd -from pandas import (Series, DataFrame, bdate_range, - isna, notna, concat, Timestamp, Index) -import pandas.core.window as rwindow -import pandas.tseries.offsets as offsets -from pandas.core.base import SpecificationError -from pandas.errors import UnsupportedFunctionCall -from pandas.core.sorting import safe_sort -import pandas.util.testing as tm -import pandas.util._test_decorators as td -from pandas.compat import range, zip - -N, K = 100, 10 - - -def assert_equal(left, right): - if isinstance(left, Series): - tm.assert_series_equal(left, right) - else: - tm.assert_frame_equal(left, right) - - -class Base(object): - - _nan_locs = np.arange(20, 40) - _inf_locs = np.array([]) - - def _create_data(self): - arr = randn(N) - arr[self._nan_locs] = np.NaN - - self.arr = arr - self.rng = bdate_range(datetime(2009, 1, 1), periods=N) - self.series = Series(arr.copy(), index=self.rng) - self.frame = DataFrame(randn(N, K), index=self.rng, - columns=np.arange(K)) - - -class TestApi(Base): - - def setup_method(self, method): - self._create_data() - - def test_getitem(self): - - r = self.frame.rolling(window=5) - tm.assert_index_equal(r._selected_obj.columns, self.frame.columns) - - r = self.frame.rolling(window=5)[1] - assert r._selected_obj.name == self.frame.columns[1] - - # technically this is allowed - r = self.frame.rolling(window=5)[1, 3] - tm.assert_index_equal(r._selected_obj.columns, - self.frame.columns[[1, 3]]) - - r = self.frame.rolling(window=5)[[1, 3]] - tm.assert_index_equal(r._selected_obj.columns, - self.frame.columns[[1, 3]]) - - def test_select_bad_cols(self): - df = DataFrame([[1, 2]], columns=['A', 'B']) - g = df.rolling(window=5) - pytest.raises(KeyError, g.__getitem__, ['C']) # g[['C']] - - pytest.raises(KeyError, g.__getitem__, ['A', 'C']) # g[['A', 'C']] - with tm.assert_raises_regex(KeyError, '^[^A]+$'): - # A should not be referenced as a bad column... - # will have to rethink regex if you change message! - g[['A', 'C']] - - def test_attribute_access(self): - - df = DataFrame([[1, 2]], columns=['A', 'B']) - r = df.rolling(window=5) - tm.assert_series_equal(r.A.sum(), r['A'].sum()) - pytest.raises(AttributeError, lambda: r.F) - - def tests_skip_nuisance(self): - - df = DataFrame({'A': range(5), 'B': range(5, 10), 'C': 'foo'}) - - r = df.rolling(window=3) - result = r[['A', 'B']].sum() - expected = DataFrame({'A': [np.nan, np.nan, 3, 6, 9], - 'B': [np.nan, np.nan, 18, 21, 24]}, - columns=list('AB')) - tm.assert_frame_equal(result, expected) - - expected = concat([r[['A', 'B']].sum(), df[['C']]], axis=1) - result = r.sum() - tm.assert_frame_equal(result, expected, check_like=True) - - def test_agg(self): - df = DataFrame({'A': range(5), 'B': range(0, 10, 2)}) - - r = df.rolling(window=3) - a_mean = r['A'].mean() - a_std = r['A'].std() - a_sum = r['A'].sum() - b_mean = r['B'].mean() - b_std = r['B'].std() - b_sum = r['B'].sum() - - result = r.aggregate([np.mean, np.std]) - expected = concat([a_mean, a_std, b_mean, b_std], axis=1) - expected.columns = pd.MultiIndex.from_product([['A', 'B'], ['mean', - 'std']]) - tm.assert_frame_equal(result, expected) - - result = r.aggregate({'A': np.mean, 'B': np.std}) - - expected = concat([a_mean, b_std], axis=1) - tm.assert_frame_equal(result, expected, check_like=True) - - result = r.aggregate({'A': ['mean', 'std']}) - expected = concat([a_mean, a_std], axis=1) - expected.columns = pd.MultiIndex.from_tuples([('A', 'mean'), ('A', - 'std')]) - tm.assert_frame_equal(result, expected) - - result = r['A'].aggregate(['mean', 'sum']) - expected = concat([a_mean, a_sum], axis=1) - expected.columns = ['mean', 'sum'] - tm.assert_frame_equal(result, expected) - - with catch_warnings(record=True): - result = r.aggregate({'A': {'mean': 'mean', 'sum': 'sum'}}) - expected = concat([a_mean, a_sum], axis=1) - expected.columns = pd.MultiIndex.from_tuples([('A', 'mean'), - ('A', 'sum')]) - tm.assert_frame_equal(result, expected, check_like=True) - - with catch_warnings(record=True): - result = r.aggregate({'A': {'mean': 'mean', - 'sum': 'sum'}, - 'B': {'mean2': 'mean', - 'sum2': 'sum'}}) - expected = concat([a_mean, a_sum, b_mean, b_sum], axis=1) - exp_cols = [('A', 'mean'), ('A', 'sum'), ('B', 'mean2'), ('B', 'sum2')] - expected.columns = pd.MultiIndex.from_tuples(exp_cols) - tm.assert_frame_equal(result, expected, check_like=True) - - result = r.aggregate({'A': ['mean', 'std'], 'B': ['mean', 'std']}) - expected = concat([a_mean, a_std, b_mean, b_std], axis=1) - - exp_cols = [('A', 'mean'), ('A', 'std'), ('B', 'mean'), ('B', 'std')] - expected.columns = pd.MultiIndex.from_tuples(exp_cols) - tm.assert_frame_equal(result, expected, check_like=True) - - # passed lambda - result = r.agg({'A': np.sum, 'B': lambda x: np.std(x, ddof=1)}) - rcustom = r['B'].apply(lambda x: np.std(x, ddof=1)) - expected = concat([a_sum, rcustom], axis=1) - tm.assert_frame_equal(result, expected, check_like=True) - - def test_agg_consistency(self): - - df = DataFrame({'A': range(5), 'B': range(0, 10, 2)}) - r = df.rolling(window=3) - - result = r.agg([np.sum, np.mean]).columns - expected = pd.MultiIndex.from_product([list('AB'), ['sum', 'mean']]) - tm.assert_index_equal(result, expected) - - result = r['A'].agg([np.sum, np.mean]).columns - expected = Index(['sum', 'mean']) - tm.assert_index_equal(result, expected) - - result = r.agg({'A': [np.sum, np.mean]}).columns - expected = pd.MultiIndex.from_tuples([('A', 'sum'), ('A', 'mean')]) - tm.assert_index_equal(result, expected) - - def test_agg_nested_dicts(self): - - # API change for disallowing these types of nested dicts - df = DataFrame({'A': range(5), 'B': range(0, 10, 2)}) - r = df.rolling(window=3) - - def f(): - r.aggregate({'r1': {'A': ['mean', 'sum']}, - 'r2': {'B': ['mean', 'sum']}}) - - pytest.raises(SpecificationError, f) - - expected = concat([r['A'].mean(), r['A'].std(), - r['B'].mean(), r['B'].std()], axis=1) - expected.columns = pd.MultiIndex.from_tuples([('ra', 'mean'), ( - 'ra', 'std'), ('rb', 'mean'), ('rb', 'std')]) - with catch_warnings(record=True): - result = r[['A', 'B']].agg({'A': {'ra': ['mean', 'std']}, - 'B': {'rb': ['mean', 'std']}}) - tm.assert_frame_equal(result, expected, check_like=True) - - with catch_warnings(record=True): - result = r.agg({'A': {'ra': ['mean', 'std']}, - 'B': {'rb': ['mean', 'std']}}) - expected.columns = pd.MultiIndex.from_tuples([('A', 'ra', 'mean'), ( - 'A', 'ra', 'std'), ('B', 'rb', 'mean'), ('B', 'rb', 'std')]) - tm.assert_frame_equal(result, expected, check_like=True) - - def test_count_nonnumeric_types(self): - # GH12541 - cols = ['int', 'float', 'string', 'datetime', 'timedelta', 'periods', - 'fl_inf', 'fl_nan', 'str_nan', 'dt_nat', 'periods_nat'] - - df = DataFrame( - {'int': [1, 2, 3], - 'float': [4., 5., 6.], - 'string': list('abc'), - 'datetime': pd.date_range('20170101', periods=3), - 'timedelta': pd.timedelta_range('1 s', periods=3, freq='s'), - 'periods': [pd.Period('2012-01'), pd.Period('2012-02'), - pd.Period('2012-03')], - 'fl_inf': [1., 2., np.Inf], - 'fl_nan': [1., 2., np.NaN], - 'str_nan': ['aa', 'bb', np.NaN], - 'dt_nat': [Timestamp('20170101'), Timestamp('20170203'), - Timestamp(None)], - 'periods_nat': [pd.Period('2012-01'), pd.Period('2012-02'), - pd.Period(None)]}, - columns=cols) - - expected = DataFrame( - {'int': [1., 2., 2.], - 'float': [1., 2., 2.], - 'string': [1., 2., 2.], - 'datetime': [1., 2., 2.], - 'timedelta': [1., 2., 2.], - 'periods': [1., 2., 2.], - 'fl_inf': [1., 2., 2.], - 'fl_nan': [1., 2., 1.], - 'str_nan': [1., 2., 1.], - 'dt_nat': [1., 2., 1.], - 'periods_nat': [1., 2., 1.]}, - columns=cols) - - result = df.rolling(window=2).count() - tm.assert_frame_equal(result, expected) - - result = df.rolling(1).count() - expected = df.notna().astype(float) - tm.assert_frame_equal(result, expected) - - @td.skip_if_no_scipy - def test_window_with_args(self): - # make sure that we are aggregating window functions correctly with arg - r = Series(np.random.randn(100)).rolling(window=10, min_periods=1, - win_type='gaussian') - expected = concat([r.mean(std=10), r.mean(std=.01)], axis=1) - expected.columns = ['', ''] - result = r.aggregate([lambda x: x.mean(std=10), - lambda x: x.mean(std=.01)]) - tm.assert_frame_equal(result, expected) - - def a(x): - return x.mean(std=10) - - def b(x): - return x.mean(std=0.01) - - expected = concat([r.mean(std=10), r.mean(std=.01)], axis=1) - expected.columns = ['a', 'b'] - result = r.aggregate([a, b]) - tm.assert_frame_equal(result, expected) - - def test_preserve_metadata(self): - # GH 10565 - s = Series(np.arange(100), name='foo') - - s2 = s.rolling(30).sum() - s3 = s.rolling(20).sum() - assert s2.name == 'foo' - assert s3.name == 'foo' - - -class TestWindow(Base): - - def setup_method(self, method): - self._create_data() - - @td.skip_if_no_scipy - def test_constructor(self): - # GH 12669 - - for o in [self.series, self.frame]: - c = o.rolling - - # valid - c(win_type='boxcar', window=2, min_periods=1) - c(win_type='boxcar', window=2, min_periods=1, center=True) - c(win_type='boxcar', window=2, min_periods=1, center=False) - - for wt in ['boxcar', 'triang', 'blackman', 'hamming', 'bartlett', - 'bohman', 'blackmanharris', 'nuttall', 'barthann']: - c(win_type=wt, window=2) - - # not valid - for w in [2., 'foo', np.array([2])]: - with pytest.raises(ValueError): - c(win_type='boxcar', window=2, min_periods=w) - with pytest.raises(ValueError): - c(win_type='boxcar', window=2, min_periods=1, center=w) - - for wt in ['foobar', 1]: - with pytest.raises(ValueError): - c(win_type=wt, window=2) - - def test_numpy_compat(self): - # see gh-12811 - w = rwindow.Window(Series([2, 4, 6]), window=[0, 2]) - - msg = "numpy operations are not valid with window objects" - - for func in ('sum', 'mean'): - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(w, func), 1, 2, 3) - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(w, func), dtype=np.float64) - - -class TestRolling(Base): - - def setup_method(self, method): - self._create_data() - - def test_doc_string(self): - - df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) - df - df.rolling(2).sum() - df.rolling(2, min_periods=1).sum() - - def test_constructor(self): - # GH 12669 - - for o in [self.series, self.frame]: - c = o.rolling - - # valid - c(window=2) - c(window=2, min_periods=1) - c(window=2, min_periods=1, center=True) - c(window=2, min_periods=1, center=False) - - # GH 13383 - c(0) - with pytest.raises(ValueError): - c(-1) - - # not valid - for w in [2., 'foo', np.array([2])]: - with pytest.raises(ValueError): - c(window=w) - with pytest.raises(ValueError): - c(window=2, min_periods=w) - with pytest.raises(ValueError): - c(window=2, min_periods=1, center=w) - - @td.skip_if_no_scipy - def test_constructor_with_win_type(self): - # GH 13383 - for o in [self.series, self.frame]: - c = o.rolling - c(0, win_type='boxcar') - with pytest.raises(ValueError): - c(-1, win_type='boxcar') - - def test_constructor_with_timedelta_window(self): - # GH 15440 - n = 10 - df = DataFrame({'value': np.arange(n)}, - index=pd.date_range('2015-12-24', periods=n, freq="D")) - expected_data = np.append([0., 1.], np.arange(3., 27., 3)) - for window in [timedelta(days=3), pd.Timedelta(days=3)]: - result = df.rolling(window=window).sum() - expected = DataFrame({'value': expected_data}, - index=pd.date_range('2015-12-24', periods=n, - freq="D")) - tm.assert_frame_equal(result, expected) - expected = df.rolling('3D').sum() - tm.assert_frame_equal(result, expected) - - @pytest.mark.parametrize( - 'window', [timedelta(days=3), pd.Timedelta(days=3), '3D']) - def test_constructor_with_timedelta_window_and_minperiods(self, window): - # GH 15305 - n = 10 - df = DataFrame({'value': np.arange(n)}, - index=pd.date_range('2017-08-08', periods=n, freq="D")) - expected = DataFrame( - {'value': np.append([np.NaN, 1.], np.arange(3., 27., 3))}, - index=pd.date_range('2017-08-08', periods=n, freq="D")) - result_roll_sum = df.rolling(window=window, min_periods=2).sum() - result_roll_generic = df.rolling(window=window, - min_periods=2).apply(sum) - tm.assert_frame_equal(result_roll_sum, expected) - tm.assert_frame_equal(result_roll_generic, expected) - - def test_numpy_compat(self): - # see gh-12811 - r = rwindow.Rolling(Series([2, 4, 6]), window=2) - - msg = "numpy operations are not valid with window objects" - - for func in ('std', 'mean', 'sum', 'max', 'min', 'var'): - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(r, func), 1, 2, 3) - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(r, func), dtype=np.float64) - - def test_closed(self): - df = DataFrame({'A': [0, 1, 2, 3, 4]}) - # closed only allowed for datetimelike - with pytest.raises(ValueError): - df.rolling(window=3, closed='neither') - - @pytest.mark.parametrize('roller', ['1s', 1]) - def tests_empty_df_rolling(self, roller): - # GH 15819 Verifies that datetime and integer rolling windows can be - # applied to empty DataFrames - expected = DataFrame() - result = DataFrame().rolling(roller).sum() - tm.assert_frame_equal(result, expected) - - # Verifies that datetime and integer rolling windows can be applied to - # empty DataFrames with datetime index - expected = DataFrame(index=pd.DatetimeIndex([])) - result = DataFrame(index=pd.DatetimeIndex([])).rolling(roller).sum() - tm.assert_frame_equal(result, expected) - - def test_missing_minp_zero(self): - # https://github.com/pandas-dev/pandas/pull/18921 - # minp=0 - x = pd.Series([np.nan]) - result = x.rolling(1, min_periods=0).sum() - expected = pd.Series([0.0]) - tm.assert_series_equal(result, expected) - - # minp=1 - result = x.rolling(1, min_periods=1).sum() - expected = pd.Series([np.nan]) - tm.assert_series_equal(result, expected) - - def test_missing_minp_zero_variable(self): - # https://github.com/pandas-dev/pandas/pull/18921 - x = pd.Series([np.nan] * 4, - index=pd.DatetimeIndex(['2017-01-01', '2017-01-04', - '2017-01-06', '2017-01-07'])) - result = x.rolling(pd.Timedelta("2d"), min_periods=0).sum() - expected = pd.Series(0.0, index=x.index) - tm.assert_series_equal(result, expected) - - def test_multi_index_names(self): - - # GH 16789, 16825 - cols = pd.MultiIndex.from_product([['A', 'B'], ['C', 'D', 'E']], - names=['1', '2']) - df = DataFrame(np.ones((10, 6)), columns=cols) - result = df.rolling(3).cov() - - tm.assert_index_equal(result.columns, df.columns) - assert result.index.names == [None, '1', '2'] - - -class TestExpanding(Base): - - def setup_method(self, method): - self._create_data() - - def test_doc_string(self): - - df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) - df - df.expanding(2).sum() - - def test_constructor(self): - # GH 12669 - - for o in [self.series, self.frame]: - c = o.expanding - - # valid - c(min_periods=1) - c(min_periods=1, center=True) - c(min_periods=1, center=False) - - # not valid - for w in [2., 'foo', np.array([2])]: - with pytest.raises(ValueError): - c(min_periods=w) - with pytest.raises(ValueError): - c(min_periods=1, center=w) - - def test_numpy_compat(self): - # see gh-12811 - e = rwindow.Expanding(Series([2, 4, 6]), window=2) - - msg = "numpy operations are not valid with window objects" - - for func in ('std', 'mean', 'sum', 'max', 'min', 'var'): - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(e, func), 1, 2, 3) - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(e, func), dtype=np.float64) - - @pytest.mark.parametrize( - 'expander', - [1, pytest.param('ls', marks=pytest.mark.xfail( - reason='GH 16425 expanding with ' - 'offset not supported'))]) - def test_empty_df_expanding(self, expander): - # GH 15819 Verifies that datetime and integer expanding windows can be - # applied to empty DataFrames - - expected = DataFrame() - result = DataFrame().expanding(expander).sum() - tm.assert_frame_equal(result, expected) - - # Verifies that datetime and integer expanding windows can be applied - # to empty DataFrames with datetime index - expected = DataFrame(index=pd.DatetimeIndex([])) - result = DataFrame( - index=pd.DatetimeIndex([])).expanding(expander).sum() - tm.assert_frame_equal(result, expected) - - def test_missing_minp_zero(self): - # https://github.com/pandas-dev/pandas/pull/18921 - # minp=0 - x = pd.Series([np.nan]) - result = x.expanding(min_periods=0).sum() - expected = pd.Series([0.0]) - tm.assert_series_equal(result, expected) - - # minp=1 - result = x.expanding(min_periods=1).sum() - expected = pd.Series([np.nan]) - tm.assert_series_equal(result, expected) - - -class TestEWM(Base): - - def setup_method(self, method): - self._create_data() - - def test_doc_string(self): - - df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) - df - df.ewm(com=0.5).mean() - - def test_constructor(self): - for o in [self.series, self.frame]: - c = o.ewm - - # valid - c(com=0.5) - c(span=1.5) - c(alpha=0.5) - c(halflife=0.75) - c(com=0.5, span=None) - c(alpha=0.5, com=None) - c(halflife=0.75, alpha=None) - - # not valid: mutually exclusive - with pytest.raises(ValueError): - c(com=0.5, alpha=0.5) - with pytest.raises(ValueError): - c(span=1.5, halflife=0.75) - with pytest.raises(ValueError): - c(alpha=0.5, span=1.5) - - # not valid: com < 0 - with pytest.raises(ValueError): - c(com=-0.5) - - # not valid: span < 1 - with pytest.raises(ValueError): - c(span=0.5) - - # not valid: halflife <= 0 - with pytest.raises(ValueError): - c(halflife=0) - - # not valid: alpha <= 0 or alpha > 1 - for alpha in (-0.5, 1.5): - with pytest.raises(ValueError): - c(alpha=alpha) - - def test_numpy_compat(self): - # see gh-12811 - e = rwindow.EWM(Series([2, 4, 6]), alpha=0.5) - - msg = "numpy operations are not valid with window objects" - - for func in ('std', 'mean', 'var'): - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(e, func), 1, 2, 3) - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(e, func), dtype=np.float64) - - -# gh-12373 : rolling functions error on float32 data -# make sure rolling functions works for different dtypes -# -# NOTE that these are yielded tests and so _create_data -# is explicitly called. -# -# further note that we are only checking rolling for fully dtype -# compliance (though both expanding and ewm inherit) -class Dtype(object): - window = 2 - - funcs = { - 'count': lambda v: v.count(), - 'max': lambda v: v.max(), - 'min': lambda v: v.min(), - 'sum': lambda v: v.sum(), - 'mean': lambda v: v.mean(), - 'std': lambda v: v.std(), - 'var': lambda v: v.var(), - 'median': lambda v: v.median() - } - - def get_expects(self): - expects = { - 'sr1': { - 'count': Series([1, 2, 2, 2, 2], dtype='float64'), - 'max': Series([np.nan, 1, 2, 3, 4], dtype='float64'), - 'min': Series([np.nan, 0, 1, 2, 3], dtype='float64'), - 'sum': Series([np.nan, 1, 3, 5, 7], dtype='float64'), - 'mean': Series([np.nan, .5, 1.5, 2.5, 3.5], dtype='float64'), - 'std': Series([np.nan] + [np.sqrt(.5)] * 4, dtype='float64'), - 'var': Series([np.nan, .5, .5, .5, .5], dtype='float64'), - 'median': Series([np.nan, .5, 1.5, 2.5, 3.5], dtype='float64') - }, - 'sr2': { - 'count': Series([1, 2, 2, 2, 2], dtype='float64'), - 'max': Series([np.nan, 10, 8, 6, 4], dtype='float64'), - 'min': Series([np.nan, 8, 6, 4, 2], dtype='float64'), - 'sum': Series([np.nan, 18, 14, 10, 6], dtype='float64'), - 'mean': Series([np.nan, 9, 7, 5, 3], dtype='float64'), - 'std': Series([np.nan] + [np.sqrt(2)] * 4, dtype='float64'), - 'var': Series([np.nan, 2, 2, 2, 2], dtype='float64'), - 'median': Series([np.nan, 9, 7, 5, 3], dtype='float64') - }, - 'df': { - 'count': DataFrame({0: Series([1, 2, 2, 2, 2]), - 1: Series([1, 2, 2, 2, 2])}, - dtype='float64'), - 'max': DataFrame({0: Series([np.nan, 2, 4, 6, 8]), - 1: Series([np.nan, 3, 5, 7, 9])}, - dtype='float64'), - 'min': DataFrame({0: Series([np.nan, 0, 2, 4, 6]), - 1: Series([np.nan, 1, 3, 5, 7])}, - dtype='float64'), - 'sum': DataFrame({0: Series([np.nan, 2, 6, 10, 14]), - 1: Series([np.nan, 4, 8, 12, 16])}, - dtype='float64'), - 'mean': DataFrame({0: Series([np.nan, 1, 3, 5, 7]), - 1: Series([np.nan, 2, 4, 6, 8])}, - dtype='float64'), - 'std': DataFrame({0: Series([np.nan] + [np.sqrt(2)] * 4), - 1: Series([np.nan] + [np.sqrt(2)] * 4)}, - dtype='float64'), - 'var': DataFrame({0: Series([np.nan, 2, 2, 2, 2]), - 1: Series([np.nan, 2, 2, 2, 2])}, - dtype='float64'), - 'median': DataFrame({0: Series([np.nan, 1, 3, 5, 7]), - 1: Series([np.nan, 2, 4, 6, 8])}, - dtype='float64'), - } - } - return expects - - def _create_dtype_data(self, dtype): - sr1 = Series(np.arange(5), dtype=dtype) - sr2 = Series(np.arange(10, 0, -2), dtype=dtype) - df = DataFrame(np.arange(10).reshape((5, 2)), dtype=dtype) - - data = { - 'sr1': sr1, - 'sr2': sr2, - 'df': df - } - - return data - - def _create_data(self): - self.data = self._create_dtype_data(self.dtype) - self.expects = self.get_expects() - - def test_dtypes(self): - self._create_data() - for f_name, d_name in product(self.funcs.keys(), self.data.keys()): - - f = self.funcs[f_name] - d = self.data[d_name] - exp = self.expects[d_name][f_name] - self.check_dtypes(f, f_name, d, d_name, exp) - - def check_dtypes(self, f, f_name, d, d_name, exp): - roll = d.rolling(window=self.window) - result = f(roll) - tm.assert_almost_equal(result, exp) - - -class TestDtype_object(Dtype): - dtype = object - - -class Dtype_integer(Dtype): - pass - - -class TestDtype_int8(Dtype_integer): - dtype = np.int8 - - -class TestDtype_int16(Dtype_integer): - dtype = np.int16 - - -class TestDtype_int32(Dtype_integer): - dtype = np.int32 - - -class TestDtype_int64(Dtype_integer): - dtype = np.int64 - - -class Dtype_uinteger(Dtype): - pass - - -class TestDtype_uint8(Dtype_uinteger): - dtype = np.uint8 - - -class TestDtype_uint16(Dtype_uinteger): - dtype = np.uint16 - - -class TestDtype_uint32(Dtype_uinteger): - dtype = np.uint32 - - -class TestDtype_uint64(Dtype_uinteger): - dtype = np.uint64 - - -class Dtype_float(Dtype): - pass - - -class TestDtype_float16(Dtype_float): - dtype = np.float16 - - -class TestDtype_float32(Dtype_float): - dtype = np.float32 - - -class TestDtype_float64(Dtype_float): - dtype = np.float64 - - -class TestDtype_category(Dtype): - dtype = 'category' - include_df = False - - def _create_dtype_data(self, dtype): - sr1 = Series(range(5), dtype=dtype) - sr2 = Series(range(10, 0, -2), dtype=dtype) - - data = { - 'sr1': sr1, - 'sr2': sr2 - } - - return data - - -class DatetimeLike(Dtype): - - def check_dtypes(self, f, f_name, d, d_name, exp): - - roll = d.rolling(window=self.window) - - if f_name == 'count': - result = f(roll) - tm.assert_almost_equal(result, exp) - - else: - - # other methods not Implemented ATM - with pytest.raises(NotImplementedError): - f(roll) - - -class TestDtype_timedelta(DatetimeLike): - dtype = np.dtype('m8[ns]') - - -class TestDtype_datetime(DatetimeLike): - dtype = np.dtype('M8[ns]') - - -class TestDtype_datetime64UTC(DatetimeLike): - dtype = 'datetime64[ns, UTC]' - - def _create_data(self): - pytest.skip("direct creation of extension dtype " - "datetime64[ns, UTC] is not supported ATM") - - -class TestMoments(Base): - - def setup_method(self, method): - self._create_data() - - def test_centered_axis_validation(self): - - # ok - Series(np.ones(10)).rolling(window=3, center=True, axis=0).mean() - - # bad axis - with pytest.raises(ValueError): - Series(np.ones(10)).rolling(window=3, center=True, axis=1).mean() - - # ok ok - DataFrame(np.ones((10, 10))).rolling(window=3, center=True, - axis=0).mean() - DataFrame(np.ones((10, 10))).rolling(window=3, center=True, - axis=1).mean() - - # bad axis - with pytest.raises(ValueError): - (DataFrame(np.ones((10, 10))) - .rolling(window=3, center=True, axis=2).mean()) - - def test_rolling_sum(self): - self._check_moment_func(np.nansum, name='sum', - zero_min_periods_equal=False) - - def test_rolling_count(self): - counter = lambda x: np.isfinite(x).astype(float).sum() - self._check_moment_func(counter, name='count', has_min_periods=False, - fill_value=0) - - def test_rolling_mean(self): - self._check_moment_func(np.mean, name='mean') - - @td.skip_if_no_scipy - def test_cmov_mean(self): - # GH 8238 - vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, - 10.63, 14.48]) - result = Series(vals).rolling(5, center=True).mean() - expected = Series([np.nan, np.nan, 9.962, 11.27, 11.564, 12.516, - 12.818, 12.952, np.nan, np.nan]) - tm.assert_series_equal(expected, result) - - @td.skip_if_no_scipy - def test_cmov_window(self): - # GH 8238 - vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, - 10.63, 14.48]) - result = Series(vals).rolling(5, win_type='boxcar', center=True).mean() - expected = Series([np.nan, np.nan, 9.962, 11.27, 11.564, 12.516, - 12.818, 12.952, np.nan, np.nan]) - tm.assert_series_equal(expected, result) - - @td.skip_if_no_scipy - def test_cmov_window_corner(self): - # GH 8238 - # all nan - vals = pd.Series([np.nan] * 10) - result = vals.rolling(5, center=True, win_type='boxcar').mean() - assert np.isnan(result).all() - - # empty - vals = pd.Series([]) - result = vals.rolling(5, center=True, win_type='boxcar').mean() - assert len(result) == 0 - - # shorter than window - vals = pd.Series(np.random.randn(5)) - result = vals.rolling(10, win_type='boxcar').mean() - assert np.isnan(result).all() - assert len(result) == 5 - - @td.skip_if_no_scipy - def test_cmov_window_frame(self): - # Gh 8238 - vals = np.array([[12.18, 3.64], [10.18, 9.16], [13.24, 14.61], - [4.51, 8.11], [6.15, 11.44], [9.14, 6.21], - [11.31, 10.67], [2.94, 6.51], [9.42, 8.39], [12.44, - 7.34]]) - - xp = np.array([[np.nan, np.nan], [np.nan, np.nan], [9.252, 9.392], - [8.644, 9.906], [8.87, 10.208], [6.81, 8.588], - [7.792, 8.644], [9.05, 7.824], [np.nan, np.nan - ], [np.nan, np.nan]]) - - # DataFrame - rs = DataFrame(vals).rolling(5, win_type='boxcar', center=True).mean() - tm.assert_frame_equal(DataFrame(xp), rs) - - # invalid method - with pytest.raises(AttributeError): - (DataFrame(vals).rolling(5, win_type='boxcar', center=True) - .std()) - - # sum - xp = np.array([[np.nan, np.nan], [np.nan, np.nan], [46.26, 46.96], - [43.22, 49.53], [44.35, 51.04], [34.05, 42.94], - [38.96, 43.22], [45.25, 39.12], [np.nan, np.nan - ], [np.nan, np.nan]]) - - rs = DataFrame(vals).rolling(5, win_type='boxcar', center=True).sum() - tm.assert_frame_equal(DataFrame(xp), rs) - - @td.skip_if_no_scipy - def test_cmov_window_na_min_periods(self): - # min_periods - vals = Series(np.random.randn(10)) - vals[4] = np.nan - vals[8] = np.nan - - xp = vals.rolling(5, min_periods=4, center=True).mean() - rs = vals.rolling(5, win_type='boxcar', min_periods=4, - center=True).mean() - tm.assert_series_equal(xp, rs) - - @td.skip_if_no_scipy - def test_cmov_window_regular(self): - # GH 8238 - win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', - 'blackmanharris', 'nuttall', 'barthann'] - - vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, - 10.63, 14.48]) - xps = { - 'hamming': [np.nan, np.nan, 8.71384, 9.56348, 12.38009, 14.03687, - 13.8567, 11.81473, np.nan, np.nan], - 'triang': [np.nan, np.nan, 9.28667, 10.34667, 12.00556, 13.33889, - 13.38, 12.33667, np.nan, np.nan], - 'barthann': [np.nan, np.nan, 8.4425, 9.1925, 12.5575, 14.3675, - 14.0825, 11.5675, np.nan, np.nan], - 'bohman': [np.nan, np.nan, 7.61599, 9.1764, 12.83559, 14.17267, - 14.65923, 11.10401, np.nan, np.nan], - 'blackmanharris': [np.nan, np.nan, 6.97691, 9.16438, 13.05052, - 14.02156, 15.10512, 10.74574, np.nan, np.nan], - 'nuttall': [np.nan, np.nan, 7.04618, 9.16786, 13.02671, 14.03559, - 15.05657, 10.78514, np.nan, np.nan], - 'blackman': [np.nan, np.nan, 7.73345, 9.17869, 12.79607, 14.20036, - 14.57726, 11.16988, np.nan, np.nan], - 'bartlett': [np.nan, np.nan, 8.4425, 9.1925, 12.5575, 14.3675, - 14.0825, 11.5675, np.nan, np.nan] - } - - for wt in win_types: - xp = Series(xps[wt]) - rs = Series(vals).rolling(5, win_type=wt, center=True).mean() - tm.assert_series_equal(xp, rs) - - @td.skip_if_no_scipy - def test_cmov_window_regular_linear_range(self): - # GH 8238 - win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', - 'blackmanharris', 'nuttall', 'barthann'] - - vals = np.array(range(10), dtype=np.float) - xp = vals.copy() - xp[:2] = np.nan - xp[-2:] = np.nan - xp = Series(xp) - - for wt in win_types: - rs = Series(vals).rolling(5, win_type=wt, center=True).mean() - tm.assert_series_equal(xp, rs) - - @td.skip_if_no_scipy - def test_cmov_window_regular_missing_data(self): - # GH 8238 - win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', - 'blackmanharris', 'nuttall', 'barthann'] - - vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, np.nan, - 10.63, 14.48]) - xps = { - 'bartlett': [np.nan, np.nan, 9.70333, 10.5225, 8.4425, 9.1925, - 12.5575, 14.3675, 15.61667, 13.655], - 'blackman': [np.nan, np.nan, 9.04582, 11.41536, 7.73345, 9.17869, - 12.79607, 14.20036, 15.8706, 13.655], - 'barthann': [np.nan, np.nan, 9.70333, 10.5225, 8.4425, 9.1925, - 12.5575, 14.3675, 15.61667, 13.655], - 'bohman': [np.nan, np.nan, 8.9444, 11.56327, 7.61599, 9.1764, - 12.83559, 14.17267, 15.90976, 13.655], - 'hamming': [np.nan, np.nan, 9.59321, 10.29694, 8.71384, 9.56348, - 12.38009, 14.20565, 15.24694, 13.69758], - 'nuttall': [np.nan, np.nan, 8.47693, 12.2821, 7.04618, 9.16786, - 13.02671, 14.03673, 16.08759, 13.65553], - 'triang': [np.nan, np.nan, 9.33167, 9.76125, 9.28667, 10.34667, - 12.00556, 13.82125, 14.49429, 13.765], - 'blackmanharris': [np.nan, np.nan, 8.42526, 12.36824, 6.97691, - 9.16438, 13.05052, 14.02175, 16.1098, 13.65509] - } - - for wt in win_types: - xp = Series(xps[wt]) - rs = Series(vals).rolling(5, win_type=wt, min_periods=3).mean() - tm.assert_series_equal(xp, rs) - - @td.skip_if_no_scipy - def test_cmov_window_special(self): - # GH 8238 - win_types = ['kaiser', 'gaussian', 'general_gaussian', 'slepian'] - kwds = [{'beta': 1.}, {'std': 1.}, {'power': 2., - 'width': 2.}, {'width': 0.5}] - - vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, - 10.63, 14.48]) - - xps = { - 'gaussian': [np.nan, np.nan, 8.97297, 9.76077, 12.24763, 13.89053, - 13.65671, 12.01002, np.nan, np.nan], - 'general_gaussian': [np.nan, np.nan, 9.85011, 10.71589, 11.73161, - 13.08516, 12.95111, 12.74577, np.nan, np.nan], - 'slepian': [np.nan, np.nan, 9.81073, 10.89359, 11.70284, 12.88331, - 12.96079, 12.77008, np.nan, np.nan], - 'kaiser': [np.nan, np.nan, 9.86851, 11.02969, 11.65161, 12.75129, - 12.90702, 12.83757, np.nan, np.nan] - } - - for wt, k in zip(win_types, kwds): - xp = Series(xps[wt]) - rs = Series(vals).rolling(5, win_type=wt, center=True).mean(**k) - tm.assert_series_equal(xp, rs) - - @td.skip_if_no_scipy - def test_cmov_window_special_linear_range(self): - # GH 8238 - win_types = ['kaiser', 'gaussian', 'general_gaussian', 'slepian'] - kwds = [{'beta': 1.}, {'std': 1.}, {'power': 2., - 'width': 2.}, {'width': 0.5}] - - vals = np.array(range(10), dtype=np.float) - xp = vals.copy() - xp[:2] = np.nan - xp[-2:] = np.nan - xp = Series(xp) - - for wt, k in zip(win_types, kwds): - rs = Series(vals).rolling(5, win_type=wt, center=True).mean(**k) - tm.assert_series_equal(xp, rs) - - def test_rolling_median(self): - self._check_moment_func(np.median, name='median') - - def test_rolling_min(self): - self._check_moment_func(np.min, name='min') - - a = pd.Series([1, 2, 3, 4, 5]) - result = a.rolling(window=100, min_periods=1).min() - expected = pd.Series(np.ones(len(a))) - tm.assert_series_equal(result, expected) - - with pytest.raises(ValueError): - pd.Series([1, 2, 3]).rolling(window=3, min_periods=5).min() - - def test_rolling_max(self): - self._check_moment_func(np.max, name='max') - - a = pd.Series([1, 2, 3, 4, 5], dtype=np.float64) - b = a.rolling(window=100, min_periods=1).max() - tm.assert_almost_equal(a, b) - - with pytest.raises(ValueError): - pd.Series([1, 2, 3]).rolling(window=3, min_periods=5).max() - - @pytest.mark.parametrize('q', [0.0, .1, .5, .9, 1.0]) - def test_rolling_quantile(self, q): - - def scoreatpercentile(a, per): - values = np.sort(a, axis=0) - - idx = int(per / 1. * (values.shape[0] - 1)) - - if idx == values.shape[0] - 1: - retval = values[-1] - - else: - qlow = float(idx) / float(values.shape[0] - 1) - qhig = float(idx + 1) / float(values.shape[0] - 1) - vlow = values[idx] - vhig = values[idx + 1] - retval = vlow + (vhig - vlow) * (per - qlow) / (qhig - qlow) - - return retval - - def quantile_func(x): - return scoreatpercentile(x, q) - - self._check_moment_func(quantile_func, name='quantile', - quantile=q) - - def test_rolling_quantile_np_percentile(self): - # #9413: Tests that rolling window's quantile default behavior - # is analogus to Numpy's percentile - row = 10 - col = 5 - idx = pd.date_range('20100101', periods=row, freq='B') - df = DataFrame(np.random.rand(row * col).reshape((row, -1)), index=idx) - - df_quantile = df.quantile([0.25, 0.5, 0.75], axis=0) - np_percentile = np.percentile(df, [25, 50, 75], axis=0) - - tm.assert_almost_equal(df_quantile.values, np.array(np_percentile)) - - def test_rolling_quantile_series(self): - # #16211: Tests that rolling window's quantile default behavior - # is analogus to Series' quantile - arr = np.arange(100) - s = Series(arr) - q1 = s.quantile(0.1) - q2 = s.rolling(100).quantile(0.1).iloc[-1] - - tm.assert_almost_equal(q1, q2) - - def test_rolling_quantile_param(self): - ser = Series([0.0, .1, .5, .9, 1.0]) - - with pytest.raises(ValueError): - ser.rolling(3).quantile(-0.1) - - with pytest.raises(ValueError): - ser.rolling(3).quantile(10.0) - - with pytest.raises(TypeError): - ser.rolling(3).quantile('foo') - - def test_rolling_apply(self): - # suppress warnings about empty slices, as we are deliberately testing - # with a 0-length Series - with warnings.catch_warnings(): - warnings.filterwarnings("ignore", - message=".*(empty slice|0 for slice).*", - category=RuntimeWarning) - - ser = Series([]) - tm.assert_series_equal(ser, - ser.rolling(10).apply(lambda x: x.mean())) - - def f(x): - return x[np.isfinite(x)].mean() - - self._check_moment_func(np.mean, name='apply', func=f) - - # GH 8080 - s = Series([None, None, None]) - result = s.rolling(2, min_periods=0).apply(lambda x: len(x)) - expected = Series([1., 2., 2.]) - tm.assert_series_equal(result, expected) - - result = s.rolling(2, min_periods=0).apply(len) - tm.assert_series_equal(result, expected) - - def test_rolling_apply_out_of_bounds(self): - # #1850 - vals = pd.Series([1, 2, 3, 4]) - - result = vals.rolling(10).apply(np.sum) - assert result.isna().all() - - result = vals.rolling(10, min_periods=1).apply(np.sum) - expected = pd.Series([1, 3, 6, 10], dtype=float) - tm.assert_almost_equal(result, expected) - - def test_rolling_std(self): - self._check_moment_func(lambda x: np.std(x, ddof=1), - name='std') - self._check_moment_func(lambda x: np.std(x, ddof=0), - name='std', ddof=0) - - def test_rolling_std_1obs(self): - vals = pd.Series([1., 2., 3., 4., 5.]) - - result = vals.rolling(1, min_periods=1).std() - expected = pd.Series([np.nan] * 5) - tm.assert_series_equal(result, expected) - - result = vals.rolling(1, min_periods=1).std(ddof=0) - expected = pd.Series([0.] * 5) - tm.assert_series_equal(result, expected) - - result = (pd.Series([np.nan, np.nan, 3, 4, 5]) - .rolling(3, min_periods=2).std()) - assert np.isnan(result[2]) - - def test_rolling_std_neg_sqrt(self): - # unit test from Bottleneck - - # Test move_nanstd for neg sqrt. - - a = pd.Series([0.0011448196318903589, 0.00028718669878572767, - 0.00028718669878572767, 0.00028718669878572767, - 0.00028718669878572767]) - b = a.rolling(window=3).std() - assert np.isfinite(b[2:]).all() - - b = a.ewm(span=3).std() - assert np.isfinite(b[2:]).all() - - def test_rolling_var(self): - self._check_moment_func(lambda x: np.var(x, ddof=1), - name='var') - self._check_moment_func(lambda x: np.var(x, ddof=0), - name='var', ddof=0) - - @td.skip_if_no_scipy - def test_rolling_skew(self): - from scipy.stats import skew - self._check_moment_func(lambda x: skew(x, bias=False), name='skew') - - @td.skip_if_no_scipy - def test_rolling_kurt(self): - from scipy.stats import kurtosis - self._check_moment_func(lambda x: kurtosis(x, bias=False), - name='kurt') - - def _check_moment_func(self, static_comp, name, has_min_periods=True, - has_center=True, has_time_rule=True, - fill_value=None, zero_min_periods_equal=True, - **kwargs): - - def get_result(obj, window, min_periods=None, center=False): - r = obj.rolling(window=window, min_periods=min_periods, - center=center) - return getattr(r, name)(**kwargs) - - series_result = get_result(self.series, window=50) - assert isinstance(series_result, Series) - tm.assert_almost_equal(series_result.iloc[-1], - static_comp(self.series[-50:])) - - frame_result = get_result(self.frame, window=50) - assert isinstance(frame_result, DataFrame) - tm.assert_series_equal(frame_result.iloc[-1, :], - self.frame.iloc[-50:, :].apply(static_comp, - axis=0), - check_names=False) - - # check time_rule works - if has_time_rule: - win = 25 - minp = 10 - series = self.series[::2].resample('B').mean() - frame = self.frame[::2].resample('B').mean() - - if has_min_periods: - series_result = get_result(series, window=win, - min_periods=minp) - frame_result = get_result(frame, window=win, - min_periods=minp) - else: - series_result = get_result(series, window=win) - frame_result = get_result(frame, window=win) - - last_date = series_result.index[-1] - prev_date = last_date - 24 * offsets.BDay() - - trunc_series = self.series[::2].truncate(prev_date, last_date) - trunc_frame = self.frame[::2].truncate(prev_date, last_date) - - tm.assert_almost_equal(series_result[-1], - static_comp(trunc_series)) - - tm.assert_series_equal(frame_result.xs(last_date), - trunc_frame.apply(static_comp), - check_names=False) - - # excluding NaNs correctly - obj = Series(randn(50)) - obj[:10] = np.NaN - obj[-10:] = np.NaN - if has_min_periods: - result = get_result(obj, 50, min_periods=30) - tm.assert_almost_equal(result.iloc[-1], static_comp(obj[10:-10])) - - # min_periods is working correctly - result = get_result(obj, 20, min_periods=15) - assert isna(result.iloc[23]) - assert not isna(result.iloc[24]) - - assert not isna(result.iloc[-6]) - assert isna(result.iloc[-5]) - - obj2 = Series(randn(20)) - result = get_result(obj2, 10, min_periods=5) - assert isna(result.iloc[3]) - assert notna(result.iloc[4]) - - if zero_min_periods_equal: - # min_periods=0 may be equivalent to min_periods=1 - result0 = get_result(obj, 20, min_periods=0) - result1 = get_result(obj, 20, min_periods=1) - tm.assert_almost_equal(result0, result1) - else: - result = get_result(obj, 50) - tm.assert_almost_equal(result.iloc[-1], static_comp(obj[10:-10])) - - # window larger than series length (#7297) - if has_min_periods: - for minp in (0, len(self.series) - 1, len(self.series)): - result = get_result(self.series, len(self.series) + 1, - min_periods=minp) - expected = get_result(self.series, len(self.series), - min_periods=minp) - nan_mask = isna(result) - tm.assert_series_equal(nan_mask, isna(expected)) - - nan_mask = ~nan_mask - tm.assert_almost_equal(result[nan_mask], - expected[nan_mask]) - else: - result = get_result(self.series, len(self.series) + 1) - expected = get_result(self.series, len(self.series)) - nan_mask = isna(result) - tm.assert_series_equal(nan_mask, isna(expected)) - - nan_mask = ~nan_mask - tm.assert_almost_equal(result[nan_mask], expected[nan_mask]) - - # check center=True - if has_center: - if has_min_periods: - result = get_result(obj, 20, min_periods=15, center=True) - expected = get_result( - pd.concat([obj, Series([np.NaN] * 9)]), 20, - min_periods=15)[9:].reset_index(drop=True) - else: - result = get_result(obj, 20, center=True) - expected = get_result( - pd.concat([obj, Series([np.NaN] * 9)]), - 20)[9:].reset_index(drop=True) - - tm.assert_series_equal(result, expected) - - # shifter index - s = ['x%d' % x for x in range(12)] - - if has_min_periods: - minp = 10 - - series_xp = get_result( - self.series.reindex(list(self.series.index) + s), - window=25, - min_periods=minp).shift(-12).reindex(self.series.index) - frame_xp = get_result( - self.frame.reindex(list(self.frame.index) + s), - window=25, - min_periods=minp).shift(-12).reindex(self.frame.index) - - series_rs = get_result(self.series, window=25, - min_periods=minp, center=True) - frame_rs = get_result(self.frame, window=25, min_periods=minp, - center=True) - - else: - series_xp = get_result( - self.series.reindex(list(self.series.index) + s), - window=25).shift(-12).reindex(self.series.index) - frame_xp = get_result( - self.frame.reindex(list(self.frame.index) + s), - window=25).shift(-12).reindex(self.frame.index) - - series_rs = get_result(self.series, window=25, center=True) - frame_rs = get_result(self.frame, window=25, center=True) - - if fill_value is not None: - series_xp = series_xp.fillna(fill_value) - frame_xp = frame_xp.fillna(fill_value) - tm.assert_series_equal(series_xp, series_rs) - tm.assert_frame_equal(frame_xp, frame_rs) - - def test_ewma(self): - self._check_ew(name='mean') - - vals = pd.Series(np.zeros(1000)) - vals[5] = 1 - result = vals.ewm(span=100, adjust=False).mean().sum() - assert np.abs(result - 1) < 1e-2 - - s = Series([1.0, 2.0, 4.0, 8.0]) - - expected = Series([1.0, 1.6, 2.736842, 4.923077]) - for f in [lambda s: s.ewm(com=2.0, adjust=True).mean(), - lambda s: s.ewm(com=2.0, adjust=True, - ignore_na=False).mean(), - lambda s: s.ewm(com=2.0, adjust=True, ignore_na=True).mean(), - ]: - result = f(s) - tm.assert_series_equal(result, expected) - - expected = Series([1.0, 1.333333, 2.222222, 4.148148]) - for f in [lambda s: s.ewm(com=2.0, adjust=False).mean(), - lambda s: s.ewm(com=2.0, adjust=False, - ignore_na=False).mean(), - lambda s: s.ewm(com=2.0, adjust=False, - ignore_na=True).mean(), - ]: - result = f(s) - tm.assert_series_equal(result, expected) - - def test_ewma_nan_handling(self): - s = Series([1.] + [np.nan] * 5 + [1.]) - result = s.ewm(com=5).mean() - tm.assert_series_equal(result, Series([1.] * len(s))) - - s = Series([np.nan] * 2 + [1.] + [np.nan] * 2 + [1.]) - result = s.ewm(com=5).mean() - tm.assert_series_equal(result, Series([np.nan] * 2 + [1.] * 4)) - - # GH 7603 - s0 = Series([np.nan, 1., 101.]) - s1 = Series([1., np.nan, 101.]) - s2 = Series([np.nan, 1., np.nan, np.nan, 101., np.nan]) - s3 = Series([1., np.nan, 101., 50.]) - com = 2. - alpha = 1. / (1. + com) - - def simple_wma(s, w): - return (s.multiply(w).cumsum() / w.cumsum()).fillna(method='ffill') - - for (s, adjust, ignore_na, w) in [ - (s0, True, False, [np.nan, (1. - alpha), 1.]), - (s0, True, True, [np.nan, (1. - alpha), 1.]), - (s0, False, False, [np.nan, (1. - alpha), alpha]), - (s0, False, True, [np.nan, (1. - alpha), alpha]), - (s1, True, False, [(1. - alpha) ** 2, np.nan, 1.]), - (s1, True, True, [(1. - alpha), np.nan, 1.]), - (s1, False, False, [(1. - alpha) ** 2, np.nan, alpha]), - (s1, False, True, [(1. - alpha), np.nan, alpha]), - (s2, True, False, [np.nan, (1. - alpha) ** - 3, np.nan, np.nan, 1., np.nan]), - (s2, True, True, [np.nan, (1. - alpha), - np.nan, np.nan, 1., np.nan]), - (s2, False, False, [np.nan, (1. - alpha) ** - 3, np.nan, np.nan, alpha, np.nan]), - (s2, False, True, [np.nan, (1. - alpha), - np.nan, np.nan, alpha, np.nan]), - (s3, True, False, [(1. - alpha) ** - 3, np.nan, (1. - alpha), 1.]), - (s3, True, True, [(1. - alpha) ** - 2, np.nan, (1. - alpha), 1.]), - (s3, False, False, [(1. - alpha) ** 3, np.nan, - (1. - alpha) * alpha, - alpha * ((1. - alpha) ** 2 + alpha)]), - (s3, False, True, [(1. - alpha) ** 2, - np.nan, (1. - alpha) * alpha, alpha])]: - expected = simple_wma(s, Series(w)) - result = s.ewm(com=com, adjust=adjust, ignore_na=ignore_na).mean() - - tm.assert_series_equal(result, expected) - if ignore_na is False: - # check that ignore_na defaults to False - result = s.ewm(com=com, adjust=adjust).mean() - tm.assert_series_equal(result, expected) - - def test_ewmvar(self): - self._check_ew(name='var') - - def test_ewmvol(self): - self._check_ew(name='vol') - - def test_ewma_span_com_args(self): - A = self.series.ewm(com=9.5).mean() - B = self.series.ewm(span=20).mean() - tm.assert_almost_equal(A, B) - - with pytest.raises(ValueError): - self.series.ewm(com=9.5, span=20) - with pytest.raises(ValueError): - self.series.ewm().mean() - - def test_ewma_halflife_arg(self): - A = self.series.ewm(com=13.932726172912965).mean() - B = self.series.ewm(halflife=10.0).mean() - tm.assert_almost_equal(A, B) - - with pytest.raises(ValueError): - self.series.ewm(span=20, halflife=50) - with pytest.raises(ValueError): - self.series.ewm(com=9.5, halflife=50) - with pytest.raises(ValueError): - self.series.ewm(com=9.5, span=20, halflife=50) - with pytest.raises(ValueError): - self.series.ewm() - - def test_ewm_alpha(self): - # GH 10789 - s = Series(self.arr) - a = s.ewm(alpha=0.61722699889169674).mean() - b = s.ewm(com=0.62014947789973052).mean() - c = s.ewm(span=2.240298955799461).mean() - d = s.ewm(halflife=0.721792864318).mean() - tm.assert_series_equal(a, b) - tm.assert_series_equal(a, c) - tm.assert_series_equal(a, d) - - def test_ewm_alpha_arg(self): - # GH 10789 - s = self.series - with pytest.raises(ValueError): - s.ewm() - with pytest.raises(ValueError): - s.ewm(com=10.0, alpha=0.5) - with pytest.raises(ValueError): - s.ewm(span=10.0, alpha=0.5) - with pytest.raises(ValueError): - s.ewm(halflife=10.0, alpha=0.5) - - def test_ewm_domain_checks(self): - # GH 12492 - s = Series(self.arr) - # com must satisfy: com >= 0 - pytest.raises(ValueError, s.ewm, com=-0.1) - s.ewm(com=0.0) - s.ewm(com=0.1) - # span must satisfy: span >= 1 - pytest.raises(ValueError, s.ewm, span=-0.1) - pytest.raises(ValueError, s.ewm, span=0.0) - pytest.raises(ValueError, s.ewm, span=0.9) - s.ewm(span=1.0) - s.ewm(span=1.1) - # halflife must satisfy: halflife > 0 - pytest.raises(ValueError, s.ewm, halflife=-0.1) - pytest.raises(ValueError, s.ewm, halflife=0.0) - s.ewm(halflife=0.1) - # alpha must satisfy: 0 < alpha <= 1 - pytest.raises(ValueError, s.ewm, alpha=-0.1) - pytest.raises(ValueError, s.ewm, alpha=0.0) - s.ewm(alpha=0.1) - s.ewm(alpha=1.0) - pytest.raises(ValueError, s.ewm, alpha=1.1) - - def test_ew_empty_series(self): - vals = pd.Series([], dtype=np.float64) - - ewm = vals.ewm(3) - funcs = ['mean', 'vol', 'var'] - for f in funcs: - result = getattr(ewm, f)() - tm.assert_almost_equal(result, vals) - - def _check_ew(self, name=None, preserve_nan=False): - series_result = getattr(self.series.ewm(com=10), name)() - assert isinstance(series_result, Series) - - frame_result = getattr(self.frame.ewm(com=10), name)() - assert type(frame_result) == DataFrame - - result = getattr(self.series.ewm(com=10), name)() - if preserve_nan: - assert result[self._nan_locs].isna().all() - - # excluding NaNs correctly - arr = randn(50) - arr[:10] = np.NaN - arr[-10:] = np.NaN - s = Series(arr) - - # check min_periods - # GH 7898 - result = getattr(s.ewm(com=50, min_periods=2), name)() - assert result[:11].isna().all() - assert not result[11:].isna().any() - - for min_periods in (0, 1): - result = getattr(s.ewm(com=50, min_periods=min_periods), name)() - if name == 'mean': - assert result[:10].isna().all() - assert not result[10:].isna().any() - else: - # ewm.std, ewm.vol, ewm.var (with bias=False) require at least - # two values - assert result[:11].isna().all() - assert not result[11:].isna().any() - - # check series of length 0 - result = getattr(Series().ewm(com=50, min_periods=min_periods), - name)() - tm.assert_series_equal(result, Series()) - - # check series of length 1 - result = getattr(Series([1.]).ewm(50, min_periods=min_periods), - name)() - if name == 'mean': - tm.assert_series_equal(result, Series([1.])) - else: - # ewm.std, ewm.vol, ewm.var with bias=False require at least - # two values - tm.assert_series_equal(result, Series([np.NaN])) - - # pass in ints - result2 = getattr(Series(np.arange(50)).ewm(span=10), name)() - assert result2.dtype == np.float_ - - -class TestPairwise(object): - - # GH 7738 - df1s = [DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[0, 1]), - DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[1, 0]), - DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[1, 1]), - DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], - columns=['C', 'C']), - DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[1., 0]), - DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[0., 1]), - DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=['C', 1]), - DataFrame([[2., 4.], [1., 2.], [5., 2.], [8., 1.]], - columns=[1, 0.]), - DataFrame([[2, 4.], [1, 2.], [5, 2.], [8, 1.]], - columns=[0, 1.]), - DataFrame([[2, 4], [1, 2], [5, 2], [8, 1.]], - columns=[1., 'X']), ] - df2 = DataFrame([[None, 1, 1], [None, 1, 2], - [None, 3, 2], [None, 8, 1]], columns=['Y', 'Z', 'X']) - s = Series([1, 1, 3, 8]) - - def compare(self, result, expected): - - # since we have sorted the results - # we can only compare non-nans - result = result.dropna().values - expected = expected.dropna().values - - tm.assert_numpy_array_equal(result, expected, check_dtype=False) - - @pytest.mark.parametrize('f', [lambda x: x.cov(), lambda x: x.corr()]) - def test_no_flex(self, f): - - # DataFrame methods (which do not call _flex_binary_moment()) - - results = [f(df) for df in self.df1s] - for (df, result) in zip(self.df1s, results): - tm.assert_index_equal(result.index, df.columns) - tm.assert_index_equal(result.columns, df.columns) - for i, result in enumerate(results): - if i > 0: - self.compare(result, results[0]) - - @pytest.mark.parametrize( - 'f', [lambda x: x.expanding().cov(pairwise=True), - lambda x: x.expanding().corr(pairwise=True), - lambda x: x.rolling(window=3).cov(pairwise=True), - lambda x: x.rolling(window=3).corr(pairwise=True), - lambda x: x.ewm(com=3).cov(pairwise=True), - lambda x: x.ewm(com=3).corr(pairwise=True)]) - def test_pairwise_with_self(self, f): - - # DataFrame with itself, pairwise=True - # note that we may construct the 1st level of the MI - # in a non-motononic way, so compare accordingly - results = [] - for i, df in enumerate(self.df1s): - result = f(df) - tm.assert_index_equal(result.index.levels[0], - df.index, - check_names=False) - tm.assert_numpy_array_equal(safe_sort(result.index.levels[1]), - safe_sort(df.columns.unique())) - tm.assert_index_equal(result.columns, df.columns) - results.append(df) - - for i, result in enumerate(results): - if i > 0: - self.compare(result, results[0]) - - @pytest.mark.parametrize( - 'f', [lambda x: x.expanding().cov(pairwise=False), - lambda x: x.expanding().corr(pairwise=False), - lambda x: x.rolling(window=3).cov(pairwise=False), - lambda x: x.rolling(window=3).corr(pairwise=False), - lambda x: x.ewm(com=3).cov(pairwise=False), - lambda x: x.ewm(com=3).corr(pairwise=False), ]) - def test_no_pairwise_with_self(self, f): - - # DataFrame with itself, pairwise=False - results = [f(df) for df in self.df1s] - for (df, result) in zip(self.df1s, results): - tm.assert_index_equal(result.index, df.index) - tm.assert_index_equal(result.columns, df.columns) - for i, result in enumerate(results): - if i > 0: - self.compare(result, results[0]) - - @pytest.mark.parametrize( - 'f', [lambda x, y: x.expanding().cov(y, pairwise=True), - lambda x, y: x.expanding().corr(y, pairwise=True), - lambda x, y: x.rolling(window=3).cov(y, pairwise=True), - lambda x, y: x.rolling(window=3).corr(y, pairwise=True), - lambda x, y: x.ewm(com=3).cov(y, pairwise=True), - lambda x, y: x.ewm(com=3).corr(y, pairwise=True), ]) - def test_pairwise_with_other(self, f): - - # DataFrame with another DataFrame, pairwise=True - results = [f(df, self.df2) for df in self.df1s] - for (df, result) in zip(self.df1s, results): - tm.assert_index_equal(result.index.levels[0], - df.index, - check_names=False) - tm.assert_numpy_array_equal(safe_sort(result.index.levels[1]), - safe_sort(self.df2.columns.unique())) - for i, result in enumerate(results): - if i > 0: - self.compare(result, results[0]) - - @pytest.mark.parametrize( - 'f', [lambda x, y: x.expanding().cov(y, pairwise=False), - lambda x, y: x.expanding().corr(y, pairwise=False), - lambda x, y: x.rolling(window=3).cov(y, pairwise=False), - lambda x, y: x.rolling(window=3).corr(y, pairwise=False), - lambda x, y: x.ewm(com=3).cov(y, pairwise=False), - lambda x, y: x.ewm(com=3).corr(y, pairwise=False), ]) - def test_no_pairwise_with_other(self, f): - - # DataFrame with another DataFrame, pairwise=False - results = [f(df, self.df2) if df.columns.is_unique else None - for df in self.df1s] - for (df, result) in zip(self.df1s, results): - if result is not None: - with catch_warnings(record=True): - # we can have int and str columns - expected_index = df.index.union(self.df2.index) - expected_columns = df.columns.union(self.df2.columns) - tm.assert_index_equal(result.index, expected_index) - tm.assert_index_equal(result.columns, expected_columns) - else: - tm.assert_raises_regex( - ValueError, "'arg1' columns are not unique", f, df, - self.df2) - tm.assert_raises_regex( - ValueError, "'arg2' columns are not unique", f, - self.df2, df) - - @pytest.mark.parametrize( - 'f', [lambda x, y: x.expanding().cov(y), - lambda x, y: x.expanding().corr(y), - lambda x, y: x.rolling(window=3).cov(y), - lambda x, y: x.rolling(window=3).corr(y), - lambda x, y: x.ewm(com=3).cov(y), - lambda x, y: x.ewm(com=3).corr(y), ]) - def test_pairwise_with_series(self, f): - - # DataFrame with a Series - results = ([f(df, self.s) for df in self.df1s] + - [f(self.s, df) for df in self.df1s]) - for (df, result) in zip(self.df1s, results): - tm.assert_index_equal(result.index, df.index) - tm.assert_index_equal(result.columns, df.columns) - for i, result in enumerate(results): - if i > 0: - self.compare(result, results[0]) - - -# create the data only once as we are not setting it -def _create_consistency_data(): - def create_series(): - return [Series(), - Series([np.nan]), - Series([np.nan, np.nan]), - Series([3.]), - Series([np.nan, 3.]), - Series([3., np.nan]), - Series([1., 3.]), - Series([2., 2.]), - Series([3., 1.]), - Series([5., 5., 5., 5., np.nan, np.nan, np.nan, 5., 5., np.nan, - np.nan]), - Series([np.nan, 5., 5., 5., np.nan, np.nan, np.nan, 5., 5., - np.nan, np.nan]), - Series([np.nan, np.nan, 5., 5., np.nan, np.nan, np.nan, 5., 5., - np.nan, np.nan]), - Series([np.nan, 3., np.nan, 3., 4., 5., 6., np.nan, np.nan, 7., - 12., 13., 14., 15.]), - Series([np.nan, 5., np.nan, 2., 4., 0., 9., np.nan, np.nan, 3., - 12., 13., 14., 15.]), - Series([2., 3., np.nan, 3., 4., 5., 6., np.nan, np.nan, 7., - 12., 13., 14., 15.]), - Series([2., 5., np.nan, 2., 4., 0., 9., np.nan, np.nan, 3., - 12., 13., 14., 15.]), - Series(range(10)), - Series(range(20, 0, -2)), ] - - def create_dataframes(): - return ([DataFrame(), - DataFrame(columns=['a']), - DataFrame(columns=['a', 'a']), - DataFrame(columns=['a', 'b']), - DataFrame(np.arange(10).reshape((5, 2))), - DataFrame(np.arange(25).reshape((5, 5))), - DataFrame(np.arange(25).reshape((5, 5)), - columns=['a', 'b', 99, 'd', 'd'])] + - [DataFrame(s) for s in create_series()]) - - def is_constant(x): - values = x.values.ravel() - return len(set(values[notna(values)])) == 1 - - def no_nans(x): - return x.notna().all().all() - - # data is a tuple(object, is_contant, no_nans) - data = create_series() + create_dataframes() - - return [(x, is_constant(x), no_nans(x)) for x in data] - - -_consistency_data = _create_consistency_data() - - -def _rolling_consistency_cases(): - for window in [1, 2, 3, 10, 20]: - for min_periods in set([0, 1, 2, 3, 4, window]): - if min_periods and (min_periods > window): - continue - for center in [False, True]: - yield window, min_periods, center - - -class TestMomentsConsistency(Base): - base_functions = [ - (lambda v: Series(v).count(), None, 'count'), - (lambda v: Series(v).max(), None, 'max'), - (lambda v: Series(v).min(), None, 'min'), - (lambda v: Series(v).sum(), None, 'sum'), - (lambda v: Series(v).mean(), None, 'mean'), - (lambda v: Series(v).std(), 1, 'std'), - (lambda v: Series(v).cov(Series(v)), None, 'cov'), - (lambda v: Series(v).corr(Series(v)), None, 'corr'), - (lambda v: Series(v).var(), 1, 'var'), - - # restore once GH 8086 is fixed - # lambda v: Series(v).skew(), 3, 'skew'), - # (lambda v: Series(v).kurt(), 4, 'kurt'), - - # restore once GH 8084 is fixed - # lambda v: Series(v).quantile(0.3), None, 'quantile'), - - (lambda v: Series(v).median(), None, 'median'), - (np.nanmax, 1, 'max'), - (np.nanmin, 1, 'min'), - (np.nansum, 1, 'sum'), - (np.nanmean, 1, 'mean'), - (lambda v: np.nanstd(v, ddof=1), 1, 'std'), - (lambda v: np.nanvar(v, ddof=1), 1, 'var'), - (np.nanmedian, 1, 'median'), - ] - no_nan_functions = [ - (np.max, None, 'max'), - (np.min, None, 'min'), - (np.sum, None, 'sum'), - (np.mean, None, 'mean'), - (lambda v: np.std(v, ddof=1), 1, 'std'), - (lambda v: np.var(v, ddof=1), 1, 'var'), - (np.median, None, 'median'), - ] - - def _create_data(self): - super(TestMomentsConsistency, self)._create_data() - self.data = _consistency_data - - def setup_method(self, method): - self._create_data() - - def _test_moments_consistency(self, min_periods, count, mean, mock_mean, - corr, var_unbiased=None, std_unbiased=None, - cov_unbiased=None, var_biased=None, - std_biased=None, cov_biased=None, - var_debiasing_factors=None): - def _non_null_values(x): - values = x.values.ravel() - return set(values[notna(values)].tolist()) - - for (x, is_constant, no_nans) in self.data: - count_x = count(x) - mean_x = mean(x) - - if mock_mean: - # check that mean equals mock_mean - expected = mock_mean(x) - assert_equal(mean_x, expected.astype('float64')) - - # check that correlation of a series with itself is either 1 or NaN - corr_x_x = corr(x, x) - - # assert _non_null_values(corr_x_x).issubset(set([1.])) - # restore once rolling_cov(x, x) is identically equal to var(x) - - if is_constant: - exp = x.max() if isinstance(x, Series) else x.max().max() - - # check mean of constant series - expected = x * np.nan - expected[count_x >= max(min_periods, 1)] = exp - assert_equal(mean_x, expected) - - # check correlation of constant series with itself is NaN - expected[:] = np.nan - assert_equal(corr_x_x, expected) - - if var_unbiased and var_biased and var_debiasing_factors: - # check variance debiasing factors - var_unbiased_x = var_unbiased(x) - var_biased_x = var_biased(x) - var_debiasing_factors_x = var_debiasing_factors(x) - assert_equal(var_unbiased_x, var_biased_x * - var_debiasing_factors_x) - - for (std, var, cov) in [(std_biased, var_biased, cov_biased), - (std_unbiased, var_unbiased, cov_unbiased) - ]: - - # check that var(x), std(x), and cov(x) are all >= 0 - var_x = var(x) - std_x = std(x) - assert not (var_x < 0).any().any() - assert not (std_x < 0).any().any() - if cov: - cov_x_x = cov(x, x) - assert not (cov_x_x < 0).any().any() - - # check that var(x) == cov(x, x) - assert_equal(var_x, cov_x_x) - - # check that var(x) == std(x)^2 - assert_equal(var_x, std_x * std_x) - - if var is var_biased: - # check that biased var(x) == mean(x^2) - mean(x)^2 - mean_x2 = mean(x * x) - assert_equal(var_x, mean_x2 - (mean_x * mean_x)) - - if is_constant: - # check that variance of constant series is identically 0 - assert not (var_x > 0).any().any() - expected = x * np.nan - expected[count_x >= max(min_periods, 1)] = 0. - if var is var_unbiased: - expected[count_x < 2] = np.nan - assert_equal(var_x, expected) - - if isinstance(x, Series): - for (y, is_constant, no_nans) in self.data: - if not x.isna().equals(y.isna()): - # can only easily test two Series with similar - # structure - continue - - # check that cor(x, y) is symmetric - corr_x_y = corr(x, y) - corr_y_x = corr(y, x) - assert_equal(corr_x_y, corr_y_x) - - if cov: - # check that cov(x, y) is symmetric - cov_x_y = cov(x, y) - cov_y_x = cov(y, x) - assert_equal(cov_x_y, cov_y_x) - - # check that cov(x, y) == (var(x+y) - var(x) - - # var(y)) / 2 - var_x_plus_y = var(x + y) - var_y = var(y) - assert_equal(cov_x_y, 0.5 * - (var_x_plus_y - var_x - var_y)) - - # check that corr(x, y) == cov(x, y) / (std(x) * - # std(y)) - std_y = std(y) - assert_equal(corr_x_y, cov_x_y / (std_x * std_y)) - - if cov is cov_biased: - # check that biased cov(x, y) == mean(x*y) - - # mean(x)*mean(y) - mean_y = mean(y) - mean_x_times_y = mean(x * y) - assert_equal(cov_x_y, mean_x_times_y - - (mean_x * mean_y)) - - @pytest.mark.slow - @pytest.mark.parametrize( - 'min_periods, adjust, ignore_na', product([0, 1, 2, 3, 4], - [True, False], - [False, True])) - def test_ewm_consistency(self, min_periods, adjust, ignore_na): - def _weights(s, com, adjust, ignore_na): - if isinstance(s, DataFrame): - if not len(s.columns): - return DataFrame(index=s.index, columns=s.columns) - w = concat([ - _weights(s.iloc[:, i], com=com, adjust=adjust, - ignore_na=ignore_na) - for i, _ in enumerate(s.columns)], axis=1) - w.index = s.index - w.columns = s.columns - return w - - w = Series(np.nan, index=s.index) - alpha = 1. / (1. + com) - if ignore_na: - w[s.notna()] = _weights(s[s.notna()], com=com, - adjust=adjust, ignore_na=False) - elif adjust: - for i in range(len(s)): - if s.iat[i] == s.iat[i]: - w.iat[i] = pow(1. / (1. - alpha), i) - else: - sum_wts = 0. - prev_i = -1 - for i in range(len(s)): - if s.iat[i] == s.iat[i]: - if prev_i == -1: - w.iat[i] = 1. - else: - w.iat[i] = alpha * sum_wts / pow(1. - alpha, - i - prev_i) - sum_wts += w.iat[i] - prev_i = i - return w - - def _variance_debiasing_factors(s, com, adjust, ignore_na): - weights = _weights(s, com=com, adjust=adjust, ignore_na=ignore_na) - cum_sum = weights.cumsum().fillna(method='ffill') - cum_sum_sq = (weights * weights).cumsum().fillna(method='ffill') - numerator = cum_sum * cum_sum - denominator = numerator - cum_sum_sq - denominator[denominator <= 0.] = np.nan - return numerator / denominator - - def _ewma(s, com, min_periods, adjust, ignore_na): - weights = _weights(s, com=com, adjust=adjust, ignore_na=ignore_na) - result = s.multiply(weights).cumsum().divide(weights.cumsum( - )).fillna(method='ffill') - result[s.expanding().count() < (max(min_periods, 1) if min_periods - else 1)] = np.nan - return result - - com = 3. - # test consistency between different ewm* moments - self._test_moments_consistency( - min_periods=min_periods, - count=lambda x: x.expanding().count(), - mean=lambda x: x.ewm(com=com, min_periods=min_periods, - adjust=adjust, - ignore_na=ignore_na).mean(), - mock_mean=lambda x: _ewma(x, com=com, - min_periods=min_periods, - adjust=adjust, - ignore_na=ignore_na), - corr=lambda x, y: x.ewm(com=com, min_periods=min_periods, - adjust=adjust, - ignore_na=ignore_na).corr(y), - var_unbiased=lambda x: ( - x.ewm(com=com, min_periods=min_periods, - adjust=adjust, - ignore_na=ignore_na).var(bias=False)), - std_unbiased=lambda x: ( - x.ewm(com=com, min_periods=min_periods, - adjust=adjust, ignore_na=ignore_na) - .std(bias=False)), - cov_unbiased=lambda x, y: ( - x.ewm(com=com, min_periods=min_periods, - adjust=adjust, ignore_na=ignore_na) - .cov(y, bias=False)), - var_biased=lambda x: ( - x.ewm(com=com, min_periods=min_periods, - adjust=adjust, ignore_na=ignore_na) - .var(bias=True)), - std_biased=lambda x: x.ewm(com=com, min_periods=min_periods, - adjust=adjust, - ignore_na=ignore_na).std(bias=True), - cov_biased=lambda x, y: ( - x.ewm(com=com, min_periods=min_periods, - adjust=adjust, ignore_na=ignore_na) - .cov(y, bias=True)), - var_debiasing_factors=lambda x: ( - _variance_debiasing_factors(x, com=com, adjust=adjust, - ignore_na=ignore_na))) - - @pytest.mark.slow - @pytest.mark.parametrize( - 'min_periods', [0, 1, 2, 3, 4]) - def test_expanding_consistency(self, min_periods): - - # suppress warnings about empty slices, as we are deliberately testing - # with empty/0-length Series/DataFrames - with warnings.catch_warnings(): - warnings.filterwarnings("ignore", - message=".*(empty slice|0 for slice).*", - category=RuntimeWarning) - - # test consistency between different expanding_* moments - self._test_moments_consistency( - min_periods=min_periods, - count=lambda x: x.expanding().count(), - mean=lambda x: x.expanding( - min_periods=min_periods).mean(), - mock_mean=lambda x: x.expanding( - min_periods=min_periods).sum() / x.expanding().count(), - corr=lambda x, y: x.expanding( - min_periods=min_periods).corr(y), - var_unbiased=lambda x: x.expanding( - min_periods=min_periods).var(), - std_unbiased=lambda x: x.expanding( - min_periods=min_periods).std(), - cov_unbiased=lambda x, y: x.expanding( - min_periods=min_periods).cov(y), - var_biased=lambda x: x.expanding( - min_periods=min_periods).var(ddof=0), - std_biased=lambda x: x.expanding( - min_periods=min_periods).std(ddof=0), - cov_biased=lambda x, y: x.expanding( - min_periods=min_periods).cov(y, ddof=0), - var_debiasing_factors=lambda x: ( - x.expanding().count() / - (x.expanding().count() - 1.) - .replace(0., np.nan))) - - # test consistency between expanding_xyz() and either (a) - # expanding_apply of Series.xyz(), or (b) expanding_apply of - # np.nanxyz() - for (x, is_constant, no_nans) in self.data: - functions = self.base_functions - - # GH 8269 - if no_nans: - functions = self.base_functions + self.no_nan_functions - for (f, require_min_periods, name) in functions: - expanding_f = getattr( - x.expanding(min_periods=min_periods), name) - - if (require_min_periods and - (min_periods is not None) and - (min_periods < require_min_periods)): - continue - - if name == 'count': - expanding_f_result = expanding_f() - expanding_apply_f_result = x.expanding( - min_periods=0).apply(func=f) - else: - if name in ['cov', 'corr']: - expanding_f_result = expanding_f( - pairwise=False) - else: - expanding_f_result = expanding_f() - expanding_apply_f_result = x.expanding( - min_periods=min_periods).apply(func=f) - - # GH 9422 - if name in ['sum', 'prod']: - assert_equal(expanding_f_result, - expanding_apply_f_result) - - @pytest.mark.slow - @pytest.mark.parametrize( - 'window,min_periods,center', list(_rolling_consistency_cases())) - def test_rolling_consistency(self, window, min_periods, center): - - # suppress warnings about empty slices, as we are deliberately testing - # with empty/0-length Series/DataFrames - with warnings.catch_warnings(): - warnings.filterwarnings("ignore", - message=".*(empty slice|0 for slice).*", - category=RuntimeWarning) - - # test consistency between different rolling_* moments - self._test_moments_consistency( - min_periods=min_periods, - count=lambda x: ( - x.rolling(window=window, center=center) - .count()), - mean=lambda x: ( - x.rolling(window=window, min_periods=min_periods, - center=center).mean()), - mock_mean=lambda x: ( - x.rolling(window=window, - min_periods=min_periods, - center=center).sum() - .divide(x.rolling(window=window, - min_periods=min_periods, - center=center).count())), - corr=lambda x, y: ( - x.rolling(window=window, min_periods=min_periods, - center=center).corr(y)), - - var_unbiased=lambda x: ( - x.rolling(window=window, min_periods=min_periods, - center=center).var()), - - std_unbiased=lambda x: ( - x.rolling(window=window, min_periods=min_periods, - center=center).std()), - - cov_unbiased=lambda x, y: ( - x.rolling(window=window, min_periods=min_periods, - center=center).cov(y)), - - var_biased=lambda x: ( - x.rolling(window=window, min_periods=min_periods, - center=center).var(ddof=0)), - - std_biased=lambda x: ( - x.rolling(window=window, min_periods=min_periods, - center=center).std(ddof=0)), - - cov_biased=lambda x, y: ( - x.rolling(window=window, min_periods=min_periods, - center=center).cov(y, ddof=0)), - var_debiasing_factors=lambda x: ( - x.rolling(window=window, center=center).count() - .divide((x.rolling(window=window, center=center) - .count() - 1.) - .replace(0., np.nan)))) - - # test consistency between rolling_xyz() and either (a) - # rolling_apply of Series.xyz(), or (b) rolling_apply of - # np.nanxyz() - for (x, is_constant, no_nans) in self.data: - functions = self.base_functions - - # GH 8269 - if no_nans: - functions = self.base_functions + self.no_nan_functions - for (f, require_min_periods, name) in functions: - rolling_f = getattr( - x.rolling(window=window, center=center, - min_periods=min_periods), name) - - if require_min_periods and ( - min_periods is not None) and ( - min_periods < require_min_periods): - continue - - if name == 'count': - rolling_f_result = rolling_f() - rolling_apply_f_result = x.rolling( - window=window, min_periods=0, - center=center).apply(func=f) - else: - if name in ['cov', 'corr']: - rolling_f_result = rolling_f( - pairwise=False) - else: - rolling_f_result = rolling_f() - rolling_apply_f_result = x.rolling( - window=window, min_periods=min_periods, - center=center).apply(func=f) - - # GH 9422 - if name in ['sum', 'prod']: - assert_equal(rolling_f_result, - rolling_apply_f_result) - - # binary moments - def test_rolling_cov(self): - A = self.series - B = A + randn(len(A)) - - result = A.rolling(window=50, min_periods=25).cov(B) - tm.assert_almost_equal(result[-1], np.cov(A[-50:], B[-50:])[0, 1]) - - def test_rolling_cov_pairwise(self): - self._check_pairwise_moment('rolling', 'cov', window=10, min_periods=5) - - def test_rolling_corr(self): - A = self.series - B = A + randn(len(A)) - - result = A.rolling(window=50, min_periods=25).corr(B) - tm.assert_almost_equal(result[-1], np.corrcoef(A[-50:], B[-50:])[0, 1]) - - # test for correct bias correction - a = tm.makeTimeSeries() - b = tm.makeTimeSeries() - a[:5] = np.nan - b[:10] = np.nan - - result = a.rolling(window=len(a), min_periods=1).corr(b) - tm.assert_almost_equal(result[-1], a.corr(b)) - - def test_rolling_corr_pairwise(self): - self._check_pairwise_moment('rolling', 'corr', window=10, - min_periods=5) - - @pytest.mark.parametrize('window', range(7)) - def test_rolling_corr_with_zero_variance(self, window): - # GH 18430 - s = pd.Series(np.zeros(20)) - other = pd.Series(np.arange(20)) - - assert s.rolling(window=window).corr(other=other).isna().all() - - def _check_pairwise_moment(self, dispatch, name, **kwargs): - def get_result(obj, obj2=None): - return getattr(getattr(obj, dispatch)(**kwargs), name)(obj2) - - result = get_result(self.frame) - result = result.loc[(slice(None), 1), 5] - result.index = result.index.droplevel(1) - expected = get_result(self.frame[1], self.frame[5]) - tm.assert_series_equal(result, expected, check_names=False) - - def test_flex_binary_moment(self): - # GH3155 - # don't blow the stack - pytest.raises(TypeError, rwindow._flex_binary_moment, 5, 6, None) - - def test_corr_sanity(self): - # GH 3155 - df = DataFrame(np.array( - [[0.87024726, 0.18505595], [0.64355431, 0.3091617], - [0.92372966, 0.50552513], [0.00203756, 0.04520709], - [0.84780328, 0.33394331], [0.78369152, 0.63919667]])) - - res = df[0].rolling(5, center=True).corr(df[1]) - assert all(np.abs(np.nan_to_num(x)) <= 1 for x in res) - - # and some fuzzing - for _ in range(10): - df = DataFrame(np.random.rand(30, 2)) - res = df[0].rolling(5, center=True).corr(df[1]) - try: - assert all(np.abs(np.nan_to_num(x)) <= 1 for x in res) - except AssertionError: - print(res) - - def test_flex_binary_frame(self): - def _check(method): - series = self.frame[1] - - res = getattr(series.rolling(window=10), method)(self.frame) - res2 = getattr(self.frame.rolling(window=10), method)(series) - exp = self.frame.apply(lambda x: getattr( - series.rolling(window=10), method)(x)) - - tm.assert_frame_equal(res, exp) - tm.assert_frame_equal(res2, exp) - - frame2 = self.frame.copy() - frame2.values[:] = np.random.randn(*frame2.shape) - - res3 = getattr(self.frame.rolling(window=10), method)(frame2) - exp = DataFrame(dict((k, getattr(self.frame[k].rolling( - window=10), method)(frame2[k])) for k in self.frame)) - tm.assert_frame_equal(res3, exp) - - methods = ['corr', 'cov'] - for meth in methods: - _check(meth) - - def test_ewmcov(self): - self._check_binary_ew('cov') - - def test_ewmcov_pairwise(self): - self._check_pairwise_moment('ewm', 'cov', span=10, min_periods=5) - - def test_ewmcorr(self): - self._check_binary_ew('corr') - - def test_ewmcorr_pairwise(self): - self._check_pairwise_moment('ewm', 'corr', span=10, min_periods=5) - - def _check_binary_ew(self, name): - def func(A, B, com, **kwargs): - return getattr(A.ewm(com, **kwargs), name)(B) - - A = Series(randn(50), index=np.arange(50)) - B = A[2:] + randn(48) - - A[:10] = np.NaN - B[-10:] = np.NaN - - result = func(A, B, 20, min_periods=5) - assert np.isnan(result.values[:14]).all() - assert not np.isnan(result.values[14:]).any() - - # GH 7898 - for min_periods in (0, 1, 2): - result = func(A, B, 20, min_periods=min_periods) - # binary functions (ewmcov, ewmcorr) with bias=False require at - # least two values - assert np.isnan(result.values[:11]).all() - assert not np.isnan(result.values[11:]).any() - - # check series of length 0 - result = func(Series([]), Series([]), 50, min_periods=min_periods) - tm.assert_series_equal(result, Series([])) - - # check series of length 1 - result = func( - Series([1.]), Series([1.]), 50, min_periods=min_periods) - tm.assert_series_equal(result, Series([np.NaN])) - - pytest.raises(Exception, func, A, randn(50), 20, min_periods=5) - - def test_expanding_apply_args_kwargs(self): - def mean_w_arg(x, const): - return np.mean(x) + const - - df = DataFrame(np.random.rand(20, 3)) - - expected = df.expanding().apply(np.mean) + 20. - - tm.assert_frame_equal(df.expanding().apply(mean_w_arg, args=(20, )), - expected) - tm.assert_frame_equal(df.expanding().apply(mean_w_arg, - kwargs={'const': 20}), - expected) - - def test_expanding_corr(self): - A = self.series.dropna() - B = (A + randn(len(A)))[:-5] - - result = A.expanding().corr(B) - - rolling_result = A.rolling(window=len(A), min_periods=1).corr(B) - - tm.assert_almost_equal(rolling_result, result) - - def test_expanding_count(self): - result = self.series.expanding().count() - tm.assert_almost_equal(result, self.series.rolling( - window=len(self.series)).count()) - - def test_expanding_quantile(self): - result = self.series.expanding().quantile(0.5) - - rolling_result = self.series.rolling(window=len(self.series), - min_periods=1).quantile(0.5) - - tm.assert_almost_equal(result, rolling_result) - - def test_expanding_cov(self): - A = self.series - B = (A + randn(len(A)))[:-5] - - result = A.expanding().cov(B) - - rolling_result = A.rolling(window=len(A), min_periods=1).cov(B) - - tm.assert_almost_equal(rolling_result, result) - - def test_expanding_cov_pairwise(self): - result = self.frame.expanding().corr() - - rolling_result = self.frame.rolling(window=len(self.frame), - min_periods=1).corr() - - tm.assert_frame_equal(result, rolling_result) - - def test_expanding_corr_pairwise(self): - result = self.frame.expanding().corr() - - rolling_result = self.frame.rolling(window=len(self.frame), - min_periods=1).corr() - tm.assert_frame_equal(result, rolling_result) - - def test_expanding_cov_diff_index(self): - # GH 7512 - s1 = Series([1, 2, 3], index=[0, 1, 2]) - s2 = Series([1, 3], index=[0, 2]) - result = s1.expanding().cov(s2) - expected = Series([None, None, 2.0]) - tm.assert_series_equal(result, expected) - - s2a = Series([1, None, 3], index=[0, 1, 2]) - result = s1.expanding().cov(s2a) - tm.assert_series_equal(result, expected) - - s1 = Series([7, 8, 10], index=[0, 1, 3]) - s2 = Series([7, 9, 10], index=[0, 2, 3]) - result = s1.expanding().cov(s2) - expected = Series([None, None, None, 4.5]) - tm.assert_series_equal(result, expected) - - def test_expanding_corr_diff_index(self): - # GH 7512 - s1 = Series([1, 2, 3], index=[0, 1, 2]) - s2 = Series([1, 3], index=[0, 2]) - result = s1.expanding().corr(s2) - expected = Series([None, None, 1.0]) - tm.assert_series_equal(result, expected) - - s2a = Series([1, None, 3], index=[0, 1, 2]) - result = s1.expanding().corr(s2a) - tm.assert_series_equal(result, expected) - - s1 = Series([7, 8, 10], index=[0, 1, 3]) - s2 = Series([7, 9, 10], index=[0, 2, 3]) - result = s1.expanding().corr(s2) - expected = Series([None, None, None, 1.]) - tm.assert_series_equal(result, expected) - - def test_rolling_cov_diff_length(self): - # GH 7512 - s1 = Series([1, 2, 3], index=[0, 1, 2]) - s2 = Series([1, 3], index=[0, 2]) - result = s1.rolling(window=3, min_periods=2).cov(s2) - expected = Series([None, None, 2.0]) - tm.assert_series_equal(result, expected) - - s2a = Series([1, None, 3], index=[0, 1, 2]) - result = s1.rolling(window=3, min_periods=2).cov(s2a) - tm.assert_series_equal(result, expected) - - def test_rolling_corr_diff_length(self): - # GH 7512 - s1 = Series([1, 2, 3], index=[0, 1, 2]) - s2 = Series([1, 3], index=[0, 2]) - result = s1.rolling(window=3, min_periods=2).corr(s2) - expected = Series([None, None, 1.0]) - tm.assert_series_equal(result, expected) - - s2a = Series([1, None, 3], index=[0, 1, 2]) - result = s1.rolling(window=3, min_periods=2).corr(s2a) - tm.assert_series_equal(result, expected) - - def test_rolling_functions_window_non_shrinkage(self): - # GH 7764 - s = Series(range(4)) - s_expected = Series(np.nan, index=s.index) - df = DataFrame([[1, 5], [3, 2], [3, 9], [-1, 0]], columns=['A', 'B']) - df_expected = DataFrame(np.nan, index=df.index, columns=df.columns) - - functions = [lambda x: (x.rolling(window=10, min_periods=5) - .cov(x, pairwise=False)), - lambda x: (x.rolling(window=10, min_periods=5) - .corr(x, pairwise=False)), - lambda x: x.rolling(window=10, min_periods=5).max(), - lambda x: x.rolling(window=10, min_periods=5).min(), - lambda x: x.rolling(window=10, min_periods=5).sum(), - lambda x: x.rolling(window=10, min_periods=5).mean(), - lambda x: x.rolling(window=10, min_periods=5).std(), - lambda x: x.rolling(window=10, min_periods=5).var(), - lambda x: x.rolling(window=10, min_periods=5).skew(), - lambda x: x.rolling(window=10, min_periods=5).kurt(), - lambda x: x.rolling( - window=10, min_periods=5).quantile(quantile=0.5), - lambda x: x.rolling(window=10, min_periods=5).median(), - lambda x: x.rolling(window=10, min_periods=5).apply(sum), - lambda x: x.rolling(win_type='boxcar', - window=10, min_periods=5).mean()] - for f in functions: - try: - s_result = f(s) - tm.assert_series_equal(s_result, s_expected) - - df_result = f(df) - tm.assert_frame_equal(df_result, df_expected) - except (ImportError): - - # scipy needed for rolling_window - continue - - def test_rolling_functions_window_non_shrinkage_binary(self): - - # corr/cov return a MI DataFrame - df = DataFrame([[1, 5], [3, 2], [3, 9], [-1, 0]], - columns=Index(['A', 'B'], name='foo'), - index=Index(range(4), name='bar')) - df_expected = DataFrame( - columns=Index(['A', 'B'], name='foo'), - index=pd.MultiIndex.from_product([df.index, df.columns], - names=['bar', 'foo']), - dtype='float64') - functions = [lambda x: (x.rolling(window=10, min_periods=5) - .cov(x, pairwise=True)), - lambda x: (x.rolling(window=10, min_periods=5) - .corr(x, pairwise=True))] - for f in functions: - df_result = f(df) - tm.assert_frame_equal(df_result, df_expected) - - def test_moment_functions_zero_length(self): - # GH 8056 - s = Series() - s_expected = s - df1 = DataFrame() - df1_expected = df1 - df2 = DataFrame(columns=['a']) - df2['a'] = df2['a'].astype('float64') - df2_expected = df2 - - functions = [lambda x: x.expanding().count(), - lambda x: x.expanding(min_periods=5).cov( - x, pairwise=False), - lambda x: x.expanding(min_periods=5).corr( - x, pairwise=False), - lambda x: x.expanding(min_periods=5).max(), - lambda x: x.expanding(min_periods=5).min(), - lambda x: x.expanding(min_periods=5).sum(), - lambda x: x.expanding(min_periods=5).mean(), - lambda x: x.expanding(min_periods=5).std(), - lambda x: x.expanding(min_periods=5).var(), - lambda x: x.expanding(min_periods=5).skew(), - lambda x: x.expanding(min_periods=5).kurt(), - lambda x: x.expanding(min_periods=5).quantile(0.5), - lambda x: x.expanding(min_periods=5).median(), - lambda x: x.expanding(min_periods=5).apply(sum), - lambda x: x.rolling(window=10).count(), - lambda x: x.rolling(window=10, min_periods=5).cov( - x, pairwise=False), - lambda x: x.rolling(window=10, min_periods=5).corr( - x, pairwise=False), - lambda x: x.rolling(window=10, min_periods=5).max(), - lambda x: x.rolling(window=10, min_periods=5).min(), - lambda x: x.rolling(window=10, min_periods=5).sum(), - lambda x: x.rolling(window=10, min_periods=5).mean(), - lambda x: x.rolling(window=10, min_periods=5).std(), - lambda x: x.rolling(window=10, min_periods=5).var(), - lambda x: x.rolling(window=10, min_periods=5).skew(), - lambda x: x.rolling(window=10, min_periods=5).kurt(), - lambda x: x.rolling( - window=10, min_periods=5).quantile(0.5), - lambda x: x.rolling(window=10, min_periods=5).median(), - lambda x: x.rolling(window=10, min_periods=5).apply(sum), - lambda x: x.rolling(win_type='boxcar', - window=10, min_periods=5).mean(), - ] - for f in functions: - try: - s_result = f(s) - tm.assert_series_equal(s_result, s_expected) - - df1_result = f(df1) - tm.assert_frame_equal(df1_result, df1_expected) - - df2_result = f(df2) - tm.assert_frame_equal(df2_result, df2_expected) - except (ImportError): - - # scipy needed for rolling_window - continue - - def test_moment_functions_zero_length_pairwise(self): - - df1 = DataFrame() - df1_expected = df1 - df2 = DataFrame(columns=Index(['a'], name='foo'), - index=Index([], name='bar')) - df2['a'] = df2['a'].astype('float64') - - df1_expected = DataFrame( - index=pd.MultiIndex.from_product([df1.index, df1.columns]), - columns=Index([])) - df2_expected = DataFrame( - index=pd.MultiIndex.from_product([df2.index, df2.columns], - names=['bar', 'foo']), - columns=Index(['a'], name='foo'), - dtype='float64') - - functions = [lambda x: (x.expanding(min_periods=5) - .cov(x, pairwise=True)), - lambda x: (x.expanding(min_periods=5) - .corr(x, pairwise=True)), - lambda x: (x.rolling(window=10, min_periods=5) - .cov(x, pairwise=True)), - lambda x: (x.rolling(window=10, min_periods=5) - .corr(x, pairwise=True)), - ] - for f in functions: - df1_result = f(df1) - tm.assert_frame_equal(df1_result, df1_expected) - - df2_result = f(df2) - tm.assert_frame_equal(df2_result, df2_expected) - - def test_expanding_cov_pairwise_diff_length(self): - # GH 7512 - df1 = DataFrame([[1, 5], [3, 2], [3, 9]], - columns=Index(['A', 'B'], name='foo')) - df1a = DataFrame([[1, 5], [3, 9]], - index=[0, 2], - columns=Index(['A', 'B'], name='foo')) - df2 = DataFrame([[5, 6], [None, None], [2, 1]], - columns=Index(['X', 'Y'], name='foo')) - df2a = DataFrame([[5, 6], [2, 1]], - index=[0, 2], - columns=Index(['X', 'Y'], name='foo')) - # TODO: xref gh-15826 - # .loc is not preserving the names - result1 = df1.expanding().cov(df2a, pairwise=True).loc[2] - result2 = df1.expanding().cov(df2a, pairwise=True).loc[2] - result3 = df1a.expanding().cov(df2, pairwise=True).loc[2] - result4 = df1a.expanding().cov(df2a, pairwise=True).loc[2] - expected = DataFrame([[-3.0, -6.0], [-5.0, -10.0]], - columns=Index(['A', 'B'], name='foo'), - index=Index(['X', 'Y'], name='foo')) - tm.assert_frame_equal(result1, expected) - tm.assert_frame_equal(result2, expected) - tm.assert_frame_equal(result3, expected) - tm.assert_frame_equal(result4, expected) - - def test_expanding_corr_pairwise_diff_length(self): - # GH 7512 - df1 = DataFrame([[1, 2], [3, 2], [3, 4]], - columns=['A', 'B'], - index=Index(range(3), name='bar')) - df1a = DataFrame([[1, 2], [3, 4]], - index=Index([0, 2], name='bar'), - columns=['A', 'B']) - df2 = DataFrame([[5, 6], [None, None], [2, 1]], - columns=['X', 'Y'], - index=Index(range(3), name='bar')) - df2a = DataFrame([[5, 6], [2, 1]], - index=Index([0, 2], name='bar'), - columns=['X', 'Y']) - result1 = df1.expanding().corr(df2, pairwise=True).loc[2] - result2 = df1.expanding().corr(df2a, pairwise=True).loc[2] - result3 = df1a.expanding().corr(df2, pairwise=True).loc[2] - result4 = df1a.expanding().corr(df2a, pairwise=True).loc[2] - expected = DataFrame([[-1.0, -1.0], [-1.0, -1.0]], - columns=['A', 'B'], - index=Index(['X', 'Y'])) - tm.assert_frame_equal(result1, expected) - tm.assert_frame_equal(result2, expected) - tm.assert_frame_equal(result3, expected) - tm.assert_frame_equal(result4, expected) - - def test_rolling_skew_edge_cases(self): - - all_nan = Series([np.NaN] * 5) - - # yields all NaN (0 variance) - d = Series([1] * 5) - x = d.rolling(window=5).skew() - tm.assert_series_equal(all_nan, x) - - # yields all NaN (window too small) - d = Series(np.random.randn(5)) - x = d.rolling(window=2).skew() - tm.assert_series_equal(all_nan, x) - - # yields [NaN, NaN, NaN, 0.177994, 1.548824] - d = Series([-1.50837035, -0.1297039, 0.19501095, 1.73508164, 0.41941401 - ]) - expected = Series([np.NaN, np.NaN, np.NaN, 0.177994, 1.548824]) - x = d.rolling(window=4).skew() - tm.assert_series_equal(expected, x) - - def test_rolling_kurt_edge_cases(self): - - all_nan = Series([np.NaN] * 5) - - # yields all NaN (0 variance) - d = Series([1] * 5) - x = d.rolling(window=5).kurt() - tm.assert_series_equal(all_nan, x) - - # yields all NaN (window too small) - d = Series(np.random.randn(5)) - x = d.rolling(window=3).kurt() - tm.assert_series_equal(all_nan, x) - - # yields [NaN, NaN, NaN, 1.224307, 2.671499] - d = Series([-1.50837035, -0.1297039, 0.19501095, 1.73508164, 0.41941401 - ]) - expected = Series([np.NaN, np.NaN, np.NaN, 1.224307, 2.671499]) - x = d.rolling(window=4).kurt() - tm.assert_series_equal(expected, x) - - def test_rolling_skew_eq_value_fperr(self): - # #18804 all rolling skew for all equal values should return Nan - a = Series([1.1] * 15).rolling(window=10).skew() - assert np.isnan(a).all() - - def test_rolling_kurt_eq_value_fperr(self): - # #18804 all rolling kurt for all equal values should return Nan - a = Series([1.1] * 15).rolling(window=10).kurt() - assert np.isnan(a).all() - - @pytest.mark.parametrize('func,static_comp', [('sum', np.sum), - ('mean', np.mean), - ('max', np.max), - ('min', np.min)], - ids=['sum', 'mean', 'max', 'min']) - def test_expanding_func(self, func, static_comp): - def expanding_func(x, min_periods=1, center=False, axis=0): - exp = x.expanding(min_periods=min_periods, - center=center, axis=axis) - return getattr(exp, func)() - self._check_expanding(expanding_func, static_comp, preserve_nan=False) - - def test_expanding_apply(self): - - def expanding_mean(x, min_periods=1): - exp = x.expanding(min_periods=min_periods) - return exp.apply(lambda x: x.mean()) - - self._check_expanding(expanding_mean, np.mean) - - ser = Series([]) - tm.assert_series_equal(ser, ser.expanding().apply(lambda x: x.mean())) - - # GH 8080 - s = Series([None, None, None]) - result = s.expanding(min_periods=0).apply(lambda x: len(x)) - expected = Series([1., 2., 3.]) - tm.assert_series_equal(result, expected) - - def _check_expanding(self, func, static_comp, has_min_periods=True, - has_time_rule=True, preserve_nan=True): - - series_result = func(self.series) - assert isinstance(series_result, Series) - frame_result = func(self.frame) - assert isinstance(frame_result, DataFrame) - - result = func(self.series) - tm.assert_almost_equal(result[10], static_comp(self.series[:11])) - - if preserve_nan: - assert result.iloc[self._nan_locs].isna().all() - - ser = Series(randn(50)) - - if has_min_periods: - result = func(ser, min_periods=30) - assert result[:29].isna().all() - tm.assert_almost_equal(result.iloc[-1], static_comp(ser[:50])) - - # min_periods is working correctly - result = func(ser, min_periods=15) - assert isna(result.iloc[13]) - assert notna(result.iloc[14]) - - ser2 = Series(randn(20)) - result = func(ser2, min_periods=5) - assert isna(result[3]) - assert notna(result[4]) - - # min_periods=0 - result0 = func(ser, min_periods=0) - result1 = func(ser, min_periods=1) - tm.assert_almost_equal(result0, result1) - else: - result = func(ser) - tm.assert_almost_equal(result.iloc[-1], static_comp(ser[:50])) - - def test_rolling_max_gh6297(self): - """Replicate result expected in GH #6297""" - - indices = [datetime(1975, 1, i) for i in range(1, 6)] - # So that we can have 2 datapoints on one of the days - indices.append(datetime(1975, 1, 3, 6, 0)) - series = Series(range(1, 7), index=indices) - # Use floats instead of ints as values - series = series.map(lambda x: float(x)) - # Sort chronologically - series = series.sort_index() - - expected = Series([1.0, 2.0, 6.0, 4.0, 5.0], - index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) - x = series.resample('D').max().rolling(window=1).max() - tm.assert_series_equal(expected, x) - - def test_rolling_max_resample(self): - - indices = [datetime(1975, 1, i) for i in range(1, 6)] - # So that we can have 3 datapoints on last day (4, 10, and 20) - indices.append(datetime(1975, 1, 5, 1)) - indices.append(datetime(1975, 1, 5, 2)) - series = Series(list(range(0, 5)) + [10, 20], index=indices) - # Use floats instead of ints as values - series = series.map(lambda x: float(x)) - # Sort chronologically - series = series.sort_index() - - # Default how should be max - expected = Series([0.0, 1.0, 2.0, 3.0, 20.0], - index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) - x = series.resample('D').max().rolling(window=1).max() - tm.assert_series_equal(expected, x) - - # Now specify median (10.0) - expected = Series([0.0, 1.0, 2.0, 3.0, 10.0], - index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) - x = series.resample('D').median().rolling(window=1).max() - tm.assert_series_equal(expected, x) - - # Now specify mean (4+10+20)/3 - v = (4.0 + 10.0 + 20.0) / 3.0 - expected = Series([0.0, 1.0, 2.0, 3.0, v], - index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) - x = series.resample('D').mean().rolling(window=1).max() - tm.assert_series_equal(expected, x) - - def test_rolling_min_resample(self): - - indices = [datetime(1975, 1, i) for i in range(1, 6)] - # So that we can have 3 datapoints on last day (4, 10, and 20) - indices.append(datetime(1975, 1, 5, 1)) - indices.append(datetime(1975, 1, 5, 2)) - series = Series(list(range(0, 5)) + [10, 20], index=indices) - # Use floats instead of ints as values - series = series.map(lambda x: float(x)) - # Sort chronologically - series = series.sort_index() - - # Default how should be min - expected = Series([0.0, 1.0, 2.0, 3.0, 4.0], - index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) - r = series.resample('D').min().rolling(window=1) - tm.assert_series_equal(expected, r.min()) - - def test_rolling_median_resample(self): - - indices = [datetime(1975, 1, i) for i in range(1, 6)] - # So that we can have 3 datapoints on last day (4, 10, and 20) - indices.append(datetime(1975, 1, 5, 1)) - indices.append(datetime(1975, 1, 5, 2)) - series = Series(list(range(0, 5)) + [10, 20], index=indices) - # Use floats instead of ints as values - series = series.map(lambda x: float(x)) - # Sort chronologically - series = series.sort_index() - - # Default how should be median - expected = Series([0.0, 1.0, 2.0, 3.0, 10], - index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) - x = series.resample('D').median().rolling(window=1).median() - tm.assert_series_equal(expected, x) - - def test_rolling_median_memory_error(self): - # GH11722 - n = 20000 - Series(np.random.randn(n)).rolling(window=2, center=False).median() - Series(np.random.randn(n)).rolling(window=2, center=False).median() - - def test_rolling_min_max_numeric_types(self): - - # GH12373 - types_test = [np.dtype("f{}".format(width)) for width in [4, 8]] - types_test.extend([np.dtype("{}{}".format(sign, width)) - for width in [1, 2, 4, 8] for sign in "ui"]) - for data_type in types_test: - # Just testing that these don't throw exceptions and that - # the return type is float64. Other tests will cover quantitative - # correctness - result = (DataFrame(np.arange(20, dtype=data_type)) - .rolling(window=5).max()) - assert result.dtypes[0] == np.dtype("f8") - result = (DataFrame(np.arange(20, dtype=data_type)) - .rolling(window=5).min()) - assert result.dtypes[0] == np.dtype("f8") - - -class TestGrouperGrouping(object): - - def setup_method(self, method): - self.series = Series(np.arange(10)) - self.frame = DataFrame({'A': [1] * 20 + [2] * 12 + [3] * 8, - 'B': np.arange(40)}) - - def test_mutated(self): - - def f(): - self.frame.groupby('A', foo=1) - pytest.raises(TypeError, f) - - g = self.frame.groupby('A') - assert not g.mutated - g = self.frame.groupby('A', mutated=True) - assert g.mutated - - def test_getitem(self): - g = self.frame.groupby('A') - g_mutated = self.frame.groupby('A', mutated=True) - - expected = g_mutated.B.apply(lambda x: x.rolling(2).mean()) - - result = g.rolling(2).mean().B - tm.assert_series_equal(result, expected) - - result = g.rolling(2).B.mean() - tm.assert_series_equal(result, expected) - - result = g.B.rolling(2).mean() - tm.assert_series_equal(result, expected) - - result = self.frame.B.groupby(self.frame.A).rolling(2).mean() - tm.assert_series_equal(result, expected) - - def test_getitem_multiple(self): - - # GH 13174 - g = self.frame.groupby('A') - r = g.rolling(2) - g_mutated = self.frame.groupby('A', mutated=True) - expected = g_mutated.B.apply(lambda x: x.rolling(2).count()) - - result = r.B.count() - tm.assert_series_equal(result, expected) - - result = r.B.count() - tm.assert_series_equal(result, expected) - - def test_rolling(self): - g = self.frame.groupby('A') - r = g.rolling(window=4) - - for f in ['sum', 'mean', 'min', 'max', 'count', 'kurt', 'skew']: - - result = getattr(r, f)() - expected = g.apply(lambda x: getattr(x.rolling(4), f)()) - tm.assert_frame_equal(result, expected) - - for f in ['std', 'var']: - result = getattr(r, f)(ddof=1) - expected = g.apply(lambda x: getattr(x.rolling(4), f)(ddof=1)) - tm.assert_frame_equal(result, expected) - - result = r.quantile(0.5) - expected = g.apply(lambda x: x.rolling(4).quantile(0.5)) - tm.assert_frame_equal(result, expected) - - def test_rolling_corr_cov(self): - g = self.frame.groupby('A') - r = g.rolling(window=4) - - for f in ['corr', 'cov']: - result = getattr(r, f)(self.frame) - - def func(x): - return getattr(x.rolling(4), f)(self.frame) - expected = g.apply(func) - tm.assert_frame_equal(result, expected) - - result = getattr(r.B, f)(pairwise=True) - - def func(x): - return getattr(x.B.rolling(4), f)(pairwise=True) - expected = g.apply(func) - tm.assert_series_equal(result, expected) - - def test_rolling_apply(self): - g = self.frame.groupby('A') - r = g.rolling(window=4) - - # reduction - result = r.apply(lambda x: x.sum()) - expected = g.apply(lambda x: x.rolling(4).apply(lambda y: y.sum())) - tm.assert_frame_equal(result, expected) - - def test_expanding(self): - g = self.frame.groupby('A') - r = g.expanding() - - for f in ['sum', 'mean', 'min', 'max', 'count', 'kurt', 'skew']: - - result = getattr(r, f)() - expected = g.apply(lambda x: getattr(x.expanding(), f)()) - tm.assert_frame_equal(result, expected) - - for f in ['std', 'var']: - result = getattr(r, f)(ddof=0) - expected = g.apply(lambda x: getattr(x.expanding(), f)(ddof=0)) - tm.assert_frame_equal(result, expected) - - result = r.quantile(0.5) - expected = g.apply(lambda x: x.expanding().quantile(0.5)) - tm.assert_frame_equal(result, expected) - - def test_expanding_corr_cov(self): - g = self.frame.groupby('A') - r = g.expanding() - - for f in ['corr', 'cov']: - result = getattr(r, f)(self.frame) - - def func(x): - return getattr(x.expanding(), f)(self.frame) - expected = g.apply(func) - tm.assert_frame_equal(result, expected) - - result = getattr(r.B, f)(pairwise=True) - - def func(x): - return getattr(x.B.expanding(), f)(pairwise=True) - expected = g.apply(func) - tm.assert_series_equal(result, expected) - - def test_expanding_apply(self): - g = self.frame.groupby('A') - r = g.expanding() - - # reduction - result = r.apply(lambda x: x.sum()) - expected = g.apply(lambda x: x.expanding().apply(lambda y: y.sum())) - tm.assert_frame_equal(result, expected) - - -class TestRollingTS(object): - - # rolling time-series friendly - # xref GH13327 - - def setup_method(self, method): - - self.regular = DataFrame({'A': pd.date_range('20130101', - periods=5, - freq='s'), - 'B': range(5)}).set_index('A') - - self.ragged = DataFrame({'B': range(5)}) - self.ragged.index = [Timestamp('20130101 09:00:00'), - Timestamp('20130101 09:00:02'), - Timestamp('20130101 09:00:03'), - Timestamp('20130101 09:00:05'), - Timestamp('20130101 09:00:06')] - - def test_doc_string(self): - - df = DataFrame({'B': [0, 1, 2, np.nan, 4]}, - index=[Timestamp('20130101 09:00:00'), - Timestamp('20130101 09:00:02'), - Timestamp('20130101 09:00:03'), - Timestamp('20130101 09:00:05'), - Timestamp('20130101 09:00:06')]) - df - df.rolling('2s').sum() - - def test_valid(self): - - df = self.regular - - # not a valid freq - with pytest.raises(ValueError): - df.rolling(window='foobar') - - # not a datetimelike index - with pytest.raises(ValueError): - df.reset_index().rolling(window='foobar') - - # non-fixed freqs - for freq in ['2MS', pd.offsets.MonthBegin(2)]: - with pytest.raises(ValueError): - df.rolling(window=freq) - - for freq in ['1D', pd.offsets.Day(2), '2ms']: - df.rolling(window=freq) - - # non-integer min_periods - for minp in [1.0, 'foo', np.array([1, 2, 3])]: - with pytest.raises(ValueError): - df.rolling(window='1D', min_periods=minp) - - # center is not implemented - with pytest.raises(NotImplementedError): - df.rolling(window='1D', center=True) - - def test_on(self): - - df = self.regular - - # not a valid column - with pytest.raises(ValueError): - df.rolling(window='2s', on='foobar') - - # column is valid - df = df.copy() - df['C'] = pd.date_range('20130101', periods=len(df)) - df.rolling(window='2d', on='C').sum() - - # invalid columns - with pytest.raises(ValueError): - df.rolling(window='2d', on='B') - - # ok even though on non-selected - df.rolling(window='2d', on='C').B.sum() - - def test_monotonic_on(self): - - # on/index must be monotonic - df = DataFrame({'A': pd.date_range('20130101', - periods=5, - freq='s'), - 'B': range(5)}) - - assert df.A.is_monotonic - df.rolling('2s', on='A').sum() - - df = df.set_index('A') - assert df.index.is_monotonic - df.rolling('2s').sum() - - # non-monotonic - df.index = reversed(df.index.tolist()) - assert not df.index.is_monotonic - - with pytest.raises(ValueError): - df.rolling('2s').sum() - - df = df.reset_index() - with pytest.raises(ValueError): - df.rolling('2s', on='A').sum() - - def test_frame_on(self): - - df = DataFrame({'B': range(5), - 'C': pd.date_range('20130101 09:00:00', - periods=5, - freq='3s')}) - - df['A'] = [Timestamp('20130101 09:00:00'), - Timestamp('20130101 09:00:02'), - Timestamp('20130101 09:00:03'), - Timestamp('20130101 09:00:05'), - Timestamp('20130101 09:00:06')] - - # we are doing simulating using 'on' - expected = (df.set_index('A') - .rolling('2s') - .B - .sum() - .reset_index(drop=True) - ) - - result = (df.rolling('2s', on='A') - .B - .sum() - ) - tm.assert_series_equal(result, expected) - - # test as a frame - # we should be ignoring the 'on' as an aggregation column - # note that the expected is setting, computing, and resetting - # so the columns need to be switched compared - # to the actual result where they are ordered as in the - # original - expected = (df.set_index('A') - .rolling('2s')[['B']] - .sum() - .reset_index()[['B', 'A']] - ) - - result = (df.rolling('2s', on='A')[['B']] - .sum() - ) - tm.assert_frame_equal(result, expected) - - def test_frame_on2(self): - - # using multiple aggregation columns - df = DataFrame({'A': [0, 1, 2, 3, 4], - 'B': [0, 1, 2, np.nan, 4], - 'C': Index([Timestamp('20130101 09:00:00'), - Timestamp('20130101 09:00:02'), - Timestamp('20130101 09:00:03'), - Timestamp('20130101 09:00:05'), - Timestamp('20130101 09:00:06')])}, - columns=['A', 'C', 'B']) - - expected1 = DataFrame({'A': [0., 1, 3, 3, 7], - 'B': [0, 1, 3, np.nan, 4], - 'C': df['C']}, - columns=['A', 'C', 'B']) - - result = df.rolling('2s', on='C').sum() - expected = expected1 - tm.assert_frame_equal(result, expected) - - expected = Series([0, 1, 3, np.nan, 4], name='B') - result = df.rolling('2s', on='C').B.sum() - tm.assert_series_equal(result, expected) - - expected = expected1[['A', 'B', 'C']] - result = df.rolling('2s', on='C')[['A', 'B', 'C']].sum() - tm.assert_frame_equal(result, expected) - - def test_basic_regular(self): - - df = self.regular.copy() - - df.index = pd.date_range('20130101', periods=5, freq='D') - expected = df.rolling(window=1, min_periods=1).sum() - result = df.rolling(window='1D').sum() - tm.assert_frame_equal(result, expected) - - df.index = pd.date_range('20130101', periods=5, freq='2D') - expected = df.rolling(window=1, min_periods=1).sum() - result = df.rolling(window='2D', min_periods=1).sum() - tm.assert_frame_equal(result, expected) - - expected = df.rolling(window=1, min_periods=1).sum() - result = df.rolling(window='2D', min_periods=1).sum() - tm.assert_frame_equal(result, expected) - - expected = df.rolling(window=1).sum() - result = df.rolling(window='2D').sum() - tm.assert_frame_equal(result, expected) - - def test_min_periods(self): - - # compare for min_periods - df = self.regular - - # these slightly different - expected = df.rolling(2, min_periods=1).sum() - result = df.rolling('2s').sum() - tm.assert_frame_equal(result, expected) - - expected = df.rolling(2, min_periods=1).sum() - result = df.rolling('2s', min_periods=1).sum() - tm.assert_frame_equal(result, expected) - - def test_closed(self): - - # xref GH13965 - - df = DataFrame({'A': [1] * 5}, - index=[Timestamp('20130101 09:00:01'), - Timestamp('20130101 09:00:02'), - Timestamp('20130101 09:00:03'), - Timestamp('20130101 09:00:04'), - Timestamp('20130101 09:00:06')]) - - # closed must be 'right', 'left', 'both', 'neither' - with pytest.raises(ValueError): - self.regular.rolling(window='2s', closed="blabla") - - expected = df.copy() - expected["A"] = [1.0, 2, 2, 2, 1] - result = df.rolling('2s', closed='right').sum() - tm.assert_frame_equal(result, expected) - - # default should be 'right' - result = df.rolling('2s').sum() - tm.assert_frame_equal(result, expected) - - expected = df.copy() - expected["A"] = [1.0, 2, 3, 3, 2] - result = df.rolling('2s', closed='both').sum() - tm.assert_frame_equal(result, expected) - - expected = df.copy() - expected["A"] = [np.nan, 1.0, 2, 2, 1] - result = df.rolling('2s', closed='left').sum() - tm.assert_frame_equal(result, expected) - - expected = df.copy() - expected["A"] = [np.nan, 1.0, 1, 1, np.nan] - result = df.rolling('2s', closed='neither').sum() - tm.assert_frame_equal(result, expected) - - def test_ragged_sum(self): - - df = self.ragged - result = df.rolling(window='1s', min_periods=1).sum() - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=1).sum() - expected = df.copy() - expected['B'] = [0.0, 1, 3, 3, 7] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=2).sum() - expected = df.copy() - expected['B'] = [np.nan, np.nan, 3, np.nan, 7] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='3s', min_periods=1).sum() - expected = df.copy() - expected['B'] = [0.0, 1, 3, 5, 7] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='3s').sum() - expected = df.copy() - expected['B'] = [0.0, 1, 3, 5, 7] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='4s', min_periods=1).sum() - expected = df.copy() - expected['B'] = [0.0, 1, 3, 6, 9] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='4s', min_periods=3).sum() - expected = df.copy() - expected['B'] = [np.nan, np.nan, 3, 6, 9] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='5s', min_periods=1).sum() - expected = df.copy() - expected['B'] = [0.0, 1, 3, 6, 10] - tm.assert_frame_equal(result, expected) - - def test_ragged_mean(self): - - df = self.ragged - result = df.rolling(window='1s', min_periods=1).mean() - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=1).mean() - expected = df.copy() - expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] - tm.assert_frame_equal(result, expected) - - def test_ragged_median(self): - - df = self.ragged - result = df.rolling(window='1s', min_periods=1).median() - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=1).median() - expected = df.copy() - expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] - tm.assert_frame_equal(result, expected) - - def test_ragged_quantile(self): - - df = self.ragged - result = df.rolling(window='1s', min_periods=1).quantile(0.5) - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=1).quantile(0.5) - expected = df.copy() - expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] - tm.assert_frame_equal(result, expected) - - def test_ragged_std(self): - - df = self.ragged - result = df.rolling(window='1s', min_periods=1).std(ddof=0) - expected = df.copy() - expected['B'] = [0.0] * 5 - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='1s', min_periods=1).std(ddof=1) - expected = df.copy() - expected['B'] = [np.nan] * 5 - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='3s', min_periods=1).std(ddof=0) - expected = df.copy() - expected['B'] = [0.0] + [0.5] * 4 - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='5s', min_periods=1).std(ddof=1) - expected = df.copy() - expected['B'] = [np.nan, 0.707107, 1.0, 1.0, 1.290994] - tm.assert_frame_equal(result, expected) - - def test_ragged_var(self): - - df = self.ragged - result = df.rolling(window='1s', min_periods=1).var(ddof=0) - expected = df.copy() - expected['B'] = [0.0] * 5 - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='1s', min_periods=1).var(ddof=1) - expected = df.copy() - expected['B'] = [np.nan] * 5 - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='3s', min_periods=1).var(ddof=0) - expected = df.copy() - expected['B'] = [0.0] + [0.25] * 4 - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='5s', min_periods=1).var(ddof=1) - expected = df.copy() - expected['B'] = [np.nan, 0.5, 1.0, 1.0, 1 + 2 / 3.] - tm.assert_frame_equal(result, expected) - - def test_ragged_skew(self): - - df = self.ragged - result = df.rolling(window='3s', min_periods=1).skew() - expected = df.copy() - expected['B'] = [np.nan] * 5 - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='5s', min_periods=1).skew() - expected = df.copy() - expected['B'] = [np.nan] * 2 + [0.0, 0.0, 0.0] - tm.assert_frame_equal(result, expected) - - def test_ragged_kurt(self): - - df = self.ragged - result = df.rolling(window='3s', min_periods=1).kurt() - expected = df.copy() - expected['B'] = [np.nan] * 5 - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='5s', min_periods=1).kurt() - expected = df.copy() - expected['B'] = [np.nan] * 4 + [-1.2] - tm.assert_frame_equal(result, expected) - - def test_ragged_count(self): - - df = self.ragged - result = df.rolling(window='1s', min_periods=1).count() - expected = df.copy() - expected['B'] = [1.0, 1, 1, 1, 1] - tm.assert_frame_equal(result, expected) - - df = self.ragged - result = df.rolling(window='1s').count() - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=1).count() - expected = df.copy() - expected['B'] = [1.0, 1, 2, 1, 2] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=2).count() - expected = df.copy() - expected['B'] = [np.nan, np.nan, 2, np.nan, 2] - tm.assert_frame_equal(result, expected) - - def test_regular_min(self): - - df = DataFrame({'A': pd.date_range('20130101', - periods=5, - freq='s'), - 'B': [0.0, 1, 2, 3, 4]}).set_index('A') - result = df.rolling('1s').min() - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - df = DataFrame({'A': pd.date_range('20130101', - periods=5, - freq='s'), - 'B': [5, 4, 3, 4, 5]}).set_index('A') - - tm.assert_frame_equal(result, expected) - result = df.rolling('2s').min() - expected = df.copy() - expected['B'] = [5.0, 4, 3, 3, 4] - tm.assert_frame_equal(result, expected) - - result = df.rolling('5s').min() - expected = df.copy() - expected['B'] = [5.0, 4, 3, 3, 3] - tm.assert_frame_equal(result, expected) - - def test_ragged_min(self): - - df = self.ragged - - result = df.rolling(window='1s', min_periods=1).min() - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=1).min() - expected = df.copy() - expected['B'] = [0.0, 1, 1, 3, 3] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='5s', min_periods=1).min() - expected = df.copy() - expected['B'] = [0.0, 0, 0, 1, 1] - tm.assert_frame_equal(result, expected) - - def test_perf_min(self): - - N = 10000 - - dfp = DataFrame({'B': np.random.randn(N)}, - index=pd.date_range('20130101', - periods=N, - freq='s')) - expected = dfp.rolling(2, min_periods=1).min() - result = dfp.rolling('2s').min() - assert ((result - expected) < 0.01).all().bool() - - expected = dfp.rolling(200, min_periods=1).min() - result = dfp.rolling('200s').min() - assert ((result - expected) < 0.01).all().bool() - - def test_ragged_max(self): - - df = self.ragged - - result = df.rolling(window='1s', min_periods=1).max() - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=1).max() - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='5s', min_periods=1).max() - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - def test_ragged_apply(self): - - df = self.ragged - - f = lambda x: 1 - result = df.rolling(window='1s', min_periods=1).apply(f) - expected = df.copy() - expected['B'] = 1. - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=1).apply(f) - expected = df.copy() - expected['B'] = 1. - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='5s', min_periods=1).apply(f) - expected = df.copy() - expected['B'] = 1. - tm.assert_frame_equal(result, expected) - - def test_all(self): - - # simple comparison of integer vs time-based windowing - df = self.regular * 2 - er = df.rolling(window=1) - r = df.rolling(window='1s') - - for f in ['sum', 'mean', 'count', 'median', 'std', - 'var', 'kurt', 'skew', 'min', 'max']: - - result = getattr(r, f)() - expected = getattr(er, f)() - tm.assert_frame_equal(result, expected) - - result = r.quantile(0.5) - expected = er.quantile(0.5) - tm.assert_frame_equal(result, expected) - - result = r.apply(lambda x: 1) - expected = er.apply(lambda x: 1) - tm.assert_frame_equal(result, expected) - - def test_all2(self): - - # more sophisticated comparison of integer vs. - # time-based windowing - df = DataFrame({'B': np.arange(50)}, - index=pd.date_range('20130101', - periods=50, freq='H') - ) - # in-range data - dft = df.between_time("09:00", "16:00") - - r = dft.rolling(window='5H') - - for f in ['sum', 'mean', 'count', 'median', 'std', - 'var', 'kurt', 'skew', 'min', 'max']: - - result = getattr(r, f)() - - # we need to roll the days separately - # to compare with a time-based roll - # finally groupby-apply will return a multi-index - # so we need to drop the day - def agg_by_day(x): - x = x.between_time("09:00", "16:00") - return getattr(x.rolling(5, min_periods=1), f)() - expected = df.groupby(df.index.day).apply( - agg_by_day).reset_index(level=0, drop=True) - - tm.assert_frame_equal(result, expected) - - def test_groupby_monotonic(self): - - # GH 15130 - # we don't need to validate monotonicity when grouping - - data = [ - ['David', '1/1/2015', 100], ['David', '1/5/2015', 500], - ['David', '5/30/2015', 50], ['David', '7/25/2015', 50], - ['Ryan', '1/4/2014', 100], ['Ryan', '1/19/2015', 500], - ['Ryan', '3/31/2016', 50], ['Joe', '7/1/2015', 100], - ['Joe', '9/9/2015', 500], ['Joe', '10/15/2015', 50]] - - df = DataFrame(data=data, columns=['name', 'date', 'amount']) - df['date'] = pd.to_datetime(df['date']) - - expected = df.set_index('date').groupby('name').apply( - lambda x: x.rolling('180D')['amount'].sum()) - result = df.groupby('name').rolling('180D', on='date')['amount'].sum() - tm.assert_series_equal(result, expected) - - def test_non_monotonic(self): - # GH 13966 (similar to #15130, closed by #15175) - - dates = pd.date_range(start='2016-01-01 09:30:00', - periods=20, freq='s') - df = DataFrame({'A': [1] * 20 + [2] * 12 + [3] * 8, - 'B': np.concatenate((dates, dates)), - 'C': np.arange(40)}) - - result = df.groupby('A').rolling('4s', on='B').C.mean() - expected = df.set_index('B').groupby('A').apply( - lambda x: x.rolling('4s')['C'].mean()) - tm.assert_series_equal(result, expected) - - df2 = df.sort_values('B') - result = df2.groupby('A').rolling('4s', on='B').C.mean() - tm.assert_series_equal(result, expected) - - def test_rolling_cov_offset(self): - # GH16058 - - idx = pd.date_range('2017-01-01', periods=24, freq='1h') - ss = Series(np.arange(len(idx)), index=idx) - - result = ss.rolling('2h').cov() - expected = Series([np.nan] + [0.5] * (len(idx) - 1), index=idx) - tm.assert_series_equal(result, expected) - - expected2 = ss.rolling(2, min_periods=1).cov() - tm.assert_series_equal(result, expected2) - - result = ss.rolling('3h').cov() - expected = Series([np.nan, 0.5] + [1.0] * (len(idx) - 2), index=idx) - tm.assert_series_equal(result, expected) - - expected2 = ss.rolling(3, min_periods=1).cov() - tm.assert_series_equal(result, expected2)

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0000000000000..dabdb1e8e689c --- /dev/null +++ b/pandas/tests/test_window.py @@ -0,0 +1,3755 @@ +from itertools import product +import pytest +import warnings +from warnings import catch_warnings + +from datetime import datetime, timedelta +from numpy.random import randn +import numpy as np + +import pandas as pd +from pandas import (Series, DataFrame, bdate_range, + isna, notna, concat, Timestamp, Index) +import pandas.core.window as rwindow +import pandas.tseries.offsets as offsets +from pandas.core.base import SpecificationError +from pandas.errors import UnsupportedFunctionCall +from pandas.core.sorting import safe_sort +import pandas.util.testing as tm +import pandas.util._test_decorators as td +from pandas.compat import range, zip + +N, K = 100, 10 + + +def assert_equal(left, right): + if isinstance(left, Series): + tm.assert_series_equal(left, right) + else: + tm.assert_frame_equal(left, right) + + +class Base(object): + + _nan_locs = np.arange(20, 40) + _inf_locs = np.array([]) + + def _create_data(self): + arr = randn(N) + arr[self._nan_locs] = np.NaN + + self.arr = arr + self.rng = bdate_range(datetime(2009, 1, 1), periods=N) + self.series = Series(arr.copy(), index=self.rng) + self.frame = DataFrame(randn(N, K), index=self.rng, + columns=np.arange(K)) + + +class TestApi(Base): + + def setup_method(self, method): + self._create_data() + + def test_getitem(self): + + r = self.frame.rolling(window=5) + tm.assert_index_equal(r._selected_obj.columns, self.frame.columns) + + r = self.frame.rolling(window=5)[1] + assert r._selected_obj.name == self.frame.columns[1] + + # technically this is allowed + r = self.frame.rolling(window=5)[1, 3] + tm.assert_index_equal(r._selected_obj.columns, + self.frame.columns[[1, 3]]) + + r = self.frame.rolling(window=5)[[1, 3]] + tm.assert_index_equal(r._selected_obj.columns, + self.frame.columns[[1, 3]]) + + def test_select_bad_cols(self): + df = DataFrame([[1, 2]], columns=['A', 'B']) + g = df.rolling(window=5) + pytest.raises(KeyError, g.__getitem__, ['C']) # g[['C']] + + pytest.raises(KeyError, g.__getitem__, ['A', 'C']) # g[['A', 'C']] + with tm.assert_raises_regex(KeyError, '^[^A]+$'): + # A should not be referenced as a bad column... + # will have to rethink regex if you change message! + g[['A', 'C']] + + def test_attribute_access(self): + + df = DataFrame([[1, 2]], columns=['A', 'B']) + r = df.rolling(window=5) + tm.assert_series_equal(r.A.sum(), r['A'].sum()) + pytest.raises(AttributeError, lambda: r.F) + + def tests_skip_nuisance(self): + + df = DataFrame({'A': range(5), 'B': range(5, 10), 'C': 'foo'}) + + r = df.rolling(window=3) + result = r[['A', 'B']].sum() + expected = DataFrame({'A': [np.nan, np.nan, 3, 6, 9], + 'B': [np.nan, np.nan, 18, 21, 24]}, + columns=list('AB')) + tm.assert_frame_equal(result, expected) + + expected = concat([r[['A', 'B']].sum(), df[['C']]], axis=1) + result = r.sum() + tm.assert_frame_equal(result, expected, check_like=True) + + def test_agg(self): + df = DataFrame({'A': range(5), 'B': range(0, 10, 2)}) + + r = df.rolling(window=3) + a_mean = r['A'].mean() + a_std = r['A'].std() + a_sum = r['A'].sum() + b_mean = r['B'].mean() + b_std = r['B'].std() + b_sum = r['B'].sum() + + result = r.aggregate([np.mean, np.std]) + expected = concat([a_mean, a_std, b_mean, b_std], axis=1) + expected.columns = pd.MultiIndex.from_product([['A', 'B'], ['mean', + 'std']]) + tm.assert_frame_equal(result, expected) + + result = r.aggregate({'A': np.mean, 'B': np.std}) + + expected = concat([a_mean, b_std], axis=1) + tm.assert_frame_equal(result, expected, check_like=True) + + result = r.aggregate({'A': ['mean', 'std']}) + expected = concat([a_mean, a_std], axis=1) + expected.columns = pd.MultiIndex.from_tuples([('A', 'mean'), ('A', + 'std')]) + tm.assert_frame_equal(result, expected) + + result = r['A'].aggregate(['mean', 'sum']) + expected = concat([a_mean, a_sum], axis=1) + expected.columns = ['mean', 'sum'] + tm.assert_frame_equal(result, expected) + + with catch_warnings(record=True): + result = r.aggregate({'A': {'mean': 'mean', 'sum': 'sum'}}) + expected = concat([a_mean, a_sum], axis=1) + expected.columns = pd.MultiIndex.from_tuples([('A', 'mean'), + ('A', 'sum')]) + tm.assert_frame_equal(result, expected, check_like=True) + + with catch_warnings(record=True): + result = r.aggregate({'A': {'mean': 'mean', + 'sum': 'sum'}, + 'B': {'mean2': 'mean', + 'sum2': 'sum'}}) + expected = concat([a_mean, a_sum, b_mean, b_sum], axis=1) + exp_cols = [('A', 'mean'), ('A', 'sum'), ('B', 'mean2'), ('B', 'sum2')] + expected.columns = pd.MultiIndex.from_tuples(exp_cols) + tm.assert_frame_equal(result, expected, check_like=True) + + result = r.aggregate({'A': ['mean', 'std'], 'B': ['mean', 'std']}) + expected = concat([a_mean, a_std, b_mean, b_std], axis=1) + + exp_cols = [('A', 'mean'), ('A', 'std'), ('B', 'mean'), ('B', 'std')] + expected.columns = pd.MultiIndex.from_tuples(exp_cols) + tm.assert_frame_equal(result, expected, check_like=True) + + # passed lambda + result = r.agg({'A': np.sum, 'B': lambda x: np.std(x, ddof=1)}) + rcustom = r['B'].apply(lambda x: np.std(x, ddof=1)) + expected = concat([a_sum, rcustom], axis=1) + tm.assert_frame_equal(result, expected, check_like=True) + + def test_agg_consistency(self): + + df = DataFrame({'A': range(5), 'B': range(0, 10, 2)}) + r = df.rolling(window=3) + + result = r.agg([np.sum, np.mean]).columns + expected = pd.MultiIndex.from_product([list('AB'), ['sum', 'mean']]) + tm.assert_index_equal(result, expected) + + result = r['A'].agg([np.sum, np.mean]).columns + expected = Index(['sum', 'mean']) + tm.assert_index_equal(result, expected) + + result = r.agg({'A': [np.sum, np.mean]}).columns + expected = pd.MultiIndex.from_tuples([('A', 'sum'), ('A', 'mean')]) + tm.assert_index_equal(result, expected) + + def test_agg_nested_dicts(self): + + # API change for disallowing these types of nested dicts + df = DataFrame({'A': range(5), 'B': range(0, 10, 2)}) + r = df.rolling(window=3) + + def f(): + r.aggregate({'r1': {'A': ['mean', 'sum']}, + 'r2': {'B': ['mean', 'sum']}}) + + pytest.raises(SpecificationError, f) + + expected = concat([r['A'].mean(), r['A'].std(), + r['B'].mean(), r['B'].std()], axis=1) + expected.columns = pd.MultiIndex.from_tuples([('ra', 'mean'), ( + 'ra', 'std'), ('rb', 'mean'), ('rb', 'std')]) + with catch_warnings(record=True): + result = r[['A', 'B']].agg({'A': {'ra': ['mean', 'std']}, + 'B': {'rb': ['mean', 'std']}}) + tm.assert_frame_equal(result, expected, check_like=True) + + with catch_warnings(record=True): + result = r.agg({'A': {'ra': ['mean', 'std']}, + 'B': {'rb': ['mean', 'std']}}) + expected.columns = pd.MultiIndex.from_tuples([('A', 'ra', 'mean'), ( + 'A', 'ra', 'std'), ('B', 'rb', 'mean'), ('B', 'rb', 'std')]) + tm.assert_frame_equal(result, expected, check_like=True) + + def test_count_nonnumeric_types(self): + # GH12541 + cols = ['int', 'float', 'string', 'datetime', 'timedelta', 'periods', + 'fl_inf', 'fl_nan', 'str_nan', 'dt_nat', 'periods_nat'] + + df = DataFrame( + {'int': [1, 2, 3], + 'float': [4., 5., 6.], + 'string': list('abc'), + 'datetime': pd.date_range('20170101', periods=3), + 'timedelta': pd.timedelta_range('1 s', periods=3, freq='s'), + 'periods': [pd.Period('2012-01'), pd.Period('2012-02'), + pd.Period('2012-03')], + 'fl_inf': [1., 2., np.Inf], + 'fl_nan': [1., 2., np.NaN], + 'str_nan': ['aa', 'bb', np.NaN], + 'dt_nat': [Timestamp('20170101'), Timestamp('20170203'), + Timestamp(None)], + 'periods_nat': [pd.Period('2012-01'), pd.Period('2012-02'), + pd.Period(None)]}, + columns=cols) + + expected = DataFrame( + {'int': [1., 2., 2.], + 'float': [1., 2., 2.], + 'string': [1., 2., 2.], + 'datetime': [1., 2., 2.], + 'timedelta': [1., 2., 2.], + 'periods': [1., 2., 2.], + 'fl_inf': [1., 2., 2.], + 'fl_nan': [1., 2., 1.], + 'str_nan': [1., 2., 1.], + 'dt_nat': [1., 2., 1.], + 'periods_nat': [1., 2., 1.]}, + columns=cols) + + result = df.rolling(window=2).count() + tm.assert_frame_equal(result, expected) + + result = df.rolling(1).count() + expected = df.notna().astype(float) + tm.assert_frame_equal(result, expected) + + @td.skip_if_no_scipy + def test_window_with_args(self): + # make sure that we are aggregating window functions correctly with arg + r = Series(np.random.randn(100)).rolling(window=10, min_periods=1, + win_type='gaussian') + expected = concat([r.mean(std=10), r.mean(std=.01)], axis=1) + expected.columns = ['', ''] + result = r.aggregate([lambda x: x.mean(std=10), + lambda x: x.mean(std=.01)]) + tm.assert_frame_equal(result, expected) + + def a(x): + return x.mean(std=10) + + def b(x): + return x.mean(std=0.01) + + expected = concat([r.mean(std=10), r.mean(std=.01)], axis=1) + expected.columns = ['a', 'b'] + result = r.aggregate([a, b]) + tm.assert_frame_equal(result, expected) + + def test_preserve_metadata(self): + # GH 10565 + s = Series(np.arange(100), name='foo') + + s2 = s.rolling(30).sum() + s3 = s.rolling(20).sum() + assert s2.name == 'foo' + assert s3.name == 'foo' + + +class TestWindow(Base): + + def setup_method(self, method): + self._create_data() + + @td.skip_if_no_scipy + def test_constructor(self): + # GH 12669 + + for o in [self.series, self.frame]: + c = o.rolling + + # valid + c(win_type='boxcar', window=2, min_periods=1) + c(win_type='boxcar', window=2, min_periods=1, center=True) + c(win_type='boxcar', window=2, min_periods=1, center=False) + + for wt in ['boxcar', 'triang', 'blackman', 'hamming', 'bartlett', + 'bohman', 'blackmanharris', 'nuttall', 'barthann']: + c(win_type=wt, window=2) + + # not valid + for w in [2., 'foo', np.array([2])]: + with pytest.raises(ValueError): + c(win_type='boxcar', window=2, min_periods=w) + with pytest.raises(ValueError): + c(win_type='boxcar', window=2, min_periods=1, center=w) + + for wt in ['foobar', 1]: + with pytest.raises(ValueError): + c(win_type=wt, window=2) + + def test_numpy_compat(self): + # see gh-12811 + w = rwindow.Window(Series([2, 4, 6]), window=[0, 2]) + + msg = "numpy operations are not valid with window objects" + + for func in ('sum', 'mean'): + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(w, func), 1, 2, 3) + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(w, func), dtype=np.float64) + + +class TestRolling(Base): + + def setup_method(self, method): + self._create_data() + + def test_doc_string(self): + + df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) + df + df.rolling(2).sum() + df.rolling(2, min_periods=1).sum() + + def test_constructor(self): + # GH 12669 + + for o in [self.series, self.frame]: + c = o.rolling + + # valid + c(window=2) + c(window=2, min_periods=1) + c(window=2, min_periods=1, center=True) + c(window=2, min_periods=1, center=False) + + # GH 13383 + c(0) + with pytest.raises(ValueError): + c(-1) + + # not valid + for w in [2., 'foo', np.array([2])]: + with pytest.raises(ValueError): + c(window=w) + with pytest.raises(ValueError): + c(window=2, min_periods=w) + with pytest.raises(ValueError): + c(window=2, min_periods=1, center=w) + + @td.skip_if_no_scipy + def test_constructor_with_win_type(self): + # GH 13383 + for o in [self.series, self.frame]: + c = o.rolling + c(0, win_type='boxcar') + with pytest.raises(ValueError): + c(-1, win_type='boxcar') + + def test_constructor_with_timedelta_window(self): + # GH 15440 + n = 10 + df = DataFrame({'value': np.arange(n)}, + index=pd.date_range('2015-12-24', periods=n, freq="D")) + expected_data = np.append([0., 1.], np.arange(3., 27., 3)) + for window in [timedelta(days=3), pd.Timedelta(days=3)]: + result = df.rolling(window=window).sum() + expected = DataFrame({'value': expected_data}, + index=pd.date_range('2015-12-24', periods=n, + freq="D")) + tm.assert_frame_equal(result, expected) + expected = df.rolling('3D').sum() + tm.assert_frame_equal(result, expected) + + @pytest.mark.parametrize( + 'window', [timedelta(days=3), pd.Timedelta(days=3), '3D']) + def test_constructor_with_timedelta_window_and_minperiods(self, window): + # GH 15305 + n = 10 + df = DataFrame({'value': np.arange(n)}, + index=pd.date_range('2017-08-08', periods=n, freq="D")) + expected = DataFrame( + {'value': np.append([np.NaN, 1.], np.arange(3., 27., 3))}, + index=pd.date_range('2017-08-08', periods=n, freq="D")) + result_roll_sum = df.rolling(window=window, min_periods=2).sum() + result_roll_generic = df.rolling(window=window, + min_periods=2).apply(sum) + tm.assert_frame_equal(result_roll_sum, expected) + tm.assert_frame_equal(result_roll_generic, expected) + + def test_numpy_compat(self): + # see gh-12811 + r = rwindow.Rolling(Series([2, 4, 6]), window=2) + + msg = "numpy operations are not valid with window objects" + + for func in ('std', 'mean', 'sum', 'max', 'min', 'var'): + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(r, func), 1, 2, 3) + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(r, func), dtype=np.float64) + + def test_closed(self): + df = DataFrame({'A': [0, 1, 2, 3, 4]}) + # closed only allowed for datetimelike + with pytest.raises(ValueError): + df.rolling(window=3, closed='neither') + + @pytest.mark.parametrize('roller', ['1s', 1]) + def tests_empty_df_rolling(self, roller): + # GH 15819 Verifies that datetime and integer rolling windows can be + # applied to empty DataFrames + expected = DataFrame() + result = DataFrame().rolling(roller).sum() + tm.assert_frame_equal(result, expected) + + # Verifies that datetime and integer rolling windows can be applied to + # empty DataFrames with datetime index + expected = DataFrame(index=pd.DatetimeIndex([])) + result = DataFrame(index=pd.DatetimeIndex([])).rolling(roller).sum() + tm.assert_frame_equal(result, expected) + + def test_missing_minp_zero(self): + # https://github.com/pandas-dev/pandas/pull/18921 + # minp=0 + x = pd.Series([np.nan]) + result = x.rolling(1, min_periods=0).sum() + expected = pd.Series([0.0]) + tm.assert_series_equal(result, expected) + + # minp=1 + result = x.rolling(1, min_periods=1).sum() + expected = pd.Series([np.nan]) + tm.assert_series_equal(result, expected) + + def test_missing_minp_zero_variable(self): + # https://github.com/pandas-dev/pandas/pull/18921 + x = pd.Series([np.nan] * 4, + index=pd.DatetimeIndex(['2017-01-01', '2017-01-04', + '2017-01-06', '2017-01-07'])) + result = x.rolling(pd.Timedelta("2d"), min_periods=0).sum() + expected = pd.Series(0.0, index=x.index) + tm.assert_series_equal(result, expected) + + def test_multi_index_names(self): + + # GH 16789, 16825 + cols = pd.MultiIndex.from_product([['A', 'B'], ['C', 'D', 'E']], + names=['1', '2']) + df = DataFrame(np.ones((10, 6)), columns=cols) + result = df.rolling(3).cov() + + tm.assert_index_equal(result.columns, df.columns) + assert result.index.names == [None, '1', '2'] + + +class TestExpanding(Base): + + def setup_method(self, method): + self._create_data() + + def test_doc_string(self): + + df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) + df + df.expanding(2).sum() + + def test_constructor(self): + # GH 12669 + + for o in [self.series, self.frame]: + c = o.expanding + + # valid + c(min_periods=1) + c(min_periods=1, center=True) + c(min_periods=1, center=False) + + # not valid + for w in [2., 'foo', np.array([2])]: + with pytest.raises(ValueError): + c(min_periods=w) + with pytest.raises(ValueError): + c(min_periods=1, center=w) + + def test_numpy_compat(self): + # see gh-12811 + e = rwindow.Expanding(Series([2, 4, 6]), window=2) + + msg = "numpy operations are not valid with window objects" + + for func in ('std', 'mean', 'sum', 'max', 'min', 'var'): + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(e, func), 1, 2, 3) + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(e, func), dtype=np.float64) + + @pytest.mark.parametrize( + 'expander', + [1, pytest.param('ls', marks=pytest.mark.xfail( + reason='GH 16425 expanding with ' + 'offset not supported'))]) + def test_empty_df_expanding(self, expander): + # GH 15819 Verifies that datetime and integer expanding windows can be + # applied to empty DataFrames + + expected = DataFrame() + result = DataFrame().expanding(expander).sum() + tm.assert_frame_equal(result, expected) + + # Verifies that datetime and integer expanding windows can be applied + # to empty DataFrames with datetime index + expected = DataFrame(index=pd.DatetimeIndex([])) + result = DataFrame( + index=pd.DatetimeIndex([])).expanding(expander).sum() + tm.assert_frame_equal(result, expected) + + def test_missing_minp_zero(self): + # https://github.com/pandas-dev/pandas/pull/18921 + # minp=0 + x = pd.Series([np.nan]) + result = x.expanding(min_periods=0).sum() + expected = pd.Series([0.0]) + tm.assert_series_equal(result, expected) + + # minp=1 + result = x.expanding(min_periods=1).sum() + expected = pd.Series([np.nan]) + tm.assert_series_equal(result, expected) + + +class TestEWM(Base): + + def setup_method(self, method): + self._create_data() + + def test_doc_string(self): + + df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) + df + df.ewm(com=0.5).mean() + + def test_constructor(self): + for o in [self.series, self.frame]: + c = o.ewm + + # valid + c(com=0.5) + c(span=1.5) + c(alpha=0.5) + c(halflife=0.75) + c(com=0.5, span=None) + c(alpha=0.5, com=None) + c(halflife=0.75, alpha=None) + + # not valid: mutually exclusive + with pytest.raises(ValueError): + c(com=0.5, alpha=0.5) + with pytest.raises(ValueError): + c(span=1.5, halflife=0.75) + with pytest.raises(ValueError): + c(alpha=0.5, span=1.5) + + # not valid: com < 0 + with pytest.raises(ValueError): + c(com=-0.5) + + # not valid: span < 1 + with pytest.raises(ValueError): + c(span=0.5) + + # not valid: halflife <= 0 + with pytest.raises(ValueError): + c(halflife=0) + + # not valid: alpha <= 0 or alpha > 1 + for alpha in (-0.5, 1.5): + with pytest.raises(ValueError): + c(alpha=alpha) + + def test_numpy_compat(self): + # see gh-12811 + e = rwindow.EWM(Series([2, 4, 6]), alpha=0.5) + + msg = "numpy operations are not valid with window objects" + + for func in ('std', 'mean', 'var'): + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(e, func), 1, 2, 3) + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(e, func), dtype=np.float64) + + +# gh-12373 : rolling functions error on float32 data +# make sure rolling functions works for different dtypes +# +# NOTE that these are yielded tests and so _create_data +# is explicitly called. +# +# further note that we are only checking rolling for fully dtype +# compliance (though both expanding and ewm inherit) +class Dtype(object): + window = 2 + + funcs = { + 'count': lambda v: v.count(), + 'max': lambda v: v.max(), + 'min': lambda v: v.min(), + 'sum': lambda v: v.sum(), + 'mean': lambda v: v.mean(), + 'std': lambda v: v.std(), + 'var': lambda v: v.var(), + 'median': lambda v: v.median() + } + + def get_expects(self): + expects = { + 'sr1': { + 'count': Series([1, 2, 2, 2, 2], dtype='float64'), + 'max': Series([np.nan, 1, 2, 3, 4], dtype='float64'), + 'min': Series([np.nan, 0, 1, 2, 3], dtype='float64'), + 'sum': Series([np.nan, 1, 3, 5, 7], dtype='float64'), + 'mean': Series([np.nan, .5, 1.5, 2.5, 3.5], dtype='float64'), + 'std': Series([np.nan] + [np.sqrt(.5)] * 4, dtype='float64'), + 'var': Series([np.nan, .5, .5, .5, .5], dtype='float64'), + 'median': Series([np.nan, .5, 1.5, 2.5, 3.5], dtype='float64') + }, + 'sr2': { + 'count': Series([1, 2, 2, 2, 2], dtype='float64'), + 'max': Series([np.nan, 10, 8, 6, 4], dtype='float64'), + 'min': Series([np.nan, 8, 6, 4, 2], dtype='float64'), + 'sum': Series([np.nan, 18, 14, 10, 6], dtype='float64'), + 'mean': Series([np.nan, 9, 7, 5, 3], dtype='float64'), + 'std': Series([np.nan] + [np.sqrt(2)] * 4, dtype='float64'), + 'var': Series([np.nan, 2, 2, 2, 2], dtype='float64'), + 'median': Series([np.nan, 9, 7, 5, 3], dtype='float64') + }, + 'df': { + 'count': DataFrame({0: Series([1, 2, 2, 2, 2]), + 1: Series([1, 2, 2, 2, 2])}, + dtype='float64'), + 'max': DataFrame({0: Series([np.nan, 2, 4, 6, 8]), + 1: Series([np.nan, 3, 5, 7, 9])}, + dtype='float64'), + 'min': DataFrame({0: Series([np.nan, 0, 2, 4, 6]), + 1: Series([np.nan, 1, 3, 5, 7])}, + dtype='float64'), + 'sum': DataFrame({0: Series([np.nan, 2, 6, 10, 14]), + 1: Series([np.nan, 4, 8, 12, 16])}, + dtype='float64'), + 'mean': DataFrame({0: Series([np.nan, 1, 3, 5, 7]), + 1: Series([np.nan, 2, 4, 6, 8])}, + dtype='float64'), + 'std': DataFrame({0: Series([np.nan] + [np.sqrt(2)] * 4), + 1: Series([np.nan] + [np.sqrt(2)] * 4)}, + dtype='float64'), + 'var': DataFrame({0: Series([np.nan, 2, 2, 2, 2]), + 1: Series([np.nan, 2, 2, 2, 2])}, + dtype='float64'), + 'median': DataFrame({0: Series([np.nan, 1, 3, 5, 7]), + 1: Series([np.nan, 2, 4, 6, 8])}, + dtype='float64'), + } + } + return expects + + def _create_dtype_data(self, dtype): + sr1 = Series(np.arange(5), dtype=dtype) + sr2 = Series(np.arange(10, 0, -2), dtype=dtype) + df = DataFrame(np.arange(10).reshape((5, 2)), dtype=dtype) + + data = { + 'sr1': sr1, + 'sr2': sr2, + 'df': df + } + + return data + + def _create_data(self): + self.data = self._create_dtype_data(self.dtype) + self.expects = self.get_expects() + + def test_dtypes(self): + self._create_data() + for f_name, d_name in product(self.funcs.keys(), self.data.keys()): + + f = self.funcs[f_name] + d = self.data[d_name] + exp = self.expects[d_name][f_name] + self.check_dtypes(f, f_name, d, d_name, exp) + + def check_dtypes(self, f, f_name, d, d_name, exp): + roll = d.rolling(window=self.window) + result = f(roll) + tm.assert_almost_equal(result, exp) + + +class TestDtype_object(Dtype): + dtype = object + + +class Dtype_integer(Dtype): + pass + + +class TestDtype_int8(Dtype_integer): + dtype = np.int8 + + +class TestDtype_int16(Dtype_integer): + dtype = np.int16 + + +class TestDtype_int32(Dtype_integer): + dtype = np.int32 + + +class TestDtype_int64(Dtype_integer): + dtype = np.int64 + + +class Dtype_uinteger(Dtype): + pass + + +class TestDtype_uint8(Dtype_uinteger): + dtype = np.uint8 + + +class TestDtype_uint16(Dtype_uinteger): + dtype = np.uint16 + + +class TestDtype_uint32(Dtype_uinteger): + dtype = np.uint32 + + +class TestDtype_uint64(Dtype_uinteger): + dtype = np.uint64 + + +class Dtype_float(Dtype): + pass + + +class TestDtype_float16(Dtype_float): + dtype = np.float16 + + +class TestDtype_float32(Dtype_float): + dtype = np.float32 + + +class TestDtype_float64(Dtype_float): + dtype = np.float64 + + +class TestDtype_category(Dtype): + dtype = 'category' + include_df = False + + def _create_dtype_data(self, dtype): + sr1 = Series(range(5), dtype=dtype) + sr2 = Series(range(10, 0, -2), dtype=dtype) + + data = { + 'sr1': sr1, + 'sr2': sr2 + } + + return data + + +class DatetimeLike(Dtype): + + def check_dtypes(self, f, f_name, d, d_name, exp): + + roll = d.rolling(window=self.window) + + if f_name == 'count': + result = f(roll) + tm.assert_almost_equal(result, exp) + + else: + + # other methods not Implemented ATM + with pytest.raises(NotImplementedError): + f(roll) + + +class TestDtype_timedelta(DatetimeLike): + dtype = np.dtype('m8[ns]') + + +class TestDtype_datetime(DatetimeLike): + dtype = np.dtype('M8[ns]') + + +class TestDtype_datetime64UTC(DatetimeLike): + dtype = 'datetime64[ns, UTC]' + + def _create_data(self): + pytest.skip("direct creation of extension dtype " + "datetime64[ns, UTC] is not supported ATM") + + +class TestMoments(Base): + + def setup_method(self, method): + self._create_data() + + def test_centered_axis_validation(self): + + # ok + Series(np.ones(10)).rolling(window=3, center=True, axis=0).mean() + + # bad axis + with pytest.raises(ValueError): + Series(np.ones(10)).rolling(window=3, center=True, axis=1).mean() + + # ok ok + DataFrame(np.ones((10, 10))).rolling(window=3, center=True, + axis=0).mean() + DataFrame(np.ones((10, 10))).rolling(window=3, center=True, + axis=1).mean() + + # bad axis + with pytest.raises(ValueError): + (DataFrame(np.ones((10, 10))) + .rolling(window=3, center=True, axis=2).mean()) + + def test_rolling_sum(self): + self._check_moment_func(np.nansum, name='sum', + zero_min_periods_equal=False) + + def test_rolling_count(self): + counter = lambda x: np.isfinite(x).astype(float).sum() + self._check_moment_func(counter, name='count', has_min_periods=False, + fill_value=0) + + def test_rolling_mean(self): + self._check_moment_func(np.mean, name='mean') + + @td.skip_if_no_scipy + def test_cmov_mean(self): + # GH 8238 + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, + 10.63, 14.48]) + result = Series(vals).rolling(5, center=True).mean() + expected = Series([np.nan, np.nan, 9.962, 11.27, 11.564, 12.516, + 12.818, 12.952, np.nan, np.nan]) + tm.assert_series_equal(expected, result) + + @td.skip_if_no_scipy + def test_cmov_window(self): + # GH 8238 + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, + 10.63, 14.48]) + result = Series(vals).rolling(5, win_type='boxcar', center=True).mean() + expected = Series([np.nan, np.nan, 9.962, 11.27, 11.564, 12.516, + 12.818, 12.952, np.nan, np.nan]) + tm.assert_series_equal(expected, result) + + @td.skip_if_no_scipy + def test_cmov_window_corner(self): + # GH 8238 + # all nan + vals = pd.Series([np.nan] * 10) + result = vals.rolling(5, center=True, win_type='boxcar').mean() + assert np.isnan(result).all() + + # empty + vals = pd.Series([]) + result = vals.rolling(5, center=True, win_type='boxcar').mean() + assert len(result) == 0 + + # shorter than window + vals = pd.Series(np.random.randn(5)) + result = vals.rolling(10, win_type='boxcar').mean() + assert np.isnan(result).all() + assert len(result) == 5 + + @td.skip_if_no_scipy + def test_cmov_window_frame(self): + # Gh 8238 + vals = np.array([[12.18, 3.64], [10.18, 9.16], [13.24, 14.61], + [4.51, 8.11], [6.15, 11.44], [9.14, 6.21], + [11.31, 10.67], [2.94, 6.51], [9.42, 8.39], [12.44, + 7.34]]) + + xp = np.array([[np.nan, np.nan], [np.nan, np.nan], [9.252, 9.392], + [8.644, 9.906], [8.87, 10.208], [6.81, 8.588], + [7.792, 8.644], [9.05, 7.824], [np.nan, np.nan + ], [np.nan, np.nan]]) + + # DataFrame + rs = DataFrame(vals).rolling(5, win_type='boxcar', center=True).mean() + tm.assert_frame_equal(DataFrame(xp), rs) + + # invalid method + with pytest.raises(AttributeError): + (DataFrame(vals).rolling(5, win_type='boxcar', center=True) + .std()) + + # sum + xp = np.array([[np.nan, np.nan], [np.nan, np.nan], [46.26, 46.96], + [43.22, 49.53], [44.35, 51.04], [34.05, 42.94], + [38.96, 43.22], [45.25, 39.12], [np.nan, np.nan + ], [np.nan, np.nan]]) + + rs = DataFrame(vals).rolling(5, win_type='boxcar', center=True).sum() + tm.assert_frame_equal(DataFrame(xp), rs) + + @td.skip_if_no_scipy + def test_cmov_window_na_min_periods(self): + # min_periods + vals = Series(np.random.randn(10)) + vals[4] = np.nan + vals[8] = np.nan + + xp = vals.rolling(5, min_periods=4, center=True).mean() + rs = vals.rolling(5, win_type='boxcar', min_periods=4, + center=True).mean() + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_regular(self): + # GH 8238 + win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', + 'blackmanharris', 'nuttall', 'barthann'] + + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, + 10.63, 14.48]) + xps = { + 'hamming': [np.nan, np.nan, 8.71384, 9.56348, 12.38009, 14.03687, + 13.8567, 11.81473, np.nan, np.nan], + 'triang': [np.nan, np.nan, 9.28667, 10.34667, 12.00556, 13.33889, + 13.38, 12.33667, np.nan, np.nan], + 'barthann': [np.nan, np.nan, 8.4425, 9.1925, 12.5575, 14.3675, + 14.0825, 11.5675, np.nan, np.nan], + 'bohman': [np.nan, np.nan, 7.61599, 9.1764, 12.83559, 14.17267, + 14.65923, 11.10401, np.nan, np.nan], + 'blackmanharris': [np.nan, np.nan, 6.97691, 9.16438, 13.05052, + 14.02156, 15.10512, 10.74574, np.nan, np.nan], + 'nuttall': [np.nan, np.nan, 7.04618, 9.16786, 13.02671, 14.03559, + 15.05657, 10.78514, np.nan, np.nan], + 'blackman': [np.nan, np.nan, 7.73345, 9.17869, 12.79607, 14.20036, + 14.57726, 11.16988, np.nan, np.nan], + 'bartlett': [np.nan, np.nan, 8.4425, 9.1925, 12.5575, 14.3675, + 14.0825, 11.5675, np.nan, np.nan] + } + + for wt in win_types: + xp = Series(xps[wt]) + rs = Series(vals).rolling(5, win_type=wt, center=True).mean() + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_regular_linear_range(self): + # GH 8238 + win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', + 'blackmanharris', 'nuttall', 'barthann'] + + vals = np.array(range(10), dtype=np.float) + xp = vals.copy() + xp[:2] = np.nan + xp[-2:] = np.nan + xp = Series(xp) + + for wt in win_types: + rs = Series(vals).rolling(5, win_type=wt, center=True).mean() + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_regular_missing_data(self): + # GH 8238 + win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', + 'blackmanharris', 'nuttall', 'barthann'] + + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, np.nan, + 10.63, 14.48]) + xps = { + 'bartlett': [np.nan, np.nan, 9.70333, 10.5225, 8.4425, 9.1925, + 12.5575, 14.3675, 15.61667, 13.655], + 'blackman': [np.nan, np.nan, 9.04582, 11.41536, 7.73345, 9.17869, + 12.79607, 14.20036, 15.8706, 13.655], + 'barthann': [np.nan, np.nan, 9.70333, 10.5225, 8.4425, 9.1925, + 12.5575, 14.3675, 15.61667, 13.655], + 'bohman': [np.nan, np.nan, 8.9444, 11.56327, 7.61599, 9.1764, + 12.83559, 14.17267, 15.90976, 13.655], + 'hamming': [np.nan, np.nan, 9.59321, 10.29694, 8.71384, 9.56348, + 12.38009, 14.20565, 15.24694, 13.69758], + 'nuttall': [np.nan, np.nan, 8.47693, 12.2821, 7.04618, 9.16786, + 13.02671, 14.03673, 16.08759, 13.65553], + 'triang': [np.nan, np.nan, 9.33167, 9.76125, 9.28667, 10.34667, + 12.00556, 13.82125, 14.49429, 13.765], + 'blackmanharris': [np.nan, np.nan, 8.42526, 12.36824, 6.97691, + 9.16438, 13.05052, 14.02175, 16.1098, 13.65509] + } + + for wt in win_types: + xp = Series(xps[wt]) + rs = Series(vals).rolling(5, win_type=wt, min_periods=3).mean() + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_special(self): + # GH 8238 + win_types = ['kaiser', 'gaussian', 'general_gaussian', 'slepian'] + kwds = [{'beta': 1.}, {'std': 1.}, {'power': 2., + 'width': 2.}, {'width': 0.5}] + + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, + 10.63, 14.48]) + + xps = { + 'gaussian': [np.nan, np.nan, 8.97297, 9.76077, 12.24763, 13.89053, + 13.65671, 12.01002, np.nan, np.nan], + 'general_gaussian': [np.nan, np.nan, 9.85011, 10.71589, 11.73161, + 13.08516, 12.95111, 12.74577, np.nan, np.nan], + 'slepian': [np.nan, np.nan, 9.81073, 10.89359, 11.70284, 12.88331, + 12.96079, 12.77008, np.nan, np.nan], + 'kaiser': [np.nan, np.nan, 9.86851, 11.02969, 11.65161, 12.75129, + 12.90702, 12.83757, np.nan, np.nan] + } + + for wt, k in zip(win_types, kwds): + xp = Series(xps[wt]) + rs = Series(vals).rolling(5, win_type=wt, center=True).mean(**k) + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_special_linear_range(self): + # GH 8238 + win_types = ['kaiser', 'gaussian', 'general_gaussian', 'slepian'] + kwds = [{'beta': 1.}, {'std': 1.}, {'power': 2., + 'width': 2.}, {'width': 0.5}] + + vals = np.array(range(10), dtype=np.float) + xp = vals.copy() + xp[:2] = np.nan + xp[-2:] = np.nan + xp = Series(xp) + + for wt, k in zip(win_types, kwds): + rs = Series(vals).rolling(5, win_type=wt, center=True).mean(**k) + tm.assert_series_equal(xp, rs) + + def test_rolling_median(self): + self._check_moment_func(np.median, name='median') + + def test_rolling_min(self): + self._check_moment_func(np.min, name='min') + + a = pd.Series([1, 2, 3, 4, 5]) + result = a.rolling(window=100, min_periods=1).min() + expected = pd.Series(np.ones(len(a))) + tm.assert_series_equal(result, expected) + + with pytest.raises(ValueError): + pd.Series([1, 2, 3]).rolling(window=3, min_periods=5).min() + + def test_rolling_max(self): + self._check_moment_func(np.max, name='max') + + a = pd.Series([1, 2, 3, 4, 5], dtype=np.float64) + b = a.rolling(window=100, min_periods=1).max() + tm.assert_almost_equal(a, b) + + with pytest.raises(ValueError): + pd.Series([1, 2, 3]).rolling(window=3, min_periods=5).max() + + @pytest.mark.parametrize('q', [0.0, .1, .5, .9, 1.0]) + def test_rolling_quantile(self, q): + + def scoreatpercentile(a, per): + values = np.sort(a, axis=0) + + idx = int(per / 1. * (values.shape[0] - 1)) + + if idx == values.shape[0] - 1: + retval = values[-1] + + else: + qlow = float(idx) / float(values.shape[0] - 1) + qhig = float(idx + 1) / float(values.shape[0] - 1) + vlow = values[idx] + vhig = values[idx + 1] + retval = vlow + (vhig - vlow) * (per - qlow) / (qhig - qlow) + + return retval + + def quantile_func(x): + return scoreatpercentile(x, q) + + self._check_moment_func(quantile_func, name='quantile', + quantile=q) + + def test_rolling_quantile_np_percentile(self): + # #9413: Tests that rolling window's quantile default behavior + # is analogus to Numpy's percentile + row = 10 + col = 5 + idx = pd.date_range('20100101', periods=row, freq='B') + df = DataFrame(np.random.rand(row * col).reshape((row, -1)), index=idx) + + df_quantile = df.quantile([0.25, 0.5, 0.75], axis=0) + np_percentile = np.percentile(df, [25, 50, 75], axis=0) + + tm.assert_almost_equal(df_quantile.values, np.array(np_percentile)) + + def test_rolling_quantile_series(self): + # #16211: Tests that rolling window's quantile default behavior + # is analogus to Series' quantile + arr = np.arange(100) + s = Series(arr) + q1 = s.quantile(0.1) + q2 = s.rolling(100).quantile(0.1).iloc[-1] + + tm.assert_almost_equal(q1, q2) + + def test_rolling_quantile_param(self): + ser = Series([0.0, .1, .5, .9, 1.0]) + + with pytest.raises(ValueError): + ser.rolling(3).quantile(-0.1) + + with pytest.raises(ValueError): + ser.rolling(3).quantile(10.0) + + with pytest.raises(TypeError): + ser.rolling(3).quantile('foo') + + def test_rolling_apply(self): + # suppress warnings about empty slices, as we are deliberately testing + # with a 0-length Series + with warnings.catch_warnings(): + warnings.filterwarnings("ignore", + message=".*(empty slice|0 for slice).*", + category=RuntimeWarning) + + ser = Series([]) + tm.assert_series_equal(ser, + ser.rolling(10).apply(lambda x: x.mean())) + + def f(x): + return x[np.isfinite(x)].mean() + + self._check_moment_func(np.mean, name='apply', func=f) + + # GH 8080 + s = Series([None, None, None]) + result = s.rolling(2, min_periods=0).apply(lambda x: len(x)) + expected = Series([1., 2., 2.]) + tm.assert_series_equal(result, expected) + + result = s.rolling(2, min_periods=0).apply(len) + tm.assert_series_equal(result, expected) + + def test_rolling_apply_out_of_bounds(self): + # #1850 + vals = pd.Series([1, 2, 3, 4]) + + result = vals.rolling(10).apply(np.sum) + assert result.isna().all() + + result = vals.rolling(10, min_periods=1).apply(np.sum) + expected = pd.Series([1, 3, 6, 10], dtype=float) + tm.assert_almost_equal(result, expected) + + def test_rolling_std(self): + self._check_moment_func(lambda x: np.std(x, ddof=1), + name='std') + self._check_moment_func(lambda x: np.std(x, ddof=0), + name='std', ddof=0) + + def test_rolling_std_1obs(self): + vals = pd.Series([1., 2., 3., 4., 5.]) + + result = vals.rolling(1, min_periods=1).std() + expected = pd.Series([np.nan] * 5) + tm.assert_series_equal(result, expected) + + result = vals.rolling(1, min_periods=1).std(ddof=0) + expected = pd.Series([0.] * 5) + tm.assert_series_equal(result, expected) + + result = (pd.Series([np.nan, np.nan, 3, 4, 5]) + .rolling(3, min_periods=2).std()) + assert np.isnan(result[2]) + + def test_rolling_std_neg_sqrt(self): + # unit test from Bottleneck + + # Test move_nanstd for neg sqrt. + + a = pd.Series([0.0011448196318903589, 0.00028718669878572767, + 0.00028718669878572767, 0.00028718669878572767, + 0.00028718669878572767]) + b = a.rolling(window=3).std() + assert np.isfinite(b[2:]).all() + + b = a.ewm(span=3).std() + assert np.isfinite(b[2:]).all() + + def test_rolling_var(self): + self._check_moment_func(lambda x: np.var(x, ddof=1), + name='var') + self._check_moment_func(lambda x: np.var(x, ddof=0), + name='var', ddof=0) + + @td.skip_if_no_scipy + def test_rolling_skew(self): + from scipy.stats import skew + self._check_moment_func(lambda x: skew(x, bias=False), name='skew') + + @td.skip_if_no_scipy + def test_rolling_kurt(self): + from scipy.stats import kurtosis + self._check_moment_func(lambda x: kurtosis(x, bias=False), + name='kurt') + + def _check_moment_func(self, static_comp, name, has_min_periods=True, + has_center=True, has_time_rule=True, + fill_value=None, zero_min_periods_equal=True, + **kwargs): + + def get_result(obj, window, min_periods=None, center=False): + r = obj.rolling(window=window, min_periods=min_periods, + center=center) + return getattr(r, name)(**kwargs) + + series_result = get_result(self.series, window=50) + assert isinstance(series_result, Series) + tm.assert_almost_equal(series_result.iloc[-1], + static_comp(self.series[-50:])) + + frame_result = get_result(self.frame, window=50) + assert isinstance(frame_result, DataFrame) + tm.assert_series_equal(frame_result.iloc[-1, :], + self.frame.iloc[-50:, :].apply(static_comp, + axis=0), + check_names=False) + + # check time_rule works + if has_time_rule: + win = 25 + minp = 10 + series = self.series[::2].resample('B').mean() + frame = self.frame[::2].resample('B').mean() + + if has_min_periods: + series_result = get_result(series, window=win, + min_periods=minp) + frame_result = get_result(frame, window=win, + min_periods=minp) + else: + series_result = get_result(series, window=win) + frame_result = get_result(frame, window=win) + + last_date = series_result.index[-1] + prev_date = last_date - 24 * offsets.BDay() + + trunc_series = self.series[::2].truncate(prev_date, last_date) + trunc_frame = self.frame[::2].truncate(prev_date, last_date) + + tm.assert_almost_equal(series_result[-1], + static_comp(trunc_series)) + + tm.assert_series_equal(frame_result.xs(last_date), + trunc_frame.apply(static_comp), + check_names=False) + + # excluding NaNs correctly + obj = Series(randn(50)) + obj[:10] = np.NaN + obj[-10:] = np.NaN + if has_min_periods: + result = get_result(obj, 50, min_periods=30) + tm.assert_almost_equal(result.iloc[-1], static_comp(obj[10:-10])) + + # min_periods is working correctly + result = get_result(obj, 20, min_periods=15) + assert isna(result.iloc[23]) + assert not isna(result.iloc[24]) + + assert not isna(result.iloc[-6]) + assert isna(result.iloc[-5]) + + obj2 = Series(randn(20)) + result = get_result(obj2, 10, min_periods=5) + assert isna(result.iloc[3]) + assert notna(result.iloc[4]) + + if zero_min_periods_equal: + # min_periods=0 may be equivalent to min_periods=1 + result0 = get_result(obj, 20, min_periods=0) + result1 = get_result(obj, 20, min_periods=1) + tm.assert_almost_equal(result0, result1) + else: + result = get_result(obj, 50) + tm.assert_almost_equal(result.iloc[-1], static_comp(obj[10:-10])) + + # window larger than series length (#7297) + if has_min_periods: + for minp in (0, len(self.series) - 1, len(self.series)): + result = get_result(self.series, len(self.series) + 1, + min_periods=minp) + expected = get_result(self.series, len(self.series), + min_periods=minp) + nan_mask = isna(result) + tm.assert_series_equal(nan_mask, isna(expected)) + + nan_mask = ~nan_mask + tm.assert_almost_equal(result[nan_mask], + expected[nan_mask]) + else: + result = get_result(self.series, len(self.series) + 1) + expected = get_result(self.series, len(self.series)) + nan_mask = isna(result) + tm.assert_series_equal(nan_mask, isna(expected)) + + nan_mask = ~nan_mask + tm.assert_almost_equal(result[nan_mask], expected[nan_mask]) + + # check center=True + if has_center: + if has_min_periods: + result = get_result(obj, 20, min_periods=15, center=True) + expected = get_result( + pd.concat([obj, Series([np.NaN] * 9)]), 20, + min_periods=15)[9:].reset_index(drop=True) + else: + result = get_result(obj, 20, center=True) + expected = get_result( + pd.concat([obj, Series([np.NaN] * 9)]), + 20)[9:].reset_index(drop=True) + + tm.assert_series_equal(result, expected) + + # shifter index + s = ['x%d' % x for x in range(12)] + + if has_min_periods: + minp = 10 + + series_xp = get_result( + self.series.reindex(list(self.series.index) + s), + window=25, + min_periods=minp).shift(-12).reindex(self.series.index) + frame_xp = get_result( + self.frame.reindex(list(self.frame.index) + s), + window=25, + min_periods=minp).shift(-12).reindex(self.frame.index) + + series_rs = get_result(self.series, window=25, + min_periods=minp, center=True) + frame_rs = get_result(self.frame, window=25, min_periods=minp, + center=True) + + else: + series_xp = get_result( + self.series.reindex(list(self.series.index) + s), + window=25).shift(-12).reindex(self.series.index) + frame_xp = get_result( + self.frame.reindex(list(self.frame.index) + s), + window=25).shift(-12).reindex(self.frame.index) + + series_rs = get_result(self.series, window=25, center=True) + frame_rs = get_result(self.frame, window=25, center=True) + + if fill_value is not None: + series_xp = series_xp.fillna(fill_value) + frame_xp = frame_xp.fillna(fill_value) + tm.assert_series_equal(series_xp, series_rs) + tm.assert_frame_equal(frame_xp, frame_rs) + + def test_ewma(self): + self._check_ew(name='mean') + + vals = pd.Series(np.zeros(1000)) + vals[5] = 1 + result = vals.ewm(span=100, adjust=False).mean().sum() + assert np.abs(result - 1) < 1e-2 + + s = Series([1.0, 2.0, 4.0, 8.0]) + + expected = Series([1.0, 1.6, 2.736842, 4.923077]) + for f in [lambda s: s.ewm(com=2.0, adjust=True).mean(), + lambda s: s.ewm(com=2.0, adjust=True, + ignore_na=False).mean(), + lambda s: s.ewm(com=2.0, adjust=True, ignore_na=True).mean(), + ]: + result = f(s) + tm.assert_series_equal(result, expected) + + expected = Series([1.0, 1.333333, 2.222222, 4.148148]) + for f in [lambda s: s.ewm(com=2.0, adjust=False).mean(), + lambda s: s.ewm(com=2.0, adjust=False, + ignore_na=False).mean(), + lambda s: s.ewm(com=2.0, adjust=False, + ignore_na=True).mean(), + ]: + result = f(s) + tm.assert_series_equal(result, expected) + + def test_ewma_nan_handling(self): + s = Series([1.] + [np.nan] * 5 + [1.]) + result = s.ewm(com=5).mean() + tm.assert_series_equal(result, Series([1.] * len(s))) + + s = Series([np.nan] * 2 + [1.] + [np.nan] * 2 + [1.]) + result = s.ewm(com=5).mean() + tm.assert_series_equal(result, Series([np.nan] * 2 + [1.] * 4)) + + # GH 7603 + s0 = Series([np.nan, 1., 101.]) + s1 = Series([1., np.nan, 101.]) + s2 = Series([np.nan, 1., np.nan, np.nan, 101., np.nan]) + s3 = Series([1., np.nan, 101., 50.]) + com = 2. + alpha = 1. / (1. + com) + + def simple_wma(s, w): + return (s.multiply(w).cumsum() / w.cumsum()).fillna(method='ffill') + + for (s, adjust, ignore_na, w) in [ + (s0, True, False, [np.nan, (1. - alpha), 1.]), + (s0, True, True, [np.nan, (1. - alpha), 1.]), + (s0, False, False, [np.nan, (1. - alpha), alpha]), + (s0, False, True, [np.nan, (1. - alpha), alpha]), + (s1, True, False, [(1. - alpha) ** 2, np.nan, 1.]), + (s1, True, True, [(1. - alpha), np.nan, 1.]), + (s1, False, False, [(1. - alpha) ** 2, np.nan, alpha]), + (s1, False, True, [(1. - alpha), np.nan, alpha]), + (s2, True, False, [np.nan, (1. - alpha) ** + 3, np.nan, np.nan, 1., np.nan]), + (s2, True, True, [np.nan, (1. - alpha), + np.nan, np.nan, 1., np.nan]), + (s2, False, False, [np.nan, (1. - alpha) ** + 3, np.nan, np.nan, alpha, np.nan]), + (s2, False, True, [np.nan, (1. - alpha), + np.nan, np.nan, alpha, np.nan]), + (s3, True, False, [(1. - alpha) ** + 3, np.nan, (1. - alpha), 1.]), + (s3, True, True, [(1. - alpha) ** + 2, np.nan, (1. - alpha), 1.]), + (s3, False, False, [(1. - alpha) ** 3, np.nan, + (1. - alpha) * alpha, + alpha * ((1. - alpha) ** 2 + alpha)]), + (s3, False, True, [(1. - alpha) ** 2, + np.nan, (1. - alpha) * alpha, alpha])]: + expected = simple_wma(s, Series(w)) + result = s.ewm(com=com, adjust=adjust, ignore_na=ignore_na).mean() + + tm.assert_series_equal(result, expected) + if ignore_na is False: + # check that ignore_na defaults to False + result = s.ewm(com=com, adjust=adjust).mean() + tm.assert_series_equal(result, expected) + + def test_ewmvar(self): + self._check_ew(name='var') + + def test_ewmvol(self): + self._check_ew(name='vol') + + def test_ewma_span_com_args(self): + A = self.series.ewm(com=9.5).mean() + B = self.series.ewm(span=20).mean() + tm.assert_almost_equal(A, B) + + with pytest.raises(ValueError): + self.series.ewm(com=9.5, span=20) + with pytest.raises(ValueError): + self.series.ewm().mean() + + def test_ewma_halflife_arg(self): + A = self.series.ewm(com=13.932726172912965).mean() + B = self.series.ewm(halflife=10.0).mean() + tm.assert_almost_equal(A, B) + + with pytest.raises(ValueError): + self.series.ewm(span=20, halflife=50) + with pytest.raises(ValueError): + self.series.ewm(com=9.5, halflife=50) + with pytest.raises(ValueError): + self.series.ewm(com=9.5, span=20, halflife=50) + with pytest.raises(ValueError): + self.series.ewm() + + def test_ewm_alpha(self): + # GH 10789 + s = Series(self.arr) + a = s.ewm(alpha=0.61722699889169674).mean() + b = s.ewm(com=0.62014947789973052).mean() + c = s.ewm(span=2.240298955799461).mean() + d = s.ewm(halflife=0.721792864318).mean() + tm.assert_series_equal(a, b) + tm.assert_series_equal(a, c) + tm.assert_series_equal(a, d) + + def test_ewm_alpha_arg(self): + # GH 10789 + s = self.series + with pytest.raises(ValueError): + s.ewm() + with pytest.raises(ValueError): + s.ewm(com=10.0, alpha=0.5) + with pytest.raises(ValueError): + s.ewm(span=10.0, alpha=0.5) + with pytest.raises(ValueError): + s.ewm(halflife=10.0, alpha=0.5) + + def test_ewm_domain_checks(self): + # GH 12492 + s = Series(self.arr) + # com must satisfy: com >= 0 + pytest.raises(ValueError, s.ewm, com=-0.1) + s.ewm(com=0.0) + s.ewm(com=0.1) + # span must satisfy: span >= 1 + pytest.raises(ValueError, s.ewm, span=-0.1) + pytest.raises(ValueError, s.ewm, span=0.0) + pytest.raises(ValueError, s.ewm, span=0.9) + s.ewm(span=1.0) + s.ewm(span=1.1) + # halflife must satisfy: halflife > 0 + pytest.raises(ValueError, s.ewm, halflife=-0.1) + pytest.raises(ValueError, s.ewm, halflife=0.0) + s.ewm(halflife=0.1) + # alpha must satisfy: 0 < alpha <= 1 + pytest.raises(ValueError, s.ewm, alpha=-0.1) + pytest.raises(ValueError, s.ewm, alpha=0.0) + s.ewm(alpha=0.1) + s.ewm(alpha=1.0) + pytest.raises(ValueError, s.ewm, alpha=1.1) + + def test_ew_empty_series(self): + vals = pd.Series([], dtype=np.float64) + + ewm = vals.ewm(3) + funcs = ['mean', 'vol', 'var'] + for f in funcs: + result = getattr(ewm, f)() + tm.assert_almost_equal(result, vals) + + def _check_ew(self, name=None, preserve_nan=False): + series_result = getattr(self.series.ewm(com=10), name)() + assert isinstance(series_result, Series) + + frame_result = getattr(self.frame.ewm(com=10), name)() + assert type(frame_result) == DataFrame + + result = getattr(self.series.ewm(com=10), name)() + if preserve_nan: + assert result[self._nan_locs].isna().all() + + # excluding NaNs correctly + arr = randn(50) + arr[:10] = np.NaN + arr[-10:] = np.NaN + s = Series(arr) + + # check min_periods + # GH 7898 + result = getattr(s.ewm(com=50, min_periods=2), name)() + assert result[:11].isna().all() + assert not result[11:].isna().any() + + for min_periods in (0, 1): + result = getattr(s.ewm(com=50, min_periods=min_periods), name)() + if name == 'mean': + assert result[:10].isna().all() + assert not result[10:].isna().any() + else: + # ewm.std, ewm.vol, ewm.var (with bias=False) require at least + # two values + assert result[:11].isna().all() + assert not result[11:].isna().any() + + # check series of length 0 + result = getattr(Series().ewm(com=50, min_periods=min_periods), + name)() + tm.assert_series_equal(result, Series()) + + # check series of length 1 + result = getattr(Series([1.]).ewm(50, min_periods=min_periods), + name)() + if name == 'mean': + tm.assert_series_equal(result, Series([1.])) + else: + # ewm.std, ewm.vol, ewm.var with bias=False require at least + # two values + tm.assert_series_equal(result, Series([np.NaN])) + + # pass in ints + result2 = getattr(Series(np.arange(50)).ewm(span=10), name)() + assert result2.dtype == np.float_ + + +class TestPairwise(object): + + # GH 7738 + df1s = [DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[0, 1]), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[1, 0]), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[1, 1]), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], + columns=['C', 'C']), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[1., 0]), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[0., 1]), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=['C', 1]), + DataFrame([[2., 4.], [1., 2.], [5., 2.], [8., 1.]], + columns=[1, 0.]), + DataFrame([[2, 4.], [1, 2.], [5, 2.], [8, 1.]], + columns=[0, 1.]), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1.]], + columns=[1., 'X']), ] + df2 = DataFrame([[None, 1, 1], [None, 1, 2], + [None, 3, 2], [None, 8, 1]], columns=['Y', 'Z', 'X']) + s = Series([1, 1, 3, 8]) + + def compare(self, result, expected): + + # since we have sorted the results + # we can only compare non-nans + result = result.dropna().values + expected = expected.dropna().values + + tm.assert_numpy_array_equal(result, expected, check_dtype=False) + + @pytest.mark.parametrize('f', [lambda x: x.cov(), lambda x: x.corr()]) + def test_no_flex(self, f): + + # DataFrame methods (which do not call _flex_binary_moment()) + + results = [f(df) for df in self.df1s] + for (df, result) in zip(self.df1s, results): + tm.assert_index_equal(result.index, df.columns) + tm.assert_index_equal(result.columns, df.columns) + for i, result in enumerate(results): + if i > 0: + self.compare(result, results[0]) + + @pytest.mark.parametrize( + 'f', [lambda x: x.expanding().cov(pairwise=True), + lambda x: x.expanding().corr(pairwise=True), + lambda x: x.rolling(window=3).cov(pairwise=True), + lambda x: x.rolling(window=3).corr(pairwise=True), + lambda x: x.ewm(com=3).cov(pairwise=True), + lambda x: x.ewm(com=3).corr(pairwise=True)]) + def test_pairwise_with_self(self, f): + + # DataFrame with itself, pairwise=True + # note that we may construct the 1st level of the MI + # in a non-motononic way, so compare accordingly + results = [] + for i, df in enumerate(self.df1s): + result = f(df) + tm.assert_index_equal(result.index.levels[0], + df.index, + check_names=False) + tm.assert_numpy_array_equal(safe_sort(result.index.levels[1]), + safe_sort(df.columns.unique())) + tm.assert_index_equal(result.columns, df.columns) + results.append(df) + + for i, result in enumerate(results): + if i > 0: + self.compare(result, results[0]) + + @pytest.mark.parametrize( + 'f', [lambda x: x.expanding().cov(pairwise=False), + lambda x: x.expanding().corr(pairwise=False), + lambda x: x.rolling(window=3).cov(pairwise=False), + lambda x: x.rolling(window=3).corr(pairwise=False), + lambda x: x.ewm(com=3).cov(pairwise=False), + lambda x: x.ewm(com=3).corr(pairwise=False), ]) + def test_no_pairwise_with_self(self, f): + + # DataFrame with itself, pairwise=False + results = [f(df) for df in self.df1s] + for (df, result) in zip(self.df1s, results): + tm.assert_index_equal(result.index, df.index) + tm.assert_index_equal(result.columns, df.columns) + for i, result in enumerate(results): + if i > 0: + self.compare(result, results[0]) + + @pytest.mark.parametrize( + 'f', [lambda x, y: x.expanding().cov(y, pairwise=True), + lambda x, y: x.expanding().corr(y, pairwise=True), + lambda x, y: x.rolling(window=3).cov(y, pairwise=True), + lambda x, y: x.rolling(window=3).corr(y, pairwise=True), + lambda x, y: x.ewm(com=3).cov(y, pairwise=True), + lambda x, y: x.ewm(com=3).corr(y, pairwise=True), ]) + def test_pairwise_with_other(self, f): + + # DataFrame with another DataFrame, pairwise=True + results = [f(df, self.df2) for df in self.df1s] + for (df, result) in zip(self.df1s, results): + tm.assert_index_equal(result.index.levels[0], + df.index, + check_names=False) + tm.assert_numpy_array_equal(safe_sort(result.index.levels[1]), + safe_sort(self.df2.columns.unique())) + for i, result in enumerate(results): + if i > 0: + self.compare(result, results[0]) + + @pytest.mark.parametrize( + 'f', [lambda x, y: x.expanding().cov(y, pairwise=False), + lambda x, y: x.expanding().corr(y, pairwise=False), + lambda x, y: x.rolling(window=3).cov(y, pairwise=False), + lambda x, y: x.rolling(window=3).corr(y, pairwise=False), + lambda x, y: x.ewm(com=3).cov(y, pairwise=False), + lambda x, y: x.ewm(com=3).corr(y, pairwise=False), ]) + def test_no_pairwise_with_other(self, f): + + # DataFrame with another DataFrame, pairwise=False + results = [f(df, self.df2) if df.columns.is_unique else None + for df in self.df1s] + for (df, result) in zip(self.df1s, results): + if result is not None: + with catch_warnings(record=True): + # we can have int and str columns + expected_index = df.index.union(self.df2.index) + expected_columns = df.columns.union(self.df2.columns) + tm.assert_index_equal(result.index, expected_index) + tm.assert_index_equal(result.columns, expected_columns) + else: + tm.assert_raises_regex( + ValueError, "'arg1' columns are not unique", f, df, + self.df2) + tm.assert_raises_regex( + ValueError, "'arg2' columns are not unique", f, + self.df2, df) + + @pytest.mark.parametrize( + 'f', [lambda x, y: x.expanding().cov(y), + lambda x, y: x.expanding().corr(y), + lambda x, y: x.rolling(window=3).cov(y), + lambda x, y: x.rolling(window=3).corr(y), + lambda x, y: x.ewm(com=3).cov(y), + lambda x, y: x.ewm(com=3).corr(y), ]) + def test_pairwise_with_series(self, f): + + # DataFrame with a Series + results = ([f(df, self.s) for df in self.df1s] + + [f(self.s, df) for df in self.df1s]) + for (df, result) in zip(self.df1s, results): + tm.assert_index_equal(result.index, df.index) + tm.assert_index_equal(result.columns, df.columns) + for i, result in enumerate(results): + if i > 0: + self.compare(result, results[0]) + + +# create the data only once as we are not setting it +def _create_consistency_data(): + def create_series(): + return [Series(), + Series([np.nan]), + Series([np.nan, np.nan]), + Series([3.]), + Series([np.nan, 3.]), + Series([3., np.nan]), + Series([1., 3.]), + Series([2., 2.]), + Series([3., 1.]), + Series([5., 5., 5., 5., np.nan, np.nan, np.nan, 5., 5., np.nan, + np.nan]), + Series([np.nan, 5., 5., 5., np.nan, np.nan, np.nan, 5., 5., + np.nan, np.nan]), + Series([np.nan, np.nan, 5., 5., np.nan, np.nan, np.nan, 5., 5., + np.nan, np.nan]), + Series([np.nan, 3., np.nan, 3., 4., 5., 6., np.nan, np.nan, 7., + 12., 13., 14., 15.]), + Series([np.nan, 5., np.nan, 2., 4., 0., 9., np.nan, np.nan, 3., + 12., 13., 14., 15.]), + Series([2., 3., np.nan, 3., 4., 5., 6., np.nan, np.nan, 7., + 12., 13., 14., 15.]), + Series([2., 5., np.nan, 2., 4., 0., 9., np.nan, np.nan, 3., + 12., 13., 14., 15.]), + Series(range(10)), + Series(range(20, 0, -2)), ] + + def create_dataframes(): + return ([DataFrame(), + DataFrame(columns=['a']), + DataFrame(columns=['a', 'a']), + DataFrame(columns=['a', 'b']), + DataFrame(np.arange(10).reshape((5, 2))), + DataFrame(np.arange(25).reshape((5, 5))), + DataFrame(np.arange(25).reshape((5, 5)), + columns=['a', 'b', 99, 'd', 'd'])] + + [DataFrame(s) for s in create_series()]) + + def is_constant(x): + values = x.values.ravel() + return len(set(values[notna(values)])) == 1 + + def no_nans(x): + return x.notna().all().all() + + # data is a tuple(object, is_contant, no_nans) + data = create_series() + create_dataframes() + + return [(x, is_constant(x), no_nans(x)) for x in data] + + +_consistency_data = _create_consistency_data() + + +def _rolling_consistency_cases(): + for window in [1, 2, 3, 10, 20]: + for min_periods in set([0, 1, 2, 3, 4, window]): + if min_periods and (min_periods > window): + continue + for center in [False, True]: + yield window, min_periods, center + + +class TestMomentsConsistency(Base): + base_functions = [ + (lambda v: Series(v).count(), None, 'count'), + (lambda v: Series(v).max(), None, 'max'), + (lambda v: Series(v).min(), None, 'min'), + (lambda v: Series(v).sum(), None, 'sum'), + (lambda v: Series(v).mean(), None, 'mean'), + (lambda v: Series(v).std(), 1, 'std'), + (lambda v: Series(v).cov(Series(v)), None, 'cov'), + (lambda v: Series(v).corr(Series(v)), None, 'corr'), + (lambda v: Series(v).var(), 1, 'var'), + + # restore once GH 8086 is fixed + # lambda v: Series(v).skew(), 3, 'skew'), + # (lambda v: Series(v).kurt(), 4, 'kurt'), + + # restore once GH 8084 is fixed + # lambda v: Series(v).quantile(0.3), None, 'quantile'), + + (lambda v: Series(v).median(), None, 'median'), + (np.nanmax, 1, 'max'), + (np.nanmin, 1, 'min'), + (np.nansum, 1, 'sum'), + (np.nanmean, 1, 'mean'), + (lambda v: np.nanstd(v, ddof=1), 1, 'std'), + (lambda v: np.nanvar(v, ddof=1), 1, 'var'), + (np.nanmedian, 1, 'median'), + ] + no_nan_functions = [ + (np.max, None, 'max'), + (np.min, None, 'min'), + (np.sum, None, 'sum'), + (np.mean, None, 'mean'), + (lambda v: np.std(v, ddof=1), 1, 'std'), + (lambda v: np.var(v, ddof=1), 1, 'var'), + (np.median, None, 'median'), + ] + + def _create_data(self): + super(TestMomentsConsistency, self)._create_data() + self.data = _consistency_data + + def setup_method(self, method): + self._create_data() + + def _test_moments_consistency(self, min_periods, count, mean, mock_mean, + corr, var_unbiased=None, std_unbiased=None, + cov_unbiased=None, var_biased=None, + std_biased=None, cov_biased=None, + var_debiasing_factors=None): + def _non_null_values(x): + values = x.values.ravel() + return set(values[notna(values)].tolist()) + + for (x, is_constant, no_nans) in self.data: + count_x = count(x) + mean_x = mean(x) + + if mock_mean: + # check that mean equals mock_mean + expected = mock_mean(x) + assert_equal(mean_x, expected.astype('float64')) + + # check that correlation of a series with itself is either 1 or NaN + corr_x_x = corr(x, x) + + # assert _non_null_values(corr_x_x).issubset(set([1.])) + # restore once rolling_cov(x, x) is identically equal to var(x) + + if is_constant: + exp = x.max() if isinstance(x, Series) else x.max().max() + + # check mean of constant series + expected = x * np.nan + expected[count_x >= max(min_periods, 1)] = exp + assert_equal(mean_x, expected) + + # check correlation of constant series with itself is NaN + expected[:] = np.nan + assert_equal(corr_x_x, expected) + + if var_unbiased and var_biased and var_debiasing_factors: + # check variance debiasing factors + var_unbiased_x = var_unbiased(x) + var_biased_x = var_biased(x) + var_debiasing_factors_x = var_debiasing_factors(x) + assert_equal(var_unbiased_x, var_biased_x * + var_debiasing_factors_x) + + for (std, var, cov) in [(std_biased, var_biased, cov_biased), + (std_unbiased, var_unbiased, cov_unbiased) + ]: + + # check that var(x), std(x), and cov(x) are all >= 0 + var_x = var(x) + std_x = std(x) + assert not (var_x < 0).any().any() + assert not (std_x < 0).any().any() + if cov: + cov_x_x = cov(x, x) + assert not (cov_x_x < 0).any().any() + + # check that var(x) == cov(x, x) + assert_equal(var_x, cov_x_x) + + # check that var(x) == std(x)^2 + assert_equal(var_x, std_x * std_x) + + if var is var_biased: + # check that biased var(x) == mean(x^2) - mean(x)^2 + mean_x2 = mean(x * x) + assert_equal(var_x, mean_x2 - (mean_x * mean_x)) + + if is_constant: + # check that variance of constant series is identically 0 + assert not (var_x > 0).any().any() + expected = x * np.nan + expected[count_x >= max(min_periods, 1)] = 0. + if var is var_unbiased: + expected[count_x < 2] = np.nan + assert_equal(var_x, expected) + + if isinstance(x, Series): + for (y, is_constant, no_nans) in self.data: + if not x.isna().equals(y.isna()): + # can only easily test two Series with similar + # structure + continue + + # check that cor(x, y) is symmetric + corr_x_y = corr(x, y) + corr_y_x = corr(y, x) + assert_equal(corr_x_y, corr_y_x) + + if cov: + # check that cov(x, y) is symmetric + cov_x_y = cov(x, y) + cov_y_x = cov(y, x) + assert_equal(cov_x_y, cov_y_x) + + # check that cov(x, y) == (var(x+y) - var(x) - + # var(y)) / 2 + var_x_plus_y = var(x + y) + var_y = var(y) + assert_equal(cov_x_y, 0.5 * + (var_x_plus_y - var_x - var_y)) + + # check that corr(x, y) == cov(x, y) / (std(x) * + # std(y)) + std_y = std(y) + assert_equal(corr_x_y, cov_x_y / (std_x * std_y)) + + if cov is cov_biased: + # check that biased cov(x, y) == mean(x*y) - + # mean(x)*mean(y) + mean_y = mean(y) + mean_x_times_y = mean(x * y) + assert_equal(cov_x_y, mean_x_times_y - + (mean_x * mean_y)) + + @pytest.mark.slow + @pytest.mark.parametrize( + 'min_periods, adjust, ignore_na', product([0, 1, 2, 3, 4], + [True, False], + [False, True])) + def test_ewm_consistency(self, min_periods, adjust, ignore_na): + def _weights(s, com, adjust, ignore_na): + if isinstance(s, DataFrame): + if not len(s.columns): + return DataFrame(index=s.index, columns=s.columns) + w = concat([ + _weights(s.iloc[:, i], com=com, adjust=adjust, + ignore_na=ignore_na) + for i, _ in enumerate(s.columns)], axis=1) + w.index = s.index + w.columns = s.columns + return w + + w = Series(np.nan, index=s.index) + alpha = 1. / (1. + com) + if ignore_na: + w[s.notna()] = _weights(s[s.notna()], com=com, + adjust=adjust, ignore_na=False) + elif adjust: + for i in range(len(s)): + if s.iat[i] == s.iat[i]: + w.iat[i] = pow(1. / (1. - alpha), i) + else: + sum_wts = 0. + prev_i = -1 + for i in range(len(s)): + if s.iat[i] == s.iat[i]: + if prev_i == -1: + w.iat[i] = 1. + else: + w.iat[i] = alpha * sum_wts / pow(1. - alpha, + i - prev_i) + sum_wts += w.iat[i] + prev_i = i + return w + + def _variance_debiasing_factors(s, com, adjust, ignore_na): + weights = _weights(s, com=com, adjust=adjust, ignore_na=ignore_na) + cum_sum = weights.cumsum().fillna(method='ffill') + cum_sum_sq = (weights * weights).cumsum().fillna(method='ffill') + numerator = cum_sum * cum_sum + denominator = numerator - cum_sum_sq + denominator[denominator <= 0.] = np.nan + return numerator / denominator + + def _ewma(s, com, min_periods, adjust, ignore_na): + weights = _weights(s, com=com, adjust=adjust, ignore_na=ignore_na) + result = s.multiply(weights).cumsum().divide(weights.cumsum( + )).fillna(method='ffill') + result[s.expanding().count() < (max(min_periods, 1) if min_periods + else 1)] = np.nan + return result + + com = 3. + # test consistency between different ewm* moments + self._test_moments_consistency( + min_periods=min_periods, + count=lambda x: x.expanding().count(), + mean=lambda x: x.ewm(com=com, min_periods=min_periods, + adjust=adjust, + ignore_na=ignore_na).mean(), + mock_mean=lambda x: _ewma(x, com=com, + min_periods=min_periods, + adjust=adjust, + ignore_na=ignore_na), + corr=lambda x, y: x.ewm(com=com, min_periods=min_periods, + adjust=adjust, + ignore_na=ignore_na).corr(y), + var_unbiased=lambda x: ( + x.ewm(com=com, min_periods=min_periods, + adjust=adjust, + ignore_na=ignore_na).var(bias=False)), + std_unbiased=lambda x: ( + x.ewm(com=com, min_periods=min_periods, + adjust=adjust, ignore_na=ignore_na) + .std(bias=False)), + cov_unbiased=lambda x, y: ( + x.ewm(com=com, min_periods=min_periods, + adjust=adjust, ignore_na=ignore_na) + .cov(y, bias=False)), + var_biased=lambda x: ( + x.ewm(com=com, min_periods=min_periods, + adjust=adjust, ignore_na=ignore_na) + .var(bias=True)), + std_biased=lambda x: x.ewm(com=com, min_periods=min_periods, + adjust=adjust, + ignore_na=ignore_na).std(bias=True), + cov_biased=lambda x, y: ( + x.ewm(com=com, min_periods=min_periods, + adjust=adjust, ignore_na=ignore_na) + .cov(y, bias=True)), + var_debiasing_factors=lambda x: ( + _variance_debiasing_factors(x, com=com, adjust=adjust, + ignore_na=ignore_na))) + + @pytest.mark.slow + @pytest.mark.parametrize( + 'min_periods', [0, 1, 2, 3, 4]) + def test_expanding_consistency(self, min_periods): + + # suppress warnings about empty slices, as we are deliberately testing + # with empty/0-length Series/DataFrames + with warnings.catch_warnings(): + warnings.filterwarnings("ignore", + message=".*(empty slice|0 for slice).*", + category=RuntimeWarning) + + # test consistency between different expanding_* moments + self._test_moments_consistency( + min_periods=min_periods, + count=lambda x: x.expanding().count(), + mean=lambda x: x.expanding( + min_periods=min_periods).mean(), + mock_mean=lambda x: x.expanding( + min_periods=min_periods).sum() / x.expanding().count(), + corr=lambda x, y: x.expanding( + min_periods=min_periods).corr(y), + var_unbiased=lambda x: x.expanding( + min_periods=min_periods).var(), + std_unbiased=lambda x: x.expanding( + min_periods=min_periods).std(), + cov_unbiased=lambda x, y: x.expanding( + min_periods=min_periods).cov(y), + var_biased=lambda x: x.expanding( + min_periods=min_periods).var(ddof=0), + std_biased=lambda x: x.expanding( + min_periods=min_periods).std(ddof=0), + cov_biased=lambda x, y: x.expanding( + min_periods=min_periods).cov(y, ddof=0), + var_debiasing_factors=lambda x: ( + x.expanding().count() / + (x.expanding().count() - 1.) + .replace(0., np.nan))) + + # test consistency between expanding_xyz() and either (a) + # expanding_apply of Series.xyz(), or (b) expanding_apply of + # np.nanxyz() + for (x, is_constant, no_nans) in self.data: + functions = self.base_functions + + # GH 8269 + if no_nans: + functions = self.base_functions + self.no_nan_functions + for (f, require_min_periods, name) in functions: + expanding_f = getattr( + x.expanding(min_periods=min_periods), name) + + if (require_min_periods and + (min_periods is not None) and + (min_periods < require_min_periods)): + continue + + if name == 'count': + expanding_f_result = expanding_f() + expanding_apply_f_result = x.expanding( + min_periods=0).apply(func=f) + else: + if name in ['cov', 'corr']: + expanding_f_result = expanding_f( + pairwise=False) + else: + expanding_f_result = expanding_f() + expanding_apply_f_result = x.expanding( + min_periods=min_periods).apply(func=f) + + # GH 9422 + if name in ['sum', 'prod']: + assert_equal(expanding_f_result, + expanding_apply_f_result) + + @pytest.mark.slow + @pytest.mark.parametrize( + 'window,min_periods,center', list(_rolling_consistency_cases())) + def test_rolling_consistency(self, window, min_periods, center): + + # suppress warnings about empty slices, as we are deliberately testing + # with empty/0-length Series/DataFrames + with warnings.catch_warnings(): + warnings.filterwarnings("ignore", + message=".*(empty slice|0 for slice).*", + category=RuntimeWarning) + + # test consistency between different rolling_* moments + self._test_moments_consistency( + min_periods=min_periods, + count=lambda x: ( + x.rolling(window=window, center=center) + .count()), + mean=lambda x: ( + x.rolling(window=window, min_periods=min_periods, + center=center).mean()), + mock_mean=lambda x: ( + x.rolling(window=window, + min_periods=min_periods, + center=center).sum() + .divide(x.rolling(window=window, + min_periods=min_periods, + center=center).count())), + corr=lambda x, y: ( + x.rolling(window=window, min_periods=min_periods, + center=center).corr(y)), + + var_unbiased=lambda x: ( + x.rolling(window=window, min_periods=min_periods, + center=center).var()), + + std_unbiased=lambda x: ( + x.rolling(window=window, min_periods=min_periods, + center=center).std()), + + cov_unbiased=lambda x, y: ( + x.rolling(window=window, min_periods=min_periods, + center=center).cov(y)), + + var_biased=lambda x: ( + x.rolling(window=window, min_periods=min_periods, + center=center).var(ddof=0)), + + std_biased=lambda x: ( + x.rolling(window=window, min_periods=min_periods, + center=center).std(ddof=0)), + + cov_biased=lambda x, y: ( + x.rolling(window=window, min_periods=min_periods, + center=center).cov(y, ddof=0)), + var_debiasing_factors=lambda x: ( + x.rolling(window=window, center=center).count() + .divide((x.rolling(window=window, center=center) + .count() - 1.) + .replace(0., np.nan)))) + + # test consistency between rolling_xyz() and either (a) + # rolling_apply of Series.xyz(), or (b) rolling_apply of + # np.nanxyz() + for (x, is_constant, no_nans) in self.data: + functions = self.base_functions + + # GH 8269 + if no_nans: + functions = self.base_functions + self.no_nan_functions + for (f, require_min_periods, name) in functions: + rolling_f = getattr( + x.rolling(window=window, center=center, + min_periods=min_periods), name) + + if require_min_periods and ( + min_periods is not None) and ( + min_periods < require_min_periods): + continue + + if name == 'count': + rolling_f_result = rolling_f() + rolling_apply_f_result = x.rolling( + window=window, min_periods=0, + center=center).apply(func=f) + else: + if name in ['cov', 'corr']: + rolling_f_result = rolling_f( + pairwise=False) + else: + rolling_f_result = rolling_f() + rolling_apply_f_result = x.rolling( + window=window, min_periods=min_periods, + center=center).apply(func=f) + + # GH 9422 + if name in ['sum', 'prod']: + assert_equal(rolling_f_result, + rolling_apply_f_result) + + # binary moments + def test_rolling_cov(self): + A = self.series + B = A + randn(len(A)) + + result = A.rolling(window=50, min_periods=25).cov(B) + tm.assert_almost_equal(result[-1], np.cov(A[-50:], B[-50:])[0, 1]) + + def test_rolling_cov_pairwise(self): + self._check_pairwise_moment('rolling', 'cov', window=10, min_periods=5) + + def test_rolling_corr(self): + A = self.series + B = A + randn(len(A)) + + result = A.rolling(window=50, min_periods=25).corr(B) + tm.assert_almost_equal(result[-1], np.corrcoef(A[-50:], B[-50:])[0, 1]) + + # test for correct bias correction + a = tm.makeTimeSeries() + b = tm.makeTimeSeries() + a[:5] = np.nan + b[:10] = np.nan + + result = a.rolling(window=len(a), min_periods=1).corr(b) + tm.assert_almost_equal(result[-1], a.corr(b)) + + def test_rolling_corr_pairwise(self): + self._check_pairwise_moment('rolling', 'corr', window=10, + min_periods=5) + + @pytest.mark.parametrize('window', range(7)) + def test_rolling_corr_with_zero_variance(self, window): + # GH 18430 + s = pd.Series(np.zeros(20)) + other = pd.Series(np.arange(20)) + + assert s.rolling(window=window).corr(other=other).isna().all() + + def _check_pairwise_moment(self, dispatch, name, **kwargs): + def get_result(obj, obj2=None): + return getattr(getattr(obj, dispatch)(**kwargs), name)(obj2) + + result = get_result(self.frame) + result = result.loc[(slice(None), 1), 5] + result.index = result.index.droplevel(1) + expected = get_result(self.frame[1], self.frame[5]) + tm.assert_series_equal(result, expected, check_names=False) + + def test_flex_binary_moment(self): + # GH3155 + # don't blow the stack + pytest.raises(TypeError, rwindow._flex_binary_moment, 5, 6, None) + + def test_corr_sanity(self): + # GH 3155 + df = DataFrame(np.array( + [[0.87024726, 0.18505595], [0.64355431, 0.3091617], + [0.92372966, 0.50552513], [0.00203756, 0.04520709], + [0.84780328, 0.33394331], [0.78369152, 0.63919667]])) + + res = df[0].rolling(5, center=True).corr(df[1]) + assert all(np.abs(np.nan_to_num(x)) <= 1 for x in res) + + # and some fuzzing + for _ in range(10): + df = DataFrame(np.random.rand(30, 2)) + res = df[0].rolling(5, center=True).corr(df[1]) + try: + assert all(np.abs(np.nan_to_num(x)) <= 1 for x in res) + except AssertionError: + print(res) + + def test_flex_binary_frame(self): + def _check(method): + series = self.frame[1] + + res = getattr(series.rolling(window=10), method)(self.frame) + res2 = getattr(self.frame.rolling(window=10), method)(series) + exp = self.frame.apply(lambda x: getattr( + series.rolling(window=10), method)(x)) + + tm.assert_frame_equal(res, exp) + tm.assert_frame_equal(res2, exp) + + frame2 = self.frame.copy() + frame2.values[:] = np.random.randn(*frame2.shape) + + res3 = getattr(self.frame.rolling(window=10), method)(frame2) + exp = DataFrame(dict((k, getattr(self.frame[k].rolling( + window=10), method)(frame2[k])) for k in self.frame)) + tm.assert_frame_equal(res3, exp) + + methods = ['corr', 'cov'] + for meth in methods: + _check(meth) + + def test_ewmcov(self): + self._check_binary_ew('cov') + + def test_ewmcov_pairwise(self): + self._check_pairwise_moment('ewm', 'cov', span=10, min_periods=5) + + def test_ewmcorr(self): + self._check_binary_ew('corr') + + def test_ewmcorr_pairwise(self): + self._check_pairwise_moment('ewm', 'corr', span=10, min_periods=5) + + def _check_binary_ew(self, name): + def func(A, B, com, **kwargs): + return getattr(A.ewm(com, **kwargs), name)(B) + + A = Series(randn(50), index=np.arange(50)) + B = A[2:] + randn(48) + + A[:10] = np.NaN + B[-10:] = np.NaN + + result = func(A, B, 20, min_periods=5) + assert np.isnan(result.values[:14]).all() + assert not np.isnan(result.values[14:]).any() + + # GH 7898 + for min_periods in (0, 1, 2): + result = func(A, B, 20, min_periods=min_periods) + # binary functions (ewmcov, ewmcorr) with bias=False require at + # least two values + assert np.isnan(result.values[:11]).all() + assert not np.isnan(result.values[11:]).any() + + # check series of length 0 + result = func(Series([]), Series([]), 50, min_periods=min_periods) + tm.assert_series_equal(result, Series([])) + + # check series of length 1 + result = func( + Series([1.]), Series([1.]), 50, min_periods=min_periods) + tm.assert_series_equal(result, Series([np.NaN])) + + pytest.raises(Exception, func, A, randn(50), 20, min_periods=5) + + def test_expanding_apply_args_kwargs(self): + def mean_w_arg(x, const): + return np.mean(x) + const + + df = DataFrame(np.random.rand(20, 3)) + + expected = df.expanding().apply(np.mean) + 20. + + tm.assert_frame_equal(df.expanding().apply(mean_w_arg, args=(20, )), + expected) + tm.assert_frame_equal(df.expanding().apply(mean_w_arg, + kwargs={'const': 20}), + expected) + + def test_expanding_corr(self): + A = self.series.dropna() + B = (A + randn(len(A)))[:-5] + + result = A.expanding().corr(B) + + rolling_result = A.rolling(window=len(A), min_periods=1).corr(B) + + tm.assert_almost_equal(rolling_result, result) + + def test_expanding_count(self): + result = self.series.expanding().count() + tm.assert_almost_equal(result, self.series.rolling( + window=len(self.series)).count()) + + def test_expanding_quantile(self): + result = self.series.expanding().quantile(0.5) + + rolling_result = self.series.rolling(window=len(self.series), + min_periods=1).quantile(0.5) + + tm.assert_almost_equal(result, rolling_result) + + def test_expanding_cov(self): + A = self.series + B = (A + randn(len(A)))[:-5] + + result = A.expanding().cov(B) + + rolling_result = A.rolling(window=len(A), min_periods=1).cov(B) + + tm.assert_almost_equal(rolling_result, result) + + def test_expanding_cov_pairwise(self): + result = self.frame.expanding().corr() + + rolling_result = self.frame.rolling(window=len(self.frame), + min_periods=1).corr() + + tm.assert_frame_equal(result, rolling_result) + + def test_expanding_corr_pairwise(self): + result = self.frame.expanding().corr() + + rolling_result = self.frame.rolling(window=len(self.frame), + min_periods=1).corr() + tm.assert_frame_equal(result, rolling_result) + + def test_expanding_cov_diff_index(self): + # GH 7512 + s1 = Series([1, 2, 3], index=[0, 1, 2]) + s2 = Series([1, 3], index=[0, 2]) + result = s1.expanding().cov(s2) + expected = Series([None, None, 2.0]) + tm.assert_series_equal(result, expected) + + s2a = Series([1, None, 3], index=[0, 1, 2]) + result = s1.expanding().cov(s2a) + tm.assert_series_equal(result, expected) + + s1 = Series([7, 8, 10], index=[0, 1, 3]) + s2 = Series([7, 9, 10], index=[0, 2, 3]) + result = s1.expanding().cov(s2) + expected = Series([None, None, None, 4.5]) + tm.assert_series_equal(result, expected) + + def test_expanding_corr_diff_index(self): + # GH 7512 + s1 = Series([1, 2, 3], index=[0, 1, 2]) + s2 = Series([1, 3], index=[0, 2]) + result = s1.expanding().corr(s2) + expected = Series([None, None, 1.0]) + tm.assert_series_equal(result, expected) + + s2a = Series([1, None, 3], index=[0, 1, 2]) + result = s1.expanding().corr(s2a) + tm.assert_series_equal(result, expected) + + s1 = Series([7, 8, 10], index=[0, 1, 3]) + s2 = Series([7, 9, 10], index=[0, 2, 3]) + result = s1.expanding().corr(s2) + expected = Series([None, None, None, 1.]) + tm.assert_series_equal(result, expected) + + def test_rolling_cov_diff_length(self): + # GH 7512 + s1 = Series([1, 2, 3], index=[0, 1, 2]) + s2 = Series([1, 3], index=[0, 2]) + result = s1.rolling(window=3, min_periods=2).cov(s2) + expected = Series([None, None, 2.0]) + tm.assert_series_equal(result, expected) + + s2a = Series([1, None, 3], index=[0, 1, 2]) + result = s1.rolling(window=3, min_periods=2).cov(s2a) + tm.assert_series_equal(result, expected) + + def test_rolling_corr_diff_length(self): + # GH 7512 + s1 = Series([1, 2, 3], index=[0, 1, 2]) + s2 = Series([1, 3], index=[0, 2]) + result = s1.rolling(window=3, min_periods=2).corr(s2) + expected = Series([None, None, 1.0]) + tm.assert_series_equal(result, expected) + + s2a = Series([1, None, 3], index=[0, 1, 2]) + result = s1.rolling(window=3, min_periods=2).corr(s2a) + tm.assert_series_equal(result, expected) + + def test_rolling_functions_window_non_shrinkage(self): + # GH 7764 + s = Series(range(4)) + s_expected = Series(np.nan, index=s.index) + df = DataFrame([[1, 5], [3, 2], [3, 9], [-1, 0]], columns=['A', 'B']) + df_expected = DataFrame(np.nan, index=df.index, columns=df.columns) + + functions = [lambda x: (x.rolling(window=10, min_periods=5) + .cov(x, pairwise=False)), + lambda x: (x.rolling(window=10, min_periods=5) + .corr(x, pairwise=False)), + lambda x: x.rolling(window=10, min_periods=5).max(), + lambda x: x.rolling(window=10, min_periods=5).min(), + lambda x: x.rolling(window=10, min_periods=5).sum(), + lambda x: x.rolling(window=10, min_periods=5).mean(), + lambda x: x.rolling(window=10, min_periods=5).std(), + lambda x: x.rolling(window=10, min_periods=5).var(), + lambda x: x.rolling(window=10, min_periods=5).skew(), + lambda x: x.rolling(window=10, min_periods=5).kurt(), + lambda x: x.rolling( + window=10, min_periods=5).quantile(quantile=0.5), + lambda x: x.rolling(window=10, min_periods=5).median(), + lambda x: x.rolling(window=10, min_periods=5).apply(sum), + lambda x: x.rolling(win_type='boxcar', + window=10, min_periods=5).mean()] + for f in functions: + try: + s_result = f(s) + tm.assert_series_equal(s_result, s_expected) + + df_result = f(df) + tm.assert_frame_equal(df_result, df_expected) + except (ImportError): + + # scipy needed for rolling_window + continue + + def test_rolling_functions_window_non_shrinkage_binary(self): + + # corr/cov return a MI DataFrame + df = DataFrame([[1, 5], [3, 2], [3, 9], [-1, 0]], + columns=Index(['A', 'B'], name='foo'), + index=Index(range(4), name='bar')) + df_expected = DataFrame( + columns=Index(['A', 'B'], name='foo'), + index=pd.MultiIndex.from_product([df.index, df.columns], + names=['bar', 'foo']), + dtype='float64') + functions = [lambda x: (x.rolling(window=10, min_periods=5) + .cov(x, pairwise=True)), + lambda x: (x.rolling(window=10, min_periods=5) + .corr(x, pairwise=True))] + for f in functions: + df_result = f(df) + tm.assert_frame_equal(df_result, df_expected) + + def test_moment_functions_zero_length(self): + # GH 8056 + s = Series() + s_expected = s + df1 = DataFrame() + df1_expected = df1 + df2 = DataFrame(columns=['a']) + df2['a'] = df2['a'].astype('float64') + df2_expected = df2 + + functions = [lambda x: x.expanding().count(), + lambda x: x.expanding(min_periods=5).cov( + x, pairwise=False), + lambda x: x.expanding(min_periods=5).corr( + x, pairwise=False), + lambda x: x.expanding(min_periods=5).max(), + lambda x: x.expanding(min_periods=5).min(), + lambda x: x.expanding(min_periods=5).sum(), + lambda x: x.expanding(min_periods=5).mean(), + lambda x: x.expanding(min_periods=5).std(), + lambda x: x.expanding(min_periods=5).var(), + lambda x: x.expanding(min_periods=5).skew(), + lambda x: x.expanding(min_periods=5).kurt(), + lambda x: x.expanding(min_periods=5).quantile(0.5), + lambda x: x.expanding(min_periods=5).median(), + lambda x: x.expanding(min_periods=5).apply(sum), + lambda x: x.rolling(window=10).count(), + lambda x: x.rolling(window=10, min_periods=5).cov( + x, pairwise=False), + lambda x: x.rolling(window=10, min_periods=5).corr( + x, pairwise=False), + lambda x: x.rolling(window=10, min_periods=5).max(), + lambda x: x.rolling(window=10, min_periods=5).min(), + lambda x: x.rolling(window=10, min_periods=5).sum(), + lambda x: x.rolling(window=10, min_periods=5).mean(), + lambda x: x.rolling(window=10, min_periods=5).std(), + lambda x: x.rolling(window=10, min_periods=5).var(), + lambda x: x.rolling(window=10, min_periods=5).skew(), + lambda x: x.rolling(window=10, min_periods=5).kurt(), + lambda x: x.rolling( + window=10, min_periods=5).quantile(0.5), + lambda x: x.rolling(window=10, min_periods=5).median(), + lambda x: x.rolling(window=10, min_periods=5).apply(sum), + lambda x: x.rolling(win_type='boxcar', + window=10, min_periods=5).mean(), + ] + for f in functions: + try: + s_result = f(s) + tm.assert_series_equal(s_result, s_expected) + + df1_result = f(df1) + tm.assert_frame_equal(df1_result, df1_expected) + + df2_result = f(df2) + tm.assert_frame_equal(df2_result, df2_expected) + except (ImportError): + + # scipy needed for rolling_window + continue + + def test_moment_functions_zero_length_pairwise(self): + + df1 = DataFrame() + df1_expected = df1 + df2 = DataFrame(columns=Index(['a'], name='foo'), + index=Index([], name='bar')) + df2['a'] = df2['a'].astype('float64') + + df1_expected = DataFrame( + index=pd.MultiIndex.from_product([df1.index, df1.columns]), + columns=Index([])) + df2_expected = DataFrame( + index=pd.MultiIndex.from_product([df2.index, df2.columns], + names=['bar', 'foo']), + columns=Index(['a'], name='foo'), + dtype='float64') + + functions = [lambda x: (x.expanding(min_periods=5) + .cov(x, pairwise=True)), + lambda x: (x.expanding(min_periods=5) + .corr(x, pairwise=True)), + lambda x: (x.rolling(window=10, min_periods=5) + .cov(x, pairwise=True)), + lambda x: (x.rolling(window=10, min_periods=5) + .corr(x, pairwise=True)), + ] + for f in functions: + df1_result = f(df1) + tm.assert_frame_equal(df1_result, df1_expected) + + df2_result = f(df2) + tm.assert_frame_equal(df2_result, df2_expected) + + def test_expanding_cov_pairwise_diff_length(self): + # GH 7512 + df1 = DataFrame([[1, 5], [3, 2], [3, 9]], + columns=Index(['A', 'B'], name='foo')) + df1a = DataFrame([[1, 5], [3, 9]], + index=[0, 2], + columns=Index(['A', 'B'], name='foo')) + df2 = DataFrame([[5, 6], [None, None], [2, 1]], + columns=Index(['X', 'Y'], name='foo')) + df2a = DataFrame([[5, 6], [2, 1]], + index=[0, 2], + columns=Index(['X', 'Y'], name='foo')) + # TODO: xref gh-15826 + # .loc is not preserving the names + result1 = df1.expanding().cov(df2a, pairwise=True).loc[2] + result2 = df1.expanding().cov(df2a, pairwise=True).loc[2] + result3 = df1a.expanding().cov(df2, pairwise=True).loc[2] + result4 = df1a.expanding().cov(df2a, pairwise=True).loc[2] + expected = DataFrame([[-3.0, -6.0], [-5.0, -10.0]], + columns=Index(['A', 'B'], name='foo'), + index=Index(['X', 'Y'], name='foo')) + tm.assert_frame_equal(result1, expected) + tm.assert_frame_equal(result2, expected) + tm.assert_frame_equal(result3, expected) + tm.assert_frame_equal(result4, expected) + + def test_expanding_corr_pairwise_diff_length(self): + # GH 7512 + df1 = DataFrame([[1, 2], [3, 2], [3, 4]], + columns=['A', 'B'], + index=Index(range(3), name='bar')) + df1a = DataFrame([[1, 2], [3, 4]], + index=Index([0, 2], name='bar'), + columns=['A', 'B']) + df2 = DataFrame([[5, 6], [None, None], [2, 1]], + columns=['X', 'Y'], + index=Index(range(3), name='bar')) + df2a = DataFrame([[5, 6], [2, 1]], + index=Index([0, 2], name='bar'), + columns=['X', 'Y']) + result1 = df1.expanding().corr(df2, pairwise=True).loc[2] + result2 = df1.expanding().corr(df2a, pairwise=True).loc[2] + result3 = df1a.expanding().corr(df2, pairwise=True).loc[2] + result4 = df1a.expanding().corr(df2a, pairwise=True).loc[2] + expected = DataFrame([[-1.0, -1.0], [-1.0, -1.0]], + columns=['A', 'B'], + index=Index(['X', 'Y'])) + tm.assert_frame_equal(result1, expected) + tm.assert_frame_equal(result2, expected) + tm.assert_frame_equal(result3, expected) + tm.assert_frame_equal(result4, expected) + + def test_rolling_skew_edge_cases(self): + + all_nan = Series([np.NaN] * 5) + + # yields all NaN (0 variance) + d = Series([1] * 5) + x = d.rolling(window=5).skew() + tm.assert_series_equal(all_nan, x) + + # yields all NaN (window too small) + d = Series(np.random.randn(5)) + x = d.rolling(window=2).skew() + tm.assert_series_equal(all_nan, x) + + # yields [NaN, NaN, NaN, 0.177994, 1.548824] + d = Series([-1.50837035, -0.1297039, 0.19501095, 1.73508164, 0.41941401 + ]) + expected = Series([np.NaN, np.NaN, np.NaN, 0.177994, 1.548824]) + x = d.rolling(window=4).skew() + tm.assert_series_equal(expected, x) + + def test_rolling_kurt_edge_cases(self): + + all_nan = Series([np.NaN] * 5) + + # yields all NaN (0 variance) + d = Series([1] * 5) + x = d.rolling(window=5).kurt() + tm.assert_series_equal(all_nan, x) + + # yields all NaN (window too small) + d = Series(np.random.randn(5)) + x = d.rolling(window=3).kurt() + tm.assert_series_equal(all_nan, x) + + # yields [NaN, NaN, NaN, 1.224307, 2.671499] + d = Series([-1.50837035, -0.1297039, 0.19501095, 1.73508164, 0.41941401 + ]) + expected = Series([np.NaN, np.NaN, np.NaN, 1.224307, 2.671499]) + x = d.rolling(window=4).kurt() + tm.assert_series_equal(expected, x) + + def test_rolling_skew_eq_value_fperr(self): + # #18804 all rolling skew for all equal values should return Nan + a = Series([1.1] * 15).rolling(window=10).skew() + assert np.isnan(a).all() + + def test_rolling_kurt_eq_value_fperr(self): + # #18804 all rolling kurt for all equal values should return Nan + a = Series([1.1] * 15).rolling(window=10).kurt() + assert np.isnan(a).all() + + @pytest.mark.parametrize('func,static_comp', [('sum', np.sum), + ('mean', np.mean), + ('max', np.max), + ('min', np.min)], + ids=['sum', 'mean', 'max', 'min']) + def test_expanding_func(self, func, static_comp): + def expanding_func(x, min_periods=1, center=False, axis=0): + exp = x.expanding(min_periods=min_periods, + center=center, axis=axis) + return getattr(exp, func)() + self._check_expanding(expanding_func, static_comp, preserve_nan=False) + + def test_expanding_apply(self): + + def expanding_mean(x, min_periods=1): + exp = x.expanding(min_periods=min_periods) + return exp.apply(lambda x: x.mean()) + + self._check_expanding(expanding_mean, np.mean) + + ser = Series([]) + tm.assert_series_equal(ser, ser.expanding().apply(lambda x: x.mean())) + + # GH 8080 + s = Series([None, None, None]) + result = s.expanding(min_periods=0).apply(lambda x: len(x)) + expected = Series([1., 2., 3.]) + tm.assert_series_equal(result, expected) + + def _check_expanding(self, func, static_comp, has_min_periods=True, + has_time_rule=True, preserve_nan=True): + + series_result = func(self.series) + assert isinstance(series_result, Series) + frame_result = func(self.frame) + assert isinstance(frame_result, DataFrame) + + result = func(self.series) + tm.assert_almost_equal(result[10], static_comp(self.series[:11])) + + if preserve_nan: + assert result.iloc[self._nan_locs].isna().all() + + ser = Series(randn(50)) + + if has_min_periods: + result = func(ser, min_periods=30) + assert result[:29].isna().all() + tm.assert_almost_equal(result.iloc[-1], static_comp(ser[:50])) + + # min_periods is working correctly + result = func(ser, min_periods=15) + assert isna(result.iloc[13]) + assert notna(result.iloc[14]) + + ser2 = Series(randn(20)) + result = func(ser2, min_periods=5) + assert isna(result[3]) + assert notna(result[4]) + + # min_periods=0 + result0 = func(ser, min_periods=0) + result1 = func(ser, min_periods=1) + tm.assert_almost_equal(result0, result1) + else: + result = func(ser) + tm.assert_almost_equal(result.iloc[-1], static_comp(ser[:50])) + + def test_rolling_max_gh6297(self): + """Replicate result expected in GH #6297""" + + indices = [datetime(1975, 1, i) for i in range(1, 6)] + # So that we can have 2 datapoints on one of the days + indices.append(datetime(1975, 1, 3, 6, 0)) + series = Series(range(1, 7), index=indices) + # Use floats instead of ints as values + series = series.map(lambda x: float(x)) + # Sort chronologically + series = series.sort_index() + + expected = Series([1.0, 2.0, 6.0, 4.0, 5.0], + index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) + x = series.resample('D').max().rolling(window=1).max() + tm.assert_series_equal(expected, x) + + def test_rolling_max_resample(self): + + indices = [datetime(1975, 1, i) for i in range(1, 6)] + # So that we can have 3 datapoints on last day (4, 10, and 20) + indices.append(datetime(1975, 1, 5, 1)) + indices.append(datetime(1975, 1, 5, 2)) + series = Series(list(range(0, 5)) + [10, 20], index=indices) + # Use floats instead of ints as values + series = series.map(lambda x: float(x)) + # Sort chronologically + series = series.sort_index() + + # Default how should be max + expected = Series([0.0, 1.0, 2.0, 3.0, 20.0], + index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) + x = series.resample('D').max().rolling(window=1).max() + tm.assert_series_equal(expected, x) + + # Now specify median (10.0) + expected = Series([0.0, 1.0, 2.0, 3.0, 10.0], + index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) + x = series.resample('D').median().rolling(window=1).max() + tm.assert_series_equal(expected, x) + + # Now specify mean (4+10+20)/3 + v = (4.0 + 10.0 + 20.0) / 3.0 + expected = Series([0.0, 1.0, 2.0, 3.0, v], + index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) + x = series.resample('D').mean().rolling(window=1).max() + tm.assert_series_equal(expected, x) + + def test_rolling_min_resample(self): + + indices = [datetime(1975, 1, i) for i in range(1, 6)] + # So that we can have 3 datapoints on last day (4, 10, and 20) + indices.append(datetime(1975, 1, 5, 1)) + indices.append(datetime(1975, 1, 5, 2)) + series = Series(list(range(0, 5)) + [10, 20], index=indices) + # Use floats instead of ints as values + series = series.map(lambda x: float(x)) + # Sort chronologically + series = series.sort_index() + + # Default how should be min + expected = Series([0.0, 1.0, 2.0, 3.0, 4.0], + index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) + r = series.resample('D').min().rolling(window=1) + tm.assert_series_equal(expected, r.min()) + + def test_rolling_median_resample(self): + + indices = [datetime(1975, 1, i) for i in range(1, 6)] + # So that we can have 3 datapoints on last day (4, 10, and 20) + indices.append(datetime(1975, 1, 5, 1)) + indices.append(datetime(1975, 1, 5, 2)) + series = Series(list(range(0, 5)) + [10, 20], index=indices) + # Use floats instead of ints as values + series = series.map(lambda x: float(x)) + # Sort chronologically + series = series.sort_index() + + # Default how should be median + expected = Series([0.0, 1.0, 2.0, 3.0, 10], + index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) + x = series.resample('D').median().rolling(window=1).median() + tm.assert_series_equal(expected, x) + + def test_rolling_median_memory_error(self): + # GH11722 + n = 20000 + Series(np.random.randn(n)).rolling(window=2, center=False).median() + Series(np.random.randn(n)).rolling(window=2, center=False).median() + + def test_rolling_min_max_numeric_types(self): + + # GH12373 + types_test = [np.dtype("f{}".format(width)) for width in [4, 8]] + types_test.extend([np.dtype("{}{}".format(sign, width)) + for width in [1, 2, 4, 8] for sign in "ui"]) + for data_type in types_test: + # Just testing that these don't throw exceptions and that + # the return type is float64. Other tests will cover quantitative + # correctness + result = (DataFrame(np.arange(20, dtype=data_type)) + .rolling(window=5).max()) + assert result.dtypes[0] == np.dtype("f8") + result = (DataFrame(np.arange(20, dtype=data_type)) + .rolling(window=5).min()) + assert result.dtypes[0] == np.dtype("f8") + + +class TestGrouperGrouping(object): + + def setup_method(self, method): + self.series = Series(np.arange(10)) + self.frame = DataFrame({'A': [1] * 20 + [2] * 12 + [3] * 8, + 'B': np.arange(40)}) + + def test_mutated(self): + + def f(): + self.frame.groupby('A', foo=1) + pytest.raises(TypeError, f) + + g = self.frame.groupby('A') + assert not g.mutated + g = self.frame.groupby('A', mutated=True) + assert g.mutated + + def test_getitem(self): + g = self.frame.groupby('A') + g_mutated = self.frame.groupby('A', mutated=True) + + expected = g_mutated.B.apply(lambda x: x.rolling(2).mean()) + + result = g.rolling(2).mean().B + tm.assert_series_equal(result, expected) + + result = g.rolling(2).B.mean() + tm.assert_series_equal(result, expected) + + result = g.B.rolling(2).mean() + tm.assert_series_equal(result, expected) + + result = self.frame.B.groupby(self.frame.A).rolling(2).mean() + tm.assert_series_equal(result, expected) + + def test_getitem_multiple(self): + + # GH 13174 + g = self.frame.groupby('A') + r = g.rolling(2) + g_mutated = self.frame.groupby('A', mutated=True) + expected = g_mutated.B.apply(lambda x: x.rolling(2).count()) + + result = r.B.count() + tm.assert_series_equal(result, expected) + + result = r.B.count() + tm.assert_series_equal(result, expected) + + def test_rolling(self): + g = self.frame.groupby('A') + r = g.rolling(window=4) + + for f in ['sum', 'mean', 'min', 'max', 'count', 'kurt', 'skew']: + + result = getattr(r, f)() + expected = g.apply(lambda x: getattr(x.rolling(4), f)()) + tm.assert_frame_equal(result, expected) + + for f in ['std', 'var']: + result = getattr(r, f)(ddof=1) + expected = g.apply(lambda x: getattr(x.rolling(4), f)(ddof=1)) + tm.assert_frame_equal(result, expected) + + result = r.quantile(0.5) + expected = g.apply(lambda x: x.rolling(4).quantile(0.5)) + tm.assert_frame_equal(result, expected) + + def test_rolling_corr_cov(self): + g = self.frame.groupby('A') + r = g.rolling(window=4) + + for f in ['corr', 'cov']: + result = getattr(r, f)(self.frame) + + def func(x): + return getattr(x.rolling(4), f)(self.frame) + expected = g.apply(func) + tm.assert_frame_equal(result, expected) + + result = getattr(r.B, f)(pairwise=True) + + def func(x): + return getattr(x.B.rolling(4), f)(pairwise=True) + expected = g.apply(func) + tm.assert_series_equal(result, expected) + + def test_rolling_apply(self): + g = self.frame.groupby('A') + r = g.rolling(window=4) + + # reduction + result = r.apply(lambda x: x.sum()) + expected = g.apply(lambda x: x.rolling(4).apply(lambda y: y.sum())) + tm.assert_frame_equal(result, expected) + + def test_expanding(self): + g = self.frame.groupby('A') + r = g.expanding() + + for f in ['sum', 'mean', 'min', 'max', 'count', 'kurt', 'skew']: + + result = getattr(r, f)() + expected = g.apply(lambda x: getattr(x.expanding(), f)()) + tm.assert_frame_equal(result, expected) + + for f in ['std', 'var']: + result = getattr(r, f)(ddof=0) + expected = g.apply(lambda x: getattr(x.expanding(), f)(ddof=0)) + tm.assert_frame_equal(result, expected) + + result = r.quantile(0.5) + expected = g.apply(lambda x: x.expanding().quantile(0.5)) + tm.assert_frame_equal(result, expected) + + def test_expanding_corr_cov(self): + g = self.frame.groupby('A') + r = g.expanding() + + for f in ['corr', 'cov']: + result = getattr(r, f)(self.frame) + + def func(x): + return getattr(x.expanding(), f)(self.frame) + expected = g.apply(func) + tm.assert_frame_equal(result, expected) + + result = getattr(r.B, f)(pairwise=True) + + def func(x): + return getattr(x.B.expanding(), f)(pairwise=True) + expected = g.apply(func) + tm.assert_series_equal(result, expected) + + def test_expanding_apply(self): + g = self.frame.groupby('A') + r = g.expanding() + + # reduction + result = r.apply(lambda x: x.sum()) + expected = g.apply(lambda x: x.expanding().apply(lambda y: y.sum())) + tm.assert_frame_equal(result, expected) + + +class TestRollingTS(object): + + # rolling time-series friendly + # xref GH13327 + + def setup_method(self, method): + + self.regular = DataFrame({'A': pd.date_range('20130101', + periods=5, + freq='s'), + 'B': range(5)}).set_index('A') + + self.ragged = DataFrame({'B': range(5)}) + self.ragged.index = [Timestamp('20130101 09:00:00'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:05'), + Timestamp('20130101 09:00:06')] + + def test_doc_string(self): + + df = DataFrame({'B': [0, 1, 2, np.nan, 4]}, + index=[Timestamp('20130101 09:00:00'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:05'), + Timestamp('20130101 09:00:06')]) + df + df.rolling('2s').sum() + + def test_valid(self): + + df = self.regular + + # not a valid freq + with pytest.raises(ValueError): + df.rolling(window='foobar') + + # not a datetimelike index + with pytest.raises(ValueError): + df.reset_index().rolling(window='foobar') + + # non-fixed freqs + for freq in ['2MS', pd.offsets.MonthBegin(2)]: + with pytest.raises(ValueError): + df.rolling(window=freq) + + for freq in ['1D', pd.offsets.Day(2), '2ms']: + df.rolling(window=freq) + + # non-integer min_periods + for minp in [1.0, 'foo', np.array([1, 2, 3])]: + with pytest.raises(ValueError): + df.rolling(window='1D', min_periods=minp) + + # center is not implemented + with pytest.raises(NotImplementedError): + df.rolling(window='1D', center=True) + + def test_on(self): + + df = self.regular + + # not a valid column + with pytest.raises(ValueError): + df.rolling(window='2s', on='foobar') + + # column is valid + df = df.copy() + df['C'] = pd.date_range('20130101', periods=len(df)) + df.rolling(window='2d', on='C').sum() + + # invalid columns + with pytest.raises(ValueError): + df.rolling(window='2d', on='B') + + # ok even though on non-selected + df.rolling(window='2d', on='C').B.sum() + + def test_monotonic_on(self): + + # on/index must be monotonic + df = DataFrame({'A': pd.date_range('20130101', + periods=5, + freq='s'), + 'B': range(5)}) + + assert df.A.is_monotonic + df.rolling('2s', on='A').sum() + + df = df.set_index('A') + assert df.index.is_monotonic + df.rolling('2s').sum() + + # non-monotonic + df.index = reversed(df.index.tolist()) + assert not df.index.is_monotonic + + with pytest.raises(ValueError): + df.rolling('2s').sum() + + df = df.reset_index() + with pytest.raises(ValueError): + df.rolling('2s', on='A').sum() + + def test_frame_on(self): + + df = DataFrame({'B': range(5), + 'C': pd.date_range('20130101 09:00:00', + periods=5, + freq='3s')}) + + df['A'] = [Timestamp('20130101 09:00:00'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:05'), + Timestamp('20130101 09:00:06')] + + # we are doing simulating using 'on' + expected = (df.set_index('A') + .rolling('2s') + .B + .sum() + .reset_index(drop=True) + ) + + result = (df.rolling('2s', on='A') + .B + .sum() + ) + tm.assert_series_equal(result, expected) + + # test as a frame + # we should be ignoring the 'on' as an aggregation column + # note that the expected is setting, computing, and resetting + # so the columns need to be switched compared + # to the actual result where they are ordered as in the + # original + expected = (df.set_index('A') + .rolling('2s')[['B']] + .sum() + .reset_index()[['B', 'A']] + ) + + result = (df.rolling('2s', on='A')[['B']] + .sum() + ) + tm.assert_frame_equal(result, expected) + + def test_frame_on2(self): + + # using multiple aggregation columns + df = DataFrame({'A': [0, 1, 2, 3, 4], + 'B': [0, 1, 2, np.nan, 4], + 'C': Index([Timestamp('20130101 09:00:00'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:05'), + Timestamp('20130101 09:00:06')])}, + columns=['A', 'C', 'B']) + + expected1 = DataFrame({'A': [0., 1, 3, 3, 7], + 'B': [0, 1, 3, np.nan, 4], + 'C': df['C']}, + columns=['A', 'C', 'B']) + + result = df.rolling('2s', on='C').sum() + expected = expected1 + tm.assert_frame_equal(result, expected) + + expected = Series([0, 1, 3, np.nan, 4], name='B') + result = df.rolling('2s', on='C').B.sum() + tm.assert_series_equal(result, expected) + + expected = expected1[['A', 'B', 'C']] + result = df.rolling('2s', on='C')[['A', 'B', 'C']].sum() + tm.assert_frame_equal(result, expected) + + def test_basic_regular(self): + + df = self.regular.copy() + + df.index = pd.date_range('20130101', periods=5, freq='D') + expected = df.rolling(window=1, min_periods=1).sum() + result = df.rolling(window='1D').sum() + tm.assert_frame_equal(result, expected) + + df.index = pd.date_range('20130101', periods=5, freq='2D') + expected = df.rolling(window=1, min_periods=1).sum() + result = df.rolling(window='2D', min_periods=1).sum() + tm.assert_frame_equal(result, expected) + + expected = df.rolling(window=1, min_periods=1).sum() + result = df.rolling(window='2D', min_periods=1).sum() + tm.assert_frame_equal(result, expected) + + expected = df.rolling(window=1).sum() + result = df.rolling(window='2D').sum() + tm.assert_frame_equal(result, expected) + + def test_min_periods(self): + + # compare for min_periods + df = self.regular + + # these slightly different + expected = df.rolling(2, min_periods=1).sum() + result = df.rolling('2s').sum() + tm.assert_frame_equal(result, expected) + + expected = df.rolling(2, min_periods=1).sum() + result = df.rolling('2s', min_periods=1).sum() + tm.assert_frame_equal(result, expected) + + def test_closed(self): + + # xref GH13965 + + df = DataFrame({'A': [1] * 5}, + index=[Timestamp('20130101 09:00:01'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:04'), + Timestamp('20130101 09:00:06')]) + + # closed must be 'right', 'left', 'both', 'neither' + with pytest.raises(ValueError): + self.regular.rolling(window='2s', closed="blabla") + + expected = df.copy() + expected["A"] = [1.0, 2, 2, 2, 1] + result = df.rolling('2s', closed='right').sum() + tm.assert_frame_equal(result, expected) + + # default should be 'right' + result = df.rolling('2s').sum() + tm.assert_frame_equal(result, expected) + + expected = df.copy() + expected["A"] = [1.0, 2, 3, 3, 2] + result = df.rolling('2s', closed='both').sum() + tm.assert_frame_equal(result, expected) + + expected = df.copy() + expected["A"] = [np.nan, 1.0, 2, 2, 1] + result = df.rolling('2s', closed='left').sum() + tm.assert_frame_equal(result, expected) + + expected = df.copy() + expected["A"] = [np.nan, 1.0, 1, 1, np.nan] + result = df.rolling('2s', closed='neither').sum() + tm.assert_frame_equal(result, expected) + + def test_ragged_sum(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 3, 7] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=2).sum() + expected = df.copy() + expected['B'] = [np.nan, np.nan, 3, np.nan, 7] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='3s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 5, 7] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='3s').sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 5, 7] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='4s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 6, 9] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='4s', min_periods=3).sum() + expected = df.copy() + expected['B'] = [np.nan, np.nan, 3, 6, 9] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 6, 10] + tm.assert_frame_equal(result, expected) + + def test_ragged_mean(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).mean() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).mean() + expected = df.copy() + expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] + tm.assert_frame_equal(result, expected) + + def test_ragged_median(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).median() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).median() + expected = df.copy() + expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] + tm.assert_frame_equal(result, expected) + + def test_ragged_quantile(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).quantile(0.5) + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).quantile(0.5) + expected = df.copy() + expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] + tm.assert_frame_equal(result, expected) + + def test_ragged_std(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).std(ddof=0) + expected = df.copy() + expected['B'] = [0.0] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='1s', min_periods=1).std(ddof=1) + expected = df.copy() + expected['B'] = [np.nan] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='3s', min_periods=1).std(ddof=0) + expected = df.copy() + expected['B'] = [0.0] + [0.5] * 4 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).std(ddof=1) + expected = df.copy() + expected['B'] = [np.nan, 0.707107, 1.0, 1.0, 1.290994] + tm.assert_frame_equal(result, expected) + + def test_ragged_var(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).var(ddof=0) + expected = df.copy() + expected['B'] = [0.0] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='1s', min_periods=1).var(ddof=1) + expected = df.copy() + expected['B'] = [np.nan] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='3s', min_periods=1).var(ddof=0) + expected = df.copy() + expected['B'] = [0.0] + [0.25] * 4 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).var(ddof=1) + expected = df.copy() + expected['B'] = [np.nan, 0.5, 1.0, 1.0, 1 + 2 / 3.] + tm.assert_frame_equal(result, expected) + + def test_ragged_skew(self): + + df = self.ragged + result = df.rolling(window='3s', min_periods=1).skew() + expected = df.copy() + expected['B'] = [np.nan] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).skew() + expected = df.copy() + expected['B'] = [np.nan] * 2 + [0.0, 0.0, 0.0] + tm.assert_frame_equal(result, expected) + + def test_ragged_kurt(self): + + df = self.ragged + result = df.rolling(window='3s', min_periods=1).kurt() + expected = df.copy() + expected['B'] = [np.nan] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).kurt() + expected = df.copy() + expected['B'] = [np.nan] * 4 + [-1.2] + tm.assert_frame_equal(result, expected) + + def test_ragged_count(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).count() + expected = df.copy() + expected['B'] = [1.0, 1, 1, 1, 1] + tm.assert_frame_equal(result, expected) + + df = self.ragged + result = df.rolling(window='1s').count() + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).count() + expected = df.copy() + expected['B'] = [1.0, 1, 2, 1, 2] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=2).count() + expected = df.copy() + expected['B'] = [np.nan, np.nan, 2, np.nan, 2] + tm.assert_frame_equal(result, expected) + + def test_regular_min(self): + + df = DataFrame({'A': pd.date_range('20130101', + periods=5, + freq='s'), + 'B': [0.0, 1, 2, 3, 4]}).set_index('A') + result = df.rolling('1s').min() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + df = DataFrame({'A': pd.date_range('20130101', + periods=5, + freq='s'), + 'B': [5, 4, 3, 4, 5]}).set_index('A') + + tm.assert_frame_equal(result, expected) + result = df.rolling('2s').min() + expected = df.copy() + expected['B'] = [5.0, 4, 3, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling('5s').min() + expected = df.copy() + expected['B'] = [5.0, 4, 3, 3, 3] + tm.assert_frame_equal(result, expected) + + def test_ragged_min(self): + + df = self.ragged + + result = df.rolling(window='1s', min_periods=1).min() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).min() + expected = df.copy() + expected['B'] = [0.0, 1, 1, 3, 3] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).min() + expected = df.copy() + expected['B'] = [0.0, 0, 0, 1, 1] + tm.assert_frame_equal(result, expected) + + def test_perf_min(self): + + N = 10000 + + dfp = DataFrame({'B': np.random.randn(N)}, + index=pd.date_range('20130101', + periods=N, + freq='s')) + expected = dfp.rolling(2, min_periods=1).min() + result = dfp.rolling('2s').min() + assert ((result - expected) < 0.01).all().bool() + + expected = dfp.rolling(200, min_periods=1).min() + result = dfp.rolling('200s').min() + assert ((result - expected) < 0.01).all().bool() + + def test_ragged_max(self): + + df = self.ragged + + result = df.rolling(window='1s', min_periods=1).max() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).max() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).max() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + def test_ragged_apply(self): + + df = self.ragged + + f = lambda x: 1 + result = df.rolling(window='1s', min_periods=1).apply(f) + expected = df.copy() + expected['B'] = 1. + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).apply(f) + expected = df.copy() + expected['B'] = 1. + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).apply(f) + expected = df.copy() + expected['B'] = 1. + tm.assert_frame_equal(result, expected) + + def test_all(self): + + # simple comparison of integer vs time-based windowing + df = self.regular * 2 + er = df.rolling(window=1) + r = df.rolling(window='1s') + + for f in ['sum', 'mean', 'count', 'median', 'std', + 'var', 'kurt', 'skew', 'min', 'max']: + + result = getattr(r, f)() + expected = getattr(er, f)() + tm.assert_frame_equal(result, expected) + + result = r.quantile(0.5) + expected = er.quantile(0.5) + tm.assert_frame_equal(result, expected) + + result = r.apply(lambda x: 1) + expected = er.apply(lambda x: 1) + tm.assert_frame_equal(result, expected) + + def test_all2(self): + + # more sophisticated comparison of integer vs. + # time-based windowing + df = DataFrame({'B': np.arange(50)}, + index=pd.date_range('20130101', + periods=50, freq='H') + ) + # in-range data + dft = df.between_time("09:00", "16:00") + + r = dft.rolling(window='5H') + + for f in ['sum', 'mean', 'count', 'median', 'std', + 'var', 'kurt', 'skew', 'min', 'max']: + + result = getattr(r, f)() + + # we need to roll the days separately + # to compare with a time-based roll + # finally groupby-apply will return a multi-index + # so we need to drop the day + def agg_by_day(x): + x = x.between_time("09:00", "16:00") + return getattr(x.rolling(5, min_periods=1), f)() + expected = df.groupby(df.index.day).apply( + agg_by_day).reset_index(level=0, drop=True) + + tm.assert_frame_equal(result, expected) + + def test_groupby_monotonic(self): + + # GH 15130 + # we don't need to validate monotonicity when grouping + + data = [ + ['David', '1/1/2015', 100], ['David', '1/5/2015', 500], + ['David', '5/30/2015', 50], ['David', '7/25/2015', 50], + ['Ryan', '1/4/2014', 100], ['Ryan', '1/19/2015', 500], + ['Ryan', '3/31/2016', 50], ['Joe', '7/1/2015', 100], + ['Joe', '9/9/2015', 500], ['Joe', '10/15/2015', 50]] + + df = DataFrame(data=data, columns=['name', 'date', 'amount']) + df['date'] = pd.to_datetime(df['date']) + + expected = df.set_index('date').groupby('name').apply( + lambda x: x.rolling('180D')['amount'].sum()) + result = df.groupby('name').rolling('180D', on='date')['amount'].sum() + tm.assert_series_equal(result, expected) + + def test_non_monotonic(self): + # GH 13966 (similar to #15130, closed by #15175) + + dates = pd.date_range(start='2016-01-01 09:30:00', + periods=20, freq='s') + df = DataFrame({'A': [1] * 20 + [2] * 12 + [3] * 8, + 'B': np.concatenate((dates, dates)), + 'C': np.arange(40)}) + + result = df.groupby('A').rolling('4s', on='B').C.mean() + expected = df.set_index('B').groupby('A').apply( + lambda x: x.rolling('4s')['C'].mean()) + tm.assert_series_equal(result, expected) + + df2 = df.sort_values('B') + result = df2.groupby('A').rolling('4s', on='B').C.mean() + tm.assert_series_equal(result, expected) + + def test_rolling_cov_offset(self): + # GH16058 + + idx = pd.date_range('2017-01-01', periods=24, freq='1h') + ss = Series(np.arange(len(idx)), index=idx) + + result = ss.rolling('2h').cov() + expected = Series([np.nan] + [0.5] * (len(idx) - 1), index=idx) + tm.assert_series_equal(result, expected) + + expected2 = ss.rolling(2, min_periods=1).cov() + tm.assert_series_equal(result, expected2) + + result = ss.rolling('3h').cov() + expected = Series([np.nan, 0.5] + [1.0] * (len(idx) - 2), index=idx) + tm.assert_series_equal(result, expected) + + expected2 = ss.rolling(3, min_periods=1).cov() + tm.assert_series_equal(result, expected2) From ccf473fb6455b5212ee73e48655501d2811663a8 Mon Sep 17 00:00:00 2001 From: Gilberto Olimpio Date: Mon, 12 Feb 2018 11:56:14 -0200 Subject: [PATCH 12/19] Creating the window folder and the files test_rolling.py, test_expanding.py, and test_ewma.py --- pandas/tests/windows/__init__.py | 0 pandas/tests/windows/test_ewma.py | 0 pandas/tests/windows/test_expanding.py | 0 pandas/tests/windows/test_rolling.py | 0 pandas/tests/{ => windows}/test_window.py | 0 5 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 pandas/tests/windows/__init__.py create mode 100644 pandas/tests/windows/test_ewma.py create mode 100644 pandas/tests/windows/test_expanding.py create mode 100644 pandas/tests/windows/test_rolling.py rename pandas/tests/{ => windows}/test_window.py (100%) diff --git a/pandas/tests/windows/__init__.py b/pandas/tests/windows/__init__.py new file mode 100644 index 0000000000000..e69de29bb2d1d diff --git a/pandas/tests/windows/test_ewma.py b/pandas/tests/windows/test_ewma.py new file mode 100644 index 0000000000000..e69de29bb2d1d diff --git a/pandas/tests/windows/test_expanding.py b/pandas/tests/windows/test_expanding.py new file mode 100644 index 0000000000000..e69de29bb2d1d diff --git a/pandas/tests/windows/test_rolling.py b/pandas/tests/windows/test_rolling.py new file mode 100644 index 0000000000000..e69de29bb2d1d diff --git a/pandas/tests/test_window.py b/pandas/tests/windows/test_window.py similarity index 100% rename from pandas/tests/test_window.py rename to pandas/tests/windows/test_window.py From 95d9d0e80a21d963605eda70b80791a305d76070 Mon Sep 17 00:00:00 2001 From: Gilberto Olimpio Date: Mon, 12 Feb 2018 12:40:25 -0200 Subject: [PATCH 13/19] Inclusion of tests for the rolling functions according to the file test_window.py --- pandas/tests/windows/test_rolling.py | 1505 ++++++++++++++++++++++++++ 1 file changed, 1505 insertions(+) diff --git a/pandas/tests/windows/test_rolling.py b/pandas/tests/windows/test_rolling.py index e69de29bb2d1d..d91c6b8e6454f 100644 --- a/pandas/tests/windows/test_rolling.py +++ b/pandas/tests/windows/test_rolling.py @@ -0,0 +1,1505 @@ +import pytest +import warnings + +from datetime import datetime, timedelta +from numpy.random import randn +import numpy as np + +import pandas as pd +from pandas import (Series, DataFrame, bdate_range, + isna, notna, Timestamp, Index) +import pandas.core.window as rwindow +import pandas.tseries.offsets as offsets +from pandas.errors import UnsupportedFunctionCall +import pandas.util.testing as tm +import pandas.util._test_decorators as td +from pandas.compat import range, zip + +N, K = 100, 10 + + +def assert_equal(left, right): + if isinstance(left, Series): + tm.assert_series_equal(left, right) + else: + tm.assert_frame_equal(left, right) + + +class Base(object): + + _nan_locs = np.arange(20, 40) + _inf_locs = np.array([]) + + def _create_data(self): + arr = randn(N) + arr[self._nan_locs] = np.NaN + + self.arr = arr + self.rng = bdate_range(datetime(2009, 1, 1), periods=N) + self.series = Series(arr.copy(), index=self.rng) + self.frame = DataFrame(randn(N, K), index=self.rng, + columns=np.arange(K)) + + +class TestRolling(Base): + + def setup_method(self, method): + self._create_data() + + def test_doc_string(self): + + df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) + df + df.rolling(2).sum() + df.rolling(2, min_periods=1).sum() + + def test_constructor(self): + # GH 12669 + + for o in [self.series, self.frame]: + c = o.rolling + + # valid + c(window=2) + c(window=2, min_periods=1) + c(window=2, min_periods=1, center=True) + c(window=2, min_periods=1, center=False) + + # GH 13383 + c(0) + with pytest.raises(ValueError): + c(-1) + + # not valid + for w in [2., 'foo', np.array([2])]: + with pytest.raises(ValueError): + c(window=w) + with pytest.raises(ValueError): + c(window=2, min_periods=w) + with pytest.raises(ValueError): + c(window=2, min_periods=1, center=w) + + @td.skip_if_no_scipy + def test_constructor_with_win_type(self): + # GH 13383 + for o in [self.series, self.frame]: + c = o.rolling + c(0, win_type='boxcar') + with pytest.raises(ValueError): + c(-1, win_type='boxcar') + + def test_constructor_with_timedelta_window(self): + # GH 15440 + n = 10 + df = DataFrame({'value': np.arange(n)}, + index=pd.date_range('2015-12-24', periods=n, freq="D")) + expected_data = np.append([0., 1.], np.arange(3., 27., 3)) + for window in [timedelta(days=3), pd.Timedelta(days=3)]: + result = df.rolling(window=window).sum() + expected = DataFrame({'value': expected_data}, + index=pd.date_range('2015-12-24', periods=n, + freq="D")) + tm.assert_frame_equal(result, expected) + expected = df.rolling('3D').sum() + tm.assert_frame_equal(result, expected) + + @pytest.mark.parametrize( + 'window', [timedelta(days=3), pd.Timedelta(days=3), '3D']) + def test_constructor_with_timedelta_window_and_minperiods(self, window): + # GH 15305 + n = 10 + df = DataFrame({'value': np.arange(n)}, + index=pd.date_range('2017-08-08', periods=n, freq="D")) + expected = DataFrame( + {'value': np.append([np.NaN, 1.], np.arange(3., 27., 3))}, + index=pd.date_range('2017-08-08', periods=n, freq="D")) + result_roll_sum = df.rolling(window=window, min_periods=2).sum() + result_roll_generic = df.rolling(window=window, + min_periods=2).apply(sum) + tm.assert_frame_equal(result_roll_sum, expected) + tm.assert_frame_equal(result_roll_generic, expected) + + def test_numpy_compat(self): + # see gh-12811 + r = rwindow.Rolling(Series([2, 4, 6]), window=2) + + msg = "numpy operations are not valid with window objects" + + for func in ('std', 'mean', 'sum', 'max', 'min', 'var'): + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(r, func), 1, 2, 3) + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(r, func), dtype=np.float64) + + def test_closed(self): + df = DataFrame({'A': [0, 1, 2, 3, 4]}) + # closed only allowed for datetimelike + with pytest.raises(ValueError): + df.rolling(window=3, closed='neither') + + @pytest.mark.parametrize('roller', ['1s', 1]) + def tests_empty_df_rolling(self, roller): + # GH 15819 Verifies that datetime and integer rolling windows can be + # applied to empty DataFrames + expected = DataFrame() + result = DataFrame().rolling(roller).sum() + tm.assert_frame_equal(result, expected) + + # Verifies that datetime and integer rolling windows can be applied to + # empty DataFrames with datetime index + expected = DataFrame(index=pd.DatetimeIndex([])) + result = DataFrame(index=pd.DatetimeIndex([])).rolling(roller).sum() + tm.assert_frame_equal(result, expected) + + def test_missing_minp_zero(self): + # https://github.com/pandas-dev/pandas/pull/18921 + # minp=0 + x = pd.Series([np.nan]) + result = x.rolling(1, min_periods=0).sum() + expected = pd.Series([0.0]) + tm.assert_series_equal(result, expected) + + # minp=1 + result = x.rolling(1, min_periods=1).sum() + expected = pd.Series([np.nan]) + tm.assert_series_equal(result, expected) + + def test_missing_minp_zero_variable(self): + # https://github.com/pandas-dev/pandas/pull/18921 + x = pd.Series([np.nan] * 4, + index=pd.DatetimeIndex(['2017-01-01', '2017-01-04', + '2017-01-06', '2017-01-07'])) + result = x.rolling(pd.Timedelta("2d"), min_periods=0).sum() + expected = pd.Series(0.0, index=x.index) + tm.assert_series_equal(result, expected) + + def test_multi_index_names(self): + + # GH 16789, 16825 + cols = pd.MultiIndex.from_product([['A', 'B'], ['C', 'D', 'E']], + names=['1', '2']) + df = DataFrame(np.ones((10, 6)), columns=cols) + result = df.rolling(3).cov() + + tm.assert_index_equal(result.columns, df.columns) + assert result.index.names == [None, '1', '2'] + + +class TestMoments(Base): + + def setup_method(self, method): + self._create_data() + + def test_centered_axis_validation(self): + + # ok + Series(np.ones(10)).rolling(window=3, center=True, axis=0).mean() + + # bad axis + with pytest.raises(ValueError): + Series(np.ones(10)).rolling(window=3, center=True, axis=1).mean() + + # ok ok + DataFrame(np.ones((10, 10))).rolling(window=3, center=True, + axis=0).mean() + DataFrame(np.ones((10, 10))).rolling(window=3, center=True, + axis=1).mean() + + # bad axis + with pytest.raises(ValueError): + (DataFrame(np.ones((10, 10))) + .rolling(window=3, center=True, axis=2).mean()) + + def test_rolling_sum(self): + self._check_moment_func(np.nansum, name='sum', + zero_min_periods_equal=False) + + def test_rolling_count(self): + counter = lambda x: np.isfinite(x).astype(float).sum() + self._check_moment_func(counter, name='count', has_min_periods=False, + fill_value=0) + + def test_rolling_mean(self): + self._check_moment_func(np.mean, name='mean') + + @td.skip_if_no_scipy + def test_cmov_mean(self): + # GH 8238 + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, + 10.63, 14.48]) + result = Series(vals).rolling(5, center=True).mean() + expected = Series([np.nan, np.nan, 9.962, 11.27, 11.564, 12.516, + 12.818, 12.952, np.nan, np.nan]) + tm.assert_series_equal(expected, result) + + @td.skip_if_no_scipy + def test_cmov_window(self): + # GH 8238 + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, + 10.63, 14.48]) + result = Series(vals).rolling(5, win_type='boxcar', center=True).mean() + expected = Series([np.nan, np.nan, 9.962, 11.27, 11.564, 12.516, + 12.818, 12.952, np.nan, np.nan]) + tm.assert_series_equal(expected, result) + + @td.skip_if_no_scipy + def test_cmov_window_corner(self): + # GH 8238 + # all nan + vals = pd.Series([np.nan] * 10) + result = vals.rolling(5, center=True, win_type='boxcar').mean() + assert np.isnan(result).all() + + # empty + vals = pd.Series([]) + result = vals.rolling(5, center=True, win_type='boxcar').mean() + assert len(result) == 0 + + # shorter than window + vals = pd.Series(np.random.randn(5)) + result = vals.rolling(10, win_type='boxcar').mean() + assert np.isnan(result).all() + assert len(result) == 5 + + @td.skip_if_no_scipy + def test_cmov_window_frame(self): + # Gh 8238 + vals = np.array([[12.18, 3.64], [10.18, 9.16], [13.24, 14.61], + [4.51, 8.11], [6.15, 11.44], [9.14, 6.21], + [11.31, 10.67], [2.94, 6.51], [9.42, 8.39], [12.44, + 7.34]]) + + xp = np.array([[np.nan, np.nan], [np.nan, np.nan], [9.252, 9.392], + [8.644, 9.906], [8.87, 10.208], [6.81, 8.588], + [7.792, 8.644], [9.05, 7.824], [np.nan, np.nan + ], [np.nan, np.nan]]) + + # DataFrame + rs = DataFrame(vals).rolling(5, win_type='boxcar', center=True).mean() + tm.assert_frame_equal(DataFrame(xp), rs) + + # invalid method + with pytest.raises(AttributeError): + (DataFrame(vals).rolling(5, win_type='boxcar', center=True) + .std()) + + # sum + xp = np.array([[np.nan, np.nan], [np.nan, np.nan], [46.26, 46.96], + [43.22, 49.53], [44.35, 51.04], [34.05, 42.94], + [38.96, 43.22], [45.25, 39.12], [np.nan, np.nan + ], [np.nan, np.nan]]) + + rs = DataFrame(vals).rolling(5, win_type='boxcar', center=True).sum() + tm.assert_frame_equal(DataFrame(xp), rs) + + @td.skip_if_no_scipy + def test_cmov_window_na_min_periods(self): + # min_periods + vals = Series(np.random.randn(10)) + vals[4] = np.nan + vals[8] = np.nan + + xp = vals.rolling(5, min_periods=4, center=True).mean() + rs = vals.rolling(5, win_type='boxcar', min_periods=4, + center=True).mean() + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_regular(self): + # GH 8238 + win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', + 'blackmanharris', 'nuttall', 'barthann'] + + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, + 10.63, 14.48]) + xps = { + 'hamming': [np.nan, np.nan, 8.71384, 9.56348, 12.38009, 14.03687, + 13.8567, 11.81473, np.nan, np.nan], + 'triang': [np.nan, np.nan, 9.28667, 10.34667, 12.00556, 13.33889, + 13.38, 12.33667, np.nan, np.nan], + 'barthann': [np.nan, np.nan, 8.4425, 9.1925, 12.5575, 14.3675, + 14.0825, 11.5675, np.nan, np.nan], + 'bohman': [np.nan, np.nan, 7.61599, 9.1764, 12.83559, 14.17267, + 14.65923, 11.10401, np.nan, np.nan], + 'blackmanharris': [np.nan, np.nan, 6.97691, 9.16438, 13.05052, + 14.02156, 15.10512, 10.74574, np.nan, np.nan], + 'nuttall': [np.nan, np.nan, 7.04618, 9.16786, 13.02671, 14.03559, + 15.05657, 10.78514, np.nan, np.nan], + 'blackman': [np.nan, np.nan, 7.73345, 9.17869, 12.79607, 14.20036, + 14.57726, 11.16988, np.nan, np.nan], + 'bartlett': [np.nan, np.nan, 8.4425, 9.1925, 12.5575, 14.3675, + 14.0825, 11.5675, np.nan, np.nan] + } + + for wt in win_types: + xp = Series(xps[wt]) + rs = Series(vals).rolling(5, win_type=wt, center=True).mean() + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_regular_linear_range(self): + # GH 8238 + win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', + 'blackmanharris', 'nuttall', 'barthann'] + + vals = np.array(range(10), dtype=np.float) + xp = vals.copy() + xp[:2] = np.nan + xp[-2:] = np.nan + xp = Series(xp) + + for wt in win_types: + rs = Series(vals).rolling(5, win_type=wt, center=True).mean() + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_regular_missing_data(self): + # GH 8238 + win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', + 'blackmanharris', 'nuttall', 'barthann'] + + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, np.nan, + 10.63, 14.48]) + xps = { + 'bartlett': [np.nan, np.nan, 9.70333, 10.5225, 8.4425, 9.1925, + 12.5575, 14.3675, 15.61667, 13.655], + 'blackman': [np.nan, np.nan, 9.04582, 11.41536, 7.73345, 9.17869, + 12.79607, 14.20036, 15.8706, 13.655], + 'barthann': [np.nan, np.nan, 9.70333, 10.5225, 8.4425, 9.1925, + 12.5575, 14.3675, 15.61667, 13.655], + 'bohman': [np.nan, np.nan, 8.9444, 11.56327, 7.61599, 9.1764, + 12.83559, 14.17267, 15.90976, 13.655], + 'hamming': [np.nan, np.nan, 9.59321, 10.29694, 8.71384, 9.56348, + 12.38009, 14.20565, 15.24694, 13.69758], + 'nuttall': [np.nan, np.nan, 8.47693, 12.2821, 7.04618, 9.16786, + 13.02671, 14.03673, 16.08759, 13.65553], + 'triang': [np.nan, np.nan, 9.33167, 9.76125, 9.28667, 10.34667, + 12.00556, 13.82125, 14.49429, 13.765], + 'blackmanharris': [np.nan, np.nan, 8.42526, 12.36824, 6.97691, + 9.16438, 13.05052, 14.02175, 16.1098, 13.65509] + } + + for wt in win_types: + xp = Series(xps[wt]) + rs = Series(vals).rolling(5, win_type=wt, min_periods=3).mean() + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_special(self): + # GH 8238 + win_types = ['kaiser', 'gaussian', 'general_gaussian', 'slepian'] + kwds = [{'beta': 1.}, {'std': 1.}, {'power': 2., + 'width': 2.}, {'width': 0.5}] + + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, + 10.63, 14.48]) + + xps = { + 'gaussian': [np.nan, np.nan, 8.97297, 9.76077, 12.24763, 13.89053, + 13.65671, 12.01002, np.nan, np.nan], + 'general_gaussian': [np.nan, np.nan, 9.85011, 10.71589, 11.73161, + 13.08516, 12.95111, 12.74577, np.nan, np.nan], + 'slepian': [np.nan, np.nan, 9.81073, 10.89359, 11.70284, 12.88331, + 12.96079, 12.77008, np.nan, np.nan], + 'kaiser': [np.nan, np.nan, 9.86851, 11.02969, 11.65161, 12.75129, + 12.90702, 12.83757, np.nan, np.nan] + } + + for wt, k in zip(win_types, kwds): + xp = Series(xps[wt]) + rs = Series(vals).rolling(5, win_type=wt, center=True).mean(**k) + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_special_linear_range(self): + # GH 8238 + win_types = ['kaiser', 'gaussian', 'general_gaussian', 'slepian'] + kwds = [{'beta': 1.}, {'std': 1.}, {'power': 2., + 'width': 2.}, {'width': 0.5}] + + vals = np.array(range(10), dtype=np.float) + xp = vals.copy() + xp[:2] = np.nan + xp[-2:] = np.nan + xp = Series(xp) + + for wt, k in zip(win_types, kwds): + rs = Series(vals).rolling(5, win_type=wt, center=True).mean(**k) + tm.assert_series_equal(xp, rs) + + def test_rolling_median(self): + self._check_moment_func(np.median, name='median') + + def test_rolling_min(self): + self._check_moment_func(np.min, name='min') + + a = pd.Series([1, 2, 3, 4, 5]) + result = a.rolling(window=100, min_periods=1).min() + expected = pd.Series(np.ones(len(a))) + tm.assert_series_equal(result, expected) + + with pytest.raises(ValueError): + pd.Series([1, 2, 3]).rolling(window=3, min_periods=5).min() + + def test_rolling_max(self): + self._check_moment_func(np.max, name='max') + + a = pd.Series([1, 2, 3, 4, 5], dtype=np.float64) + b = a.rolling(window=100, min_periods=1).max() + tm.assert_almost_equal(a, b) + + with pytest.raises(ValueError): + pd.Series([1, 2, 3]).rolling(window=3, min_periods=5).max() + + @pytest.mark.parametrize('q', [0.0, .1, .5, .9, 1.0]) + def test_rolling_quantile(self, q): + + def scoreatpercentile(a, per): + values = np.sort(a, axis=0) + + idx = int(per / 1. * (values.shape[0] - 1)) + + if idx == values.shape[0] - 1: + retval = values[-1] + + else: + qlow = float(idx) / float(values.shape[0] - 1) + qhig = float(idx + 1) / float(values.shape[0] - 1) + vlow = values[idx] + vhig = values[idx + 1] + retval = vlow + (vhig - vlow) * (per - qlow) / (qhig - qlow) + + return retval + + def quantile_func(x): + return scoreatpercentile(x, q) + + self._check_moment_func(quantile_func, name='quantile', + quantile=q) + + def test_rolling_quantile_np_percentile(self): + # #9413: Tests that rolling window's quantile default behavior + # is analogus to Numpy's percentile + row = 10 + col = 5 + idx = pd.date_range('20100101', periods=row, freq='B') + df = DataFrame(np.random.rand(row * col).reshape((row, -1)), index=idx) + + df_quantile = df.quantile([0.25, 0.5, 0.75], axis=0) + np_percentile = np.percentile(df, [25, 50, 75], axis=0) + + tm.assert_almost_equal(df_quantile.values, np.array(np_percentile)) + + def test_rolling_quantile_series(self): + # #16211: Tests that rolling window's quantile default behavior + # is analogus to Series' quantile + arr = np.arange(100) + s = Series(arr) + q1 = s.quantile(0.1) + q2 = s.rolling(100).quantile(0.1).iloc[-1] + + tm.assert_almost_equal(q1, q2) + + def test_rolling_quantile_param(self): + ser = Series([0.0, .1, .5, .9, 1.0]) + + with pytest.raises(ValueError): + ser.rolling(3).quantile(-0.1) + + with pytest.raises(ValueError): + ser.rolling(3).quantile(10.0) + + with pytest.raises(TypeError): + ser.rolling(3).quantile('foo') + + def test_rolling_apply(self): + # suppress warnings about empty slices, as we are deliberately testing + # with a 0-length Series + with warnings.catch_warnings(): + warnings.filterwarnings("ignore", + message=".*(empty slice|0 for slice).*", + category=RuntimeWarning) + + ser = Series([]) + tm.assert_series_equal(ser, + ser.rolling(10).apply(lambda x: x.mean())) + + def f(x): + return x[np.isfinite(x)].mean() + + self._check_moment_func(np.mean, name='apply', func=f) + + # GH 8080 + s = Series([None, None, None]) + result = s.rolling(2, min_periods=0).apply(lambda x: len(x)) + expected = Series([1., 2., 2.]) + tm.assert_series_equal(result, expected) + + result = s.rolling(2, min_periods=0).apply(len) + tm.assert_series_equal(result, expected) + + def test_rolling_apply_out_of_bounds(self): + # #1850 + vals = pd.Series([1, 2, 3, 4]) + + result = vals.rolling(10).apply(np.sum) + assert result.isna().all() + + result = vals.rolling(10, min_periods=1).apply(np.sum) + expected = pd.Series([1, 3, 6, 10], dtype=float) + tm.assert_almost_equal(result, expected) + + def test_rolling_std(self): + self._check_moment_func(lambda x: np.std(x, ddof=1), + name='std') + self._check_moment_func(lambda x: np.std(x, ddof=0), + name='std', ddof=0) + + def test_rolling_std_1obs(self): + vals = pd.Series([1., 2., 3., 4., 5.]) + + result = vals.rolling(1, min_periods=1).std() + expected = pd.Series([np.nan] * 5) + tm.assert_series_equal(result, expected) + + result = vals.rolling(1, min_periods=1).std(ddof=0) + expected = pd.Series([0.] * 5) + tm.assert_series_equal(result, expected) + + result = (pd.Series([np.nan, np.nan, 3, 4, 5]) + .rolling(3, min_periods=2).std()) + assert np.isnan(result[2]) + + def test_rolling_std_neg_sqrt(self): + # unit test from Bottleneck + + # Test move_nanstd for neg sqrt. + + a = pd.Series([0.0011448196318903589, 0.00028718669878572767, + 0.00028718669878572767, 0.00028718669878572767, + 0.00028718669878572767]) + b = a.rolling(window=3).std() + assert np.isfinite(b[2:]).all() + + b = a.ewm(span=3).std() + assert np.isfinite(b[2:]).all() + + def test_rolling_var(self): + self._check_moment_func(lambda x: np.var(x, ddof=1), + name='var') + self._check_moment_func(lambda x: np.var(x, ddof=0), + name='var', ddof=0) + + @td.skip_if_no_scipy + def test_rolling_skew(self): + from scipy.stats import skew + self._check_moment_func(lambda x: skew(x, bias=False), name='skew') + + @td.skip_if_no_scipy + def test_rolling_kurt(self): + from scipy.stats import kurtosis + self._check_moment_func(lambda x: kurtosis(x, bias=False), + name='kurt') + + def _check_moment_func(self, static_comp, name, has_min_periods=True, + has_center=True, has_time_rule=True, + fill_value=None, zero_min_periods_equal=True, + **kwargs): + + def get_result(obj, window, min_periods=None, center=False): + r = obj.rolling(window=window, min_periods=min_periods, + center=center) + return getattr(r, name)(**kwargs) + + series_result = get_result(self.series, window=50) + assert isinstance(series_result, Series) + tm.assert_almost_equal(series_result.iloc[-1], + static_comp(self.series[-50:])) + + frame_result = get_result(self.frame, window=50) + assert isinstance(frame_result, DataFrame) + tm.assert_series_equal(frame_result.iloc[-1, :], + self.frame.iloc[-50:, :].apply(static_comp, + axis=0), + check_names=False) + + # check time_rule works + if has_time_rule: + win = 25 + minp = 10 + series = self.series[::2].resample('B').mean() + frame = self.frame[::2].resample('B').mean() + + if has_min_periods: + series_result = get_result(series, window=win, + min_periods=minp) + frame_result = get_result(frame, window=win, + min_periods=minp) + else: + series_result = get_result(series, window=win) + frame_result = get_result(frame, window=win) + + last_date = series_result.index[-1] + prev_date = last_date - 24 * offsets.BDay() + + trunc_series = self.series[::2].truncate(prev_date, last_date) + trunc_frame = self.frame[::2].truncate(prev_date, last_date) + + tm.assert_almost_equal(series_result[-1], + static_comp(trunc_series)) + + tm.assert_series_equal(frame_result.xs(last_date), + trunc_frame.apply(static_comp), + check_names=False) + + # excluding NaNs correctly + obj = Series(randn(50)) + obj[:10] = np.NaN + obj[-10:] = np.NaN + if has_min_periods: + result = get_result(obj, 50, min_periods=30) + tm.assert_almost_equal(result.iloc[-1], static_comp(obj[10:-10])) + + # min_periods is working correctly + result = get_result(obj, 20, min_periods=15) + assert isna(result.iloc[23]) + assert not isna(result.iloc[24]) + + assert not isna(result.iloc[-6]) + assert isna(result.iloc[-5]) + + obj2 = Series(randn(20)) + result = get_result(obj2, 10, min_periods=5) + assert isna(result.iloc[3]) + assert notna(result.iloc[4]) + + if zero_min_periods_equal: + # min_periods=0 may be equivalent to min_periods=1 + result0 = get_result(obj, 20, min_periods=0) + result1 = get_result(obj, 20, min_periods=1) + tm.assert_almost_equal(result0, result1) + else: + result = get_result(obj, 50) + tm.assert_almost_equal(result.iloc[-1], static_comp(obj[10:-10])) + + # window larger than series length (#7297) + if has_min_periods: + for minp in (0, len(self.series) - 1, len(self.series)): + result = get_result(self.series, len(self.series) + 1, + min_periods=minp) + expected = get_result(self.series, len(self.series), + min_periods=minp) + nan_mask = isna(result) + tm.assert_series_equal(nan_mask, isna(expected)) + + nan_mask = ~nan_mask + tm.assert_almost_equal(result[nan_mask], + expected[nan_mask]) + else: + result = get_result(self.series, len(self.series) + 1) + expected = get_result(self.series, len(self.series)) + nan_mask = isna(result) + tm.assert_series_equal(nan_mask, isna(expected)) + + nan_mask = ~nan_mask + tm.assert_almost_equal(result[nan_mask], expected[nan_mask]) + + # check center=True + if has_center: + if has_min_periods: + result = get_result(obj, 20, min_periods=15, center=True) + expected = get_result( + pd.concat([obj, Series([np.NaN] * 9)]), 20, + min_periods=15)[9:].reset_index(drop=True) + else: + result = get_result(obj, 20, center=True) + expected = get_result( + pd.concat([obj, Series([np.NaN] * 9)]), + 20)[9:].reset_index(drop=True) + + tm.assert_series_equal(result, expected) + + # shifter index + s = ['x%d' % x for x in range(12)] + + if has_min_periods: + minp = 10 + + series_xp = get_result( + self.series.reindex(list(self.series.index) + s), + window=25, + min_periods=minp).shift(-12).reindex(self.series.index) + frame_xp = get_result( + self.frame.reindex(list(self.frame.index) + s), + window=25, + min_periods=minp).shift(-12).reindex(self.frame.index) + + series_rs = get_result(self.series, window=25, + min_periods=minp, center=True) + frame_rs = get_result(self.frame, window=25, min_periods=minp, + center=True) + + else: + series_xp = get_result( + self.series.reindex(list(self.series.index) + s), + window=25).shift(-12).reindex(self.series.index) + frame_xp = get_result( + self.frame.reindex(list(self.frame.index) + s), + window=25).shift(-12).reindex(self.frame.index) + + series_rs = get_result(self.series, window=25, center=True) + frame_rs = get_result(self.frame, window=25, center=True) + + if fill_value is not None: + series_xp = series_xp.fillna(fill_value) + frame_xp = frame_xp.fillna(fill_value) + tm.assert_series_equal(series_xp, series_rs) + tm.assert_frame_equal(frame_xp, frame_rs) + + +def _rolling_consistency_cases(): + for window in [1, 2, 3, 10, 20]: + for min_periods in set([0, 1, 2, 3, 4, window]): + if min_periods and (min_periods > window): + continue + for center in [False, True]: + yield window, min_periods, center + + +class TestGrouperGrouping(object): + + def setup_method(self, method): + self.series = Series(np.arange(10)) + self.frame = DataFrame({'A': [1] * 20 + [2] * 12 + [3] * 8, + 'B': np.arange(40)}) + + def test_mutated(self): + + def f(): + self.frame.groupby('A', foo=1) + pytest.raises(TypeError, f) + + g = self.frame.groupby('A') + assert not g.mutated + g = self.frame.groupby('A', mutated=True) + assert g.mutated + + def test_getitem(self): + g = self.frame.groupby('A') + g_mutated = self.frame.groupby('A', mutated=True) + + expected = g_mutated.B.apply(lambda x: x.rolling(2).mean()) + + result = g.rolling(2).mean().B + tm.assert_series_equal(result, expected) + + result = g.rolling(2).B.mean() + tm.assert_series_equal(result, expected) + + result = g.B.rolling(2).mean() + tm.assert_series_equal(result, expected) + + result = self.frame.B.groupby(self.frame.A).rolling(2).mean() + tm.assert_series_equal(result, expected) + + def test_getitem_multiple(self): + + # GH 13174 + g = self.frame.groupby('A') + r = g.rolling(2) + g_mutated = self.frame.groupby('A', mutated=True) + expected = g_mutated.B.apply(lambda x: x.rolling(2).count()) + + result = r.B.count() + tm.assert_series_equal(result, expected) + + result = r.B.count() + tm.assert_series_equal(result, expected) + + def test_rolling(self): + g = self.frame.groupby('A') + r = g.rolling(window=4) + + for f in ['sum', 'mean', 'min', 'max', 'count', 'kurt', 'skew']: + + result = getattr(r, f)() + expected = g.apply(lambda x: getattr(x.rolling(4), f)()) + tm.assert_frame_equal(result, expected) + + for f in ['std', 'var']: + result = getattr(r, f)(ddof=1) + expected = g.apply(lambda x: getattr(x.rolling(4), f)(ddof=1)) + tm.assert_frame_equal(result, expected) + + result = r.quantile(0.5) + expected = g.apply(lambda x: x.rolling(4).quantile(0.5)) + tm.assert_frame_equal(result, expected) + + def test_rolling_corr_cov(self): + g = self.frame.groupby('A') + r = g.rolling(window=4) + + for f in ['corr', 'cov']: + result = getattr(r, f)(self.frame) + + def func(x): + return getattr(x.rolling(4), f)(self.frame) + expected = g.apply(func) + tm.assert_frame_equal(result, expected) + + result = getattr(r.B, f)(pairwise=True) + + def func(x): + return getattr(x.B.rolling(4), f)(pairwise=True) + expected = g.apply(func) + tm.assert_series_equal(result, expected) + + def test_rolling_apply(self): + g = self.frame.groupby('A') + r = g.rolling(window=4) + + # reduction + result = r.apply(lambda x: x.sum()) + expected = g.apply(lambda x: x.rolling(4).apply(lambda y: y.sum())) + tm.assert_frame_equal(result, expected) + + +class TestRollingTS(object): + + # rolling time-series friendly + # xref GH13327 + + def setup_method(self, method): + + self.regular = DataFrame({'A': pd.date_range('20130101', + periods=5, + freq='s'), + 'B': range(5)}).set_index('A') + + self.ragged = DataFrame({'B': range(5)}) + self.ragged.index = [Timestamp('20130101 09:00:00'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:05'), + Timestamp('20130101 09:00:06')] + + def test_doc_string(self): + + df = DataFrame({'B': [0, 1, 2, np.nan, 4]}, + index=[Timestamp('20130101 09:00:00'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:05'), + Timestamp('20130101 09:00:06')]) + df + df.rolling('2s').sum() + + def test_valid(self): + + df = self.regular + + # not a valid freq + with pytest.raises(ValueError): + df.rolling(window='foobar') + + # not a datetimelike index + with pytest.raises(ValueError): + df.reset_index().rolling(window='foobar') + + # non-fixed freqs + for freq in ['2MS', pd.offsets.MonthBegin(2)]: + with pytest.raises(ValueError): + df.rolling(window=freq) + + for freq in ['1D', pd.offsets.Day(2), '2ms']: + df.rolling(window=freq) + + # non-integer min_periods + for minp in [1.0, 'foo', np.array([1, 2, 3])]: + with pytest.raises(ValueError): + df.rolling(window='1D', min_periods=minp) + + # center is not implemented + with pytest.raises(NotImplementedError): + df.rolling(window='1D', center=True) + + def test_on(self): + + df = self.regular + + # not a valid column + with pytest.raises(ValueError): + df.rolling(window='2s', on='foobar') + + # column is valid + df = df.copy() + df['C'] = pd.date_range('20130101', periods=len(df)) + df.rolling(window='2d', on='C').sum() + + # invalid columns + with pytest.raises(ValueError): + df.rolling(window='2d', on='B') + + # ok even though on non-selected + df.rolling(window='2d', on='C').B.sum() + + def test_monotonic_on(self): + + # on/index must be monotonic + df = DataFrame({'A': pd.date_range('20130101', + periods=5, + freq='s'), + 'B': range(5)}) + + assert df.A.is_monotonic + df.rolling('2s', on='A').sum() + + df = df.set_index('A') + assert df.index.is_monotonic + df.rolling('2s').sum() + + # non-monotonic + df.index = reversed(df.index.tolist()) + assert not df.index.is_monotonic + + with pytest.raises(ValueError): + df.rolling('2s').sum() + + df = df.reset_index() + with pytest.raises(ValueError): + df.rolling('2s', on='A').sum() + + def test_frame_on(self): + + df = DataFrame({'B': range(5), + 'C': pd.date_range('20130101 09:00:00', + periods=5, + freq='3s')}) + + df['A'] = [Timestamp('20130101 09:00:00'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:05'), + Timestamp('20130101 09:00:06')] + + # we are doing simulating using 'on' + expected = (df.set_index('A') + .rolling('2s') + .B + .sum() + .reset_index(drop=True) + ) + + result = (df.rolling('2s', on='A') + .B + .sum() + ) + tm.assert_series_equal(result, expected) + + # test as a frame + # we should be ignoring the 'on' as an aggregation column + # note that the expected is setting, computing, and resetting + # so the columns need to be switched compared + # to the actual result where they are ordered as in the + # original + expected = (df.set_index('A') + .rolling('2s')[['B']] + .sum() + .reset_index()[['B', 'A']] + ) + + result = (df.rolling('2s', on='A')[['B']] + .sum() + ) + tm.assert_frame_equal(result, expected) + + def test_frame_on2(self): + + # using multiple aggregation columns + df = DataFrame({'A': [0, 1, 2, 3, 4], + 'B': [0, 1, 2, np.nan, 4], + 'C': Index([Timestamp('20130101 09:00:00'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:05'), + Timestamp('20130101 09:00:06')])}, + columns=['A', 'C', 'B']) + + expected1 = DataFrame({'A': [0., 1, 3, 3, 7], + 'B': [0, 1, 3, np.nan, 4], + 'C': df['C']}, + columns=['A', 'C', 'B']) + + result = df.rolling('2s', on='C').sum() + expected = expected1 + tm.assert_frame_equal(result, expected) + + expected = Series([0, 1, 3, np.nan, 4], name='B') + result = df.rolling('2s', on='C').B.sum() + tm.assert_series_equal(result, expected) + + expected = expected1[['A', 'B', 'C']] + result = df.rolling('2s', on='C')[['A', 'B', 'C']].sum() + tm.assert_frame_equal(result, expected) + + def test_basic_regular(self): + + df = self.regular.copy() + + df.index = pd.date_range('20130101', periods=5, freq='D') + expected = df.rolling(window=1, min_periods=1).sum() + result = df.rolling(window='1D').sum() + tm.assert_frame_equal(result, expected) + + df.index = pd.date_range('20130101', periods=5, freq='2D') + expected = df.rolling(window=1, min_periods=1).sum() + result = df.rolling(window='2D', min_periods=1).sum() + tm.assert_frame_equal(result, expected) + + expected = df.rolling(window=1, min_periods=1).sum() + result = df.rolling(window='2D', min_periods=1).sum() + tm.assert_frame_equal(result, expected) + + expected = df.rolling(window=1).sum() + result = df.rolling(window='2D').sum() + tm.assert_frame_equal(result, expected) + + def test_min_periods(self): + + # compare for min_periods + df = self.regular + + # these slightly different + expected = df.rolling(2, min_periods=1).sum() + result = df.rolling('2s').sum() + tm.assert_frame_equal(result, expected) + + expected = df.rolling(2, min_periods=1).sum() + result = df.rolling('2s', min_periods=1).sum() + tm.assert_frame_equal(result, expected) + + def test_closed(self): + + # xref GH13965 + + df = DataFrame({'A': [1] * 5}, + index=[Timestamp('20130101 09:00:01'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:04'), + Timestamp('20130101 09:00:06')]) + + # closed must be 'right', 'left', 'both', 'neither' + with pytest.raises(ValueError): + self.regular.rolling(window='2s', closed="blabla") + + expected = df.copy() + expected["A"] = [1.0, 2, 2, 2, 1] + result = df.rolling('2s', closed='right').sum() + tm.assert_frame_equal(result, expected) + + # default should be 'right' + result = df.rolling('2s').sum() + tm.assert_frame_equal(result, expected) + + expected = df.copy() + expected["A"] = [1.0, 2, 3, 3, 2] + result = df.rolling('2s', closed='both').sum() + tm.assert_frame_equal(result, expected) + + expected = df.copy() + expected["A"] = [np.nan, 1.0, 2, 2, 1] + result = df.rolling('2s', closed='left').sum() + tm.assert_frame_equal(result, expected) + + expected = df.copy() + expected["A"] = [np.nan, 1.0, 1, 1, np.nan] + result = df.rolling('2s', closed='neither').sum() + tm.assert_frame_equal(result, expected) + + def test_ragged_sum(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 3, 7] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=2).sum() + expected = df.copy() + expected['B'] = [np.nan, np.nan, 3, np.nan, 7] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='3s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 5, 7] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='3s').sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 5, 7] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='4s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 6, 9] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='4s', min_periods=3).sum() + expected = df.copy() + expected['B'] = [np.nan, np.nan, 3, 6, 9] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 6, 10] + tm.assert_frame_equal(result, expected) + + def test_ragged_mean(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).mean() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).mean() + expected = df.copy() + expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] + tm.assert_frame_equal(result, expected) + + def test_ragged_median(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).median() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).median() + expected = df.copy() + expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] + tm.assert_frame_equal(result, expected) + + def test_ragged_quantile(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).quantile(0.5) + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).quantile(0.5) + expected = df.copy() + expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] + tm.assert_frame_equal(result, expected) + + def test_ragged_std(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).std(ddof=0) + expected = df.copy() + expected['B'] = [0.0] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='1s', min_periods=1).std(ddof=1) + expected = df.copy() + expected['B'] = [np.nan] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='3s', min_periods=1).std(ddof=0) + expected = df.copy() + expected['B'] = [0.0] + [0.5] * 4 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).std(ddof=1) + expected = df.copy() + expected['B'] = [np.nan, 0.707107, 1.0, 1.0, 1.290994] + tm.assert_frame_equal(result, expected) + + def test_ragged_var(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).var(ddof=0) + expected = df.copy() + expected['B'] = [0.0] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='1s', min_periods=1).var(ddof=1) + expected = df.copy() + expected['B'] = [np.nan] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='3s', min_periods=1).var(ddof=0) + expected = df.copy() + expected['B'] = [0.0] + [0.25] * 4 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).var(ddof=1) + expected = df.copy() + expected['B'] = [np.nan, 0.5, 1.0, 1.0, 1 + 2 / 3.] + tm.assert_frame_equal(result, expected) + + def test_ragged_skew(self): + + df = self.ragged + result = df.rolling(window='3s', min_periods=1).skew() + expected = df.copy() + expected['B'] = [np.nan] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).skew() + expected = df.copy() + expected['B'] = [np.nan] * 2 + [0.0, 0.0, 0.0] + tm.assert_frame_equal(result, expected) + + def test_ragged_kurt(self): + + df = self.ragged + result = df.rolling(window='3s', min_periods=1).kurt() + expected = df.copy() + expected['B'] = [np.nan] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).kurt() + expected = df.copy() + expected['B'] = [np.nan] * 4 + [-1.2] + tm.assert_frame_equal(result, expected) + + def test_ragged_count(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).count() + expected = df.copy() + expected['B'] = [1.0, 1, 1, 1, 1] + tm.assert_frame_equal(result, expected) + + df = self.ragged + result = df.rolling(window='1s').count() + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).count() + expected = df.copy() + expected['B'] = [1.0, 1, 2, 1, 2] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=2).count() + expected = df.copy() + expected['B'] = [np.nan, np.nan, 2, np.nan, 2] + tm.assert_frame_equal(result, expected) + + def test_regular_min(self): + + df = DataFrame({'A': pd.date_range('20130101', + periods=5, + freq='s'), + 'B': [0.0, 1, 2, 3, 4]}).set_index('A') + result = df.rolling('1s').min() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + df = DataFrame({'A': pd.date_range('20130101', + periods=5, + freq='s'), + 'B': [5, 4, 3, 4, 5]}).set_index('A') + + tm.assert_frame_equal(result, expected) + result = df.rolling('2s').min() + expected = df.copy() + expected['B'] = [5.0, 4, 3, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling('5s').min() + expected = df.copy() + expected['B'] = [5.0, 4, 3, 3, 3] + tm.assert_frame_equal(result, expected) + + def test_ragged_min(self): + + df = self.ragged + + result = df.rolling(window='1s', min_periods=1).min() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).min() + expected = df.copy() + expected['B'] = [0.0, 1, 1, 3, 3] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).min() + expected = df.copy() + expected['B'] = [0.0, 0, 0, 1, 1] + tm.assert_frame_equal(result, expected) + + def test_perf_min(self): + + N = 10000 + + dfp = DataFrame({'B': np.random.randn(N)}, + index=pd.date_range('20130101', + periods=N, + freq='s')) + expected = dfp.rolling(2, min_periods=1).min() + result = dfp.rolling('2s').min() + assert ((result - expected) < 0.01).all().bool() + + expected = dfp.rolling(200, min_periods=1).min() + result = dfp.rolling('200s').min() + assert ((result - expected) < 0.01).all().bool() + + def test_ragged_max(self): + + df = self.ragged + + result = df.rolling(window='1s', min_periods=1).max() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).max() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).max() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + def test_ragged_apply(self): + + df = self.ragged + + f = lambda x: 1 + result = df.rolling(window='1s', min_periods=1).apply(f) + expected = df.copy() + expected['B'] = 1. + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).apply(f) + expected = df.copy() + expected['B'] = 1. + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).apply(f) + expected = df.copy() + expected['B'] = 1. + tm.assert_frame_equal(result, expected) + + def test_all(self): + + # simple comparison of integer vs time-based windowing + df = self.regular * 2 + er = df.rolling(window=1) + r = df.rolling(window='1s') + + for f in ['sum', 'mean', 'count', 'median', 'std', + 'var', 'kurt', 'skew', 'min', 'max']: + + result = getattr(r, f)() + expected = getattr(er, f)() + tm.assert_frame_equal(result, expected) + + result = r.quantile(0.5) + expected = er.quantile(0.5) + tm.assert_frame_equal(result, expected) + + result = r.apply(lambda x: 1) + expected = er.apply(lambda x: 1) + tm.assert_frame_equal(result, expected) + + def test_all2(self): + + # more sophisticated comparison of integer vs. + # time-based windowing + df = DataFrame({'B': np.arange(50)}, + index=pd.date_range('20130101', + periods=50, freq='H') + ) + # in-range data + dft = df.between_time("09:00", "16:00") + + r = dft.rolling(window='5H') + + for f in ['sum', 'mean', 'count', 'median', 'std', + 'var', 'kurt', 'skew', 'min', 'max']: + + result = getattr(r, f)() + + # we need to roll the days separately + # to compare with a time-based roll + # finally groupby-apply will return a multi-index + # so we need to drop the day + def agg_by_day(x): + x = x.between_time("09:00", "16:00") + return getattr(x.rolling(5, min_periods=1), f)() + expected = df.groupby(df.index.day).apply( + agg_by_day).reset_index(level=0, drop=True) + + tm.assert_frame_equal(result, expected) + + def test_groupby_monotonic(self): + + # GH 15130 + # we don't need to validate monotonicity when grouping + + data = [ + ['David', '1/1/2015', 100], ['David', '1/5/2015', 500], + ['David', '5/30/2015', 50], ['David', '7/25/2015', 50], + ['Ryan', '1/4/2014', 100], ['Ryan', '1/19/2015', 500], + ['Ryan', '3/31/2016', 50], ['Joe', '7/1/2015', 100], + ['Joe', '9/9/2015', 500], ['Joe', '10/15/2015', 50]] + + df = DataFrame(data=data, columns=['name', 'date', 'amount']) + df['date'] = pd.to_datetime(df['date']) + + expected = df.set_index('date').groupby('name').apply( + lambda x: x.rolling('180D')['amount'].sum()) + result = df.groupby('name').rolling('180D', on='date')['amount'].sum() + tm.assert_series_equal(result, expected) + + def test_non_monotonic(self): + # GH 13966 (similar to #15130, closed by #15175) + + dates = pd.date_range(start='2016-01-01 09:30:00', + periods=20, freq='s') + df = DataFrame({'A': [1] * 20 + [2] * 12 + [3] * 8, + 'B': np.concatenate((dates, dates)), + 'C': np.arange(40)}) + + result = df.groupby('A').rolling('4s', on='B').C.mean() + expected = df.set_index('B').groupby('A').apply( + lambda x: x.rolling('4s')['C'].mean()) + tm.assert_series_equal(result, expected) + + df2 = df.sort_values('B') + result = df2.groupby('A').rolling('4s', on='B').C.mean() + tm.assert_series_equal(result, expected) + + def test_rolling_cov_offset(self): + # GH16058 + + idx = pd.date_range('2017-01-01', periods=24, freq='1h') + ss = Series(np.arange(len(idx)), index=idx) + + result = ss.rolling('2h').cov() + expected = Series([np.nan] + [0.5] * (len(idx) - 1), index=idx) + tm.assert_series_equal(result, expected) + + expected2 = ss.rolling(2, min_periods=1).cov() + tm.assert_series_equal(result, expected2) + + result = ss.rolling('3h').cov() + expected = Series([np.nan, 0.5] + [1.0] * (len(idx) - 2), index=idx) + tm.assert_series_equal(result, expected) + + expected2 = ss.rolling(3, min_periods=1).cov() + tm.assert_series_equal(result, expected2) From e65af3b9632867847f44ab2e0391d7b64a57d5e6 Mon Sep 17 00:00:00 2001 From: Gilberto Olimpio Date: Mon, 12 Feb 2018 13:17:43 -0200 Subject: [PATCH 14/19] Inclusion of tests for the expanding functions according to the test_window.py file --- pandas/tests/windows/test_expanding.py | 265 +++++++++++++++++++++++++ 1 file changed, 265 insertions(+) diff --git a/pandas/tests/windows/test_expanding.py b/pandas/tests/windows/test_expanding.py index e69de29bb2d1d..b6989da4e1396 100644 --- a/pandas/tests/windows/test_expanding.py +++ b/pandas/tests/windows/test_expanding.py @@ -0,0 +1,265 @@ +import pytest + +from numpy.random import randn +import numpy as np +from datetime import datetime +import pandas as pd +from pandas import (Series, DataFrame, bdate_range, + notna) +import pandas.core.window as rwindow +from pandas.errors import UnsupportedFunctionCall +import pandas.util.testing as tm + +N, K = 100, 10 + + +def assert_equal(left, right): + if isinstance(left, Series): + tm.assert_series_equal(left, right) + else: + tm.assert_frame_equal(left, right) + + +class Base(object): + + _nan_locs = np.arange(20, 40) + _inf_locs = np.array([]) + + def _create_data(self): + arr = randn(N) + arr[self._nan_locs] = np.NaN + + self.arr = arr + self.rng = bdate_range(datetime(2009, 1, 1), periods=N) + self.series = Series(arr.copy(), index=self.rng) + self.frame = DataFrame(randn(N, K), index=self.rng, + columns=np.arange(K)) + + +class TestExpanding(Base): + + def setup_method(self, method): + self._create_data() + + def test_doc_string(self): + + df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) + df + df.expanding(2).sum() + + def test_constructor(self): + # GH 12669 + + for o in [self.series, self.frame]: + c = o.expanding + + # valid + c(min_periods=1) + c(min_periods=1, center=True) + c(min_periods=1, center=False) + + # not valid + for w in [2., 'foo', np.array([2])]: + with pytest.raises(ValueError): + c(min_periods=w) + with pytest.raises(ValueError): + c(min_periods=1, center=w) + + def test_numpy_compat(self): + # see gh-12811 + e = rwindow.Expanding(Series([2, 4, 6]), window=2) + + msg = "numpy operations are not valid with window objects" + + for func in ('std', 'mean', 'sum', 'max', 'min', 'var'): + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(e, func), 1, 2, 3) + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(e, func), dtype=np.float64) + + @pytest.mark.parametrize( + 'expander', + [1, pytest.param('ls', marks=pytest.mark.xfail( + reason='GH 16425 expanding with ' + 'offset not supported'))]) + def test_empty_df_expanding(self, expander): + # GH 15819 Verifies that datetime and integer expanding windows can be + # applied to empty DataFrames + + expected = DataFrame() + result = DataFrame().expanding(expander).sum() + tm.assert_frame_equal(result, expected) + + # Verifies that datetime and integer expanding windows can be applied + # to empty DataFrames with datetime index + expected = DataFrame(index=pd.DatetimeIndex([])) + result = DataFrame( + index=pd.DatetimeIndex([])).expanding(expander).sum() + tm.assert_frame_equal(result, expected) + + def test_missing_minp_zero(self): + # https://github.com/pandas-dev/pandas/pull/18921 + # minp=0 + x = pd.Series([np.nan]) + result = x.expanding(min_periods=0).sum() + expected = pd.Series([0.0]) + tm.assert_series_equal(result, expected) + + # minp=1 + result = x.expanding(min_periods=1).sum() + expected = pd.Series([np.nan]) + tm.assert_series_equal(result, expected) + + +# create the data only once as we are not setting it +def _create_consistency_data(): + def create_series(): + return [Series(), + Series([np.nan]), + Series([np.nan, np.nan]), + Series([3.]), + Series([np.nan, 3.]), + Series([3., np.nan]), + Series([1., 3.]), + Series([2., 2.]), + Series([3., 1.]), + Series([5., 5., 5., 5., np.nan, np.nan, np.nan, 5., 5., np.nan, + np.nan]), + Series([np.nan, 5., 5., 5., np.nan, np.nan, np.nan, 5., 5., + np.nan, np.nan]), + Series([np.nan, np.nan, 5., 5., np.nan, np.nan, np.nan, 5., 5., + np.nan, np.nan]), + Series([np.nan, 3., np.nan, 3., 4., 5., 6., np.nan, np.nan, 7., + 12., 13., 14., 15.]), + Series([np.nan, 5., np.nan, 2., 4., 0., 9., np.nan, np.nan, 3., + 12., 13., 14., 15.]), + Series([2., 3., np.nan, 3., 4., 5., 6., np.nan, np.nan, 7., + 12., 13., 14., 15.]), + Series([2., 5., np.nan, 2., 4., 0., 9., np.nan, np.nan, 3., + 12., 13., 14., 15.]), + Series(range(10)), + Series(range(20, 0, -2)), ] + + def create_dataframes(): + return ([DataFrame(), + DataFrame(columns=['a']), + DataFrame(columns=['a', 'a']), + DataFrame(columns=['a', 'b']), + DataFrame(np.arange(10).reshape((5, 2))), + DataFrame(np.arange(25).reshape((5, 5))), + DataFrame(np.arange(25).reshape((5, 5)), + columns=['a', 'b', 99, 'd', 'd'])] + + [DataFrame(s) for s in create_series()]) + + def is_constant(x): + values = x.values.ravel() + return len(set(values[notna(values)])) == 1 + + def no_nans(x): + return x.notna().all().all() + + # data is a tuple(object, is_contant, no_nans) + data = create_series() + create_dataframes() + + return [(x, is_constant(x), no_nans(x)) for x in data] + + +_consistency_data = _create_consistency_data() + + +class TestGrouperGrouping(object): + + def setup_method(self, method): + self.series = Series(np.arange(10)) + self.frame = DataFrame({'A': [1] * 20 + [2] * 12 + [3] * 8, + 'B': np.arange(40)}) + + def test_mutated(self): + + def f(): + self.frame.groupby('A', foo=1) + pytest.raises(TypeError, f) + + g = self.frame.groupby('A') + assert not g.mutated + g = self.frame.groupby('A', mutated=True) + assert g.mutated + + def test_getitem(self): + g = self.frame.groupby('A') + g_mutated = self.frame.groupby('A', mutated=True) + + expected = g_mutated.B.apply(lambda x: x.rolling(2).mean()) + + result = g.rolling(2).mean().B + tm.assert_series_equal(result, expected) + + result = g.rolling(2).B.mean() + tm.assert_series_equal(result, expected) + + result = g.B.rolling(2).mean() + tm.assert_series_equal(result, expected) + + result = self.frame.B.groupby(self.frame.A).rolling(2).mean() + tm.assert_series_equal(result, expected) + + def test_getitem_multiple(self): + + # GH 13174 + g = self.frame.groupby('A') + r = g.rolling(2) + g_mutated = self.frame.groupby('A', mutated=True) + expected = g_mutated.B.apply(lambda x: x.rolling(2).count()) + + result = r.B.count() + tm.assert_series_equal(result, expected) + + result = r.B.count() + tm.assert_series_equal(result, expected) + + def test_expanding(self): + g = self.frame.groupby('A') + r = g.expanding() + + for f in ['sum', 'mean', 'min', 'max', 'count', 'kurt', 'skew']: + + result = getattr(r, f)() + expected = g.apply(lambda x: getattr(x.expanding(), f)()) + tm.assert_frame_equal(result, expected) + + for f in ['std', 'var']: + result = getattr(r, f)(ddof=0) + expected = g.apply(lambda x: getattr(x.expanding(), f)(ddof=0)) + tm.assert_frame_equal(result, expected) + + result = r.quantile(0.5) + expected = g.apply(lambda x: x.expanding().quantile(0.5)) + tm.assert_frame_equal(result, expected) + + def test_expanding_corr_cov(self): + g = self.frame.groupby('A') + r = g.expanding() + + for f in ['corr', 'cov']: + result = getattr(r, f)(self.frame) + + def func(x): + return getattr(x.expanding(), f)(self.frame) + expected = g.apply(func) + tm.assert_frame_equal(result, expected) + + result = getattr(r.B, f)(pairwise=True) + + def func(x): + return getattr(x.B.expanding(), f)(pairwise=True) + expected = g.apply(func) + tm.assert_series_equal(result, expected) + + def test_expanding_apply(self): + g = self.frame.groupby('A') + r = g.expanding() + + # reduction + result = r.apply(lambda x: x.sum()) + expected = g.apply(lambda x: x.expanding().apply(lambda y: y.sum())) + tm.assert_frame_equal(result, expected) From a3abbb97e50b81dd3bdd3aaf709342acf48333f7 Mon Sep 17 00:00:00 2001 From: Gilberto Olimpio Date: Mon, 12 Feb 2018 13:46:45 -0200 Subject: [PATCH 15/19] Inclusion of tests for the ewma functions according to the test_window.py file --- pandas/tests/windows/test_ewma.py | 97 +++++++++++++++++++++++++++++++ 1 file changed, 97 insertions(+) diff --git a/pandas/tests/windows/test_ewma.py b/pandas/tests/windows/test_ewma.py index e69de29bb2d1d..199508b856448 100644 --- a/pandas/tests/windows/test_ewma.py +++ b/pandas/tests/windows/test_ewma.py @@ -0,0 +1,97 @@ +from datetime import datetime + +import numpy as np +import pytest +from numpy.random import randn + +import pandas.core.window as rwindow +import pandas.util.testing as tm +from pandas import DataFrame, Series, bdate_range +from pandas.errors import UnsupportedFunctionCall + +N, K = 100, 10 + + +def assert_equal(left, right): + if isinstance(left, Series): + tm.assert_series_equal(left, right) + else: + tm.assert_frame_equal(left, right) + + +class Base(object): + + _nan_locs = np.arange(20, 40) + _inf_locs = np.array([]) + + def _create_data(self): + arr = randn(N) + arr[self._nan_locs] = np.NaN + + self.arr = arr + self.rng = bdate_range(datetime(2009, 1, 1), periods=N) + self.series = Series(arr.copy(), index=self.rng) + self.frame = DataFrame(randn(N, K), index=self.rng, + columns=np.arange(K)) + + +class TestEWM(Base): + + def setup_method(self, method): + self._create_data() + + def test_doc_string(self): + + df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) + df + df.ewm(com=0.5).mean() + + def test_constructor(self): + for o in [self.series, self.frame]: + c = o.ewm + + # valid + c(com=0.5) + c(span=1.5) + c(alpha=0.5) + c(halflife=0.75) + c(com=0.5, span=None) + c(alpha=0.5, com=None) + c(halflife=0.75, alpha=None) + + # not valid: mutually exclusive + with pytest.raises(ValueError): + c(com=0.5, alpha=0.5) + with pytest.raises(ValueError): + c(span=1.5, halflife=0.75) + with pytest.raises(ValueError): + c(alpha=0.5, span=1.5) + + # not valid: com < 0 + with pytest.raises(ValueError): + c(com=-0.5) + + # not valid: span < 1 + with pytest.raises(ValueError): + c(span=0.5) + + # not valid: halflife <= 0 + with pytest.raises(ValueError): + c(halflife=0) + + # not valid: alpha <= 0 or alpha > 1 + for alpha in (-0.5, 1.5): + with pytest.raises(ValueError): + c(alpha=alpha) + + def test_numpy_compat(self): + # see gh-12811 + e = rwindow.EWM(Series([2, 4, 6]), alpha=0.5) + + msg = "numpy operations are not valid with window objects" + + for func in ('std', 'mean', 'var'): + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(e, func), 1, 2, 3) + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(e, func), dtype=np.float64) From af463bbd98195e12fa719e9d4f551413d47ed294 Mon Sep 17 00:00:00 2001 From: Gilberto Olimpio Date: Mon, 12 Feb 2018 17:55:12 -0200 Subject: [PATCH 16/19] Correcting file formatting. --- pandas/tests/windows/test_expanding.py | 166 +----- pandas/tests/windows/test_rolling.py | 685 +------------------------ pandas/tests/windows/test_window.py | 283 +--------- 3 files changed, 9 insertions(+), 1125 deletions(-) diff --git a/pandas/tests/windows/test_expanding.py b/pandas/tests/windows/test_expanding.py index b6989da4e1396..1fbb800092747 100644 --- a/pandas/tests/windows/test_expanding.py +++ b/pandas/tests/windows/test_expanding.py @@ -1,14 +1,14 @@ -import pytest +from datetime import datetime -from numpy.random import randn import numpy as np -from datetime import datetime +import pytest +from numpy.random import randn + import pandas as pd -from pandas import (Series, DataFrame, bdate_range, - notna) import pandas.core.window as rwindow -from pandas.errors import UnsupportedFunctionCall import pandas.util.testing as tm +from pandas import DataFrame, Series, bdate_range +from pandas.errors import UnsupportedFunctionCall N, K = 100, 10 @@ -109,157 +109,3 @@ def test_missing_minp_zero(self): result = x.expanding(min_periods=1).sum() expected = pd.Series([np.nan]) tm.assert_series_equal(result, expected) - - -# create the data only once as we are not setting it -def _create_consistency_data(): - def create_series(): - return [Series(), - Series([np.nan]), - Series([np.nan, np.nan]), - Series([3.]), - Series([np.nan, 3.]), - Series([3., np.nan]), - Series([1., 3.]), - Series([2., 2.]), - Series([3., 1.]), - Series([5., 5., 5., 5., np.nan, np.nan, np.nan, 5., 5., np.nan, - np.nan]), - Series([np.nan, 5., 5., 5., np.nan, np.nan, np.nan, 5., 5., - np.nan, np.nan]), - Series([np.nan, np.nan, 5., 5., np.nan, np.nan, np.nan, 5., 5., - np.nan, np.nan]), - Series([np.nan, 3., np.nan, 3., 4., 5., 6., np.nan, np.nan, 7., - 12., 13., 14., 15.]), - Series([np.nan, 5., np.nan, 2., 4., 0., 9., np.nan, np.nan, 3., - 12., 13., 14., 15.]), - Series([2., 3., np.nan, 3., 4., 5., 6., np.nan, np.nan, 7., - 12., 13., 14., 15.]), - Series([2., 5., np.nan, 2., 4., 0., 9., np.nan, np.nan, 3., - 12., 13., 14., 15.]), - Series(range(10)), - Series(range(20, 0, -2)), ] - - def create_dataframes(): - return ([DataFrame(), - DataFrame(columns=['a']), - DataFrame(columns=['a', 'a']), - DataFrame(columns=['a', 'b']), - DataFrame(np.arange(10).reshape((5, 2))), - DataFrame(np.arange(25).reshape((5, 5))), - DataFrame(np.arange(25).reshape((5, 5)), - columns=['a', 'b', 99, 'd', 'd'])] + - [DataFrame(s) for s in create_series()]) - - def is_constant(x): - values = x.values.ravel() - return len(set(values[notna(values)])) == 1 - - def no_nans(x): - return x.notna().all().all() - - # data is a tuple(object, is_contant, no_nans) - data = create_series() + create_dataframes() - - return [(x, is_constant(x), no_nans(x)) for x in data] - - -_consistency_data = _create_consistency_data() - - -class TestGrouperGrouping(object): - - def setup_method(self, method): - self.series = Series(np.arange(10)) - self.frame = DataFrame({'A': [1] * 20 + [2] * 12 + [3] * 8, - 'B': np.arange(40)}) - - def test_mutated(self): - - def f(): - self.frame.groupby('A', foo=1) - pytest.raises(TypeError, f) - - g = self.frame.groupby('A') - assert not g.mutated - g = self.frame.groupby('A', mutated=True) - assert g.mutated - - def test_getitem(self): - g = self.frame.groupby('A') - g_mutated = self.frame.groupby('A', mutated=True) - - expected = g_mutated.B.apply(lambda x: x.rolling(2).mean()) - - result = g.rolling(2).mean().B - tm.assert_series_equal(result, expected) - - result = g.rolling(2).B.mean() - tm.assert_series_equal(result, expected) - - result = g.B.rolling(2).mean() - tm.assert_series_equal(result, expected) - - result = self.frame.B.groupby(self.frame.A).rolling(2).mean() - tm.assert_series_equal(result, expected) - - def test_getitem_multiple(self): - - # GH 13174 - g = self.frame.groupby('A') - r = g.rolling(2) - g_mutated = self.frame.groupby('A', mutated=True) - expected = g_mutated.B.apply(lambda x: x.rolling(2).count()) - - result = r.B.count() - tm.assert_series_equal(result, expected) - - result = r.B.count() - tm.assert_series_equal(result, expected) - - def test_expanding(self): - g = self.frame.groupby('A') - r = g.expanding() - - for f in ['sum', 'mean', 'min', 'max', 'count', 'kurt', 'skew']: - - result = getattr(r, f)() - expected = g.apply(lambda x: getattr(x.expanding(), f)()) - tm.assert_frame_equal(result, expected) - - for f in ['std', 'var']: - result = getattr(r, f)(ddof=0) - expected = g.apply(lambda x: getattr(x.expanding(), f)(ddof=0)) - tm.assert_frame_equal(result, expected) - - result = r.quantile(0.5) - expected = g.apply(lambda x: x.expanding().quantile(0.5)) - tm.assert_frame_equal(result, expected) - - def test_expanding_corr_cov(self): - g = self.frame.groupby('A') - r = g.expanding() - - for f in ['corr', 'cov']: - result = getattr(r, f)(self.frame) - - def func(x): - return getattr(x.expanding(), f)(self.frame) - expected = g.apply(func) - tm.assert_frame_equal(result, expected) - - result = getattr(r.B, f)(pairwise=True) - - def func(x): - return getattr(x.B.expanding(), f)(pairwise=True) - expected = g.apply(func) - tm.assert_series_equal(result, expected) - - def test_expanding_apply(self): - g = self.frame.groupby('A') - r = g.expanding() - - # reduction - result = r.apply(lambda x: x.sum()) - expected = g.apply(lambda x: x.expanding().apply(lambda y: y.sum())) - tm.assert_frame_equal(result, expected) diff --git a/pandas/tests/windows/test_rolling.py b/pandas/tests/windows/test_rolling.py index d91c6b8e6454f..e7816684a9498 100644 --- a/pandas/tests/windows/test_rolling.py +++ b/pandas/tests/windows/test_rolling.py @@ -1,5 +1,4 @@ import pytest -import warnings from datetime import datetime, timedelta from numpy.random import randn @@ -7,13 +6,12 @@ import pandas as pd from pandas import (Series, DataFrame, bdate_range, - isna, notna, Timestamp, Index) + Timestamp, Index) import pandas.core.window as rwindow -import pandas.tseries.offsets as offsets from pandas.errors import UnsupportedFunctionCall import pandas.util.testing as tm import pandas.util._test_decorators as td -from pandas.compat import range, zip +from pandas.compat import range N, K = 100, 10 @@ -185,685 +183,6 @@ def test_multi_index_names(self): assert result.index.names == [None, '1', '2'] -class TestMoments(Base): - - def setup_method(self, method): - self._create_data() - - def test_centered_axis_validation(self): - - # ok - Series(np.ones(10)).rolling(window=3, center=True, axis=0).mean() - - # bad axis - with pytest.raises(ValueError): - Series(np.ones(10)).rolling(window=3, center=True, axis=1).mean() - - # ok ok - DataFrame(np.ones((10, 10))).rolling(window=3, center=True, - axis=0).mean() - DataFrame(np.ones((10, 10))).rolling(window=3, center=True, - axis=1).mean() - - # bad axis - with pytest.raises(ValueError): - (DataFrame(np.ones((10, 10))) - .rolling(window=3, center=True, axis=2).mean()) - - def test_rolling_sum(self): - self._check_moment_func(np.nansum, name='sum', - zero_min_periods_equal=False) - - def test_rolling_count(self): - counter = lambda x: np.isfinite(x).astype(float).sum() - self._check_moment_func(counter, name='count', has_min_periods=False, - fill_value=0) - - def test_rolling_mean(self): - self._check_moment_func(np.mean, name='mean') - - @td.skip_if_no_scipy - def test_cmov_mean(self): - # GH 8238 - vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, - 10.63, 14.48]) - result = Series(vals).rolling(5, center=True).mean() - expected = Series([np.nan, np.nan, 9.962, 11.27, 11.564, 12.516, - 12.818, 12.952, np.nan, np.nan]) - tm.assert_series_equal(expected, result) - - @td.skip_if_no_scipy - def test_cmov_window(self): - # GH 8238 - vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, - 10.63, 14.48]) - result = Series(vals).rolling(5, win_type='boxcar', center=True).mean() - expected = Series([np.nan, np.nan, 9.962, 11.27, 11.564, 12.516, - 12.818, 12.952, np.nan, np.nan]) - tm.assert_series_equal(expected, result) - - @td.skip_if_no_scipy - def test_cmov_window_corner(self): - # GH 8238 - # all nan - vals = pd.Series([np.nan] * 10) - result = vals.rolling(5, center=True, win_type='boxcar').mean() - assert np.isnan(result).all() - - # empty - vals = pd.Series([]) - result = vals.rolling(5, center=True, win_type='boxcar').mean() - assert len(result) == 0 - - # shorter than window - vals = pd.Series(np.random.randn(5)) - result = vals.rolling(10, win_type='boxcar').mean() - assert np.isnan(result).all() - assert len(result) == 5 - - @td.skip_if_no_scipy - def test_cmov_window_frame(self): - # Gh 8238 - vals = np.array([[12.18, 3.64], [10.18, 9.16], [13.24, 14.61], - [4.51, 8.11], [6.15, 11.44], [9.14, 6.21], - [11.31, 10.67], [2.94, 6.51], [9.42, 8.39], [12.44, - 7.34]]) - - xp = np.array([[np.nan, np.nan], [np.nan, np.nan], [9.252, 9.392], - [8.644, 9.906], [8.87, 10.208], [6.81, 8.588], - [7.792, 8.644], [9.05, 7.824], [np.nan, np.nan - ], [np.nan, np.nan]]) - - # DataFrame - rs = DataFrame(vals).rolling(5, win_type='boxcar', center=True).mean() - tm.assert_frame_equal(DataFrame(xp), rs) - - # invalid method - with pytest.raises(AttributeError): - (DataFrame(vals).rolling(5, win_type='boxcar', center=True) - .std()) - - # sum - xp = np.array([[np.nan, np.nan], [np.nan, np.nan], [46.26, 46.96], - [43.22, 49.53], [44.35, 51.04], [34.05, 42.94], - [38.96, 43.22], [45.25, 39.12], [np.nan, np.nan - ], [np.nan, np.nan]]) - - rs = DataFrame(vals).rolling(5, win_type='boxcar', center=True).sum() - tm.assert_frame_equal(DataFrame(xp), rs) - - @td.skip_if_no_scipy - def test_cmov_window_na_min_periods(self): - # min_periods - vals = Series(np.random.randn(10)) - vals[4] = np.nan - vals[8] = np.nan - - xp = vals.rolling(5, min_periods=4, center=True).mean() - rs = vals.rolling(5, win_type='boxcar', min_periods=4, - center=True).mean() - tm.assert_series_equal(xp, rs) - - @td.skip_if_no_scipy - def test_cmov_window_regular(self): - # GH 8238 - win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', - 'blackmanharris', 'nuttall', 'barthann'] - - vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, - 10.63, 14.48]) - xps = { - 'hamming': [np.nan, np.nan, 8.71384, 9.56348, 12.38009, 14.03687, - 13.8567, 11.81473, np.nan, np.nan], - 'triang': [np.nan, np.nan, 9.28667, 10.34667, 12.00556, 13.33889, - 13.38, 12.33667, np.nan, np.nan], - 'barthann': [np.nan, np.nan, 8.4425, 9.1925, 12.5575, 14.3675, - 14.0825, 11.5675, np.nan, np.nan], - 'bohman': [np.nan, np.nan, 7.61599, 9.1764, 12.83559, 14.17267, - 14.65923, 11.10401, np.nan, np.nan], - 'blackmanharris': [np.nan, np.nan, 6.97691, 9.16438, 13.05052, - 14.02156, 15.10512, 10.74574, np.nan, np.nan], - 'nuttall': [np.nan, np.nan, 7.04618, 9.16786, 13.02671, 14.03559, - 15.05657, 10.78514, np.nan, np.nan], - 'blackman': [np.nan, np.nan, 7.73345, 9.17869, 12.79607, 14.20036, - 14.57726, 11.16988, np.nan, np.nan], - 'bartlett': [np.nan, np.nan, 8.4425, 9.1925, 12.5575, 14.3675, - 14.0825, 11.5675, np.nan, np.nan] - } - - for wt in win_types: - xp = Series(xps[wt]) - rs = Series(vals).rolling(5, win_type=wt, center=True).mean() - tm.assert_series_equal(xp, rs) - - @td.skip_if_no_scipy - def test_cmov_window_regular_linear_range(self): - # GH 8238 - win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', - 'blackmanharris', 'nuttall', 'barthann'] - - vals = np.array(range(10), dtype=np.float) - xp = vals.copy() - xp[:2] = np.nan - xp[-2:] = np.nan - xp = Series(xp) - - for wt in win_types: - rs = Series(vals).rolling(5, win_type=wt, center=True).mean() - tm.assert_series_equal(xp, rs) - - @td.skip_if_no_scipy - def test_cmov_window_regular_missing_data(self): - # GH 8238 - win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', - 'blackmanharris', 'nuttall', 'barthann'] - - vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, np.nan, - 10.63, 14.48]) - xps = { - 'bartlett': [np.nan, np.nan, 9.70333, 10.5225, 8.4425, 9.1925, - 12.5575, 14.3675, 15.61667, 13.655], - 'blackman': [np.nan, np.nan, 9.04582, 11.41536, 7.73345, 9.17869, - 12.79607, 14.20036, 15.8706, 13.655], - 'barthann': [np.nan, np.nan, 9.70333, 10.5225, 8.4425, 9.1925, - 12.5575, 14.3675, 15.61667, 13.655], - 'bohman': [np.nan, np.nan, 8.9444, 11.56327, 7.61599, 9.1764, - 12.83559, 14.17267, 15.90976, 13.655], - 'hamming': [np.nan, np.nan, 9.59321, 10.29694, 8.71384, 9.56348, - 12.38009, 14.20565, 15.24694, 13.69758], - 'nuttall': [np.nan, np.nan, 8.47693, 12.2821, 7.04618, 9.16786, - 13.02671, 14.03673, 16.08759, 13.65553], - 'triang': [np.nan, np.nan, 9.33167, 9.76125, 9.28667, 10.34667, - 12.00556, 13.82125, 14.49429, 13.765], - 'blackmanharris': [np.nan, np.nan, 8.42526, 12.36824, 6.97691, - 9.16438, 13.05052, 14.02175, 16.1098, 13.65509] - } - - for wt in win_types: - xp = Series(xps[wt]) - rs = Series(vals).rolling(5, win_type=wt, min_periods=3).mean() - tm.assert_series_equal(xp, rs) - - @td.skip_if_no_scipy - def test_cmov_window_special(self): - # GH 8238 - win_types = ['kaiser', 'gaussian', 'general_gaussian', 'slepian'] - kwds = [{'beta': 1.}, {'std': 1.}, {'power': 2., - 'width': 2.}, {'width': 0.5}] - - vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, - 10.63, 14.48]) - - xps = { - 'gaussian': [np.nan, np.nan, 8.97297, 9.76077, 12.24763, 13.89053, - 13.65671, 12.01002, np.nan, np.nan], - 'general_gaussian': [np.nan, np.nan, 9.85011, 10.71589, 11.73161, - 13.08516, 12.95111, 12.74577, np.nan, np.nan], - 'slepian': [np.nan, np.nan, 9.81073, 10.89359, 11.70284, 12.88331, - 12.96079, 12.77008, np.nan, np.nan], - 'kaiser': [np.nan, np.nan, 9.86851, 11.02969, 11.65161, 12.75129, - 12.90702, 12.83757, np.nan, np.nan] - } - - for wt, k in zip(win_types, kwds): - xp = Series(xps[wt]) - rs = Series(vals).rolling(5, win_type=wt, center=True).mean(**k) - tm.assert_series_equal(xp, rs) - - @td.skip_if_no_scipy - def test_cmov_window_special_linear_range(self): - # GH 8238 - win_types = ['kaiser', 'gaussian', 'general_gaussian', 'slepian'] - kwds = [{'beta': 1.}, {'std': 1.}, {'power': 2., - 'width': 2.}, {'width': 0.5}] - - vals = np.array(range(10), dtype=np.float) - xp = vals.copy() - xp[:2] = np.nan - xp[-2:] = np.nan - xp = Series(xp) - - for wt, k in zip(win_types, kwds): - rs = Series(vals).rolling(5, win_type=wt, center=True).mean(**k) - tm.assert_series_equal(xp, rs) - - def test_rolling_median(self): - self._check_moment_func(np.median, name='median') - - def test_rolling_min(self): - self._check_moment_func(np.min, name='min') - - a = pd.Series([1, 2, 3, 4, 5]) - result = a.rolling(window=100, min_periods=1).min() - expected = pd.Series(np.ones(len(a))) - tm.assert_series_equal(result, expected) - - with pytest.raises(ValueError): - pd.Series([1, 2, 3]).rolling(window=3, min_periods=5).min() - - def test_rolling_max(self): - self._check_moment_func(np.max, name='max') - - a = pd.Series([1, 2, 3, 4, 5], dtype=np.float64) - b = a.rolling(window=100, min_periods=1).max() - tm.assert_almost_equal(a, b) - - with pytest.raises(ValueError): - pd.Series([1, 2, 3]).rolling(window=3, min_periods=5).max() - - @pytest.mark.parametrize('q', [0.0, .1, .5, .9, 1.0]) - def test_rolling_quantile(self, q): - - def scoreatpercentile(a, per): - values = np.sort(a, axis=0) - - idx = int(per / 1. * (values.shape[0] - 1)) - - if idx == values.shape[0] - 1: - retval = values[-1] - - else: - qlow = float(idx) / float(values.shape[0] - 1) - qhig = float(idx + 1) / float(values.shape[0] - 1) - vlow = values[idx] - vhig = values[idx + 1] - retval = vlow + (vhig - vlow) * (per - qlow) / (qhig - qlow) - - return retval - - def quantile_func(x): - return scoreatpercentile(x, q) - - self._check_moment_func(quantile_func, name='quantile', - quantile=q) - - def test_rolling_quantile_np_percentile(self): - # #9413: Tests that rolling window's quantile default behavior - # is analogus to Numpy's percentile - row = 10 - col = 5 - idx = pd.date_range('20100101', periods=row, freq='B') - df = DataFrame(np.random.rand(row * col).reshape((row, -1)), index=idx) - - df_quantile = df.quantile([0.25, 0.5, 0.75], axis=0) - np_percentile = np.percentile(df, [25, 50, 75], axis=0) - - tm.assert_almost_equal(df_quantile.values, np.array(np_percentile)) - - def test_rolling_quantile_series(self): - # #16211: Tests that rolling window's quantile default behavior - # is analogus to Series' quantile - arr = np.arange(100) - s = Series(arr) - q1 = s.quantile(0.1) - q2 = s.rolling(100).quantile(0.1).iloc[-1] - - tm.assert_almost_equal(q1, q2) - - def test_rolling_quantile_param(self): - ser = Series([0.0, .1, .5, .9, 1.0]) - - with pytest.raises(ValueError): - ser.rolling(3).quantile(-0.1) - - with pytest.raises(ValueError): - ser.rolling(3).quantile(10.0) - - with pytest.raises(TypeError): - ser.rolling(3).quantile('foo') - - def test_rolling_apply(self): - # suppress warnings about empty slices, as we are deliberately testing - # with a 0-length Series - with warnings.catch_warnings(): - warnings.filterwarnings("ignore", - message=".*(empty slice|0 for slice).*", - category=RuntimeWarning) - - ser = Series([]) - tm.assert_series_equal(ser, - ser.rolling(10).apply(lambda x: x.mean())) - - def f(x): - return x[np.isfinite(x)].mean() - - self._check_moment_func(np.mean, name='apply', func=f) - - # GH 8080 - s = Series([None, None, None]) - result = s.rolling(2, min_periods=0).apply(lambda x: len(x)) - expected = Series([1., 2., 2.]) - tm.assert_series_equal(result, expected) - - result = s.rolling(2, min_periods=0).apply(len) - tm.assert_series_equal(result, expected) - - def test_rolling_apply_out_of_bounds(self): - # #1850 - vals = pd.Series([1, 2, 3, 4]) - - result = vals.rolling(10).apply(np.sum) - assert result.isna().all() - - result = vals.rolling(10, min_periods=1).apply(np.sum) - expected = pd.Series([1, 3, 6, 10], dtype=float) - tm.assert_almost_equal(result, expected) - - def test_rolling_std(self): - self._check_moment_func(lambda x: np.std(x, ddof=1), - name='std') - self._check_moment_func(lambda x: np.std(x, ddof=0), - name='std', ddof=0) - - def test_rolling_std_1obs(self): - vals = pd.Series([1., 2., 3., 4., 5.]) - - result = vals.rolling(1, min_periods=1).std() - expected = pd.Series([np.nan] * 5) - tm.assert_series_equal(result, expected) - - result = vals.rolling(1, min_periods=1).std(ddof=0) - expected = pd.Series([0.] * 5) - tm.assert_series_equal(result, expected) - - result = (pd.Series([np.nan, np.nan, 3, 4, 5]) - .rolling(3, min_periods=2).std()) - assert np.isnan(result[2]) - - def test_rolling_std_neg_sqrt(self): - # unit test from Bottleneck - - # Test move_nanstd for neg sqrt. - - a = pd.Series([0.0011448196318903589, 0.00028718669878572767, - 0.00028718669878572767, 0.00028718669878572767, - 0.00028718669878572767]) - b = a.rolling(window=3).std() - assert np.isfinite(b[2:]).all() - - b = a.ewm(span=3).std() - assert np.isfinite(b[2:]).all() - - def test_rolling_var(self): - self._check_moment_func(lambda x: np.var(x, ddof=1), - name='var') - self._check_moment_func(lambda x: np.var(x, ddof=0), - name='var', ddof=0) - - @td.skip_if_no_scipy - def test_rolling_skew(self): - from scipy.stats import skew - self._check_moment_func(lambda x: skew(x, bias=False), name='skew') - - @td.skip_if_no_scipy - def test_rolling_kurt(self): - from scipy.stats import kurtosis - self._check_moment_func(lambda x: kurtosis(x, bias=False), - name='kurt') - - def _check_moment_func(self, static_comp, name, has_min_periods=True, - has_center=True, has_time_rule=True, - fill_value=None, zero_min_periods_equal=True, - **kwargs): - - def get_result(obj, window, min_periods=None, center=False): - r = obj.rolling(window=window, min_periods=min_periods, - center=center) - return getattr(r, name)(**kwargs) - - series_result = get_result(self.series, window=50) - assert isinstance(series_result, Series) - tm.assert_almost_equal(series_result.iloc[-1], - static_comp(self.series[-50:])) - - frame_result = get_result(self.frame, window=50) - assert isinstance(frame_result, DataFrame) - tm.assert_series_equal(frame_result.iloc[-1, :], - self.frame.iloc[-50:, :].apply(static_comp, - axis=0), - check_names=False) - - # check time_rule works - if has_time_rule: - win = 25 - minp = 10 - series = self.series[::2].resample('B').mean() - frame = self.frame[::2].resample('B').mean() - - if has_min_periods: - series_result = get_result(series, window=win, - min_periods=minp) - frame_result = get_result(frame, window=win, - min_periods=minp) - else: - series_result = get_result(series, window=win) - frame_result = get_result(frame, window=win) - - last_date = series_result.index[-1] - prev_date = last_date - 24 * offsets.BDay() - - trunc_series = self.series[::2].truncate(prev_date, last_date) - trunc_frame = self.frame[::2].truncate(prev_date, last_date) - - tm.assert_almost_equal(series_result[-1], - static_comp(trunc_series)) - - tm.assert_series_equal(frame_result.xs(last_date), - trunc_frame.apply(static_comp), - check_names=False) - - # excluding NaNs correctly - obj = Series(randn(50)) - obj[:10] = np.NaN - obj[-10:] = np.NaN - if has_min_periods: - result = get_result(obj, 50, min_periods=30) - tm.assert_almost_equal(result.iloc[-1], static_comp(obj[10:-10])) - - # min_periods is working correctly - result = get_result(obj, 20, min_periods=15) - assert isna(result.iloc[23]) - assert not isna(result.iloc[24]) - - assert not isna(result.iloc[-6]) - assert isna(result.iloc[-5]) - - obj2 = Series(randn(20)) - result = get_result(obj2, 10, min_periods=5) - assert isna(result.iloc[3]) - assert notna(result.iloc[4]) - - if zero_min_periods_equal: - # min_periods=0 may be equivalent to min_periods=1 - result0 = get_result(obj, 20, min_periods=0) - result1 = get_result(obj, 20, min_periods=1) - tm.assert_almost_equal(result0, result1) - else: - result = get_result(obj, 50) - tm.assert_almost_equal(result.iloc[-1], static_comp(obj[10:-10])) - - # window larger than series length (#7297) - if has_min_periods: - for minp in (0, len(self.series) - 1, len(self.series)): - result = get_result(self.series, len(self.series) + 1, - min_periods=minp) - expected = get_result(self.series, len(self.series), - min_periods=minp) - nan_mask = isna(result) - tm.assert_series_equal(nan_mask, isna(expected)) - - nan_mask = ~nan_mask - tm.assert_almost_equal(result[nan_mask], - expected[nan_mask]) - else: - result = get_result(self.series, len(self.series) + 1) - expected = get_result(self.series, len(self.series)) - nan_mask = isna(result) - tm.assert_series_equal(nan_mask, isna(expected)) - - nan_mask = ~nan_mask - tm.assert_almost_equal(result[nan_mask], expected[nan_mask]) - - # check center=True - if has_center: - if has_min_periods: - result = get_result(obj, 20, min_periods=15, center=True) - expected = get_result( - pd.concat([obj, Series([np.NaN] * 9)]), 20, - min_periods=15)[9:].reset_index(drop=True) - else: - result = get_result(obj, 20, center=True) - expected = get_result( - pd.concat([obj, Series([np.NaN] * 9)]), - 20)[9:].reset_index(drop=True) - - tm.assert_series_equal(result, expected) - - # shifter index - s = ['x%d' % x for x in range(12)] - - if has_min_periods: - minp = 10 - - series_xp = get_result( - self.series.reindex(list(self.series.index) + s), - window=25, - min_periods=minp).shift(-12).reindex(self.series.index) - frame_xp = get_result( - self.frame.reindex(list(self.frame.index) + s), - window=25, - min_periods=minp).shift(-12).reindex(self.frame.index) - - series_rs = get_result(self.series, window=25, - min_periods=minp, center=True) - frame_rs = get_result(self.frame, window=25, min_periods=minp, - center=True) - - else: - series_xp = get_result( - self.series.reindex(list(self.series.index) + s), - window=25).shift(-12).reindex(self.series.index) - frame_xp = get_result( - self.frame.reindex(list(self.frame.index) + s), - window=25).shift(-12).reindex(self.frame.index) - - series_rs = get_result(self.series, window=25, center=True) - frame_rs = get_result(self.frame, window=25, center=True) - - if fill_value is not None: - series_xp = series_xp.fillna(fill_value) - frame_xp = frame_xp.fillna(fill_value) - tm.assert_series_equal(series_xp, series_rs) - tm.assert_frame_equal(frame_xp, frame_rs) - - -def _rolling_consistency_cases(): - for window in [1, 2, 3, 10, 20]: - for min_periods in set([0, 1, 2, 3, 4, window]): - if min_periods and (min_periods > window): - continue - for center in [False, True]: - yield window, min_periods, center - - -class TestGrouperGrouping(object): - - def setup_method(self, method): - self.series = Series(np.arange(10)) - self.frame = DataFrame({'A': [1] * 20 + [2] * 12 + [3] * 8, - 'B': np.arange(40)}) - - def test_mutated(self): - - def f(): - self.frame.groupby('A', foo=1) - pytest.raises(TypeError, f) - - g = self.frame.groupby('A') - assert not g.mutated - g = self.frame.groupby('A', mutated=True) - assert g.mutated - - def test_getitem(self): - g = self.frame.groupby('A') - g_mutated = self.frame.groupby('A', mutated=True) - - expected = g_mutated.B.apply(lambda x: x.rolling(2).mean()) - - result = g.rolling(2).mean().B - tm.assert_series_equal(result, expected) - - result = g.rolling(2).B.mean() - tm.assert_series_equal(result, expected) - - result = g.B.rolling(2).mean() - tm.assert_series_equal(result, expected) - - result = self.frame.B.groupby(self.frame.A).rolling(2).mean() - tm.assert_series_equal(result, expected) - - def test_getitem_multiple(self): - - # GH 13174 - g = self.frame.groupby('A') - r = g.rolling(2) - g_mutated = self.frame.groupby('A', mutated=True) - expected = g_mutated.B.apply(lambda x: x.rolling(2).count()) - - result = r.B.count() - tm.assert_series_equal(result, expected) - - result = r.B.count() - tm.assert_series_equal(result, expected) - - def test_rolling(self): - g = self.frame.groupby('A') - r = g.rolling(window=4) - - for f in ['sum', 'mean', 'min', 'max', 'count', 'kurt', 'skew']: - - result = getattr(r, f)() - expected = g.apply(lambda x: getattr(x.rolling(4), f)()) - tm.assert_frame_equal(result, expected) - - for f in ['std', 'var']: - result = getattr(r, f)(ddof=1) - expected = g.apply(lambda x: getattr(x.rolling(4), f)(ddof=1)) - tm.assert_frame_equal(result, expected) - - result = r.quantile(0.5) - expected = g.apply(lambda x: x.rolling(4).quantile(0.5)) - tm.assert_frame_equal(result, expected) - - def test_rolling_corr_cov(self): - g = self.frame.groupby('A') - r = g.rolling(window=4) - - for f in ['corr', 'cov']: - result = getattr(r, f)(self.frame) - - def func(x): - return getattr(x.rolling(4), f)(self.frame) - expected = g.apply(func) - tm.assert_frame_equal(result, expected) - - result = getattr(r.B, f)(pairwise=True) - - def func(x): - return getattr(x.B.rolling(4), f)(pairwise=True) - expected = g.apply(func) - tm.assert_series_equal(result, expected) - - def test_rolling_apply(self): - g = self.frame.groupby('A') - r = g.rolling(window=4) - - # reduction - result = r.apply(lambda x: x.sum()) - expected = g.apply(lambda x: x.rolling(4).apply(lambda y: y.sum())) - tm.assert_frame_equal(result, expected) - - class TestRollingTS(object): # rolling time-series friendly diff --git a/pandas/tests/windows/test_window.py b/pandas/tests/windows/test_window.py index dabdb1e8e689c..7b3796503369d 100644 --- a/pandas/tests/windows/test_window.py +++ b/pandas/tests/windows/test_window.py @@ -3,7 +3,7 @@ import warnings from warnings import catch_warnings -from datetime import datetime, timedelta +from datetime import datetime from numpy.random import randn import numpy as np @@ -328,287 +328,6 @@ def test_numpy_compat(self): getattr(w, func), dtype=np.float64) -class TestRolling(Base): - - def setup_method(self, method): - self._create_data() - - def test_doc_string(self): - - df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) - df - df.rolling(2).sum() - df.rolling(2, min_periods=1).sum() - - def test_constructor(self): - # GH 12669 - - for o in [self.series, self.frame]: - c = o.rolling - - # valid - c(window=2) - c(window=2, min_periods=1) - c(window=2, min_periods=1, center=True) - c(window=2, min_periods=1, center=False) - - # GH 13383 - c(0) - with pytest.raises(ValueError): - c(-1) - - # not valid - for w in [2., 'foo', np.array([2])]: - with pytest.raises(ValueError): - c(window=w) - with pytest.raises(ValueError): - c(window=2, min_periods=w) - with pytest.raises(ValueError): - c(window=2, min_periods=1, center=w) - - @td.skip_if_no_scipy - def test_constructor_with_win_type(self): - # GH 13383 - for o in [self.series, self.frame]: - c = o.rolling - c(0, win_type='boxcar') - with pytest.raises(ValueError): - c(-1, win_type='boxcar') - - def test_constructor_with_timedelta_window(self): - # GH 15440 - n = 10 - df = DataFrame({'value': np.arange(n)}, - index=pd.date_range('2015-12-24', periods=n, freq="D")) - expected_data = np.append([0., 1.], np.arange(3., 27., 3)) - for window in [timedelta(days=3), pd.Timedelta(days=3)]: - result = df.rolling(window=window).sum() - expected = DataFrame({'value': expected_data}, - index=pd.date_range('2015-12-24', periods=n, - freq="D")) - tm.assert_frame_equal(result, expected) - expected = df.rolling('3D').sum() - tm.assert_frame_equal(result, expected) - - @pytest.mark.parametrize( - 'window', [timedelta(days=3), pd.Timedelta(days=3), '3D']) - def test_constructor_with_timedelta_window_and_minperiods(self, window): - # GH 15305 - n = 10 - df = DataFrame({'value': np.arange(n)}, - index=pd.date_range('2017-08-08', periods=n, freq="D")) - expected = DataFrame( - {'value': np.append([np.NaN, 1.], np.arange(3., 27., 3))}, - index=pd.date_range('2017-08-08', periods=n, freq="D")) - result_roll_sum = df.rolling(window=window, min_periods=2).sum() - result_roll_generic = df.rolling(window=window, - min_periods=2).apply(sum) - tm.assert_frame_equal(result_roll_sum, expected) - tm.assert_frame_equal(result_roll_generic, expected) - - def test_numpy_compat(self): - # see gh-12811 - r = rwindow.Rolling(Series([2, 4, 6]), window=2) - - msg = "numpy operations are not valid with window objects" - - for func in ('std', 'mean', 'sum', 'max', 'min', 'var'): - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(r, func), 1, 2, 3) - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(r, func), dtype=np.float64) - - def test_closed(self): - df = DataFrame({'A': [0, 1, 2, 3, 4]}) - # closed only allowed for datetimelike - with pytest.raises(ValueError): - df.rolling(window=3, closed='neither') - - @pytest.mark.parametrize('roller', ['1s', 1]) - def tests_empty_df_rolling(self, roller): - # GH 15819 Verifies that datetime and integer rolling windows can be - # applied to empty DataFrames - expected = DataFrame() - result = DataFrame().rolling(roller).sum() - tm.assert_frame_equal(result, expected) - - # Verifies that datetime and integer rolling windows can be applied to - # empty DataFrames with datetime index - expected = DataFrame(index=pd.DatetimeIndex([])) - result = DataFrame(index=pd.DatetimeIndex([])).rolling(roller).sum() - tm.assert_frame_equal(result, expected) - - def test_missing_minp_zero(self): - # https://github.com/pandas-dev/pandas/pull/18921 - # minp=0 - x = pd.Series([np.nan]) - result = x.rolling(1, min_periods=0).sum() - expected = pd.Series([0.0]) - tm.assert_series_equal(result, expected) - - # minp=1 - result = x.rolling(1, min_periods=1).sum() - expected = pd.Series([np.nan]) - tm.assert_series_equal(result, expected) - - def test_missing_minp_zero_variable(self): - # https://github.com/pandas-dev/pandas/pull/18921 - x = pd.Series([np.nan] * 4, - index=pd.DatetimeIndex(['2017-01-01', '2017-01-04', - '2017-01-06', '2017-01-07'])) - result = x.rolling(pd.Timedelta("2d"), min_periods=0).sum() - expected = pd.Series(0.0, index=x.index) - tm.assert_series_equal(result, expected) - - def test_multi_index_names(self): - - # GH 16789, 16825 - cols = pd.MultiIndex.from_product([['A', 'B'], ['C', 'D', 'E']], - names=['1', '2']) - df = DataFrame(np.ones((10, 6)), columns=cols) - result = df.rolling(3).cov() - - tm.assert_index_equal(result.columns, df.columns) - assert result.index.names == [None, '1', '2'] - - -class TestExpanding(Base): - - def setup_method(self, method): - self._create_data() - - def test_doc_string(self): - - df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) - df - df.expanding(2).sum() - - def test_constructor(self): - # GH 12669 - - for o in [self.series, self.frame]: - c = o.expanding - - # valid - c(min_periods=1) - c(min_periods=1, center=True) - c(min_periods=1, center=False) - - # not valid - for w in [2., 'foo', np.array([2])]: - with pytest.raises(ValueError): - c(min_periods=w) - with pytest.raises(ValueError): - c(min_periods=1, center=w) - - def test_numpy_compat(self): - # see gh-12811 - e = rwindow.Expanding(Series([2, 4, 6]), window=2) - - msg = "numpy operations are not valid with window objects" - - for func in ('std', 'mean', 'sum', 'max', 'min', 'var'): - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(e, func), 1, 2, 3) - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(e, func), dtype=np.float64) - - @pytest.mark.parametrize( - 'expander', - [1, pytest.param('ls', marks=pytest.mark.xfail( - reason='GH 16425 expanding with ' - 'offset not supported'))]) - def test_empty_df_expanding(self, expander): - # GH 15819 Verifies that datetime and integer expanding windows can be - # applied to empty DataFrames - - expected = DataFrame() - result = DataFrame().expanding(expander).sum() - tm.assert_frame_equal(result, expected) - - # Verifies that datetime and integer expanding windows can be applied - # to empty DataFrames with datetime index - expected = DataFrame(index=pd.DatetimeIndex([])) - result = DataFrame( - index=pd.DatetimeIndex([])).expanding(expander).sum() - tm.assert_frame_equal(result, expected) - - def test_missing_minp_zero(self): - # https://github.com/pandas-dev/pandas/pull/18921 - # minp=0 - x = pd.Series([np.nan]) - result = x.expanding(min_periods=0).sum() - expected = pd.Series([0.0]) - tm.assert_series_equal(result, expected) - - # minp=1 - result = x.expanding(min_periods=1).sum() - expected = pd.Series([np.nan]) - tm.assert_series_equal(result, expected) - - -class TestEWM(Base): - - def setup_method(self, method): - self._create_data() - - def test_doc_string(self): - - df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) - df - df.ewm(com=0.5).mean() - - def test_constructor(self): - for o in [self.series, self.frame]: - c = o.ewm - - # valid - c(com=0.5) - c(span=1.5) - c(alpha=0.5) - c(halflife=0.75) - c(com=0.5, span=None) - c(alpha=0.5, com=None) - c(halflife=0.75, alpha=None) - - # not valid: mutually exclusive - with pytest.raises(ValueError): - c(com=0.5, alpha=0.5) - with pytest.raises(ValueError): - c(span=1.5, halflife=0.75) - with pytest.raises(ValueError): - c(alpha=0.5, span=1.5) - - # not valid: com < 0 - with pytest.raises(ValueError): - c(com=-0.5) - - # not valid: span < 1 - with pytest.raises(ValueError): - c(span=0.5) - - # not valid: halflife <= 0 - with pytest.raises(ValueError): - c(halflife=0) - - # not valid: alpha <= 0 or alpha > 1 - for alpha in (-0.5, 1.5): - with pytest.raises(ValueError): - c(alpha=alpha) - - def test_numpy_compat(self): - # see gh-12811 - e = rwindow.EWM(Series([2, 4, 6]), alpha=0.5) - - msg = "numpy operations are not valid with window objects" - - for func in ('std', 'mean', 'var'): - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(e, func), 1, 2, 3) - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(e, func), dtype=np.float64) - - # gh-12373 : rolling functions error on float32 data # make sure rolling functions works for different dtypes # From 6f74164d78fd6d92ff4666fae72090278b396b4b Mon Sep 17 00:00:00 2001 From: Gilberto Olimpio Date: Mon, 12 Feb 2018 20:10:32 -0200 Subject: [PATCH 17/19] Ambiguity correction in documentation on pandas.DataFrame.to_parquet --- pandas/core/frame.py | 9 +++++---- pandas/io/parquet.py | 14 ++++++++------ 2 files changed, 13 insertions(+), 10 deletions(-) diff --git a/pandas/core/frame.py b/pandas/core/frame.py index 2782ee7b9d201..7a8f77fe36012 100644 --- a/pandas/core/frame.py +++ b/pandas/core/frame.py @@ -1678,9 +1678,10 @@ def to_parquet(self, fname, engine='auto', compression='snappy', fname : str string file path engine : {'auto', 'pyarrow', 'fastparquet'}, default 'auto' - Parquet reader library to use. If 'auto', then the option - 'io.parquet.engine' is used. If 'auto', then the first - library to be installed is used. + Parquet library to use. If 'auto', the value from + ``io.parquet.engine`` is used. The default ``io.parquet.engine`` + behavior is to try 'pyarrow', falling back to 'fastparquet' if + 'pyarrow' is unavailable. compression : {'snappy', 'gzip', 'brotli', None}, default 'snappy' Name of the compression to use. Use ``None`` for no compression. kwargs @@ -2614,7 +2615,7 @@ def _ensure_valid_index(self, value): if not len(self.index) and is_list_like(value): try: value = Series(value) - except: + except ValueError: raise ValueError('Cannot set a frame with no defined index ' 'and a value that cannot be converted to a ' 'Series') diff --git a/pandas/io/parquet.py b/pandas/io/parquet.py index 1c22a305c089d..721121e53624a 100644 --- a/pandas/io/parquet.py +++ b/pandas/io/parquet.py @@ -244,9 +244,10 @@ def to_parquet(df, path, engine='auto', compression='snappy', **kwargs): path : string File path engine : {'auto', 'pyarrow', 'fastparquet'}, default 'auto' - Parquet reader library to use. If 'auto', then the option - 'io.parquet.engine' is used. If 'auto', then the first - library to be installed is used. + Parquet library to use. If 'auto', the value from + ``io.parquet.engine`` is used. The default ``io.parquet.engine`` + behavior is to try 'pyarrow', falling back to 'fastparquet' if + 'pyarrow' is unavailable. compression : {'snappy', 'gzip', 'brotli', None}, default 'snappy' Name of the compression to use. Use ``None`` for no compression. kwargs @@ -271,9 +272,10 @@ def read_parquet(path, engine='auto', columns=None, **kwargs): .. versionadded 0.21.1 engine : {'auto', 'pyarrow', 'fastparquet'}, default 'auto' - Parquet reader library to use. If 'auto', then the option - 'io.parquet.engine' is used. If 'auto', then the first - library to be installed is used. + Parquet library to use. If 'auto', the value from + ``io.parquet.engine`` is used. The default ``io.parquet.engine`` + behavior is to try 'pyarrow', falling back to 'fastparquet' if + 'pyarrow' is unavailable. kwargs are passed to the engine Returns From 5ca693a1b0b9cdf615b37858b2ef785e3d045ca4 Mon Sep 17 00:00:00 2001 From: Gilberto Olimpio Date: Mon, 12 Feb 2018 22:51:14 -0200 Subject: [PATCH 18/19] =?UTF-8?q?Revert=20"documenta=C3=A7=C3=A3o"?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit This reverts commit bf599831b5f18be13bf581868841f6c17444e6bc. --- pandas/tests/test_window.py | 3755 +++++++++++++++++++++++++++++++++++ 1 file changed, 3755 insertions(+) create mode 100644 pandas/tests/test_window.py diff --git a/pandas/tests/test_window.py b/pandas/tests/test_window.py new file mode 100644 index 0000000000000..dabdb1e8e689c --- /dev/null +++ b/pandas/tests/test_window.py @@ -0,0 +1,3755 @@ +from itertools import product +import pytest +import warnings +from warnings import catch_warnings + +from datetime import datetime, timedelta +from numpy.random import randn +import numpy as np + +import pandas as pd +from pandas import (Series, DataFrame, bdate_range, + isna, notna, concat, Timestamp, Index) +import pandas.core.window as rwindow +import pandas.tseries.offsets as offsets +from pandas.core.base import SpecificationError +from pandas.errors import UnsupportedFunctionCall +from pandas.core.sorting import safe_sort +import pandas.util.testing as tm +import pandas.util._test_decorators as td +from pandas.compat import range, zip + +N, K = 100, 10 + + +def assert_equal(left, right): + if isinstance(left, Series): + tm.assert_series_equal(left, right) + else: + tm.assert_frame_equal(left, right) + + +class Base(object): + + _nan_locs = np.arange(20, 40) + _inf_locs = np.array([]) + + def _create_data(self): + arr = randn(N) + arr[self._nan_locs] = np.NaN + + self.arr = arr + self.rng = bdate_range(datetime(2009, 1, 1), periods=N) + self.series = Series(arr.copy(), index=self.rng) + self.frame = DataFrame(randn(N, K), index=self.rng, + columns=np.arange(K)) + + +class TestApi(Base): + + def setup_method(self, method): + self._create_data() + + def test_getitem(self): + + r = self.frame.rolling(window=5) + tm.assert_index_equal(r._selected_obj.columns, self.frame.columns) + + r = self.frame.rolling(window=5)[1] + assert r._selected_obj.name == self.frame.columns[1] + + # technically this is allowed + r = self.frame.rolling(window=5)[1, 3] + tm.assert_index_equal(r._selected_obj.columns, + self.frame.columns[[1, 3]]) + + r = self.frame.rolling(window=5)[[1, 3]] + tm.assert_index_equal(r._selected_obj.columns, + self.frame.columns[[1, 3]]) + + def test_select_bad_cols(self): + df = DataFrame([[1, 2]], columns=['A', 'B']) + g = df.rolling(window=5) + pytest.raises(KeyError, g.__getitem__, ['C']) # g[['C']] + + pytest.raises(KeyError, g.__getitem__, ['A', 'C']) # g[['A', 'C']] + with tm.assert_raises_regex(KeyError, '^[^A]+$'): + # A should not be referenced as a bad column... + # will have to rethink regex if you change message! + g[['A', 'C']] + + def test_attribute_access(self): + + df = DataFrame([[1, 2]], columns=['A', 'B']) + r = df.rolling(window=5) + tm.assert_series_equal(r.A.sum(), r['A'].sum()) + pytest.raises(AttributeError, lambda: r.F) + + def tests_skip_nuisance(self): + + df = DataFrame({'A': range(5), 'B': range(5, 10), 'C': 'foo'}) + + r = df.rolling(window=3) + result = r[['A', 'B']].sum() + expected = DataFrame({'A': [np.nan, np.nan, 3, 6, 9], + 'B': [np.nan, np.nan, 18, 21, 24]}, + columns=list('AB')) + tm.assert_frame_equal(result, expected) + + expected = concat([r[['A', 'B']].sum(), df[['C']]], axis=1) + result = r.sum() + tm.assert_frame_equal(result, expected, check_like=True) + + def test_agg(self): + df = DataFrame({'A': range(5), 'B': range(0, 10, 2)}) + + r = df.rolling(window=3) + a_mean = r['A'].mean() + a_std = r['A'].std() + a_sum = r['A'].sum() + b_mean = r['B'].mean() + b_std = r['B'].std() + b_sum = r['B'].sum() + + result = r.aggregate([np.mean, np.std]) + expected = concat([a_mean, a_std, b_mean, b_std], axis=1) + expected.columns = pd.MultiIndex.from_product([['A', 'B'], ['mean', + 'std']]) + tm.assert_frame_equal(result, expected) + + result = r.aggregate({'A': np.mean, 'B': np.std}) + + expected = concat([a_mean, b_std], axis=1) + tm.assert_frame_equal(result, expected, check_like=True) + + result = r.aggregate({'A': ['mean', 'std']}) + expected = concat([a_mean, a_std], axis=1) + expected.columns = pd.MultiIndex.from_tuples([('A', 'mean'), ('A', + 'std')]) + tm.assert_frame_equal(result, expected) + + result = r['A'].aggregate(['mean', 'sum']) + expected = concat([a_mean, a_sum], axis=1) + expected.columns = ['mean', 'sum'] + tm.assert_frame_equal(result, expected) + + with catch_warnings(record=True): + result = r.aggregate({'A': {'mean': 'mean', 'sum': 'sum'}}) + expected = concat([a_mean, a_sum], axis=1) + expected.columns = pd.MultiIndex.from_tuples([('A', 'mean'), + ('A', 'sum')]) + tm.assert_frame_equal(result, expected, check_like=True) + + with catch_warnings(record=True): + result = r.aggregate({'A': {'mean': 'mean', + 'sum': 'sum'}, + 'B': {'mean2': 'mean', + 'sum2': 'sum'}}) + expected = concat([a_mean, a_sum, b_mean, b_sum], axis=1) + exp_cols = [('A', 'mean'), ('A', 'sum'), ('B', 'mean2'), ('B', 'sum2')] + expected.columns = pd.MultiIndex.from_tuples(exp_cols) + tm.assert_frame_equal(result, expected, check_like=True) + + result = r.aggregate({'A': ['mean', 'std'], 'B': ['mean', 'std']}) + expected = concat([a_mean, a_std, b_mean, b_std], axis=1) + + exp_cols = [('A', 'mean'), ('A', 'std'), ('B', 'mean'), ('B', 'std')] + expected.columns = pd.MultiIndex.from_tuples(exp_cols) + tm.assert_frame_equal(result, expected, check_like=True) + + # passed lambda + result = r.agg({'A': np.sum, 'B': lambda x: np.std(x, ddof=1)}) + rcustom = r['B'].apply(lambda x: np.std(x, ddof=1)) + expected = concat([a_sum, rcustom], axis=1) + tm.assert_frame_equal(result, expected, check_like=True) + + def test_agg_consistency(self): + + df = DataFrame({'A': range(5), 'B': range(0, 10, 2)}) + r = df.rolling(window=3) + + result = r.agg([np.sum, np.mean]).columns + expected = pd.MultiIndex.from_product([list('AB'), ['sum', 'mean']]) + tm.assert_index_equal(result, expected) + + result = r['A'].agg([np.sum, np.mean]).columns + expected = Index(['sum', 'mean']) + tm.assert_index_equal(result, expected) + + result = r.agg({'A': [np.sum, np.mean]}).columns + expected = pd.MultiIndex.from_tuples([('A', 'sum'), ('A', 'mean')]) + tm.assert_index_equal(result, expected) + + def test_agg_nested_dicts(self): + + # API change for disallowing these types of nested dicts + df = DataFrame({'A': range(5), 'B': range(0, 10, 2)}) + r = df.rolling(window=3) + + def f(): + r.aggregate({'r1': {'A': ['mean', 'sum']}, + 'r2': {'B': ['mean', 'sum']}}) + + pytest.raises(SpecificationError, f) + + expected = concat([r['A'].mean(), r['A'].std(), + r['B'].mean(), r['B'].std()], axis=1) + expected.columns = pd.MultiIndex.from_tuples([('ra', 'mean'), ( + 'ra', 'std'), ('rb', 'mean'), ('rb', 'std')]) + with catch_warnings(record=True): + result = r[['A', 'B']].agg({'A': {'ra': ['mean', 'std']}, + 'B': {'rb': ['mean', 'std']}}) + tm.assert_frame_equal(result, expected, check_like=True) + + with catch_warnings(record=True): + result = r.agg({'A': {'ra': ['mean', 'std']}, + 'B': {'rb': ['mean', 'std']}}) + expected.columns = pd.MultiIndex.from_tuples([('A', 'ra', 'mean'), ( + 'A', 'ra', 'std'), ('B', 'rb', 'mean'), ('B', 'rb', 'std')]) + tm.assert_frame_equal(result, expected, check_like=True) + + def test_count_nonnumeric_types(self): + # GH12541 + cols = ['int', 'float', 'string', 'datetime', 'timedelta', 'periods', + 'fl_inf', 'fl_nan', 'str_nan', 'dt_nat', 'periods_nat'] + + df = DataFrame( + {'int': [1, 2, 3], + 'float': [4., 5., 6.], + 'string': list('abc'), + 'datetime': pd.date_range('20170101', periods=3), + 'timedelta': pd.timedelta_range('1 s', periods=3, freq='s'), + 'periods': [pd.Period('2012-01'), pd.Period('2012-02'), + pd.Period('2012-03')], + 'fl_inf': [1., 2., np.Inf], + 'fl_nan': [1., 2., np.NaN], + 'str_nan': ['aa', 'bb', np.NaN], + 'dt_nat': [Timestamp('20170101'), Timestamp('20170203'), + Timestamp(None)], + 'periods_nat': [pd.Period('2012-01'), pd.Period('2012-02'), + pd.Period(None)]}, + columns=cols) + + expected = DataFrame( + {'int': [1., 2., 2.], + 'float': [1., 2., 2.], + 'string': [1., 2., 2.], + 'datetime': [1., 2., 2.], + 'timedelta': [1., 2., 2.], + 'periods': [1., 2., 2.], + 'fl_inf': [1., 2., 2.], + 'fl_nan': [1., 2., 1.], + 'str_nan': [1., 2., 1.], + 'dt_nat': [1., 2., 1.], + 'periods_nat': [1., 2., 1.]}, + columns=cols) + + result = df.rolling(window=2).count() + tm.assert_frame_equal(result, expected) + + result = df.rolling(1).count() + expected = df.notna().astype(float) + tm.assert_frame_equal(result, expected) + + @td.skip_if_no_scipy + def test_window_with_args(self): + # make sure that we are aggregating window functions correctly with arg + r = Series(np.random.randn(100)).rolling(window=10, min_periods=1, + win_type='gaussian') + expected = concat([r.mean(std=10), r.mean(std=.01)], axis=1) + expected.columns = ['', ''] + result = r.aggregate([lambda x: x.mean(std=10), + lambda x: x.mean(std=.01)]) + tm.assert_frame_equal(result, expected) + + def a(x): + return x.mean(std=10) + + def b(x): + return x.mean(std=0.01) + + expected = concat([r.mean(std=10), r.mean(std=.01)], axis=1) + expected.columns = ['a', 'b'] + result = r.aggregate([a, b]) + tm.assert_frame_equal(result, expected) + + def test_preserve_metadata(self): + # GH 10565 + s = Series(np.arange(100), name='foo') + + s2 = s.rolling(30).sum() + s3 = s.rolling(20).sum() + assert s2.name == 'foo' + assert s3.name == 'foo' + + +class TestWindow(Base): + + def setup_method(self, method): + self._create_data() + + @td.skip_if_no_scipy + def test_constructor(self): + # GH 12669 + + for o in [self.series, self.frame]: + c = o.rolling + + # valid + c(win_type='boxcar', window=2, min_periods=1) + c(win_type='boxcar', window=2, min_periods=1, center=True) + c(win_type='boxcar', window=2, min_periods=1, center=False) + + for wt in ['boxcar', 'triang', 'blackman', 'hamming', 'bartlett', + 'bohman', 'blackmanharris', 'nuttall', 'barthann']: + c(win_type=wt, window=2) + + # not valid + for w in [2., 'foo', np.array([2])]: + with pytest.raises(ValueError): + c(win_type='boxcar', window=2, min_periods=w) + with pytest.raises(ValueError): + c(win_type='boxcar', window=2, min_periods=1, center=w) + + for wt in ['foobar', 1]: + with pytest.raises(ValueError): + c(win_type=wt, window=2) + + def test_numpy_compat(self): + # see gh-12811 + w = rwindow.Window(Series([2, 4, 6]), window=[0, 2]) + + msg = "numpy operations are not valid with window objects" + + for func in ('sum', 'mean'): + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(w, func), 1, 2, 3) + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(w, func), dtype=np.float64) + + +class TestRolling(Base): + + def setup_method(self, method): + self._create_data() + + def test_doc_string(self): + + df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) + df + df.rolling(2).sum() + df.rolling(2, min_periods=1).sum() + + def test_constructor(self): + # GH 12669 + + for o in [self.series, self.frame]: + c = o.rolling + + # valid + c(window=2) + c(window=2, min_periods=1) + c(window=2, min_periods=1, center=True) + c(window=2, min_periods=1, center=False) + + # GH 13383 + c(0) + with pytest.raises(ValueError): + c(-1) + + # not valid + for w in [2., 'foo', np.array([2])]: + with pytest.raises(ValueError): + c(window=w) + with pytest.raises(ValueError): + c(window=2, min_periods=w) + with pytest.raises(ValueError): + c(window=2, min_periods=1, center=w) + + @td.skip_if_no_scipy + def test_constructor_with_win_type(self): + # GH 13383 + for o in [self.series, self.frame]: + c = o.rolling + c(0, win_type='boxcar') + with pytest.raises(ValueError): + c(-1, win_type='boxcar') + + def test_constructor_with_timedelta_window(self): + # GH 15440 + n = 10 + df = DataFrame({'value': np.arange(n)}, + index=pd.date_range('2015-12-24', periods=n, freq="D")) + expected_data = np.append([0., 1.], np.arange(3., 27., 3)) + for window in [timedelta(days=3), pd.Timedelta(days=3)]: + result = df.rolling(window=window).sum() + expected = DataFrame({'value': expected_data}, + index=pd.date_range('2015-12-24', periods=n, + freq="D")) + tm.assert_frame_equal(result, expected) + expected = df.rolling('3D').sum() + tm.assert_frame_equal(result, expected) + + @pytest.mark.parametrize( + 'window', [timedelta(days=3), pd.Timedelta(days=3), '3D']) + def test_constructor_with_timedelta_window_and_minperiods(self, window): + # GH 15305 + n = 10 + df = DataFrame({'value': np.arange(n)}, + index=pd.date_range('2017-08-08', periods=n, freq="D")) + expected = DataFrame( + {'value': np.append([np.NaN, 1.], np.arange(3., 27., 3))}, + index=pd.date_range('2017-08-08', periods=n, freq="D")) + result_roll_sum = df.rolling(window=window, min_periods=2).sum() + result_roll_generic = df.rolling(window=window, + min_periods=2).apply(sum) + tm.assert_frame_equal(result_roll_sum, expected) + tm.assert_frame_equal(result_roll_generic, expected) + + def test_numpy_compat(self): + # see gh-12811 + r = rwindow.Rolling(Series([2, 4, 6]), window=2) + + msg = "numpy operations are not valid with window objects" + + for func in ('std', 'mean', 'sum', 'max', 'min', 'var'): + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(r, func), 1, 2, 3) + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(r, func), dtype=np.float64) + + def test_closed(self): + df = DataFrame({'A': [0, 1, 2, 3, 4]}) + # closed only allowed for datetimelike + with pytest.raises(ValueError): + df.rolling(window=3, closed='neither') + + @pytest.mark.parametrize('roller', ['1s', 1]) + def tests_empty_df_rolling(self, roller): + # GH 15819 Verifies that datetime and integer rolling windows can be + # applied to empty DataFrames + expected = DataFrame() + result = DataFrame().rolling(roller).sum() + tm.assert_frame_equal(result, expected) + + # Verifies that datetime and integer rolling windows can be applied to + # empty DataFrames with datetime index + expected = DataFrame(index=pd.DatetimeIndex([])) + result = DataFrame(index=pd.DatetimeIndex([])).rolling(roller).sum() + tm.assert_frame_equal(result, expected) + + def test_missing_minp_zero(self): + # https://github.com/pandas-dev/pandas/pull/18921 + # minp=0 + x = pd.Series([np.nan]) + result = x.rolling(1, min_periods=0).sum() + expected = pd.Series([0.0]) + tm.assert_series_equal(result, expected) + + # minp=1 + result = x.rolling(1, min_periods=1).sum() + expected = pd.Series([np.nan]) + tm.assert_series_equal(result, expected) + + def test_missing_minp_zero_variable(self): + # https://github.com/pandas-dev/pandas/pull/18921 + x = pd.Series([np.nan] * 4, + index=pd.DatetimeIndex(['2017-01-01', '2017-01-04', + '2017-01-06', '2017-01-07'])) + result = x.rolling(pd.Timedelta("2d"), min_periods=0).sum() + expected = pd.Series(0.0, index=x.index) + tm.assert_series_equal(result, expected) + + def test_multi_index_names(self): + + # GH 16789, 16825 + cols = pd.MultiIndex.from_product([['A', 'B'], ['C', 'D', 'E']], + names=['1', '2']) + df = DataFrame(np.ones((10, 6)), columns=cols) + result = df.rolling(3).cov() + + tm.assert_index_equal(result.columns, df.columns) + assert result.index.names == [None, '1', '2'] + + +class TestExpanding(Base): + + def setup_method(self, method): + self._create_data() + + def test_doc_string(self): + + df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) + df + df.expanding(2).sum() + + def test_constructor(self): + # GH 12669 + + for o in [self.series, self.frame]: + c = o.expanding + + # valid + c(min_periods=1) + c(min_periods=1, center=True) + c(min_periods=1, center=False) + + # not valid + for w in [2., 'foo', np.array([2])]: + with pytest.raises(ValueError): + c(min_periods=w) + with pytest.raises(ValueError): + c(min_periods=1, center=w) + + def test_numpy_compat(self): + # see gh-12811 + e = rwindow.Expanding(Series([2, 4, 6]), window=2) + + msg = "numpy operations are not valid with window objects" + + for func in ('std', 'mean', 'sum', 'max', 'min', 'var'): + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(e, func), 1, 2, 3) + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(e, func), dtype=np.float64) + + @pytest.mark.parametrize( + 'expander', + [1, pytest.param('ls', marks=pytest.mark.xfail( + reason='GH 16425 expanding with ' + 'offset not supported'))]) + def test_empty_df_expanding(self, expander): + # GH 15819 Verifies that datetime and integer expanding windows can be + # applied to empty DataFrames + + expected = DataFrame() + result = DataFrame().expanding(expander).sum() + tm.assert_frame_equal(result, expected) + + # Verifies that datetime and integer expanding windows can be applied + # to empty DataFrames with datetime index + expected = DataFrame(index=pd.DatetimeIndex([])) + result = DataFrame( + index=pd.DatetimeIndex([])).expanding(expander).sum() + tm.assert_frame_equal(result, expected) + + def test_missing_minp_zero(self): + # https://github.com/pandas-dev/pandas/pull/18921 + # minp=0 + x = pd.Series([np.nan]) + result = x.expanding(min_periods=0).sum() + expected = pd.Series([0.0]) + tm.assert_series_equal(result, expected) + + # minp=1 + result = x.expanding(min_periods=1).sum() + expected = pd.Series([np.nan]) + tm.assert_series_equal(result, expected) + + +class TestEWM(Base): + + def setup_method(self, method): + self._create_data() + + def test_doc_string(self): + + df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) + df + df.ewm(com=0.5).mean() + + def test_constructor(self): + for o in [self.series, self.frame]: + c = o.ewm + + # valid + c(com=0.5) + c(span=1.5) + c(alpha=0.5) + c(halflife=0.75) + c(com=0.5, span=None) + c(alpha=0.5, com=None) + c(halflife=0.75, alpha=None) + + # not valid: mutually exclusive + with pytest.raises(ValueError): + c(com=0.5, alpha=0.5) + with pytest.raises(ValueError): + c(span=1.5, halflife=0.75) + with pytest.raises(ValueError): + c(alpha=0.5, span=1.5) + + # not valid: com < 0 + with pytest.raises(ValueError): + c(com=-0.5) + + # not valid: span < 1 + with pytest.raises(ValueError): + c(span=0.5) + + # not valid: halflife <= 0 + with pytest.raises(ValueError): + c(halflife=0) + + # not valid: alpha <= 0 or alpha > 1 + for alpha in (-0.5, 1.5): + with pytest.raises(ValueError): + c(alpha=alpha) + + def test_numpy_compat(self): + # see gh-12811 + e = rwindow.EWM(Series([2, 4, 6]), alpha=0.5) + + msg = "numpy operations are not valid with window objects" + + for func in ('std', 'mean', 'var'): + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(e, func), 1, 2, 3) + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(e, func), dtype=np.float64) + + +# gh-12373 : rolling functions error on float32 data +# make sure rolling functions works for different dtypes +# +# NOTE that these are yielded tests and so _create_data +# is explicitly called. +# +# further note that we are only checking rolling for fully dtype +# compliance (though both expanding and ewm inherit) +class Dtype(object): + window = 2 + + funcs = { + 'count': lambda v: v.count(), + 'max': lambda v: v.max(), + 'min': lambda v: v.min(), + 'sum': lambda v: v.sum(), + 'mean': lambda v: v.mean(), + 'std': lambda v: v.std(), + 'var': lambda v: v.var(), + 'median': lambda v: v.median() + } + + def get_expects(self): + expects = { + 'sr1': { + 'count': Series([1, 2, 2, 2, 2], dtype='float64'), + 'max': Series([np.nan, 1, 2, 3, 4], dtype='float64'), + 'min': Series([np.nan, 0, 1, 2, 3], dtype='float64'), + 'sum': Series([np.nan, 1, 3, 5, 7], dtype='float64'), + 'mean': Series([np.nan, .5, 1.5, 2.5, 3.5], dtype='float64'), + 'std': Series([np.nan] + [np.sqrt(.5)] * 4, dtype='float64'), + 'var': Series([np.nan, .5, .5, .5, .5], dtype='float64'), + 'median': Series([np.nan, .5, 1.5, 2.5, 3.5], dtype='float64') + }, + 'sr2': { + 'count': Series([1, 2, 2, 2, 2], dtype='float64'), + 'max': Series([np.nan, 10, 8, 6, 4], dtype='float64'), + 'min': Series([np.nan, 8, 6, 4, 2], dtype='float64'), + 'sum': Series([np.nan, 18, 14, 10, 6], dtype='float64'), + 'mean': Series([np.nan, 9, 7, 5, 3], dtype='float64'), + 'std': Series([np.nan] + [np.sqrt(2)] * 4, dtype='float64'), + 'var': Series([np.nan, 2, 2, 2, 2], dtype='float64'), + 'median': Series([np.nan, 9, 7, 5, 3], dtype='float64') + }, + 'df': { + 'count': DataFrame({0: Series([1, 2, 2, 2, 2]), + 1: Series([1, 2, 2, 2, 2])}, + dtype='float64'), + 'max': DataFrame({0: Series([np.nan, 2, 4, 6, 8]), + 1: Series([np.nan, 3, 5, 7, 9])}, + dtype='float64'), + 'min': DataFrame({0: Series([np.nan, 0, 2, 4, 6]), + 1: Series([np.nan, 1, 3, 5, 7])}, + dtype='float64'), + 'sum': DataFrame({0: Series([np.nan, 2, 6, 10, 14]), + 1: Series([np.nan, 4, 8, 12, 16])}, + dtype='float64'), + 'mean': DataFrame({0: Series([np.nan, 1, 3, 5, 7]), + 1: Series([np.nan, 2, 4, 6, 8])}, + dtype='float64'), + 'std': DataFrame({0: Series([np.nan] + [np.sqrt(2)] * 4), + 1: Series([np.nan] + [np.sqrt(2)] * 4)}, + dtype='float64'), + 'var': DataFrame({0: Series([np.nan, 2, 2, 2, 2]), + 1: Series([np.nan, 2, 2, 2, 2])}, + dtype='float64'), + 'median': DataFrame({0: Series([np.nan, 1, 3, 5, 7]), + 1: Series([np.nan, 2, 4, 6, 8])}, + dtype='float64'), + } + } + return expects + + def _create_dtype_data(self, dtype): + sr1 = Series(np.arange(5), dtype=dtype) + sr2 = Series(np.arange(10, 0, -2), dtype=dtype) + df = DataFrame(np.arange(10).reshape((5, 2)), dtype=dtype) + + data = { + 'sr1': sr1, + 'sr2': sr2, + 'df': df + } + + return data + + def _create_data(self): + self.data = self._create_dtype_data(self.dtype) + self.expects = self.get_expects() + + def test_dtypes(self): + self._create_data() + for f_name, d_name in product(self.funcs.keys(), self.data.keys()): + + f = self.funcs[f_name] + d = self.data[d_name] + exp = self.expects[d_name][f_name] + self.check_dtypes(f, f_name, d, d_name, exp) + + def check_dtypes(self, f, f_name, d, d_name, exp): + roll = d.rolling(window=self.window) + result = f(roll) + tm.assert_almost_equal(result, exp) + + +class TestDtype_object(Dtype): + dtype = object + + +class Dtype_integer(Dtype): + pass + + +class TestDtype_int8(Dtype_integer): + dtype = np.int8 + + +class TestDtype_int16(Dtype_integer): + dtype = np.int16 + + +class TestDtype_int32(Dtype_integer): + dtype = np.int32 + + +class TestDtype_int64(Dtype_integer): + dtype = np.int64 + + +class Dtype_uinteger(Dtype): + pass + + +class TestDtype_uint8(Dtype_uinteger): + dtype = np.uint8 + + +class TestDtype_uint16(Dtype_uinteger): + dtype = np.uint16 + + +class TestDtype_uint32(Dtype_uinteger): + dtype = np.uint32 + + +class TestDtype_uint64(Dtype_uinteger): + dtype = np.uint64 + + +class Dtype_float(Dtype): + pass + + +class TestDtype_float16(Dtype_float): + dtype = np.float16 + + +class TestDtype_float32(Dtype_float): + dtype = np.float32 + + +class TestDtype_float64(Dtype_float): + dtype = np.float64 + + +class TestDtype_category(Dtype): + dtype = 'category' + include_df = False + + def _create_dtype_data(self, dtype): + sr1 = Series(range(5), dtype=dtype) + sr2 = Series(range(10, 0, -2), dtype=dtype) + + data = { + 'sr1': sr1, + 'sr2': sr2 + } + + return data + + +class DatetimeLike(Dtype): + + def check_dtypes(self, f, f_name, d, d_name, exp): + + roll = d.rolling(window=self.window) + + if f_name == 'count': + result = f(roll) + tm.assert_almost_equal(result, exp) + + else: + + # other methods not Implemented ATM + with pytest.raises(NotImplementedError): + f(roll) + + +class TestDtype_timedelta(DatetimeLike): + dtype = np.dtype('m8[ns]') + + +class TestDtype_datetime(DatetimeLike): + dtype = np.dtype('M8[ns]') + + +class TestDtype_datetime64UTC(DatetimeLike): + dtype = 'datetime64[ns, UTC]' + + def _create_data(self): + pytest.skip("direct creation of extension dtype " + "datetime64[ns, UTC] is not supported ATM") + + +class TestMoments(Base): + + def setup_method(self, method): + self._create_data() + + def test_centered_axis_validation(self): + + # ok + Series(np.ones(10)).rolling(window=3, center=True, axis=0).mean() + + # bad axis + with pytest.raises(ValueError): + Series(np.ones(10)).rolling(window=3, center=True, axis=1).mean() + + # ok ok + DataFrame(np.ones((10, 10))).rolling(window=3, center=True, + axis=0).mean() + DataFrame(np.ones((10, 10))).rolling(window=3, center=True, + axis=1).mean() + + # bad axis + with pytest.raises(ValueError): + (DataFrame(np.ones((10, 10))) + .rolling(window=3, center=True, axis=2).mean()) + + def test_rolling_sum(self): + self._check_moment_func(np.nansum, name='sum', + zero_min_periods_equal=False) + + def test_rolling_count(self): + counter = lambda x: np.isfinite(x).astype(float).sum() + self._check_moment_func(counter, name='count', has_min_periods=False, + fill_value=0) + + def test_rolling_mean(self): + self._check_moment_func(np.mean, name='mean') + + @td.skip_if_no_scipy + def test_cmov_mean(self): + # GH 8238 + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, + 10.63, 14.48]) + result = Series(vals).rolling(5, center=True).mean() + expected = Series([np.nan, np.nan, 9.962, 11.27, 11.564, 12.516, + 12.818, 12.952, np.nan, np.nan]) + tm.assert_series_equal(expected, result) + + @td.skip_if_no_scipy + def test_cmov_window(self): + # GH 8238 + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, + 10.63, 14.48]) + result = Series(vals).rolling(5, win_type='boxcar', center=True).mean() + expected = Series([np.nan, np.nan, 9.962, 11.27, 11.564, 12.516, + 12.818, 12.952, np.nan, np.nan]) + tm.assert_series_equal(expected, result) + + @td.skip_if_no_scipy + def test_cmov_window_corner(self): + # GH 8238 + # all nan + vals = pd.Series([np.nan] * 10) + result = vals.rolling(5, center=True, win_type='boxcar').mean() + assert np.isnan(result).all() + + # empty + vals = pd.Series([]) + result = vals.rolling(5, center=True, win_type='boxcar').mean() + assert len(result) == 0 + + # shorter than window + vals = pd.Series(np.random.randn(5)) + result = vals.rolling(10, win_type='boxcar').mean() + assert np.isnan(result).all() + assert len(result) == 5 + + @td.skip_if_no_scipy + def test_cmov_window_frame(self): + # Gh 8238 + vals = np.array([[12.18, 3.64], [10.18, 9.16], [13.24, 14.61], + [4.51, 8.11], [6.15, 11.44], [9.14, 6.21], + [11.31, 10.67], [2.94, 6.51], [9.42, 8.39], [12.44, + 7.34]]) + + xp = np.array([[np.nan, np.nan], [np.nan, np.nan], [9.252, 9.392], + [8.644, 9.906], [8.87, 10.208], [6.81, 8.588], + [7.792, 8.644], [9.05, 7.824], [np.nan, np.nan + ], [np.nan, np.nan]]) + + # DataFrame + rs = DataFrame(vals).rolling(5, win_type='boxcar', center=True).mean() + tm.assert_frame_equal(DataFrame(xp), rs) + + # invalid method + with pytest.raises(AttributeError): + (DataFrame(vals).rolling(5, win_type='boxcar', center=True) + .std()) + + # sum + xp = np.array([[np.nan, np.nan], [np.nan, np.nan], [46.26, 46.96], + [43.22, 49.53], [44.35, 51.04], [34.05, 42.94], + [38.96, 43.22], [45.25, 39.12], [np.nan, np.nan + ], [np.nan, np.nan]]) + + rs = DataFrame(vals).rolling(5, win_type='boxcar', center=True).sum() + tm.assert_frame_equal(DataFrame(xp), rs) + + @td.skip_if_no_scipy + def test_cmov_window_na_min_periods(self): + # min_periods + vals = Series(np.random.randn(10)) + vals[4] = np.nan + vals[8] = np.nan + + xp = vals.rolling(5, min_periods=4, center=True).mean() + rs = vals.rolling(5, win_type='boxcar', min_periods=4, + center=True).mean() + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_regular(self): + # GH 8238 + win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', + 'blackmanharris', 'nuttall', 'barthann'] + + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, + 10.63, 14.48]) + xps = { + 'hamming': [np.nan, np.nan, 8.71384, 9.56348, 12.38009, 14.03687, + 13.8567, 11.81473, np.nan, np.nan], + 'triang': [np.nan, np.nan, 9.28667, 10.34667, 12.00556, 13.33889, + 13.38, 12.33667, np.nan, np.nan], + 'barthann': [np.nan, np.nan, 8.4425, 9.1925, 12.5575, 14.3675, + 14.0825, 11.5675, np.nan, np.nan], + 'bohman': [np.nan, np.nan, 7.61599, 9.1764, 12.83559, 14.17267, + 14.65923, 11.10401, np.nan, np.nan], + 'blackmanharris': [np.nan, np.nan, 6.97691, 9.16438, 13.05052, + 14.02156, 15.10512, 10.74574, np.nan, np.nan], + 'nuttall': [np.nan, np.nan, 7.04618, 9.16786, 13.02671, 14.03559, + 15.05657, 10.78514, np.nan, np.nan], + 'blackman': [np.nan, np.nan, 7.73345, 9.17869, 12.79607, 14.20036, + 14.57726, 11.16988, np.nan, np.nan], + 'bartlett': [np.nan, np.nan, 8.4425, 9.1925, 12.5575, 14.3675, + 14.0825, 11.5675, np.nan, np.nan] + } + + for wt in win_types: + xp = Series(xps[wt]) + rs = Series(vals).rolling(5, win_type=wt, center=True).mean() + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_regular_linear_range(self): + # GH 8238 + win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', + 'blackmanharris', 'nuttall', 'barthann'] + + vals = np.array(range(10), dtype=np.float) + xp = vals.copy() + xp[:2] = np.nan + xp[-2:] = np.nan + xp = Series(xp) + + for wt in win_types: + rs = Series(vals).rolling(5, win_type=wt, center=True).mean() + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_regular_missing_data(self): + # GH 8238 + win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', + 'blackmanharris', 'nuttall', 'barthann'] + + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, np.nan, + 10.63, 14.48]) + xps = { + 'bartlett': [np.nan, np.nan, 9.70333, 10.5225, 8.4425, 9.1925, + 12.5575, 14.3675, 15.61667, 13.655], + 'blackman': [np.nan, np.nan, 9.04582, 11.41536, 7.73345, 9.17869, + 12.79607, 14.20036, 15.8706, 13.655], + 'barthann': [np.nan, np.nan, 9.70333, 10.5225, 8.4425, 9.1925, + 12.5575, 14.3675, 15.61667, 13.655], + 'bohman': [np.nan, np.nan, 8.9444, 11.56327, 7.61599, 9.1764, + 12.83559, 14.17267, 15.90976, 13.655], + 'hamming': [np.nan, np.nan, 9.59321, 10.29694, 8.71384, 9.56348, + 12.38009, 14.20565, 15.24694, 13.69758], + 'nuttall': [np.nan, np.nan, 8.47693, 12.2821, 7.04618, 9.16786, + 13.02671, 14.03673, 16.08759, 13.65553], + 'triang': [np.nan, np.nan, 9.33167, 9.76125, 9.28667, 10.34667, + 12.00556, 13.82125, 14.49429, 13.765], + 'blackmanharris': [np.nan, np.nan, 8.42526, 12.36824, 6.97691, + 9.16438, 13.05052, 14.02175, 16.1098, 13.65509] + } + + for wt in win_types: + xp = Series(xps[wt]) + rs = Series(vals).rolling(5, win_type=wt, min_periods=3).mean() + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_special(self): + # GH 8238 + win_types = ['kaiser', 'gaussian', 'general_gaussian', 'slepian'] + kwds = [{'beta': 1.}, {'std': 1.}, {'power': 2., + 'width': 2.}, {'width': 0.5}] + + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, + 10.63, 14.48]) + + xps = { + 'gaussian': [np.nan, np.nan, 8.97297, 9.76077, 12.24763, 13.89053, + 13.65671, 12.01002, np.nan, np.nan], + 'general_gaussian': [np.nan, np.nan, 9.85011, 10.71589, 11.73161, + 13.08516, 12.95111, 12.74577, np.nan, np.nan], + 'slepian': [np.nan, np.nan, 9.81073, 10.89359, 11.70284, 12.88331, + 12.96079, 12.77008, np.nan, np.nan], + 'kaiser': [np.nan, np.nan, 9.86851, 11.02969, 11.65161, 12.75129, + 12.90702, 12.83757, np.nan, np.nan] + } + + for wt, k in zip(win_types, kwds): + xp = Series(xps[wt]) + rs = Series(vals).rolling(5, win_type=wt, center=True).mean(**k) + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_special_linear_range(self): + # GH 8238 + win_types = ['kaiser', 'gaussian', 'general_gaussian', 'slepian'] + kwds = [{'beta': 1.}, {'std': 1.}, {'power': 2., + 'width': 2.}, {'width': 0.5}] + + vals = np.array(range(10), dtype=np.float) + xp = vals.copy() + xp[:2] = np.nan + xp[-2:] = np.nan + xp = Series(xp) + + for wt, k in zip(win_types, kwds): + rs = Series(vals).rolling(5, win_type=wt, center=True).mean(**k) + tm.assert_series_equal(xp, rs) + + def test_rolling_median(self): + self._check_moment_func(np.median, name='median') + + def test_rolling_min(self): + self._check_moment_func(np.min, name='min') + + a = pd.Series([1, 2, 3, 4, 5]) + result = a.rolling(window=100, min_periods=1).min() + expected = pd.Series(np.ones(len(a))) + tm.assert_series_equal(result, expected) + + with pytest.raises(ValueError): + pd.Series([1, 2, 3]).rolling(window=3, min_periods=5).min() + + def test_rolling_max(self): + self._check_moment_func(np.max, name='max') + + a = pd.Series([1, 2, 3, 4, 5], dtype=np.float64) + b = a.rolling(window=100, min_periods=1).max() + tm.assert_almost_equal(a, b) + + with pytest.raises(ValueError): + pd.Series([1, 2, 3]).rolling(window=3, min_periods=5).max() + + @pytest.mark.parametrize('q', [0.0, .1, .5, .9, 1.0]) + def test_rolling_quantile(self, q): + + def scoreatpercentile(a, per): + values = np.sort(a, axis=0) + + idx = int(per / 1. * (values.shape[0] - 1)) + + if idx == values.shape[0] - 1: + retval = values[-1] + + else: + qlow = float(idx) / float(values.shape[0] - 1) + qhig = float(idx + 1) / float(values.shape[0] - 1) + vlow = values[idx] + vhig = values[idx + 1] + retval = vlow + (vhig - vlow) * (per - qlow) / (qhig - qlow) + + return retval + + def quantile_func(x): + return scoreatpercentile(x, q) + + self._check_moment_func(quantile_func, name='quantile', + quantile=q) + + def test_rolling_quantile_np_percentile(self): + # #9413: Tests that rolling window's quantile default behavior + # is analogus to Numpy's percentile + row = 10 + col = 5 + idx = pd.date_range('20100101', periods=row, freq='B') + df = DataFrame(np.random.rand(row * col).reshape((row, -1)), index=idx) + + df_quantile = df.quantile([0.25, 0.5, 0.75], axis=0) + np_percentile = np.percentile(df, [25, 50, 75], axis=0) + + tm.assert_almost_equal(df_quantile.values, np.array(np_percentile)) + + def test_rolling_quantile_series(self): + # #16211: Tests that rolling window's quantile default behavior + # is analogus to Series' quantile + arr = np.arange(100) + s = Series(arr) + q1 = s.quantile(0.1) + q2 = s.rolling(100).quantile(0.1).iloc[-1] + + tm.assert_almost_equal(q1, q2) + + def test_rolling_quantile_param(self): + ser = Series([0.0, .1, .5, .9, 1.0]) + + with pytest.raises(ValueError): + ser.rolling(3).quantile(-0.1) + + with pytest.raises(ValueError): + ser.rolling(3).quantile(10.0) + + with pytest.raises(TypeError): + ser.rolling(3).quantile('foo') + + def test_rolling_apply(self): + # suppress warnings about empty slices, as we are deliberately testing + # with a 0-length Series + with warnings.catch_warnings(): + warnings.filterwarnings("ignore", + message=".*(empty slice|0 for slice).*", + category=RuntimeWarning) + + ser = Series([]) + tm.assert_series_equal(ser, + ser.rolling(10).apply(lambda x: x.mean())) + + def f(x): + return x[np.isfinite(x)].mean() + + self._check_moment_func(np.mean, name='apply', func=f) + + # GH 8080 + s = Series([None, None, None]) + result = s.rolling(2, min_periods=0).apply(lambda x: len(x)) + expected = Series([1., 2., 2.]) + tm.assert_series_equal(result, expected) + + result = s.rolling(2, min_periods=0).apply(len) + tm.assert_series_equal(result, expected) + + def test_rolling_apply_out_of_bounds(self): + # #1850 + vals = pd.Series([1, 2, 3, 4]) + + result = vals.rolling(10).apply(np.sum) + assert result.isna().all() + + result = vals.rolling(10, min_periods=1).apply(np.sum) + expected = pd.Series([1, 3, 6, 10], dtype=float) + tm.assert_almost_equal(result, expected) + + def test_rolling_std(self): + self._check_moment_func(lambda x: np.std(x, ddof=1), + name='std') + self._check_moment_func(lambda x: np.std(x, ddof=0), + name='std', ddof=0) + + def test_rolling_std_1obs(self): + vals = pd.Series([1., 2., 3., 4., 5.]) + + result = vals.rolling(1, min_periods=1).std() + expected = pd.Series([np.nan] * 5) + tm.assert_series_equal(result, expected) + + result = vals.rolling(1, min_periods=1).std(ddof=0) + expected = pd.Series([0.] * 5) + tm.assert_series_equal(result, expected) + + result = (pd.Series([np.nan, np.nan, 3, 4, 5]) + .rolling(3, min_periods=2).std()) + assert np.isnan(result[2]) + + def test_rolling_std_neg_sqrt(self): + # unit test from Bottleneck + + # Test move_nanstd for neg sqrt. + + a = pd.Series([0.0011448196318903589, 0.00028718669878572767, + 0.00028718669878572767, 0.00028718669878572767, + 0.00028718669878572767]) + b = a.rolling(window=3).std() + assert np.isfinite(b[2:]).all() + + b = a.ewm(span=3).std() + assert np.isfinite(b[2:]).all() + + def test_rolling_var(self): + self._check_moment_func(lambda x: np.var(x, ddof=1), + name='var') + self._check_moment_func(lambda x: np.var(x, ddof=0), + name='var', ddof=0) + + @td.skip_if_no_scipy + def test_rolling_skew(self): + from scipy.stats import skew + self._check_moment_func(lambda x: skew(x, bias=False), name='skew') + + @td.skip_if_no_scipy + def test_rolling_kurt(self): + from scipy.stats import kurtosis + self._check_moment_func(lambda x: kurtosis(x, bias=False), + name='kurt') + + def _check_moment_func(self, static_comp, name, has_min_periods=True, + has_center=True, has_time_rule=True, + fill_value=None, zero_min_periods_equal=True, + **kwargs): + + def get_result(obj, window, min_periods=None, center=False): + r = obj.rolling(window=window, min_periods=min_periods, + center=center) + return getattr(r, name)(**kwargs) + + series_result = get_result(self.series, window=50) + assert isinstance(series_result, Series) + tm.assert_almost_equal(series_result.iloc[-1], + static_comp(self.series[-50:])) + + frame_result = get_result(self.frame, window=50) + assert isinstance(frame_result, DataFrame) + tm.assert_series_equal(frame_result.iloc[-1, :], + self.frame.iloc[-50:, :].apply(static_comp, + axis=0), + check_names=False) + + # check time_rule works + if has_time_rule: + win = 25 + minp = 10 + series = self.series[::2].resample('B').mean() + frame = self.frame[::2].resample('B').mean() + + if has_min_periods: + series_result = get_result(series, window=win, + min_periods=minp) + frame_result = get_result(frame, window=win, + min_periods=minp) + else: + series_result = get_result(series, window=win) + frame_result = get_result(frame, window=win) + + last_date = series_result.index[-1] + prev_date = last_date - 24 * offsets.BDay() + + trunc_series = self.series[::2].truncate(prev_date, last_date) + trunc_frame = self.frame[::2].truncate(prev_date, last_date) + + tm.assert_almost_equal(series_result[-1], + static_comp(trunc_series)) + + tm.assert_series_equal(frame_result.xs(last_date), + trunc_frame.apply(static_comp), + check_names=False) + + # excluding NaNs correctly + obj = Series(randn(50)) + obj[:10] = np.NaN + obj[-10:] = np.NaN + if has_min_periods: + result = get_result(obj, 50, min_periods=30) + tm.assert_almost_equal(result.iloc[-1], static_comp(obj[10:-10])) + + # min_periods is working correctly + result = get_result(obj, 20, min_periods=15) + assert isna(result.iloc[23]) + assert not isna(result.iloc[24]) + + assert not isna(result.iloc[-6]) + assert isna(result.iloc[-5]) + + obj2 = Series(randn(20)) + result = get_result(obj2, 10, min_periods=5) + assert isna(result.iloc[3]) + assert notna(result.iloc[4]) + + if zero_min_periods_equal: + # min_periods=0 may be equivalent to min_periods=1 + result0 = get_result(obj, 20, min_periods=0) + result1 = get_result(obj, 20, min_periods=1) + tm.assert_almost_equal(result0, result1) + else: + result = get_result(obj, 50) + tm.assert_almost_equal(result.iloc[-1], static_comp(obj[10:-10])) + + # window larger than series length (#7297) + if has_min_periods: + for minp in (0, len(self.series) - 1, len(self.series)): + result = get_result(self.series, len(self.series) + 1, + min_periods=minp) + expected = get_result(self.series, len(self.series), + min_periods=minp) + nan_mask = isna(result) + tm.assert_series_equal(nan_mask, isna(expected)) + + nan_mask = ~nan_mask + tm.assert_almost_equal(result[nan_mask], + expected[nan_mask]) + else: + result = get_result(self.series, len(self.series) + 1) + expected = get_result(self.series, len(self.series)) + nan_mask = isna(result) + tm.assert_series_equal(nan_mask, isna(expected)) + + nan_mask = ~nan_mask + tm.assert_almost_equal(result[nan_mask], expected[nan_mask]) + + # check center=True + if has_center: + if has_min_periods: + result = get_result(obj, 20, min_periods=15, center=True) + expected = get_result( + pd.concat([obj, Series([np.NaN] * 9)]), 20, + min_periods=15)[9:].reset_index(drop=True) + else: + result = get_result(obj, 20, center=True) + expected = get_result( + pd.concat([obj, Series([np.NaN] * 9)]), + 20)[9:].reset_index(drop=True) + + tm.assert_series_equal(result, expected) + + # shifter index + s = ['x%d' % x for x in range(12)] + + if has_min_periods: + minp = 10 + + series_xp = get_result( + self.series.reindex(list(self.series.index) + s), + window=25, + min_periods=minp).shift(-12).reindex(self.series.index) + frame_xp = get_result( + self.frame.reindex(list(self.frame.index) + s), + window=25, + min_periods=minp).shift(-12).reindex(self.frame.index) + + series_rs = get_result(self.series, window=25, + min_periods=minp, center=True) + frame_rs = get_result(self.frame, window=25, min_periods=minp, + center=True) + + else: + series_xp = get_result( + self.series.reindex(list(self.series.index) + s), + window=25).shift(-12).reindex(self.series.index) + frame_xp = get_result( + self.frame.reindex(list(self.frame.index) + s), + window=25).shift(-12).reindex(self.frame.index) + + series_rs = get_result(self.series, window=25, center=True) + frame_rs = get_result(self.frame, window=25, center=True) + + if fill_value is not None: + series_xp = series_xp.fillna(fill_value) + frame_xp = frame_xp.fillna(fill_value) + tm.assert_series_equal(series_xp, series_rs) + tm.assert_frame_equal(frame_xp, frame_rs) + + def test_ewma(self): + self._check_ew(name='mean') + + vals = pd.Series(np.zeros(1000)) + vals[5] = 1 + result = vals.ewm(span=100, adjust=False).mean().sum() + assert np.abs(result - 1) < 1e-2 + + s = Series([1.0, 2.0, 4.0, 8.0]) + + expected = Series([1.0, 1.6, 2.736842, 4.923077]) + for f in [lambda s: s.ewm(com=2.0, adjust=True).mean(), + lambda s: s.ewm(com=2.0, adjust=True, + ignore_na=False).mean(), + lambda s: s.ewm(com=2.0, adjust=True, ignore_na=True).mean(), + ]: + result = f(s) + tm.assert_series_equal(result, expected) + + expected = Series([1.0, 1.333333, 2.222222, 4.148148]) + for f in [lambda s: s.ewm(com=2.0, adjust=False).mean(), + lambda s: s.ewm(com=2.0, adjust=False, + ignore_na=False).mean(), + lambda s: s.ewm(com=2.0, adjust=False, + ignore_na=True).mean(), + ]: + result = f(s) + tm.assert_series_equal(result, expected) + + def test_ewma_nan_handling(self): + s = Series([1.] + [np.nan] * 5 + [1.]) + result = s.ewm(com=5).mean() + tm.assert_series_equal(result, Series([1.] * len(s))) + + s = Series([np.nan] * 2 + [1.] + [np.nan] * 2 + [1.]) + result = s.ewm(com=5).mean() + tm.assert_series_equal(result, Series([np.nan] * 2 + [1.] * 4)) + + # GH 7603 + s0 = Series([np.nan, 1., 101.]) + s1 = Series([1., np.nan, 101.]) + s2 = Series([np.nan, 1., np.nan, np.nan, 101., np.nan]) + s3 = Series([1., np.nan, 101., 50.]) + com = 2. + alpha = 1. / (1. + com) + + def simple_wma(s, w): + return (s.multiply(w).cumsum() / w.cumsum()).fillna(method='ffill') + + for (s, adjust, ignore_na, w) in [ + (s0, True, False, [np.nan, (1. - alpha), 1.]), + (s0, True, True, [np.nan, (1. - alpha), 1.]), + (s0, False, False, [np.nan, (1. - alpha), alpha]), + (s0, False, True, [np.nan, (1. - alpha), alpha]), + (s1, True, False, [(1. - alpha) ** 2, np.nan, 1.]), + (s1, True, True, [(1. - alpha), np.nan, 1.]), + (s1, False, False, [(1. - alpha) ** 2, np.nan, alpha]), + (s1, False, True, [(1. - alpha), np.nan, alpha]), + (s2, True, False, [np.nan, (1. - alpha) ** + 3, np.nan, np.nan, 1., np.nan]), + (s2, True, True, [np.nan, (1. - alpha), + np.nan, np.nan, 1., np.nan]), + (s2, False, False, [np.nan, (1. - alpha) ** + 3, np.nan, np.nan, alpha, np.nan]), + (s2, False, True, [np.nan, (1. - alpha), + np.nan, np.nan, alpha, np.nan]), + (s3, True, False, [(1. - alpha) ** + 3, np.nan, (1. - alpha), 1.]), + (s3, True, True, [(1. - alpha) ** + 2, np.nan, (1. - alpha), 1.]), + (s3, False, False, [(1. - alpha) ** 3, np.nan, + (1. - alpha) * alpha, + alpha * ((1. - alpha) ** 2 + alpha)]), + (s3, False, True, [(1. - alpha) ** 2, + np.nan, (1. - alpha) * alpha, alpha])]: + expected = simple_wma(s, Series(w)) + result = s.ewm(com=com, adjust=adjust, ignore_na=ignore_na).mean() + + tm.assert_series_equal(result, expected) + if ignore_na is False: + # check that ignore_na defaults to False + result = s.ewm(com=com, adjust=adjust).mean() + tm.assert_series_equal(result, expected) + + def test_ewmvar(self): + self._check_ew(name='var') + + def test_ewmvol(self): + self._check_ew(name='vol') + + def test_ewma_span_com_args(self): + A = self.series.ewm(com=9.5).mean() + B = self.series.ewm(span=20).mean() + tm.assert_almost_equal(A, B) + + with pytest.raises(ValueError): + self.series.ewm(com=9.5, span=20) + with pytest.raises(ValueError): + self.series.ewm().mean() + + def test_ewma_halflife_arg(self): + A = self.series.ewm(com=13.932726172912965).mean() + B = self.series.ewm(halflife=10.0).mean() + tm.assert_almost_equal(A, B) + + with pytest.raises(ValueError): + self.series.ewm(span=20, halflife=50) + with pytest.raises(ValueError): + self.series.ewm(com=9.5, halflife=50) + with pytest.raises(ValueError): + self.series.ewm(com=9.5, span=20, halflife=50) + with pytest.raises(ValueError): + self.series.ewm() + + def test_ewm_alpha(self): + # GH 10789 + s = Series(self.arr) + a = s.ewm(alpha=0.61722699889169674).mean() + b = s.ewm(com=0.62014947789973052).mean() + c = s.ewm(span=2.240298955799461).mean() + d = s.ewm(halflife=0.721792864318).mean() + tm.assert_series_equal(a, b) + tm.assert_series_equal(a, c) + tm.assert_series_equal(a, d) + + def test_ewm_alpha_arg(self): + # GH 10789 + s = self.series + with pytest.raises(ValueError): + s.ewm() + with pytest.raises(ValueError): + s.ewm(com=10.0, alpha=0.5) + with pytest.raises(ValueError): + s.ewm(span=10.0, alpha=0.5) + with pytest.raises(ValueError): + s.ewm(halflife=10.0, alpha=0.5) + + def test_ewm_domain_checks(self): + # GH 12492 + s = Series(self.arr) + # com must satisfy: com >= 0 + pytest.raises(ValueError, s.ewm, com=-0.1) + s.ewm(com=0.0) + s.ewm(com=0.1) + # span must satisfy: span >= 1 + pytest.raises(ValueError, s.ewm, span=-0.1) + pytest.raises(ValueError, s.ewm, span=0.0) + pytest.raises(ValueError, s.ewm, span=0.9) + s.ewm(span=1.0) + s.ewm(span=1.1) + # halflife must satisfy: halflife > 0 + pytest.raises(ValueError, s.ewm, halflife=-0.1) + pytest.raises(ValueError, s.ewm, halflife=0.0) + s.ewm(halflife=0.1) + # alpha must satisfy: 0 < alpha <= 1 + pytest.raises(ValueError, s.ewm, alpha=-0.1) + pytest.raises(ValueError, s.ewm, alpha=0.0) + s.ewm(alpha=0.1) + s.ewm(alpha=1.0) + pytest.raises(ValueError, s.ewm, alpha=1.1) + + def test_ew_empty_series(self): + vals = pd.Series([], dtype=np.float64) + + ewm = vals.ewm(3) + funcs = ['mean', 'vol', 'var'] + for f in funcs: + result = getattr(ewm, f)() + tm.assert_almost_equal(result, vals) + + def _check_ew(self, name=None, preserve_nan=False): + series_result = getattr(self.series.ewm(com=10), name)() + assert isinstance(series_result, Series) + + frame_result = getattr(self.frame.ewm(com=10), name)() + assert type(frame_result) == DataFrame + + result = getattr(self.series.ewm(com=10), name)() + if preserve_nan: + assert result[self._nan_locs].isna().all() + + # excluding NaNs correctly + arr = randn(50) + arr[:10] = np.NaN + arr[-10:] = np.NaN + s = Series(arr) + + # check min_periods + # GH 7898 + result = getattr(s.ewm(com=50, min_periods=2), name)() + assert result[:11].isna().all() + assert not result[11:].isna().any() + + for min_periods in (0, 1): + result = getattr(s.ewm(com=50, min_periods=min_periods), name)() + if name == 'mean': + assert result[:10].isna().all() + assert not result[10:].isna().any() + else: + # ewm.std, ewm.vol, ewm.var (with bias=False) require at least + # two values + assert result[:11].isna().all() + assert not result[11:].isna().any() + + # check series of length 0 + result = getattr(Series().ewm(com=50, min_periods=min_periods), + name)() + tm.assert_series_equal(result, Series()) + + # check series of length 1 + result = getattr(Series([1.]).ewm(50, min_periods=min_periods), + name)() + if name == 'mean': + tm.assert_series_equal(result, Series([1.])) + else: + # ewm.std, ewm.vol, ewm.var with bias=False require at least + # two values + tm.assert_series_equal(result, Series([np.NaN])) + + # pass in ints + result2 = getattr(Series(np.arange(50)).ewm(span=10), name)() + assert result2.dtype == np.float_ + + +class TestPairwise(object): + + # GH 7738 + df1s = [DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[0, 1]), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[1, 0]), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[1, 1]), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], + columns=['C', 'C']), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[1., 0]), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[0., 1]), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=['C', 1]), + DataFrame([[2., 4.], [1., 2.], [5., 2.], [8., 1.]], + columns=[1, 0.]), + DataFrame([[2, 4.], [1, 2.], [5, 2.], [8, 1.]], + columns=[0, 1.]), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1.]], + columns=[1., 'X']), ] + df2 = DataFrame([[None, 1, 1], [None, 1, 2], + [None, 3, 2], [None, 8, 1]], columns=['Y', 'Z', 'X']) + s = Series([1, 1, 3, 8]) + + def compare(self, result, expected): + + # since we have sorted the results + # we can only compare non-nans + result = result.dropna().values + expected = expected.dropna().values + + tm.assert_numpy_array_equal(result, expected, check_dtype=False) + + @pytest.mark.parametrize('f', [lambda x: x.cov(), lambda x: x.corr()]) + def test_no_flex(self, f): + + # DataFrame methods (which do not call _flex_binary_moment()) + + results = [f(df) for df in self.df1s] + for (df, result) in zip(self.df1s, results): + tm.assert_index_equal(result.index, df.columns) + tm.assert_index_equal(result.columns, df.columns) + for i, result in enumerate(results): + if i > 0: + self.compare(result, results[0]) + + @pytest.mark.parametrize( + 'f', [lambda x: x.expanding().cov(pairwise=True), + lambda x: x.expanding().corr(pairwise=True), + lambda x: x.rolling(window=3).cov(pairwise=True), + lambda x: x.rolling(window=3).corr(pairwise=True), + lambda x: x.ewm(com=3).cov(pairwise=True), + lambda x: x.ewm(com=3).corr(pairwise=True)]) + def test_pairwise_with_self(self, f): + + # DataFrame with itself, pairwise=True + # note that we may construct the 1st level of the MI + # in a non-motononic way, so compare accordingly + results = [] + for i, df in enumerate(self.df1s): + result = f(df) + tm.assert_index_equal(result.index.levels[0], + df.index, + check_names=False) + tm.assert_numpy_array_equal(safe_sort(result.index.levels[1]), + safe_sort(df.columns.unique())) + tm.assert_index_equal(result.columns, df.columns) + results.append(df) + + for i, result in enumerate(results): + if i > 0: + self.compare(result, results[0]) + + @pytest.mark.parametrize( + 'f', [lambda x: x.expanding().cov(pairwise=False), + lambda x: x.expanding().corr(pairwise=False), + lambda x: x.rolling(window=3).cov(pairwise=False), + lambda x: x.rolling(window=3).corr(pairwise=False), + lambda x: x.ewm(com=3).cov(pairwise=False), + lambda x: x.ewm(com=3).corr(pairwise=False), ]) + def test_no_pairwise_with_self(self, f): + + # DataFrame with itself, pairwise=False + results = [f(df) for df in self.df1s] + for (df, result) in zip(self.df1s, results): + tm.assert_index_equal(result.index, df.index) + tm.assert_index_equal(result.columns, df.columns) + for i, result in enumerate(results): + if i > 0: + self.compare(result, results[0]) + + @pytest.mark.parametrize( + 'f', [lambda x, y: x.expanding().cov(y, pairwise=True), + lambda x, y: x.expanding().corr(y, pairwise=True), + lambda x, y: x.rolling(window=3).cov(y, pairwise=True), + lambda x, y: x.rolling(window=3).corr(y, pairwise=True), + lambda x, y: x.ewm(com=3).cov(y, pairwise=True), + lambda x, y: x.ewm(com=3).corr(y, pairwise=True), ]) + def test_pairwise_with_other(self, f): + + # DataFrame with another DataFrame, pairwise=True + results = [f(df, self.df2) for df in self.df1s] + for (df, result) in zip(self.df1s, results): + tm.assert_index_equal(result.index.levels[0], + df.index, + check_names=False) + tm.assert_numpy_array_equal(safe_sort(result.index.levels[1]), + safe_sort(self.df2.columns.unique())) + for i, result in enumerate(results): + if i > 0: + self.compare(result, results[0]) + + @pytest.mark.parametrize( + 'f', [lambda x, y: x.expanding().cov(y, pairwise=False), + lambda x, y: x.expanding().corr(y, pairwise=False), + lambda x, y: x.rolling(window=3).cov(y, pairwise=False), + lambda x, y: x.rolling(window=3).corr(y, pairwise=False), + lambda x, y: x.ewm(com=3).cov(y, pairwise=False), + lambda x, y: x.ewm(com=3).corr(y, pairwise=False), ]) + def test_no_pairwise_with_other(self, f): + + # DataFrame with another DataFrame, pairwise=False + results = [f(df, self.df2) if df.columns.is_unique else None + for df in self.df1s] + for (df, result) in zip(self.df1s, results): + if result is not None: + with catch_warnings(record=True): + # we can have int and str columns + expected_index = df.index.union(self.df2.index) + expected_columns = df.columns.union(self.df2.columns) + tm.assert_index_equal(result.index, expected_index) + tm.assert_index_equal(result.columns, expected_columns) + else: + tm.assert_raises_regex( + ValueError, "'arg1' columns are not unique", f, df, + self.df2) + tm.assert_raises_regex( + ValueError, "'arg2' columns are not unique", f, + self.df2, df) + + @pytest.mark.parametrize( + 'f', [lambda x, y: x.expanding().cov(y), + lambda x, y: x.expanding().corr(y), + lambda x, y: x.rolling(window=3).cov(y), + lambda x, y: x.rolling(window=3).corr(y), + lambda x, y: x.ewm(com=3).cov(y), + lambda x, y: x.ewm(com=3).corr(y), ]) + def test_pairwise_with_series(self, f): + + # DataFrame with a Series + results = ([f(df, self.s) for df in self.df1s] + + [f(self.s, df) for df in self.df1s]) + for (df, result) in zip(self.df1s, results): + tm.assert_index_equal(result.index, df.index) + tm.assert_index_equal(result.columns, df.columns) + for i, result in enumerate(results): + if i > 0: + self.compare(result, results[0]) + + +# create the data only once as we are not setting it +def _create_consistency_data(): + def create_series(): + return [Series(), + Series([np.nan]), + Series([np.nan, np.nan]), + Series([3.]), + Series([np.nan, 3.]), + Series([3., np.nan]), + Series([1., 3.]), + Series([2., 2.]), + Series([3., 1.]), + Series([5., 5., 5., 5., np.nan, np.nan, np.nan, 5., 5., np.nan, + np.nan]), + Series([np.nan, 5., 5., 5., np.nan, np.nan, np.nan, 5., 5., + np.nan, np.nan]), + Series([np.nan, np.nan, 5., 5., np.nan, np.nan, np.nan, 5., 5., + np.nan, np.nan]), + Series([np.nan, 3., np.nan, 3., 4., 5., 6., np.nan, np.nan, 7., + 12., 13., 14., 15.]), + Series([np.nan, 5., np.nan, 2., 4., 0., 9., np.nan, np.nan, 3., + 12., 13., 14., 15.]), + Series([2., 3., np.nan, 3., 4., 5., 6., np.nan, np.nan, 7., + 12., 13., 14., 15.]), + Series([2., 5., np.nan, 2., 4., 0., 9., np.nan, np.nan, 3., + 12., 13., 14., 15.]), + Series(range(10)), + Series(range(20, 0, -2)), ] + + def create_dataframes(): + return ([DataFrame(), + DataFrame(columns=['a']), + DataFrame(columns=['a', 'a']), + DataFrame(columns=['a', 'b']), + DataFrame(np.arange(10).reshape((5, 2))), + DataFrame(np.arange(25).reshape((5, 5))), + DataFrame(np.arange(25).reshape((5, 5)), + columns=['a', 'b', 99, 'd', 'd'])] + + [DataFrame(s) for s in create_series()]) + + def is_constant(x): + values = x.values.ravel() + return len(set(values[notna(values)])) == 1 + + def no_nans(x): + return x.notna().all().all() + + # data is a tuple(object, is_contant, no_nans) + data = create_series() + create_dataframes() + + return [(x, is_constant(x), no_nans(x)) for x in data] + + +_consistency_data = _create_consistency_data() + + +def _rolling_consistency_cases(): + for window in [1, 2, 3, 10, 20]: + for min_periods in set([0, 1, 2, 3, 4, window]): + if min_periods and (min_periods > window): + continue + for center in [False, True]: + yield window, min_periods, center + + +class TestMomentsConsistency(Base): + base_functions = [ + (lambda v: Series(v).count(), None, 'count'), + (lambda v: Series(v).max(), None, 'max'), + (lambda v: Series(v).min(), None, 'min'), + (lambda v: Series(v).sum(), None, 'sum'), + (lambda v: Series(v).mean(), None, 'mean'), + (lambda v: Series(v).std(), 1, 'std'), + (lambda v: Series(v).cov(Series(v)), None, 'cov'), + (lambda v: Series(v).corr(Series(v)), None, 'corr'), + (lambda v: Series(v).var(), 1, 'var'), + + # restore once GH 8086 is fixed + # lambda v: Series(v).skew(), 3, 'skew'), + # (lambda v: Series(v).kurt(), 4, 'kurt'), + + # restore once GH 8084 is fixed + # lambda v: Series(v).quantile(0.3), None, 'quantile'), + + (lambda v: Series(v).median(), None, 'median'), + (np.nanmax, 1, 'max'), + (np.nanmin, 1, 'min'), + (np.nansum, 1, 'sum'), + (np.nanmean, 1, 'mean'), + (lambda v: np.nanstd(v, ddof=1), 1, 'std'), + (lambda v: np.nanvar(v, ddof=1), 1, 'var'), + (np.nanmedian, 1, 'median'), + ] + no_nan_functions = [ + (np.max, None, 'max'), + (np.min, None, 'min'), + (np.sum, None, 'sum'), + (np.mean, None, 'mean'), + (lambda v: np.std(v, ddof=1), 1, 'std'), + (lambda v: np.var(v, ddof=1), 1, 'var'), + (np.median, None, 'median'), + ] + + def _create_data(self): + super(TestMomentsConsistency, self)._create_data() + self.data = _consistency_data + + def setup_method(self, method): + self._create_data() + + def _test_moments_consistency(self, min_periods, count, mean, mock_mean, + corr, var_unbiased=None, std_unbiased=None, + cov_unbiased=None, var_biased=None, + std_biased=None, cov_biased=None, + var_debiasing_factors=None): + def _non_null_values(x): + values = x.values.ravel() + return set(values[notna(values)].tolist()) + + for (x, is_constant, no_nans) in self.data: + count_x = count(x) + mean_x = mean(x) + + if mock_mean: + # check that mean equals mock_mean + expected = mock_mean(x) + assert_equal(mean_x, expected.astype('float64')) + + # check that correlation of a series with itself is either 1 or NaN + corr_x_x = corr(x, x) + + # assert _non_null_values(corr_x_x).issubset(set([1.])) + # restore once rolling_cov(x, x) is identically equal to var(x) + + if is_constant: + exp = x.max() if isinstance(x, Series) else x.max().max() + + # check mean of constant series + expected = x * np.nan + expected[count_x >= max(min_periods, 1)] = exp + assert_equal(mean_x, expected) + + # check correlation of constant series with itself is NaN + expected[:] = np.nan + assert_equal(corr_x_x, expected) + + if var_unbiased and var_biased and var_debiasing_factors: + # check variance debiasing factors + var_unbiased_x = var_unbiased(x) + var_biased_x = var_biased(x) + var_debiasing_factors_x = var_debiasing_factors(x) + assert_equal(var_unbiased_x, var_biased_x * + var_debiasing_factors_x) + + for (std, var, cov) in [(std_biased, var_biased, cov_biased), + (std_unbiased, var_unbiased, cov_unbiased) + ]: + + # check that var(x), std(x), and cov(x) are all >= 0 + var_x = var(x) + std_x = std(x) + assert not (var_x < 0).any().any() + assert not (std_x < 0).any().any() + if cov: + cov_x_x = cov(x, x) + assert not (cov_x_x < 0).any().any() + + # check that var(x) == cov(x, x) + assert_equal(var_x, cov_x_x) + + # check that var(x) == std(x)^2 + assert_equal(var_x, std_x * std_x) + + if var is var_biased: + # check that biased var(x) == mean(x^2) - mean(x)^2 + mean_x2 = mean(x * x) + assert_equal(var_x, mean_x2 - (mean_x * mean_x)) + + if is_constant: + # check that variance of constant series is identically 0 + assert not (var_x > 0).any().any() + expected = x * np.nan + expected[count_x >= max(min_periods, 1)] = 0. + if var is var_unbiased: + expected[count_x < 2] = np.nan + assert_equal(var_x, expected) + + if isinstance(x, Series): + for (y, is_constant, no_nans) in self.data: + if not x.isna().equals(y.isna()): + # can only easily test two Series with similar + # structure + continue + + # check that cor(x, y) is symmetric + corr_x_y = corr(x, y) + corr_y_x = corr(y, x) + assert_equal(corr_x_y, corr_y_x) + + if cov: + # check that cov(x, y) is symmetric + cov_x_y = cov(x, y) + cov_y_x = cov(y, x) + assert_equal(cov_x_y, cov_y_x) + + # check that cov(x, y) == (var(x+y) - var(x) - + # var(y)) / 2 + var_x_plus_y = var(x + y) + var_y = var(y) + assert_equal(cov_x_y, 0.5 * + (var_x_plus_y - var_x - var_y)) + + # check that corr(x, y) == cov(x, y) / (std(x) * + # std(y)) + std_y = std(y) + assert_equal(corr_x_y, cov_x_y / (std_x * std_y)) + + if cov is cov_biased: + # check that biased cov(x, y) == mean(x*y) - + # mean(x)*mean(y) + mean_y = mean(y) + mean_x_times_y = mean(x * y) + assert_equal(cov_x_y, mean_x_times_y - + (mean_x * mean_y)) + + @pytest.mark.slow + @pytest.mark.parametrize( + 'min_periods, adjust, ignore_na', product([0, 1, 2, 3, 4], + [True, False], + [False, True])) + def test_ewm_consistency(self, min_periods, adjust, ignore_na): + def _weights(s, com, adjust, ignore_na): + if isinstance(s, DataFrame): + if not len(s.columns): + return DataFrame(index=s.index, columns=s.columns) + w = concat([ + _weights(s.iloc[:, i], com=com, adjust=adjust, + ignore_na=ignore_na) + for i, _ in enumerate(s.columns)], axis=1) + w.index = s.index + w.columns = s.columns + return w + + w = Series(np.nan, index=s.index) + alpha = 1. / (1. + com) + if ignore_na: + w[s.notna()] = _weights(s[s.notna()], com=com, + adjust=adjust, ignore_na=False) + elif adjust: + for i in range(len(s)): + if s.iat[i] == s.iat[i]: + w.iat[i] = pow(1. / (1. - alpha), i) + else: + sum_wts = 0. + prev_i = -1 + for i in range(len(s)): + if s.iat[i] == s.iat[i]: + if prev_i == -1: + w.iat[i] = 1. + else: + w.iat[i] = alpha * sum_wts / pow(1. - alpha, + i - prev_i) + sum_wts += w.iat[i] + prev_i = i + return w + + def _variance_debiasing_factors(s, com, adjust, ignore_na): + weights = _weights(s, com=com, adjust=adjust, ignore_na=ignore_na) + cum_sum = weights.cumsum().fillna(method='ffill') + cum_sum_sq = (weights * weights).cumsum().fillna(method='ffill') + numerator = cum_sum * cum_sum + denominator = numerator - cum_sum_sq + denominator[denominator <= 0.] = np.nan + return numerator / denominator + + def _ewma(s, com, min_periods, adjust, ignore_na): + weights = _weights(s, com=com, adjust=adjust, ignore_na=ignore_na) + result = s.multiply(weights).cumsum().divide(weights.cumsum( + )).fillna(method='ffill') + result[s.expanding().count() < (max(min_periods, 1) if min_periods + else 1)] = np.nan + return result + + com = 3. + # test consistency between different ewm* moments + self._test_moments_consistency( + min_periods=min_periods, + count=lambda x: x.expanding().count(), + mean=lambda x: x.ewm(com=com, min_periods=min_periods, + adjust=adjust, + ignore_na=ignore_na).mean(), + mock_mean=lambda x: _ewma(x, com=com, + min_periods=min_periods, + adjust=adjust, + ignore_na=ignore_na), + corr=lambda x, y: x.ewm(com=com, min_periods=min_periods, + adjust=adjust, + ignore_na=ignore_na).corr(y), + var_unbiased=lambda x: ( + x.ewm(com=com, min_periods=min_periods, + adjust=adjust, + ignore_na=ignore_na).var(bias=False)), + std_unbiased=lambda x: ( + x.ewm(com=com, min_periods=min_periods, + adjust=adjust, ignore_na=ignore_na) + .std(bias=False)), + cov_unbiased=lambda x, y: ( + x.ewm(com=com, min_periods=min_periods, + adjust=adjust, ignore_na=ignore_na) + .cov(y, bias=False)), + var_biased=lambda x: ( + x.ewm(com=com, min_periods=min_periods, + adjust=adjust, ignore_na=ignore_na) + .var(bias=True)), + std_biased=lambda x: x.ewm(com=com, min_periods=min_periods, + adjust=adjust, + ignore_na=ignore_na).std(bias=True), + cov_biased=lambda x, y: ( + x.ewm(com=com, min_periods=min_periods, + adjust=adjust, ignore_na=ignore_na) + .cov(y, bias=True)), + var_debiasing_factors=lambda x: ( + _variance_debiasing_factors(x, com=com, adjust=adjust, + ignore_na=ignore_na))) + + @pytest.mark.slow + @pytest.mark.parametrize( + 'min_periods', [0, 1, 2, 3, 4]) + def test_expanding_consistency(self, min_periods): + + # suppress warnings about empty slices, as we are deliberately testing + # with empty/0-length Series/DataFrames + with warnings.catch_warnings(): + warnings.filterwarnings("ignore", + message=".*(empty slice|0 for slice).*", + category=RuntimeWarning) + + # test consistency between different expanding_* moments + self._test_moments_consistency( + min_periods=min_periods, + count=lambda x: x.expanding().count(), + mean=lambda x: x.expanding( + min_periods=min_periods).mean(), + mock_mean=lambda x: x.expanding( + min_periods=min_periods).sum() / x.expanding().count(), + corr=lambda x, y: x.expanding( + min_periods=min_periods).corr(y), + var_unbiased=lambda x: x.expanding( + min_periods=min_periods).var(), + std_unbiased=lambda x: x.expanding( + min_periods=min_periods).std(), + cov_unbiased=lambda x, y: x.expanding( + min_periods=min_periods).cov(y), + var_biased=lambda x: x.expanding( + min_periods=min_periods).var(ddof=0), + std_biased=lambda x: x.expanding( + min_periods=min_periods).std(ddof=0), + cov_biased=lambda x, y: x.expanding( + min_periods=min_periods).cov(y, ddof=0), + var_debiasing_factors=lambda x: ( + x.expanding().count() / + (x.expanding().count() - 1.) + .replace(0., np.nan))) + + # test consistency between expanding_xyz() and either (a) + # expanding_apply of Series.xyz(), or (b) expanding_apply of + # np.nanxyz() + for (x, is_constant, no_nans) in self.data: + functions = self.base_functions + + # GH 8269 + if no_nans: + functions = self.base_functions + self.no_nan_functions + for (f, require_min_periods, name) in functions: + expanding_f = getattr( + x.expanding(min_periods=min_periods), name) + + if (require_min_periods and + (min_periods is not None) and + (min_periods < require_min_periods)): + continue + + if name == 'count': + expanding_f_result = expanding_f() + expanding_apply_f_result = x.expanding( + min_periods=0).apply(func=f) + else: + if name in ['cov', 'corr']: + expanding_f_result = expanding_f( + pairwise=False) + else: + expanding_f_result = expanding_f() + expanding_apply_f_result = x.expanding( + min_periods=min_periods).apply(func=f) + + # GH 9422 + if name in ['sum', 'prod']: + assert_equal(expanding_f_result, + expanding_apply_f_result) + + @pytest.mark.slow + @pytest.mark.parametrize( + 'window,min_periods,center', list(_rolling_consistency_cases())) + def test_rolling_consistency(self, window, min_periods, center): + + # suppress warnings about empty slices, as we are deliberately testing + # with empty/0-length Series/DataFrames + with warnings.catch_warnings(): + warnings.filterwarnings("ignore", + message=".*(empty slice|0 for slice).*", + category=RuntimeWarning) + + # test consistency between different rolling_* moments + self._test_moments_consistency( + min_periods=min_periods, + count=lambda x: ( + x.rolling(window=window, center=center) + .count()), + mean=lambda x: ( + x.rolling(window=window, min_periods=min_periods, + center=center).mean()), + mock_mean=lambda x: ( + x.rolling(window=window, + min_periods=min_periods, + center=center).sum() + .divide(x.rolling(window=window, + min_periods=min_periods, + center=center).count())), + corr=lambda x, y: ( + x.rolling(window=window, min_periods=min_periods, + center=center).corr(y)), + + var_unbiased=lambda x: ( + x.rolling(window=window, min_periods=min_periods, + center=center).var()), + + std_unbiased=lambda x: ( + x.rolling(window=window, min_periods=min_periods, + center=center).std()), + + cov_unbiased=lambda x, y: ( + x.rolling(window=window, min_periods=min_periods, + center=center).cov(y)), + + var_biased=lambda x: ( + x.rolling(window=window, min_periods=min_periods, + center=center).var(ddof=0)), + + std_biased=lambda x: ( + x.rolling(window=window, min_periods=min_periods, + center=center).std(ddof=0)), + + cov_biased=lambda x, y: ( + x.rolling(window=window, min_periods=min_periods, + center=center).cov(y, ddof=0)), + var_debiasing_factors=lambda x: ( + x.rolling(window=window, center=center).count() + .divide((x.rolling(window=window, center=center) + .count() - 1.) + .replace(0., np.nan)))) + + # test consistency between rolling_xyz() and either (a) + # rolling_apply of Series.xyz(), or (b) rolling_apply of + # np.nanxyz() + for (x, is_constant, no_nans) in self.data: + functions = self.base_functions + + # GH 8269 + if no_nans: + functions = self.base_functions + self.no_nan_functions + for (f, require_min_periods, name) in functions: + rolling_f = getattr( + x.rolling(window=window, center=center, + min_periods=min_periods), name) + + if require_min_periods and ( + min_periods is not None) and ( + min_periods < require_min_periods): + continue + + if name == 'count': + rolling_f_result = rolling_f() + rolling_apply_f_result = x.rolling( + window=window, min_periods=0, + center=center).apply(func=f) + else: + if name in ['cov', 'corr']: + rolling_f_result = rolling_f( + pairwise=False) + else: + rolling_f_result = rolling_f() + rolling_apply_f_result = x.rolling( + window=window, min_periods=min_periods, + center=center).apply(func=f) + + # GH 9422 + if name in ['sum', 'prod']: + assert_equal(rolling_f_result, + rolling_apply_f_result) + + # binary moments + def test_rolling_cov(self): + A = self.series + B = A + randn(len(A)) + + result = A.rolling(window=50, min_periods=25).cov(B) + tm.assert_almost_equal(result[-1], np.cov(A[-50:], B[-50:])[0, 1]) + + def test_rolling_cov_pairwise(self): + self._check_pairwise_moment('rolling', 'cov', window=10, min_periods=5) + + def test_rolling_corr(self): + A = self.series + B = A + randn(len(A)) + + result = A.rolling(window=50, min_periods=25).corr(B) + tm.assert_almost_equal(result[-1], np.corrcoef(A[-50:], B[-50:])[0, 1]) + + # test for correct bias correction + a = tm.makeTimeSeries() + b = tm.makeTimeSeries() + a[:5] = np.nan + b[:10] = np.nan + + result = a.rolling(window=len(a), min_periods=1).corr(b) + tm.assert_almost_equal(result[-1], a.corr(b)) + + def test_rolling_corr_pairwise(self): + self._check_pairwise_moment('rolling', 'corr', window=10, + min_periods=5) + + @pytest.mark.parametrize('window', range(7)) + def test_rolling_corr_with_zero_variance(self, window): + # GH 18430 + s = pd.Series(np.zeros(20)) + other = pd.Series(np.arange(20)) + + assert s.rolling(window=window).corr(other=other).isna().all() + + def _check_pairwise_moment(self, dispatch, name, **kwargs): + def get_result(obj, obj2=None): + return getattr(getattr(obj, dispatch)(**kwargs), name)(obj2) + + result = get_result(self.frame) + result = result.loc[(slice(None), 1), 5] + result.index = result.index.droplevel(1) + expected = get_result(self.frame[1], self.frame[5]) + tm.assert_series_equal(result, expected, check_names=False) + + def test_flex_binary_moment(self): + # GH3155 + # don't blow the stack + pytest.raises(TypeError, rwindow._flex_binary_moment, 5, 6, None) + + def test_corr_sanity(self): + # GH 3155 + df = DataFrame(np.array( + [[0.87024726, 0.18505595], [0.64355431, 0.3091617], + [0.92372966, 0.50552513], [0.00203756, 0.04520709], + [0.84780328, 0.33394331], [0.78369152, 0.63919667]])) + + res = df[0].rolling(5, center=True).corr(df[1]) + assert all(np.abs(np.nan_to_num(x)) <= 1 for x in res) + + # and some fuzzing + for _ in range(10): + df = DataFrame(np.random.rand(30, 2)) + res = df[0].rolling(5, center=True).corr(df[1]) + try: + assert all(np.abs(np.nan_to_num(x)) <= 1 for x in res) + except AssertionError: + print(res) + + def test_flex_binary_frame(self): + def _check(method): + series = self.frame[1] + + res = getattr(series.rolling(window=10), method)(self.frame) + res2 = getattr(self.frame.rolling(window=10), method)(series) + exp = self.frame.apply(lambda x: getattr( + series.rolling(window=10), method)(x)) + + tm.assert_frame_equal(res, exp) + tm.assert_frame_equal(res2, exp) + + frame2 = self.frame.copy() + frame2.values[:] = np.random.randn(*frame2.shape) + + res3 = getattr(self.frame.rolling(window=10), method)(frame2) + exp = DataFrame(dict((k, getattr(self.frame[k].rolling( + window=10), method)(frame2[k])) for k in self.frame)) + tm.assert_frame_equal(res3, exp) + + methods = ['corr', 'cov'] + for meth in methods: + _check(meth) + + def test_ewmcov(self): + self._check_binary_ew('cov') + + def test_ewmcov_pairwise(self): + self._check_pairwise_moment('ewm', 'cov', span=10, min_periods=5) + + def test_ewmcorr(self): + self._check_binary_ew('corr') + + def test_ewmcorr_pairwise(self): + self._check_pairwise_moment('ewm', 'corr', span=10, min_periods=5) + + def _check_binary_ew(self, name): + def func(A, B, com, **kwargs): + return getattr(A.ewm(com, **kwargs), name)(B) + + A = Series(randn(50), index=np.arange(50)) + B = A[2:] + randn(48) + + A[:10] = np.NaN + B[-10:] = np.NaN + + result = func(A, B, 20, min_periods=5) + assert np.isnan(result.values[:14]).all() + assert not np.isnan(result.values[14:]).any() + + # GH 7898 + for min_periods in (0, 1, 2): + result = func(A, B, 20, min_periods=min_periods) + # binary functions (ewmcov, ewmcorr) with bias=False require at + # least two values + assert np.isnan(result.values[:11]).all() + assert not np.isnan(result.values[11:]).any() + + # check series of length 0 + result = func(Series([]), Series([]), 50, min_periods=min_periods) + tm.assert_series_equal(result, Series([])) + + # check series of length 1 + result = func( + Series([1.]), Series([1.]), 50, min_periods=min_periods) + tm.assert_series_equal(result, Series([np.NaN])) + + pytest.raises(Exception, func, A, randn(50), 20, min_periods=5) + + def test_expanding_apply_args_kwargs(self): + def mean_w_arg(x, const): + return np.mean(x) + const + + df = DataFrame(np.random.rand(20, 3)) + + expected = df.expanding().apply(np.mean) + 20. + + tm.assert_frame_equal(df.expanding().apply(mean_w_arg, args=(20, )), + expected) + tm.assert_frame_equal(df.expanding().apply(mean_w_arg, + kwargs={'const': 20}), + expected) + + def test_expanding_corr(self): + A = self.series.dropna() + B = (A + randn(len(A)))[:-5] + + result = A.expanding().corr(B) + + rolling_result = A.rolling(window=len(A), min_periods=1).corr(B) + + tm.assert_almost_equal(rolling_result, result) + + def test_expanding_count(self): + result = self.series.expanding().count() + tm.assert_almost_equal(result, self.series.rolling( + window=len(self.series)).count()) + + def test_expanding_quantile(self): + result = self.series.expanding().quantile(0.5) + + rolling_result = self.series.rolling(window=len(self.series), + min_periods=1).quantile(0.5) + + tm.assert_almost_equal(result, rolling_result) + + def test_expanding_cov(self): + A = self.series + B = (A + randn(len(A)))[:-5] + + result = A.expanding().cov(B) + + rolling_result = A.rolling(window=len(A), min_periods=1).cov(B) + + tm.assert_almost_equal(rolling_result, result) + + def test_expanding_cov_pairwise(self): + result = self.frame.expanding().corr() + + rolling_result = self.frame.rolling(window=len(self.frame), + min_periods=1).corr() + + tm.assert_frame_equal(result, rolling_result) + + def test_expanding_corr_pairwise(self): + result = self.frame.expanding().corr() + + rolling_result = self.frame.rolling(window=len(self.frame), + min_periods=1).corr() + tm.assert_frame_equal(result, rolling_result) + + def test_expanding_cov_diff_index(self): + # GH 7512 + s1 = Series([1, 2, 3], index=[0, 1, 2]) + s2 = Series([1, 3], index=[0, 2]) + result = s1.expanding().cov(s2) + expected = Series([None, None, 2.0]) + tm.assert_series_equal(result, expected) + + s2a = Series([1, None, 3], index=[0, 1, 2]) + result = s1.expanding().cov(s2a) + tm.assert_series_equal(result, expected) + + s1 = Series([7, 8, 10], index=[0, 1, 3]) + s2 = Series([7, 9, 10], index=[0, 2, 3]) + result = s1.expanding().cov(s2) + expected = Series([None, None, None, 4.5]) + tm.assert_series_equal(result, expected) + + def test_expanding_corr_diff_index(self): + # GH 7512 + s1 = Series([1, 2, 3], index=[0, 1, 2]) + s2 = Series([1, 3], index=[0, 2]) + result = s1.expanding().corr(s2) + expected = Series([None, None, 1.0]) + tm.assert_series_equal(result, expected) + + s2a = Series([1, None, 3], index=[0, 1, 2]) + result = s1.expanding().corr(s2a) + tm.assert_series_equal(result, expected) + + s1 = Series([7, 8, 10], index=[0, 1, 3]) + s2 = Series([7, 9, 10], index=[0, 2, 3]) + result = s1.expanding().corr(s2) + expected = Series([None, None, None, 1.]) + tm.assert_series_equal(result, expected) + + def test_rolling_cov_diff_length(self): + # GH 7512 + s1 = Series([1, 2, 3], index=[0, 1, 2]) + s2 = Series([1, 3], index=[0, 2]) + result = s1.rolling(window=3, min_periods=2).cov(s2) + expected = Series([None, None, 2.0]) + tm.assert_series_equal(result, expected) + + s2a = Series([1, None, 3], index=[0, 1, 2]) + result = s1.rolling(window=3, min_periods=2).cov(s2a) + tm.assert_series_equal(result, expected) + + def test_rolling_corr_diff_length(self): + # GH 7512 + s1 = Series([1, 2, 3], index=[0, 1, 2]) + s2 = Series([1, 3], index=[0, 2]) + result = s1.rolling(window=3, min_periods=2).corr(s2) + expected = Series([None, None, 1.0]) + tm.assert_series_equal(result, expected) + + s2a = Series([1, None, 3], index=[0, 1, 2]) + result = s1.rolling(window=3, min_periods=2).corr(s2a) + tm.assert_series_equal(result, expected) + + def test_rolling_functions_window_non_shrinkage(self): + # GH 7764 + s = Series(range(4)) + s_expected = Series(np.nan, index=s.index) + df = DataFrame([[1, 5], [3, 2], [3, 9], [-1, 0]], columns=['A', 'B']) + df_expected = DataFrame(np.nan, index=df.index, columns=df.columns) + + functions = [lambda x: (x.rolling(window=10, min_periods=5) + .cov(x, pairwise=False)), + lambda x: (x.rolling(window=10, min_periods=5) + .corr(x, pairwise=False)), + lambda x: x.rolling(window=10, min_periods=5).max(), + lambda x: x.rolling(window=10, min_periods=5).min(), + lambda x: x.rolling(window=10, min_periods=5).sum(), + lambda x: x.rolling(window=10, min_periods=5).mean(), + lambda x: x.rolling(window=10, min_periods=5).std(), + lambda x: x.rolling(window=10, min_periods=5).var(), + lambda x: x.rolling(window=10, min_periods=5).skew(), + lambda x: x.rolling(window=10, min_periods=5).kurt(), + lambda x: x.rolling( + window=10, min_periods=5).quantile(quantile=0.5), + lambda x: x.rolling(window=10, min_periods=5).median(), + lambda x: x.rolling(window=10, min_periods=5).apply(sum), + lambda x: x.rolling(win_type='boxcar', + window=10, min_periods=5).mean()] + for f in functions: + try: + s_result = f(s) + tm.assert_series_equal(s_result, s_expected) + + df_result = f(df) + tm.assert_frame_equal(df_result, df_expected) + except (ImportError): + + # scipy needed for rolling_window + continue + + def test_rolling_functions_window_non_shrinkage_binary(self): + + # corr/cov return a MI DataFrame + df = DataFrame([[1, 5], [3, 2], [3, 9], [-1, 0]], + columns=Index(['A', 'B'], name='foo'), + index=Index(range(4), name='bar')) + df_expected = DataFrame( + columns=Index(['A', 'B'], name='foo'), + index=pd.MultiIndex.from_product([df.index, df.columns], + names=['bar', 'foo']), + dtype='float64') + functions = [lambda x: (x.rolling(window=10, min_periods=5) + .cov(x, pairwise=True)), + lambda x: (x.rolling(window=10, min_periods=5) + .corr(x, pairwise=True))] + for f in functions: + df_result = f(df) + tm.assert_frame_equal(df_result, df_expected) + + def test_moment_functions_zero_length(self): + # GH 8056 + s = Series() + s_expected = s + df1 = DataFrame() + df1_expected = df1 + df2 = DataFrame(columns=['a']) + df2['a'] = df2['a'].astype('float64') + df2_expected = df2 + + functions = [lambda x: x.expanding().count(), + lambda x: x.expanding(min_periods=5).cov( + x, pairwise=False), + lambda x: x.expanding(min_periods=5).corr( + x, pairwise=False), + lambda x: x.expanding(min_periods=5).max(), + lambda x: x.expanding(min_periods=5).min(), + lambda x: x.expanding(min_periods=5).sum(), + lambda x: x.expanding(min_periods=5).mean(), + lambda x: x.expanding(min_periods=5).std(), + lambda x: x.expanding(min_periods=5).var(), + lambda x: x.expanding(min_periods=5).skew(), + lambda x: x.expanding(min_periods=5).kurt(), + lambda x: x.expanding(min_periods=5).quantile(0.5), + lambda x: x.expanding(min_periods=5).median(), + lambda x: x.expanding(min_periods=5).apply(sum), + lambda x: x.rolling(window=10).count(), + lambda x: x.rolling(window=10, min_periods=5).cov( + x, pairwise=False), + lambda x: x.rolling(window=10, min_periods=5).corr( + x, pairwise=False), + lambda x: x.rolling(window=10, min_periods=5).max(), + lambda x: x.rolling(window=10, min_periods=5).min(), + lambda x: x.rolling(window=10, min_periods=5).sum(), + lambda x: x.rolling(window=10, min_periods=5).mean(), + lambda x: x.rolling(window=10, min_periods=5).std(), + lambda x: x.rolling(window=10, min_periods=5).var(), + lambda x: x.rolling(window=10, min_periods=5).skew(), + lambda x: x.rolling(window=10, min_periods=5).kurt(), + lambda x: x.rolling( + window=10, min_periods=5).quantile(0.5), + lambda x: x.rolling(window=10, min_periods=5).median(), + lambda x: x.rolling(window=10, min_periods=5).apply(sum), + lambda x: x.rolling(win_type='boxcar', + window=10, min_periods=5).mean(), + ] + for f in functions: + try: + s_result = f(s) + tm.assert_series_equal(s_result, s_expected) + + df1_result = f(df1) + tm.assert_frame_equal(df1_result, df1_expected) + + df2_result = f(df2) + tm.assert_frame_equal(df2_result, df2_expected) + except (ImportError): + + # scipy needed for rolling_window + continue + + def test_moment_functions_zero_length_pairwise(self): + + df1 = DataFrame() + df1_expected = df1 + df2 = DataFrame(columns=Index(['a'], name='foo'), + index=Index([], name='bar')) + df2['a'] = df2['a'].astype('float64') + + df1_expected = DataFrame( + index=pd.MultiIndex.from_product([df1.index, df1.columns]), + columns=Index([])) + df2_expected = DataFrame( + index=pd.MultiIndex.from_product([df2.index, df2.columns], + names=['bar', 'foo']), + columns=Index(['a'], name='foo'), + dtype='float64') + + functions = [lambda x: (x.expanding(min_periods=5) + .cov(x, pairwise=True)), + lambda x: (x.expanding(min_periods=5) + .corr(x, pairwise=True)), + lambda x: (x.rolling(window=10, min_periods=5) + .cov(x, pairwise=True)), + lambda x: (x.rolling(window=10, min_periods=5) + .corr(x, pairwise=True)), + ] + for f in functions: + df1_result = f(df1) + tm.assert_frame_equal(df1_result, df1_expected) + + df2_result = f(df2) + tm.assert_frame_equal(df2_result, df2_expected) + + def test_expanding_cov_pairwise_diff_length(self): + # GH 7512 + df1 = DataFrame([[1, 5], [3, 2], [3, 9]], + columns=Index(['A', 'B'], name='foo')) + df1a = DataFrame([[1, 5], [3, 9]], + index=[0, 2], + columns=Index(['A', 'B'], name='foo')) + df2 = DataFrame([[5, 6], [None, None], [2, 1]], + columns=Index(['X', 'Y'], name='foo')) + df2a = DataFrame([[5, 6], [2, 1]], + index=[0, 2], + columns=Index(['X', 'Y'], name='foo')) + # TODO: xref gh-15826 + # .loc is not preserving the names + result1 = df1.expanding().cov(df2a, pairwise=True).loc[2] + result2 = df1.expanding().cov(df2a, pairwise=True).loc[2] + result3 = df1a.expanding().cov(df2, pairwise=True).loc[2] + result4 = df1a.expanding().cov(df2a, pairwise=True).loc[2] + expected = DataFrame([[-3.0, -6.0], [-5.0, -10.0]], + columns=Index(['A', 'B'], name='foo'), + index=Index(['X', 'Y'], name='foo')) + tm.assert_frame_equal(result1, expected) + tm.assert_frame_equal(result2, expected) + tm.assert_frame_equal(result3, expected) + tm.assert_frame_equal(result4, expected) + + def test_expanding_corr_pairwise_diff_length(self): + # GH 7512 + df1 = DataFrame([[1, 2], [3, 2], [3, 4]], + columns=['A', 'B'], + index=Index(range(3), name='bar')) + df1a = DataFrame([[1, 2], [3, 4]], + index=Index([0, 2], name='bar'), + columns=['A', 'B']) + df2 = DataFrame([[5, 6], [None, None], [2, 1]], + columns=['X', 'Y'], + index=Index(range(3), name='bar')) + df2a = DataFrame([[5, 6], [2, 1]], + index=Index([0, 2], name='bar'), + columns=['X', 'Y']) + result1 = df1.expanding().corr(df2, pairwise=True).loc[2] + result2 = df1.expanding().corr(df2a, pairwise=True).loc[2] + result3 = df1a.expanding().corr(df2, pairwise=True).loc[2] + result4 = df1a.expanding().corr(df2a, pairwise=True).loc[2] + expected = DataFrame([[-1.0, -1.0], [-1.0, -1.0]], + columns=['A', 'B'], + index=Index(['X', 'Y'])) + tm.assert_frame_equal(result1, expected) + tm.assert_frame_equal(result2, expected) + tm.assert_frame_equal(result3, expected) + tm.assert_frame_equal(result4, expected) + + def test_rolling_skew_edge_cases(self): + + all_nan = Series([np.NaN] * 5) + + # yields all NaN (0 variance) + d = Series([1] * 5) + x = d.rolling(window=5).skew() + tm.assert_series_equal(all_nan, x) + + # yields all NaN (window too small) + d = Series(np.random.randn(5)) + x = d.rolling(window=2).skew() + tm.assert_series_equal(all_nan, x) + + # yields [NaN, NaN, NaN, 0.177994, 1.548824] + d = Series([-1.50837035, -0.1297039, 0.19501095, 1.73508164, 0.41941401 + ]) + expected = Series([np.NaN, np.NaN, np.NaN, 0.177994, 1.548824]) + x = d.rolling(window=4).skew() + tm.assert_series_equal(expected, x) + + def test_rolling_kurt_edge_cases(self): + + all_nan = Series([np.NaN] * 5) + + # yields all NaN (0 variance) + d = Series([1] * 5) + x = d.rolling(window=5).kurt() + tm.assert_series_equal(all_nan, x) + + # yields all NaN (window too small) + d = Series(np.random.randn(5)) + x = d.rolling(window=3).kurt() + tm.assert_series_equal(all_nan, x) + + # yields [NaN, NaN, NaN, 1.224307, 2.671499] + d = Series([-1.50837035, -0.1297039, 0.19501095, 1.73508164, 0.41941401 + ]) + expected = Series([np.NaN, np.NaN, np.NaN, 1.224307, 2.671499]) + x = d.rolling(window=4).kurt() + tm.assert_series_equal(expected, x) + + def test_rolling_skew_eq_value_fperr(self): + # #18804 all rolling skew for all equal values should return Nan + a = Series([1.1] * 15).rolling(window=10).skew() + assert np.isnan(a).all() + + def test_rolling_kurt_eq_value_fperr(self): + # #18804 all rolling kurt for all equal values should return Nan + a = Series([1.1] * 15).rolling(window=10).kurt() + assert np.isnan(a).all() + + @pytest.mark.parametrize('func,static_comp', [('sum', np.sum), + ('mean', np.mean), + ('max', np.max), + ('min', np.min)], + ids=['sum', 'mean', 'max', 'min']) + def test_expanding_func(self, func, static_comp): + def expanding_func(x, min_periods=1, center=False, axis=0): + exp = x.expanding(min_periods=min_periods, + center=center, axis=axis) + return getattr(exp, func)() + self._check_expanding(expanding_func, static_comp, preserve_nan=False) + + def test_expanding_apply(self): + + def expanding_mean(x, min_periods=1): + exp = x.expanding(min_periods=min_periods) + return exp.apply(lambda x: x.mean()) + + self._check_expanding(expanding_mean, np.mean) + + ser = Series([]) + tm.assert_series_equal(ser, ser.expanding().apply(lambda x: x.mean())) + + # GH 8080 + s = Series([None, None, None]) + result = s.expanding(min_periods=0).apply(lambda x: len(x)) + expected = Series([1., 2., 3.]) + tm.assert_series_equal(result, expected) + + def _check_expanding(self, func, static_comp, has_min_periods=True, + has_time_rule=True, preserve_nan=True): + + series_result = func(self.series) + assert isinstance(series_result, Series) + frame_result = func(self.frame) + assert isinstance(frame_result, DataFrame) + + result = func(self.series) + tm.assert_almost_equal(result[10], static_comp(self.series[:11])) + + if preserve_nan: + assert result.iloc[self._nan_locs].isna().all() + + ser = Series(randn(50)) + + if has_min_periods: + result = func(ser, min_periods=30) + assert result[:29].isna().all() + tm.assert_almost_equal(result.iloc[-1], static_comp(ser[:50])) + + # min_periods is working correctly + result = func(ser, min_periods=15) + assert isna(result.iloc[13]) + assert notna(result.iloc[14]) + + ser2 = Series(randn(20)) + result = func(ser2, min_periods=5) + assert isna(result[3]) + assert notna(result[4]) + + # min_periods=0 + result0 = func(ser, min_periods=0) + result1 = func(ser, min_periods=1) + tm.assert_almost_equal(result0, result1) + else: + result = func(ser) + tm.assert_almost_equal(result.iloc[-1], static_comp(ser[:50])) + + def test_rolling_max_gh6297(self): + """Replicate result expected in GH #6297""" + + indices = [datetime(1975, 1, i) for i in range(1, 6)] + # So that we can have 2 datapoints on one of the days + indices.append(datetime(1975, 1, 3, 6, 0)) + series = Series(range(1, 7), index=indices) + # Use floats instead of ints as values + series = series.map(lambda x: float(x)) + # Sort chronologically + series = series.sort_index() + + expected = Series([1.0, 2.0, 6.0, 4.0, 5.0], + index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) + x = series.resample('D').max().rolling(window=1).max() + tm.assert_series_equal(expected, x) + + def test_rolling_max_resample(self): + + indices = [datetime(1975, 1, i) for i in range(1, 6)] + # So that we can have 3 datapoints on last day (4, 10, and 20) + indices.append(datetime(1975, 1, 5, 1)) + indices.append(datetime(1975, 1, 5, 2)) + series = Series(list(range(0, 5)) + [10, 20], index=indices) + # Use floats instead of ints as values + series = series.map(lambda x: float(x)) + # Sort chronologically + series = series.sort_index() + + # Default how should be max + expected = Series([0.0, 1.0, 2.0, 3.0, 20.0], + index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) + x = series.resample('D').max().rolling(window=1).max() + tm.assert_series_equal(expected, x) + + # Now specify median (10.0) + expected = Series([0.0, 1.0, 2.0, 3.0, 10.0], + index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) + x = series.resample('D').median().rolling(window=1).max() + tm.assert_series_equal(expected, x) + + # Now specify mean (4+10+20)/3 + v = (4.0 + 10.0 + 20.0) / 3.0 + expected = Series([0.0, 1.0, 2.0, 3.0, v], + index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) + x = series.resample('D').mean().rolling(window=1).max() + tm.assert_series_equal(expected, x) + + def test_rolling_min_resample(self): + + indices = [datetime(1975, 1, i) for i in range(1, 6)] + # So that we can have 3 datapoints on last day (4, 10, and 20) + indices.append(datetime(1975, 1, 5, 1)) + indices.append(datetime(1975, 1, 5, 2)) + series = Series(list(range(0, 5)) + [10, 20], index=indices) + # Use floats instead of ints as values + series = series.map(lambda x: float(x)) + # Sort chronologically + series = series.sort_index() + + # Default how should be min + expected = Series([0.0, 1.0, 2.0, 3.0, 4.0], + index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) + r = series.resample('D').min().rolling(window=1) + tm.assert_series_equal(expected, r.min()) + + def test_rolling_median_resample(self): + + indices = [datetime(1975, 1, i) for i in range(1, 6)] + # So that we can have 3 datapoints on last day (4, 10, and 20) + indices.append(datetime(1975, 1, 5, 1)) + indices.append(datetime(1975, 1, 5, 2)) + series = Series(list(range(0, 5)) + [10, 20], index=indices) + # Use floats instead of ints as values + series = series.map(lambda x: float(x)) + # Sort chronologically + series = series.sort_index() + + # Default how should be median + expected = Series([0.0, 1.0, 2.0, 3.0, 10], + index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) + x = series.resample('D').median().rolling(window=1).median() + tm.assert_series_equal(expected, x) + + def test_rolling_median_memory_error(self): + # GH11722 + n = 20000 + Series(np.random.randn(n)).rolling(window=2, center=False).median() + Series(np.random.randn(n)).rolling(window=2, center=False).median() + + def test_rolling_min_max_numeric_types(self): + + # GH12373 + types_test = [np.dtype("f{}".format(width)) for width in [4, 8]] + types_test.extend([np.dtype("{}{}".format(sign, width)) + for width in [1, 2, 4, 8] for sign in "ui"]) + for data_type in types_test: + # Just testing that these don't throw exceptions and that + # the return type is float64. Other tests will cover quantitative + # correctness + result = (DataFrame(np.arange(20, dtype=data_type)) + .rolling(window=5).max()) + assert result.dtypes[0] == np.dtype("f8") + result = (DataFrame(np.arange(20, dtype=data_type)) + .rolling(window=5).min()) + assert result.dtypes[0] == np.dtype("f8") + + +class TestGrouperGrouping(object): + + def setup_method(self, method): + self.series = Series(np.arange(10)) + self.frame = DataFrame({'A': [1] * 20 + [2] * 12 + [3] * 8, + 'B': np.arange(40)}) + + def test_mutated(self): + + def f(): + self.frame.groupby('A', foo=1) + pytest.raises(TypeError, f) + + g = self.frame.groupby('A') + assert not g.mutated + g = self.frame.groupby('A', mutated=True) + assert g.mutated + + def test_getitem(self): + g = self.frame.groupby('A') + g_mutated = self.frame.groupby('A', mutated=True) + + expected = g_mutated.B.apply(lambda x: x.rolling(2).mean()) + + result = g.rolling(2).mean().B + tm.assert_series_equal(result, expected) + + result = g.rolling(2).B.mean() + tm.assert_series_equal(result, expected) + + result = g.B.rolling(2).mean() + tm.assert_series_equal(result, expected) + + result = self.frame.B.groupby(self.frame.A).rolling(2).mean() + tm.assert_series_equal(result, expected) + + def test_getitem_multiple(self): + + # GH 13174 + g = self.frame.groupby('A') + r = g.rolling(2) + g_mutated = self.frame.groupby('A', mutated=True) + expected = g_mutated.B.apply(lambda x: x.rolling(2).count()) + + result = r.B.count() + tm.assert_series_equal(result, expected) + + result = r.B.count() + tm.assert_series_equal(result, expected) + + def test_rolling(self): + g = self.frame.groupby('A') + r = g.rolling(window=4) + + for f in ['sum', 'mean', 'min', 'max', 'count', 'kurt', 'skew']: + + result = getattr(r, f)() + expected = g.apply(lambda x: getattr(x.rolling(4), f)()) + tm.assert_frame_equal(result, expected) + + for f in ['std', 'var']: + result = getattr(r, f)(ddof=1) + expected = g.apply(lambda x: getattr(x.rolling(4), f)(ddof=1)) + tm.assert_frame_equal(result, expected) + + result = r.quantile(0.5) + expected = g.apply(lambda x: x.rolling(4).quantile(0.5)) + tm.assert_frame_equal(result, expected) + + def test_rolling_corr_cov(self): + g = self.frame.groupby('A') + r = g.rolling(window=4) + + for f in ['corr', 'cov']: + result = getattr(r, f)(self.frame) + + def func(x): + return getattr(x.rolling(4), f)(self.frame) + expected = g.apply(func) + tm.assert_frame_equal(result, expected) + + result = getattr(r.B, f)(pairwise=True) + + def func(x): + return getattr(x.B.rolling(4), f)(pairwise=True) + expected = g.apply(func) + tm.assert_series_equal(result, expected) + + def test_rolling_apply(self): + g = self.frame.groupby('A') + r = g.rolling(window=4) + + # reduction + result = r.apply(lambda x: x.sum()) + expected = g.apply(lambda x: x.rolling(4).apply(lambda y: y.sum())) + tm.assert_frame_equal(result, expected) + + def test_expanding(self): + g = self.frame.groupby('A') + r = g.expanding() + + for f in ['sum', 'mean', 'min', 'max', 'count', 'kurt', 'skew']: + + result = getattr(r, f)() + expected = g.apply(lambda x: getattr(x.expanding(), f)()) + tm.assert_frame_equal(result, expected) + + for f in ['std', 'var']: + result = getattr(r, f)(ddof=0) + expected = g.apply(lambda x: getattr(x.expanding(), f)(ddof=0)) + tm.assert_frame_equal(result, expected) + + result = r.quantile(0.5) + expected = g.apply(lambda x: x.expanding().quantile(0.5)) + tm.assert_frame_equal(result, expected) + + def test_expanding_corr_cov(self): + g = self.frame.groupby('A') + r = g.expanding() + + for f in ['corr', 'cov']: + result = getattr(r, f)(self.frame) + + def func(x): + return getattr(x.expanding(), f)(self.frame) + expected = g.apply(func) + tm.assert_frame_equal(result, expected) + + result = getattr(r.B, f)(pairwise=True) + + def func(x): + return getattr(x.B.expanding(), f)(pairwise=True) + expected = g.apply(func) + tm.assert_series_equal(result, expected) + + def test_expanding_apply(self): + g = self.frame.groupby('A') + r = g.expanding() + + # reduction + result = r.apply(lambda x: x.sum()) + expected = g.apply(lambda x: x.expanding().apply(lambda y: y.sum())) + tm.assert_frame_equal(result, expected) + + +class TestRollingTS(object): + + # rolling time-series friendly + # xref GH13327 + + def setup_method(self, method): + + self.regular = DataFrame({'A': pd.date_range('20130101', + periods=5, + freq='s'), + 'B': range(5)}).set_index('A') + + self.ragged = DataFrame({'B': range(5)}) + self.ragged.index = [Timestamp('20130101 09:00:00'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:05'), + Timestamp('20130101 09:00:06')] + + def test_doc_string(self): + + df = DataFrame({'B': [0, 1, 2, np.nan, 4]}, + index=[Timestamp('20130101 09:00:00'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:05'), + Timestamp('20130101 09:00:06')]) + df + df.rolling('2s').sum() + + def test_valid(self): + + df = self.regular + + # not a valid freq + with pytest.raises(ValueError): + df.rolling(window='foobar') + + # not a datetimelike index + with pytest.raises(ValueError): + df.reset_index().rolling(window='foobar') + + # non-fixed freqs + for freq in ['2MS', pd.offsets.MonthBegin(2)]: + with pytest.raises(ValueError): + df.rolling(window=freq) + + for freq in ['1D', pd.offsets.Day(2), '2ms']: + df.rolling(window=freq) + + # non-integer min_periods + for minp in [1.0, 'foo', np.array([1, 2, 3])]: + with pytest.raises(ValueError): + df.rolling(window='1D', min_periods=minp) + + # center is not implemented + with pytest.raises(NotImplementedError): + df.rolling(window='1D', center=True) + + def test_on(self): + + df = self.regular + + # not a valid column + with pytest.raises(ValueError): + df.rolling(window='2s', on='foobar') + + # column is valid + df = df.copy() + df['C'] = pd.date_range('20130101', periods=len(df)) + df.rolling(window='2d', on='C').sum() + + # invalid columns + with pytest.raises(ValueError): + df.rolling(window='2d', on='B') + + # ok even though on non-selected + df.rolling(window='2d', on='C').B.sum() + + def test_monotonic_on(self): + + # on/index must be monotonic + df = DataFrame({'A': pd.date_range('20130101', + periods=5, + freq='s'), + 'B': range(5)}) + + assert df.A.is_monotonic + df.rolling('2s', on='A').sum() + + df = df.set_index('A') + assert df.index.is_monotonic + df.rolling('2s').sum() + + # non-monotonic + df.index = reversed(df.index.tolist()) + assert not df.index.is_monotonic + + with pytest.raises(ValueError): + df.rolling('2s').sum() + + df = df.reset_index() + with pytest.raises(ValueError): + df.rolling('2s', on='A').sum() + + def test_frame_on(self): + + df = DataFrame({'B': range(5), + 'C': pd.date_range('20130101 09:00:00', + periods=5, + freq='3s')}) + + df['A'] = [Timestamp('20130101 09:00:00'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:05'), + Timestamp('20130101 09:00:06')] + + # we are doing simulating using 'on' + expected = (df.set_index('A') + .rolling('2s') + .B + .sum() + .reset_index(drop=True) + ) + + result = (df.rolling('2s', on='A') + .B + .sum() + ) + tm.assert_series_equal(result, expected) + + # test as a frame + # we should be ignoring the 'on' as an aggregation column + # note that the expected is setting, computing, and resetting + # so the columns need to be switched compared + # to the actual result where they are ordered as in the + # original + expected = (df.set_index('A') + .rolling('2s')[['B']] + .sum() + .reset_index()[['B', 'A']] + ) + + result = (df.rolling('2s', on='A')[['B']] + .sum() + ) + tm.assert_frame_equal(result, expected) + + def test_frame_on2(self): + + # using multiple aggregation columns + df = DataFrame({'A': [0, 1, 2, 3, 4], + 'B': [0, 1, 2, np.nan, 4], + 'C': Index([Timestamp('20130101 09:00:00'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:05'), + Timestamp('20130101 09:00:06')])}, + columns=['A', 'C', 'B']) + + expected1 = DataFrame({'A': [0., 1, 3, 3, 7], + 'B': [0, 1, 3, np.nan, 4], + 'C': df['C']}, + columns=['A', 'C', 'B']) + + result = df.rolling('2s', on='C').sum() + expected = expected1 + tm.assert_frame_equal(result, expected) + + expected = Series([0, 1, 3, np.nan, 4], name='B') + result = df.rolling('2s', on='C').B.sum() + tm.assert_series_equal(result, expected) + + expected = expected1[['A', 'B', 'C']] + result = df.rolling('2s', on='C')[['A', 'B', 'C']].sum() + tm.assert_frame_equal(result, expected) + + def test_basic_regular(self): + + df = self.regular.copy() + + df.index = pd.date_range('20130101', periods=5, freq='D') + expected = df.rolling(window=1, min_periods=1).sum() + result = df.rolling(window='1D').sum() + tm.assert_frame_equal(result, expected) + + df.index = pd.date_range('20130101', periods=5, freq='2D') + expected = df.rolling(window=1, min_periods=1).sum() + result = df.rolling(window='2D', min_periods=1).sum() + tm.assert_frame_equal(result, expected) + + expected = df.rolling(window=1, min_periods=1).sum() + result = df.rolling(window='2D', min_periods=1).sum() + tm.assert_frame_equal(result, expected) + + expected = df.rolling(window=1).sum() + result = df.rolling(window='2D').sum() + tm.assert_frame_equal(result, expected) + + def test_min_periods(self): + + # compare for min_periods + df = self.regular + + # these slightly different + expected = df.rolling(2, min_periods=1).sum() + result = df.rolling('2s').sum() + tm.assert_frame_equal(result, expected) + + expected = df.rolling(2, min_periods=1).sum() + result = df.rolling('2s', min_periods=1).sum() + tm.assert_frame_equal(result, expected) + + def test_closed(self): + + # xref GH13965 + + df = DataFrame({'A': [1] * 5}, + index=[Timestamp('20130101 09:00:01'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:04'), + Timestamp('20130101 09:00:06')]) + + # closed must be 'right', 'left', 'both', 'neither' + with pytest.raises(ValueError): + self.regular.rolling(window='2s', closed="blabla") + + expected = df.copy() + expected["A"] = [1.0, 2, 2, 2, 1] + result = df.rolling('2s', closed='right').sum() + tm.assert_frame_equal(result, expected) + + # default should be 'right' + result = df.rolling('2s').sum() + tm.assert_frame_equal(result, expected) + + expected = df.copy() + expected["A"] = [1.0, 2, 3, 3, 2] + result = df.rolling('2s', closed='both').sum() + tm.assert_frame_equal(result, expected) + + expected = df.copy() + expected["A"] = [np.nan, 1.0, 2, 2, 1] + result = df.rolling('2s', closed='left').sum() + tm.assert_frame_equal(result, expected) + + expected = df.copy() + expected["A"] = [np.nan, 1.0, 1, 1, np.nan] + result = df.rolling('2s', closed='neither').sum() + tm.assert_frame_equal(result, expected) + + def test_ragged_sum(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 3, 7] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=2).sum() + expected = df.copy() + expected['B'] = [np.nan, np.nan, 3, np.nan, 7] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='3s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 5, 7] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='3s').sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 5, 7] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='4s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 6, 9] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='4s', min_periods=3).sum() + expected = df.copy() + expected['B'] = [np.nan, np.nan, 3, 6, 9] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 6, 10] + tm.assert_frame_equal(result, expected) + + def test_ragged_mean(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).mean() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).mean() + expected = df.copy() + expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] + tm.assert_frame_equal(result, expected) + + def test_ragged_median(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).median() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).median() + expected = df.copy() + expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] + tm.assert_frame_equal(result, expected) + + def test_ragged_quantile(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).quantile(0.5) + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).quantile(0.5) + expected = df.copy() + expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] + tm.assert_frame_equal(result, expected) + + def test_ragged_std(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).std(ddof=0) + expected = df.copy() + expected['B'] = [0.0] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='1s', min_periods=1).std(ddof=1) + expected = df.copy() + expected['B'] = [np.nan] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='3s', min_periods=1).std(ddof=0) + expected = df.copy() + expected['B'] = [0.0] + [0.5] * 4 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).std(ddof=1) + expected = df.copy() + expected['B'] = [np.nan, 0.707107, 1.0, 1.0, 1.290994] + tm.assert_frame_equal(result, expected) + + def test_ragged_var(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).var(ddof=0) + expected = df.copy() + expected['B'] = [0.0] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='1s', min_periods=1).var(ddof=1) + expected = df.copy() + expected['B'] = [np.nan] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='3s', min_periods=1).var(ddof=0) + expected = df.copy() + expected['B'] = [0.0] + [0.25] * 4 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).var(ddof=1) + expected = df.copy() + expected['B'] = [np.nan, 0.5, 1.0, 1.0, 1 + 2 / 3.] + tm.assert_frame_equal(result, expected) + + def test_ragged_skew(self): + + df = self.ragged + result = df.rolling(window='3s', min_periods=1).skew() + expected = df.copy() + expected['B'] = [np.nan] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).skew() + expected = df.copy() + expected['B'] = [np.nan] * 2 + [0.0, 0.0, 0.0] + tm.assert_frame_equal(result, expected) + + def test_ragged_kurt(self): + + df = self.ragged + result = df.rolling(window='3s', min_periods=1).kurt() + expected = df.copy() + expected['B'] = [np.nan] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).kurt() + expected = df.copy() + expected['B'] = [np.nan] * 4 + [-1.2] + tm.assert_frame_equal(result, expected) + + def test_ragged_count(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).count() + expected = df.copy() + expected['B'] = [1.0, 1, 1, 1, 1] + tm.assert_frame_equal(result, expected) + + df = self.ragged + result = df.rolling(window='1s').count() + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).count() + expected = df.copy() + expected['B'] = [1.0, 1, 2, 1, 2] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=2).count() + expected = df.copy() + expected['B'] = [np.nan, np.nan, 2, np.nan, 2] + tm.assert_frame_equal(result, expected) + + def test_regular_min(self): + + df = DataFrame({'A': pd.date_range('20130101', + periods=5, + freq='s'), + 'B': [0.0, 1, 2, 3, 4]}).set_index('A') + result = df.rolling('1s').min() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + df = DataFrame({'A': pd.date_range('20130101', + periods=5, + freq='s'), + 'B': [5, 4, 3, 4, 5]}).set_index('A') + + tm.assert_frame_equal(result, expected) + result = df.rolling('2s').min() + expected = df.copy() + expected['B'] = [5.0, 4, 3, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling('5s').min() + expected = df.copy() + expected['B'] = [5.0, 4, 3, 3, 3] + tm.assert_frame_equal(result, expected) + + def test_ragged_min(self): + + df = self.ragged + + result = df.rolling(window='1s', min_periods=1).min() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).min() + expected = df.copy() + expected['B'] = [0.0, 1, 1, 3, 3] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).min() + expected = df.copy() + expected['B'] = [0.0, 0, 0, 1, 1] + tm.assert_frame_equal(result, expected) + + def test_perf_min(self): + + N = 10000 + + dfp = DataFrame({'B': np.random.randn(N)}, + index=pd.date_range('20130101', + periods=N, + freq='s')) + expected = dfp.rolling(2, min_periods=1).min() + result = dfp.rolling('2s').min() + assert ((result - expected) < 0.01).all().bool() + + expected = dfp.rolling(200, min_periods=1).min() + result = dfp.rolling('200s').min() + assert ((result - expected) < 0.01).all().bool() + + def test_ragged_max(self): + + df = self.ragged + + result = df.rolling(window='1s', min_periods=1).max() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).max() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).max() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + def test_ragged_apply(self): + + df = self.ragged + + f = lambda x: 1 + result = df.rolling(window='1s', min_periods=1).apply(f) + expected = df.copy() + expected['B'] = 1. + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).apply(f) + expected = df.copy() + expected['B'] = 1. + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).apply(f) + expected = df.copy() + expected['B'] = 1. + tm.assert_frame_equal(result, expected) + + def test_all(self): + + # simple comparison of integer vs time-based windowing + df = self.regular * 2 + er = df.rolling(window=1) + r = df.rolling(window='1s') + + for f in ['sum', 'mean', 'count', 'median', 'std', + 'var', 'kurt', 'skew', 'min', 'max']: + + result = getattr(r, f)() + expected = getattr(er, f)() + tm.assert_frame_equal(result, expected) + + result = r.quantile(0.5) + expected = er.quantile(0.5) + tm.assert_frame_equal(result, expected) + + result = r.apply(lambda x: 1) + expected = er.apply(lambda x: 1) + tm.assert_frame_equal(result, expected) + + def test_all2(self): + + # more sophisticated comparison of integer vs. + # time-based windowing + df = DataFrame({'B': np.arange(50)}, + index=pd.date_range('20130101', + periods=50, freq='H') + ) + # in-range data + dft = df.between_time("09:00", "16:00") + + r = dft.rolling(window='5H') + + for f in ['sum', 'mean', 'count', 'median', 'std', + 'var', 'kurt', 'skew', 'min', 'max']: + + result = getattr(r, f)() + + # we need to roll the days separately + # to compare with a time-based roll + # finally groupby-apply will return a multi-index + # so we need to drop the day + def agg_by_day(x): + x = x.between_time("09:00", "16:00") + return getattr(x.rolling(5, min_periods=1), f)() + expected = df.groupby(df.index.day).apply( + agg_by_day).reset_index(level=0, drop=True) + + tm.assert_frame_equal(result, expected) + + def test_groupby_monotonic(self): + + # GH 15130 + # we don't need to validate monotonicity when grouping + + data = [ + ['David', '1/1/2015', 100], ['David', '1/5/2015', 500], + ['David', '5/30/2015', 50], ['David', '7/25/2015', 50], + ['Ryan', '1/4/2014', 100], ['Ryan', '1/19/2015', 500], + ['Ryan', '3/31/2016', 50], ['Joe', '7/1/2015', 100], + ['Joe', '9/9/2015', 500], ['Joe', '10/15/2015', 50]] + + df = DataFrame(data=data, columns=['name', 'date', 'amount']) + df['date'] = pd.to_datetime(df['date']) + + expected = df.set_index('date').groupby('name').apply( + lambda x: x.rolling('180D')['amount'].sum()) + result = df.groupby('name').rolling('180D', on='date')['amount'].sum() + tm.assert_series_equal(result, expected) + + def test_non_monotonic(self): + # GH 13966 (similar to #15130, closed by #15175) + + dates = pd.date_range(start='2016-01-01 09:30:00', + periods=20, freq='s') + df = DataFrame({'A': [1] * 20 + [2] * 12 + [3] * 8, + 'B': np.concatenate((dates, dates)), + 'C': np.arange(40)}) + + result = df.groupby('A').rolling('4s', on='B').C.mean() + expected = df.set_index('B').groupby('A').apply( + lambda x: x.rolling('4s')['C'].mean()) + tm.assert_series_equal(result, expected) + + df2 = df.sort_values('B') + result = df2.groupby('A').rolling('4s', on='B').C.mean() + tm.assert_series_equal(result, expected) + + def test_rolling_cov_offset(self): + # GH16058 + + idx = pd.date_range('2017-01-01', periods=24, freq='1h') + ss = Series(np.arange(len(idx)), index=idx) + + result = ss.rolling('2h').cov() + expected = Series([np.nan] + [0.5] * (len(idx) - 1), index=idx) + tm.assert_series_equal(result, expected) + + expected2 = ss.rolling(2, min_periods=1).cov() + tm.assert_series_equal(result, expected2) + + result = ss.rolling('3h').cov() + expected = Series([np.nan, 0.5] + [1.0] * (len(idx) - 2), index=idx) + tm.assert_series_equal(result, expected) + + expected2 = ss.rolling(3, min_periods=1).cov() + tm.assert_series_equal(result, expected2) From ac0f751213d95894a21bd6d1f95671705baa8b99 Mon Sep 17 00:00:00 2001 From: Gilberto Olimpio Date: Mon, 12 Feb 2018 22:51:54 -0200 Subject: [PATCH 19/19] =?UTF-8?q?Revert=20"Revert=20"documenta=C3=A7=C3=A3?= =?UTF-8?q?o""?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit This reverts commit 2a49a9ac13e862bd21a22c0f7c83c4837a574957. --- doc/andrews_curve_winter.png | Bin 0 -> 89733 bytes doc/andrews_curves.png | Bin 0 -> 100813 bytes doc/area_plot_stacked.png | Bin 0 -> 39014 bytes 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mode 100644 index dabdb1e8e689c..0000000000000 --- a/pandas/tests/test_window.py +++ /dev/null @@ -1,3755 +0,0 @@ -from itertools import product -import pytest -import warnings -from warnings import catch_warnings - -from datetime import datetime, timedelta -from numpy.random import randn -import numpy as np - -import pandas as pd -from pandas import (Series, DataFrame, bdate_range, - isna, notna, concat, Timestamp, Index) -import pandas.core.window as rwindow -import pandas.tseries.offsets as offsets -from pandas.core.base import SpecificationError -from pandas.errors import UnsupportedFunctionCall -from pandas.core.sorting import safe_sort -import pandas.util.testing as tm -import pandas.util._test_decorators as td -from pandas.compat import range, zip - -N, K = 100, 10 - - -def assert_equal(left, right): - if isinstance(left, Series): - tm.assert_series_equal(left, right) - else: - tm.assert_frame_equal(left, right) - - -class Base(object): - - _nan_locs = np.arange(20, 40) - _inf_locs = np.array([]) - - def _create_data(self): - arr = randn(N) - arr[self._nan_locs] = np.NaN - - self.arr = arr - self.rng = bdate_range(datetime(2009, 1, 1), periods=N) - self.series = Series(arr.copy(), index=self.rng) - self.frame = DataFrame(randn(N, K), index=self.rng, - columns=np.arange(K)) - - -class TestApi(Base): - - def setup_method(self, method): - self._create_data() - - def test_getitem(self): - - r = self.frame.rolling(window=5) - tm.assert_index_equal(r._selected_obj.columns, self.frame.columns) - - r = self.frame.rolling(window=5)[1] - assert r._selected_obj.name == self.frame.columns[1] - - # technically this is allowed - r = self.frame.rolling(window=5)[1, 3] - tm.assert_index_equal(r._selected_obj.columns, - self.frame.columns[[1, 3]]) - - r = self.frame.rolling(window=5)[[1, 3]] - tm.assert_index_equal(r._selected_obj.columns, - self.frame.columns[[1, 3]]) - - def test_select_bad_cols(self): - df = DataFrame([[1, 2]], columns=['A', 'B']) - g = df.rolling(window=5) - pytest.raises(KeyError, g.__getitem__, ['C']) # g[['C']] - - pytest.raises(KeyError, g.__getitem__, ['A', 'C']) # g[['A', 'C']] - with tm.assert_raises_regex(KeyError, '^[^A]+$'): - # A should not be referenced as a bad column... - # will have to rethink regex if you change message! - g[['A', 'C']] - - def test_attribute_access(self): - - df = DataFrame([[1, 2]], columns=['A', 'B']) - r = df.rolling(window=5) - tm.assert_series_equal(r.A.sum(), r['A'].sum()) - pytest.raises(AttributeError, lambda: r.F) - - def tests_skip_nuisance(self): - - df = DataFrame({'A': range(5), 'B': range(5, 10), 'C': 'foo'}) - - r = df.rolling(window=3) - result = r[['A', 'B']].sum() - expected = DataFrame({'A': [np.nan, np.nan, 3, 6, 9], - 'B': [np.nan, np.nan, 18, 21, 24]}, - columns=list('AB')) - tm.assert_frame_equal(result, expected) - - expected = concat([r[['A', 'B']].sum(), df[['C']]], axis=1) - result = r.sum() - tm.assert_frame_equal(result, expected, check_like=True) - - def test_agg(self): - df = DataFrame({'A': range(5), 'B': range(0, 10, 2)}) - - r = df.rolling(window=3) - a_mean = r['A'].mean() - a_std = r['A'].std() - a_sum = r['A'].sum() - b_mean = r['B'].mean() - b_std = r['B'].std() - b_sum = r['B'].sum() - - result = r.aggregate([np.mean, np.std]) - expected = concat([a_mean, a_std, b_mean, b_std], axis=1) - expected.columns = pd.MultiIndex.from_product([['A', 'B'], ['mean', - 'std']]) - tm.assert_frame_equal(result, expected) - - result = r.aggregate({'A': np.mean, 'B': np.std}) - - expected = concat([a_mean, b_std], axis=1) - tm.assert_frame_equal(result, expected, check_like=True) - - result = r.aggregate({'A': ['mean', 'std']}) - expected = concat([a_mean, a_std], axis=1) - expected.columns = pd.MultiIndex.from_tuples([('A', 'mean'), ('A', - 'std')]) - tm.assert_frame_equal(result, expected) - - result = r['A'].aggregate(['mean', 'sum']) - expected = concat([a_mean, a_sum], axis=1) - expected.columns = ['mean', 'sum'] - tm.assert_frame_equal(result, expected) - - with catch_warnings(record=True): - result = r.aggregate({'A': {'mean': 'mean', 'sum': 'sum'}}) - expected = concat([a_mean, a_sum], axis=1) - expected.columns = pd.MultiIndex.from_tuples([('A', 'mean'), - ('A', 'sum')]) - tm.assert_frame_equal(result, expected, check_like=True) - - with catch_warnings(record=True): - result = r.aggregate({'A': {'mean': 'mean', - 'sum': 'sum'}, - 'B': {'mean2': 'mean', - 'sum2': 'sum'}}) - expected = concat([a_mean, a_sum, b_mean, b_sum], axis=1) - exp_cols = [('A', 'mean'), ('A', 'sum'), ('B', 'mean2'), ('B', 'sum2')] - expected.columns = pd.MultiIndex.from_tuples(exp_cols) - tm.assert_frame_equal(result, expected, check_like=True) - - result = r.aggregate({'A': ['mean', 'std'], 'B': ['mean', 'std']}) - expected = concat([a_mean, a_std, b_mean, b_std], axis=1) - - exp_cols = [('A', 'mean'), ('A', 'std'), ('B', 'mean'), ('B', 'std')] - expected.columns = pd.MultiIndex.from_tuples(exp_cols) - tm.assert_frame_equal(result, expected, check_like=True) - - # passed lambda - result = r.agg({'A': np.sum, 'B': lambda x: np.std(x, ddof=1)}) - rcustom = r['B'].apply(lambda x: np.std(x, ddof=1)) - expected = concat([a_sum, rcustom], axis=1) - tm.assert_frame_equal(result, expected, check_like=True) - - def test_agg_consistency(self): - - df = DataFrame({'A': range(5), 'B': range(0, 10, 2)}) - r = df.rolling(window=3) - - result = r.agg([np.sum, np.mean]).columns - expected = pd.MultiIndex.from_product([list('AB'), ['sum', 'mean']]) - tm.assert_index_equal(result, expected) - - result = r['A'].agg([np.sum, np.mean]).columns - expected = Index(['sum', 'mean']) - tm.assert_index_equal(result, expected) - - result = r.agg({'A': [np.sum, np.mean]}).columns - expected = pd.MultiIndex.from_tuples([('A', 'sum'), ('A', 'mean')]) - tm.assert_index_equal(result, expected) - - def test_agg_nested_dicts(self): - - # API change for disallowing these types of nested dicts - df = DataFrame({'A': range(5), 'B': range(0, 10, 2)}) - r = df.rolling(window=3) - - def f(): - r.aggregate({'r1': {'A': ['mean', 'sum']}, - 'r2': {'B': ['mean', 'sum']}}) - - pytest.raises(SpecificationError, f) - - expected = concat([r['A'].mean(), r['A'].std(), - r['B'].mean(), r['B'].std()], axis=1) - expected.columns = pd.MultiIndex.from_tuples([('ra', 'mean'), ( - 'ra', 'std'), ('rb', 'mean'), ('rb', 'std')]) - with catch_warnings(record=True): - result = r[['A', 'B']].agg({'A': {'ra': ['mean', 'std']}, - 'B': {'rb': ['mean', 'std']}}) - tm.assert_frame_equal(result, expected, check_like=True) - - with catch_warnings(record=True): - result = r.agg({'A': {'ra': ['mean', 'std']}, - 'B': {'rb': ['mean', 'std']}}) - expected.columns = pd.MultiIndex.from_tuples([('A', 'ra', 'mean'), ( - 'A', 'ra', 'std'), ('B', 'rb', 'mean'), ('B', 'rb', 'std')]) - tm.assert_frame_equal(result, expected, check_like=True) - - def test_count_nonnumeric_types(self): - # GH12541 - cols = ['int', 'float', 'string', 'datetime', 'timedelta', 'periods', - 'fl_inf', 'fl_nan', 'str_nan', 'dt_nat', 'periods_nat'] - - df = DataFrame( - {'int': [1, 2, 3], - 'float': [4., 5., 6.], - 'string': list('abc'), - 'datetime': pd.date_range('20170101', periods=3), - 'timedelta': pd.timedelta_range('1 s', periods=3, freq='s'), - 'periods': [pd.Period('2012-01'), pd.Period('2012-02'), - pd.Period('2012-03')], - 'fl_inf': [1., 2., np.Inf], - 'fl_nan': [1., 2., np.NaN], - 'str_nan': ['aa', 'bb', np.NaN], - 'dt_nat': [Timestamp('20170101'), Timestamp('20170203'), - Timestamp(None)], - 'periods_nat': [pd.Period('2012-01'), pd.Period('2012-02'), - pd.Period(None)]}, - columns=cols) - - expected = DataFrame( - {'int': [1., 2., 2.], - 'float': [1., 2., 2.], - 'string': [1., 2., 2.], - 'datetime': [1., 2., 2.], - 'timedelta': [1., 2., 2.], - 'periods': [1., 2., 2.], - 'fl_inf': [1., 2., 2.], - 'fl_nan': [1., 2., 1.], - 'str_nan': [1., 2., 1.], - 'dt_nat': [1., 2., 1.], - 'periods_nat': [1., 2., 1.]}, - columns=cols) - - result = df.rolling(window=2).count() - tm.assert_frame_equal(result, expected) - - result = df.rolling(1).count() - expected = df.notna().astype(float) - tm.assert_frame_equal(result, expected) - - @td.skip_if_no_scipy - def test_window_with_args(self): - # make sure that we are aggregating window functions correctly with arg - r = Series(np.random.randn(100)).rolling(window=10, min_periods=1, - win_type='gaussian') - expected = concat([r.mean(std=10), r.mean(std=.01)], axis=1) - expected.columns = ['', ''] - result = r.aggregate([lambda x: x.mean(std=10), - lambda x: x.mean(std=.01)]) - tm.assert_frame_equal(result, expected) - - def a(x): - return x.mean(std=10) - - def b(x): - return x.mean(std=0.01) - - expected = concat([r.mean(std=10), r.mean(std=.01)], axis=1) - expected.columns = ['a', 'b'] - result = r.aggregate([a, b]) - tm.assert_frame_equal(result, expected) - - def test_preserve_metadata(self): - # GH 10565 - s = Series(np.arange(100), name='foo') - - s2 = s.rolling(30).sum() - s3 = s.rolling(20).sum() - assert s2.name == 'foo' - assert s3.name == 'foo' - - -class TestWindow(Base): - - def setup_method(self, method): - self._create_data() - - @td.skip_if_no_scipy - def test_constructor(self): - # GH 12669 - - for o in [self.series, self.frame]: - c = o.rolling - - # valid - c(win_type='boxcar', window=2, min_periods=1) - c(win_type='boxcar', window=2, min_periods=1, center=True) - c(win_type='boxcar', window=2, min_periods=1, center=False) - - for wt in ['boxcar', 'triang', 'blackman', 'hamming', 'bartlett', - 'bohman', 'blackmanharris', 'nuttall', 'barthann']: - c(win_type=wt, window=2) - - # not valid - for w in [2., 'foo', np.array([2])]: - with pytest.raises(ValueError): - c(win_type='boxcar', window=2, min_periods=w) - with pytest.raises(ValueError): - c(win_type='boxcar', window=2, min_periods=1, center=w) - - for wt in ['foobar', 1]: - with pytest.raises(ValueError): - c(win_type=wt, window=2) - - def test_numpy_compat(self): - # see gh-12811 - w = rwindow.Window(Series([2, 4, 6]), window=[0, 2]) - - msg = "numpy operations are not valid with window objects" - - for func in ('sum', 'mean'): - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(w, func), 1, 2, 3) - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(w, func), dtype=np.float64) - - -class TestRolling(Base): - - def setup_method(self, method): - self._create_data() - - def test_doc_string(self): - - df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) - df - df.rolling(2).sum() - df.rolling(2, min_periods=1).sum() - - def test_constructor(self): - # GH 12669 - - for o in [self.series, self.frame]: - c = o.rolling - - # valid - c(window=2) - c(window=2, min_periods=1) - c(window=2, min_periods=1, center=True) - c(window=2, min_periods=1, center=False) - - # GH 13383 - c(0) - with pytest.raises(ValueError): - c(-1) - - # not valid - for w in [2., 'foo', np.array([2])]: - with pytest.raises(ValueError): - c(window=w) - with pytest.raises(ValueError): - c(window=2, min_periods=w) - with pytest.raises(ValueError): - c(window=2, min_periods=1, center=w) - - @td.skip_if_no_scipy - def test_constructor_with_win_type(self): - # GH 13383 - for o in [self.series, self.frame]: - c = o.rolling - c(0, win_type='boxcar') - with pytest.raises(ValueError): - c(-1, win_type='boxcar') - - def test_constructor_with_timedelta_window(self): - # GH 15440 - n = 10 - df = DataFrame({'value': np.arange(n)}, - index=pd.date_range('2015-12-24', periods=n, freq="D")) - expected_data = np.append([0., 1.], np.arange(3., 27., 3)) - for window in [timedelta(days=3), pd.Timedelta(days=3)]: - result = df.rolling(window=window).sum() - expected = DataFrame({'value': expected_data}, - index=pd.date_range('2015-12-24', periods=n, - freq="D")) - tm.assert_frame_equal(result, expected) - expected = df.rolling('3D').sum() - tm.assert_frame_equal(result, expected) - - @pytest.mark.parametrize( - 'window', [timedelta(days=3), pd.Timedelta(days=3), '3D']) - def test_constructor_with_timedelta_window_and_minperiods(self, window): - # GH 15305 - n = 10 - df = DataFrame({'value': np.arange(n)}, - index=pd.date_range('2017-08-08', periods=n, freq="D")) - expected = DataFrame( - {'value': np.append([np.NaN, 1.], np.arange(3., 27., 3))}, - index=pd.date_range('2017-08-08', periods=n, freq="D")) - result_roll_sum = df.rolling(window=window, min_periods=2).sum() - result_roll_generic = df.rolling(window=window, - min_periods=2).apply(sum) - tm.assert_frame_equal(result_roll_sum, expected) - tm.assert_frame_equal(result_roll_generic, expected) - - def test_numpy_compat(self): - # see gh-12811 - r = rwindow.Rolling(Series([2, 4, 6]), window=2) - - msg = "numpy operations are not valid with window objects" - - for func in ('std', 'mean', 'sum', 'max', 'min', 'var'): - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(r, func), 1, 2, 3) - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(r, func), dtype=np.float64) - - def test_closed(self): - df = DataFrame({'A': [0, 1, 2, 3, 4]}) - # closed only allowed for datetimelike - with pytest.raises(ValueError): - df.rolling(window=3, closed='neither') - - @pytest.mark.parametrize('roller', ['1s', 1]) - def tests_empty_df_rolling(self, roller): - # GH 15819 Verifies that datetime and integer rolling windows can be - # applied to empty DataFrames - expected = DataFrame() - result = DataFrame().rolling(roller).sum() - tm.assert_frame_equal(result, expected) - - # Verifies that datetime and integer rolling windows can be applied to - # empty DataFrames with datetime index - expected = DataFrame(index=pd.DatetimeIndex([])) - result = DataFrame(index=pd.DatetimeIndex([])).rolling(roller).sum() - tm.assert_frame_equal(result, expected) - - def test_missing_minp_zero(self): - # https://github.com/pandas-dev/pandas/pull/18921 - # minp=0 - x = pd.Series([np.nan]) - result = x.rolling(1, min_periods=0).sum() - expected = pd.Series([0.0]) - tm.assert_series_equal(result, expected) - - # minp=1 - result = x.rolling(1, min_periods=1).sum() - expected = pd.Series([np.nan]) - tm.assert_series_equal(result, expected) - - def test_missing_minp_zero_variable(self): - # https://github.com/pandas-dev/pandas/pull/18921 - x = pd.Series([np.nan] * 4, - index=pd.DatetimeIndex(['2017-01-01', '2017-01-04', - '2017-01-06', '2017-01-07'])) - result = x.rolling(pd.Timedelta("2d"), min_periods=0).sum() - expected = pd.Series(0.0, index=x.index) - tm.assert_series_equal(result, expected) - - def test_multi_index_names(self): - - # GH 16789, 16825 - cols = pd.MultiIndex.from_product([['A', 'B'], ['C', 'D', 'E']], - names=['1', '2']) - df = DataFrame(np.ones((10, 6)), columns=cols) - result = df.rolling(3).cov() - - tm.assert_index_equal(result.columns, df.columns) - assert result.index.names == [None, '1', '2'] - - -class TestExpanding(Base): - - def setup_method(self, method): - self._create_data() - - def test_doc_string(self): - - df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) - df - df.expanding(2).sum() - - def test_constructor(self): - # GH 12669 - - for o in [self.series, self.frame]: - c = o.expanding - - # valid - c(min_periods=1) - c(min_periods=1, center=True) - c(min_periods=1, center=False) - - # not valid - for w in [2., 'foo', np.array([2])]: - with pytest.raises(ValueError): - c(min_periods=w) - with pytest.raises(ValueError): - c(min_periods=1, center=w) - - def test_numpy_compat(self): - # see gh-12811 - e = rwindow.Expanding(Series([2, 4, 6]), window=2) - - msg = "numpy operations are not valid with window objects" - - for func in ('std', 'mean', 'sum', 'max', 'min', 'var'): - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(e, func), 1, 2, 3) - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(e, func), dtype=np.float64) - - @pytest.mark.parametrize( - 'expander', - [1, pytest.param('ls', marks=pytest.mark.xfail( - reason='GH 16425 expanding with ' - 'offset not supported'))]) - def test_empty_df_expanding(self, expander): - # GH 15819 Verifies that datetime and integer expanding windows can be - # applied to empty DataFrames - - expected = DataFrame() - result = DataFrame().expanding(expander).sum() - tm.assert_frame_equal(result, expected) - - # Verifies that datetime and integer expanding windows can be applied - # to empty DataFrames with datetime index - expected = DataFrame(index=pd.DatetimeIndex([])) - result = DataFrame( - index=pd.DatetimeIndex([])).expanding(expander).sum() - tm.assert_frame_equal(result, expected) - - def test_missing_minp_zero(self): - # https://github.com/pandas-dev/pandas/pull/18921 - # minp=0 - x = pd.Series([np.nan]) - result = x.expanding(min_periods=0).sum() - expected = pd.Series([0.0]) - tm.assert_series_equal(result, expected) - - # minp=1 - result = x.expanding(min_periods=1).sum() - expected = pd.Series([np.nan]) - tm.assert_series_equal(result, expected) - - -class TestEWM(Base): - - def setup_method(self, method): - self._create_data() - - def test_doc_string(self): - - df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) - df - df.ewm(com=0.5).mean() - - def test_constructor(self): - for o in [self.series, self.frame]: - c = o.ewm - - # valid - c(com=0.5) - c(span=1.5) - c(alpha=0.5) - c(halflife=0.75) - c(com=0.5, span=None) - c(alpha=0.5, com=None) - c(halflife=0.75, alpha=None) - - # not valid: mutually exclusive - with pytest.raises(ValueError): - c(com=0.5, alpha=0.5) - with pytest.raises(ValueError): - c(span=1.5, halflife=0.75) - with pytest.raises(ValueError): - c(alpha=0.5, span=1.5) - - # not valid: com < 0 - with pytest.raises(ValueError): - c(com=-0.5) - - # not valid: span < 1 - with pytest.raises(ValueError): - c(span=0.5) - - # not valid: halflife <= 0 - with pytest.raises(ValueError): - c(halflife=0) - - # not valid: alpha <= 0 or alpha > 1 - for alpha in (-0.5, 1.5): - with pytest.raises(ValueError): - c(alpha=alpha) - - def test_numpy_compat(self): - # see gh-12811 - e = rwindow.EWM(Series([2, 4, 6]), alpha=0.5) - - msg = "numpy operations are not valid with window objects" - - for func in ('std', 'mean', 'var'): - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(e, func), 1, 2, 3) - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(e, func), dtype=np.float64) - - -# gh-12373 : rolling functions error on float32 data -# make sure rolling functions works for different dtypes -# -# NOTE that these are yielded tests and so _create_data -# is explicitly called. -# -# further note that we are only checking rolling for fully dtype -# compliance (though both expanding and ewm inherit) -class Dtype(object): - window = 2 - - funcs = { - 'count': lambda v: v.count(), - 'max': lambda v: v.max(), - 'min': lambda v: v.min(), - 'sum': lambda v: v.sum(), - 'mean': lambda v: v.mean(), - 'std': lambda v: v.std(), - 'var': lambda v: v.var(), - 'median': lambda v: v.median() - } - - def get_expects(self): - expects = { - 'sr1': { - 'count': Series([1, 2, 2, 2, 2], dtype='float64'), - 'max': Series([np.nan, 1, 2, 3, 4], dtype='float64'), - 'min': Series([np.nan, 0, 1, 2, 3], dtype='float64'), - 'sum': Series([np.nan, 1, 3, 5, 7], dtype='float64'), - 'mean': Series([np.nan, .5, 1.5, 2.5, 3.5], dtype='float64'), - 'std': Series([np.nan] + [np.sqrt(.5)] * 4, dtype='float64'), - 'var': Series([np.nan, .5, .5, .5, .5], dtype='float64'), - 'median': Series([np.nan, .5, 1.5, 2.5, 3.5], dtype='float64') - }, - 'sr2': { - 'count': Series([1, 2, 2, 2, 2], dtype='float64'), - 'max': Series([np.nan, 10, 8, 6, 4], dtype='float64'), - 'min': Series([np.nan, 8, 6, 4, 2], dtype='float64'), - 'sum': Series([np.nan, 18, 14, 10, 6], dtype='float64'), - 'mean': Series([np.nan, 9, 7, 5, 3], dtype='float64'), - 'std': Series([np.nan] + [np.sqrt(2)] * 4, dtype='float64'), - 'var': Series([np.nan, 2, 2, 2, 2], dtype='float64'), - 'median': Series([np.nan, 9, 7, 5, 3], dtype='float64') - }, - 'df': { - 'count': DataFrame({0: Series([1, 2, 2, 2, 2]), - 1: Series([1, 2, 2, 2, 2])}, - dtype='float64'), - 'max': DataFrame({0: Series([np.nan, 2, 4, 6, 8]), - 1: Series([np.nan, 3, 5, 7, 9])}, - dtype='float64'), - 'min': DataFrame({0: Series([np.nan, 0, 2, 4, 6]), - 1: Series([np.nan, 1, 3, 5, 7])}, - dtype='float64'), - 'sum': DataFrame({0: Series([np.nan, 2, 6, 10, 14]), - 1: Series([np.nan, 4, 8, 12, 16])}, - dtype='float64'), - 'mean': DataFrame({0: Series([np.nan, 1, 3, 5, 7]), - 1: Series([np.nan, 2, 4, 6, 8])}, - dtype='float64'), - 'std': DataFrame({0: Series([np.nan] + [np.sqrt(2)] * 4), - 1: Series([np.nan] + [np.sqrt(2)] * 4)}, - dtype='float64'), - 'var': DataFrame({0: Series([np.nan, 2, 2, 2, 2]), - 1: Series([np.nan, 2, 2, 2, 2])}, - dtype='float64'), - 'median': DataFrame({0: Series([np.nan, 1, 3, 5, 7]), - 1: Series([np.nan, 2, 4, 6, 8])}, - dtype='float64'), - } - } - return expects - - def _create_dtype_data(self, dtype): - sr1 = Series(np.arange(5), dtype=dtype) - sr2 = Series(np.arange(10, 0, -2), dtype=dtype) - df = DataFrame(np.arange(10).reshape((5, 2)), dtype=dtype) - - data = { - 'sr1': sr1, - 'sr2': sr2, - 'df': df - } - - return data - - def _create_data(self): - self.data = self._create_dtype_data(self.dtype) - self.expects = self.get_expects() - - def test_dtypes(self): - self._create_data() - for f_name, d_name in product(self.funcs.keys(), self.data.keys()): - - f = self.funcs[f_name] - d = self.data[d_name] - exp = self.expects[d_name][f_name] - self.check_dtypes(f, f_name, d, d_name, exp) - - def check_dtypes(self, f, f_name, d, d_name, exp): - roll = d.rolling(window=self.window) - result = f(roll) - tm.assert_almost_equal(result, exp) - - -class TestDtype_object(Dtype): - dtype = object - - -class Dtype_integer(Dtype): - pass - - -class TestDtype_int8(Dtype_integer): - dtype = np.int8 - - -class TestDtype_int16(Dtype_integer): - dtype = np.int16 - - -class TestDtype_int32(Dtype_integer): - dtype = np.int32 - - -class TestDtype_int64(Dtype_integer): - dtype = np.int64 - - -class Dtype_uinteger(Dtype): - pass - - -class TestDtype_uint8(Dtype_uinteger): - dtype = np.uint8 - - -class TestDtype_uint16(Dtype_uinteger): - dtype = np.uint16 - - -class TestDtype_uint32(Dtype_uinteger): - dtype = np.uint32 - - -class TestDtype_uint64(Dtype_uinteger): - dtype = np.uint64 - - -class Dtype_float(Dtype): - pass - - -class TestDtype_float16(Dtype_float): - dtype = np.float16 - - -class TestDtype_float32(Dtype_float): - dtype = np.float32 - - -class TestDtype_float64(Dtype_float): - dtype = np.float64 - - -class TestDtype_category(Dtype): - dtype = 'category' - include_df = False - - def _create_dtype_data(self, dtype): - sr1 = Series(range(5), dtype=dtype) - sr2 = Series(range(10, 0, -2), dtype=dtype) - - data = { - 'sr1': sr1, - 'sr2': sr2 - } - - return data - - -class DatetimeLike(Dtype): - - def check_dtypes(self, f, f_name, d, d_name, exp): - - roll = d.rolling(window=self.window) - - if f_name == 'count': - result = f(roll) - tm.assert_almost_equal(result, exp) - - else: - - # other methods not Implemented ATM - with pytest.raises(NotImplementedError): - f(roll) - - -class TestDtype_timedelta(DatetimeLike): - dtype = np.dtype('m8[ns]') - - -class TestDtype_datetime(DatetimeLike): - dtype = np.dtype('M8[ns]') - - -class TestDtype_datetime64UTC(DatetimeLike): - dtype = 'datetime64[ns, UTC]' - - def _create_data(self): - pytest.skip("direct creation of extension dtype " - "datetime64[ns, UTC] is not supported ATM") - - -class TestMoments(Base): - - def setup_method(self, method): - self._create_data() - - def test_centered_axis_validation(self): - - # ok - Series(np.ones(10)).rolling(window=3, center=True, axis=0).mean() - - # bad axis - with pytest.raises(ValueError): - Series(np.ones(10)).rolling(window=3, center=True, axis=1).mean() - - # ok ok - DataFrame(np.ones((10, 10))).rolling(window=3, center=True, - axis=0).mean() - DataFrame(np.ones((10, 10))).rolling(window=3, center=True, - axis=1).mean() - - # bad axis - with pytest.raises(ValueError): - (DataFrame(np.ones((10, 10))) - .rolling(window=3, center=True, axis=2).mean()) - - def test_rolling_sum(self): - self._check_moment_func(np.nansum, name='sum', - zero_min_periods_equal=False) - - def test_rolling_count(self): - counter = lambda x: np.isfinite(x).astype(float).sum() - self._check_moment_func(counter, name='count', has_min_periods=False, - fill_value=0) - - def test_rolling_mean(self): - self._check_moment_func(np.mean, name='mean') - - @td.skip_if_no_scipy - def test_cmov_mean(self): - # GH 8238 - vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, - 10.63, 14.48]) - result = Series(vals).rolling(5, center=True).mean() - expected = Series([np.nan, np.nan, 9.962, 11.27, 11.564, 12.516, - 12.818, 12.952, np.nan, np.nan]) - tm.assert_series_equal(expected, result) - - @td.skip_if_no_scipy - def test_cmov_window(self): - # GH 8238 - vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, - 10.63, 14.48]) - result = Series(vals).rolling(5, win_type='boxcar', center=True).mean() - expected = Series([np.nan, np.nan, 9.962, 11.27, 11.564, 12.516, - 12.818, 12.952, np.nan, np.nan]) - tm.assert_series_equal(expected, result) - - @td.skip_if_no_scipy - def test_cmov_window_corner(self): - # GH 8238 - # all nan - vals = pd.Series([np.nan] * 10) - result = vals.rolling(5, center=True, win_type='boxcar').mean() - assert np.isnan(result).all() - - # empty - vals = pd.Series([]) - result = vals.rolling(5, center=True, win_type='boxcar').mean() - assert len(result) == 0 - - # shorter than window - vals = pd.Series(np.random.randn(5)) - result = vals.rolling(10, win_type='boxcar').mean() - assert np.isnan(result).all() - assert len(result) == 5 - - @td.skip_if_no_scipy - def test_cmov_window_frame(self): - # Gh 8238 - vals = np.array([[12.18, 3.64], [10.18, 9.16], [13.24, 14.61], - [4.51, 8.11], [6.15, 11.44], [9.14, 6.21], - [11.31, 10.67], [2.94, 6.51], [9.42, 8.39], [12.44, - 7.34]]) - - xp = np.array([[np.nan, np.nan], [np.nan, np.nan], [9.252, 9.392], - [8.644, 9.906], [8.87, 10.208], [6.81, 8.588], - [7.792, 8.644], [9.05, 7.824], [np.nan, np.nan - ], [np.nan, np.nan]]) - - # DataFrame - rs = DataFrame(vals).rolling(5, win_type='boxcar', center=True).mean() - tm.assert_frame_equal(DataFrame(xp), rs) - - # invalid method - with pytest.raises(AttributeError): - (DataFrame(vals).rolling(5, win_type='boxcar', center=True) - .std()) - - # sum - xp = np.array([[np.nan, np.nan], [np.nan, np.nan], [46.26, 46.96], - [43.22, 49.53], [44.35, 51.04], [34.05, 42.94], - [38.96, 43.22], [45.25, 39.12], [np.nan, np.nan - ], [np.nan, np.nan]]) - - rs = DataFrame(vals).rolling(5, win_type='boxcar', center=True).sum() - tm.assert_frame_equal(DataFrame(xp), rs) - - @td.skip_if_no_scipy - def test_cmov_window_na_min_periods(self): - # min_periods - vals = Series(np.random.randn(10)) - vals[4] = np.nan - vals[8] = np.nan - - xp = vals.rolling(5, min_periods=4, center=True).mean() - rs = vals.rolling(5, win_type='boxcar', min_periods=4, - center=True).mean() - tm.assert_series_equal(xp, rs) - - @td.skip_if_no_scipy - def test_cmov_window_regular(self): - # GH 8238 - win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', - 'blackmanharris', 'nuttall', 'barthann'] - - vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, - 10.63, 14.48]) - xps = { - 'hamming': [np.nan, np.nan, 8.71384, 9.56348, 12.38009, 14.03687, - 13.8567, 11.81473, np.nan, np.nan], - 'triang': [np.nan, np.nan, 9.28667, 10.34667, 12.00556, 13.33889, - 13.38, 12.33667, np.nan, np.nan], - 'barthann': [np.nan, np.nan, 8.4425, 9.1925, 12.5575, 14.3675, - 14.0825, 11.5675, np.nan, np.nan], - 'bohman': [np.nan, np.nan, 7.61599, 9.1764, 12.83559, 14.17267, - 14.65923, 11.10401, np.nan, np.nan], - 'blackmanharris': [np.nan, np.nan, 6.97691, 9.16438, 13.05052, - 14.02156, 15.10512, 10.74574, np.nan, np.nan], - 'nuttall': [np.nan, np.nan, 7.04618, 9.16786, 13.02671, 14.03559, - 15.05657, 10.78514, np.nan, np.nan], - 'blackman': [np.nan, np.nan, 7.73345, 9.17869, 12.79607, 14.20036, - 14.57726, 11.16988, np.nan, np.nan], - 'bartlett': [np.nan, np.nan, 8.4425, 9.1925, 12.5575, 14.3675, - 14.0825, 11.5675, np.nan, np.nan] - } - - for wt in win_types: - xp = Series(xps[wt]) - rs = Series(vals).rolling(5, win_type=wt, center=True).mean() - tm.assert_series_equal(xp, rs) - - @td.skip_if_no_scipy - def test_cmov_window_regular_linear_range(self): - # GH 8238 - win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', - 'blackmanharris', 'nuttall', 'barthann'] - - vals = np.array(range(10), dtype=np.float) - xp = vals.copy() - xp[:2] = np.nan - xp[-2:] = np.nan - xp = Series(xp) - - for wt in win_types: - rs = Series(vals).rolling(5, win_type=wt, center=True).mean() - tm.assert_series_equal(xp, rs) - - @td.skip_if_no_scipy - def test_cmov_window_regular_missing_data(self): - # GH 8238 - win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', - 'blackmanharris', 'nuttall', 'barthann'] - - vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, np.nan, - 10.63, 14.48]) - xps = { - 'bartlett': [np.nan, np.nan, 9.70333, 10.5225, 8.4425, 9.1925, - 12.5575, 14.3675, 15.61667, 13.655], - 'blackman': [np.nan, np.nan, 9.04582, 11.41536, 7.73345, 9.17869, - 12.79607, 14.20036, 15.8706, 13.655], - 'barthann': [np.nan, np.nan, 9.70333, 10.5225, 8.4425, 9.1925, - 12.5575, 14.3675, 15.61667, 13.655], - 'bohman': [np.nan, np.nan, 8.9444, 11.56327, 7.61599, 9.1764, - 12.83559, 14.17267, 15.90976, 13.655], - 'hamming': [np.nan, np.nan, 9.59321, 10.29694, 8.71384, 9.56348, - 12.38009, 14.20565, 15.24694, 13.69758], - 'nuttall': [np.nan, np.nan, 8.47693, 12.2821, 7.04618, 9.16786, - 13.02671, 14.03673, 16.08759, 13.65553], - 'triang': [np.nan, np.nan, 9.33167, 9.76125, 9.28667, 10.34667, - 12.00556, 13.82125, 14.49429, 13.765], - 'blackmanharris': [np.nan, np.nan, 8.42526, 12.36824, 6.97691, - 9.16438, 13.05052, 14.02175, 16.1098, 13.65509] - } - - for wt in win_types: - xp = Series(xps[wt]) - rs = Series(vals).rolling(5, win_type=wt, min_periods=3).mean() - tm.assert_series_equal(xp, rs) - - @td.skip_if_no_scipy - def test_cmov_window_special(self): - # GH 8238 - win_types = ['kaiser', 'gaussian', 'general_gaussian', 'slepian'] - kwds = [{'beta': 1.}, {'std': 1.}, {'power': 2., - 'width': 2.}, {'width': 0.5}] - - vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, - 10.63, 14.48]) - - xps = { - 'gaussian': [np.nan, np.nan, 8.97297, 9.76077, 12.24763, 13.89053, - 13.65671, 12.01002, np.nan, np.nan], - 'general_gaussian': [np.nan, np.nan, 9.85011, 10.71589, 11.73161, - 13.08516, 12.95111, 12.74577, np.nan, np.nan], - 'slepian': [np.nan, np.nan, 9.81073, 10.89359, 11.70284, 12.88331, - 12.96079, 12.77008, np.nan, np.nan], - 'kaiser': [np.nan, np.nan, 9.86851, 11.02969, 11.65161, 12.75129, - 12.90702, 12.83757, np.nan, np.nan] - } - - for wt, k in zip(win_types, kwds): - xp = Series(xps[wt]) - rs = Series(vals).rolling(5, win_type=wt, center=True).mean(**k) - tm.assert_series_equal(xp, rs) - - @td.skip_if_no_scipy - def test_cmov_window_special_linear_range(self): - # GH 8238 - win_types = ['kaiser', 'gaussian', 'general_gaussian', 'slepian'] - kwds = [{'beta': 1.}, {'std': 1.}, {'power': 2., - 'width': 2.}, {'width': 0.5}] - - vals = np.array(range(10), dtype=np.float) - xp = vals.copy() - xp[:2] = np.nan - xp[-2:] = np.nan - xp = Series(xp) - - for wt, k in zip(win_types, kwds): - rs = Series(vals).rolling(5, win_type=wt, center=True).mean(**k) - tm.assert_series_equal(xp, rs) - - def test_rolling_median(self): - self._check_moment_func(np.median, name='median') - - def test_rolling_min(self): - self._check_moment_func(np.min, name='min') - - a = pd.Series([1, 2, 3, 4, 5]) - result = a.rolling(window=100, min_periods=1).min() - expected = pd.Series(np.ones(len(a))) - tm.assert_series_equal(result, expected) - - with pytest.raises(ValueError): - pd.Series([1, 2, 3]).rolling(window=3, min_periods=5).min() - - def test_rolling_max(self): - self._check_moment_func(np.max, name='max') - - a = pd.Series([1, 2, 3, 4, 5], dtype=np.float64) - b = a.rolling(window=100, min_periods=1).max() - tm.assert_almost_equal(a, b) - - with pytest.raises(ValueError): - pd.Series([1, 2, 3]).rolling(window=3, min_periods=5).max() - - @pytest.mark.parametrize('q', [0.0, .1, .5, .9, 1.0]) - def test_rolling_quantile(self, q): - - def scoreatpercentile(a, per): - values = np.sort(a, axis=0) - - idx = int(per / 1. * (values.shape[0] - 1)) - - if idx == values.shape[0] - 1: - retval = values[-1] - - else: - qlow = float(idx) / float(values.shape[0] - 1) - qhig = float(idx + 1) / float(values.shape[0] - 1) - vlow = values[idx] - vhig = values[idx + 1] - retval = vlow + (vhig - vlow) * (per - qlow) / (qhig - qlow) - - return retval - - def quantile_func(x): - return scoreatpercentile(x, q) - - self._check_moment_func(quantile_func, name='quantile', - quantile=q) - - def test_rolling_quantile_np_percentile(self): - # #9413: Tests that rolling window's quantile default behavior - # is analogus to Numpy's percentile - row = 10 - col = 5 - idx = pd.date_range('20100101', periods=row, freq='B') - df = DataFrame(np.random.rand(row * col).reshape((row, -1)), index=idx) - - df_quantile = df.quantile([0.25, 0.5, 0.75], axis=0) - np_percentile = np.percentile(df, [25, 50, 75], axis=0) - - tm.assert_almost_equal(df_quantile.values, np.array(np_percentile)) - - def test_rolling_quantile_series(self): - # #16211: Tests that rolling window's quantile default behavior - # is analogus to Series' quantile - arr = np.arange(100) - s = Series(arr) - q1 = s.quantile(0.1) - q2 = s.rolling(100).quantile(0.1).iloc[-1] - - tm.assert_almost_equal(q1, q2) - - def test_rolling_quantile_param(self): - ser = Series([0.0, .1, .5, .9, 1.0]) - - with pytest.raises(ValueError): - ser.rolling(3).quantile(-0.1) - - with pytest.raises(ValueError): - ser.rolling(3).quantile(10.0) - - with pytest.raises(TypeError): - ser.rolling(3).quantile('foo') - - def test_rolling_apply(self): - # suppress warnings about empty slices, as we are deliberately testing - # with a 0-length Series - with warnings.catch_warnings(): - warnings.filterwarnings("ignore", - message=".*(empty slice|0 for slice).*", - category=RuntimeWarning) - - ser = Series([]) - tm.assert_series_equal(ser, - ser.rolling(10).apply(lambda x: x.mean())) - - def f(x): - return x[np.isfinite(x)].mean() - - self._check_moment_func(np.mean, name='apply', func=f) - - # GH 8080 - s = Series([None, None, None]) - result = s.rolling(2, min_periods=0).apply(lambda x: len(x)) - expected = Series([1., 2., 2.]) - tm.assert_series_equal(result, expected) - - result = s.rolling(2, min_periods=0).apply(len) - tm.assert_series_equal(result, expected) - - def test_rolling_apply_out_of_bounds(self): - # #1850 - vals = pd.Series([1, 2, 3, 4]) - - result = vals.rolling(10).apply(np.sum) - assert result.isna().all() - - result = vals.rolling(10, min_periods=1).apply(np.sum) - expected = pd.Series([1, 3, 6, 10], dtype=float) - tm.assert_almost_equal(result, expected) - - def test_rolling_std(self): - self._check_moment_func(lambda x: np.std(x, ddof=1), - name='std') - self._check_moment_func(lambda x: np.std(x, ddof=0), - name='std', ddof=0) - - def test_rolling_std_1obs(self): - vals = pd.Series([1., 2., 3., 4., 5.]) - - result = vals.rolling(1, min_periods=1).std() - expected = pd.Series([np.nan] * 5) - tm.assert_series_equal(result, expected) - - result = vals.rolling(1, min_periods=1).std(ddof=0) - expected = pd.Series([0.] * 5) - tm.assert_series_equal(result, expected) - - result = (pd.Series([np.nan, np.nan, 3, 4, 5]) - .rolling(3, min_periods=2).std()) - assert np.isnan(result[2]) - - def test_rolling_std_neg_sqrt(self): - # unit test from Bottleneck - - # Test move_nanstd for neg sqrt. - - a = pd.Series([0.0011448196318903589, 0.00028718669878572767, - 0.00028718669878572767, 0.00028718669878572767, - 0.00028718669878572767]) - b = a.rolling(window=3).std() - assert np.isfinite(b[2:]).all() - - b = a.ewm(span=3).std() - assert np.isfinite(b[2:]).all() - - def test_rolling_var(self): - self._check_moment_func(lambda x: np.var(x, ddof=1), - name='var') - self._check_moment_func(lambda x: np.var(x, ddof=0), - name='var', ddof=0) - - @td.skip_if_no_scipy - def test_rolling_skew(self): - from scipy.stats import skew - self._check_moment_func(lambda x: skew(x, bias=False), name='skew') - - @td.skip_if_no_scipy - def test_rolling_kurt(self): - from scipy.stats import kurtosis - self._check_moment_func(lambda x: kurtosis(x, bias=False), - name='kurt') - - def _check_moment_func(self, static_comp, name, has_min_periods=True, - has_center=True, has_time_rule=True, - fill_value=None, zero_min_periods_equal=True, - **kwargs): - - def get_result(obj, window, min_periods=None, center=False): - r = obj.rolling(window=window, min_periods=min_periods, - center=center) - return getattr(r, name)(**kwargs) - - series_result = get_result(self.series, window=50) - assert isinstance(series_result, Series) - tm.assert_almost_equal(series_result.iloc[-1], - static_comp(self.series[-50:])) - - frame_result = get_result(self.frame, window=50) - assert isinstance(frame_result, DataFrame) - tm.assert_series_equal(frame_result.iloc[-1, :], - self.frame.iloc[-50:, :].apply(static_comp, - axis=0), - check_names=False) - - # check time_rule works - if has_time_rule: - win = 25 - minp = 10 - series = self.series[::2].resample('B').mean() - frame = self.frame[::2].resample('B').mean() - - if has_min_periods: - series_result = get_result(series, window=win, - min_periods=minp) - frame_result = get_result(frame, window=win, - min_periods=minp) - else: - series_result = get_result(series, window=win) - frame_result = get_result(frame, window=win) - - last_date = series_result.index[-1] - prev_date = last_date - 24 * offsets.BDay() - - trunc_series = self.series[::2].truncate(prev_date, last_date) - trunc_frame = self.frame[::2].truncate(prev_date, last_date) - - tm.assert_almost_equal(series_result[-1], - static_comp(trunc_series)) - - tm.assert_series_equal(frame_result.xs(last_date), - trunc_frame.apply(static_comp), - check_names=False) - - # excluding NaNs correctly - obj = Series(randn(50)) - obj[:10] = np.NaN - obj[-10:] = np.NaN - if has_min_periods: - result = get_result(obj, 50, min_periods=30) - tm.assert_almost_equal(result.iloc[-1], static_comp(obj[10:-10])) - - # min_periods is working correctly - result = get_result(obj, 20, min_periods=15) - assert isna(result.iloc[23]) - assert not isna(result.iloc[24]) - - assert not isna(result.iloc[-6]) - assert isna(result.iloc[-5]) - - obj2 = Series(randn(20)) - result = get_result(obj2, 10, min_periods=5) - assert isna(result.iloc[3]) - assert notna(result.iloc[4]) - - if zero_min_periods_equal: - # min_periods=0 may be equivalent to min_periods=1 - result0 = get_result(obj, 20, min_periods=0) - result1 = get_result(obj, 20, min_periods=1) - tm.assert_almost_equal(result0, result1) - else: - result = get_result(obj, 50) - tm.assert_almost_equal(result.iloc[-1], static_comp(obj[10:-10])) - - # window larger than series length (#7297) - if has_min_periods: - for minp in (0, len(self.series) - 1, len(self.series)): - result = get_result(self.series, len(self.series) + 1, - min_periods=minp) - expected = get_result(self.series, len(self.series), - min_periods=minp) - nan_mask = isna(result) - tm.assert_series_equal(nan_mask, isna(expected)) - - nan_mask = ~nan_mask - tm.assert_almost_equal(result[nan_mask], - expected[nan_mask]) - else: - result = get_result(self.series, len(self.series) + 1) - expected = get_result(self.series, len(self.series)) - nan_mask = isna(result) - tm.assert_series_equal(nan_mask, isna(expected)) - - nan_mask = ~nan_mask - tm.assert_almost_equal(result[nan_mask], expected[nan_mask]) - - # check center=True - if has_center: - if has_min_periods: - result = get_result(obj, 20, min_periods=15, center=True) - expected = get_result( - pd.concat([obj, Series([np.NaN] * 9)]), 20, - min_periods=15)[9:].reset_index(drop=True) - else: - result = get_result(obj, 20, center=True) - expected = get_result( - pd.concat([obj, Series([np.NaN] * 9)]), - 20)[9:].reset_index(drop=True) - - tm.assert_series_equal(result, expected) - - # shifter index - s = ['x%d' % x for x in range(12)] - - if has_min_periods: - minp = 10 - - series_xp = get_result( - self.series.reindex(list(self.series.index) + s), - window=25, - min_periods=minp).shift(-12).reindex(self.series.index) - frame_xp = get_result( - self.frame.reindex(list(self.frame.index) + s), - window=25, - min_periods=minp).shift(-12).reindex(self.frame.index) - - series_rs = get_result(self.series, window=25, - min_periods=minp, center=True) - frame_rs = get_result(self.frame, window=25, min_periods=minp, - center=True) - - else: - series_xp = get_result( - self.series.reindex(list(self.series.index) + s), - window=25).shift(-12).reindex(self.series.index) - frame_xp = get_result( - self.frame.reindex(list(self.frame.index) + s), - window=25).shift(-12).reindex(self.frame.index) - - series_rs = get_result(self.series, window=25, center=True) - frame_rs = get_result(self.frame, window=25, center=True) - - if fill_value is not None: - series_xp = series_xp.fillna(fill_value) - frame_xp = frame_xp.fillna(fill_value) - tm.assert_series_equal(series_xp, series_rs) - tm.assert_frame_equal(frame_xp, frame_rs) - - def test_ewma(self): - self._check_ew(name='mean') - - vals = pd.Series(np.zeros(1000)) - vals[5] = 1 - result = vals.ewm(span=100, adjust=False).mean().sum() - assert np.abs(result - 1) < 1e-2 - - s = Series([1.0, 2.0, 4.0, 8.0]) - - expected = Series([1.0, 1.6, 2.736842, 4.923077]) - for f in [lambda s: s.ewm(com=2.0, adjust=True).mean(), - lambda s: s.ewm(com=2.0, adjust=True, - ignore_na=False).mean(), - lambda s: s.ewm(com=2.0, adjust=True, ignore_na=True).mean(), - ]: - result = f(s) - tm.assert_series_equal(result, expected) - - expected = Series([1.0, 1.333333, 2.222222, 4.148148]) - for f in [lambda s: s.ewm(com=2.0, adjust=False).mean(), - lambda s: s.ewm(com=2.0, adjust=False, - ignore_na=False).mean(), - lambda s: s.ewm(com=2.0, adjust=False, - ignore_na=True).mean(), - ]: - result = f(s) - tm.assert_series_equal(result, expected) - - def test_ewma_nan_handling(self): - s = Series([1.] + [np.nan] * 5 + [1.]) - result = s.ewm(com=5).mean() - tm.assert_series_equal(result, Series([1.] * len(s))) - - s = Series([np.nan] * 2 + [1.] + [np.nan] * 2 + [1.]) - result = s.ewm(com=5).mean() - tm.assert_series_equal(result, Series([np.nan] * 2 + [1.] * 4)) - - # GH 7603 - s0 = Series([np.nan, 1., 101.]) - s1 = Series([1., np.nan, 101.]) - s2 = Series([np.nan, 1., np.nan, np.nan, 101., np.nan]) - s3 = Series([1., np.nan, 101., 50.]) - com = 2. - alpha = 1. / (1. + com) - - def simple_wma(s, w): - return (s.multiply(w).cumsum() / w.cumsum()).fillna(method='ffill') - - for (s, adjust, ignore_na, w) in [ - (s0, True, False, [np.nan, (1. - alpha), 1.]), - (s0, True, True, [np.nan, (1. - alpha), 1.]), - (s0, False, False, [np.nan, (1. - alpha), alpha]), - (s0, False, True, [np.nan, (1. - alpha), alpha]), - (s1, True, False, [(1. - alpha) ** 2, np.nan, 1.]), - (s1, True, True, [(1. - alpha), np.nan, 1.]), - (s1, False, False, [(1. - alpha) ** 2, np.nan, alpha]), - (s1, False, True, [(1. - alpha), np.nan, alpha]), - (s2, True, False, [np.nan, (1. - alpha) ** - 3, np.nan, np.nan, 1., np.nan]), - (s2, True, True, [np.nan, (1. - alpha), - np.nan, np.nan, 1., np.nan]), - (s2, False, False, [np.nan, (1. - alpha) ** - 3, np.nan, np.nan, alpha, np.nan]), - (s2, False, True, [np.nan, (1. - alpha), - np.nan, np.nan, alpha, np.nan]), - (s3, True, False, [(1. - alpha) ** - 3, np.nan, (1. - alpha), 1.]), - (s3, True, True, [(1. - alpha) ** - 2, np.nan, (1. - alpha), 1.]), - (s3, False, False, [(1. - alpha) ** 3, np.nan, - (1. - alpha) * alpha, - alpha * ((1. - alpha) ** 2 + alpha)]), - (s3, False, True, [(1. - alpha) ** 2, - np.nan, (1. - alpha) * alpha, alpha])]: - expected = simple_wma(s, Series(w)) - result = s.ewm(com=com, adjust=adjust, ignore_na=ignore_na).mean() - - tm.assert_series_equal(result, expected) - if ignore_na is False: - # check that ignore_na defaults to False - result = s.ewm(com=com, adjust=adjust).mean() - tm.assert_series_equal(result, expected) - - def test_ewmvar(self): - self._check_ew(name='var') - - def test_ewmvol(self): - self._check_ew(name='vol') - - def test_ewma_span_com_args(self): - A = self.series.ewm(com=9.5).mean() - B = self.series.ewm(span=20).mean() - tm.assert_almost_equal(A, B) - - with pytest.raises(ValueError): - self.series.ewm(com=9.5, span=20) - with pytest.raises(ValueError): - self.series.ewm().mean() - - def test_ewma_halflife_arg(self): - A = self.series.ewm(com=13.932726172912965).mean() - B = self.series.ewm(halflife=10.0).mean() - tm.assert_almost_equal(A, B) - - with pytest.raises(ValueError): - self.series.ewm(span=20, halflife=50) - with pytest.raises(ValueError): - self.series.ewm(com=9.5, halflife=50) - with pytest.raises(ValueError): - self.series.ewm(com=9.5, span=20, halflife=50) - with pytest.raises(ValueError): - self.series.ewm() - - def test_ewm_alpha(self): - # GH 10789 - s = Series(self.arr) - a = s.ewm(alpha=0.61722699889169674).mean() - b = s.ewm(com=0.62014947789973052).mean() - c = s.ewm(span=2.240298955799461).mean() - d = s.ewm(halflife=0.721792864318).mean() - tm.assert_series_equal(a, b) - tm.assert_series_equal(a, c) - tm.assert_series_equal(a, d) - - def test_ewm_alpha_arg(self): - # GH 10789 - s = self.series - with pytest.raises(ValueError): - s.ewm() - with pytest.raises(ValueError): - s.ewm(com=10.0, alpha=0.5) - with pytest.raises(ValueError): - s.ewm(span=10.0, alpha=0.5) - with pytest.raises(ValueError): - s.ewm(halflife=10.0, alpha=0.5) - - def test_ewm_domain_checks(self): - # GH 12492 - s = Series(self.arr) - # com must satisfy: com >= 0 - pytest.raises(ValueError, s.ewm, com=-0.1) - s.ewm(com=0.0) - s.ewm(com=0.1) - # span must satisfy: span >= 1 - pytest.raises(ValueError, s.ewm, span=-0.1) - pytest.raises(ValueError, s.ewm, span=0.0) - pytest.raises(ValueError, s.ewm, span=0.9) - s.ewm(span=1.0) - s.ewm(span=1.1) - # halflife must satisfy: halflife > 0 - pytest.raises(ValueError, s.ewm, halflife=-0.1) - pytest.raises(ValueError, s.ewm, halflife=0.0) - s.ewm(halflife=0.1) - # alpha must satisfy: 0 < alpha <= 1 - pytest.raises(ValueError, s.ewm, alpha=-0.1) - pytest.raises(ValueError, s.ewm, alpha=0.0) - s.ewm(alpha=0.1) - s.ewm(alpha=1.0) - pytest.raises(ValueError, s.ewm, alpha=1.1) - - def test_ew_empty_series(self): - vals = pd.Series([], dtype=np.float64) - - ewm = vals.ewm(3) - funcs = ['mean', 'vol', 'var'] - for f in funcs: - result = getattr(ewm, f)() - tm.assert_almost_equal(result, vals) - - def _check_ew(self, name=None, preserve_nan=False): - series_result = getattr(self.series.ewm(com=10), name)() - assert isinstance(series_result, Series) - - frame_result = getattr(self.frame.ewm(com=10), name)() - assert type(frame_result) == DataFrame - - result = getattr(self.series.ewm(com=10), name)() - if preserve_nan: - assert result[self._nan_locs].isna().all() - - # excluding NaNs correctly - arr = randn(50) - arr[:10] = np.NaN - arr[-10:] = np.NaN - s = Series(arr) - - # check min_periods - # GH 7898 - result = getattr(s.ewm(com=50, min_periods=2), name)() - assert result[:11].isna().all() - assert not result[11:].isna().any() - - for min_periods in (0, 1): - result = getattr(s.ewm(com=50, min_periods=min_periods), name)() - if name == 'mean': - assert result[:10].isna().all() - assert not result[10:].isna().any() - else: - # ewm.std, ewm.vol, ewm.var (with bias=False) require at least - # two values - assert result[:11].isna().all() - assert not result[11:].isna().any() - - # check series of length 0 - result = getattr(Series().ewm(com=50, min_periods=min_periods), - name)() - tm.assert_series_equal(result, Series()) - - # check series of length 1 - result = getattr(Series([1.]).ewm(50, min_periods=min_periods), - name)() - if name == 'mean': - tm.assert_series_equal(result, Series([1.])) - else: - # ewm.std, ewm.vol, ewm.var with bias=False require at least - # two values - tm.assert_series_equal(result, Series([np.NaN])) - - # pass in ints - result2 = getattr(Series(np.arange(50)).ewm(span=10), name)() - assert result2.dtype == np.float_ - - -class TestPairwise(object): - - # GH 7738 - df1s = [DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[0, 1]), - DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[1, 0]), - DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[1, 1]), - DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], - columns=['C', 'C']), - DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[1., 0]), - DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[0., 1]), - DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=['C', 1]), - DataFrame([[2., 4.], [1., 2.], [5., 2.], [8., 1.]], - columns=[1, 0.]), - DataFrame([[2, 4.], [1, 2.], [5, 2.], [8, 1.]], - columns=[0, 1.]), - DataFrame([[2, 4], [1, 2], [5, 2], [8, 1.]], - columns=[1., 'X']), ] - df2 = DataFrame([[None, 1, 1], [None, 1, 2], - [None, 3, 2], [None, 8, 1]], columns=['Y', 'Z', 'X']) - s = Series([1, 1, 3, 8]) - - def compare(self, result, expected): - - # since we have sorted the results - # we can only compare non-nans - result = result.dropna().values - expected = expected.dropna().values - - tm.assert_numpy_array_equal(result, expected, check_dtype=False) - - @pytest.mark.parametrize('f', [lambda x: x.cov(), lambda x: x.corr()]) - def test_no_flex(self, f): - - # DataFrame methods (which do not call _flex_binary_moment()) - - results = [f(df) for df in self.df1s] - for (df, result) in zip(self.df1s, results): - tm.assert_index_equal(result.index, df.columns) - tm.assert_index_equal(result.columns, df.columns) - for i, result in enumerate(results): - if i > 0: - self.compare(result, results[0]) - - @pytest.mark.parametrize( - 'f', [lambda x: x.expanding().cov(pairwise=True), - lambda x: x.expanding().corr(pairwise=True), - lambda x: x.rolling(window=3).cov(pairwise=True), - lambda x: x.rolling(window=3).corr(pairwise=True), - lambda x: x.ewm(com=3).cov(pairwise=True), - lambda x: x.ewm(com=3).corr(pairwise=True)]) - def test_pairwise_with_self(self, f): - - # DataFrame with itself, pairwise=True - # note that we may construct the 1st level of the MI - # in a non-motononic way, so compare accordingly - results = [] - for i, df in enumerate(self.df1s): - result = f(df) - tm.assert_index_equal(result.index.levels[0], - df.index, - check_names=False) - tm.assert_numpy_array_equal(safe_sort(result.index.levels[1]), - safe_sort(df.columns.unique())) - tm.assert_index_equal(result.columns, df.columns) - results.append(df) - - for i, result in enumerate(results): - if i > 0: - self.compare(result, results[0]) - - @pytest.mark.parametrize( - 'f', [lambda x: x.expanding().cov(pairwise=False), - lambda x: x.expanding().corr(pairwise=False), - lambda x: x.rolling(window=3).cov(pairwise=False), - lambda x: x.rolling(window=3).corr(pairwise=False), - lambda x: x.ewm(com=3).cov(pairwise=False), - lambda x: x.ewm(com=3).corr(pairwise=False), ]) - def test_no_pairwise_with_self(self, f): - - # DataFrame with itself, pairwise=False - results = [f(df) for df in self.df1s] - for (df, result) in zip(self.df1s, results): - tm.assert_index_equal(result.index, df.index) - tm.assert_index_equal(result.columns, df.columns) - for i, result in enumerate(results): - if i > 0: - self.compare(result, results[0]) - - @pytest.mark.parametrize( - 'f', [lambda x, y: x.expanding().cov(y, pairwise=True), - lambda x, y: x.expanding().corr(y, pairwise=True), - lambda x, y: x.rolling(window=3).cov(y, pairwise=True), - lambda x, y: x.rolling(window=3).corr(y, pairwise=True), - lambda x, y: x.ewm(com=3).cov(y, pairwise=True), - lambda x, y: x.ewm(com=3).corr(y, pairwise=True), ]) - def test_pairwise_with_other(self, f): - - # DataFrame with another DataFrame, pairwise=True - results = [f(df, self.df2) for df in self.df1s] - for (df, result) in zip(self.df1s, results): - tm.assert_index_equal(result.index.levels[0], - df.index, - check_names=False) - tm.assert_numpy_array_equal(safe_sort(result.index.levels[1]), - safe_sort(self.df2.columns.unique())) - for i, result in enumerate(results): - if i > 0: - self.compare(result, results[0]) - - @pytest.mark.parametrize( - 'f', [lambda x, y: x.expanding().cov(y, pairwise=False), - lambda x, y: x.expanding().corr(y, pairwise=False), - lambda x, y: x.rolling(window=3).cov(y, pairwise=False), - lambda x, y: x.rolling(window=3).corr(y, pairwise=False), - lambda x, y: x.ewm(com=3).cov(y, pairwise=False), - lambda x, y: x.ewm(com=3).corr(y, pairwise=False), ]) - def test_no_pairwise_with_other(self, f): - - # DataFrame with another DataFrame, pairwise=False - results = [f(df, self.df2) if df.columns.is_unique else None - for df in self.df1s] - for (df, result) in zip(self.df1s, results): - if result is not None: - with catch_warnings(record=True): - # we can have int and str columns - expected_index = df.index.union(self.df2.index) - expected_columns = df.columns.union(self.df2.columns) - tm.assert_index_equal(result.index, expected_index) - tm.assert_index_equal(result.columns, expected_columns) - else: - tm.assert_raises_regex( - ValueError, "'arg1' columns are not unique", f, df, - self.df2) - tm.assert_raises_regex( - ValueError, "'arg2' columns are not unique", f, - self.df2, df) - - @pytest.mark.parametrize( - 'f', [lambda x, y: x.expanding().cov(y), - lambda x, y: x.expanding().corr(y), - lambda x, y: x.rolling(window=3).cov(y), - lambda x, y: x.rolling(window=3).corr(y), - lambda x, y: x.ewm(com=3).cov(y), - lambda x, y: x.ewm(com=3).corr(y), ]) - def test_pairwise_with_series(self, f): - - # DataFrame with a Series - results = ([f(df, self.s) for df in self.df1s] + - [f(self.s, df) for df in self.df1s]) - for (df, result) in zip(self.df1s, results): - tm.assert_index_equal(result.index, df.index) - tm.assert_index_equal(result.columns, df.columns) - for i, result in enumerate(results): - if i > 0: - self.compare(result, results[0]) - - -# create the data only once as we are not setting it -def _create_consistency_data(): - def create_series(): - return [Series(), - Series([np.nan]), - Series([np.nan, np.nan]), - Series([3.]), - Series([np.nan, 3.]), - Series([3., np.nan]), - Series([1., 3.]), - Series([2., 2.]), - Series([3., 1.]), - Series([5., 5., 5., 5., np.nan, np.nan, np.nan, 5., 5., np.nan, - np.nan]), - Series([np.nan, 5., 5., 5., np.nan, np.nan, np.nan, 5., 5., - np.nan, np.nan]), - Series([np.nan, np.nan, 5., 5., np.nan, np.nan, np.nan, 5., 5., - np.nan, np.nan]), - Series([np.nan, 3., np.nan, 3., 4., 5., 6., np.nan, np.nan, 7., - 12., 13., 14., 15.]), - Series([np.nan, 5., np.nan, 2., 4., 0., 9., np.nan, np.nan, 3., - 12., 13., 14., 15.]), - Series([2., 3., np.nan, 3., 4., 5., 6., np.nan, np.nan, 7., - 12., 13., 14., 15.]), - Series([2., 5., np.nan, 2., 4., 0., 9., np.nan, np.nan, 3., - 12., 13., 14., 15.]), - Series(range(10)), - Series(range(20, 0, -2)), ] - - def create_dataframes(): - return ([DataFrame(), - DataFrame(columns=['a']), - DataFrame(columns=['a', 'a']), - DataFrame(columns=['a', 'b']), - DataFrame(np.arange(10).reshape((5, 2))), - DataFrame(np.arange(25).reshape((5, 5))), - DataFrame(np.arange(25).reshape((5, 5)), - columns=['a', 'b', 99, 'd', 'd'])] + - [DataFrame(s) for s in create_series()]) - - def is_constant(x): - values = x.values.ravel() - return len(set(values[notna(values)])) == 1 - - def no_nans(x): - return x.notna().all().all() - - # data is a tuple(object, is_contant, no_nans) - data = create_series() + create_dataframes() - - return [(x, is_constant(x), no_nans(x)) for x in data] - - -_consistency_data = _create_consistency_data() - - -def _rolling_consistency_cases(): - for window in [1, 2, 3, 10, 20]: - for min_periods in set([0, 1, 2, 3, 4, window]): - if min_periods and (min_periods > window): - continue - for center in [False, True]: - yield window, min_periods, center - - -class TestMomentsConsistency(Base): - base_functions = [ - (lambda v: Series(v).count(), None, 'count'), - (lambda v: Series(v).max(), None, 'max'), - (lambda v: Series(v).min(), None, 'min'), - (lambda v: Series(v).sum(), None, 'sum'), - (lambda v: Series(v).mean(), None, 'mean'), - (lambda v: Series(v).std(), 1, 'std'), - (lambda v: Series(v).cov(Series(v)), None, 'cov'), - (lambda v: Series(v).corr(Series(v)), None, 'corr'), - (lambda v: Series(v).var(), 1, 'var'), - - # restore once GH 8086 is fixed - # lambda v: Series(v).skew(), 3, 'skew'), - # (lambda v: Series(v).kurt(), 4, 'kurt'), - - # restore once GH 8084 is fixed - # lambda v: Series(v).quantile(0.3), None, 'quantile'), - - (lambda v: Series(v).median(), None, 'median'), - (np.nanmax, 1, 'max'), - (np.nanmin, 1, 'min'), - (np.nansum, 1, 'sum'), - (np.nanmean, 1, 'mean'), - (lambda v: np.nanstd(v, ddof=1), 1, 'std'), - (lambda v: np.nanvar(v, ddof=1), 1, 'var'), - (np.nanmedian, 1, 'median'), - ] - no_nan_functions = [ - (np.max, None, 'max'), - (np.min, None, 'min'), - (np.sum, None, 'sum'), - (np.mean, None, 'mean'), - (lambda v: np.std(v, ddof=1), 1, 'std'), - (lambda v: np.var(v, ddof=1), 1, 'var'), - (np.median, None, 'median'), - ] - - def _create_data(self): - super(TestMomentsConsistency, self)._create_data() - self.data = _consistency_data - - def setup_method(self, method): - self._create_data() - - def _test_moments_consistency(self, min_periods, count, mean, mock_mean, - corr, var_unbiased=None, std_unbiased=None, - cov_unbiased=None, var_biased=None, - std_biased=None, cov_biased=None, - var_debiasing_factors=None): - def _non_null_values(x): - values = x.values.ravel() - return set(values[notna(values)].tolist()) - - for (x, is_constant, no_nans) in self.data: - count_x = count(x) - mean_x = mean(x) - - if mock_mean: - # check that mean equals mock_mean - expected = mock_mean(x) - assert_equal(mean_x, expected.astype('float64')) - - # check that correlation of a series with itself is either 1 or NaN - corr_x_x = corr(x, x) - - # assert _non_null_values(corr_x_x).issubset(set([1.])) - # restore once rolling_cov(x, x) is identically equal to var(x) - - if is_constant: - exp = x.max() if isinstance(x, Series) else x.max().max() - - # check mean of constant series - expected = x * np.nan - expected[count_x >= max(min_periods, 1)] = exp - assert_equal(mean_x, expected) - - # check correlation of constant series with itself is NaN - expected[:] = np.nan - assert_equal(corr_x_x, expected) - - if var_unbiased and var_biased and var_debiasing_factors: - # check variance debiasing factors - var_unbiased_x = var_unbiased(x) - var_biased_x = var_biased(x) - var_debiasing_factors_x = var_debiasing_factors(x) - assert_equal(var_unbiased_x, var_biased_x * - var_debiasing_factors_x) - - for (std, var, cov) in [(std_biased, var_biased, cov_biased), - (std_unbiased, var_unbiased, cov_unbiased) - ]: - - # check that var(x), std(x), and cov(x) are all >= 0 - var_x = var(x) - std_x = std(x) - assert not (var_x < 0).any().any() - assert not (std_x < 0).any().any() - if cov: - cov_x_x = cov(x, x) - assert not (cov_x_x < 0).any().any() - - # check that var(x) == cov(x, x) - assert_equal(var_x, cov_x_x) - - # check that var(x) == std(x)^2 - assert_equal(var_x, std_x * std_x) - - if var is var_biased: - # check that biased var(x) == mean(x^2) - mean(x)^2 - mean_x2 = mean(x * x) - assert_equal(var_x, mean_x2 - (mean_x * mean_x)) - - if is_constant: - # check that variance of constant series is identically 0 - assert not (var_x > 0).any().any() - expected = x * np.nan - expected[count_x >= max(min_periods, 1)] = 0. - if var is var_unbiased: - expected[count_x < 2] = np.nan - assert_equal(var_x, expected) - - if isinstance(x, Series): - for (y, is_constant, no_nans) in self.data: - if not x.isna().equals(y.isna()): - # can only easily test two Series with similar - # structure - continue - - # check that cor(x, y) is symmetric - corr_x_y = corr(x, y) - corr_y_x = corr(y, x) - assert_equal(corr_x_y, corr_y_x) - - if cov: - # check that cov(x, y) is symmetric - cov_x_y = cov(x, y) - cov_y_x = cov(y, x) - assert_equal(cov_x_y, cov_y_x) - - # check that cov(x, y) == (var(x+y) - var(x) - - # var(y)) / 2 - var_x_plus_y = var(x + y) - var_y = var(y) - assert_equal(cov_x_y, 0.5 * - (var_x_plus_y - var_x - var_y)) - - # check that corr(x, y) == cov(x, y) / (std(x) * - # std(y)) - std_y = std(y) - assert_equal(corr_x_y, cov_x_y / (std_x * std_y)) - - if cov is cov_biased: - # check that biased cov(x, y) == mean(x*y) - - # mean(x)*mean(y) - mean_y = mean(y) - mean_x_times_y = mean(x * y) - assert_equal(cov_x_y, mean_x_times_y - - (mean_x * mean_y)) - - @pytest.mark.slow - @pytest.mark.parametrize( - 'min_periods, adjust, ignore_na', product([0, 1, 2, 3, 4], - [True, False], - [False, True])) - def test_ewm_consistency(self, min_periods, adjust, ignore_na): - def _weights(s, com, adjust, ignore_na): - if isinstance(s, DataFrame): - if not len(s.columns): - return DataFrame(index=s.index, columns=s.columns) - w = concat([ - _weights(s.iloc[:, i], com=com, adjust=adjust, - ignore_na=ignore_na) - for i, _ in enumerate(s.columns)], axis=1) - w.index = s.index - w.columns = s.columns - return w - - w = Series(np.nan, index=s.index) - alpha = 1. / (1. + com) - if ignore_na: - w[s.notna()] = _weights(s[s.notna()], com=com, - adjust=adjust, ignore_na=False) - elif adjust: - for i in range(len(s)): - if s.iat[i] == s.iat[i]: - w.iat[i] = pow(1. / (1. - alpha), i) - else: - sum_wts = 0. - prev_i = -1 - for i in range(len(s)): - if s.iat[i] == s.iat[i]: - if prev_i == -1: - w.iat[i] = 1. - else: - w.iat[i] = alpha * sum_wts / pow(1. - alpha, - i - prev_i) - sum_wts += w.iat[i] - prev_i = i - return w - - def _variance_debiasing_factors(s, com, adjust, ignore_na): - weights = _weights(s, com=com, adjust=adjust, ignore_na=ignore_na) - cum_sum = weights.cumsum().fillna(method='ffill') - cum_sum_sq = (weights * weights).cumsum().fillna(method='ffill') - numerator = cum_sum * cum_sum - denominator = numerator - cum_sum_sq - denominator[denominator <= 0.] = np.nan - return numerator / denominator - - def _ewma(s, com, min_periods, adjust, ignore_na): - weights = _weights(s, com=com, adjust=adjust, ignore_na=ignore_na) - result = s.multiply(weights).cumsum().divide(weights.cumsum( - )).fillna(method='ffill') - result[s.expanding().count() < (max(min_periods, 1) if min_periods - else 1)] = np.nan - return result - - com = 3. - # test consistency between different ewm* moments - self._test_moments_consistency( - min_periods=min_periods, - count=lambda x: x.expanding().count(), - mean=lambda x: x.ewm(com=com, min_periods=min_periods, - adjust=adjust, - ignore_na=ignore_na).mean(), - mock_mean=lambda x: _ewma(x, com=com, - min_periods=min_periods, - adjust=adjust, - ignore_na=ignore_na), - corr=lambda x, y: x.ewm(com=com, min_periods=min_periods, - adjust=adjust, - ignore_na=ignore_na).corr(y), - var_unbiased=lambda x: ( - x.ewm(com=com, min_periods=min_periods, - adjust=adjust, - ignore_na=ignore_na).var(bias=False)), - std_unbiased=lambda x: ( - x.ewm(com=com, min_periods=min_periods, - adjust=adjust, ignore_na=ignore_na) - .std(bias=False)), - cov_unbiased=lambda x, y: ( - x.ewm(com=com, min_periods=min_periods, - adjust=adjust, ignore_na=ignore_na) - .cov(y, bias=False)), - var_biased=lambda x: ( - x.ewm(com=com, min_periods=min_periods, - adjust=adjust, ignore_na=ignore_na) - .var(bias=True)), - std_biased=lambda x: x.ewm(com=com, min_periods=min_periods, - adjust=adjust, - ignore_na=ignore_na).std(bias=True), - cov_biased=lambda x, y: ( - x.ewm(com=com, min_periods=min_periods, - adjust=adjust, ignore_na=ignore_na) - .cov(y, bias=True)), - var_debiasing_factors=lambda x: ( - _variance_debiasing_factors(x, com=com, adjust=adjust, - ignore_na=ignore_na))) - - @pytest.mark.slow - @pytest.mark.parametrize( - 'min_periods', [0, 1, 2, 3, 4]) - def test_expanding_consistency(self, min_periods): - - # suppress warnings about empty slices, as we are deliberately testing - # with empty/0-length Series/DataFrames - with warnings.catch_warnings(): - warnings.filterwarnings("ignore", - message=".*(empty slice|0 for slice).*", - category=RuntimeWarning) - - # test consistency between different expanding_* moments - self._test_moments_consistency( - min_periods=min_periods, - count=lambda x: x.expanding().count(), - mean=lambda x: x.expanding( - min_periods=min_periods).mean(), - mock_mean=lambda x: x.expanding( - min_periods=min_periods).sum() / x.expanding().count(), - corr=lambda x, y: x.expanding( - min_periods=min_periods).corr(y), - var_unbiased=lambda x: x.expanding( - min_periods=min_periods).var(), - std_unbiased=lambda x: x.expanding( - min_periods=min_periods).std(), - cov_unbiased=lambda x, y: x.expanding( - min_periods=min_periods).cov(y), - var_biased=lambda x: x.expanding( - min_periods=min_periods).var(ddof=0), - std_biased=lambda x: x.expanding( - min_periods=min_periods).std(ddof=0), - cov_biased=lambda x, y: x.expanding( - min_periods=min_periods).cov(y, ddof=0), - var_debiasing_factors=lambda x: ( - x.expanding().count() / - (x.expanding().count() - 1.) - .replace(0., np.nan))) - - # test consistency between expanding_xyz() and either (a) - # expanding_apply of Series.xyz(), or (b) expanding_apply of - # np.nanxyz() - for (x, is_constant, no_nans) in self.data: - functions = self.base_functions - - # GH 8269 - if no_nans: - functions = self.base_functions + self.no_nan_functions - for (f, require_min_periods, name) in functions: - expanding_f = getattr( - x.expanding(min_periods=min_periods), name) - - if (require_min_periods and - (min_periods is not None) and - (min_periods < require_min_periods)): - continue - - if name == 'count': - expanding_f_result = expanding_f() - expanding_apply_f_result = x.expanding( - min_periods=0).apply(func=f) - else: - if name in ['cov', 'corr']: - expanding_f_result = expanding_f( - pairwise=False) - else: - expanding_f_result = expanding_f() - expanding_apply_f_result = x.expanding( - min_periods=min_periods).apply(func=f) - - # GH 9422 - if name in ['sum', 'prod']: - assert_equal(expanding_f_result, - expanding_apply_f_result) - - @pytest.mark.slow - @pytest.mark.parametrize( - 'window,min_periods,center', list(_rolling_consistency_cases())) - def test_rolling_consistency(self, window, min_periods, center): - - # suppress warnings about empty slices, as we are deliberately testing - # with empty/0-length Series/DataFrames - with warnings.catch_warnings(): - warnings.filterwarnings("ignore", - message=".*(empty slice|0 for slice).*", - category=RuntimeWarning) - - # test consistency between different rolling_* moments - self._test_moments_consistency( - min_periods=min_periods, - count=lambda x: ( - x.rolling(window=window, center=center) - .count()), - mean=lambda x: ( - x.rolling(window=window, min_periods=min_periods, - center=center).mean()), - mock_mean=lambda x: ( - x.rolling(window=window, - min_periods=min_periods, - center=center).sum() - .divide(x.rolling(window=window, - min_periods=min_periods, - center=center).count())), - corr=lambda x, y: ( - x.rolling(window=window, min_periods=min_periods, - center=center).corr(y)), - - var_unbiased=lambda x: ( - x.rolling(window=window, min_periods=min_periods, - center=center).var()), - - std_unbiased=lambda x: ( - x.rolling(window=window, min_periods=min_periods, - center=center).std()), - - cov_unbiased=lambda x, y: ( - x.rolling(window=window, min_periods=min_periods, - center=center).cov(y)), - - var_biased=lambda x: ( - x.rolling(window=window, min_periods=min_periods, - center=center).var(ddof=0)), - - std_biased=lambda x: ( - x.rolling(window=window, min_periods=min_periods, - center=center).std(ddof=0)), - - cov_biased=lambda x, y: ( - x.rolling(window=window, min_periods=min_periods, - center=center).cov(y, ddof=0)), - var_debiasing_factors=lambda x: ( - x.rolling(window=window, center=center).count() - .divide((x.rolling(window=window, center=center) - .count() - 1.) - .replace(0., np.nan)))) - - # test consistency between rolling_xyz() and either (a) - # rolling_apply of Series.xyz(), or (b) rolling_apply of - # np.nanxyz() - for (x, is_constant, no_nans) in self.data: - functions = self.base_functions - - # GH 8269 - if no_nans: - functions = self.base_functions + self.no_nan_functions - for (f, require_min_periods, name) in functions: - rolling_f = getattr( - x.rolling(window=window, center=center, - min_periods=min_periods), name) - - if require_min_periods and ( - min_periods is not None) and ( - min_periods < require_min_periods): - continue - - if name == 'count': - rolling_f_result = rolling_f() - rolling_apply_f_result = x.rolling( - window=window, min_periods=0, - center=center).apply(func=f) - else: - if name in ['cov', 'corr']: - rolling_f_result = rolling_f( - pairwise=False) - else: - rolling_f_result = rolling_f() - rolling_apply_f_result = x.rolling( - window=window, min_periods=min_periods, - center=center).apply(func=f) - - # GH 9422 - if name in ['sum', 'prod']: - assert_equal(rolling_f_result, - rolling_apply_f_result) - - # binary moments - def test_rolling_cov(self): - A = self.series - B = A + randn(len(A)) - - result = A.rolling(window=50, min_periods=25).cov(B) - tm.assert_almost_equal(result[-1], np.cov(A[-50:], B[-50:])[0, 1]) - - def test_rolling_cov_pairwise(self): - self._check_pairwise_moment('rolling', 'cov', window=10, min_periods=5) - - def test_rolling_corr(self): - A = self.series - B = A + randn(len(A)) - - result = A.rolling(window=50, min_periods=25).corr(B) - tm.assert_almost_equal(result[-1], np.corrcoef(A[-50:], B[-50:])[0, 1]) - - # test for correct bias correction - a = tm.makeTimeSeries() - b = tm.makeTimeSeries() - a[:5] = np.nan - b[:10] = np.nan - - result = a.rolling(window=len(a), min_periods=1).corr(b) - tm.assert_almost_equal(result[-1], a.corr(b)) - - def test_rolling_corr_pairwise(self): - self._check_pairwise_moment('rolling', 'corr', window=10, - min_periods=5) - - @pytest.mark.parametrize('window', range(7)) - def test_rolling_corr_with_zero_variance(self, window): - # GH 18430 - s = pd.Series(np.zeros(20)) - other = pd.Series(np.arange(20)) - - assert s.rolling(window=window).corr(other=other).isna().all() - - def _check_pairwise_moment(self, dispatch, name, **kwargs): - def get_result(obj, obj2=None): - return getattr(getattr(obj, dispatch)(**kwargs), name)(obj2) - - result = get_result(self.frame) - result = result.loc[(slice(None), 1), 5] - result.index = result.index.droplevel(1) - expected = get_result(self.frame[1], self.frame[5]) - tm.assert_series_equal(result, expected, check_names=False) - - def test_flex_binary_moment(self): - # GH3155 - # don't blow the stack - pytest.raises(TypeError, rwindow._flex_binary_moment, 5, 6, None) - - def test_corr_sanity(self): - # GH 3155 - df = DataFrame(np.array( - [[0.87024726, 0.18505595], [0.64355431, 0.3091617], - [0.92372966, 0.50552513], [0.00203756, 0.04520709], - [0.84780328, 0.33394331], [0.78369152, 0.63919667]])) - - res = df[0].rolling(5, center=True).corr(df[1]) - assert all(np.abs(np.nan_to_num(x)) <= 1 for x in res) - - # and some fuzzing - for _ in range(10): - df = DataFrame(np.random.rand(30, 2)) - res = df[0].rolling(5, center=True).corr(df[1]) - try: - assert all(np.abs(np.nan_to_num(x)) <= 1 for x in res) - except AssertionError: - print(res) - - def test_flex_binary_frame(self): - def _check(method): - series = self.frame[1] - - res = getattr(series.rolling(window=10), method)(self.frame) - res2 = getattr(self.frame.rolling(window=10), method)(series) - exp = self.frame.apply(lambda x: getattr( - series.rolling(window=10), method)(x)) - - tm.assert_frame_equal(res, exp) - tm.assert_frame_equal(res2, exp) - - frame2 = self.frame.copy() - frame2.values[:] = np.random.randn(*frame2.shape) - - res3 = getattr(self.frame.rolling(window=10), method)(frame2) - exp = DataFrame(dict((k, getattr(self.frame[k].rolling( - window=10), method)(frame2[k])) for k in self.frame)) - tm.assert_frame_equal(res3, exp) - - methods = ['corr', 'cov'] - for meth in methods: - _check(meth) - - def test_ewmcov(self): - self._check_binary_ew('cov') - - def test_ewmcov_pairwise(self): - self._check_pairwise_moment('ewm', 'cov', span=10, min_periods=5) - - def test_ewmcorr(self): - self._check_binary_ew('corr') - - def test_ewmcorr_pairwise(self): - self._check_pairwise_moment('ewm', 'corr', span=10, min_periods=5) - - def _check_binary_ew(self, name): - def func(A, B, com, **kwargs): - return getattr(A.ewm(com, **kwargs), name)(B) - - A = Series(randn(50), index=np.arange(50)) - B = A[2:] + randn(48) - - A[:10] = np.NaN - B[-10:] = np.NaN - - result = func(A, B, 20, min_periods=5) - assert np.isnan(result.values[:14]).all() - assert not np.isnan(result.values[14:]).any() - - # GH 7898 - for min_periods in (0, 1, 2): - result = func(A, B, 20, min_periods=min_periods) - # binary functions (ewmcov, ewmcorr) with bias=False require at - # least two values - assert np.isnan(result.values[:11]).all() - assert not np.isnan(result.values[11:]).any() - - # check series of length 0 - result = func(Series([]), Series([]), 50, min_periods=min_periods) - tm.assert_series_equal(result, Series([])) - - # check series of length 1 - result = func( - Series([1.]), Series([1.]), 50, min_periods=min_periods) - tm.assert_series_equal(result, Series([np.NaN])) - - pytest.raises(Exception, func, A, randn(50), 20, min_periods=5) - - def test_expanding_apply_args_kwargs(self): - def mean_w_arg(x, const): - return np.mean(x) + const - - df = DataFrame(np.random.rand(20, 3)) - - expected = df.expanding().apply(np.mean) + 20. - - tm.assert_frame_equal(df.expanding().apply(mean_w_arg, args=(20, )), - expected) - tm.assert_frame_equal(df.expanding().apply(mean_w_arg, - kwargs={'const': 20}), - expected) - - def test_expanding_corr(self): - A = self.series.dropna() - B = (A + randn(len(A)))[:-5] - - result = A.expanding().corr(B) - - rolling_result = A.rolling(window=len(A), min_periods=1).corr(B) - - tm.assert_almost_equal(rolling_result, result) - - def test_expanding_count(self): - result = self.series.expanding().count() - tm.assert_almost_equal(result, self.series.rolling( - window=len(self.series)).count()) - - def test_expanding_quantile(self): - result = self.series.expanding().quantile(0.5) - - rolling_result = self.series.rolling(window=len(self.series), - min_periods=1).quantile(0.5) - - tm.assert_almost_equal(result, rolling_result) - - def test_expanding_cov(self): - A = self.series - B = (A + randn(len(A)))[:-5] - - result = A.expanding().cov(B) - - rolling_result = A.rolling(window=len(A), min_periods=1).cov(B) - - tm.assert_almost_equal(rolling_result, result) - - def test_expanding_cov_pairwise(self): - result = self.frame.expanding().corr() - - rolling_result = self.frame.rolling(window=len(self.frame), - min_periods=1).corr() - - tm.assert_frame_equal(result, rolling_result) - - def test_expanding_corr_pairwise(self): - result = self.frame.expanding().corr() - - rolling_result = self.frame.rolling(window=len(self.frame), - min_periods=1).corr() - tm.assert_frame_equal(result, rolling_result) - - def test_expanding_cov_diff_index(self): - # GH 7512 - s1 = Series([1, 2, 3], index=[0, 1, 2]) - s2 = Series([1, 3], index=[0, 2]) - result = s1.expanding().cov(s2) - expected = Series([None, None, 2.0]) - tm.assert_series_equal(result, expected) - - s2a = Series([1, None, 3], index=[0, 1, 2]) - result = s1.expanding().cov(s2a) - tm.assert_series_equal(result, expected) - - s1 = Series([7, 8, 10], index=[0, 1, 3]) - s2 = Series([7, 9, 10], index=[0, 2, 3]) - result = s1.expanding().cov(s2) - expected = Series([None, None, None, 4.5]) - tm.assert_series_equal(result, expected) - - def test_expanding_corr_diff_index(self): - # GH 7512 - s1 = Series([1, 2, 3], index=[0, 1, 2]) - s2 = Series([1, 3], index=[0, 2]) - result = s1.expanding().corr(s2) - expected = Series([None, None, 1.0]) - tm.assert_series_equal(result, expected) - - s2a = Series([1, None, 3], index=[0, 1, 2]) - result = s1.expanding().corr(s2a) - tm.assert_series_equal(result, expected) - - s1 = Series([7, 8, 10], index=[0, 1, 3]) - s2 = Series([7, 9, 10], index=[0, 2, 3]) - result = s1.expanding().corr(s2) - expected = Series([None, None, None, 1.]) - tm.assert_series_equal(result, expected) - - def test_rolling_cov_diff_length(self): - # GH 7512 - s1 = Series([1, 2, 3], index=[0, 1, 2]) - s2 = Series([1, 3], index=[0, 2]) - result = s1.rolling(window=3, min_periods=2).cov(s2) - expected = Series([None, None, 2.0]) - tm.assert_series_equal(result, expected) - - s2a = Series([1, None, 3], index=[0, 1, 2]) - result = s1.rolling(window=3, min_periods=2).cov(s2a) - tm.assert_series_equal(result, expected) - - def test_rolling_corr_diff_length(self): - # GH 7512 - s1 = Series([1, 2, 3], index=[0, 1, 2]) - s2 = Series([1, 3], index=[0, 2]) - result = s1.rolling(window=3, min_periods=2).corr(s2) - expected = Series([None, None, 1.0]) - tm.assert_series_equal(result, expected) - - s2a = Series([1, None, 3], index=[0, 1, 2]) - result = s1.rolling(window=3, min_periods=2).corr(s2a) - tm.assert_series_equal(result, expected) - - def test_rolling_functions_window_non_shrinkage(self): - # GH 7764 - s = Series(range(4)) - s_expected = Series(np.nan, index=s.index) - df = DataFrame([[1, 5], [3, 2], [3, 9], [-1, 0]], columns=['A', 'B']) - df_expected = DataFrame(np.nan, index=df.index, columns=df.columns) - - functions = [lambda x: (x.rolling(window=10, min_periods=5) - .cov(x, pairwise=False)), - lambda x: (x.rolling(window=10, min_periods=5) - .corr(x, pairwise=False)), - lambda x: x.rolling(window=10, min_periods=5).max(), - lambda x: x.rolling(window=10, min_periods=5).min(), - lambda x: x.rolling(window=10, min_periods=5).sum(), - lambda x: x.rolling(window=10, min_periods=5).mean(), - lambda x: x.rolling(window=10, min_periods=5).std(), - lambda x: x.rolling(window=10, min_periods=5).var(), - lambda x: x.rolling(window=10, min_periods=5).skew(), - lambda x: x.rolling(window=10, min_periods=5).kurt(), - lambda x: x.rolling( - window=10, min_periods=5).quantile(quantile=0.5), - lambda x: x.rolling(window=10, min_periods=5).median(), - lambda x: x.rolling(window=10, min_periods=5).apply(sum), - lambda x: x.rolling(win_type='boxcar', - window=10, min_periods=5).mean()] - for f in functions: - try: - s_result = f(s) - tm.assert_series_equal(s_result, s_expected) - - df_result = f(df) - tm.assert_frame_equal(df_result, df_expected) - except (ImportError): - - # scipy needed for rolling_window - continue - - def test_rolling_functions_window_non_shrinkage_binary(self): - - # corr/cov return a MI DataFrame - df = DataFrame([[1, 5], [3, 2], [3, 9], [-1, 0]], - columns=Index(['A', 'B'], name='foo'), - index=Index(range(4), name='bar')) - df_expected = DataFrame( - columns=Index(['A', 'B'], name='foo'), - index=pd.MultiIndex.from_product([df.index, df.columns], - names=['bar', 'foo']), - dtype='float64') - functions = [lambda x: (x.rolling(window=10, min_periods=5) - .cov(x, pairwise=True)), - lambda x: (x.rolling(window=10, min_periods=5) - .corr(x, pairwise=True))] - for f in functions: - df_result = f(df) - tm.assert_frame_equal(df_result, df_expected) - - def test_moment_functions_zero_length(self): - # GH 8056 - s = Series() - s_expected = s - df1 = DataFrame() - df1_expected = df1 - df2 = DataFrame(columns=['a']) - df2['a'] = df2['a'].astype('float64') - df2_expected = df2 - - functions = [lambda x: x.expanding().count(), - lambda x: x.expanding(min_periods=5).cov( - x, pairwise=False), - lambda x: x.expanding(min_periods=5).corr( - x, pairwise=False), - lambda x: x.expanding(min_periods=5).max(), - lambda x: x.expanding(min_periods=5).min(), - lambda x: x.expanding(min_periods=5).sum(), - lambda x: x.expanding(min_periods=5).mean(), - lambda x: x.expanding(min_periods=5).std(), - lambda x: x.expanding(min_periods=5).var(), - lambda x: x.expanding(min_periods=5).skew(), - lambda x: x.expanding(min_periods=5).kurt(), - lambda x: x.expanding(min_periods=5).quantile(0.5), - lambda x: x.expanding(min_periods=5).median(), - lambda x: x.expanding(min_periods=5).apply(sum), - lambda x: x.rolling(window=10).count(), - lambda x: x.rolling(window=10, min_periods=5).cov( - x, pairwise=False), - lambda x: x.rolling(window=10, min_periods=5).corr( - x, pairwise=False), - lambda x: x.rolling(window=10, min_periods=5).max(), - lambda x: x.rolling(window=10, min_periods=5).min(), - lambda x: x.rolling(window=10, min_periods=5).sum(), - lambda x: x.rolling(window=10, min_periods=5).mean(), - lambda x: x.rolling(window=10, min_periods=5).std(), - lambda x: x.rolling(window=10, min_periods=5).var(), - lambda x: x.rolling(window=10, min_periods=5).skew(), - lambda x: x.rolling(window=10, min_periods=5).kurt(), - lambda x: x.rolling( - window=10, min_periods=5).quantile(0.5), - lambda x: x.rolling(window=10, min_periods=5).median(), - lambda x: x.rolling(window=10, min_periods=5).apply(sum), - lambda x: x.rolling(win_type='boxcar', - window=10, min_periods=5).mean(), - ] - for f in functions: - try: - s_result = f(s) - tm.assert_series_equal(s_result, s_expected) - - df1_result = f(df1) - tm.assert_frame_equal(df1_result, df1_expected) - - df2_result = f(df2) - tm.assert_frame_equal(df2_result, df2_expected) - except (ImportError): - - # scipy needed for rolling_window - continue - - def test_moment_functions_zero_length_pairwise(self): - - df1 = DataFrame() - df1_expected = df1 - df2 = DataFrame(columns=Index(['a'], name='foo'), - index=Index([], name='bar')) - df2['a'] = df2['a'].astype('float64') - - df1_expected = DataFrame( - index=pd.MultiIndex.from_product([df1.index, df1.columns]), - columns=Index([])) - df2_expected = DataFrame( - index=pd.MultiIndex.from_product([df2.index, df2.columns], - names=['bar', 'foo']), - columns=Index(['a'], name='foo'), - dtype='float64') - - functions = [lambda x: (x.expanding(min_periods=5) - .cov(x, pairwise=True)), - lambda x: (x.expanding(min_periods=5) - .corr(x, pairwise=True)), - lambda x: (x.rolling(window=10, min_periods=5) - .cov(x, pairwise=True)), - lambda x: (x.rolling(window=10, min_periods=5) - .corr(x, pairwise=True)), - ] - for f in functions: - df1_result = f(df1) - tm.assert_frame_equal(df1_result, df1_expected) - - df2_result = f(df2) - tm.assert_frame_equal(df2_result, df2_expected) - - def test_expanding_cov_pairwise_diff_length(self): - # GH 7512 - df1 = DataFrame([[1, 5], [3, 2], [3, 9]], - columns=Index(['A', 'B'], name='foo')) - df1a = DataFrame([[1, 5], [3, 9]], - index=[0, 2], - columns=Index(['A', 'B'], name='foo')) - df2 = DataFrame([[5, 6], [None, None], [2, 1]], - columns=Index(['X', 'Y'], name='foo')) - df2a = DataFrame([[5, 6], [2, 1]], - index=[0, 2], - columns=Index(['X', 'Y'], name='foo')) - # TODO: xref gh-15826 - # .loc is not preserving the names - result1 = df1.expanding().cov(df2a, pairwise=True).loc[2] - result2 = df1.expanding().cov(df2a, pairwise=True).loc[2] - result3 = df1a.expanding().cov(df2, pairwise=True).loc[2] - result4 = df1a.expanding().cov(df2a, pairwise=True).loc[2] - expected = DataFrame([[-3.0, -6.0], [-5.0, -10.0]], - columns=Index(['A', 'B'], name='foo'), - index=Index(['X', 'Y'], name='foo')) - tm.assert_frame_equal(result1, expected) - tm.assert_frame_equal(result2, expected) - tm.assert_frame_equal(result3, expected) - tm.assert_frame_equal(result4, expected) - - def test_expanding_corr_pairwise_diff_length(self): - # GH 7512 - df1 = DataFrame([[1, 2], [3, 2], [3, 4]], - columns=['A', 'B'], - index=Index(range(3), name='bar')) - df1a = DataFrame([[1, 2], [3, 4]], - index=Index([0, 2], name='bar'), - columns=['A', 'B']) - df2 = DataFrame([[5, 6], [None, None], [2, 1]], - columns=['X', 'Y'], - index=Index(range(3), name='bar')) - df2a = DataFrame([[5, 6], [2, 1]], - index=Index([0, 2], name='bar'), - columns=['X', 'Y']) - result1 = df1.expanding().corr(df2, pairwise=True).loc[2] - result2 = df1.expanding().corr(df2a, pairwise=True).loc[2] - result3 = df1a.expanding().corr(df2, pairwise=True).loc[2] - result4 = df1a.expanding().corr(df2a, pairwise=True).loc[2] - expected = DataFrame([[-1.0, -1.0], [-1.0, -1.0]], - columns=['A', 'B'], - index=Index(['X', 'Y'])) - tm.assert_frame_equal(result1, expected) - tm.assert_frame_equal(result2, expected) - tm.assert_frame_equal(result3, expected) - tm.assert_frame_equal(result4, expected) - - def test_rolling_skew_edge_cases(self): - - all_nan = Series([np.NaN] * 5) - - # yields all NaN (0 variance) - d = Series([1] * 5) - x = d.rolling(window=5).skew() - tm.assert_series_equal(all_nan, x) - - # yields all NaN (window too small) - d = Series(np.random.randn(5)) - x = d.rolling(window=2).skew() - tm.assert_series_equal(all_nan, x) - - # yields [NaN, NaN, NaN, 0.177994, 1.548824] - d = Series([-1.50837035, -0.1297039, 0.19501095, 1.73508164, 0.41941401 - ]) - expected = Series([np.NaN, np.NaN, np.NaN, 0.177994, 1.548824]) - x = d.rolling(window=4).skew() - tm.assert_series_equal(expected, x) - - def test_rolling_kurt_edge_cases(self): - - all_nan = Series([np.NaN] * 5) - - # yields all NaN (0 variance) - d = Series([1] * 5) - x = d.rolling(window=5).kurt() - tm.assert_series_equal(all_nan, x) - - # yields all NaN (window too small) - d = Series(np.random.randn(5)) - x = d.rolling(window=3).kurt() - tm.assert_series_equal(all_nan, x) - - # yields [NaN, NaN, NaN, 1.224307, 2.671499] - d = Series([-1.50837035, -0.1297039, 0.19501095, 1.73508164, 0.41941401 - ]) - expected = Series([np.NaN, np.NaN, np.NaN, 1.224307, 2.671499]) - x = d.rolling(window=4).kurt() - tm.assert_series_equal(expected, x) - - def test_rolling_skew_eq_value_fperr(self): - # #18804 all rolling skew for all equal values should return Nan - a = Series([1.1] * 15).rolling(window=10).skew() - assert np.isnan(a).all() - - def test_rolling_kurt_eq_value_fperr(self): - # #18804 all rolling kurt for all equal values should return Nan - a = Series([1.1] * 15).rolling(window=10).kurt() - assert np.isnan(a).all() - - @pytest.mark.parametrize('func,static_comp', [('sum', np.sum), - ('mean', np.mean), - ('max', np.max), - ('min', np.min)], - ids=['sum', 'mean', 'max', 'min']) - def test_expanding_func(self, func, static_comp): - def expanding_func(x, min_periods=1, center=False, axis=0): - exp = x.expanding(min_periods=min_periods, - center=center, axis=axis) - return getattr(exp, func)() - self._check_expanding(expanding_func, static_comp, preserve_nan=False) - - def test_expanding_apply(self): - - def expanding_mean(x, min_periods=1): - exp = x.expanding(min_periods=min_periods) - return exp.apply(lambda x: x.mean()) - - self._check_expanding(expanding_mean, np.mean) - - ser = Series([]) - tm.assert_series_equal(ser, ser.expanding().apply(lambda x: x.mean())) - - # GH 8080 - s = Series([None, None, None]) - result = s.expanding(min_periods=0).apply(lambda x: len(x)) - expected = Series([1., 2., 3.]) - tm.assert_series_equal(result, expected) - - def _check_expanding(self, func, static_comp, has_min_periods=True, - has_time_rule=True, preserve_nan=True): - - series_result = func(self.series) - assert isinstance(series_result, Series) - frame_result = func(self.frame) - assert isinstance(frame_result, DataFrame) - - result = func(self.series) - tm.assert_almost_equal(result[10], static_comp(self.series[:11])) - - if preserve_nan: - assert result.iloc[self._nan_locs].isna().all() - - ser = Series(randn(50)) - - if has_min_periods: - result = func(ser, min_periods=30) - assert result[:29].isna().all() - tm.assert_almost_equal(result.iloc[-1], static_comp(ser[:50])) - - # min_periods is working correctly - result = func(ser, min_periods=15) - assert isna(result.iloc[13]) - assert notna(result.iloc[14]) - - ser2 = Series(randn(20)) - result = func(ser2, min_periods=5) - assert isna(result[3]) - assert notna(result[4]) - - # min_periods=0 - result0 = func(ser, min_periods=0) - result1 = func(ser, min_periods=1) - tm.assert_almost_equal(result0, result1) - else: - result = func(ser) - tm.assert_almost_equal(result.iloc[-1], static_comp(ser[:50])) - - def test_rolling_max_gh6297(self): - """Replicate result expected in GH #6297""" - - indices = [datetime(1975, 1, i) for i in range(1, 6)] - # So that we can have 2 datapoints on one of the days - indices.append(datetime(1975, 1, 3, 6, 0)) - series = Series(range(1, 7), index=indices) - # Use floats instead of ints as values - series = series.map(lambda x: float(x)) - # Sort chronologically - series = series.sort_index() - - expected = Series([1.0, 2.0, 6.0, 4.0, 5.0], - index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) - x = series.resample('D').max().rolling(window=1).max() - tm.assert_series_equal(expected, x) - - def test_rolling_max_resample(self): - - indices = [datetime(1975, 1, i) for i in range(1, 6)] - # So that we can have 3 datapoints on last day (4, 10, and 20) - indices.append(datetime(1975, 1, 5, 1)) - indices.append(datetime(1975, 1, 5, 2)) - series = Series(list(range(0, 5)) + [10, 20], index=indices) - # Use floats instead of ints as values - series = series.map(lambda x: float(x)) - # Sort chronologically - series = series.sort_index() - - # Default how should be max - expected = Series([0.0, 1.0, 2.0, 3.0, 20.0], - index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) - x = series.resample('D').max().rolling(window=1).max() - tm.assert_series_equal(expected, x) - - # Now specify median (10.0) - expected = Series([0.0, 1.0, 2.0, 3.0, 10.0], - index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) - x = series.resample('D').median().rolling(window=1).max() - tm.assert_series_equal(expected, x) - - # Now specify mean (4+10+20)/3 - v = (4.0 + 10.0 + 20.0) / 3.0 - expected = Series([0.0, 1.0, 2.0, 3.0, v], - index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) - x = series.resample('D').mean().rolling(window=1).max() - tm.assert_series_equal(expected, x) - - def test_rolling_min_resample(self): - - indices = [datetime(1975, 1, i) for i in range(1, 6)] - # So that we can have 3 datapoints on last day (4, 10, and 20) - indices.append(datetime(1975, 1, 5, 1)) - indices.append(datetime(1975, 1, 5, 2)) - series = Series(list(range(0, 5)) + [10, 20], index=indices) - # Use floats instead of ints as values - series = series.map(lambda x: float(x)) - # Sort chronologically - series = series.sort_index() - - # Default how should be min - expected = Series([0.0, 1.0, 2.0, 3.0, 4.0], - index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) - r = series.resample('D').min().rolling(window=1) - tm.assert_series_equal(expected, r.min()) - - def test_rolling_median_resample(self): - - indices = [datetime(1975, 1, i) for i in range(1, 6)] - # So that we can have 3 datapoints on last day (4, 10, and 20) - indices.append(datetime(1975, 1, 5, 1)) - indices.append(datetime(1975, 1, 5, 2)) - series = Series(list(range(0, 5)) + [10, 20], index=indices) - # Use floats instead of ints as values - series = series.map(lambda x: float(x)) - # Sort chronologically - series = series.sort_index() - - # Default how should be median - expected = Series([0.0, 1.0, 2.0, 3.0, 10], - index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) - x = series.resample('D').median().rolling(window=1).median() - tm.assert_series_equal(expected, x) - - def test_rolling_median_memory_error(self): - # GH11722 - n = 20000 - Series(np.random.randn(n)).rolling(window=2, center=False).median() - Series(np.random.randn(n)).rolling(window=2, center=False).median() - - def test_rolling_min_max_numeric_types(self): - - # GH12373 - types_test = [np.dtype("f{}".format(width)) for width in [4, 8]] - types_test.extend([np.dtype("{}{}".format(sign, width)) - for width in [1, 2, 4, 8] for sign in "ui"]) - for data_type in types_test: - # Just testing that these don't throw exceptions and that - # the return type is float64. Other tests will cover quantitative - # correctness - result = (DataFrame(np.arange(20, dtype=data_type)) - .rolling(window=5).max()) - assert result.dtypes[0] == np.dtype("f8") - result = (DataFrame(np.arange(20, dtype=data_type)) - .rolling(window=5).min()) - assert result.dtypes[0] == np.dtype("f8") - - -class TestGrouperGrouping(object): - - def setup_method(self, method): - self.series = Series(np.arange(10)) - self.frame = DataFrame({'A': [1] * 20 + [2] * 12 + [3] * 8, - 'B': np.arange(40)}) - - def test_mutated(self): - - def f(): - self.frame.groupby('A', foo=1) - pytest.raises(TypeError, f) - - g = self.frame.groupby('A') - assert not g.mutated - g = self.frame.groupby('A', mutated=True) - assert g.mutated - - def test_getitem(self): - g = self.frame.groupby('A') - g_mutated = self.frame.groupby('A', mutated=True) - - expected = g_mutated.B.apply(lambda x: x.rolling(2).mean()) - - result = g.rolling(2).mean().B - tm.assert_series_equal(result, expected) - - result = g.rolling(2).B.mean() - tm.assert_series_equal(result, expected) - - result = g.B.rolling(2).mean() - tm.assert_series_equal(result, expected) - - result = self.frame.B.groupby(self.frame.A).rolling(2).mean() - tm.assert_series_equal(result, expected) - - def test_getitem_multiple(self): - - # GH 13174 - g = self.frame.groupby('A') - r = g.rolling(2) - g_mutated = self.frame.groupby('A', mutated=True) - expected = g_mutated.B.apply(lambda x: x.rolling(2).count()) - - result = r.B.count() - tm.assert_series_equal(result, expected) - - result = r.B.count() - tm.assert_series_equal(result, expected) - - def test_rolling(self): - g = self.frame.groupby('A') - r = g.rolling(window=4) - - for f in ['sum', 'mean', 'min', 'max', 'count', 'kurt', 'skew']: - - result = getattr(r, f)() - expected = g.apply(lambda x: getattr(x.rolling(4), f)()) - tm.assert_frame_equal(result, expected) - - for f in ['std', 'var']: - result = getattr(r, f)(ddof=1) - expected = g.apply(lambda x: getattr(x.rolling(4), f)(ddof=1)) - tm.assert_frame_equal(result, expected) - - result = r.quantile(0.5) - expected = g.apply(lambda x: x.rolling(4).quantile(0.5)) - tm.assert_frame_equal(result, expected) - - def test_rolling_corr_cov(self): - g = self.frame.groupby('A') - r = g.rolling(window=4) - - for f in ['corr', 'cov']: - result = getattr(r, f)(self.frame) - - def func(x): - return getattr(x.rolling(4), f)(self.frame) - expected = g.apply(func) - tm.assert_frame_equal(result, expected) - - result = getattr(r.B, f)(pairwise=True) - - def func(x): - return getattr(x.B.rolling(4), f)(pairwise=True) - expected = g.apply(func) - tm.assert_series_equal(result, expected) - - def test_rolling_apply(self): - g = self.frame.groupby('A') - r = g.rolling(window=4) - - # reduction - result = r.apply(lambda x: x.sum()) - expected = g.apply(lambda x: x.rolling(4).apply(lambda y: y.sum())) - tm.assert_frame_equal(result, expected) - - def test_expanding(self): - g = self.frame.groupby('A') - r = g.expanding() - - for f in ['sum', 'mean', 'min', 'max', 'count', 'kurt', 'skew']: - - result = getattr(r, f)() - expected = g.apply(lambda x: getattr(x.expanding(), f)()) - tm.assert_frame_equal(result, expected) - - for f in ['std', 'var']: - result = getattr(r, f)(ddof=0) - expected = g.apply(lambda x: getattr(x.expanding(), f)(ddof=0)) - tm.assert_frame_equal(result, expected) - - result = r.quantile(0.5) - expected = g.apply(lambda x: x.expanding().quantile(0.5)) - tm.assert_frame_equal(result, expected) - - def test_expanding_corr_cov(self): - g = self.frame.groupby('A') - r = g.expanding() - - for f in ['corr', 'cov']: - result = getattr(r, f)(self.frame) - - def func(x): - return getattr(x.expanding(), f)(self.frame) - expected = g.apply(func) - tm.assert_frame_equal(result, expected) - - result = getattr(r.B, f)(pairwise=True) - - def func(x): - return getattr(x.B.expanding(), f)(pairwise=True) - expected = g.apply(func) - tm.assert_series_equal(result, expected) - - def test_expanding_apply(self): - g = self.frame.groupby('A') - r = g.expanding() - - # reduction - result = r.apply(lambda x: x.sum()) - expected = g.apply(lambda x: x.expanding().apply(lambda y: y.sum())) - tm.assert_frame_equal(result, expected) - - -class TestRollingTS(object): - - # rolling time-series friendly - # xref GH13327 - - def setup_method(self, method): - - self.regular = DataFrame({'A': pd.date_range('20130101', - periods=5, - freq='s'), - 'B': range(5)}).set_index('A') - - self.ragged = DataFrame({'B': range(5)}) - self.ragged.index = [Timestamp('20130101 09:00:00'), - Timestamp('20130101 09:00:02'), - Timestamp('20130101 09:00:03'), - Timestamp('20130101 09:00:05'), - Timestamp('20130101 09:00:06')] - - def test_doc_string(self): - - df = DataFrame({'B': [0, 1, 2, np.nan, 4]}, - index=[Timestamp('20130101 09:00:00'), - Timestamp('20130101 09:00:02'), - Timestamp('20130101 09:00:03'), - Timestamp('20130101 09:00:05'), - Timestamp('20130101 09:00:06')]) - df - df.rolling('2s').sum() - - def test_valid(self): - - df = self.regular - - # not a valid freq - with pytest.raises(ValueError): - df.rolling(window='foobar') - - # not a datetimelike index - with pytest.raises(ValueError): - df.reset_index().rolling(window='foobar') - - # non-fixed freqs - for freq in ['2MS', pd.offsets.MonthBegin(2)]: - with pytest.raises(ValueError): - df.rolling(window=freq) - - for freq in ['1D', pd.offsets.Day(2), '2ms']: - df.rolling(window=freq) - - # non-integer min_periods - for minp in [1.0, 'foo', np.array([1, 2, 3])]: - with pytest.raises(ValueError): - df.rolling(window='1D', min_periods=minp) - - # center is not implemented - with pytest.raises(NotImplementedError): - df.rolling(window='1D', center=True) - - def test_on(self): - - df = self.regular - - # not a valid column - with pytest.raises(ValueError): - df.rolling(window='2s', on='foobar') - - # column is valid - df = df.copy() - df['C'] = pd.date_range('20130101', periods=len(df)) - df.rolling(window='2d', on='C').sum() - - # invalid columns - with pytest.raises(ValueError): - df.rolling(window='2d', on='B') - - # ok even though on non-selected - df.rolling(window='2d', on='C').B.sum() - - def test_monotonic_on(self): - - # on/index must be monotonic - df = DataFrame({'A': pd.date_range('20130101', - periods=5, - freq='s'), - 'B': range(5)}) - - assert df.A.is_monotonic - df.rolling('2s', on='A').sum() - - df = df.set_index('A') - assert df.index.is_monotonic - df.rolling('2s').sum() - - # non-monotonic - df.index = reversed(df.index.tolist()) - assert not df.index.is_monotonic - - with pytest.raises(ValueError): - df.rolling('2s').sum() - - df = df.reset_index() - with pytest.raises(ValueError): - df.rolling('2s', on='A').sum() - - def test_frame_on(self): - - df = DataFrame({'B': range(5), - 'C': pd.date_range('20130101 09:00:00', - periods=5, - freq='3s')}) - - df['A'] = [Timestamp('20130101 09:00:00'), - Timestamp('20130101 09:00:02'), - Timestamp('20130101 09:00:03'), - Timestamp('20130101 09:00:05'), - Timestamp('20130101 09:00:06')] - - # we are doing simulating using 'on' - expected = (df.set_index('A') - .rolling('2s') - .B - .sum() - .reset_index(drop=True) - ) - - result = (df.rolling('2s', on='A') - .B - .sum() - ) - tm.assert_series_equal(result, expected) - - # test as a frame - # we should be ignoring the 'on' as an aggregation column - # note that the expected is setting, computing, and resetting - # so the columns need to be switched compared - # to the actual result where they are ordered as in the - # original - expected = (df.set_index('A') - .rolling('2s')[['B']] - .sum() - .reset_index()[['B', 'A']] - ) - - result = (df.rolling('2s', on='A')[['B']] - .sum() - ) - tm.assert_frame_equal(result, expected) - - def test_frame_on2(self): - - # using multiple aggregation columns - df = DataFrame({'A': [0, 1, 2, 3, 4], - 'B': [0, 1, 2, np.nan, 4], - 'C': Index([Timestamp('20130101 09:00:00'), - Timestamp('20130101 09:00:02'), - Timestamp('20130101 09:00:03'), - Timestamp('20130101 09:00:05'), - Timestamp('20130101 09:00:06')])}, - columns=['A', 'C', 'B']) - - expected1 = DataFrame({'A': [0., 1, 3, 3, 7], - 'B': [0, 1, 3, np.nan, 4], - 'C': df['C']}, - columns=['A', 'C', 'B']) - - result = df.rolling('2s', on='C').sum() - expected = expected1 - tm.assert_frame_equal(result, expected) - - expected = Series([0, 1, 3, np.nan, 4], name='B') - result = df.rolling('2s', on='C').B.sum() - tm.assert_series_equal(result, expected) - - expected = expected1[['A', 'B', 'C']] - result = df.rolling('2s', on='C')[['A', 'B', 'C']].sum() - tm.assert_frame_equal(result, expected) - - def test_basic_regular(self): - - df = self.regular.copy() - - df.index = pd.date_range('20130101', periods=5, freq='D') - expected = df.rolling(window=1, min_periods=1).sum() - result = df.rolling(window='1D').sum() - tm.assert_frame_equal(result, expected) - - df.index = pd.date_range('20130101', periods=5, freq='2D') - expected = df.rolling(window=1, min_periods=1).sum() - result = df.rolling(window='2D', min_periods=1).sum() - tm.assert_frame_equal(result, expected) - - expected = df.rolling(window=1, min_periods=1).sum() - result = df.rolling(window='2D', min_periods=1).sum() - tm.assert_frame_equal(result, expected) - - expected = df.rolling(window=1).sum() - result = df.rolling(window='2D').sum() - tm.assert_frame_equal(result, expected) - - def test_min_periods(self): - - # compare for min_periods - df = self.regular - - # these slightly different - expected = df.rolling(2, min_periods=1).sum() - result = df.rolling('2s').sum() - tm.assert_frame_equal(result, expected) - - expected = df.rolling(2, min_periods=1).sum() - result = df.rolling('2s', min_periods=1).sum() - tm.assert_frame_equal(result, expected) - - def test_closed(self): - - # xref GH13965 - - df = DataFrame({'A': [1] * 5}, - index=[Timestamp('20130101 09:00:01'), - Timestamp('20130101 09:00:02'), - Timestamp('20130101 09:00:03'), - Timestamp('20130101 09:00:04'), - Timestamp('20130101 09:00:06')]) - - # closed must be 'right', 'left', 'both', 'neither' - with pytest.raises(ValueError): - self.regular.rolling(window='2s', closed="blabla") - - expected = df.copy() - expected["A"] = [1.0, 2, 2, 2, 1] - result = df.rolling('2s', closed='right').sum() - tm.assert_frame_equal(result, expected) - - # default should be 'right' - result = df.rolling('2s').sum() - tm.assert_frame_equal(result, expected) - - expected = df.copy() - expected["A"] = [1.0, 2, 3, 3, 2] - result = df.rolling('2s', closed='both').sum() - tm.assert_frame_equal(result, expected) - - expected = df.copy() - expected["A"] = [np.nan, 1.0, 2, 2, 1] - result = df.rolling('2s', closed='left').sum() - tm.assert_frame_equal(result, expected) - - expected = df.copy() - expected["A"] = [np.nan, 1.0, 1, 1, np.nan] - result = df.rolling('2s', closed='neither').sum() - tm.assert_frame_equal(result, expected) - - def test_ragged_sum(self): - - df = self.ragged - result = df.rolling(window='1s', min_periods=1).sum() - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=1).sum() - expected = df.copy() - expected['B'] = [0.0, 1, 3, 3, 7] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=2).sum() - expected = df.copy() - expected['B'] = [np.nan, np.nan, 3, np.nan, 7] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='3s', min_periods=1).sum() - expected = df.copy() - expected['B'] = [0.0, 1, 3, 5, 7] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='3s').sum() - expected = df.copy() - expected['B'] = [0.0, 1, 3, 5, 7] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='4s', min_periods=1).sum() - expected = df.copy() - expected['B'] = [0.0, 1, 3, 6, 9] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='4s', min_periods=3).sum() - expected = df.copy() - expected['B'] = [np.nan, np.nan, 3, 6, 9] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='5s', min_periods=1).sum() - expected = df.copy() - expected['B'] = [0.0, 1, 3, 6, 10] - tm.assert_frame_equal(result, expected) - - def test_ragged_mean(self): - - df = self.ragged - result = df.rolling(window='1s', min_periods=1).mean() - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=1).mean() - expected = df.copy() - expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] - tm.assert_frame_equal(result, expected) - - def test_ragged_median(self): - - df = self.ragged - result = df.rolling(window='1s', min_periods=1).median() - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=1).median() - expected = df.copy() - expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] - tm.assert_frame_equal(result, expected) - - def test_ragged_quantile(self): - - df = self.ragged - result = df.rolling(window='1s', min_periods=1).quantile(0.5) - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=1).quantile(0.5) - expected = df.copy() - expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] - tm.assert_frame_equal(result, expected) - - def test_ragged_std(self): - - df = self.ragged - result = df.rolling(window='1s', min_periods=1).std(ddof=0) - expected = df.copy() - expected['B'] = [0.0] * 5 - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='1s', min_periods=1).std(ddof=1) - expected = df.copy() - expected['B'] = [np.nan] * 5 - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='3s', min_periods=1).std(ddof=0) - expected = df.copy() - expected['B'] = [0.0] + [0.5] * 4 - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='5s', min_periods=1).std(ddof=1) - expected = df.copy() - expected['B'] = [np.nan, 0.707107, 1.0, 1.0, 1.290994] - tm.assert_frame_equal(result, expected) - - def test_ragged_var(self): - - df = self.ragged - result = df.rolling(window='1s', min_periods=1).var(ddof=0) - expected = df.copy() - expected['B'] = [0.0] * 5 - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='1s', min_periods=1).var(ddof=1) - expected = df.copy() - expected['B'] = [np.nan] * 5 - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='3s', min_periods=1).var(ddof=0) - expected = df.copy() - expected['B'] = [0.0] + [0.25] * 4 - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='5s', min_periods=1).var(ddof=1) - expected = df.copy() - expected['B'] = [np.nan, 0.5, 1.0, 1.0, 1 + 2 / 3.] - tm.assert_frame_equal(result, expected) - - def test_ragged_skew(self): - - df = self.ragged - result = df.rolling(window='3s', min_periods=1).skew() - expected = df.copy() - expected['B'] = [np.nan] * 5 - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='5s', min_periods=1).skew() - expected = df.copy() - expected['B'] = [np.nan] * 2 + [0.0, 0.0, 0.0] - tm.assert_frame_equal(result, expected) - - def test_ragged_kurt(self): - - df = self.ragged - result = df.rolling(window='3s', min_periods=1).kurt() - expected = df.copy() - expected['B'] = [np.nan] * 5 - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='5s', min_periods=1).kurt() - expected = df.copy() - expected['B'] = [np.nan] * 4 + [-1.2] - tm.assert_frame_equal(result, expected) - - def test_ragged_count(self): - - df = self.ragged - result = df.rolling(window='1s', min_periods=1).count() - expected = df.copy() - expected['B'] = [1.0, 1, 1, 1, 1] - tm.assert_frame_equal(result, expected) - - df = self.ragged - result = df.rolling(window='1s').count() - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=1).count() - expected = df.copy() - expected['B'] = [1.0, 1, 2, 1, 2] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=2).count() - expected = df.copy() - expected['B'] = [np.nan, np.nan, 2, np.nan, 2] - tm.assert_frame_equal(result, expected) - - def test_regular_min(self): - - df = DataFrame({'A': pd.date_range('20130101', - periods=5, - freq='s'), - 'B': [0.0, 1, 2, 3, 4]}).set_index('A') - result = df.rolling('1s').min() - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - df = DataFrame({'A': pd.date_range('20130101', - periods=5, - freq='s'), - 'B': [5, 4, 3, 4, 5]}).set_index('A') - - tm.assert_frame_equal(result, expected) - result = df.rolling('2s').min() - expected = df.copy() - expected['B'] = [5.0, 4, 3, 3, 4] - tm.assert_frame_equal(result, expected) - - result = df.rolling('5s').min() - expected = df.copy() - expected['B'] = [5.0, 4, 3, 3, 3] - tm.assert_frame_equal(result, expected) - - def test_ragged_min(self): - - df = self.ragged - - result = df.rolling(window='1s', min_periods=1).min() - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=1).min() - expected = df.copy() - expected['B'] = [0.0, 1, 1, 3, 3] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='5s', min_periods=1).min() - expected = df.copy() - expected['B'] = [0.0, 0, 0, 1, 1] - tm.assert_frame_equal(result, expected) - - def test_perf_min(self): - - N = 10000 - - dfp = DataFrame({'B': np.random.randn(N)}, - index=pd.date_range('20130101', - periods=N, - freq='s')) - expected = dfp.rolling(2, min_periods=1).min() - result = dfp.rolling('2s').min() - assert ((result - expected) < 0.01).all().bool() - - expected = dfp.rolling(200, min_periods=1).min() - result = dfp.rolling('200s').min() - assert ((result - expected) < 0.01).all().bool() - - def test_ragged_max(self): - - df = self.ragged - - result = df.rolling(window='1s', min_periods=1).max() - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=1).max() - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='5s', min_periods=1).max() - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - def test_ragged_apply(self): - - df = self.ragged - - f = lambda x: 1 - result = df.rolling(window='1s', min_periods=1).apply(f) - expected = df.copy() - expected['B'] = 1. - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=1).apply(f) - expected = df.copy() - expected['B'] = 1. - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='5s', min_periods=1).apply(f) - expected = df.copy() - expected['B'] = 1. - tm.assert_frame_equal(result, expected) - - def test_all(self): - - # simple comparison of integer vs time-based windowing - df = self.regular * 2 - er = df.rolling(window=1) - r = df.rolling(window='1s') - - for f in ['sum', 'mean', 'count', 'median', 'std', - 'var', 'kurt', 'skew', 'min', 'max']: - - result = getattr(r, f)() - expected = getattr(er, f)() - tm.assert_frame_equal(result, expected) - - result = r.quantile(0.5) - expected = er.quantile(0.5) - tm.assert_frame_equal(result, expected) - - result = r.apply(lambda x: 1) - expected = er.apply(lambda x: 1) - tm.assert_frame_equal(result, expected) - - def test_all2(self): - - # more sophisticated comparison of integer vs. - # time-based windowing - df = DataFrame({'B': np.arange(50)}, - index=pd.date_range('20130101', - periods=50, freq='H') - ) - # in-range data - dft = df.between_time("09:00", "16:00") - - r = dft.rolling(window='5H') - - for f in ['sum', 'mean', 'count', 'median', 'std', - 'var', 'kurt', 'skew', 'min', 'max']: - - result = getattr(r, f)() - - # we need to roll the days separately - # to compare with a time-based roll - # finally groupby-apply will return a multi-index - # so we need to drop the day - def agg_by_day(x): - x = x.between_time("09:00", "16:00") - return getattr(x.rolling(5, min_periods=1), f)() - expected = df.groupby(df.index.day).apply( - agg_by_day).reset_index(level=0, drop=True) - - tm.assert_frame_equal(result, expected) - - def test_groupby_monotonic(self): - - # GH 15130 - # we don't need to validate monotonicity when grouping - - data = [ - ['David', '1/1/2015', 100], ['David', '1/5/2015', 500], - ['David', '5/30/2015', 50], ['David', '7/25/2015', 50], - ['Ryan', '1/4/2014', 100], ['Ryan', '1/19/2015', 500], - ['Ryan', '3/31/2016', 50], ['Joe', '7/1/2015', 100], - ['Joe', '9/9/2015', 500], ['Joe', '10/15/2015', 50]] - - df = DataFrame(data=data, columns=['name', 'date', 'amount']) - df['date'] = pd.to_datetime(df['date']) - - expected = df.set_index('date').groupby('name').apply( - lambda x: x.rolling('180D')['amount'].sum()) - result = df.groupby('name').rolling('180D', on='date')['amount'].sum() - tm.assert_series_equal(result, expected) - - def test_non_monotonic(self): - # GH 13966 (similar to #15130, closed by #15175) - - dates = pd.date_range(start='2016-01-01 09:30:00', - periods=20, freq='s') - df = DataFrame({'A': [1] * 20 + [2] * 12 + [3] * 8, - 'B': np.concatenate((dates, dates)), - 'C': np.arange(40)}) - - result = df.groupby('A').rolling('4s', on='B').C.mean() - expected = df.set_index('B').groupby('A').apply( - lambda x: x.rolling('4s')['C'].mean()) - tm.assert_series_equal(result, expected) - - df2 = df.sort_values('B') - result = df2.groupby('A').rolling('4s', on='B').C.mean() - tm.assert_series_equal(result, expected) - - def test_rolling_cov_offset(self): - # GH16058 - - idx = pd.date_range('2017-01-01', periods=24, freq='1h') - ss = Series(np.arange(len(idx)), index=idx) - - result = ss.rolling('2h').cov() - expected = Series([np.nan] + [0.5] * (len(idx) - 1), index=idx) - tm.assert_series_equal(result, expected) - - expected2 = ss.rolling(2, min_periods=1).cov() - tm.assert_series_equal(result, expected2) - - result = ss.rolling('3h').cov() - expected = Series([np.nan, 0.5] + [1.0] * (len(idx) - 2), index=idx) - tm.assert_series_equal(result, expected) - - expected2 = ss.rolling(3, min_periods=1).cov() - tm.assert_series_equal(result, expected2) From 4544afa70fc53cad465822d3672c1d992c5acd35 Mon Sep 17 00:00:00 2001 From: Gilberto Olimpio Date: Mon, 12 Feb 2018 00:02:57 -0200 Subject: [PATCH 11/19] =?UTF-8?q?Revert=20"documenta=C3=A7=C3=A3o"?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit This reverts commit bf599831b5f18be13bf581868841f6c17444e6bc. --- doc/andrews_curve_winter.png | Bin 89733 -> 0 bytes doc/andrews_curves.png | Bin 100813 -> 0 bytes doc/area_plot_stacked.png | Bin 39014 -> 0 bytes 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0000000000000..dabdb1e8e689c --- /dev/null +++ b/pandas/tests/test_window.py @@ -0,0 +1,3755 @@ +from itertools import product +import pytest +import warnings +from warnings import catch_warnings + +from datetime import datetime, timedelta +from numpy.random import randn +import numpy as np + +import pandas as pd +from pandas import (Series, DataFrame, bdate_range, + isna, notna, concat, Timestamp, Index) +import pandas.core.window as rwindow +import pandas.tseries.offsets as offsets +from pandas.core.base import SpecificationError +from pandas.errors import UnsupportedFunctionCall +from pandas.core.sorting import safe_sort +import pandas.util.testing as tm +import pandas.util._test_decorators as td +from pandas.compat import range, zip + +N, K = 100, 10 + + +def assert_equal(left, right): + if isinstance(left, Series): + tm.assert_series_equal(left, right) + else: + tm.assert_frame_equal(left, right) + + +class Base(object): + + _nan_locs = np.arange(20, 40) + _inf_locs = np.array([]) + + def _create_data(self): + arr = randn(N) + arr[self._nan_locs] = np.NaN + + self.arr = arr + self.rng = bdate_range(datetime(2009, 1, 1), periods=N) + self.series = Series(arr.copy(), index=self.rng) + self.frame = DataFrame(randn(N, K), index=self.rng, + columns=np.arange(K)) + + +class TestApi(Base): + + def setup_method(self, method): + self._create_data() + + def test_getitem(self): + + r = self.frame.rolling(window=5) + tm.assert_index_equal(r._selected_obj.columns, self.frame.columns) + + r = self.frame.rolling(window=5)[1] + assert r._selected_obj.name == self.frame.columns[1] + + # technically this is allowed + r = self.frame.rolling(window=5)[1, 3] + tm.assert_index_equal(r._selected_obj.columns, + self.frame.columns[[1, 3]]) + + r = self.frame.rolling(window=5)[[1, 3]] + tm.assert_index_equal(r._selected_obj.columns, + self.frame.columns[[1, 3]]) + + def test_select_bad_cols(self): + df = DataFrame([[1, 2]], columns=['A', 'B']) + g = df.rolling(window=5) + pytest.raises(KeyError, g.__getitem__, ['C']) # g[['C']] + + pytest.raises(KeyError, g.__getitem__, ['A', 'C']) # g[['A', 'C']] + with tm.assert_raises_regex(KeyError, '^[^A]+$'): + # A should not be referenced as a bad column... + # will have to rethink regex if you change message! + g[['A', 'C']] + + def test_attribute_access(self): + + df = DataFrame([[1, 2]], columns=['A', 'B']) + r = df.rolling(window=5) + tm.assert_series_equal(r.A.sum(), r['A'].sum()) + pytest.raises(AttributeError, lambda: r.F) + + def tests_skip_nuisance(self): + + df = DataFrame({'A': range(5), 'B': range(5, 10), 'C': 'foo'}) + + r = df.rolling(window=3) + result = r[['A', 'B']].sum() + expected = DataFrame({'A': [np.nan, np.nan, 3, 6, 9], + 'B': [np.nan, np.nan, 18, 21, 24]}, + columns=list('AB')) + tm.assert_frame_equal(result, expected) + + expected = concat([r[['A', 'B']].sum(), df[['C']]], axis=1) + result = r.sum() + tm.assert_frame_equal(result, expected, check_like=True) + + def test_agg(self): + df = DataFrame({'A': range(5), 'B': range(0, 10, 2)}) + + r = df.rolling(window=3) + a_mean = r['A'].mean() + a_std = r['A'].std() + a_sum = r['A'].sum() + b_mean = r['B'].mean() + b_std = r['B'].std() + b_sum = r['B'].sum() + + result = r.aggregate([np.mean, np.std]) + expected = concat([a_mean, a_std, b_mean, b_std], axis=1) + expected.columns = pd.MultiIndex.from_product([['A', 'B'], ['mean', + 'std']]) + tm.assert_frame_equal(result, expected) + + result = r.aggregate({'A': np.mean, 'B': np.std}) + + expected = concat([a_mean, b_std], axis=1) + tm.assert_frame_equal(result, expected, check_like=True) + + result = r.aggregate({'A': ['mean', 'std']}) + expected = concat([a_mean, a_std], axis=1) + expected.columns = pd.MultiIndex.from_tuples([('A', 'mean'), ('A', + 'std')]) + tm.assert_frame_equal(result, expected) + + result = r['A'].aggregate(['mean', 'sum']) + expected = concat([a_mean, a_sum], axis=1) + expected.columns = ['mean', 'sum'] + tm.assert_frame_equal(result, expected) + + with catch_warnings(record=True): + result = r.aggregate({'A': {'mean': 'mean', 'sum': 'sum'}}) + expected = concat([a_mean, a_sum], axis=1) + expected.columns = pd.MultiIndex.from_tuples([('A', 'mean'), + ('A', 'sum')]) + tm.assert_frame_equal(result, expected, check_like=True) + + with catch_warnings(record=True): + result = r.aggregate({'A': {'mean': 'mean', + 'sum': 'sum'}, + 'B': {'mean2': 'mean', + 'sum2': 'sum'}}) + expected = concat([a_mean, a_sum, b_mean, b_sum], axis=1) + exp_cols = [('A', 'mean'), ('A', 'sum'), ('B', 'mean2'), ('B', 'sum2')] + expected.columns = pd.MultiIndex.from_tuples(exp_cols) + tm.assert_frame_equal(result, expected, check_like=True) + + result = r.aggregate({'A': ['mean', 'std'], 'B': ['mean', 'std']}) + expected = concat([a_mean, a_std, b_mean, b_std], axis=1) + + exp_cols = [('A', 'mean'), ('A', 'std'), ('B', 'mean'), ('B', 'std')] + expected.columns = pd.MultiIndex.from_tuples(exp_cols) + tm.assert_frame_equal(result, expected, check_like=True) + + # passed lambda + result = r.agg({'A': np.sum, 'B': lambda x: np.std(x, ddof=1)}) + rcustom = r['B'].apply(lambda x: np.std(x, ddof=1)) + expected = concat([a_sum, rcustom], axis=1) + tm.assert_frame_equal(result, expected, check_like=True) + + def test_agg_consistency(self): + + df = DataFrame({'A': range(5), 'B': range(0, 10, 2)}) + r = df.rolling(window=3) + + result = r.agg([np.sum, np.mean]).columns + expected = pd.MultiIndex.from_product([list('AB'), ['sum', 'mean']]) + tm.assert_index_equal(result, expected) + + result = r['A'].agg([np.sum, np.mean]).columns + expected = Index(['sum', 'mean']) + tm.assert_index_equal(result, expected) + + result = r.agg({'A': [np.sum, np.mean]}).columns + expected = pd.MultiIndex.from_tuples([('A', 'sum'), ('A', 'mean')]) + tm.assert_index_equal(result, expected) + + def test_agg_nested_dicts(self): + + # API change for disallowing these types of nested dicts + df = DataFrame({'A': range(5), 'B': range(0, 10, 2)}) + r = df.rolling(window=3) + + def f(): + r.aggregate({'r1': {'A': ['mean', 'sum']}, + 'r2': {'B': ['mean', 'sum']}}) + + pytest.raises(SpecificationError, f) + + expected = concat([r['A'].mean(), r['A'].std(), + r['B'].mean(), r['B'].std()], axis=1) + expected.columns = pd.MultiIndex.from_tuples([('ra', 'mean'), ( + 'ra', 'std'), ('rb', 'mean'), ('rb', 'std')]) + with catch_warnings(record=True): + result = r[['A', 'B']].agg({'A': {'ra': ['mean', 'std']}, + 'B': {'rb': ['mean', 'std']}}) + tm.assert_frame_equal(result, expected, check_like=True) + + with catch_warnings(record=True): + result = r.agg({'A': {'ra': ['mean', 'std']}, + 'B': {'rb': ['mean', 'std']}}) + expected.columns = pd.MultiIndex.from_tuples([('A', 'ra', 'mean'), ( + 'A', 'ra', 'std'), ('B', 'rb', 'mean'), ('B', 'rb', 'std')]) + tm.assert_frame_equal(result, expected, check_like=True) + + def test_count_nonnumeric_types(self): + # GH12541 + cols = ['int', 'float', 'string', 'datetime', 'timedelta', 'periods', + 'fl_inf', 'fl_nan', 'str_nan', 'dt_nat', 'periods_nat'] + + df = DataFrame( + {'int': [1, 2, 3], + 'float': [4., 5., 6.], + 'string': list('abc'), + 'datetime': pd.date_range('20170101', periods=3), + 'timedelta': pd.timedelta_range('1 s', periods=3, freq='s'), + 'periods': [pd.Period('2012-01'), pd.Period('2012-02'), + pd.Period('2012-03')], + 'fl_inf': [1., 2., np.Inf], + 'fl_nan': [1., 2., np.NaN], + 'str_nan': ['aa', 'bb', np.NaN], + 'dt_nat': [Timestamp('20170101'), Timestamp('20170203'), + Timestamp(None)], + 'periods_nat': [pd.Period('2012-01'), pd.Period('2012-02'), + pd.Period(None)]}, + columns=cols) + + expected = DataFrame( + {'int': [1., 2., 2.], + 'float': [1., 2., 2.], + 'string': [1., 2., 2.], + 'datetime': [1., 2., 2.], + 'timedelta': [1., 2., 2.], + 'periods': [1., 2., 2.], + 'fl_inf': [1., 2., 2.], + 'fl_nan': [1., 2., 1.], + 'str_nan': [1., 2., 1.], + 'dt_nat': [1., 2., 1.], + 'periods_nat': [1., 2., 1.]}, + columns=cols) + + result = df.rolling(window=2).count() + tm.assert_frame_equal(result, expected) + + result = df.rolling(1).count() + expected = df.notna().astype(float) + tm.assert_frame_equal(result, expected) + + @td.skip_if_no_scipy + def test_window_with_args(self): + # make sure that we are aggregating window functions correctly with arg + r = Series(np.random.randn(100)).rolling(window=10, min_periods=1, + win_type='gaussian') + expected = concat([r.mean(std=10), r.mean(std=.01)], axis=1) + expected.columns = ['', ''] + result = r.aggregate([lambda x: x.mean(std=10), + lambda x: x.mean(std=.01)]) + tm.assert_frame_equal(result, expected) + + def a(x): + return x.mean(std=10) + + def b(x): + return x.mean(std=0.01) + + expected = concat([r.mean(std=10), r.mean(std=.01)], axis=1) + expected.columns = ['a', 'b'] + result = r.aggregate([a, b]) + tm.assert_frame_equal(result, expected) + + def test_preserve_metadata(self): + # GH 10565 + s = Series(np.arange(100), name='foo') + + s2 = s.rolling(30).sum() + s3 = s.rolling(20).sum() + assert s2.name == 'foo' + assert s3.name == 'foo' + + +class TestWindow(Base): + + def setup_method(self, method): + self._create_data() + + @td.skip_if_no_scipy + def test_constructor(self): + # GH 12669 + + for o in [self.series, self.frame]: + c = o.rolling + + # valid + c(win_type='boxcar', window=2, min_periods=1) + c(win_type='boxcar', window=2, min_periods=1, center=True) + c(win_type='boxcar', window=2, min_periods=1, center=False) + + for wt in ['boxcar', 'triang', 'blackman', 'hamming', 'bartlett', + 'bohman', 'blackmanharris', 'nuttall', 'barthann']: + c(win_type=wt, window=2) + + # not valid + for w in [2., 'foo', np.array([2])]: + with pytest.raises(ValueError): + c(win_type='boxcar', window=2, min_periods=w) + with pytest.raises(ValueError): + c(win_type='boxcar', window=2, min_periods=1, center=w) + + for wt in ['foobar', 1]: + with pytest.raises(ValueError): + c(win_type=wt, window=2) + + def test_numpy_compat(self): + # see gh-12811 + w = rwindow.Window(Series([2, 4, 6]), window=[0, 2]) + + msg = "numpy operations are not valid with window objects" + + for func in ('sum', 'mean'): + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(w, func), 1, 2, 3) + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(w, func), dtype=np.float64) + + +class TestRolling(Base): + + def setup_method(self, method): + self._create_data() + + def test_doc_string(self): + + df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) + df + df.rolling(2).sum() + df.rolling(2, min_periods=1).sum() + + def test_constructor(self): + # GH 12669 + + for o in [self.series, self.frame]: + c = o.rolling + + # valid + c(window=2) + c(window=2, min_periods=1) + c(window=2, min_periods=1, center=True) + c(window=2, min_periods=1, center=False) + + # GH 13383 + c(0) + with pytest.raises(ValueError): + c(-1) + + # not valid + for w in [2., 'foo', np.array([2])]: + with pytest.raises(ValueError): + c(window=w) + with pytest.raises(ValueError): + c(window=2, min_periods=w) + with pytest.raises(ValueError): + c(window=2, min_periods=1, center=w) + + @td.skip_if_no_scipy + def test_constructor_with_win_type(self): + # GH 13383 + for o in [self.series, self.frame]: + c = o.rolling + c(0, win_type='boxcar') + with pytest.raises(ValueError): + c(-1, win_type='boxcar') + + def test_constructor_with_timedelta_window(self): + # GH 15440 + n = 10 + df = DataFrame({'value': np.arange(n)}, + index=pd.date_range('2015-12-24', periods=n, freq="D")) + expected_data = np.append([0., 1.], np.arange(3., 27., 3)) + for window in [timedelta(days=3), pd.Timedelta(days=3)]: + result = df.rolling(window=window).sum() + expected = DataFrame({'value': expected_data}, + index=pd.date_range('2015-12-24', periods=n, + freq="D")) + tm.assert_frame_equal(result, expected) + expected = df.rolling('3D').sum() + tm.assert_frame_equal(result, expected) + + @pytest.mark.parametrize( + 'window', [timedelta(days=3), pd.Timedelta(days=3), '3D']) + def test_constructor_with_timedelta_window_and_minperiods(self, window): + # GH 15305 + n = 10 + df = DataFrame({'value': np.arange(n)}, + index=pd.date_range('2017-08-08', periods=n, freq="D")) + expected = DataFrame( + {'value': np.append([np.NaN, 1.], np.arange(3., 27., 3))}, + index=pd.date_range('2017-08-08', periods=n, freq="D")) + result_roll_sum = df.rolling(window=window, min_periods=2).sum() + result_roll_generic = df.rolling(window=window, + min_periods=2).apply(sum) + tm.assert_frame_equal(result_roll_sum, expected) + tm.assert_frame_equal(result_roll_generic, expected) + + def test_numpy_compat(self): + # see gh-12811 + r = rwindow.Rolling(Series([2, 4, 6]), window=2) + + msg = "numpy operations are not valid with window objects" + + for func in ('std', 'mean', 'sum', 'max', 'min', 'var'): + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(r, func), 1, 2, 3) + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(r, func), dtype=np.float64) + + def test_closed(self): + df = DataFrame({'A': [0, 1, 2, 3, 4]}) + # closed only allowed for datetimelike + with pytest.raises(ValueError): + df.rolling(window=3, closed='neither') + + @pytest.mark.parametrize('roller', ['1s', 1]) + def tests_empty_df_rolling(self, roller): + # GH 15819 Verifies that datetime and integer rolling windows can be + # applied to empty DataFrames + expected = DataFrame() + result = DataFrame().rolling(roller).sum() + tm.assert_frame_equal(result, expected) + + # Verifies that datetime and integer rolling windows can be applied to + # empty DataFrames with datetime index + expected = DataFrame(index=pd.DatetimeIndex([])) + result = DataFrame(index=pd.DatetimeIndex([])).rolling(roller).sum() + tm.assert_frame_equal(result, expected) + + def test_missing_minp_zero(self): + # https://github.com/pandas-dev/pandas/pull/18921 + # minp=0 + x = pd.Series([np.nan]) + result = x.rolling(1, min_periods=0).sum() + expected = pd.Series([0.0]) + tm.assert_series_equal(result, expected) + + # minp=1 + result = x.rolling(1, min_periods=1).sum() + expected = pd.Series([np.nan]) + tm.assert_series_equal(result, expected) + + def test_missing_minp_zero_variable(self): + # https://github.com/pandas-dev/pandas/pull/18921 + x = pd.Series([np.nan] * 4, + index=pd.DatetimeIndex(['2017-01-01', '2017-01-04', + '2017-01-06', '2017-01-07'])) + result = x.rolling(pd.Timedelta("2d"), min_periods=0).sum() + expected = pd.Series(0.0, index=x.index) + tm.assert_series_equal(result, expected) + + def test_multi_index_names(self): + + # GH 16789, 16825 + cols = pd.MultiIndex.from_product([['A', 'B'], ['C', 'D', 'E']], + names=['1', '2']) + df = DataFrame(np.ones((10, 6)), columns=cols) + result = df.rolling(3).cov() + + tm.assert_index_equal(result.columns, df.columns) + assert result.index.names == [None, '1', '2'] + + +class TestExpanding(Base): + + def setup_method(self, method): + self._create_data() + + def test_doc_string(self): + + df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) + df + df.expanding(2).sum() + + def test_constructor(self): + # GH 12669 + + for o in [self.series, self.frame]: + c = o.expanding + + # valid + c(min_periods=1) + c(min_periods=1, center=True) + c(min_periods=1, center=False) + + # not valid + for w in [2., 'foo', np.array([2])]: + with pytest.raises(ValueError): + c(min_periods=w) + with pytest.raises(ValueError): + c(min_periods=1, center=w) + + def test_numpy_compat(self): + # see gh-12811 + e = rwindow.Expanding(Series([2, 4, 6]), window=2) + + msg = "numpy operations are not valid with window objects" + + for func in ('std', 'mean', 'sum', 'max', 'min', 'var'): + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(e, func), 1, 2, 3) + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(e, func), dtype=np.float64) + + @pytest.mark.parametrize( + 'expander', + [1, pytest.param('ls', marks=pytest.mark.xfail( + reason='GH 16425 expanding with ' + 'offset not supported'))]) + def test_empty_df_expanding(self, expander): + # GH 15819 Verifies that datetime and integer expanding windows can be + # applied to empty DataFrames + + expected = DataFrame() + result = DataFrame().expanding(expander).sum() + tm.assert_frame_equal(result, expected) + + # Verifies that datetime and integer expanding windows can be applied + # to empty DataFrames with datetime index + expected = DataFrame(index=pd.DatetimeIndex([])) + result = DataFrame( + index=pd.DatetimeIndex([])).expanding(expander).sum() + tm.assert_frame_equal(result, expected) + + def test_missing_minp_zero(self): + # https://github.com/pandas-dev/pandas/pull/18921 + # minp=0 + x = pd.Series([np.nan]) + result = x.expanding(min_periods=0).sum() + expected = pd.Series([0.0]) + tm.assert_series_equal(result, expected) + + # minp=1 + result = x.expanding(min_periods=1).sum() + expected = pd.Series([np.nan]) + tm.assert_series_equal(result, expected) + + +class TestEWM(Base): + + def setup_method(self, method): + self._create_data() + + def test_doc_string(self): + + df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) + df + df.ewm(com=0.5).mean() + + def test_constructor(self): + for o in [self.series, self.frame]: + c = o.ewm + + # valid + c(com=0.5) + c(span=1.5) + c(alpha=0.5) + c(halflife=0.75) + c(com=0.5, span=None) + c(alpha=0.5, com=None) + c(halflife=0.75, alpha=None) + + # not valid: mutually exclusive + with pytest.raises(ValueError): + c(com=0.5, alpha=0.5) + with pytest.raises(ValueError): + c(span=1.5, halflife=0.75) + with pytest.raises(ValueError): + c(alpha=0.5, span=1.5) + + # not valid: com < 0 + with pytest.raises(ValueError): + c(com=-0.5) + + # not valid: span < 1 + with pytest.raises(ValueError): + c(span=0.5) + + # not valid: halflife <= 0 + with pytest.raises(ValueError): + c(halflife=0) + + # not valid: alpha <= 0 or alpha > 1 + for alpha in (-0.5, 1.5): + with pytest.raises(ValueError): + c(alpha=alpha) + + def test_numpy_compat(self): + # see gh-12811 + e = rwindow.EWM(Series([2, 4, 6]), alpha=0.5) + + msg = "numpy operations are not valid with window objects" + + for func in ('std', 'mean', 'var'): + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(e, func), 1, 2, 3) + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(e, func), dtype=np.float64) + + +# gh-12373 : rolling functions error on float32 data +# make sure rolling functions works for different dtypes +# +# NOTE that these are yielded tests and so _create_data +# is explicitly called. +# +# further note that we are only checking rolling for fully dtype +# compliance (though both expanding and ewm inherit) +class Dtype(object): + window = 2 + + funcs = { + 'count': lambda v: v.count(), + 'max': lambda v: v.max(), + 'min': lambda v: v.min(), + 'sum': lambda v: v.sum(), + 'mean': lambda v: v.mean(), + 'std': lambda v: v.std(), + 'var': lambda v: v.var(), + 'median': lambda v: v.median() + } + + def get_expects(self): + expects = { + 'sr1': { + 'count': Series([1, 2, 2, 2, 2], dtype='float64'), + 'max': Series([np.nan, 1, 2, 3, 4], dtype='float64'), + 'min': Series([np.nan, 0, 1, 2, 3], dtype='float64'), + 'sum': Series([np.nan, 1, 3, 5, 7], dtype='float64'), + 'mean': Series([np.nan, .5, 1.5, 2.5, 3.5], dtype='float64'), + 'std': Series([np.nan] + [np.sqrt(.5)] * 4, dtype='float64'), + 'var': Series([np.nan, .5, .5, .5, .5], dtype='float64'), + 'median': Series([np.nan, .5, 1.5, 2.5, 3.5], dtype='float64') + }, + 'sr2': { + 'count': Series([1, 2, 2, 2, 2], dtype='float64'), + 'max': Series([np.nan, 10, 8, 6, 4], dtype='float64'), + 'min': Series([np.nan, 8, 6, 4, 2], dtype='float64'), + 'sum': Series([np.nan, 18, 14, 10, 6], dtype='float64'), + 'mean': Series([np.nan, 9, 7, 5, 3], dtype='float64'), + 'std': Series([np.nan] + [np.sqrt(2)] * 4, dtype='float64'), + 'var': Series([np.nan, 2, 2, 2, 2], dtype='float64'), + 'median': Series([np.nan, 9, 7, 5, 3], dtype='float64') + }, + 'df': { + 'count': DataFrame({0: Series([1, 2, 2, 2, 2]), + 1: Series([1, 2, 2, 2, 2])}, + dtype='float64'), + 'max': DataFrame({0: Series([np.nan, 2, 4, 6, 8]), + 1: Series([np.nan, 3, 5, 7, 9])}, + dtype='float64'), + 'min': DataFrame({0: Series([np.nan, 0, 2, 4, 6]), + 1: Series([np.nan, 1, 3, 5, 7])}, + dtype='float64'), + 'sum': DataFrame({0: Series([np.nan, 2, 6, 10, 14]), + 1: Series([np.nan, 4, 8, 12, 16])}, + dtype='float64'), + 'mean': DataFrame({0: Series([np.nan, 1, 3, 5, 7]), + 1: Series([np.nan, 2, 4, 6, 8])}, + dtype='float64'), + 'std': DataFrame({0: Series([np.nan] + [np.sqrt(2)] * 4), + 1: Series([np.nan] + [np.sqrt(2)] * 4)}, + dtype='float64'), + 'var': DataFrame({0: Series([np.nan, 2, 2, 2, 2]), + 1: Series([np.nan, 2, 2, 2, 2])}, + dtype='float64'), + 'median': DataFrame({0: Series([np.nan, 1, 3, 5, 7]), + 1: Series([np.nan, 2, 4, 6, 8])}, + dtype='float64'), + } + } + return expects + + def _create_dtype_data(self, dtype): + sr1 = Series(np.arange(5), dtype=dtype) + sr2 = Series(np.arange(10, 0, -2), dtype=dtype) + df = DataFrame(np.arange(10).reshape((5, 2)), dtype=dtype) + + data = { + 'sr1': sr1, + 'sr2': sr2, + 'df': df + } + + return data + + def _create_data(self): + self.data = self._create_dtype_data(self.dtype) + self.expects = self.get_expects() + + def test_dtypes(self): + self._create_data() + for f_name, d_name in product(self.funcs.keys(), self.data.keys()): + + f = self.funcs[f_name] + d = self.data[d_name] + exp = self.expects[d_name][f_name] + self.check_dtypes(f, f_name, d, d_name, exp) + + def check_dtypes(self, f, f_name, d, d_name, exp): + roll = d.rolling(window=self.window) + result = f(roll) + tm.assert_almost_equal(result, exp) + + +class TestDtype_object(Dtype): + dtype = object + + +class Dtype_integer(Dtype): + pass + + +class TestDtype_int8(Dtype_integer): + dtype = np.int8 + + +class TestDtype_int16(Dtype_integer): + dtype = np.int16 + + +class TestDtype_int32(Dtype_integer): + dtype = np.int32 + + +class TestDtype_int64(Dtype_integer): + dtype = np.int64 + + +class Dtype_uinteger(Dtype): + pass + + +class TestDtype_uint8(Dtype_uinteger): + dtype = np.uint8 + + +class TestDtype_uint16(Dtype_uinteger): + dtype = np.uint16 + + +class TestDtype_uint32(Dtype_uinteger): + dtype = np.uint32 + + +class TestDtype_uint64(Dtype_uinteger): + dtype = np.uint64 + + +class Dtype_float(Dtype): + pass + + +class TestDtype_float16(Dtype_float): + dtype = np.float16 + + +class TestDtype_float32(Dtype_float): + dtype = np.float32 + + +class TestDtype_float64(Dtype_float): + dtype = np.float64 + + +class TestDtype_category(Dtype): + dtype = 'category' + include_df = False + + def _create_dtype_data(self, dtype): + sr1 = Series(range(5), dtype=dtype) + sr2 = Series(range(10, 0, -2), dtype=dtype) + + data = { + 'sr1': sr1, + 'sr2': sr2 + } + + return data + + +class DatetimeLike(Dtype): + + def check_dtypes(self, f, f_name, d, d_name, exp): + + roll = d.rolling(window=self.window) + + if f_name == 'count': + result = f(roll) + tm.assert_almost_equal(result, exp) + + else: + + # other methods not Implemented ATM + with pytest.raises(NotImplementedError): + f(roll) + + +class TestDtype_timedelta(DatetimeLike): + dtype = np.dtype('m8[ns]') + + +class TestDtype_datetime(DatetimeLike): + dtype = np.dtype('M8[ns]') + + +class TestDtype_datetime64UTC(DatetimeLike): + dtype = 'datetime64[ns, UTC]' + + def _create_data(self): + pytest.skip("direct creation of extension dtype " + "datetime64[ns, UTC] is not supported ATM") + + +class TestMoments(Base): + + def setup_method(self, method): + self._create_data() + + def test_centered_axis_validation(self): + + # ok + Series(np.ones(10)).rolling(window=3, center=True, axis=0).mean() + + # bad axis + with pytest.raises(ValueError): + Series(np.ones(10)).rolling(window=3, center=True, axis=1).mean() + + # ok ok + DataFrame(np.ones((10, 10))).rolling(window=3, center=True, + axis=0).mean() + DataFrame(np.ones((10, 10))).rolling(window=3, center=True, + axis=1).mean() + + # bad axis + with pytest.raises(ValueError): + (DataFrame(np.ones((10, 10))) + .rolling(window=3, center=True, axis=2).mean()) + + def test_rolling_sum(self): + self._check_moment_func(np.nansum, name='sum', + zero_min_periods_equal=False) + + def test_rolling_count(self): + counter = lambda x: np.isfinite(x).astype(float).sum() + self._check_moment_func(counter, name='count', has_min_periods=False, + fill_value=0) + + def test_rolling_mean(self): + self._check_moment_func(np.mean, name='mean') + + @td.skip_if_no_scipy + def test_cmov_mean(self): + # GH 8238 + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, + 10.63, 14.48]) + result = Series(vals).rolling(5, center=True).mean() + expected = Series([np.nan, np.nan, 9.962, 11.27, 11.564, 12.516, + 12.818, 12.952, np.nan, np.nan]) + tm.assert_series_equal(expected, result) + + @td.skip_if_no_scipy + def test_cmov_window(self): + # GH 8238 + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, + 10.63, 14.48]) + result = Series(vals).rolling(5, win_type='boxcar', center=True).mean() + expected = Series([np.nan, np.nan, 9.962, 11.27, 11.564, 12.516, + 12.818, 12.952, np.nan, np.nan]) + tm.assert_series_equal(expected, result) + + @td.skip_if_no_scipy + def test_cmov_window_corner(self): + # GH 8238 + # all nan + vals = pd.Series([np.nan] * 10) + result = vals.rolling(5, center=True, win_type='boxcar').mean() + assert np.isnan(result).all() + + # empty + vals = pd.Series([]) + result = vals.rolling(5, center=True, win_type='boxcar').mean() + assert len(result) == 0 + + # shorter than window + vals = pd.Series(np.random.randn(5)) + result = vals.rolling(10, win_type='boxcar').mean() + assert np.isnan(result).all() + assert len(result) == 5 + + @td.skip_if_no_scipy + def test_cmov_window_frame(self): + # Gh 8238 + vals = np.array([[12.18, 3.64], [10.18, 9.16], [13.24, 14.61], + [4.51, 8.11], [6.15, 11.44], [9.14, 6.21], + [11.31, 10.67], [2.94, 6.51], [9.42, 8.39], [12.44, + 7.34]]) + + xp = np.array([[np.nan, np.nan], [np.nan, np.nan], [9.252, 9.392], + [8.644, 9.906], [8.87, 10.208], [6.81, 8.588], + [7.792, 8.644], [9.05, 7.824], [np.nan, np.nan + ], [np.nan, np.nan]]) + + # DataFrame + rs = DataFrame(vals).rolling(5, win_type='boxcar', center=True).mean() + tm.assert_frame_equal(DataFrame(xp), rs) + + # invalid method + with pytest.raises(AttributeError): + (DataFrame(vals).rolling(5, win_type='boxcar', center=True) + .std()) + + # sum + xp = np.array([[np.nan, np.nan], [np.nan, np.nan], [46.26, 46.96], + [43.22, 49.53], [44.35, 51.04], [34.05, 42.94], + [38.96, 43.22], [45.25, 39.12], [np.nan, np.nan + ], [np.nan, np.nan]]) + + rs = DataFrame(vals).rolling(5, win_type='boxcar', center=True).sum() + tm.assert_frame_equal(DataFrame(xp), rs) + + @td.skip_if_no_scipy + def test_cmov_window_na_min_periods(self): + # min_periods + vals = Series(np.random.randn(10)) + vals[4] = np.nan + vals[8] = np.nan + + xp = vals.rolling(5, min_periods=4, center=True).mean() + rs = vals.rolling(5, win_type='boxcar', min_periods=4, + center=True).mean() + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_regular(self): + # GH 8238 + win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', + 'blackmanharris', 'nuttall', 'barthann'] + + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, + 10.63, 14.48]) + xps = { + 'hamming': [np.nan, np.nan, 8.71384, 9.56348, 12.38009, 14.03687, + 13.8567, 11.81473, np.nan, np.nan], + 'triang': [np.nan, np.nan, 9.28667, 10.34667, 12.00556, 13.33889, + 13.38, 12.33667, np.nan, np.nan], + 'barthann': [np.nan, np.nan, 8.4425, 9.1925, 12.5575, 14.3675, + 14.0825, 11.5675, np.nan, np.nan], + 'bohman': [np.nan, np.nan, 7.61599, 9.1764, 12.83559, 14.17267, + 14.65923, 11.10401, np.nan, np.nan], + 'blackmanharris': [np.nan, np.nan, 6.97691, 9.16438, 13.05052, + 14.02156, 15.10512, 10.74574, np.nan, np.nan], + 'nuttall': [np.nan, np.nan, 7.04618, 9.16786, 13.02671, 14.03559, + 15.05657, 10.78514, np.nan, np.nan], + 'blackman': [np.nan, np.nan, 7.73345, 9.17869, 12.79607, 14.20036, + 14.57726, 11.16988, np.nan, np.nan], + 'bartlett': [np.nan, np.nan, 8.4425, 9.1925, 12.5575, 14.3675, + 14.0825, 11.5675, np.nan, np.nan] + } + + for wt in win_types: + xp = Series(xps[wt]) + rs = Series(vals).rolling(5, win_type=wt, center=True).mean() + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_regular_linear_range(self): + # GH 8238 + win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', + 'blackmanharris', 'nuttall', 'barthann'] + + vals = np.array(range(10), dtype=np.float) + xp = vals.copy() + xp[:2] = np.nan + xp[-2:] = np.nan + xp = Series(xp) + + for wt in win_types: + rs = Series(vals).rolling(5, win_type=wt, center=True).mean() + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_regular_missing_data(self): + # GH 8238 + win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', + 'blackmanharris', 'nuttall', 'barthann'] + + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, np.nan, + 10.63, 14.48]) + xps = { + 'bartlett': [np.nan, np.nan, 9.70333, 10.5225, 8.4425, 9.1925, + 12.5575, 14.3675, 15.61667, 13.655], + 'blackman': [np.nan, np.nan, 9.04582, 11.41536, 7.73345, 9.17869, + 12.79607, 14.20036, 15.8706, 13.655], + 'barthann': [np.nan, np.nan, 9.70333, 10.5225, 8.4425, 9.1925, + 12.5575, 14.3675, 15.61667, 13.655], + 'bohman': [np.nan, np.nan, 8.9444, 11.56327, 7.61599, 9.1764, + 12.83559, 14.17267, 15.90976, 13.655], + 'hamming': [np.nan, np.nan, 9.59321, 10.29694, 8.71384, 9.56348, + 12.38009, 14.20565, 15.24694, 13.69758], + 'nuttall': [np.nan, np.nan, 8.47693, 12.2821, 7.04618, 9.16786, + 13.02671, 14.03673, 16.08759, 13.65553], + 'triang': [np.nan, np.nan, 9.33167, 9.76125, 9.28667, 10.34667, + 12.00556, 13.82125, 14.49429, 13.765], + 'blackmanharris': [np.nan, np.nan, 8.42526, 12.36824, 6.97691, + 9.16438, 13.05052, 14.02175, 16.1098, 13.65509] + } + + for wt in win_types: + xp = Series(xps[wt]) + rs = Series(vals).rolling(5, win_type=wt, min_periods=3).mean() + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_special(self): + # GH 8238 + win_types = ['kaiser', 'gaussian', 'general_gaussian', 'slepian'] + kwds = [{'beta': 1.}, {'std': 1.}, {'power': 2., + 'width': 2.}, {'width': 0.5}] + + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, + 10.63, 14.48]) + + xps = { + 'gaussian': [np.nan, np.nan, 8.97297, 9.76077, 12.24763, 13.89053, + 13.65671, 12.01002, np.nan, np.nan], + 'general_gaussian': [np.nan, np.nan, 9.85011, 10.71589, 11.73161, + 13.08516, 12.95111, 12.74577, np.nan, np.nan], + 'slepian': [np.nan, np.nan, 9.81073, 10.89359, 11.70284, 12.88331, + 12.96079, 12.77008, np.nan, np.nan], + 'kaiser': [np.nan, np.nan, 9.86851, 11.02969, 11.65161, 12.75129, + 12.90702, 12.83757, np.nan, np.nan] + } + + for wt, k in zip(win_types, kwds): + xp = Series(xps[wt]) + rs = Series(vals).rolling(5, win_type=wt, center=True).mean(**k) + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_special_linear_range(self): + # GH 8238 + win_types = ['kaiser', 'gaussian', 'general_gaussian', 'slepian'] + kwds = [{'beta': 1.}, {'std': 1.}, {'power': 2., + 'width': 2.}, {'width': 0.5}] + + vals = np.array(range(10), dtype=np.float) + xp = vals.copy() + xp[:2] = np.nan + xp[-2:] = np.nan + xp = Series(xp) + + for wt, k in zip(win_types, kwds): + rs = Series(vals).rolling(5, win_type=wt, center=True).mean(**k) + tm.assert_series_equal(xp, rs) + + def test_rolling_median(self): + self._check_moment_func(np.median, name='median') + + def test_rolling_min(self): + self._check_moment_func(np.min, name='min') + + a = pd.Series([1, 2, 3, 4, 5]) + result = a.rolling(window=100, min_periods=1).min() + expected = pd.Series(np.ones(len(a))) + tm.assert_series_equal(result, expected) + + with pytest.raises(ValueError): + pd.Series([1, 2, 3]).rolling(window=3, min_periods=5).min() + + def test_rolling_max(self): + self._check_moment_func(np.max, name='max') + + a = pd.Series([1, 2, 3, 4, 5], dtype=np.float64) + b = a.rolling(window=100, min_periods=1).max() + tm.assert_almost_equal(a, b) + + with pytest.raises(ValueError): + pd.Series([1, 2, 3]).rolling(window=3, min_periods=5).max() + + @pytest.mark.parametrize('q', [0.0, .1, .5, .9, 1.0]) + def test_rolling_quantile(self, q): + + def scoreatpercentile(a, per): + values = np.sort(a, axis=0) + + idx = int(per / 1. * (values.shape[0] - 1)) + + if idx == values.shape[0] - 1: + retval = values[-1] + + else: + qlow = float(idx) / float(values.shape[0] - 1) + qhig = float(idx + 1) / float(values.shape[0] - 1) + vlow = values[idx] + vhig = values[idx + 1] + retval = vlow + (vhig - vlow) * (per - qlow) / (qhig - qlow) + + return retval + + def quantile_func(x): + return scoreatpercentile(x, q) + + self._check_moment_func(quantile_func, name='quantile', + quantile=q) + + def test_rolling_quantile_np_percentile(self): + # #9413: Tests that rolling window's quantile default behavior + # is analogus to Numpy's percentile + row = 10 + col = 5 + idx = pd.date_range('20100101', periods=row, freq='B') + df = DataFrame(np.random.rand(row * col).reshape((row, -1)), index=idx) + + df_quantile = df.quantile([0.25, 0.5, 0.75], axis=0) + np_percentile = np.percentile(df, [25, 50, 75], axis=0) + + tm.assert_almost_equal(df_quantile.values, np.array(np_percentile)) + + def test_rolling_quantile_series(self): + # #16211: Tests that rolling window's quantile default behavior + # is analogus to Series' quantile + arr = np.arange(100) + s = Series(arr) + q1 = s.quantile(0.1) + q2 = s.rolling(100).quantile(0.1).iloc[-1] + + tm.assert_almost_equal(q1, q2) + + def test_rolling_quantile_param(self): + ser = Series([0.0, .1, .5, .9, 1.0]) + + with pytest.raises(ValueError): + ser.rolling(3).quantile(-0.1) + + with pytest.raises(ValueError): + ser.rolling(3).quantile(10.0) + + with pytest.raises(TypeError): + ser.rolling(3).quantile('foo') + + def test_rolling_apply(self): + # suppress warnings about empty slices, as we are deliberately testing + # with a 0-length Series + with warnings.catch_warnings(): + warnings.filterwarnings("ignore", + message=".*(empty slice|0 for slice).*", + category=RuntimeWarning) + + ser = Series([]) + tm.assert_series_equal(ser, + ser.rolling(10).apply(lambda x: x.mean())) + + def f(x): + return x[np.isfinite(x)].mean() + + self._check_moment_func(np.mean, name='apply', func=f) + + # GH 8080 + s = Series([None, None, None]) + result = s.rolling(2, min_periods=0).apply(lambda x: len(x)) + expected = Series([1., 2., 2.]) + tm.assert_series_equal(result, expected) + + result = s.rolling(2, min_periods=0).apply(len) + tm.assert_series_equal(result, expected) + + def test_rolling_apply_out_of_bounds(self): + # #1850 + vals = pd.Series([1, 2, 3, 4]) + + result = vals.rolling(10).apply(np.sum) + assert result.isna().all() + + result = vals.rolling(10, min_periods=1).apply(np.sum) + expected = pd.Series([1, 3, 6, 10], dtype=float) + tm.assert_almost_equal(result, expected) + + def test_rolling_std(self): + self._check_moment_func(lambda x: np.std(x, ddof=1), + name='std') + self._check_moment_func(lambda x: np.std(x, ddof=0), + name='std', ddof=0) + + def test_rolling_std_1obs(self): + vals = pd.Series([1., 2., 3., 4., 5.]) + + result = vals.rolling(1, min_periods=1).std() + expected = pd.Series([np.nan] * 5) + tm.assert_series_equal(result, expected) + + result = vals.rolling(1, min_periods=1).std(ddof=0) + expected = pd.Series([0.] * 5) + tm.assert_series_equal(result, expected) + + result = (pd.Series([np.nan, np.nan, 3, 4, 5]) + .rolling(3, min_periods=2).std()) + assert np.isnan(result[2]) + + def test_rolling_std_neg_sqrt(self): + # unit test from Bottleneck + + # Test move_nanstd for neg sqrt. + + a = pd.Series([0.0011448196318903589, 0.00028718669878572767, + 0.00028718669878572767, 0.00028718669878572767, + 0.00028718669878572767]) + b = a.rolling(window=3).std() + assert np.isfinite(b[2:]).all() + + b = a.ewm(span=3).std() + assert np.isfinite(b[2:]).all() + + def test_rolling_var(self): + self._check_moment_func(lambda x: np.var(x, ddof=1), + name='var') + self._check_moment_func(lambda x: np.var(x, ddof=0), + name='var', ddof=0) + + @td.skip_if_no_scipy + def test_rolling_skew(self): + from scipy.stats import skew + self._check_moment_func(lambda x: skew(x, bias=False), name='skew') + + @td.skip_if_no_scipy + def test_rolling_kurt(self): + from scipy.stats import kurtosis + self._check_moment_func(lambda x: kurtosis(x, bias=False), + name='kurt') + + def _check_moment_func(self, static_comp, name, has_min_periods=True, + has_center=True, has_time_rule=True, + fill_value=None, zero_min_periods_equal=True, + **kwargs): + + def get_result(obj, window, min_periods=None, center=False): + r = obj.rolling(window=window, min_periods=min_periods, + center=center) + return getattr(r, name)(**kwargs) + + series_result = get_result(self.series, window=50) + assert isinstance(series_result, Series) + tm.assert_almost_equal(series_result.iloc[-1], + static_comp(self.series[-50:])) + + frame_result = get_result(self.frame, window=50) + assert isinstance(frame_result, DataFrame) + tm.assert_series_equal(frame_result.iloc[-1, :], + self.frame.iloc[-50:, :].apply(static_comp, + axis=0), + check_names=False) + + # check time_rule works + if has_time_rule: + win = 25 + minp = 10 + series = self.series[::2].resample('B').mean() + frame = self.frame[::2].resample('B').mean() + + if has_min_periods: + series_result = get_result(series, window=win, + min_periods=minp) + frame_result = get_result(frame, window=win, + min_periods=minp) + else: + series_result = get_result(series, window=win) + frame_result = get_result(frame, window=win) + + last_date = series_result.index[-1] + prev_date = last_date - 24 * offsets.BDay() + + trunc_series = self.series[::2].truncate(prev_date, last_date) + trunc_frame = self.frame[::2].truncate(prev_date, last_date) + + tm.assert_almost_equal(series_result[-1], + static_comp(trunc_series)) + + tm.assert_series_equal(frame_result.xs(last_date), + trunc_frame.apply(static_comp), + check_names=False) + + # excluding NaNs correctly + obj = Series(randn(50)) + obj[:10] = np.NaN + obj[-10:] = np.NaN + if has_min_periods: + result = get_result(obj, 50, min_periods=30) + tm.assert_almost_equal(result.iloc[-1], static_comp(obj[10:-10])) + + # min_periods is working correctly + result = get_result(obj, 20, min_periods=15) + assert isna(result.iloc[23]) + assert not isna(result.iloc[24]) + + assert not isna(result.iloc[-6]) + assert isna(result.iloc[-5]) + + obj2 = Series(randn(20)) + result = get_result(obj2, 10, min_periods=5) + assert isna(result.iloc[3]) + assert notna(result.iloc[4]) + + if zero_min_periods_equal: + # min_periods=0 may be equivalent to min_periods=1 + result0 = get_result(obj, 20, min_periods=0) + result1 = get_result(obj, 20, min_periods=1) + tm.assert_almost_equal(result0, result1) + else: + result = get_result(obj, 50) + tm.assert_almost_equal(result.iloc[-1], static_comp(obj[10:-10])) + + # window larger than series length (#7297) + if has_min_periods: + for minp in (0, len(self.series) - 1, len(self.series)): + result = get_result(self.series, len(self.series) + 1, + min_periods=minp) + expected = get_result(self.series, len(self.series), + min_periods=minp) + nan_mask = isna(result) + tm.assert_series_equal(nan_mask, isna(expected)) + + nan_mask = ~nan_mask + tm.assert_almost_equal(result[nan_mask], + expected[nan_mask]) + else: + result = get_result(self.series, len(self.series) + 1) + expected = get_result(self.series, len(self.series)) + nan_mask = isna(result) + tm.assert_series_equal(nan_mask, isna(expected)) + + nan_mask = ~nan_mask + tm.assert_almost_equal(result[nan_mask], expected[nan_mask]) + + # check center=True + if has_center: + if has_min_periods: + result = get_result(obj, 20, min_periods=15, center=True) + expected = get_result( + pd.concat([obj, Series([np.NaN] * 9)]), 20, + min_periods=15)[9:].reset_index(drop=True) + else: + result = get_result(obj, 20, center=True) + expected = get_result( + pd.concat([obj, Series([np.NaN] * 9)]), + 20)[9:].reset_index(drop=True) + + tm.assert_series_equal(result, expected) + + # shifter index + s = ['x%d' % x for x in range(12)] + + if has_min_periods: + minp = 10 + + series_xp = get_result( + self.series.reindex(list(self.series.index) + s), + window=25, + min_periods=minp).shift(-12).reindex(self.series.index) + frame_xp = get_result( + self.frame.reindex(list(self.frame.index) + s), + window=25, + min_periods=minp).shift(-12).reindex(self.frame.index) + + series_rs = get_result(self.series, window=25, + min_periods=minp, center=True) + frame_rs = get_result(self.frame, window=25, min_periods=minp, + center=True) + + else: + series_xp = get_result( + self.series.reindex(list(self.series.index) + s), + window=25).shift(-12).reindex(self.series.index) + frame_xp = get_result( + self.frame.reindex(list(self.frame.index) + s), + window=25).shift(-12).reindex(self.frame.index) + + series_rs = get_result(self.series, window=25, center=True) + frame_rs = get_result(self.frame, window=25, center=True) + + if fill_value is not None: + series_xp = series_xp.fillna(fill_value) + frame_xp = frame_xp.fillna(fill_value) + tm.assert_series_equal(series_xp, series_rs) + tm.assert_frame_equal(frame_xp, frame_rs) + + def test_ewma(self): + self._check_ew(name='mean') + + vals = pd.Series(np.zeros(1000)) + vals[5] = 1 + result = vals.ewm(span=100, adjust=False).mean().sum() + assert np.abs(result - 1) < 1e-2 + + s = Series([1.0, 2.0, 4.0, 8.0]) + + expected = Series([1.0, 1.6, 2.736842, 4.923077]) + for f in [lambda s: s.ewm(com=2.0, adjust=True).mean(), + lambda s: s.ewm(com=2.0, adjust=True, + ignore_na=False).mean(), + lambda s: s.ewm(com=2.0, adjust=True, ignore_na=True).mean(), + ]: + result = f(s) + tm.assert_series_equal(result, expected) + + expected = Series([1.0, 1.333333, 2.222222, 4.148148]) + for f in [lambda s: s.ewm(com=2.0, adjust=False).mean(), + lambda s: s.ewm(com=2.0, adjust=False, + ignore_na=False).mean(), + lambda s: s.ewm(com=2.0, adjust=False, + ignore_na=True).mean(), + ]: + result = f(s) + tm.assert_series_equal(result, expected) + + def test_ewma_nan_handling(self): + s = Series([1.] + [np.nan] * 5 + [1.]) + result = s.ewm(com=5).mean() + tm.assert_series_equal(result, Series([1.] * len(s))) + + s = Series([np.nan] * 2 + [1.] + [np.nan] * 2 + [1.]) + result = s.ewm(com=5).mean() + tm.assert_series_equal(result, Series([np.nan] * 2 + [1.] * 4)) + + # GH 7603 + s0 = Series([np.nan, 1., 101.]) + s1 = Series([1., np.nan, 101.]) + s2 = Series([np.nan, 1., np.nan, np.nan, 101., np.nan]) + s3 = Series([1., np.nan, 101., 50.]) + com = 2. + alpha = 1. / (1. + com) + + def simple_wma(s, w): + return (s.multiply(w).cumsum() / w.cumsum()).fillna(method='ffill') + + for (s, adjust, ignore_na, w) in [ + (s0, True, False, [np.nan, (1. - alpha), 1.]), + (s0, True, True, [np.nan, (1. - alpha), 1.]), + (s0, False, False, [np.nan, (1. - alpha), alpha]), + (s0, False, True, [np.nan, (1. - alpha), alpha]), + (s1, True, False, [(1. - alpha) ** 2, np.nan, 1.]), + (s1, True, True, [(1. - alpha), np.nan, 1.]), + (s1, False, False, [(1. - alpha) ** 2, np.nan, alpha]), + (s1, False, True, [(1. - alpha), np.nan, alpha]), + (s2, True, False, [np.nan, (1. - alpha) ** + 3, np.nan, np.nan, 1., np.nan]), + (s2, True, True, [np.nan, (1. - alpha), + np.nan, np.nan, 1., np.nan]), + (s2, False, False, [np.nan, (1. - alpha) ** + 3, np.nan, np.nan, alpha, np.nan]), + (s2, False, True, [np.nan, (1. - alpha), + np.nan, np.nan, alpha, np.nan]), + (s3, True, False, [(1. - alpha) ** + 3, np.nan, (1. - alpha), 1.]), + (s3, True, True, [(1. - alpha) ** + 2, np.nan, (1. - alpha), 1.]), + (s3, False, False, [(1. - alpha) ** 3, np.nan, + (1. - alpha) * alpha, + alpha * ((1. - alpha) ** 2 + alpha)]), + (s3, False, True, [(1. - alpha) ** 2, + np.nan, (1. - alpha) * alpha, alpha])]: + expected = simple_wma(s, Series(w)) + result = s.ewm(com=com, adjust=adjust, ignore_na=ignore_na).mean() + + tm.assert_series_equal(result, expected) + if ignore_na is False: + # check that ignore_na defaults to False + result = s.ewm(com=com, adjust=adjust).mean() + tm.assert_series_equal(result, expected) + + def test_ewmvar(self): + self._check_ew(name='var') + + def test_ewmvol(self): + self._check_ew(name='vol') + + def test_ewma_span_com_args(self): + A = self.series.ewm(com=9.5).mean() + B = self.series.ewm(span=20).mean() + tm.assert_almost_equal(A, B) + + with pytest.raises(ValueError): + self.series.ewm(com=9.5, span=20) + with pytest.raises(ValueError): + self.series.ewm().mean() + + def test_ewma_halflife_arg(self): + A = self.series.ewm(com=13.932726172912965).mean() + B = self.series.ewm(halflife=10.0).mean() + tm.assert_almost_equal(A, B) + + with pytest.raises(ValueError): + self.series.ewm(span=20, halflife=50) + with pytest.raises(ValueError): + self.series.ewm(com=9.5, halflife=50) + with pytest.raises(ValueError): + self.series.ewm(com=9.5, span=20, halflife=50) + with pytest.raises(ValueError): + self.series.ewm() + + def test_ewm_alpha(self): + # GH 10789 + s = Series(self.arr) + a = s.ewm(alpha=0.61722699889169674).mean() + b = s.ewm(com=0.62014947789973052).mean() + c = s.ewm(span=2.240298955799461).mean() + d = s.ewm(halflife=0.721792864318).mean() + tm.assert_series_equal(a, b) + tm.assert_series_equal(a, c) + tm.assert_series_equal(a, d) + + def test_ewm_alpha_arg(self): + # GH 10789 + s = self.series + with pytest.raises(ValueError): + s.ewm() + with pytest.raises(ValueError): + s.ewm(com=10.0, alpha=0.5) + with pytest.raises(ValueError): + s.ewm(span=10.0, alpha=0.5) + with pytest.raises(ValueError): + s.ewm(halflife=10.0, alpha=0.5) + + def test_ewm_domain_checks(self): + # GH 12492 + s = Series(self.arr) + # com must satisfy: com >= 0 + pytest.raises(ValueError, s.ewm, com=-0.1) + s.ewm(com=0.0) + s.ewm(com=0.1) + # span must satisfy: span >= 1 + pytest.raises(ValueError, s.ewm, span=-0.1) + pytest.raises(ValueError, s.ewm, span=0.0) + pytest.raises(ValueError, s.ewm, span=0.9) + s.ewm(span=1.0) + s.ewm(span=1.1) + # halflife must satisfy: halflife > 0 + pytest.raises(ValueError, s.ewm, halflife=-0.1) + pytest.raises(ValueError, s.ewm, halflife=0.0) + s.ewm(halflife=0.1) + # alpha must satisfy: 0 < alpha <= 1 + pytest.raises(ValueError, s.ewm, alpha=-0.1) + pytest.raises(ValueError, s.ewm, alpha=0.0) + s.ewm(alpha=0.1) + s.ewm(alpha=1.0) + pytest.raises(ValueError, s.ewm, alpha=1.1) + + def test_ew_empty_series(self): + vals = pd.Series([], dtype=np.float64) + + ewm = vals.ewm(3) + funcs = ['mean', 'vol', 'var'] + for f in funcs: + result = getattr(ewm, f)() + tm.assert_almost_equal(result, vals) + + def _check_ew(self, name=None, preserve_nan=False): + series_result = getattr(self.series.ewm(com=10), name)() + assert isinstance(series_result, Series) + + frame_result = getattr(self.frame.ewm(com=10), name)() + assert type(frame_result) == DataFrame + + result = getattr(self.series.ewm(com=10), name)() + if preserve_nan: + assert result[self._nan_locs].isna().all() + + # excluding NaNs correctly + arr = randn(50) + arr[:10] = np.NaN + arr[-10:] = np.NaN + s = Series(arr) + + # check min_periods + # GH 7898 + result = getattr(s.ewm(com=50, min_periods=2), name)() + assert result[:11].isna().all() + assert not result[11:].isna().any() + + for min_periods in (0, 1): + result = getattr(s.ewm(com=50, min_periods=min_periods), name)() + if name == 'mean': + assert result[:10].isna().all() + assert not result[10:].isna().any() + else: + # ewm.std, ewm.vol, ewm.var (with bias=False) require at least + # two values + assert result[:11].isna().all() + assert not result[11:].isna().any() + + # check series of length 0 + result = getattr(Series().ewm(com=50, min_periods=min_periods), + name)() + tm.assert_series_equal(result, Series()) + + # check series of length 1 + result = getattr(Series([1.]).ewm(50, min_periods=min_periods), + name)() + if name == 'mean': + tm.assert_series_equal(result, Series([1.])) + else: + # ewm.std, ewm.vol, ewm.var with bias=False require at least + # two values + tm.assert_series_equal(result, Series([np.NaN])) + + # pass in ints + result2 = getattr(Series(np.arange(50)).ewm(span=10), name)() + assert result2.dtype == np.float_ + + +class TestPairwise(object): + + # GH 7738 + df1s = [DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[0, 1]), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[1, 0]), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[1, 1]), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], + columns=['C', 'C']), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[1., 0]), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[0., 1]), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=['C', 1]), + DataFrame([[2., 4.], [1., 2.], [5., 2.], [8., 1.]], + columns=[1, 0.]), + DataFrame([[2, 4.], [1, 2.], [5, 2.], [8, 1.]], + columns=[0, 1.]), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1.]], + columns=[1., 'X']), ] + df2 = DataFrame([[None, 1, 1], [None, 1, 2], + [None, 3, 2], [None, 8, 1]], columns=['Y', 'Z', 'X']) + s = Series([1, 1, 3, 8]) + + def compare(self, result, expected): + + # since we have sorted the results + # we can only compare non-nans + result = result.dropna().values + expected = expected.dropna().values + + tm.assert_numpy_array_equal(result, expected, check_dtype=False) + + @pytest.mark.parametrize('f', [lambda x: x.cov(), lambda x: x.corr()]) + def test_no_flex(self, f): + + # DataFrame methods (which do not call _flex_binary_moment()) + + results = [f(df) for df in self.df1s] + for (df, result) in zip(self.df1s, results): + tm.assert_index_equal(result.index, df.columns) + tm.assert_index_equal(result.columns, df.columns) + for i, result in enumerate(results): + if i > 0: + self.compare(result, results[0]) + + @pytest.mark.parametrize( + 'f', [lambda x: x.expanding().cov(pairwise=True), + lambda x: x.expanding().corr(pairwise=True), + lambda x: x.rolling(window=3).cov(pairwise=True), + lambda x: x.rolling(window=3).corr(pairwise=True), + lambda x: x.ewm(com=3).cov(pairwise=True), + lambda x: x.ewm(com=3).corr(pairwise=True)]) + def test_pairwise_with_self(self, f): + + # DataFrame with itself, pairwise=True + # note that we may construct the 1st level of the MI + # in a non-motononic way, so compare accordingly + results = [] + for i, df in enumerate(self.df1s): + result = f(df) + tm.assert_index_equal(result.index.levels[0], + df.index, + check_names=False) + tm.assert_numpy_array_equal(safe_sort(result.index.levels[1]), + safe_sort(df.columns.unique())) + tm.assert_index_equal(result.columns, df.columns) + results.append(df) + + for i, result in enumerate(results): + if i > 0: + self.compare(result, results[0]) + + @pytest.mark.parametrize( + 'f', [lambda x: x.expanding().cov(pairwise=False), + lambda x: x.expanding().corr(pairwise=False), + lambda x: x.rolling(window=3).cov(pairwise=False), + lambda x: x.rolling(window=3).corr(pairwise=False), + lambda x: x.ewm(com=3).cov(pairwise=False), + lambda x: x.ewm(com=3).corr(pairwise=False), ]) + def test_no_pairwise_with_self(self, f): + + # DataFrame with itself, pairwise=False + results = [f(df) for df in self.df1s] + for (df, result) in zip(self.df1s, results): + tm.assert_index_equal(result.index, df.index) + tm.assert_index_equal(result.columns, df.columns) + for i, result in enumerate(results): + if i > 0: + self.compare(result, results[0]) + + @pytest.mark.parametrize( + 'f', [lambda x, y: x.expanding().cov(y, pairwise=True), + lambda x, y: x.expanding().corr(y, pairwise=True), + lambda x, y: x.rolling(window=3).cov(y, pairwise=True), + lambda x, y: x.rolling(window=3).corr(y, pairwise=True), + lambda x, y: x.ewm(com=3).cov(y, pairwise=True), + lambda x, y: x.ewm(com=3).corr(y, pairwise=True), ]) + def test_pairwise_with_other(self, f): + + # DataFrame with another DataFrame, pairwise=True + results = [f(df, self.df2) for df in self.df1s] + for (df, result) in zip(self.df1s, results): + tm.assert_index_equal(result.index.levels[0], + df.index, + check_names=False) + tm.assert_numpy_array_equal(safe_sort(result.index.levels[1]), + safe_sort(self.df2.columns.unique())) + for i, result in enumerate(results): + if i > 0: + self.compare(result, results[0]) + + @pytest.mark.parametrize( + 'f', [lambda x, y: x.expanding().cov(y, pairwise=False), + lambda x, y: x.expanding().corr(y, pairwise=False), + lambda x, y: x.rolling(window=3).cov(y, pairwise=False), + lambda x, y: x.rolling(window=3).corr(y, pairwise=False), + lambda x, y: x.ewm(com=3).cov(y, pairwise=False), + lambda x, y: x.ewm(com=3).corr(y, pairwise=False), ]) + def test_no_pairwise_with_other(self, f): + + # DataFrame with another DataFrame, pairwise=False + results = [f(df, self.df2) if df.columns.is_unique else None + for df in self.df1s] + for (df, result) in zip(self.df1s, results): + if result is not None: + with catch_warnings(record=True): + # we can have int and str columns + expected_index = df.index.union(self.df2.index) + expected_columns = df.columns.union(self.df2.columns) + tm.assert_index_equal(result.index, expected_index) + tm.assert_index_equal(result.columns, expected_columns) + else: + tm.assert_raises_regex( + ValueError, "'arg1' columns are not unique", f, df, + self.df2) + tm.assert_raises_regex( + ValueError, "'arg2' columns are not unique", f, + self.df2, df) + + @pytest.mark.parametrize( + 'f', [lambda x, y: x.expanding().cov(y), + lambda x, y: x.expanding().corr(y), + lambda x, y: x.rolling(window=3).cov(y), + lambda x, y: x.rolling(window=3).corr(y), + lambda x, y: x.ewm(com=3).cov(y), + lambda x, y: x.ewm(com=3).corr(y), ]) + def test_pairwise_with_series(self, f): + + # DataFrame with a Series + results = ([f(df, self.s) for df in self.df1s] + + [f(self.s, df) for df in self.df1s]) + for (df, result) in zip(self.df1s, results): + tm.assert_index_equal(result.index, df.index) + tm.assert_index_equal(result.columns, df.columns) + for i, result in enumerate(results): + if i > 0: + self.compare(result, results[0]) + + +# create the data only once as we are not setting it +def _create_consistency_data(): + def create_series(): + return [Series(), + Series([np.nan]), + Series([np.nan, np.nan]), + Series([3.]), + Series([np.nan, 3.]), + Series([3., np.nan]), + Series([1., 3.]), + Series([2., 2.]), + Series([3., 1.]), + Series([5., 5., 5., 5., np.nan, np.nan, np.nan, 5., 5., np.nan, + np.nan]), + Series([np.nan, 5., 5., 5., np.nan, np.nan, np.nan, 5., 5., + np.nan, np.nan]), + Series([np.nan, np.nan, 5., 5., np.nan, np.nan, np.nan, 5., 5., + np.nan, np.nan]), + Series([np.nan, 3., np.nan, 3., 4., 5., 6., np.nan, np.nan, 7., + 12., 13., 14., 15.]), + Series([np.nan, 5., np.nan, 2., 4., 0., 9., np.nan, np.nan, 3., + 12., 13., 14., 15.]), + Series([2., 3., np.nan, 3., 4., 5., 6., np.nan, np.nan, 7., + 12., 13., 14., 15.]), + Series([2., 5., np.nan, 2., 4., 0., 9., np.nan, np.nan, 3., + 12., 13., 14., 15.]), + Series(range(10)), + Series(range(20, 0, -2)), ] + + def create_dataframes(): + return ([DataFrame(), + DataFrame(columns=['a']), + DataFrame(columns=['a', 'a']), + DataFrame(columns=['a', 'b']), + DataFrame(np.arange(10).reshape((5, 2))), + DataFrame(np.arange(25).reshape((5, 5))), + DataFrame(np.arange(25).reshape((5, 5)), + columns=['a', 'b', 99, 'd', 'd'])] + + [DataFrame(s) for s in create_series()]) + + def is_constant(x): + values = x.values.ravel() + return len(set(values[notna(values)])) == 1 + + def no_nans(x): + return x.notna().all().all() + + # data is a tuple(object, is_contant, no_nans) + data = create_series() + create_dataframes() + + return [(x, is_constant(x), no_nans(x)) for x in data] + + +_consistency_data = _create_consistency_data() + + +def _rolling_consistency_cases(): + for window in [1, 2, 3, 10, 20]: + for min_periods in set([0, 1, 2, 3, 4, window]): + if min_periods and (min_periods > window): + continue + for center in [False, True]: + yield window, min_periods, center + + +class TestMomentsConsistency(Base): + base_functions = [ + (lambda v: Series(v).count(), None, 'count'), + (lambda v: Series(v).max(), None, 'max'), + (lambda v: Series(v).min(), None, 'min'), + (lambda v: Series(v).sum(), None, 'sum'), + (lambda v: Series(v).mean(), None, 'mean'), + (lambda v: Series(v).std(), 1, 'std'), + (lambda v: Series(v).cov(Series(v)), None, 'cov'), + (lambda v: Series(v).corr(Series(v)), None, 'corr'), + (lambda v: Series(v).var(), 1, 'var'), + + # restore once GH 8086 is fixed + # lambda v: Series(v).skew(), 3, 'skew'), + # (lambda v: Series(v).kurt(), 4, 'kurt'), + + # restore once GH 8084 is fixed + # lambda v: Series(v).quantile(0.3), None, 'quantile'), + + (lambda v: Series(v).median(), None, 'median'), + (np.nanmax, 1, 'max'), + (np.nanmin, 1, 'min'), + (np.nansum, 1, 'sum'), + (np.nanmean, 1, 'mean'), + (lambda v: np.nanstd(v, ddof=1), 1, 'std'), + (lambda v: np.nanvar(v, ddof=1), 1, 'var'), + (np.nanmedian, 1, 'median'), + ] + no_nan_functions = [ + (np.max, None, 'max'), + (np.min, None, 'min'), + (np.sum, None, 'sum'), + (np.mean, None, 'mean'), + (lambda v: np.std(v, ddof=1), 1, 'std'), + (lambda v: np.var(v, ddof=1), 1, 'var'), + (np.median, None, 'median'), + ] + + def _create_data(self): + super(TestMomentsConsistency, self)._create_data() + self.data = _consistency_data + + def setup_method(self, method): + self._create_data() + + def _test_moments_consistency(self, min_periods, count, mean, mock_mean, + corr, var_unbiased=None, std_unbiased=None, + cov_unbiased=None, var_biased=None, + std_biased=None, cov_biased=None, + var_debiasing_factors=None): + def _non_null_values(x): + values = x.values.ravel() + return set(values[notna(values)].tolist()) + + for (x, is_constant, no_nans) in self.data: + count_x = count(x) + mean_x = mean(x) + + if mock_mean: + # check that mean equals mock_mean + expected = mock_mean(x) + assert_equal(mean_x, expected.astype('float64')) + + # check that correlation of a series with itself is either 1 or NaN + corr_x_x = corr(x, x) + + # assert _non_null_values(corr_x_x).issubset(set([1.])) + # restore once rolling_cov(x, x) is identically equal to var(x) + + if is_constant: + exp = x.max() if isinstance(x, Series) else x.max().max() + + # check mean of constant series + expected = x * np.nan + expected[count_x >= max(min_periods, 1)] = exp + assert_equal(mean_x, expected) + + # check correlation of constant series with itself is NaN + expected[:] = np.nan + assert_equal(corr_x_x, expected) + + if var_unbiased and var_biased and var_debiasing_factors: + # check variance debiasing factors + var_unbiased_x = var_unbiased(x) + var_biased_x = var_biased(x) + var_debiasing_factors_x = var_debiasing_factors(x) + assert_equal(var_unbiased_x, var_biased_x * + var_debiasing_factors_x) + + for (std, var, cov) in [(std_biased, var_biased, cov_biased), + (std_unbiased, var_unbiased, cov_unbiased) + ]: + + # check that var(x), std(x), and cov(x) are all >= 0 + var_x = var(x) + std_x = std(x) + assert not (var_x < 0).any().any() + assert not (std_x < 0).any().any() + if cov: + cov_x_x = cov(x, x) + assert not (cov_x_x < 0).any().any() + + # check that var(x) == cov(x, x) + assert_equal(var_x, cov_x_x) + + # check that var(x) == std(x)^2 + assert_equal(var_x, std_x * std_x) + + if var is var_biased: + # check that biased var(x) == mean(x^2) - mean(x)^2 + mean_x2 = mean(x * x) + assert_equal(var_x, mean_x2 - (mean_x * mean_x)) + + if is_constant: + # check that variance of constant series is identically 0 + assert not (var_x > 0).any().any() + expected = x * np.nan + expected[count_x >= max(min_periods, 1)] = 0. + if var is var_unbiased: + expected[count_x < 2] = np.nan + assert_equal(var_x, expected) + + if isinstance(x, Series): + for (y, is_constant, no_nans) in self.data: + if not x.isna().equals(y.isna()): + # can only easily test two Series with similar + # structure + continue + + # check that cor(x, y) is symmetric + corr_x_y = corr(x, y) + corr_y_x = corr(y, x) + assert_equal(corr_x_y, corr_y_x) + + if cov: + # check that cov(x, y) is symmetric + cov_x_y = cov(x, y) + cov_y_x = cov(y, x) + assert_equal(cov_x_y, cov_y_x) + + # check that cov(x, y) == (var(x+y) - var(x) - + # var(y)) / 2 + var_x_plus_y = var(x + y) + var_y = var(y) + assert_equal(cov_x_y, 0.5 * + (var_x_plus_y - var_x - var_y)) + + # check that corr(x, y) == cov(x, y) / (std(x) * + # std(y)) + std_y = std(y) + assert_equal(corr_x_y, cov_x_y / (std_x * std_y)) + + if cov is cov_biased: + # check that biased cov(x, y) == mean(x*y) - + # mean(x)*mean(y) + mean_y = mean(y) + mean_x_times_y = mean(x * y) + assert_equal(cov_x_y, mean_x_times_y - + (mean_x * mean_y)) + + @pytest.mark.slow + @pytest.mark.parametrize( + 'min_periods, adjust, ignore_na', product([0, 1, 2, 3, 4], + [True, False], + [False, True])) + def test_ewm_consistency(self, min_periods, adjust, ignore_na): + def _weights(s, com, adjust, ignore_na): + if isinstance(s, DataFrame): + if not len(s.columns): + return DataFrame(index=s.index, columns=s.columns) + w = concat([ + _weights(s.iloc[:, i], com=com, adjust=adjust, + ignore_na=ignore_na) + for i, _ in enumerate(s.columns)], axis=1) + w.index = s.index + w.columns = s.columns + return w + + w = Series(np.nan, index=s.index) + alpha = 1. / (1. + com) + if ignore_na: + w[s.notna()] = _weights(s[s.notna()], com=com, + adjust=adjust, ignore_na=False) + elif adjust: + for i in range(len(s)): + if s.iat[i] == s.iat[i]: + w.iat[i] = pow(1. / (1. - alpha), i) + else: + sum_wts = 0. + prev_i = -1 + for i in range(len(s)): + if s.iat[i] == s.iat[i]: + if prev_i == -1: + w.iat[i] = 1. + else: + w.iat[i] = alpha * sum_wts / pow(1. - alpha, + i - prev_i) + sum_wts += w.iat[i] + prev_i = i + return w + + def _variance_debiasing_factors(s, com, adjust, ignore_na): + weights = _weights(s, com=com, adjust=adjust, ignore_na=ignore_na) + cum_sum = weights.cumsum().fillna(method='ffill') + cum_sum_sq = (weights * weights).cumsum().fillna(method='ffill') + numerator = cum_sum * cum_sum + denominator = numerator - cum_sum_sq + denominator[denominator <= 0.] = np.nan + return numerator / denominator + + def _ewma(s, com, min_periods, adjust, ignore_na): + weights = _weights(s, com=com, adjust=adjust, ignore_na=ignore_na) + result = s.multiply(weights).cumsum().divide(weights.cumsum( + )).fillna(method='ffill') + result[s.expanding().count() < (max(min_periods, 1) if min_periods + else 1)] = np.nan + return result + + com = 3. + # test consistency between different ewm* moments + self._test_moments_consistency( + min_periods=min_periods, + count=lambda x: x.expanding().count(), + mean=lambda x: x.ewm(com=com, min_periods=min_periods, + adjust=adjust, + ignore_na=ignore_na).mean(), + mock_mean=lambda x: _ewma(x, com=com, + min_periods=min_periods, + adjust=adjust, + ignore_na=ignore_na), + corr=lambda x, y: x.ewm(com=com, min_periods=min_periods, + adjust=adjust, + ignore_na=ignore_na).corr(y), + var_unbiased=lambda x: ( + x.ewm(com=com, min_periods=min_periods, + adjust=adjust, + ignore_na=ignore_na).var(bias=False)), + std_unbiased=lambda x: ( + x.ewm(com=com, min_periods=min_periods, + adjust=adjust, ignore_na=ignore_na) + .std(bias=False)), + cov_unbiased=lambda x, y: ( + x.ewm(com=com, min_periods=min_periods, + adjust=adjust, ignore_na=ignore_na) + .cov(y, bias=False)), + var_biased=lambda x: ( + x.ewm(com=com, min_periods=min_periods, + adjust=adjust, ignore_na=ignore_na) + .var(bias=True)), + std_biased=lambda x: x.ewm(com=com, min_periods=min_periods, + adjust=adjust, + ignore_na=ignore_na).std(bias=True), + cov_biased=lambda x, y: ( + x.ewm(com=com, min_periods=min_periods, + adjust=adjust, ignore_na=ignore_na) + .cov(y, bias=True)), + var_debiasing_factors=lambda x: ( + _variance_debiasing_factors(x, com=com, adjust=adjust, + ignore_na=ignore_na))) + + @pytest.mark.slow + @pytest.mark.parametrize( + 'min_periods', [0, 1, 2, 3, 4]) + def test_expanding_consistency(self, min_periods): + + # suppress warnings about empty slices, as we are deliberately testing + # with empty/0-length Series/DataFrames + with warnings.catch_warnings(): + warnings.filterwarnings("ignore", + message=".*(empty slice|0 for slice).*", + category=RuntimeWarning) + + # test consistency between different expanding_* moments + self._test_moments_consistency( + min_periods=min_periods, + count=lambda x: x.expanding().count(), + mean=lambda x: x.expanding( + min_periods=min_periods).mean(), + mock_mean=lambda x: x.expanding( + min_periods=min_periods).sum() / x.expanding().count(), + corr=lambda x, y: x.expanding( + min_periods=min_periods).corr(y), + var_unbiased=lambda x: x.expanding( + min_periods=min_periods).var(), + std_unbiased=lambda x: x.expanding( + min_periods=min_periods).std(), + cov_unbiased=lambda x, y: x.expanding( + min_periods=min_periods).cov(y), + var_biased=lambda x: x.expanding( + min_periods=min_periods).var(ddof=0), + std_biased=lambda x: x.expanding( + min_periods=min_periods).std(ddof=0), + cov_biased=lambda x, y: x.expanding( + min_periods=min_periods).cov(y, ddof=0), + var_debiasing_factors=lambda x: ( + x.expanding().count() / + (x.expanding().count() - 1.) + .replace(0., np.nan))) + + # test consistency between expanding_xyz() and either (a) + # expanding_apply of Series.xyz(), or (b) expanding_apply of + # np.nanxyz() + for (x, is_constant, no_nans) in self.data: + functions = self.base_functions + + # GH 8269 + if no_nans: + functions = self.base_functions + self.no_nan_functions + for (f, require_min_periods, name) in functions: + expanding_f = getattr( + x.expanding(min_periods=min_periods), name) + + if (require_min_periods and + (min_periods is not None) and + (min_periods < require_min_periods)): + continue + + if name == 'count': + expanding_f_result = expanding_f() + expanding_apply_f_result = x.expanding( + min_periods=0).apply(func=f) + else: + if name in ['cov', 'corr']: + expanding_f_result = expanding_f( + pairwise=False) + else: + expanding_f_result = expanding_f() + expanding_apply_f_result = x.expanding( + min_periods=min_periods).apply(func=f) + + # GH 9422 + if name in ['sum', 'prod']: + assert_equal(expanding_f_result, + expanding_apply_f_result) + + @pytest.mark.slow + @pytest.mark.parametrize( + 'window,min_periods,center', list(_rolling_consistency_cases())) + def test_rolling_consistency(self, window, min_periods, center): + + # suppress warnings about empty slices, as we are deliberately testing + # with empty/0-length Series/DataFrames + with warnings.catch_warnings(): + warnings.filterwarnings("ignore", + message=".*(empty slice|0 for slice).*", + category=RuntimeWarning) + + # test consistency between different rolling_* moments + self._test_moments_consistency( + min_periods=min_periods, + count=lambda x: ( + x.rolling(window=window, center=center) + .count()), + mean=lambda x: ( + x.rolling(window=window, min_periods=min_periods, + center=center).mean()), + mock_mean=lambda x: ( + x.rolling(window=window, + min_periods=min_periods, + center=center).sum() + .divide(x.rolling(window=window, + min_periods=min_periods, + center=center).count())), + corr=lambda x, y: ( + x.rolling(window=window, min_periods=min_periods, + center=center).corr(y)), + + var_unbiased=lambda x: ( + x.rolling(window=window, min_periods=min_periods, + center=center).var()), + + std_unbiased=lambda x: ( + x.rolling(window=window, min_periods=min_periods, + center=center).std()), + + cov_unbiased=lambda x, y: ( + x.rolling(window=window, min_periods=min_periods, + center=center).cov(y)), + + var_biased=lambda x: ( + x.rolling(window=window, min_periods=min_periods, + center=center).var(ddof=0)), + + std_biased=lambda x: ( + x.rolling(window=window, min_periods=min_periods, + center=center).std(ddof=0)), + + cov_biased=lambda x, y: ( + x.rolling(window=window, min_periods=min_periods, + center=center).cov(y, ddof=0)), + var_debiasing_factors=lambda x: ( + x.rolling(window=window, center=center).count() + .divide((x.rolling(window=window, center=center) + .count() - 1.) + .replace(0., np.nan)))) + + # test consistency between rolling_xyz() and either (a) + # rolling_apply of Series.xyz(), or (b) rolling_apply of + # np.nanxyz() + for (x, is_constant, no_nans) in self.data: + functions = self.base_functions + + # GH 8269 + if no_nans: + functions = self.base_functions + self.no_nan_functions + for (f, require_min_periods, name) in functions: + rolling_f = getattr( + x.rolling(window=window, center=center, + min_periods=min_periods), name) + + if require_min_periods and ( + min_periods is not None) and ( + min_periods < require_min_periods): + continue + + if name == 'count': + rolling_f_result = rolling_f() + rolling_apply_f_result = x.rolling( + window=window, min_periods=0, + center=center).apply(func=f) + else: + if name in ['cov', 'corr']: + rolling_f_result = rolling_f( + pairwise=False) + else: + rolling_f_result = rolling_f() + rolling_apply_f_result = x.rolling( + window=window, min_periods=min_periods, + center=center).apply(func=f) + + # GH 9422 + if name in ['sum', 'prod']: + assert_equal(rolling_f_result, + rolling_apply_f_result) + + # binary moments + def test_rolling_cov(self): + A = self.series + B = A + randn(len(A)) + + result = A.rolling(window=50, min_periods=25).cov(B) + tm.assert_almost_equal(result[-1], np.cov(A[-50:], B[-50:])[0, 1]) + + def test_rolling_cov_pairwise(self): + self._check_pairwise_moment('rolling', 'cov', window=10, min_periods=5) + + def test_rolling_corr(self): + A = self.series + B = A + randn(len(A)) + + result = A.rolling(window=50, min_periods=25).corr(B) + tm.assert_almost_equal(result[-1], np.corrcoef(A[-50:], B[-50:])[0, 1]) + + # test for correct bias correction + a = tm.makeTimeSeries() + b = tm.makeTimeSeries() + a[:5] = np.nan + b[:10] = np.nan + + result = a.rolling(window=len(a), min_periods=1).corr(b) + tm.assert_almost_equal(result[-1], a.corr(b)) + + def test_rolling_corr_pairwise(self): + self._check_pairwise_moment('rolling', 'corr', window=10, + min_periods=5) + + @pytest.mark.parametrize('window', range(7)) + def test_rolling_corr_with_zero_variance(self, window): + # GH 18430 + s = pd.Series(np.zeros(20)) + other = pd.Series(np.arange(20)) + + assert s.rolling(window=window).corr(other=other).isna().all() + + def _check_pairwise_moment(self, dispatch, name, **kwargs): + def get_result(obj, obj2=None): + return getattr(getattr(obj, dispatch)(**kwargs), name)(obj2) + + result = get_result(self.frame) + result = result.loc[(slice(None), 1), 5] + result.index = result.index.droplevel(1) + expected = get_result(self.frame[1], self.frame[5]) + tm.assert_series_equal(result, expected, check_names=False) + + def test_flex_binary_moment(self): + # GH3155 + # don't blow the stack + pytest.raises(TypeError, rwindow._flex_binary_moment, 5, 6, None) + + def test_corr_sanity(self): + # GH 3155 + df = DataFrame(np.array( + [[0.87024726, 0.18505595], [0.64355431, 0.3091617], + [0.92372966, 0.50552513], [0.00203756, 0.04520709], + [0.84780328, 0.33394331], [0.78369152, 0.63919667]])) + + res = df[0].rolling(5, center=True).corr(df[1]) + assert all(np.abs(np.nan_to_num(x)) <= 1 for x in res) + + # and some fuzzing + for _ in range(10): + df = DataFrame(np.random.rand(30, 2)) + res = df[0].rolling(5, center=True).corr(df[1]) + try: + assert all(np.abs(np.nan_to_num(x)) <= 1 for x in res) + except AssertionError: + print(res) + + def test_flex_binary_frame(self): + def _check(method): + series = self.frame[1] + + res = getattr(series.rolling(window=10), method)(self.frame) + res2 = getattr(self.frame.rolling(window=10), method)(series) + exp = self.frame.apply(lambda x: getattr( + series.rolling(window=10), method)(x)) + + tm.assert_frame_equal(res, exp) + tm.assert_frame_equal(res2, exp) + + frame2 = self.frame.copy() + frame2.values[:] = np.random.randn(*frame2.shape) + + res3 = getattr(self.frame.rolling(window=10), method)(frame2) + exp = DataFrame(dict((k, getattr(self.frame[k].rolling( + window=10), method)(frame2[k])) for k in self.frame)) + tm.assert_frame_equal(res3, exp) + + methods = ['corr', 'cov'] + for meth in methods: + _check(meth) + + def test_ewmcov(self): + self._check_binary_ew('cov') + + def test_ewmcov_pairwise(self): + self._check_pairwise_moment('ewm', 'cov', span=10, min_periods=5) + + def test_ewmcorr(self): + self._check_binary_ew('corr') + + def test_ewmcorr_pairwise(self): + self._check_pairwise_moment('ewm', 'corr', span=10, min_periods=5) + + def _check_binary_ew(self, name): + def func(A, B, com, **kwargs): + return getattr(A.ewm(com, **kwargs), name)(B) + + A = Series(randn(50), index=np.arange(50)) + B = A[2:] + randn(48) + + A[:10] = np.NaN + B[-10:] = np.NaN + + result = func(A, B, 20, min_periods=5) + assert np.isnan(result.values[:14]).all() + assert not np.isnan(result.values[14:]).any() + + # GH 7898 + for min_periods in (0, 1, 2): + result = func(A, B, 20, min_periods=min_periods) + # binary functions (ewmcov, ewmcorr) with bias=False require at + # least two values + assert np.isnan(result.values[:11]).all() + assert not np.isnan(result.values[11:]).any() + + # check series of length 0 + result = func(Series([]), Series([]), 50, min_periods=min_periods) + tm.assert_series_equal(result, Series([])) + + # check series of length 1 + result = func( + Series([1.]), Series([1.]), 50, min_periods=min_periods) + tm.assert_series_equal(result, Series([np.NaN])) + + pytest.raises(Exception, func, A, randn(50), 20, min_periods=5) + + def test_expanding_apply_args_kwargs(self): + def mean_w_arg(x, const): + return np.mean(x) + const + + df = DataFrame(np.random.rand(20, 3)) + + expected = df.expanding().apply(np.mean) + 20. + + tm.assert_frame_equal(df.expanding().apply(mean_w_arg, args=(20, )), + expected) + tm.assert_frame_equal(df.expanding().apply(mean_w_arg, + kwargs={'const': 20}), + expected) + + def test_expanding_corr(self): + A = self.series.dropna() + B = (A + randn(len(A)))[:-5] + + result = A.expanding().corr(B) + + rolling_result = A.rolling(window=len(A), min_periods=1).corr(B) + + tm.assert_almost_equal(rolling_result, result) + + def test_expanding_count(self): + result = self.series.expanding().count() + tm.assert_almost_equal(result, self.series.rolling( + window=len(self.series)).count()) + + def test_expanding_quantile(self): + result = self.series.expanding().quantile(0.5) + + rolling_result = self.series.rolling(window=len(self.series), + min_periods=1).quantile(0.5) + + tm.assert_almost_equal(result, rolling_result) + + def test_expanding_cov(self): + A = self.series + B = (A + randn(len(A)))[:-5] + + result = A.expanding().cov(B) + + rolling_result = A.rolling(window=len(A), min_periods=1).cov(B) + + tm.assert_almost_equal(rolling_result, result) + + def test_expanding_cov_pairwise(self): + result = self.frame.expanding().corr() + + rolling_result = self.frame.rolling(window=len(self.frame), + min_periods=1).corr() + + tm.assert_frame_equal(result, rolling_result) + + def test_expanding_corr_pairwise(self): + result = self.frame.expanding().corr() + + rolling_result = self.frame.rolling(window=len(self.frame), + min_periods=1).corr() + tm.assert_frame_equal(result, rolling_result) + + def test_expanding_cov_diff_index(self): + # GH 7512 + s1 = Series([1, 2, 3], index=[0, 1, 2]) + s2 = Series([1, 3], index=[0, 2]) + result = s1.expanding().cov(s2) + expected = Series([None, None, 2.0]) + tm.assert_series_equal(result, expected) + + s2a = Series([1, None, 3], index=[0, 1, 2]) + result = s1.expanding().cov(s2a) + tm.assert_series_equal(result, expected) + + s1 = Series([7, 8, 10], index=[0, 1, 3]) + s2 = Series([7, 9, 10], index=[0, 2, 3]) + result = s1.expanding().cov(s2) + expected = Series([None, None, None, 4.5]) + tm.assert_series_equal(result, expected) + + def test_expanding_corr_diff_index(self): + # GH 7512 + s1 = Series([1, 2, 3], index=[0, 1, 2]) + s2 = Series([1, 3], index=[0, 2]) + result = s1.expanding().corr(s2) + expected = Series([None, None, 1.0]) + tm.assert_series_equal(result, expected) + + s2a = Series([1, None, 3], index=[0, 1, 2]) + result = s1.expanding().corr(s2a) + tm.assert_series_equal(result, expected) + + s1 = Series([7, 8, 10], index=[0, 1, 3]) + s2 = Series([7, 9, 10], index=[0, 2, 3]) + result = s1.expanding().corr(s2) + expected = Series([None, None, None, 1.]) + tm.assert_series_equal(result, expected) + + def test_rolling_cov_diff_length(self): + # GH 7512 + s1 = Series([1, 2, 3], index=[0, 1, 2]) + s2 = Series([1, 3], index=[0, 2]) + result = s1.rolling(window=3, min_periods=2).cov(s2) + expected = Series([None, None, 2.0]) + tm.assert_series_equal(result, expected) + + s2a = Series([1, None, 3], index=[0, 1, 2]) + result = s1.rolling(window=3, min_periods=2).cov(s2a) + tm.assert_series_equal(result, expected) + + def test_rolling_corr_diff_length(self): + # GH 7512 + s1 = Series([1, 2, 3], index=[0, 1, 2]) + s2 = Series([1, 3], index=[0, 2]) + result = s1.rolling(window=3, min_periods=2).corr(s2) + expected = Series([None, None, 1.0]) + tm.assert_series_equal(result, expected) + + s2a = Series([1, None, 3], index=[0, 1, 2]) + result = s1.rolling(window=3, min_periods=2).corr(s2a) + tm.assert_series_equal(result, expected) + + def test_rolling_functions_window_non_shrinkage(self): + # GH 7764 + s = Series(range(4)) + s_expected = Series(np.nan, index=s.index) + df = DataFrame([[1, 5], [3, 2], [3, 9], [-1, 0]], columns=['A', 'B']) + df_expected = DataFrame(np.nan, index=df.index, columns=df.columns) + + functions = [lambda x: (x.rolling(window=10, min_periods=5) + .cov(x, pairwise=False)), + lambda x: (x.rolling(window=10, min_periods=5) + .corr(x, pairwise=False)), + lambda x: x.rolling(window=10, min_periods=5).max(), + lambda x: x.rolling(window=10, min_periods=5).min(), + lambda x: x.rolling(window=10, min_periods=5).sum(), + lambda x: x.rolling(window=10, min_periods=5).mean(), + lambda x: x.rolling(window=10, min_periods=5).std(), + lambda x: x.rolling(window=10, min_periods=5).var(), + lambda x: x.rolling(window=10, min_periods=5).skew(), + lambda x: x.rolling(window=10, min_periods=5).kurt(), + lambda x: x.rolling( + window=10, min_periods=5).quantile(quantile=0.5), + lambda x: x.rolling(window=10, min_periods=5).median(), + lambda x: x.rolling(window=10, min_periods=5).apply(sum), + lambda x: x.rolling(win_type='boxcar', + window=10, min_periods=5).mean()] + for f in functions: + try: + s_result = f(s) + tm.assert_series_equal(s_result, s_expected) + + df_result = f(df) + tm.assert_frame_equal(df_result, df_expected) + except (ImportError): + + # scipy needed for rolling_window + continue + + def test_rolling_functions_window_non_shrinkage_binary(self): + + # corr/cov return a MI DataFrame + df = DataFrame([[1, 5], [3, 2], [3, 9], [-1, 0]], + columns=Index(['A', 'B'], name='foo'), + index=Index(range(4), name='bar')) + df_expected = DataFrame( + columns=Index(['A', 'B'], name='foo'), + index=pd.MultiIndex.from_product([df.index, df.columns], + names=['bar', 'foo']), + dtype='float64') + functions = [lambda x: (x.rolling(window=10, min_periods=5) + .cov(x, pairwise=True)), + lambda x: (x.rolling(window=10, min_periods=5) + .corr(x, pairwise=True))] + for f in functions: + df_result = f(df) + tm.assert_frame_equal(df_result, df_expected) + + def test_moment_functions_zero_length(self): + # GH 8056 + s = Series() + s_expected = s + df1 = DataFrame() + df1_expected = df1 + df2 = DataFrame(columns=['a']) + df2['a'] = df2['a'].astype('float64') + df2_expected = df2 + + functions = [lambda x: x.expanding().count(), + lambda x: x.expanding(min_periods=5).cov( + x, pairwise=False), + lambda x: x.expanding(min_periods=5).corr( + x, pairwise=False), + lambda x: x.expanding(min_periods=5).max(), + lambda x: x.expanding(min_periods=5).min(), + lambda x: x.expanding(min_periods=5).sum(), + lambda x: x.expanding(min_periods=5).mean(), + lambda x: x.expanding(min_periods=5).std(), + lambda x: x.expanding(min_periods=5).var(), + lambda x: x.expanding(min_periods=5).skew(), + lambda x: x.expanding(min_periods=5).kurt(), + lambda x: x.expanding(min_periods=5).quantile(0.5), + lambda x: x.expanding(min_periods=5).median(), + lambda x: x.expanding(min_periods=5).apply(sum), + lambda x: x.rolling(window=10).count(), + lambda x: x.rolling(window=10, min_periods=5).cov( + x, pairwise=False), + lambda x: x.rolling(window=10, min_periods=5).corr( + x, pairwise=False), + lambda x: x.rolling(window=10, min_periods=5).max(), + lambda x: x.rolling(window=10, min_periods=5).min(), + lambda x: x.rolling(window=10, min_periods=5).sum(), + lambda x: x.rolling(window=10, min_periods=5).mean(), + lambda x: x.rolling(window=10, min_periods=5).std(), + lambda x: x.rolling(window=10, min_periods=5).var(), + lambda x: x.rolling(window=10, min_periods=5).skew(), + lambda x: x.rolling(window=10, min_periods=5).kurt(), + lambda x: x.rolling( + window=10, min_periods=5).quantile(0.5), + lambda x: x.rolling(window=10, min_periods=5).median(), + lambda x: x.rolling(window=10, min_periods=5).apply(sum), + lambda x: x.rolling(win_type='boxcar', + window=10, min_periods=5).mean(), + ] + for f in functions: + try: + s_result = f(s) + tm.assert_series_equal(s_result, s_expected) + + df1_result = f(df1) + tm.assert_frame_equal(df1_result, df1_expected) + + df2_result = f(df2) + tm.assert_frame_equal(df2_result, df2_expected) + except (ImportError): + + # scipy needed for rolling_window + continue + + def test_moment_functions_zero_length_pairwise(self): + + df1 = DataFrame() + df1_expected = df1 + df2 = DataFrame(columns=Index(['a'], name='foo'), + index=Index([], name='bar')) + df2['a'] = df2['a'].astype('float64') + + df1_expected = DataFrame( + index=pd.MultiIndex.from_product([df1.index, df1.columns]), + columns=Index([])) + df2_expected = DataFrame( + index=pd.MultiIndex.from_product([df2.index, df2.columns], + names=['bar', 'foo']), + columns=Index(['a'], name='foo'), + dtype='float64') + + functions = [lambda x: (x.expanding(min_periods=5) + .cov(x, pairwise=True)), + lambda x: (x.expanding(min_periods=5) + .corr(x, pairwise=True)), + lambda x: (x.rolling(window=10, min_periods=5) + .cov(x, pairwise=True)), + lambda x: (x.rolling(window=10, min_periods=5) + .corr(x, pairwise=True)), + ] + for f in functions: + df1_result = f(df1) + tm.assert_frame_equal(df1_result, df1_expected) + + df2_result = f(df2) + tm.assert_frame_equal(df2_result, df2_expected) + + def test_expanding_cov_pairwise_diff_length(self): + # GH 7512 + df1 = DataFrame([[1, 5], [3, 2], [3, 9]], + columns=Index(['A', 'B'], name='foo')) + df1a = DataFrame([[1, 5], [3, 9]], + index=[0, 2], + columns=Index(['A', 'B'], name='foo')) + df2 = DataFrame([[5, 6], [None, None], [2, 1]], + columns=Index(['X', 'Y'], name='foo')) + df2a = DataFrame([[5, 6], [2, 1]], + index=[0, 2], + columns=Index(['X', 'Y'], name='foo')) + # TODO: xref gh-15826 + # .loc is not preserving the names + result1 = df1.expanding().cov(df2a, pairwise=True).loc[2] + result2 = df1.expanding().cov(df2a, pairwise=True).loc[2] + result3 = df1a.expanding().cov(df2, pairwise=True).loc[2] + result4 = df1a.expanding().cov(df2a, pairwise=True).loc[2] + expected = DataFrame([[-3.0, -6.0], [-5.0, -10.0]], + columns=Index(['A', 'B'], name='foo'), + index=Index(['X', 'Y'], name='foo')) + tm.assert_frame_equal(result1, expected) + tm.assert_frame_equal(result2, expected) + tm.assert_frame_equal(result3, expected) + tm.assert_frame_equal(result4, expected) + + def test_expanding_corr_pairwise_diff_length(self): + # GH 7512 + df1 = DataFrame([[1, 2], [3, 2], [3, 4]], + columns=['A', 'B'], + index=Index(range(3), name='bar')) + df1a = DataFrame([[1, 2], [3, 4]], + index=Index([0, 2], name='bar'), + columns=['A', 'B']) + df2 = DataFrame([[5, 6], [None, None], [2, 1]], + columns=['X', 'Y'], + index=Index(range(3), name='bar')) + df2a = DataFrame([[5, 6], [2, 1]], + index=Index([0, 2], name='bar'), + columns=['X', 'Y']) + result1 = df1.expanding().corr(df2, pairwise=True).loc[2] + result2 = df1.expanding().corr(df2a, pairwise=True).loc[2] + result3 = df1a.expanding().corr(df2, pairwise=True).loc[2] + result4 = df1a.expanding().corr(df2a, pairwise=True).loc[2] + expected = DataFrame([[-1.0, -1.0], [-1.0, -1.0]], + columns=['A', 'B'], + index=Index(['X', 'Y'])) + tm.assert_frame_equal(result1, expected) + tm.assert_frame_equal(result2, expected) + tm.assert_frame_equal(result3, expected) + tm.assert_frame_equal(result4, expected) + + def test_rolling_skew_edge_cases(self): + + all_nan = Series([np.NaN] * 5) + + # yields all NaN (0 variance) + d = Series([1] * 5) + x = d.rolling(window=5).skew() + tm.assert_series_equal(all_nan, x) + + # yields all NaN (window too small) + d = Series(np.random.randn(5)) + x = d.rolling(window=2).skew() + tm.assert_series_equal(all_nan, x) + + # yields [NaN, NaN, NaN, 0.177994, 1.548824] + d = Series([-1.50837035, -0.1297039, 0.19501095, 1.73508164, 0.41941401 + ]) + expected = Series([np.NaN, np.NaN, np.NaN, 0.177994, 1.548824]) + x = d.rolling(window=4).skew() + tm.assert_series_equal(expected, x) + + def test_rolling_kurt_edge_cases(self): + + all_nan = Series([np.NaN] * 5) + + # yields all NaN (0 variance) + d = Series([1] * 5) + x = d.rolling(window=5).kurt() + tm.assert_series_equal(all_nan, x) + + # yields all NaN (window too small) + d = Series(np.random.randn(5)) + x = d.rolling(window=3).kurt() + tm.assert_series_equal(all_nan, x) + + # yields [NaN, NaN, NaN, 1.224307, 2.671499] + d = Series([-1.50837035, -0.1297039, 0.19501095, 1.73508164, 0.41941401 + ]) + expected = Series([np.NaN, np.NaN, np.NaN, 1.224307, 2.671499]) + x = d.rolling(window=4).kurt() + tm.assert_series_equal(expected, x) + + def test_rolling_skew_eq_value_fperr(self): + # #18804 all rolling skew for all equal values should return Nan + a = Series([1.1] * 15).rolling(window=10).skew() + assert np.isnan(a).all() + + def test_rolling_kurt_eq_value_fperr(self): + # #18804 all rolling kurt for all equal values should return Nan + a = Series([1.1] * 15).rolling(window=10).kurt() + assert np.isnan(a).all() + + @pytest.mark.parametrize('func,static_comp', [('sum', np.sum), + ('mean', np.mean), + ('max', np.max), + ('min', np.min)], + ids=['sum', 'mean', 'max', 'min']) + def test_expanding_func(self, func, static_comp): + def expanding_func(x, min_periods=1, center=False, axis=0): + exp = x.expanding(min_periods=min_periods, + center=center, axis=axis) + return getattr(exp, func)() + self._check_expanding(expanding_func, static_comp, preserve_nan=False) + + def test_expanding_apply(self): + + def expanding_mean(x, min_periods=1): + exp = x.expanding(min_periods=min_periods) + return exp.apply(lambda x: x.mean()) + + self._check_expanding(expanding_mean, np.mean) + + ser = Series([]) + tm.assert_series_equal(ser, ser.expanding().apply(lambda x: x.mean())) + + # GH 8080 + s = Series([None, None, None]) + result = s.expanding(min_periods=0).apply(lambda x: len(x)) + expected = Series([1., 2., 3.]) + tm.assert_series_equal(result, expected) + + def _check_expanding(self, func, static_comp, has_min_periods=True, + has_time_rule=True, preserve_nan=True): + + series_result = func(self.series) + assert isinstance(series_result, Series) + frame_result = func(self.frame) + assert isinstance(frame_result, DataFrame) + + result = func(self.series) + tm.assert_almost_equal(result[10], static_comp(self.series[:11])) + + if preserve_nan: + assert result.iloc[self._nan_locs].isna().all() + + ser = Series(randn(50)) + + if has_min_periods: + result = func(ser, min_periods=30) + assert result[:29].isna().all() + tm.assert_almost_equal(result.iloc[-1], static_comp(ser[:50])) + + # min_periods is working correctly + result = func(ser, min_periods=15) + assert isna(result.iloc[13]) + assert notna(result.iloc[14]) + + ser2 = Series(randn(20)) + result = func(ser2, min_periods=5) + assert isna(result[3]) + assert notna(result[4]) + + # min_periods=0 + result0 = func(ser, min_periods=0) + result1 = func(ser, min_periods=1) + tm.assert_almost_equal(result0, result1) + else: + result = func(ser) + tm.assert_almost_equal(result.iloc[-1], static_comp(ser[:50])) + + def test_rolling_max_gh6297(self): + """Replicate result expected in GH #6297""" + + indices = [datetime(1975, 1, i) for i in range(1, 6)] + # So that we can have 2 datapoints on one of the days + indices.append(datetime(1975, 1, 3, 6, 0)) + series = Series(range(1, 7), index=indices) + # Use floats instead of ints as values + series = series.map(lambda x: float(x)) + # Sort chronologically + series = series.sort_index() + + expected = Series([1.0, 2.0, 6.0, 4.0, 5.0], + index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) + x = series.resample('D').max().rolling(window=1).max() + tm.assert_series_equal(expected, x) + + def test_rolling_max_resample(self): + + indices = [datetime(1975, 1, i) for i in range(1, 6)] + # So that we can have 3 datapoints on last day (4, 10, and 20) + indices.append(datetime(1975, 1, 5, 1)) + indices.append(datetime(1975, 1, 5, 2)) + series = Series(list(range(0, 5)) + [10, 20], index=indices) + # Use floats instead of ints as values + series = series.map(lambda x: float(x)) + # Sort chronologically + series = series.sort_index() + + # Default how should be max + expected = Series([0.0, 1.0, 2.0, 3.0, 20.0], + index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) + x = series.resample('D').max().rolling(window=1).max() + tm.assert_series_equal(expected, x) + + # Now specify median (10.0) + expected = Series([0.0, 1.0, 2.0, 3.0, 10.0], + index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) + x = series.resample('D').median().rolling(window=1).max() + tm.assert_series_equal(expected, x) + + # Now specify mean (4+10+20)/3 + v = (4.0 + 10.0 + 20.0) / 3.0 + expected = Series([0.0, 1.0, 2.0, 3.0, v], + index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) + x = series.resample('D').mean().rolling(window=1).max() + tm.assert_series_equal(expected, x) + + def test_rolling_min_resample(self): + + indices = [datetime(1975, 1, i) for i in range(1, 6)] + # So that we can have 3 datapoints on last day (4, 10, and 20) + indices.append(datetime(1975, 1, 5, 1)) + indices.append(datetime(1975, 1, 5, 2)) + series = Series(list(range(0, 5)) + [10, 20], index=indices) + # Use floats instead of ints as values + series = series.map(lambda x: float(x)) + # Sort chronologically + series = series.sort_index() + + # Default how should be min + expected = Series([0.0, 1.0, 2.0, 3.0, 4.0], + index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) + r = series.resample('D').min().rolling(window=1) + tm.assert_series_equal(expected, r.min()) + + def test_rolling_median_resample(self): + + indices = [datetime(1975, 1, i) for i in range(1, 6)] + # So that we can have 3 datapoints on last day (4, 10, and 20) + indices.append(datetime(1975, 1, 5, 1)) + indices.append(datetime(1975, 1, 5, 2)) + series = Series(list(range(0, 5)) + [10, 20], index=indices) + # Use floats instead of ints as values + series = series.map(lambda x: float(x)) + # Sort chronologically + series = series.sort_index() + + # Default how should be median + expected = Series([0.0, 1.0, 2.0, 3.0, 10], + index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) + x = series.resample('D').median().rolling(window=1).median() + tm.assert_series_equal(expected, x) + + def test_rolling_median_memory_error(self): + # GH11722 + n = 20000 + Series(np.random.randn(n)).rolling(window=2, center=False).median() + Series(np.random.randn(n)).rolling(window=2, center=False).median() + + def test_rolling_min_max_numeric_types(self): + + # GH12373 + types_test = [np.dtype("f{}".format(width)) for width in [4, 8]] + types_test.extend([np.dtype("{}{}".format(sign, width)) + for width in [1, 2, 4, 8] for sign in "ui"]) + for data_type in types_test: + # Just testing that these don't throw exceptions and that + # the return type is float64. Other tests will cover quantitative + # correctness + result = (DataFrame(np.arange(20, dtype=data_type)) + .rolling(window=5).max()) + assert result.dtypes[0] == np.dtype("f8") + result = (DataFrame(np.arange(20, dtype=data_type)) + .rolling(window=5).min()) + assert result.dtypes[0] == np.dtype("f8") + + +class TestGrouperGrouping(object): + + def setup_method(self, method): + self.series = Series(np.arange(10)) + self.frame = DataFrame({'A': [1] * 20 + [2] * 12 + [3] * 8, + 'B': np.arange(40)}) + + def test_mutated(self): + + def f(): + self.frame.groupby('A', foo=1) + pytest.raises(TypeError, f) + + g = self.frame.groupby('A') + assert not g.mutated + g = self.frame.groupby('A', mutated=True) + assert g.mutated + + def test_getitem(self): + g = self.frame.groupby('A') + g_mutated = self.frame.groupby('A', mutated=True) + + expected = g_mutated.B.apply(lambda x: x.rolling(2).mean()) + + result = g.rolling(2).mean().B + tm.assert_series_equal(result, expected) + + result = g.rolling(2).B.mean() + tm.assert_series_equal(result, expected) + + result = g.B.rolling(2).mean() + tm.assert_series_equal(result, expected) + + result = self.frame.B.groupby(self.frame.A).rolling(2).mean() + tm.assert_series_equal(result, expected) + + def test_getitem_multiple(self): + + # GH 13174 + g = self.frame.groupby('A') + r = g.rolling(2) + g_mutated = self.frame.groupby('A', mutated=True) + expected = g_mutated.B.apply(lambda x: x.rolling(2).count()) + + result = r.B.count() + tm.assert_series_equal(result, expected) + + result = r.B.count() + tm.assert_series_equal(result, expected) + + def test_rolling(self): + g = self.frame.groupby('A') + r = g.rolling(window=4) + + for f in ['sum', 'mean', 'min', 'max', 'count', 'kurt', 'skew']: + + result = getattr(r, f)() + expected = g.apply(lambda x: getattr(x.rolling(4), f)()) + tm.assert_frame_equal(result, expected) + + for f in ['std', 'var']: + result = getattr(r, f)(ddof=1) + expected = g.apply(lambda x: getattr(x.rolling(4), f)(ddof=1)) + tm.assert_frame_equal(result, expected) + + result = r.quantile(0.5) + expected = g.apply(lambda x: x.rolling(4).quantile(0.5)) + tm.assert_frame_equal(result, expected) + + def test_rolling_corr_cov(self): + g = self.frame.groupby('A') + r = g.rolling(window=4) + + for f in ['corr', 'cov']: + result = getattr(r, f)(self.frame) + + def func(x): + return getattr(x.rolling(4), f)(self.frame) + expected = g.apply(func) + tm.assert_frame_equal(result, expected) + + result = getattr(r.B, f)(pairwise=True) + + def func(x): + return getattr(x.B.rolling(4), f)(pairwise=True) + expected = g.apply(func) + tm.assert_series_equal(result, expected) + + def test_rolling_apply(self): + g = self.frame.groupby('A') + r = g.rolling(window=4) + + # reduction + result = r.apply(lambda x: x.sum()) + expected = g.apply(lambda x: x.rolling(4).apply(lambda y: y.sum())) + tm.assert_frame_equal(result, expected) + + def test_expanding(self): + g = self.frame.groupby('A') + r = g.expanding() + + for f in ['sum', 'mean', 'min', 'max', 'count', 'kurt', 'skew']: + + result = getattr(r, f)() + expected = g.apply(lambda x: getattr(x.expanding(), f)()) + tm.assert_frame_equal(result, expected) + + for f in ['std', 'var']: + result = getattr(r, f)(ddof=0) + expected = g.apply(lambda x: getattr(x.expanding(), f)(ddof=0)) + tm.assert_frame_equal(result, expected) + + result = r.quantile(0.5) + expected = g.apply(lambda x: x.expanding().quantile(0.5)) + tm.assert_frame_equal(result, expected) + + def test_expanding_corr_cov(self): + g = self.frame.groupby('A') + r = g.expanding() + + for f in ['corr', 'cov']: + result = getattr(r, f)(self.frame) + + def func(x): + return getattr(x.expanding(), f)(self.frame) + expected = g.apply(func) + tm.assert_frame_equal(result, expected) + + result = getattr(r.B, f)(pairwise=True) + + def func(x): + return getattr(x.B.expanding(), f)(pairwise=True) + expected = g.apply(func) + tm.assert_series_equal(result, expected) + + def test_expanding_apply(self): + g = self.frame.groupby('A') + r = g.expanding() + + # reduction + result = r.apply(lambda x: x.sum()) + expected = g.apply(lambda x: x.expanding().apply(lambda y: y.sum())) + tm.assert_frame_equal(result, expected) + + +class TestRollingTS(object): + + # rolling time-series friendly + # xref GH13327 + + def setup_method(self, method): + + self.regular = DataFrame({'A': pd.date_range('20130101', + periods=5, + freq='s'), + 'B': range(5)}).set_index('A') + + self.ragged = DataFrame({'B': range(5)}) + self.ragged.index = [Timestamp('20130101 09:00:00'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:05'), + Timestamp('20130101 09:00:06')] + + def test_doc_string(self): + + df = DataFrame({'B': [0, 1, 2, np.nan, 4]}, + index=[Timestamp('20130101 09:00:00'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:05'), + Timestamp('20130101 09:00:06')]) + df + df.rolling('2s').sum() + + def test_valid(self): + + df = self.regular + + # not a valid freq + with pytest.raises(ValueError): + df.rolling(window='foobar') + + # not a datetimelike index + with pytest.raises(ValueError): + df.reset_index().rolling(window='foobar') + + # non-fixed freqs + for freq in ['2MS', pd.offsets.MonthBegin(2)]: + with pytest.raises(ValueError): + df.rolling(window=freq) + + for freq in ['1D', pd.offsets.Day(2), '2ms']: + df.rolling(window=freq) + + # non-integer min_periods + for minp in [1.0, 'foo', np.array([1, 2, 3])]: + with pytest.raises(ValueError): + df.rolling(window='1D', min_periods=minp) + + # center is not implemented + with pytest.raises(NotImplementedError): + df.rolling(window='1D', center=True) + + def test_on(self): + + df = self.regular + + # not a valid column + with pytest.raises(ValueError): + df.rolling(window='2s', on='foobar') + + # column is valid + df = df.copy() + df['C'] = pd.date_range('20130101', periods=len(df)) + df.rolling(window='2d', on='C').sum() + + # invalid columns + with pytest.raises(ValueError): + df.rolling(window='2d', on='B') + + # ok even though on non-selected + df.rolling(window='2d', on='C').B.sum() + + def test_monotonic_on(self): + + # on/index must be monotonic + df = DataFrame({'A': pd.date_range('20130101', + periods=5, + freq='s'), + 'B': range(5)}) + + assert df.A.is_monotonic + df.rolling('2s', on='A').sum() + + df = df.set_index('A') + assert df.index.is_monotonic + df.rolling('2s').sum() + + # non-monotonic + df.index = reversed(df.index.tolist()) + assert not df.index.is_monotonic + + with pytest.raises(ValueError): + df.rolling('2s').sum() + + df = df.reset_index() + with pytest.raises(ValueError): + df.rolling('2s', on='A').sum() + + def test_frame_on(self): + + df = DataFrame({'B': range(5), + 'C': pd.date_range('20130101 09:00:00', + periods=5, + freq='3s')}) + + df['A'] = [Timestamp('20130101 09:00:00'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:05'), + Timestamp('20130101 09:00:06')] + + # we are doing simulating using 'on' + expected = (df.set_index('A') + .rolling('2s') + .B + .sum() + .reset_index(drop=True) + ) + + result = (df.rolling('2s', on='A') + .B + .sum() + ) + tm.assert_series_equal(result, expected) + + # test as a frame + # we should be ignoring the 'on' as an aggregation column + # note that the expected is setting, computing, and resetting + # so the columns need to be switched compared + # to the actual result where they are ordered as in the + # original + expected = (df.set_index('A') + .rolling('2s')[['B']] + .sum() + .reset_index()[['B', 'A']] + ) + + result = (df.rolling('2s', on='A')[['B']] + .sum() + ) + tm.assert_frame_equal(result, expected) + + def test_frame_on2(self): + + # using multiple aggregation columns + df = DataFrame({'A': [0, 1, 2, 3, 4], + 'B': [0, 1, 2, np.nan, 4], + 'C': Index([Timestamp('20130101 09:00:00'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:05'), + Timestamp('20130101 09:00:06')])}, + columns=['A', 'C', 'B']) + + expected1 = DataFrame({'A': [0., 1, 3, 3, 7], + 'B': [0, 1, 3, np.nan, 4], + 'C': df['C']}, + columns=['A', 'C', 'B']) + + result = df.rolling('2s', on='C').sum() + expected = expected1 + tm.assert_frame_equal(result, expected) + + expected = Series([0, 1, 3, np.nan, 4], name='B') + result = df.rolling('2s', on='C').B.sum() + tm.assert_series_equal(result, expected) + + expected = expected1[['A', 'B', 'C']] + result = df.rolling('2s', on='C')[['A', 'B', 'C']].sum() + tm.assert_frame_equal(result, expected) + + def test_basic_regular(self): + + df = self.regular.copy() + + df.index = pd.date_range('20130101', periods=5, freq='D') + expected = df.rolling(window=1, min_periods=1).sum() + result = df.rolling(window='1D').sum() + tm.assert_frame_equal(result, expected) + + df.index = pd.date_range('20130101', periods=5, freq='2D') + expected = df.rolling(window=1, min_periods=1).sum() + result = df.rolling(window='2D', min_periods=1).sum() + tm.assert_frame_equal(result, expected) + + expected = df.rolling(window=1, min_periods=1).sum() + result = df.rolling(window='2D', min_periods=1).sum() + tm.assert_frame_equal(result, expected) + + expected = df.rolling(window=1).sum() + result = df.rolling(window='2D').sum() + tm.assert_frame_equal(result, expected) + + def test_min_periods(self): + + # compare for min_periods + df = self.regular + + # these slightly different + expected = df.rolling(2, min_periods=1).sum() + result = df.rolling('2s').sum() + tm.assert_frame_equal(result, expected) + + expected = df.rolling(2, min_periods=1).sum() + result = df.rolling('2s', min_periods=1).sum() + tm.assert_frame_equal(result, expected) + + def test_closed(self): + + # xref GH13965 + + df = DataFrame({'A': [1] * 5}, + index=[Timestamp('20130101 09:00:01'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:04'), + Timestamp('20130101 09:00:06')]) + + # closed must be 'right', 'left', 'both', 'neither' + with pytest.raises(ValueError): + self.regular.rolling(window='2s', closed="blabla") + + expected = df.copy() + expected["A"] = [1.0, 2, 2, 2, 1] + result = df.rolling('2s', closed='right').sum() + tm.assert_frame_equal(result, expected) + + # default should be 'right' + result = df.rolling('2s').sum() + tm.assert_frame_equal(result, expected) + + expected = df.copy() + expected["A"] = [1.0, 2, 3, 3, 2] + result = df.rolling('2s', closed='both').sum() + tm.assert_frame_equal(result, expected) + + expected = df.copy() + expected["A"] = [np.nan, 1.0, 2, 2, 1] + result = df.rolling('2s', closed='left').sum() + tm.assert_frame_equal(result, expected) + + expected = df.copy() + expected["A"] = [np.nan, 1.0, 1, 1, np.nan] + result = df.rolling('2s', closed='neither').sum() + tm.assert_frame_equal(result, expected) + + def test_ragged_sum(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 3, 7] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=2).sum() + expected = df.copy() + expected['B'] = [np.nan, np.nan, 3, np.nan, 7] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='3s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 5, 7] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='3s').sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 5, 7] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='4s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 6, 9] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='4s', min_periods=3).sum() + expected = df.copy() + expected['B'] = [np.nan, np.nan, 3, 6, 9] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 6, 10] + tm.assert_frame_equal(result, expected) + + def test_ragged_mean(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).mean() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).mean() + expected = df.copy() + expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] + tm.assert_frame_equal(result, expected) + + def test_ragged_median(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).median() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).median() + expected = df.copy() + expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] + tm.assert_frame_equal(result, expected) + + def test_ragged_quantile(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).quantile(0.5) + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).quantile(0.5) + expected = df.copy() + expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] + tm.assert_frame_equal(result, expected) + + def test_ragged_std(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).std(ddof=0) + expected = df.copy() + expected['B'] = [0.0] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='1s', min_periods=1).std(ddof=1) + expected = df.copy() + expected['B'] = [np.nan] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='3s', min_periods=1).std(ddof=0) + expected = df.copy() + expected['B'] = [0.0] + [0.5] * 4 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).std(ddof=1) + expected = df.copy() + expected['B'] = [np.nan, 0.707107, 1.0, 1.0, 1.290994] + tm.assert_frame_equal(result, expected) + + def test_ragged_var(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).var(ddof=0) + expected = df.copy() + expected['B'] = [0.0] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='1s', min_periods=1).var(ddof=1) + expected = df.copy() + expected['B'] = [np.nan] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='3s', min_periods=1).var(ddof=0) + expected = df.copy() + expected['B'] = [0.0] + [0.25] * 4 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).var(ddof=1) + expected = df.copy() + expected['B'] = [np.nan, 0.5, 1.0, 1.0, 1 + 2 / 3.] + tm.assert_frame_equal(result, expected) + + def test_ragged_skew(self): + + df = self.ragged + result = df.rolling(window='3s', min_periods=1).skew() + expected = df.copy() + expected['B'] = [np.nan] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).skew() + expected = df.copy() + expected['B'] = [np.nan] * 2 + [0.0, 0.0, 0.0] + tm.assert_frame_equal(result, expected) + + def test_ragged_kurt(self): + + df = self.ragged + result = df.rolling(window='3s', min_periods=1).kurt() + expected = df.copy() + expected['B'] = [np.nan] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).kurt() + expected = df.copy() + expected['B'] = [np.nan] * 4 + [-1.2] + tm.assert_frame_equal(result, expected) + + def test_ragged_count(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).count() + expected = df.copy() + expected['B'] = [1.0, 1, 1, 1, 1] + tm.assert_frame_equal(result, expected) + + df = self.ragged + result = df.rolling(window='1s').count() + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).count() + expected = df.copy() + expected['B'] = [1.0, 1, 2, 1, 2] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=2).count() + expected = df.copy() + expected['B'] = [np.nan, np.nan, 2, np.nan, 2] + tm.assert_frame_equal(result, expected) + + def test_regular_min(self): + + df = DataFrame({'A': pd.date_range('20130101', + periods=5, + freq='s'), + 'B': [0.0, 1, 2, 3, 4]}).set_index('A') + result = df.rolling('1s').min() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + df = DataFrame({'A': pd.date_range('20130101', + periods=5, + freq='s'), + 'B': [5, 4, 3, 4, 5]}).set_index('A') + + tm.assert_frame_equal(result, expected) + result = df.rolling('2s').min() + expected = df.copy() + expected['B'] = [5.0, 4, 3, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling('5s').min() + expected = df.copy() + expected['B'] = [5.0, 4, 3, 3, 3] + tm.assert_frame_equal(result, expected) + + def test_ragged_min(self): + + df = self.ragged + + result = df.rolling(window='1s', min_periods=1).min() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).min() + expected = df.copy() + expected['B'] = [0.0, 1, 1, 3, 3] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).min() + expected = df.copy() + expected['B'] = [0.0, 0, 0, 1, 1] + tm.assert_frame_equal(result, expected) + + def test_perf_min(self): + + N = 10000 + + dfp = DataFrame({'B': np.random.randn(N)}, + index=pd.date_range('20130101', + periods=N, + freq='s')) + expected = dfp.rolling(2, min_periods=1).min() + result = dfp.rolling('2s').min() + assert ((result - expected) < 0.01).all().bool() + + expected = dfp.rolling(200, min_periods=1).min() + result = dfp.rolling('200s').min() + assert ((result - expected) < 0.01).all().bool() + + def test_ragged_max(self): + + df = self.ragged + + result = df.rolling(window='1s', min_periods=1).max() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).max() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).max() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + def test_ragged_apply(self): + + df = self.ragged + + f = lambda x: 1 + result = df.rolling(window='1s', min_periods=1).apply(f) + expected = df.copy() + expected['B'] = 1. + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).apply(f) + expected = df.copy() + expected['B'] = 1. + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).apply(f) + expected = df.copy() + expected['B'] = 1. + tm.assert_frame_equal(result, expected) + + def test_all(self): + + # simple comparison of integer vs time-based windowing + df = self.regular * 2 + er = df.rolling(window=1) + r = df.rolling(window='1s') + + for f in ['sum', 'mean', 'count', 'median', 'std', + 'var', 'kurt', 'skew', 'min', 'max']: + + result = getattr(r, f)() + expected = getattr(er, f)() + tm.assert_frame_equal(result, expected) + + result = r.quantile(0.5) + expected = er.quantile(0.5) + tm.assert_frame_equal(result, expected) + + result = r.apply(lambda x: 1) + expected = er.apply(lambda x: 1) + tm.assert_frame_equal(result, expected) + + def test_all2(self): + + # more sophisticated comparison of integer vs. + # time-based windowing + df = DataFrame({'B': np.arange(50)}, + index=pd.date_range('20130101', + periods=50, freq='H') + ) + # in-range data + dft = df.between_time("09:00", "16:00") + + r = dft.rolling(window='5H') + + for f in ['sum', 'mean', 'count', 'median', 'std', + 'var', 'kurt', 'skew', 'min', 'max']: + + result = getattr(r, f)() + + # we need to roll the days separately + # to compare with a time-based roll + # finally groupby-apply will return a multi-index + # so we need to drop the day + def agg_by_day(x): + x = x.between_time("09:00", "16:00") + return getattr(x.rolling(5, min_periods=1), f)() + expected = df.groupby(df.index.day).apply( + agg_by_day).reset_index(level=0, drop=True) + + tm.assert_frame_equal(result, expected) + + def test_groupby_monotonic(self): + + # GH 15130 + # we don't need to validate monotonicity when grouping + + data = [ + ['David', '1/1/2015', 100], ['David', '1/5/2015', 500], + ['David', '5/30/2015', 50], ['David', '7/25/2015', 50], + ['Ryan', '1/4/2014', 100], ['Ryan', '1/19/2015', 500], + ['Ryan', '3/31/2016', 50], ['Joe', '7/1/2015', 100], + ['Joe', '9/9/2015', 500], ['Joe', '10/15/2015', 50]] + + df = DataFrame(data=data, columns=['name', 'date', 'amount']) + df['date'] = pd.to_datetime(df['date']) + + expected = df.set_index('date').groupby('name').apply( + lambda x: x.rolling('180D')['amount'].sum()) + result = df.groupby('name').rolling('180D', on='date')['amount'].sum() + tm.assert_series_equal(result, expected) + + def test_non_monotonic(self): + # GH 13966 (similar to #15130, closed by #15175) + + dates = pd.date_range(start='2016-01-01 09:30:00', + periods=20, freq='s') + df = DataFrame({'A': [1] * 20 + [2] * 12 + [3] * 8, + 'B': np.concatenate((dates, dates)), + 'C': np.arange(40)}) + + result = df.groupby('A').rolling('4s', on='B').C.mean() + expected = df.set_index('B').groupby('A').apply( + lambda x: x.rolling('4s')['C'].mean()) + tm.assert_series_equal(result, expected) + + df2 = df.sort_values('B') + result = df2.groupby('A').rolling('4s', on='B').C.mean() + tm.assert_series_equal(result, expected) + + def test_rolling_cov_offset(self): + # GH16058 + + idx = pd.date_range('2017-01-01', periods=24, freq='1h') + ss = Series(np.arange(len(idx)), index=idx) + + result = ss.rolling('2h').cov() + expected = Series([np.nan] + [0.5] * (len(idx) - 1), index=idx) + tm.assert_series_equal(result, expected) + + expected2 = ss.rolling(2, min_periods=1).cov() + tm.assert_series_equal(result, expected2) + + result = ss.rolling('3h').cov() + expected = Series([np.nan, 0.5] + [1.0] * (len(idx) - 2), index=idx) + tm.assert_series_equal(result, expected) + + expected2 = ss.rolling(3, min_periods=1).cov() + tm.assert_series_equal(result, expected2) From 1785d61d95126b997788e9dcdd95f6ae5c747dcb Mon Sep 17 00:00:00 2001 From: Gilberto Olimpio Date: Mon, 12 Feb 2018 11:56:14 -0200 Subject: [PATCH 04/19] Creating the window folder and the files test_rolling.py, test_expanding.py, and test_ewma.py --- pandas/tests/windows/__init__.py | 0 pandas/tests/windows/test_ewma.py | 0 pandas/tests/windows/test_expanding.py | 0 pandas/tests/windows/test_rolling.py | 0 pandas/tests/{ => windows}/test_window.py | 0 5 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 pandas/tests/windows/__init__.py create mode 100644 pandas/tests/windows/test_ewma.py create mode 100644 pandas/tests/windows/test_expanding.py create mode 100644 pandas/tests/windows/test_rolling.py rename pandas/tests/{ => windows}/test_window.py (100%) diff --git a/pandas/tests/windows/__init__.py b/pandas/tests/windows/__init__.py new file mode 100644 index 0000000000000..e69de29bb2d1d diff --git a/pandas/tests/windows/test_ewma.py b/pandas/tests/windows/test_ewma.py new file mode 100644 index 0000000000000..e69de29bb2d1d diff --git a/pandas/tests/windows/test_expanding.py b/pandas/tests/windows/test_expanding.py new file mode 100644 index 0000000000000..e69de29bb2d1d diff --git a/pandas/tests/windows/test_rolling.py b/pandas/tests/windows/test_rolling.py new file mode 100644 index 0000000000000..e69de29bb2d1d diff --git a/pandas/tests/test_window.py b/pandas/tests/windows/test_window.py similarity index 100% rename from pandas/tests/test_window.py rename to pandas/tests/windows/test_window.py From b9c121dfb969fd65e641727acabff5a6c436f7b8 Mon Sep 17 00:00:00 2001 From: Gilberto Olimpio Date: Mon, 12 Feb 2018 12:40:25 -0200 Subject: [PATCH 05/19] Inclusion of tests for the rolling functions according to the file test_window.py --- pandas/tests/windows/test_rolling.py | 1505 ++++++++++++++++++++++++++ 1 file changed, 1505 insertions(+) diff --git a/pandas/tests/windows/test_rolling.py b/pandas/tests/windows/test_rolling.py index e69de29bb2d1d..d91c6b8e6454f 100644 --- a/pandas/tests/windows/test_rolling.py +++ b/pandas/tests/windows/test_rolling.py @@ -0,0 +1,1505 @@ +import pytest +import warnings + +from datetime import datetime, timedelta +from numpy.random import randn +import numpy as np + +import pandas as pd +from pandas import (Series, DataFrame, bdate_range, + isna, notna, Timestamp, Index) +import pandas.core.window as rwindow +import pandas.tseries.offsets as offsets +from pandas.errors import UnsupportedFunctionCall +import pandas.util.testing as tm +import pandas.util._test_decorators as td +from pandas.compat import range, zip + +N, K = 100, 10 + + +def assert_equal(left, right): + if isinstance(left, Series): + tm.assert_series_equal(left, right) + else: + tm.assert_frame_equal(left, right) + + +class Base(object): + + _nan_locs = np.arange(20, 40) + _inf_locs = np.array([]) + + def _create_data(self): + arr = randn(N) + arr[self._nan_locs] = np.NaN + + self.arr = arr + self.rng = bdate_range(datetime(2009, 1, 1), periods=N) + self.series = Series(arr.copy(), index=self.rng) + self.frame = DataFrame(randn(N, K), index=self.rng, + columns=np.arange(K)) + + +class TestRolling(Base): + + def setup_method(self, method): + self._create_data() + + def test_doc_string(self): + + df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) + df + df.rolling(2).sum() + df.rolling(2, min_periods=1).sum() + + def test_constructor(self): + # GH 12669 + + for o in [self.series, self.frame]: + c = o.rolling + + # valid + c(window=2) + c(window=2, min_periods=1) + c(window=2, min_periods=1, center=True) + c(window=2, min_periods=1, center=False) + + # GH 13383 + c(0) + with pytest.raises(ValueError): + c(-1) + + # not valid + for w in [2., 'foo', np.array([2])]: + with pytest.raises(ValueError): + c(window=w) + with pytest.raises(ValueError): + c(window=2, min_periods=w) + with pytest.raises(ValueError): + c(window=2, min_periods=1, center=w) + + @td.skip_if_no_scipy + def test_constructor_with_win_type(self): + # GH 13383 + for o in [self.series, self.frame]: + c = o.rolling + c(0, win_type='boxcar') + with pytest.raises(ValueError): + c(-1, win_type='boxcar') + + def test_constructor_with_timedelta_window(self): + # GH 15440 + n = 10 + df = DataFrame({'value': np.arange(n)}, + index=pd.date_range('2015-12-24', periods=n, freq="D")) + expected_data = np.append([0., 1.], np.arange(3., 27., 3)) + for window in [timedelta(days=3), pd.Timedelta(days=3)]: + result = df.rolling(window=window).sum() + expected = DataFrame({'value': expected_data}, + index=pd.date_range('2015-12-24', periods=n, + freq="D")) + tm.assert_frame_equal(result, expected) + expected = df.rolling('3D').sum() + tm.assert_frame_equal(result, expected) + + @pytest.mark.parametrize( + 'window', [timedelta(days=3), pd.Timedelta(days=3), '3D']) + def test_constructor_with_timedelta_window_and_minperiods(self, window): + # GH 15305 + n = 10 + df = DataFrame({'value': np.arange(n)}, + index=pd.date_range('2017-08-08', periods=n, freq="D")) + expected = DataFrame( + {'value': np.append([np.NaN, 1.], np.arange(3., 27., 3))}, + index=pd.date_range('2017-08-08', periods=n, freq="D")) + result_roll_sum = df.rolling(window=window, min_periods=2).sum() + result_roll_generic = df.rolling(window=window, + min_periods=2).apply(sum) + tm.assert_frame_equal(result_roll_sum, expected) + tm.assert_frame_equal(result_roll_generic, expected) + + def test_numpy_compat(self): + # see gh-12811 + r = rwindow.Rolling(Series([2, 4, 6]), window=2) + + msg = "numpy operations are not valid with window objects" + + for func in ('std', 'mean', 'sum', 'max', 'min', 'var'): + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(r, func), 1, 2, 3) + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(r, func), dtype=np.float64) + + def test_closed(self): + df = DataFrame({'A': [0, 1, 2, 3, 4]}) + # closed only allowed for datetimelike + with pytest.raises(ValueError): + df.rolling(window=3, closed='neither') + + @pytest.mark.parametrize('roller', ['1s', 1]) + def tests_empty_df_rolling(self, roller): + # GH 15819 Verifies that datetime and integer rolling windows can be + # applied to empty DataFrames + expected = DataFrame() + result = DataFrame().rolling(roller).sum() + tm.assert_frame_equal(result, expected) + + # Verifies that datetime and integer rolling windows can be applied to + # empty DataFrames with datetime index + expected = DataFrame(index=pd.DatetimeIndex([])) + result = DataFrame(index=pd.DatetimeIndex([])).rolling(roller).sum() + tm.assert_frame_equal(result, expected) + + def test_missing_minp_zero(self): + # https://github.com/pandas-dev/pandas/pull/18921 + # minp=0 + x = pd.Series([np.nan]) + result = x.rolling(1, min_periods=0).sum() + expected = pd.Series([0.0]) + tm.assert_series_equal(result, expected) + + # minp=1 + result = x.rolling(1, min_periods=1).sum() + expected = pd.Series([np.nan]) + tm.assert_series_equal(result, expected) + + def test_missing_minp_zero_variable(self): + # https://github.com/pandas-dev/pandas/pull/18921 + x = pd.Series([np.nan] * 4, + index=pd.DatetimeIndex(['2017-01-01', '2017-01-04', + '2017-01-06', '2017-01-07'])) + result = x.rolling(pd.Timedelta("2d"), min_periods=0).sum() + expected = pd.Series(0.0, index=x.index) + tm.assert_series_equal(result, expected) + + def test_multi_index_names(self): + + # GH 16789, 16825 + cols = pd.MultiIndex.from_product([['A', 'B'], ['C', 'D', 'E']], + names=['1', '2']) + df = DataFrame(np.ones((10, 6)), columns=cols) + result = df.rolling(3).cov() + + tm.assert_index_equal(result.columns, df.columns) + assert result.index.names == [None, '1', '2'] + + +class TestMoments(Base): + + def setup_method(self, method): + self._create_data() + + def test_centered_axis_validation(self): + + # ok + Series(np.ones(10)).rolling(window=3, center=True, axis=0).mean() + + # bad axis + with pytest.raises(ValueError): + Series(np.ones(10)).rolling(window=3, center=True, axis=1).mean() + + # ok ok + DataFrame(np.ones((10, 10))).rolling(window=3, center=True, + axis=0).mean() + DataFrame(np.ones((10, 10))).rolling(window=3, center=True, + axis=1).mean() + + # bad axis + with pytest.raises(ValueError): + (DataFrame(np.ones((10, 10))) + .rolling(window=3, center=True, axis=2).mean()) + + def test_rolling_sum(self): + self._check_moment_func(np.nansum, name='sum', + zero_min_periods_equal=False) + + def test_rolling_count(self): + counter = lambda x: np.isfinite(x).astype(float).sum() + self._check_moment_func(counter, name='count', has_min_periods=False, + fill_value=0) + + def test_rolling_mean(self): + self._check_moment_func(np.mean, name='mean') + + @td.skip_if_no_scipy + def test_cmov_mean(self): + # GH 8238 + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, + 10.63, 14.48]) + result = Series(vals).rolling(5, center=True).mean() + expected = Series([np.nan, np.nan, 9.962, 11.27, 11.564, 12.516, + 12.818, 12.952, np.nan, np.nan]) + tm.assert_series_equal(expected, result) + + @td.skip_if_no_scipy + def test_cmov_window(self): + # GH 8238 + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, + 10.63, 14.48]) + result = Series(vals).rolling(5, win_type='boxcar', center=True).mean() + expected = Series([np.nan, np.nan, 9.962, 11.27, 11.564, 12.516, + 12.818, 12.952, np.nan, np.nan]) + tm.assert_series_equal(expected, result) + + @td.skip_if_no_scipy + def test_cmov_window_corner(self): + # GH 8238 + # all nan + vals = pd.Series([np.nan] * 10) + result = vals.rolling(5, center=True, win_type='boxcar').mean() + assert np.isnan(result).all() + + # empty + vals = pd.Series([]) + result = vals.rolling(5, center=True, win_type='boxcar').mean() + assert len(result) == 0 + + # shorter than window + vals = pd.Series(np.random.randn(5)) + result = vals.rolling(10, win_type='boxcar').mean() + assert np.isnan(result).all() + assert len(result) == 5 + + @td.skip_if_no_scipy + def test_cmov_window_frame(self): + # Gh 8238 + vals = np.array([[12.18, 3.64], [10.18, 9.16], [13.24, 14.61], + [4.51, 8.11], [6.15, 11.44], [9.14, 6.21], + [11.31, 10.67], [2.94, 6.51], [9.42, 8.39], [12.44, + 7.34]]) + + xp = np.array([[np.nan, np.nan], [np.nan, np.nan], [9.252, 9.392], + [8.644, 9.906], [8.87, 10.208], [6.81, 8.588], + [7.792, 8.644], [9.05, 7.824], [np.nan, np.nan + ], [np.nan, np.nan]]) + + # DataFrame + rs = DataFrame(vals).rolling(5, win_type='boxcar', center=True).mean() + tm.assert_frame_equal(DataFrame(xp), rs) + + # invalid method + with pytest.raises(AttributeError): + (DataFrame(vals).rolling(5, win_type='boxcar', center=True) + .std()) + + # sum + xp = np.array([[np.nan, np.nan], [np.nan, np.nan], [46.26, 46.96], + [43.22, 49.53], [44.35, 51.04], [34.05, 42.94], + [38.96, 43.22], [45.25, 39.12], [np.nan, np.nan + ], [np.nan, np.nan]]) + + rs = DataFrame(vals).rolling(5, win_type='boxcar', center=True).sum() + tm.assert_frame_equal(DataFrame(xp), rs) + + @td.skip_if_no_scipy + def test_cmov_window_na_min_periods(self): + # min_periods + vals = Series(np.random.randn(10)) + vals[4] = np.nan + vals[8] = np.nan + + xp = vals.rolling(5, min_periods=4, center=True).mean() + rs = vals.rolling(5, win_type='boxcar', min_periods=4, + center=True).mean() + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_regular(self): + # GH 8238 + win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', + 'blackmanharris', 'nuttall', 'barthann'] + + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, + 10.63, 14.48]) + xps = { + 'hamming': [np.nan, np.nan, 8.71384, 9.56348, 12.38009, 14.03687, + 13.8567, 11.81473, np.nan, np.nan], + 'triang': [np.nan, np.nan, 9.28667, 10.34667, 12.00556, 13.33889, + 13.38, 12.33667, np.nan, np.nan], + 'barthann': [np.nan, np.nan, 8.4425, 9.1925, 12.5575, 14.3675, + 14.0825, 11.5675, np.nan, np.nan], + 'bohman': [np.nan, np.nan, 7.61599, 9.1764, 12.83559, 14.17267, + 14.65923, 11.10401, np.nan, np.nan], + 'blackmanharris': [np.nan, np.nan, 6.97691, 9.16438, 13.05052, + 14.02156, 15.10512, 10.74574, np.nan, np.nan], + 'nuttall': [np.nan, np.nan, 7.04618, 9.16786, 13.02671, 14.03559, + 15.05657, 10.78514, np.nan, np.nan], + 'blackman': [np.nan, np.nan, 7.73345, 9.17869, 12.79607, 14.20036, + 14.57726, 11.16988, np.nan, np.nan], + 'bartlett': [np.nan, np.nan, 8.4425, 9.1925, 12.5575, 14.3675, + 14.0825, 11.5675, np.nan, np.nan] + } + + for wt in win_types: + xp = Series(xps[wt]) + rs = Series(vals).rolling(5, win_type=wt, center=True).mean() + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_regular_linear_range(self): + # GH 8238 + win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', + 'blackmanharris', 'nuttall', 'barthann'] + + vals = np.array(range(10), dtype=np.float) + xp = vals.copy() + xp[:2] = np.nan + xp[-2:] = np.nan + xp = Series(xp) + + for wt in win_types: + rs = Series(vals).rolling(5, win_type=wt, center=True).mean() + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_regular_missing_data(self): + # GH 8238 + win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', + 'blackmanharris', 'nuttall', 'barthann'] + + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, np.nan, + 10.63, 14.48]) + xps = { + 'bartlett': [np.nan, np.nan, 9.70333, 10.5225, 8.4425, 9.1925, + 12.5575, 14.3675, 15.61667, 13.655], + 'blackman': [np.nan, np.nan, 9.04582, 11.41536, 7.73345, 9.17869, + 12.79607, 14.20036, 15.8706, 13.655], + 'barthann': [np.nan, np.nan, 9.70333, 10.5225, 8.4425, 9.1925, + 12.5575, 14.3675, 15.61667, 13.655], + 'bohman': [np.nan, np.nan, 8.9444, 11.56327, 7.61599, 9.1764, + 12.83559, 14.17267, 15.90976, 13.655], + 'hamming': [np.nan, np.nan, 9.59321, 10.29694, 8.71384, 9.56348, + 12.38009, 14.20565, 15.24694, 13.69758], + 'nuttall': [np.nan, np.nan, 8.47693, 12.2821, 7.04618, 9.16786, + 13.02671, 14.03673, 16.08759, 13.65553], + 'triang': [np.nan, np.nan, 9.33167, 9.76125, 9.28667, 10.34667, + 12.00556, 13.82125, 14.49429, 13.765], + 'blackmanharris': [np.nan, np.nan, 8.42526, 12.36824, 6.97691, + 9.16438, 13.05052, 14.02175, 16.1098, 13.65509] + } + + for wt in win_types: + xp = Series(xps[wt]) + rs = Series(vals).rolling(5, win_type=wt, min_periods=3).mean() + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_special(self): + # GH 8238 + win_types = ['kaiser', 'gaussian', 'general_gaussian', 'slepian'] + kwds = [{'beta': 1.}, {'std': 1.}, {'power': 2., + 'width': 2.}, {'width': 0.5}] + + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, + 10.63, 14.48]) + + xps = { + 'gaussian': [np.nan, np.nan, 8.97297, 9.76077, 12.24763, 13.89053, + 13.65671, 12.01002, np.nan, np.nan], + 'general_gaussian': [np.nan, np.nan, 9.85011, 10.71589, 11.73161, + 13.08516, 12.95111, 12.74577, np.nan, np.nan], + 'slepian': [np.nan, np.nan, 9.81073, 10.89359, 11.70284, 12.88331, + 12.96079, 12.77008, np.nan, np.nan], + 'kaiser': [np.nan, np.nan, 9.86851, 11.02969, 11.65161, 12.75129, + 12.90702, 12.83757, np.nan, np.nan] + } + + for wt, k in zip(win_types, kwds): + xp = Series(xps[wt]) + rs = Series(vals).rolling(5, win_type=wt, center=True).mean(**k) + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_special_linear_range(self): + # GH 8238 + win_types = ['kaiser', 'gaussian', 'general_gaussian', 'slepian'] + kwds = [{'beta': 1.}, {'std': 1.}, {'power': 2., + 'width': 2.}, {'width': 0.5}] + + vals = np.array(range(10), dtype=np.float) + xp = vals.copy() + xp[:2] = np.nan + xp[-2:] = np.nan + xp = Series(xp) + + for wt, k in zip(win_types, kwds): + rs = Series(vals).rolling(5, win_type=wt, center=True).mean(**k) + tm.assert_series_equal(xp, rs) + + def test_rolling_median(self): + self._check_moment_func(np.median, name='median') + + def test_rolling_min(self): + self._check_moment_func(np.min, name='min') + + a = pd.Series([1, 2, 3, 4, 5]) + result = a.rolling(window=100, min_periods=1).min() + expected = pd.Series(np.ones(len(a))) + tm.assert_series_equal(result, expected) + + with pytest.raises(ValueError): + pd.Series([1, 2, 3]).rolling(window=3, min_periods=5).min() + + def test_rolling_max(self): + self._check_moment_func(np.max, name='max') + + a = pd.Series([1, 2, 3, 4, 5], dtype=np.float64) + b = a.rolling(window=100, min_periods=1).max() + tm.assert_almost_equal(a, b) + + with pytest.raises(ValueError): + pd.Series([1, 2, 3]).rolling(window=3, min_periods=5).max() + + @pytest.mark.parametrize('q', [0.0, .1, .5, .9, 1.0]) + def test_rolling_quantile(self, q): + + def scoreatpercentile(a, per): + values = np.sort(a, axis=0) + + idx = int(per / 1. * (values.shape[0] - 1)) + + if idx == values.shape[0] - 1: + retval = values[-1] + + else: + qlow = float(idx) / float(values.shape[0] - 1) + qhig = float(idx + 1) / float(values.shape[0] - 1) + vlow = values[idx] + vhig = values[idx + 1] + retval = vlow + (vhig - vlow) * (per - qlow) / (qhig - qlow) + + return retval + + def quantile_func(x): + return scoreatpercentile(x, q) + + self._check_moment_func(quantile_func, name='quantile', + quantile=q) + + def test_rolling_quantile_np_percentile(self): + # #9413: Tests that rolling window's quantile default behavior + # is analogus to Numpy's percentile + row = 10 + col = 5 + idx = pd.date_range('20100101', periods=row, freq='B') + df = DataFrame(np.random.rand(row * col).reshape((row, -1)), index=idx) + + df_quantile = df.quantile([0.25, 0.5, 0.75], axis=0) + np_percentile = np.percentile(df, [25, 50, 75], axis=0) + + tm.assert_almost_equal(df_quantile.values, np.array(np_percentile)) + + def test_rolling_quantile_series(self): + # #16211: Tests that rolling window's quantile default behavior + # is analogus to Series' quantile + arr = np.arange(100) + s = Series(arr) + q1 = s.quantile(0.1) + q2 = s.rolling(100).quantile(0.1).iloc[-1] + + tm.assert_almost_equal(q1, q2) + + def test_rolling_quantile_param(self): + ser = Series([0.0, .1, .5, .9, 1.0]) + + with pytest.raises(ValueError): + ser.rolling(3).quantile(-0.1) + + with pytest.raises(ValueError): + ser.rolling(3).quantile(10.0) + + with pytest.raises(TypeError): + ser.rolling(3).quantile('foo') + + def test_rolling_apply(self): + # suppress warnings about empty slices, as we are deliberately testing + # with a 0-length Series + with warnings.catch_warnings(): + warnings.filterwarnings("ignore", + message=".*(empty slice|0 for slice).*", + category=RuntimeWarning) + + ser = Series([]) + tm.assert_series_equal(ser, + ser.rolling(10).apply(lambda x: x.mean())) + + def f(x): + return x[np.isfinite(x)].mean() + + self._check_moment_func(np.mean, name='apply', func=f) + + # GH 8080 + s = Series([None, None, None]) + result = s.rolling(2, min_periods=0).apply(lambda x: len(x)) + expected = Series([1., 2., 2.]) + tm.assert_series_equal(result, expected) + + result = s.rolling(2, min_periods=0).apply(len) + tm.assert_series_equal(result, expected) + + def test_rolling_apply_out_of_bounds(self): + # #1850 + vals = pd.Series([1, 2, 3, 4]) + + result = vals.rolling(10).apply(np.sum) + assert result.isna().all() + + result = vals.rolling(10, min_periods=1).apply(np.sum) + expected = pd.Series([1, 3, 6, 10], dtype=float) + tm.assert_almost_equal(result, expected) + + def test_rolling_std(self): + self._check_moment_func(lambda x: np.std(x, ddof=1), + name='std') + self._check_moment_func(lambda x: np.std(x, ddof=0), + name='std', ddof=0) + + def test_rolling_std_1obs(self): + vals = pd.Series([1., 2., 3., 4., 5.]) + + result = vals.rolling(1, min_periods=1).std() + expected = pd.Series([np.nan] * 5) + tm.assert_series_equal(result, expected) + + result = vals.rolling(1, min_periods=1).std(ddof=0) + expected = pd.Series([0.] * 5) + tm.assert_series_equal(result, expected) + + result = (pd.Series([np.nan, np.nan, 3, 4, 5]) + .rolling(3, min_periods=2).std()) + assert np.isnan(result[2]) + + def test_rolling_std_neg_sqrt(self): + # unit test from Bottleneck + + # Test move_nanstd for neg sqrt. + + a = pd.Series([0.0011448196318903589, 0.00028718669878572767, + 0.00028718669878572767, 0.00028718669878572767, + 0.00028718669878572767]) + b = a.rolling(window=3).std() + assert np.isfinite(b[2:]).all() + + b = a.ewm(span=3).std() + assert np.isfinite(b[2:]).all() + + def test_rolling_var(self): + self._check_moment_func(lambda x: np.var(x, ddof=1), + name='var') + self._check_moment_func(lambda x: np.var(x, ddof=0), + name='var', ddof=0) + + @td.skip_if_no_scipy + def test_rolling_skew(self): + from scipy.stats import skew + self._check_moment_func(lambda x: skew(x, bias=False), name='skew') + + @td.skip_if_no_scipy + def test_rolling_kurt(self): + from scipy.stats import kurtosis + self._check_moment_func(lambda x: kurtosis(x, bias=False), + name='kurt') + + def _check_moment_func(self, static_comp, name, has_min_periods=True, + has_center=True, has_time_rule=True, + fill_value=None, zero_min_periods_equal=True, + **kwargs): + + def get_result(obj, window, min_periods=None, center=False): + r = obj.rolling(window=window, min_periods=min_periods, + center=center) + return getattr(r, name)(**kwargs) + + series_result = get_result(self.series, window=50) + assert isinstance(series_result, Series) + tm.assert_almost_equal(series_result.iloc[-1], + static_comp(self.series[-50:])) + + frame_result = get_result(self.frame, window=50) + assert isinstance(frame_result, DataFrame) + tm.assert_series_equal(frame_result.iloc[-1, :], + self.frame.iloc[-50:, :].apply(static_comp, + axis=0), + check_names=False) + + # check time_rule works + if has_time_rule: + win = 25 + minp = 10 + series = self.series[::2].resample('B').mean() + frame = self.frame[::2].resample('B').mean() + + if has_min_periods: + series_result = get_result(series, window=win, + min_periods=minp) + frame_result = get_result(frame, window=win, + min_periods=minp) + else: + series_result = get_result(series, window=win) + frame_result = get_result(frame, window=win) + + last_date = series_result.index[-1] + prev_date = last_date - 24 * offsets.BDay() + + trunc_series = self.series[::2].truncate(prev_date, last_date) + trunc_frame = self.frame[::2].truncate(prev_date, last_date) + + tm.assert_almost_equal(series_result[-1], + static_comp(trunc_series)) + + tm.assert_series_equal(frame_result.xs(last_date), + trunc_frame.apply(static_comp), + check_names=False) + + # excluding NaNs correctly + obj = Series(randn(50)) + obj[:10] = np.NaN + obj[-10:] = np.NaN + if has_min_periods: + result = get_result(obj, 50, min_periods=30) + tm.assert_almost_equal(result.iloc[-1], static_comp(obj[10:-10])) + + # min_periods is working correctly + result = get_result(obj, 20, min_periods=15) + assert isna(result.iloc[23]) + assert not isna(result.iloc[24]) + + assert not isna(result.iloc[-6]) + assert isna(result.iloc[-5]) + + obj2 = Series(randn(20)) + result = get_result(obj2, 10, min_periods=5) + assert isna(result.iloc[3]) + assert notna(result.iloc[4]) + + if zero_min_periods_equal: + # min_periods=0 may be equivalent to min_periods=1 + result0 = get_result(obj, 20, min_periods=0) + result1 = get_result(obj, 20, min_periods=1) + tm.assert_almost_equal(result0, result1) + else: + result = get_result(obj, 50) + tm.assert_almost_equal(result.iloc[-1], static_comp(obj[10:-10])) + + # window larger than series length (#7297) + if has_min_periods: + for minp in (0, len(self.series) - 1, len(self.series)): + result = get_result(self.series, len(self.series) + 1, + min_periods=minp) + expected = get_result(self.series, len(self.series), + min_periods=minp) + nan_mask = isna(result) + tm.assert_series_equal(nan_mask, isna(expected)) + + nan_mask = ~nan_mask + tm.assert_almost_equal(result[nan_mask], + expected[nan_mask]) + else: + result = get_result(self.series, len(self.series) + 1) + expected = get_result(self.series, len(self.series)) + nan_mask = isna(result) + tm.assert_series_equal(nan_mask, isna(expected)) + + nan_mask = ~nan_mask + tm.assert_almost_equal(result[nan_mask], expected[nan_mask]) + + # check center=True + if has_center: + if has_min_periods: + result = get_result(obj, 20, min_periods=15, center=True) + expected = get_result( + pd.concat([obj, Series([np.NaN] * 9)]), 20, + min_periods=15)[9:].reset_index(drop=True) + else: + result = get_result(obj, 20, center=True) + expected = get_result( + pd.concat([obj, Series([np.NaN] * 9)]), + 20)[9:].reset_index(drop=True) + + tm.assert_series_equal(result, expected) + + # shifter index + s = ['x%d' % x for x in range(12)] + + if has_min_periods: + minp = 10 + + series_xp = get_result( + self.series.reindex(list(self.series.index) + s), + window=25, + min_periods=minp).shift(-12).reindex(self.series.index) + frame_xp = get_result( + self.frame.reindex(list(self.frame.index) + s), + window=25, + min_periods=minp).shift(-12).reindex(self.frame.index) + + series_rs = get_result(self.series, window=25, + min_periods=minp, center=True) + frame_rs = get_result(self.frame, window=25, min_periods=minp, + center=True) + + else: + series_xp = get_result( + self.series.reindex(list(self.series.index) + s), + window=25).shift(-12).reindex(self.series.index) + frame_xp = get_result( + self.frame.reindex(list(self.frame.index) + s), + window=25).shift(-12).reindex(self.frame.index) + + series_rs = get_result(self.series, window=25, center=True) + frame_rs = get_result(self.frame, window=25, center=True) + + if fill_value is not None: + series_xp = series_xp.fillna(fill_value) + frame_xp = frame_xp.fillna(fill_value) + tm.assert_series_equal(series_xp, series_rs) + tm.assert_frame_equal(frame_xp, frame_rs) + + +def _rolling_consistency_cases(): + for window in [1, 2, 3, 10, 20]: + for min_periods in set([0, 1, 2, 3, 4, window]): + if min_periods and (min_periods > window): + continue + for center in [False, True]: + yield window, min_periods, center + + +class TestGrouperGrouping(object): + + def setup_method(self, method): + self.series = Series(np.arange(10)) + self.frame = DataFrame({'A': [1] * 20 + [2] * 12 + [3] * 8, + 'B': np.arange(40)}) + + def test_mutated(self): + + def f(): + self.frame.groupby('A', foo=1) + pytest.raises(TypeError, f) + + g = self.frame.groupby('A') + assert not g.mutated + g = self.frame.groupby('A', mutated=True) + assert g.mutated + + def test_getitem(self): + g = self.frame.groupby('A') + g_mutated = self.frame.groupby('A', mutated=True) + + expected = g_mutated.B.apply(lambda x: x.rolling(2).mean()) + + result = g.rolling(2).mean().B + tm.assert_series_equal(result, expected) + + result = g.rolling(2).B.mean() + tm.assert_series_equal(result, expected) + + result = g.B.rolling(2).mean() + tm.assert_series_equal(result, expected) + + result = self.frame.B.groupby(self.frame.A).rolling(2).mean() + tm.assert_series_equal(result, expected) + + def test_getitem_multiple(self): + + # GH 13174 + g = self.frame.groupby('A') + r = g.rolling(2) + g_mutated = self.frame.groupby('A', mutated=True) + expected = g_mutated.B.apply(lambda x: x.rolling(2).count()) + + result = r.B.count() + tm.assert_series_equal(result, expected) + + result = r.B.count() + tm.assert_series_equal(result, expected) + + def test_rolling(self): + g = self.frame.groupby('A') + r = g.rolling(window=4) + + for f in ['sum', 'mean', 'min', 'max', 'count', 'kurt', 'skew']: + + result = getattr(r, f)() + expected = g.apply(lambda x: getattr(x.rolling(4), f)()) + tm.assert_frame_equal(result, expected) + + for f in ['std', 'var']: + result = getattr(r, f)(ddof=1) + expected = g.apply(lambda x: getattr(x.rolling(4), f)(ddof=1)) + tm.assert_frame_equal(result, expected) + + result = r.quantile(0.5) + expected = g.apply(lambda x: x.rolling(4).quantile(0.5)) + tm.assert_frame_equal(result, expected) + + def test_rolling_corr_cov(self): + g = self.frame.groupby('A') + r = g.rolling(window=4) + + for f in ['corr', 'cov']: + result = getattr(r, f)(self.frame) + + def func(x): + return getattr(x.rolling(4), f)(self.frame) + expected = g.apply(func) + tm.assert_frame_equal(result, expected) + + result = getattr(r.B, f)(pairwise=True) + + def func(x): + return getattr(x.B.rolling(4), f)(pairwise=True) + expected = g.apply(func) + tm.assert_series_equal(result, expected) + + def test_rolling_apply(self): + g = self.frame.groupby('A') + r = g.rolling(window=4) + + # reduction + result = r.apply(lambda x: x.sum()) + expected = g.apply(lambda x: x.rolling(4).apply(lambda y: y.sum())) + tm.assert_frame_equal(result, expected) + + +class TestRollingTS(object): + + # rolling time-series friendly + # xref GH13327 + + def setup_method(self, method): + + self.regular = DataFrame({'A': pd.date_range('20130101', + periods=5, + freq='s'), + 'B': range(5)}).set_index('A') + + self.ragged = DataFrame({'B': range(5)}) + self.ragged.index = [Timestamp('20130101 09:00:00'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:05'), + Timestamp('20130101 09:00:06')] + + def test_doc_string(self): + + df = DataFrame({'B': [0, 1, 2, np.nan, 4]}, + index=[Timestamp('20130101 09:00:00'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:05'), + Timestamp('20130101 09:00:06')]) + df + df.rolling('2s').sum() + + def test_valid(self): + + df = self.regular + + # not a valid freq + with pytest.raises(ValueError): + df.rolling(window='foobar') + + # not a datetimelike index + with pytest.raises(ValueError): + df.reset_index().rolling(window='foobar') + + # non-fixed freqs + for freq in ['2MS', pd.offsets.MonthBegin(2)]: + with pytest.raises(ValueError): + df.rolling(window=freq) + + for freq in ['1D', pd.offsets.Day(2), '2ms']: + df.rolling(window=freq) + + # non-integer min_periods + for minp in [1.0, 'foo', np.array([1, 2, 3])]: + with pytest.raises(ValueError): + df.rolling(window='1D', min_periods=minp) + + # center is not implemented + with pytest.raises(NotImplementedError): + df.rolling(window='1D', center=True) + + def test_on(self): + + df = self.regular + + # not a valid column + with pytest.raises(ValueError): + df.rolling(window='2s', on='foobar') + + # column is valid + df = df.copy() + df['C'] = pd.date_range('20130101', periods=len(df)) + df.rolling(window='2d', on='C').sum() + + # invalid columns + with pytest.raises(ValueError): + df.rolling(window='2d', on='B') + + # ok even though on non-selected + df.rolling(window='2d', on='C').B.sum() + + def test_monotonic_on(self): + + # on/index must be monotonic + df = DataFrame({'A': pd.date_range('20130101', + periods=5, + freq='s'), + 'B': range(5)}) + + assert df.A.is_monotonic + df.rolling('2s', on='A').sum() + + df = df.set_index('A') + assert df.index.is_monotonic + df.rolling('2s').sum() + + # non-monotonic + df.index = reversed(df.index.tolist()) + assert not df.index.is_monotonic + + with pytest.raises(ValueError): + df.rolling('2s').sum() + + df = df.reset_index() + with pytest.raises(ValueError): + df.rolling('2s', on='A').sum() + + def test_frame_on(self): + + df = DataFrame({'B': range(5), + 'C': pd.date_range('20130101 09:00:00', + periods=5, + freq='3s')}) + + df['A'] = [Timestamp('20130101 09:00:00'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:05'), + Timestamp('20130101 09:00:06')] + + # we are doing simulating using 'on' + expected = (df.set_index('A') + .rolling('2s') + .B + .sum() + .reset_index(drop=True) + ) + + result = (df.rolling('2s', on='A') + .B + .sum() + ) + tm.assert_series_equal(result, expected) + + # test as a frame + # we should be ignoring the 'on' as an aggregation column + # note that the expected is setting, computing, and resetting + # so the columns need to be switched compared + # to the actual result where they are ordered as in the + # original + expected = (df.set_index('A') + .rolling('2s')[['B']] + .sum() + .reset_index()[['B', 'A']] + ) + + result = (df.rolling('2s', on='A')[['B']] + .sum() + ) + tm.assert_frame_equal(result, expected) + + def test_frame_on2(self): + + # using multiple aggregation columns + df = DataFrame({'A': [0, 1, 2, 3, 4], + 'B': [0, 1, 2, np.nan, 4], + 'C': Index([Timestamp('20130101 09:00:00'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:05'), + Timestamp('20130101 09:00:06')])}, + columns=['A', 'C', 'B']) + + expected1 = DataFrame({'A': [0., 1, 3, 3, 7], + 'B': [0, 1, 3, np.nan, 4], + 'C': df['C']}, + columns=['A', 'C', 'B']) + + result = df.rolling('2s', on='C').sum() + expected = expected1 + tm.assert_frame_equal(result, expected) + + expected = Series([0, 1, 3, np.nan, 4], name='B') + result = df.rolling('2s', on='C').B.sum() + tm.assert_series_equal(result, expected) + + expected = expected1[['A', 'B', 'C']] + result = df.rolling('2s', on='C')[['A', 'B', 'C']].sum() + tm.assert_frame_equal(result, expected) + + def test_basic_regular(self): + + df = self.regular.copy() + + df.index = pd.date_range('20130101', periods=5, freq='D') + expected = df.rolling(window=1, min_periods=1).sum() + result = df.rolling(window='1D').sum() + tm.assert_frame_equal(result, expected) + + df.index = pd.date_range('20130101', periods=5, freq='2D') + expected = df.rolling(window=1, min_periods=1).sum() + result = df.rolling(window='2D', min_periods=1).sum() + tm.assert_frame_equal(result, expected) + + expected = df.rolling(window=1, min_periods=1).sum() + result = df.rolling(window='2D', min_periods=1).sum() + tm.assert_frame_equal(result, expected) + + expected = df.rolling(window=1).sum() + result = df.rolling(window='2D').sum() + tm.assert_frame_equal(result, expected) + + def test_min_periods(self): + + # compare for min_periods + df = self.regular + + # these slightly different + expected = df.rolling(2, min_periods=1).sum() + result = df.rolling('2s').sum() + tm.assert_frame_equal(result, expected) + + expected = df.rolling(2, min_periods=1).sum() + result = df.rolling('2s', min_periods=1).sum() + tm.assert_frame_equal(result, expected) + + def test_closed(self): + + # xref GH13965 + + df = DataFrame({'A': [1] * 5}, + index=[Timestamp('20130101 09:00:01'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:04'), + Timestamp('20130101 09:00:06')]) + + # closed must be 'right', 'left', 'both', 'neither' + with pytest.raises(ValueError): + self.regular.rolling(window='2s', closed="blabla") + + expected = df.copy() + expected["A"] = [1.0, 2, 2, 2, 1] + result = df.rolling('2s', closed='right').sum() + tm.assert_frame_equal(result, expected) + + # default should be 'right' + result = df.rolling('2s').sum() + tm.assert_frame_equal(result, expected) + + expected = df.copy() + expected["A"] = [1.0, 2, 3, 3, 2] + result = df.rolling('2s', closed='both').sum() + tm.assert_frame_equal(result, expected) + + expected = df.copy() + expected["A"] = [np.nan, 1.0, 2, 2, 1] + result = df.rolling('2s', closed='left').sum() + tm.assert_frame_equal(result, expected) + + expected = df.copy() + expected["A"] = [np.nan, 1.0, 1, 1, np.nan] + result = df.rolling('2s', closed='neither').sum() + tm.assert_frame_equal(result, expected) + + def test_ragged_sum(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 3, 7] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=2).sum() + expected = df.copy() + expected['B'] = [np.nan, np.nan, 3, np.nan, 7] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='3s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 5, 7] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='3s').sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 5, 7] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='4s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 6, 9] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='4s', min_periods=3).sum() + expected = df.copy() + expected['B'] = [np.nan, np.nan, 3, 6, 9] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 6, 10] + tm.assert_frame_equal(result, expected) + + def test_ragged_mean(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).mean() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).mean() + expected = df.copy() + expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] + tm.assert_frame_equal(result, expected) + + def test_ragged_median(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).median() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).median() + expected = df.copy() + expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] + tm.assert_frame_equal(result, expected) + + def test_ragged_quantile(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).quantile(0.5) + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).quantile(0.5) + expected = df.copy() + expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] + tm.assert_frame_equal(result, expected) + + def test_ragged_std(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).std(ddof=0) + expected = df.copy() + expected['B'] = [0.0] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='1s', min_periods=1).std(ddof=1) + expected = df.copy() + expected['B'] = [np.nan] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='3s', min_periods=1).std(ddof=0) + expected = df.copy() + expected['B'] = [0.0] + [0.5] * 4 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).std(ddof=1) + expected = df.copy() + expected['B'] = [np.nan, 0.707107, 1.0, 1.0, 1.290994] + tm.assert_frame_equal(result, expected) + + def test_ragged_var(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).var(ddof=0) + expected = df.copy() + expected['B'] = [0.0] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='1s', min_periods=1).var(ddof=1) + expected = df.copy() + expected['B'] = [np.nan] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='3s', min_periods=1).var(ddof=0) + expected = df.copy() + expected['B'] = [0.0] + [0.25] * 4 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).var(ddof=1) + expected = df.copy() + expected['B'] = [np.nan, 0.5, 1.0, 1.0, 1 + 2 / 3.] + tm.assert_frame_equal(result, expected) + + def test_ragged_skew(self): + + df = self.ragged + result = df.rolling(window='3s', min_periods=1).skew() + expected = df.copy() + expected['B'] = [np.nan] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).skew() + expected = df.copy() + expected['B'] = [np.nan] * 2 + [0.0, 0.0, 0.0] + tm.assert_frame_equal(result, expected) + + def test_ragged_kurt(self): + + df = self.ragged + result = df.rolling(window='3s', min_periods=1).kurt() + expected = df.copy() + expected['B'] = [np.nan] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).kurt() + expected = df.copy() + expected['B'] = [np.nan] * 4 + [-1.2] + tm.assert_frame_equal(result, expected) + + def test_ragged_count(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).count() + expected = df.copy() + expected['B'] = [1.0, 1, 1, 1, 1] + tm.assert_frame_equal(result, expected) + + df = self.ragged + result = df.rolling(window='1s').count() + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).count() + expected = df.copy() + expected['B'] = [1.0, 1, 2, 1, 2] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=2).count() + expected = df.copy() + expected['B'] = [np.nan, np.nan, 2, np.nan, 2] + tm.assert_frame_equal(result, expected) + + def test_regular_min(self): + + df = DataFrame({'A': pd.date_range('20130101', + periods=5, + freq='s'), + 'B': [0.0, 1, 2, 3, 4]}).set_index('A') + result = df.rolling('1s').min() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + df = DataFrame({'A': pd.date_range('20130101', + periods=5, + freq='s'), + 'B': [5, 4, 3, 4, 5]}).set_index('A') + + tm.assert_frame_equal(result, expected) + result = df.rolling('2s').min() + expected = df.copy() + expected['B'] = [5.0, 4, 3, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling('5s').min() + expected = df.copy() + expected['B'] = [5.0, 4, 3, 3, 3] + tm.assert_frame_equal(result, expected) + + def test_ragged_min(self): + + df = self.ragged + + result = df.rolling(window='1s', min_periods=1).min() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).min() + expected = df.copy() + expected['B'] = [0.0, 1, 1, 3, 3] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).min() + expected = df.copy() + expected['B'] = [0.0, 0, 0, 1, 1] + tm.assert_frame_equal(result, expected) + + def test_perf_min(self): + + N = 10000 + + dfp = DataFrame({'B': np.random.randn(N)}, + index=pd.date_range('20130101', + periods=N, + freq='s')) + expected = dfp.rolling(2, min_periods=1).min() + result = dfp.rolling('2s').min() + assert ((result - expected) < 0.01).all().bool() + + expected = dfp.rolling(200, min_periods=1).min() + result = dfp.rolling('200s').min() + assert ((result - expected) < 0.01).all().bool() + + def test_ragged_max(self): + + df = self.ragged + + result = df.rolling(window='1s', min_periods=1).max() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).max() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).max() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + def test_ragged_apply(self): + + df = self.ragged + + f = lambda x: 1 + result = df.rolling(window='1s', min_periods=1).apply(f) + expected = df.copy() + expected['B'] = 1. + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).apply(f) + expected = df.copy() + expected['B'] = 1. + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).apply(f) + expected = df.copy() + expected['B'] = 1. + tm.assert_frame_equal(result, expected) + + def test_all(self): + + # simple comparison of integer vs time-based windowing + df = self.regular * 2 + er = df.rolling(window=1) + r = df.rolling(window='1s') + + for f in ['sum', 'mean', 'count', 'median', 'std', + 'var', 'kurt', 'skew', 'min', 'max']: + + result = getattr(r, f)() + expected = getattr(er, f)() + tm.assert_frame_equal(result, expected) + + result = r.quantile(0.5) + expected = er.quantile(0.5) + tm.assert_frame_equal(result, expected) + + result = r.apply(lambda x: 1) + expected = er.apply(lambda x: 1) + tm.assert_frame_equal(result, expected) + + def test_all2(self): + + # more sophisticated comparison of integer vs. + # time-based windowing + df = DataFrame({'B': np.arange(50)}, + index=pd.date_range('20130101', + periods=50, freq='H') + ) + # in-range data + dft = df.between_time("09:00", "16:00") + + r = dft.rolling(window='5H') + + for f in ['sum', 'mean', 'count', 'median', 'std', + 'var', 'kurt', 'skew', 'min', 'max']: + + result = getattr(r, f)() + + # we need to roll the days separately + # to compare with a time-based roll + # finally groupby-apply will return a multi-index + # so we need to drop the day + def agg_by_day(x): + x = x.between_time("09:00", "16:00") + return getattr(x.rolling(5, min_periods=1), f)() + expected = df.groupby(df.index.day).apply( + agg_by_day).reset_index(level=0, drop=True) + + tm.assert_frame_equal(result, expected) + + def test_groupby_monotonic(self): + + # GH 15130 + # we don't need to validate monotonicity when grouping + + data = [ + ['David', '1/1/2015', 100], ['David', '1/5/2015', 500], + ['David', '5/30/2015', 50], ['David', '7/25/2015', 50], + ['Ryan', '1/4/2014', 100], ['Ryan', '1/19/2015', 500], + ['Ryan', '3/31/2016', 50], ['Joe', '7/1/2015', 100], + ['Joe', '9/9/2015', 500], ['Joe', '10/15/2015', 50]] + + df = DataFrame(data=data, columns=['name', 'date', 'amount']) + df['date'] = pd.to_datetime(df['date']) + + expected = df.set_index('date').groupby('name').apply( + lambda x: x.rolling('180D')['amount'].sum()) + result = df.groupby('name').rolling('180D', on='date')['amount'].sum() + tm.assert_series_equal(result, expected) + + def test_non_monotonic(self): + # GH 13966 (similar to #15130, closed by #15175) + + dates = pd.date_range(start='2016-01-01 09:30:00', + periods=20, freq='s') + df = DataFrame({'A': [1] * 20 + [2] * 12 + [3] * 8, + 'B': np.concatenate((dates, dates)), + 'C': np.arange(40)}) + + result = df.groupby('A').rolling('4s', on='B').C.mean() + expected = df.set_index('B').groupby('A').apply( + lambda x: x.rolling('4s')['C'].mean()) + tm.assert_series_equal(result, expected) + + df2 = df.sort_values('B') + result = df2.groupby('A').rolling('4s', on='B').C.mean() + tm.assert_series_equal(result, expected) + + def test_rolling_cov_offset(self): + # GH16058 + + idx = pd.date_range('2017-01-01', periods=24, freq='1h') + ss = Series(np.arange(len(idx)), index=idx) + + result = ss.rolling('2h').cov() + expected = Series([np.nan] + [0.5] * (len(idx) - 1), index=idx) + tm.assert_series_equal(result, expected) + + expected2 = ss.rolling(2, min_periods=1).cov() + tm.assert_series_equal(result, expected2) + + result = ss.rolling('3h').cov() + expected = Series([np.nan, 0.5] + [1.0] * (len(idx) - 2), index=idx) + tm.assert_series_equal(result, expected) + + expected2 = ss.rolling(3, min_periods=1).cov() + tm.assert_series_equal(result, expected2) From 018685be8737ea38d211c0559b5ca3a1bbf6b72c Mon Sep 17 00:00:00 2001 From: Gilberto Olimpio Date: Mon, 12 Feb 2018 13:17:43 -0200 Subject: [PATCH 06/19] Inclusion of tests for the expanding functions according to the test_window.py file --- pandas/tests/windows/test_expanding.py | 265 +++++++++++++++++++++++++ 1 file changed, 265 insertions(+) diff --git a/pandas/tests/windows/test_expanding.py b/pandas/tests/windows/test_expanding.py index e69de29bb2d1d..b6989da4e1396 100644 --- a/pandas/tests/windows/test_expanding.py +++ b/pandas/tests/windows/test_expanding.py @@ -0,0 +1,265 @@ +import pytest + +from numpy.random import randn +import numpy as np +from datetime import datetime +import pandas as pd +from pandas import (Series, DataFrame, bdate_range, + notna) +import pandas.core.window as rwindow +from pandas.errors import UnsupportedFunctionCall +import pandas.util.testing as tm + +N, K = 100, 10 + + +def assert_equal(left, right): + if isinstance(left, Series): + tm.assert_series_equal(left, right) + else: + tm.assert_frame_equal(left, right) + + +class Base(object): + + _nan_locs = np.arange(20, 40) + _inf_locs = np.array([]) + + def _create_data(self): + arr = randn(N) + arr[self._nan_locs] = np.NaN + + self.arr = arr + self.rng = bdate_range(datetime(2009, 1, 1), periods=N) + self.series = Series(arr.copy(), index=self.rng) + self.frame = DataFrame(randn(N, K), index=self.rng, + columns=np.arange(K)) + + +class TestExpanding(Base): + + def setup_method(self, method): + self._create_data() + + def test_doc_string(self): + + df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) + df + df.expanding(2).sum() + + def test_constructor(self): + # GH 12669 + + for o in [self.series, self.frame]: + c = o.expanding + + # valid + c(min_periods=1) + c(min_periods=1, center=True) + c(min_periods=1, center=False) + + # not valid + for w in [2., 'foo', np.array([2])]: + with pytest.raises(ValueError): + c(min_periods=w) + with pytest.raises(ValueError): + c(min_periods=1, center=w) + + def test_numpy_compat(self): + # see gh-12811 + e = rwindow.Expanding(Series([2, 4, 6]), window=2) + + msg = "numpy operations are not valid with window objects" + + for func in ('std', 'mean', 'sum', 'max', 'min', 'var'): + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(e, func), 1, 2, 3) + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(e, func), dtype=np.float64) + + @pytest.mark.parametrize( + 'expander', + [1, pytest.param('ls', marks=pytest.mark.xfail( + reason='GH 16425 expanding with ' + 'offset not supported'))]) + def test_empty_df_expanding(self, expander): + # GH 15819 Verifies that datetime and integer expanding windows can be + # applied to empty DataFrames + + expected = DataFrame() + result = DataFrame().expanding(expander).sum() + tm.assert_frame_equal(result, expected) + + # Verifies that datetime and integer expanding windows can be applied + # to empty DataFrames with datetime index + expected = DataFrame(index=pd.DatetimeIndex([])) + result = DataFrame( + index=pd.DatetimeIndex([])).expanding(expander).sum() + tm.assert_frame_equal(result, expected) + + def test_missing_minp_zero(self): + # https://github.com/pandas-dev/pandas/pull/18921 + # minp=0 + x = pd.Series([np.nan]) + result = x.expanding(min_periods=0).sum() + expected = pd.Series([0.0]) + tm.assert_series_equal(result, expected) + + # minp=1 + result = x.expanding(min_periods=1).sum() + expected = pd.Series([np.nan]) + tm.assert_series_equal(result, expected) + + +# create the data only once as we are not setting it +def _create_consistency_data(): + def create_series(): + return [Series(), + Series([np.nan]), + Series([np.nan, np.nan]), + Series([3.]), + Series([np.nan, 3.]), + Series([3., np.nan]), + Series([1., 3.]), + Series([2., 2.]), + Series([3., 1.]), + Series([5., 5., 5., 5., np.nan, np.nan, np.nan, 5., 5., np.nan, + np.nan]), + Series([np.nan, 5., 5., 5., np.nan, np.nan, np.nan, 5., 5., + np.nan, np.nan]), + Series([np.nan, np.nan, 5., 5., np.nan, np.nan, np.nan, 5., 5., + np.nan, np.nan]), + Series([np.nan, 3., np.nan, 3., 4., 5., 6., np.nan, np.nan, 7., + 12., 13., 14., 15.]), + Series([np.nan, 5., np.nan, 2., 4., 0., 9., np.nan, np.nan, 3., + 12., 13., 14., 15.]), + Series([2., 3., np.nan, 3., 4., 5., 6., np.nan, np.nan, 7., + 12., 13., 14., 15.]), + Series([2., 5., np.nan, 2., 4., 0., 9., np.nan, np.nan, 3., + 12., 13., 14., 15.]), + Series(range(10)), + Series(range(20, 0, -2)), ] + + def create_dataframes(): + return ([DataFrame(), + DataFrame(columns=['a']), + DataFrame(columns=['a', 'a']), + DataFrame(columns=['a', 'b']), + DataFrame(np.arange(10).reshape((5, 2))), + DataFrame(np.arange(25).reshape((5, 5))), + DataFrame(np.arange(25).reshape((5, 5)), + columns=['a', 'b', 99, 'd', 'd'])] + + [DataFrame(s) for s in create_series()]) + + def is_constant(x): + values = x.values.ravel() + return len(set(values[notna(values)])) == 1 + + def no_nans(x): + return x.notna().all().all() + + # data is a tuple(object, is_contant, no_nans) + data = create_series() + create_dataframes() + + return [(x, is_constant(x), no_nans(x)) for x in data] + + +_consistency_data = _create_consistency_data() + + +class TestGrouperGrouping(object): + + def setup_method(self, method): + self.series = Series(np.arange(10)) + self.frame = DataFrame({'A': [1] * 20 + [2] * 12 + [3] * 8, + 'B': np.arange(40)}) + + def test_mutated(self): + + def f(): + self.frame.groupby('A', foo=1) + pytest.raises(TypeError, f) + + g = self.frame.groupby('A') + assert not g.mutated + g = self.frame.groupby('A', mutated=True) + assert g.mutated + + def test_getitem(self): + g = self.frame.groupby('A') + g_mutated = self.frame.groupby('A', mutated=True) + + expected = g_mutated.B.apply(lambda x: x.rolling(2).mean()) + + result = g.rolling(2).mean().B + tm.assert_series_equal(result, expected) + + result = g.rolling(2).B.mean() + tm.assert_series_equal(result, expected) + + result = g.B.rolling(2).mean() + tm.assert_series_equal(result, expected) + + result = self.frame.B.groupby(self.frame.A).rolling(2).mean() + tm.assert_series_equal(result, expected) + + def test_getitem_multiple(self): + + # GH 13174 + g = self.frame.groupby('A') + r = g.rolling(2) + g_mutated = self.frame.groupby('A', mutated=True) + expected = g_mutated.B.apply(lambda x: x.rolling(2).count()) + + result = r.B.count() + tm.assert_series_equal(result, expected) + + result = r.B.count() + tm.assert_series_equal(result, expected) + + def test_expanding(self): + g = self.frame.groupby('A') + r = g.expanding() + + for f in ['sum', 'mean', 'min', 'max', 'count', 'kurt', 'skew']: + + result = getattr(r, f)() + expected = g.apply(lambda x: getattr(x.expanding(), f)()) + tm.assert_frame_equal(result, expected) + + for f in ['std', 'var']: + result = getattr(r, f)(ddof=0) + expected = g.apply(lambda x: getattr(x.expanding(), f)(ddof=0)) + tm.assert_frame_equal(result, expected) + + result = r.quantile(0.5) + expected = g.apply(lambda x: x.expanding().quantile(0.5)) + tm.assert_frame_equal(result, expected) + + def test_expanding_corr_cov(self): + g = self.frame.groupby('A') + r = g.expanding() + + for f in ['corr', 'cov']: + result = getattr(r, f)(self.frame) + + def func(x): + return getattr(x.expanding(), f)(self.frame) + expected = g.apply(func) + tm.assert_frame_equal(result, expected) + + result = getattr(r.B, f)(pairwise=True) + + def func(x): + return getattr(x.B.expanding(), f)(pairwise=True) + expected = g.apply(func) + tm.assert_series_equal(result, expected) + + def test_expanding_apply(self): + g = self.frame.groupby('A') + r = g.expanding() + + # reduction + result = r.apply(lambda x: x.sum()) + expected = g.apply(lambda x: x.expanding().apply(lambda y: y.sum())) + tm.assert_frame_equal(result, expected) From 3cef534ae2d6aa9abf1f139ca3e5ed95edde151c Mon Sep 17 00:00:00 2001 From: Gilberto Olimpio Date: Mon, 12 Feb 2018 13:46:45 -0200 Subject: [PATCH 07/19] Inclusion of tests for the ewma functions according to the test_window.py file --- pandas/tests/windows/test_ewma.py | 97 +++++++++++++++++++++++++++++++ 1 file changed, 97 insertions(+) diff --git a/pandas/tests/windows/test_ewma.py b/pandas/tests/windows/test_ewma.py index e69de29bb2d1d..199508b856448 100644 --- a/pandas/tests/windows/test_ewma.py +++ b/pandas/tests/windows/test_ewma.py @@ -0,0 +1,97 @@ +from datetime import datetime + +import numpy as np +import pytest +from numpy.random import randn + +import pandas.core.window as rwindow +import pandas.util.testing as tm +from pandas import DataFrame, Series, bdate_range +from pandas.errors import UnsupportedFunctionCall + +N, K = 100, 10 + + +def assert_equal(left, right): + if isinstance(left, Series): + tm.assert_series_equal(left, right) + else: + tm.assert_frame_equal(left, right) + + +class Base(object): + + _nan_locs = np.arange(20, 40) + _inf_locs = np.array([]) + + def _create_data(self): + arr = randn(N) + arr[self._nan_locs] = np.NaN + + self.arr = arr + self.rng = bdate_range(datetime(2009, 1, 1), periods=N) + self.series = Series(arr.copy(), index=self.rng) + self.frame = DataFrame(randn(N, K), index=self.rng, + columns=np.arange(K)) + + +class TestEWM(Base): + + def setup_method(self, method): + self._create_data() + + def test_doc_string(self): + + df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) + df + df.ewm(com=0.5).mean() + + def test_constructor(self): + for o in [self.series, self.frame]: + c = o.ewm + + # valid + c(com=0.5) + c(span=1.5) + c(alpha=0.5) + c(halflife=0.75) + c(com=0.5, span=None) + c(alpha=0.5, com=None) + c(halflife=0.75, alpha=None) + + # not valid: mutually exclusive + with pytest.raises(ValueError): + c(com=0.5, alpha=0.5) + with pytest.raises(ValueError): + c(span=1.5, halflife=0.75) + with pytest.raises(ValueError): + c(alpha=0.5, span=1.5) + + # not valid: com < 0 + with pytest.raises(ValueError): + c(com=-0.5) + + # not valid: span < 1 + with pytest.raises(ValueError): + c(span=0.5) + + # not valid: halflife <= 0 + with pytest.raises(ValueError): + c(halflife=0) + + # not valid: alpha <= 0 or alpha > 1 + for alpha in (-0.5, 1.5): + with pytest.raises(ValueError): + c(alpha=alpha) + + def test_numpy_compat(self): + # see gh-12811 + e = rwindow.EWM(Series([2, 4, 6]), alpha=0.5) + + msg = "numpy operations are not valid with window objects" + + for func in ('std', 'mean', 'var'): + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(e, func), 1, 2, 3) + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(e, func), dtype=np.float64) From 9cb7a4f87fffef3917546d20a02ce27610a4dafb Mon Sep 17 00:00:00 2001 From: Gilberto Olimpio Date: Mon, 12 Feb 2018 17:55:12 -0200 Subject: [PATCH 08/19] Correcting file formatting. --- pandas/tests/windows/test_expanding.py | 166 +----- pandas/tests/windows/test_rolling.py | 685 +------------------------ pandas/tests/windows/test_window.py | 283 +--------- 3 files changed, 9 insertions(+), 1125 deletions(-) diff --git a/pandas/tests/windows/test_expanding.py b/pandas/tests/windows/test_expanding.py index b6989da4e1396..1fbb800092747 100644 --- a/pandas/tests/windows/test_expanding.py +++ b/pandas/tests/windows/test_expanding.py @@ -1,14 +1,14 @@ -import pytest +from datetime import datetime -from numpy.random import randn import numpy as np -from datetime import datetime +import pytest +from numpy.random import randn + import pandas as pd -from pandas import (Series, DataFrame, bdate_range, - notna) import pandas.core.window as rwindow -from pandas.errors import UnsupportedFunctionCall import pandas.util.testing as tm +from pandas import DataFrame, Series, bdate_range +from pandas.errors import UnsupportedFunctionCall N, K = 100, 10 @@ -109,157 +109,3 @@ def test_missing_minp_zero(self): result = x.expanding(min_periods=1).sum() expected = pd.Series([np.nan]) tm.assert_series_equal(result, expected) - - -# create the data only once as we are not setting it -def _create_consistency_data(): - def create_series(): - return [Series(), - Series([np.nan]), - Series([np.nan, np.nan]), - Series([3.]), - Series([np.nan, 3.]), - Series([3., np.nan]), - Series([1., 3.]), - Series([2., 2.]), - Series([3., 1.]), - Series([5., 5., 5., 5., np.nan, np.nan, np.nan, 5., 5., np.nan, - np.nan]), - Series([np.nan, 5., 5., 5., np.nan, np.nan, np.nan, 5., 5., - np.nan, np.nan]), - Series([np.nan, np.nan, 5., 5., np.nan, np.nan, np.nan, 5., 5., - np.nan, np.nan]), - Series([np.nan, 3., np.nan, 3., 4., 5., 6., np.nan, np.nan, 7., - 12., 13., 14., 15.]), - Series([np.nan, 5., np.nan, 2., 4., 0., 9., np.nan, np.nan, 3., - 12., 13., 14., 15.]), - Series([2., 3., np.nan, 3., 4., 5., 6., np.nan, np.nan, 7., - 12., 13., 14., 15.]), - Series([2., 5., np.nan, 2., 4., 0., 9., np.nan, np.nan, 3., - 12., 13., 14., 15.]), - Series(range(10)), - Series(range(20, 0, -2)), ] - - def create_dataframes(): - return ([DataFrame(), - DataFrame(columns=['a']), - DataFrame(columns=['a', 'a']), - DataFrame(columns=['a', 'b']), - DataFrame(np.arange(10).reshape((5, 2))), - DataFrame(np.arange(25).reshape((5, 5))), - DataFrame(np.arange(25).reshape((5, 5)), - columns=['a', 'b', 99, 'd', 'd'])] + - [DataFrame(s) for s in create_series()]) - - def is_constant(x): - values = x.values.ravel() - return len(set(values[notna(values)])) == 1 - - def no_nans(x): - return x.notna().all().all() - - # data is a tuple(object, is_contant, no_nans) - data = create_series() + create_dataframes() - - return [(x, is_constant(x), no_nans(x)) for x in data] - - -_consistency_data = _create_consistency_data() - - -class TestGrouperGrouping(object): - - def setup_method(self, method): - self.series = Series(np.arange(10)) - self.frame = DataFrame({'A': [1] * 20 + [2] * 12 + [3] * 8, - 'B': np.arange(40)}) - - def test_mutated(self): - - def f(): - self.frame.groupby('A', foo=1) - pytest.raises(TypeError, f) - - g = self.frame.groupby('A') - assert not g.mutated - g = self.frame.groupby('A', mutated=True) - assert g.mutated - - def test_getitem(self): - g = self.frame.groupby('A') - g_mutated = self.frame.groupby('A', mutated=True) - - expected = g_mutated.B.apply(lambda x: x.rolling(2).mean()) - - result = g.rolling(2).mean().B - tm.assert_series_equal(result, expected) - - result = g.rolling(2).B.mean() - tm.assert_series_equal(result, expected) - - result = g.B.rolling(2).mean() - tm.assert_series_equal(result, expected) - - result = self.frame.B.groupby(self.frame.A).rolling(2).mean() - tm.assert_series_equal(result, expected) - - def test_getitem_multiple(self): - - # GH 13174 - g = self.frame.groupby('A') - r = g.rolling(2) - g_mutated = self.frame.groupby('A', mutated=True) - expected = g_mutated.B.apply(lambda x: x.rolling(2).count()) - - result = r.B.count() - tm.assert_series_equal(result, expected) - - result = r.B.count() - tm.assert_series_equal(result, expected) - - def test_expanding(self): - g = self.frame.groupby('A') - r = g.expanding() - - for f in ['sum', 'mean', 'min', 'max', 'count', 'kurt', 'skew']: - - result = getattr(r, f)() - expected = g.apply(lambda x: getattr(x.expanding(), f)()) - tm.assert_frame_equal(result, expected) - - for f in ['std', 'var']: - result = getattr(r, f)(ddof=0) - expected = g.apply(lambda x: getattr(x.expanding(), f)(ddof=0)) - tm.assert_frame_equal(result, expected) - - result = r.quantile(0.5) - expected = g.apply(lambda x: x.expanding().quantile(0.5)) - tm.assert_frame_equal(result, expected) - - def test_expanding_corr_cov(self): - g = self.frame.groupby('A') - r = g.expanding() - - for f in ['corr', 'cov']: - result = getattr(r, f)(self.frame) - - def func(x): - return getattr(x.expanding(), f)(self.frame) - expected = g.apply(func) - tm.assert_frame_equal(result, expected) - - result = getattr(r.B, f)(pairwise=True) - - def func(x): - return getattr(x.B.expanding(), f)(pairwise=True) - expected = g.apply(func) - tm.assert_series_equal(result, expected) - - def test_expanding_apply(self): - g = self.frame.groupby('A') - r = g.expanding() - - # reduction - result = r.apply(lambda x: x.sum()) - expected = g.apply(lambda x: x.expanding().apply(lambda y: y.sum())) - tm.assert_frame_equal(result, expected) diff --git a/pandas/tests/windows/test_rolling.py b/pandas/tests/windows/test_rolling.py index d91c6b8e6454f..e7816684a9498 100644 --- a/pandas/tests/windows/test_rolling.py +++ b/pandas/tests/windows/test_rolling.py @@ -1,5 +1,4 @@ import pytest -import warnings from datetime import datetime, timedelta from numpy.random import randn @@ -7,13 +6,12 @@ import pandas as pd from pandas import (Series, DataFrame, bdate_range, - isna, notna, Timestamp, Index) + Timestamp, Index) import pandas.core.window as rwindow -import pandas.tseries.offsets as offsets from pandas.errors import UnsupportedFunctionCall import pandas.util.testing as tm import pandas.util._test_decorators as td -from pandas.compat import range, zip +from pandas.compat import range N, K = 100, 10 @@ -185,685 +183,6 @@ def test_multi_index_names(self): assert result.index.names == [None, '1', '2'] -class TestMoments(Base): - - def setup_method(self, method): - self._create_data() - - def test_centered_axis_validation(self): - - # ok - Series(np.ones(10)).rolling(window=3, center=True, axis=0).mean() - - # bad axis - with pytest.raises(ValueError): - Series(np.ones(10)).rolling(window=3, center=True, axis=1).mean() - - # ok ok - DataFrame(np.ones((10, 10))).rolling(window=3, center=True, - axis=0).mean() - DataFrame(np.ones((10, 10))).rolling(window=3, center=True, - axis=1).mean() - - # bad axis - with pytest.raises(ValueError): - (DataFrame(np.ones((10, 10))) - .rolling(window=3, center=True, axis=2).mean()) - - def test_rolling_sum(self): - self._check_moment_func(np.nansum, name='sum', - zero_min_periods_equal=False) - - def test_rolling_count(self): - counter = lambda x: np.isfinite(x).astype(float).sum() - self._check_moment_func(counter, name='count', has_min_periods=False, - fill_value=0) - - def test_rolling_mean(self): - self._check_moment_func(np.mean, name='mean') - - @td.skip_if_no_scipy - def test_cmov_mean(self): - # GH 8238 - vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, - 10.63, 14.48]) - result = Series(vals).rolling(5, center=True).mean() - expected = Series([np.nan, np.nan, 9.962, 11.27, 11.564, 12.516, - 12.818, 12.952, np.nan, np.nan]) - tm.assert_series_equal(expected, result) - - @td.skip_if_no_scipy - def test_cmov_window(self): - # GH 8238 - vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, - 10.63, 14.48]) - result = Series(vals).rolling(5, win_type='boxcar', center=True).mean() - expected = Series([np.nan, np.nan, 9.962, 11.27, 11.564, 12.516, - 12.818, 12.952, np.nan, np.nan]) - tm.assert_series_equal(expected, result) - - @td.skip_if_no_scipy - def test_cmov_window_corner(self): - # GH 8238 - # all nan - vals = pd.Series([np.nan] * 10) - result = vals.rolling(5, center=True, win_type='boxcar').mean() - assert np.isnan(result).all() - - # empty - vals = pd.Series([]) - result = vals.rolling(5, center=True, win_type='boxcar').mean() - assert len(result) == 0 - - # shorter than window - vals = pd.Series(np.random.randn(5)) - result = vals.rolling(10, win_type='boxcar').mean() - assert np.isnan(result).all() - assert len(result) == 5 - - @td.skip_if_no_scipy - def test_cmov_window_frame(self): - # Gh 8238 - vals = np.array([[12.18, 3.64], [10.18, 9.16], [13.24, 14.61], - [4.51, 8.11], [6.15, 11.44], [9.14, 6.21], - [11.31, 10.67], [2.94, 6.51], [9.42, 8.39], [12.44, - 7.34]]) - - xp = np.array([[np.nan, np.nan], [np.nan, np.nan], [9.252, 9.392], - [8.644, 9.906], [8.87, 10.208], [6.81, 8.588], - [7.792, 8.644], [9.05, 7.824], [np.nan, np.nan - ], [np.nan, np.nan]]) - - # DataFrame - rs = DataFrame(vals).rolling(5, win_type='boxcar', center=True).mean() - tm.assert_frame_equal(DataFrame(xp), rs) - - # invalid method - with pytest.raises(AttributeError): - (DataFrame(vals).rolling(5, win_type='boxcar', center=True) - .std()) - - # sum - xp = np.array([[np.nan, np.nan], [np.nan, np.nan], [46.26, 46.96], - [43.22, 49.53], [44.35, 51.04], [34.05, 42.94], - [38.96, 43.22], [45.25, 39.12], [np.nan, np.nan - ], [np.nan, np.nan]]) - - rs = DataFrame(vals).rolling(5, win_type='boxcar', center=True).sum() - tm.assert_frame_equal(DataFrame(xp), rs) - - @td.skip_if_no_scipy - def test_cmov_window_na_min_periods(self): - # min_periods - vals = Series(np.random.randn(10)) - vals[4] = np.nan - vals[8] = np.nan - - xp = vals.rolling(5, min_periods=4, center=True).mean() - rs = vals.rolling(5, win_type='boxcar', min_periods=4, - center=True).mean() - tm.assert_series_equal(xp, rs) - - @td.skip_if_no_scipy - def test_cmov_window_regular(self): - # GH 8238 - win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', - 'blackmanharris', 'nuttall', 'barthann'] - - vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, - 10.63, 14.48]) - xps = { - 'hamming': [np.nan, np.nan, 8.71384, 9.56348, 12.38009, 14.03687, - 13.8567, 11.81473, np.nan, np.nan], - 'triang': [np.nan, np.nan, 9.28667, 10.34667, 12.00556, 13.33889, - 13.38, 12.33667, np.nan, np.nan], - 'barthann': [np.nan, np.nan, 8.4425, 9.1925, 12.5575, 14.3675, - 14.0825, 11.5675, np.nan, np.nan], - 'bohman': [np.nan, np.nan, 7.61599, 9.1764, 12.83559, 14.17267, - 14.65923, 11.10401, np.nan, np.nan], - 'blackmanharris': [np.nan, np.nan, 6.97691, 9.16438, 13.05052, - 14.02156, 15.10512, 10.74574, np.nan, np.nan], - 'nuttall': [np.nan, np.nan, 7.04618, 9.16786, 13.02671, 14.03559, - 15.05657, 10.78514, np.nan, np.nan], - 'blackman': [np.nan, np.nan, 7.73345, 9.17869, 12.79607, 14.20036, - 14.57726, 11.16988, np.nan, np.nan], - 'bartlett': [np.nan, np.nan, 8.4425, 9.1925, 12.5575, 14.3675, - 14.0825, 11.5675, np.nan, np.nan] - } - - for wt in win_types: - xp = Series(xps[wt]) - rs = Series(vals).rolling(5, win_type=wt, center=True).mean() - tm.assert_series_equal(xp, rs) - - @td.skip_if_no_scipy - def test_cmov_window_regular_linear_range(self): - # GH 8238 - win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', - 'blackmanharris', 'nuttall', 'barthann'] - - vals = np.array(range(10), dtype=np.float) - xp = vals.copy() - xp[:2] = np.nan - xp[-2:] = np.nan - xp = Series(xp) - - for wt in win_types: - rs = Series(vals).rolling(5, win_type=wt, center=True).mean() - tm.assert_series_equal(xp, rs) - - @td.skip_if_no_scipy - def test_cmov_window_regular_missing_data(self): - # GH 8238 - win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', - 'blackmanharris', 'nuttall', 'barthann'] - - vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, np.nan, - 10.63, 14.48]) - xps = { - 'bartlett': [np.nan, np.nan, 9.70333, 10.5225, 8.4425, 9.1925, - 12.5575, 14.3675, 15.61667, 13.655], - 'blackman': [np.nan, np.nan, 9.04582, 11.41536, 7.73345, 9.17869, - 12.79607, 14.20036, 15.8706, 13.655], - 'barthann': [np.nan, np.nan, 9.70333, 10.5225, 8.4425, 9.1925, - 12.5575, 14.3675, 15.61667, 13.655], - 'bohman': [np.nan, np.nan, 8.9444, 11.56327, 7.61599, 9.1764, - 12.83559, 14.17267, 15.90976, 13.655], - 'hamming': [np.nan, np.nan, 9.59321, 10.29694, 8.71384, 9.56348, - 12.38009, 14.20565, 15.24694, 13.69758], - 'nuttall': [np.nan, np.nan, 8.47693, 12.2821, 7.04618, 9.16786, - 13.02671, 14.03673, 16.08759, 13.65553], - 'triang': [np.nan, np.nan, 9.33167, 9.76125, 9.28667, 10.34667, - 12.00556, 13.82125, 14.49429, 13.765], - 'blackmanharris': [np.nan, np.nan, 8.42526, 12.36824, 6.97691, - 9.16438, 13.05052, 14.02175, 16.1098, 13.65509] - } - - for wt in win_types: - xp = Series(xps[wt]) - rs = Series(vals).rolling(5, win_type=wt, min_periods=3).mean() - tm.assert_series_equal(xp, rs) - - @td.skip_if_no_scipy - def test_cmov_window_special(self): - # GH 8238 - win_types = ['kaiser', 'gaussian', 'general_gaussian', 'slepian'] - kwds = [{'beta': 1.}, {'std': 1.}, {'power': 2., - 'width': 2.}, {'width': 0.5}] - - vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, - 10.63, 14.48]) - - xps = { - 'gaussian': [np.nan, np.nan, 8.97297, 9.76077, 12.24763, 13.89053, - 13.65671, 12.01002, np.nan, np.nan], - 'general_gaussian': [np.nan, np.nan, 9.85011, 10.71589, 11.73161, - 13.08516, 12.95111, 12.74577, np.nan, np.nan], - 'slepian': [np.nan, np.nan, 9.81073, 10.89359, 11.70284, 12.88331, - 12.96079, 12.77008, np.nan, np.nan], - 'kaiser': [np.nan, np.nan, 9.86851, 11.02969, 11.65161, 12.75129, - 12.90702, 12.83757, np.nan, np.nan] - } - - for wt, k in zip(win_types, kwds): - xp = Series(xps[wt]) - rs = Series(vals).rolling(5, win_type=wt, center=True).mean(**k) - tm.assert_series_equal(xp, rs) - - @td.skip_if_no_scipy - def test_cmov_window_special_linear_range(self): - # GH 8238 - win_types = ['kaiser', 'gaussian', 'general_gaussian', 'slepian'] - kwds = [{'beta': 1.}, {'std': 1.}, {'power': 2., - 'width': 2.}, {'width': 0.5}] - - vals = np.array(range(10), dtype=np.float) - xp = vals.copy() - xp[:2] = np.nan - xp[-2:] = np.nan - xp = Series(xp) - - for wt, k in zip(win_types, kwds): - rs = Series(vals).rolling(5, win_type=wt, center=True).mean(**k) - tm.assert_series_equal(xp, rs) - - def test_rolling_median(self): - self._check_moment_func(np.median, name='median') - - def test_rolling_min(self): - self._check_moment_func(np.min, name='min') - - a = pd.Series([1, 2, 3, 4, 5]) - result = a.rolling(window=100, min_periods=1).min() - expected = pd.Series(np.ones(len(a))) - tm.assert_series_equal(result, expected) - - with pytest.raises(ValueError): - pd.Series([1, 2, 3]).rolling(window=3, min_periods=5).min() - - def test_rolling_max(self): - self._check_moment_func(np.max, name='max') - - a = pd.Series([1, 2, 3, 4, 5], dtype=np.float64) - b = a.rolling(window=100, min_periods=1).max() - tm.assert_almost_equal(a, b) - - with pytest.raises(ValueError): - pd.Series([1, 2, 3]).rolling(window=3, min_periods=5).max() - - @pytest.mark.parametrize('q', [0.0, .1, .5, .9, 1.0]) - def test_rolling_quantile(self, q): - - def scoreatpercentile(a, per): - values = np.sort(a, axis=0) - - idx = int(per / 1. * (values.shape[0] - 1)) - - if idx == values.shape[0] - 1: - retval = values[-1] - - else: - qlow = float(idx) / float(values.shape[0] - 1) - qhig = float(idx + 1) / float(values.shape[0] - 1) - vlow = values[idx] - vhig = values[idx + 1] - retval = vlow + (vhig - vlow) * (per - qlow) / (qhig - qlow) - - return retval - - def quantile_func(x): - return scoreatpercentile(x, q) - - self._check_moment_func(quantile_func, name='quantile', - quantile=q) - - def test_rolling_quantile_np_percentile(self): - # #9413: Tests that rolling window's quantile default behavior - # is analogus to Numpy's percentile - row = 10 - col = 5 - idx = pd.date_range('20100101', periods=row, freq='B') - df = DataFrame(np.random.rand(row * col).reshape((row, -1)), index=idx) - - df_quantile = df.quantile([0.25, 0.5, 0.75], axis=0) - np_percentile = np.percentile(df, [25, 50, 75], axis=0) - - tm.assert_almost_equal(df_quantile.values, np.array(np_percentile)) - - def test_rolling_quantile_series(self): - # #16211: Tests that rolling window's quantile default behavior - # is analogus to Series' quantile - arr = np.arange(100) - s = Series(arr) - q1 = s.quantile(0.1) - q2 = s.rolling(100).quantile(0.1).iloc[-1] - - tm.assert_almost_equal(q1, q2) - - def test_rolling_quantile_param(self): - ser = Series([0.0, .1, .5, .9, 1.0]) - - with pytest.raises(ValueError): - ser.rolling(3).quantile(-0.1) - - with pytest.raises(ValueError): - ser.rolling(3).quantile(10.0) - - with pytest.raises(TypeError): - ser.rolling(3).quantile('foo') - - def test_rolling_apply(self): - # suppress warnings about empty slices, as we are deliberately testing - # with a 0-length Series - with warnings.catch_warnings(): - warnings.filterwarnings("ignore", - message=".*(empty slice|0 for slice).*", - category=RuntimeWarning) - - ser = Series([]) - tm.assert_series_equal(ser, - ser.rolling(10).apply(lambda x: x.mean())) - - def f(x): - return x[np.isfinite(x)].mean() - - self._check_moment_func(np.mean, name='apply', func=f) - - # GH 8080 - s = Series([None, None, None]) - result = s.rolling(2, min_periods=0).apply(lambda x: len(x)) - expected = Series([1., 2., 2.]) - tm.assert_series_equal(result, expected) - - result = s.rolling(2, min_periods=0).apply(len) - tm.assert_series_equal(result, expected) - - def test_rolling_apply_out_of_bounds(self): - # #1850 - vals = pd.Series([1, 2, 3, 4]) - - result = vals.rolling(10).apply(np.sum) - assert result.isna().all() - - result = vals.rolling(10, min_periods=1).apply(np.sum) - expected = pd.Series([1, 3, 6, 10], dtype=float) - tm.assert_almost_equal(result, expected) - - def test_rolling_std(self): - self._check_moment_func(lambda x: np.std(x, ddof=1), - name='std') - self._check_moment_func(lambda x: np.std(x, ddof=0), - name='std', ddof=0) - - def test_rolling_std_1obs(self): - vals = pd.Series([1., 2., 3., 4., 5.]) - - result = vals.rolling(1, min_periods=1).std() - expected = pd.Series([np.nan] * 5) - tm.assert_series_equal(result, expected) - - result = vals.rolling(1, min_periods=1).std(ddof=0) - expected = pd.Series([0.] * 5) - tm.assert_series_equal(result, expected) - - result = (pd.Series([np.nan, np.nan, 3, 4, 5]) - .rolling(3, min_periods=2).std()) - assert np.isnan(result[2]) - - def test_rolling_std_neg_sqrt(self): - # unit test from Bottleneck - - # Test move_nanstd for neg sqrt. - - a = pd.Series([0.0011448196318903589, 0.00028718669878572767, - 0.00028718669878572767, 0.00028718669878572767, - 0.00028718669878572767]) - b = a.rolling(window=3).std() - assert np.isfinite(b[2:]).all() - - b = a.ewm(span=3).std() - assert np.isfinite(b[2:]).all() - - def test_rolling_var(self): - self._check_moment_func(lambda x: np.var(x, ddof=1), - name='var') - self._check_moment_func(lambda x: np.var(x, ddof=0), - name='var', ddof=0) - - @td.skip_if_no_scipy - def test_rolling_skew(self): - from scipy.stats import skew - self._check_moment_func(lambda x: skew(x, bias=False), name='skew') - - @td.skip_if_no_scipy - def test_rolling_kurt(self): - from scipy.stats import kurtosis - self._check_moment_func(lambda x: kurtosis(x, bias=False), - name='kurt') - - def _check_moment_func(self, static_comp, name, has_min_periods=True, - has_center=True, has_time_rule=True, - fill_value=None, zero_min_periods_equal=True, - **kwargs): - - def get_result(obj, window, min_periods=None, center=False): - r = obj.rolling(window=window, min_periods=min_periods, - center=center) - return getattr(r, name)(**kwargs) - - series_result = get_result(self.series, window=50) - assert isinstance(series_result, Series) - tm.assert_almost_equal(series_result.iloc[-1], - static_comp(self.series[-50:])) - - frame_result = get_result(self.frame, window=50) - assert isinstance(frame_result, DataFrame) - tm.assert_series_equal(frame_result.iloc[-1, :], - self.frame.iloc[-50:, :].apply(static_comp, - axis=0), - check_names=False) - - # check time_rule works - if has_time_rule: - win = 25 - minp = 10 - series = self.series[::2].resample('B').mean() - frame = self.frame[::2].resample('B').mean() - - if has_min_periods: - series_result = get_result(series, window=win, - min_periods=minp) - frame_result = get_result(frame, window=win, - min_periods=minp) - else: - series_result = get_result(series, window=win) - frame_result = get_result(frame, window=win) - - last_date = series_result.index[-1] - prev_date = last_date - 24 * offsets.BDay() - - trunc_series = self.series[::2].truncate(prev_date, last_date) - trunc_frame = self.frame[::2].truncate(prev_date, last_date) - - tm.assert_almost_equal(series_result[-1], - static_comp(trunc_series)) - - tm.assert_series_equal(frame_result.xs(last_date), - trunc_frame.apply(static_comp), - check_names=False) - - # excluding NaNs correctly - obj = Series(randn(50)) - obj[:10] = np.NaN - obj[-10:] = np.NaN - if has_min_periods: - result = get_result(obj, 50, min_periods=30) - tm.assert_almost_equal(result.iloc[-1], static_comp(obj[10:-10])) - - # min_periods is working correctly - result = get_result(obj, 20, min_periods=15) - assert isna(result.iloc[23]) - assert not isna(result.iloc[24]) - - assert not isna(result.iloc[-6]) - assert isna(result.iloc[-5]) - - obj2 = Series(randn(20)) - result = get_result(obj2, 10, min_periods=5) - assert isna(result.iloc[3]) - assert notna(result.iloc[4]) - - if zero_min_periods_equal: - # min_periods=0 may be equivalent to min_periods=1 - result0 = get_result(obj, 20, min_periods=0) - result1 = get_result(obj, 20, min_periods=1) - tm.assert_almost_equal(result0, result1) - else: - result = get_result(obj, 50) - tm.assert_almost_equal(result.iloc[-1], static_comp(obj[10:-10])) - - # window larger than series length (#7297) - if has_min_periods: - for minp in (0, len(self.series) - 1, len(self.series)): - result = get_result(self.series, len(self.series) + 1, - min_periods=minp) - expected = get_result(self.series, len(self.series), - min_periods=minp) - nan_mask = isna(result) - tm.assert_series_equal(nan_mask, isna(expected)) - - nan_mask = ~nan_mask - tm.assert_almost_equal(result[nan_mask], - expected[nan_mask]) - else: - result = get_result(self.series, len(self.series) + 1) - expected = get_result(self.series, len(self.series)) - nan_mask = isna(result) - tm.assert_series_equal(nan_mask, isna(expected)) - - nan_mask = ~nan_mask - tm.assert_almost_equal(result[nan_mask], expected[nan_mask]) - - # check center=True - if has_center: - if has_min_periods: - result = get_result(obj, 20, min_periods=15, center=True) - expected = get_result( - pd.concat([obj, Series([np.NaN] * 9)]), 20, - min_periods=15)[9:].reset_index(drop=True) - else: - result = get_result(obj, 20, center=True) - expected = get_result( - pd.concat([obj, Series([np.NaN] * 9)]), - 20)[9:].reset_index(drop=True) - - tm.assert_series_equal(result, expected) - - # shifter index - s = ['x%d' % x for x in range(12)] - - if has_min_periods: - minp = 10 - - series_xp = get_result( - self.series.reindex(list(self.series.index) + s), - window=25, - min_periods=minp).shift(-12).reindex(self.series.index) - frame_xp = get_result( - self.frame.reindex(list(self.frame.index) + s), - window=25, - min_periods=minp).shift(-12).reindex(self.frame.index) - - series_rs = get_result(self.series, window=25, - min_periods=minp, center=True) - frame_rs = get_result(self.frame, window=25, min_periods=minp, - center=True) - - else: - series_xp = get_result( - self.series.reindex(list(self.series.index) + s), - window=25).shift(-12).reindex(self.series.index) - frame_xp = get_result( - self.frame.reindex(list(self.frame.index) + s), - window=25).shift(-12).reindex(self.frame.index) - - series_rs = get_result(self.series, window=25, center=True) - frame_rs = get_result(self.frame, window=25, center=True) - - if fill_value is not None: - series_xp = series_xp.fillna(fill_value) - frame_xp = frame_xp.fillna(fill_value) - tm.assert_series_equal(series_xp, series_rs) - tm.assert_frame_equal(frame_xp, frame_rs) - - -def _rolling_consistency_cases(): - for window in [1, 2, 3, 10, 20]: - for min_periods in set([0, 1, 2, 3, 4, window]): - if min_periods and (min_periods > window): - continue - for center in [False, True]: - yield window, min_periods, center - - -class TestGrouperGrouping(object): - - def setup_method(self, method): - self.series = Series(np.arange(10)) - self.frame = DataFrame({'A': [1] * 20 + [2] * 12 + [3] * 8, - 'B': np.arange(40)}) - - def test_mutated(self): - - def f(): - self.frame.groupby('A', foo=1) - pytest.raises(TypeError, f) - - g = self.frame.groupby('A') - assert not g.mutated - g = self.frame.groupby('A', mutated=True) - assert g.mutated - - def test_getitem(self): - g = self.frame.groupby('A') - g_mutated = self.frame.groupby('A', mutated=True) - - expected = g_mutated.B.apply(lambda x: x.rolling(2).mean()) - - result = g.rolling(2).mean().B - tm.assert_series_equal(result, expected) - - result = g.rolling(2).B.mean() - tm.assert_series_equal(result, expected) - - result = g.B.rolling(2).mean() - tm.assert_series_equal(result, expected) - - result = self.frame.B.groupby(self.frame.A).rolling(2).mean() - tm.assert_series_equal(result, expected) - - def test_getitem_multiple(self): - - # GH 13174 - g = self.frame.groupby('A') - r = g.rolling(2) - g_mutated = self.frame.groupby('A', mutated=True) - expected = g_mutated.B.apply(lambda x: x.rolling(2).count()) - - result = r.B.count() - tm.assert_series_equal(result, expected) - - result = r.B.count() - tm.assert_series_equal(result, expected) - - def test_rolling(self): - g = self.frame.groupby('A') - r = g.rolling(window=4) - - for f in ['sum', 'mean', 'min', 'max', 'count', 'kurt', 'skew']: - - result = getattr(r, f)() - expected = g.apply(lambda x: getattr(x.rolling(4), f)()) - tm.assert_frame_equal(result, expected) - - for f in ['std', 'var']: - result = getattr(r, f)(ddof=1) - expected = g.apply(lambda x: getattr(x.rolling(4), f)(ddof=1)) - tm.assert_frame_equal(result, expected) - - result = r.quantile(0.5) - expected = g.apply(lambda x: x.rolling(4).quantile(0.5)) - tm.assert_frame_equal(result, expected) - - def test_rolling_corr_cov(self): - g = self.frame.groupby('A') - r = g.rolling(window=4) - - for f in ['corr', 'cov']: - result = getattr(r, f)(self.frame) - - def func(x): - return getattr(x.rolling(4), f)(self.frame) - expected = g.apply(func) - tm.assert_frame_equal(result, expected) - - result = getattr(r.B, f)(pairwise=True) - - def func(x): - return getattr(x.B.rolling(4), f)(pairwise=True) - expected = g.apply(func) - tm.assert_series_equal(result, expected) - - def test_rolling_apply(self): - g = self.frame.groupby('A') - r = g.rolling(window=4) - - # reduction - result = r.apply(lambda x: x.sum()) - expected = g.apply(lambda x: x.rolling(4).apply(lambda y: y.sum())) - tm.assert_frame_equal(result, expected) - - class TestRollingTS(object): # rolling time-series friendly diff --git a/pandas/tests/windows/test_window.py b/pandas/tests/windows/test_window.py index dabdb1e8e689c..7b3796503369d 100644 --- a/pandas/tests/windows/test_window.py +++ b/pandas/tests/windows/test_window.py @@ -3,7 +3,7 @@ import warnings from warnings import catch_warnings -from datetime import datetime, timedelta +from datetime import datetime from numpy.random import randn import numpy as np @@ -328,287 +328,6 @@ def test_numpy_compat(self): getattr(w, func), dtype=np.float64) -class TestRolling(Base): - - def setup_method(self, method): - self._create_data() - - def test_doc_string(self): - - df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) - df - df.rolling(2).sum() - df.rolling(2, min_periods=1).sum() - - def test_constructor(self): - # GH 12669 - - for o in [self.series, self.frame]: - c = o.rolling - - # valid - c(window=2) - c(window=2, min_periods=1) - c(window=2, min_periods=1, center=True) - c(window=2, min_periods=1, center=False) - - # GH 13383 - c(0) - with pytest.raises(ValueError): - c(-1) - - # not valid - for w in [2., 'foo', np.array([2])]: - with pytest.raises(ValueError): - c(window=w) - with pytest.raises(ValueError): - c(window=2, min_periods=w) - with pytest.raises(ValueError): - c(window=2, min_periods=1, center=w) - - @td.skip_if_no_scipy - def test_constructor_with_win_type(self): - # GH 13383 - for o in [self.series, self.frame]: - c = o.rolling - c(0, win_type='boxcar') - with pytest.raises(ValueError): - c(-1, win_type='boxcar') - - def test_constructor_with_timedelta_window(self): - # GH 15440 - n = 10 - df = DataFrame({'value': np.arange(n)}, - index=pd.date_range('2015-12-24', periods=n, freq="D")) - expected_data = np.append([0., 1.], np.arange(3., 27., 3)) - for window in [timedelta(days=3), pd.Timedelta(days=3)]: - result = df.rolling(window=window).sum() - expected = DataFrame({'value': expected_data}, - index=pd.date_range('2015-12-24', periods=n, - freq="D")) - tm.assert_frame_equal(result, expected) - expected = df.rolling('3D').sum() - tm.assert_frame_equal(result, expected) - - @pytest.mark.parametrize( - 'window', [timedelta(days=3), pd.Timedelta(days=3), '3D']) - def test_constructor_with_timedelta_window_and_minperiods(self, window): - # GH 15305 - n = 10 - df = DataFrame({'value': np.arange(n)}, - index=pd.date_range('2017-08-08', periods=n, freq="D")) - expected = DataFrame( - {'value': np.append([np.NaN, 1.], np.arange(3., 27., 3))}, - index=pd.date_range('2017-08-08', periods=n, freq="D")) - result_roll_sum = df.rolling(window=window, min_periods=2).sum() - result_roll_generic = df.rolling(window=window, - min_periods=2).apply(sum) - tm.assert_frame_equal(result_roll_sum, expected) - tm.assert_frame_equal(result_roll_generic, expected) - - def test_numpy_compat(self): - # see gh-12811 - r = rwindow.Rolling(Series([2, 4, 6]), window=2) - - msg = "numpy operations are not valid with window objects" - - for func in ('std', 'mean', 'sum', 'max', 'min', 'var'): - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(r, func), 1, 2, 3) - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(r, func), dtype=np.float64) - - def test_closed(self): - df = DataFrame({'A': [0, 1, 2, 3, 4]}) - # closed only allowed for datetimelike - with pytest.raises(ValueError): - df.rolling(window=3, closed='neither') - - @pytest.mark.parametrize('roller', ['1s', 1]) - def tests_empty_df_rolling(self, roller): - # GH 15819 Verifies that datetime and integer rolling windows can be - # applied to empty DataFrames - expected = DataFrame() - result = DataFrame().rolling(roller).sum() - tm.assert_frame_equal(result, expected) - - # Verifies that datetime and integer rolling windows can be applied to - # empty DataFrames with datetime index - expected = DataFrame(index=pd.DatetimeIndex([])) - result = DataFrame(index=pd.DatetimeIndex([])).rolling(roller).sum() - tm.assert_frame_equal(result, expected) - - def test_missing_minp_zero(self): - # https://github.com/pandas-dev/pandas/pull/18921 - # minp=0 - x = pd.Series([np.nan]) - result = x.rolling(1, min_periods=0).sum() - expected = pd.Series([0.0]) - tm.assert_series_equal(result, expected) - - # minp=1 - result = x.rolling(1, min_periods=1).sum() - expected = pd.Series([np.nan]) - tm.assert_series_equal(result, expected) - - def test_missing_minp_zero_variable(self): - # https://github.com/pandas-dev/pandas/pull/18921 - x = pd.Series([np.nan] * 4, - index=pd.DatetimeIndex(['2017-01-01', '2017-01-04', - '2017-01-06', '2017-01-07'])) - result = x.rolling(pd.Timedelta("2d"), min_periods=0).sum() - expected = pd.Series(0.0, index=x.index) - tm.assert_series_equal(result, expected) - - def test_multi_index_names(self): - - # GH 16789, 16825 - cols = pd.MultiIndex.from_product([['A', 'B'], ['C', 'D', 'E']], - names=['1', '2']) - df = DataFrame(np.ones((10, 6)), columns=cols) - result = df.rolling(3).cov() - - tm.assert_index_equal(result.columns, df.columns) - assert result.index.names == [None, '1', '2'] - - -class TestExpanding(Base): - - def setup_method(self, method): - self._create_data() - - def test_doc_string(self): - - df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) - df - df.expanding(2).sum() - - def test_constructor(self): - # GH 12669 - - for o in [self.series, self.frame]: - c = o.expanding - - # valid - c(min_periods=1) - c(min_periods=1, center=True) - c(min_periods=1, center=False) - - # not valid - for w in [2., 'foo', np.array([2])]: - with pytest.raises(ValueError): - c(min_periods=w) - with pytest.raises(ValueError): - c(min_periods=1, center=w) - - def test_numpy_compat(self): - # see gh-12811 - e = rwindow.Expanding(Series([2, 4, 6]), window=2) - - msg = "numpy operations are not valid with window objects" - - for func in ('std', 'mean', 'sum', 'max', 'min', 'var'): - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(e, func), 1, 2, 3) - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(e, func), dtype=np.float64) - - @pytest.mark.parametrize( - 'expander', - [1, pytest.param('ls', marks=pytest.mark.xfail( - reason='GH 16425 expanding with ' - 'offset not supported'))]) - def test_empty_df_expanding(self, expander): - # GH 15819 Verifies that datetime and integer expanding windows can be - # applied to empty DataFrames - - expected = DataFrame() - result = DataFrame().expanding(expander).sum() - tm.assert_frame_equal(result, expected) - - # Verifies that datetime and integer expanding windows can be applied - # to empty DataFrames with datetime index - expected = DataFrame(index=pd.DatetimeIndex([])) - result = DataFrame( - index=pd.DatetimeIndex([])).expanding(expander).sum() - tm.assert_frame_equal(result, expected) - - def test_missing_minp_zero(self): - # https://github.com/pandas-dev/pandas/pull/18921 - # minp=0 - x = pd.Series([np.nan]) - result = x.expanding(min_periods=0).sum() - expected = pd.Series([0.0]) - tm.assert_series_equal(result, expected) - - # minp=1 - result = x.expanding(min_periods=1).sum() - expected = pd.Series([np.nan]) - tm.assert_series_equal(result, expected) - - -class TestEWM(Base): - - def setup_method(self, method): - self._create_data() - - def test_doc_string(self): - - df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) - df - df.ewm(com=0.5).mean() - - def test_constructor(self): - for o in [self.series, self.frame]: - c = o.ewm - - # valid - c(com=0.5) - c(span=1.5) - c(alpha=0.5) - c(halflife=0.75) - c(com=0.5, span=None) - c(alpha=0.5, com=None) - c(halflife=0.75, alpha=None) - - # not valid: mutually exclusive - with pytest.raises(ValueError): - c(com=0.5, alpha=0.5) - with pytest.raises(ValueError): - c(span=1.5, halflife=0.75) - with pytest.raises(ValueError): - c(alpha=0.5, span=1.5) - - # not valid: com < 0 - with pytest.raises(ValueError): - c(com=-0.5) - - # not valid: span < 1 - with pytest.raises(ValueError): - c(span=0.5) - - # not valid: halflife <= 0 - with pytest.raises(ValueError): - c(halflife=0) - - # not valid: alpha <= 0 or alpha > 1 - for alpha in (-0.5, 1.5): - with pytest.raises(ValueError): - c(alpha=alpha) - - def test_numpy_compat(self): - # see gh-12811 - e = rwindow.EWM(Series([2, 4, 6]), alpha=0.5) - - msg = "numpy operations are not valid with window objects" - - for func in ('std', 'mean', 'var'): - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(e, func), 1, 2, 3) - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(e, func), dtype=np.float64) - - # gh-12373 : rolling functions error on float32 data # make sure rolling functions works for different dtypes # From 8414a1fe7a98304a623bac39ca29d87c14642ce9 Mon Sep 17 00:00:00 2001 From: Gilberto Olimpio Date: Mon, 12 Feb 2018 20:10:32 -0200 Subject: [PATCH 09/19] Ambiguity correction in documentation on pandas.DataFrame.to_parquet --- pandas/core/frame.py | 9 +++++---- pandas/io/parquet.py | 14 ++++++++------ 2 files changed, 13 insertions(+), 10 deletions(-) diff --git a/pandas/core/frame.py b/pandas/core/frame.py index 23579d84a3964..61dd53f095562 100644 --- a/pandas/core/frame.py +++ b/pandas/core/frame.py @@ -1678,9 +1678,10 @@ def to_parquet(self, fname, engine='auto', compression='snappy', fname : str string file path engine : {'auto', 'pyarrow', 'fastparquet'}, default 'auto' - Parquet reader library to use. If 'auto', then the option - 'io.parquet.engine' is used. If 'auto', then the first - library to be installed is used. + Parquet library to use. If 'auto', the value from + ``io.parquet.engine`` is used. The default ``io.parquet.engine`` + behavior is to try 'pyarrow', falling back to 'fastparquet' if + 'pyarrow' is unavailable. compression : {'snappy', 'gzip', 'brotli', None}, default 'snappy' Name of the compression to use. Use ``None`` for no compression. kwargs @@ -2614,7 +2615,7 @@ def _ensure_valid_index(self, value): if not len(self.index) and is_list_like(value): try: value = Series(value) - except: + except ValueError: raise ValueError('Cannot set a frame with no defined index ' 'and a value that cannot be converted to a ' 'Series') diff --git a/pandas/io/parquet.py b/pandas/io/parquet.py index 6e1b6e14861c3..c4f0d917cd756 100644 --- a/pandas/io/parquet.py +++ b/pandas/io/parquet.py @@ -236,9 +236,10 @@ def to_parquet(df, path, engine='auto', compression='snappy', **kwargs): path : string File path engine : {'auto', 'pyarrow', 'fastparquet'}, default 'auto' - Parquet reader library to use. If 'auto', then the option - 'io.parquet.engine' is used. If 'auto', then the first - library to be installed is used. + Parquet library to use. If 'auto', the value from + ``io.parquet.engine`` is used. The default ``io.parquet.engine`` + behavior is to try 'pyarrow', falling back to 'fastparquet' if + 'pyarrow' is unavailable. compression : {'snappy', 'gzip', 'brotli', None}, default 'snappy' Name of the compression to use. Use ``None`` for no compression. kwargs @@ -263,9 +264,10 @@ def read_parquet(path, engine='auto', columns=None, **kwargs): .. versionadded 0.21.1 engine : {'auto', 'pyarrow', 'fastparquet'}, default 'auto' - Parquet reader library to use. If 'auto', then the option - 'io.parquet.engine' is used. If 'auto', then the first - library to be installed is used. + Parquet library to use. If 'auto', the value from + ``io.parquet.engine`` is used. The default ``io.parquet.engine`` + behavior is to try 'pyarrow', falling back to 'fastparquet' if + 'pyarrow' is unavailable. kwargs are passed to the engine Returns From 2962a8ff81db5eb2c0af285e032dda51bfaba53b Mon Sep 17 00:00:00 2001 From: Gilberto Olimpio Date: Mon, 12 Feb 2018 00:02:57 -0200 Subject: [PATCH 10/19] =?UTF-8?q?documenta=C3=A7=C3=A3o?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- doc/andrews_curve_winter.png | Bin 0 -> 89733 bytes doc/andrews_curves.png | Bin 0 -> 100813 bytes doc/area_plot_stacked.png | Bin 0 -> 39014 bytes doc/area_plot_unstacked.png | Bin 0 -> 59220 bytes doc/autocorrelation_plot.png | Bin 0 -> 39206 bytes doc/bar_plot_ex.png | Bin 0 -> 5240 bytes doc/bar_plot_multi_ex.png | Bin 0 -> 9784 bytes doc/bar_plot_stacked_ex.png | Bin 0 -> 8901 bytes doc/barh_plot_stacked_ex.png | Bin 0 -> 8782 bytes doc/basics_assign.png | Bin 0 -> 16041 bytes doc/bollinger.png | Bin 0 -> 41066 bytes 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0000000000000..dabdb1e8e689c --- /dev/null +++ b/pandas/tests/test_window.py @@ -0,0 +1,3755 @@ +from itertools import product +import pytest +import warnings +from warnings import catch_warnings + +from datetime import datetime, timedelta +from numpy.random import randn +import numpy as np + +import pandas as pd +from pandas import (Series, DataFrame, bdate_range, + isna, notna, concat, Timestamp, Index) +import pandas.core.window as rwindow +import pandas.tseries.offsets as offsets +from pandas.core.base import SpecificationError +from pandas.errors import UnsupportedFunctionCall +from pandas.core.sorting import safe_sort +import pandas.util.testing as tm +import pandas.util._test_decorators as td +from pandas.compat import range, zip + +N, K = 100, 10 + + +def assert_equal(left, right): + if isinstance(left, Series): + tm.assert_series_equal(left, right) + else: + tm.assert_frame_equal(left, right) + + +class Base(object): + + _nan_locs = np.arange(20, 40) + _inf_locs = np.array([]) + + def _create_data(self): + arr = randn(N) + arr[self._nan_locs] = np.NaN + + self.arr = arr + self.rng = bdate_range(datetime(2009, 1, 1), periods=N) + self.series = Series(arr.copy(), index=self.rng) + self.frame = DataFrame(randn(N, K), index=self.rng, + columns=np.arange(K)) + + +class TestApi(Base): + + def setup_method(self, method): + self._create_data() + + def test_getitem(self): + + r = self.frame.rolling(window=5) + tm.assert_index_equal(r._selected_obj.columns, self.frame.columns) + + r = self.frame.rolling(window=5)[1] + assert r._selected_obj.name == self.frame.columns[1] + + # technically this is allowed + r = self.frame.rolling(window=5)[1, 3] + tm.assert_index_equal(r._selected_obj.columns, + self.frame.columns[[1, 3]]) + + r = self.frame.rolling(window=5)[[1, 3]] + tm.assert_index_equal(r._selected_obj.columns, + self.frame.columns[[1, 3]]) + + def test_select_bad_cols(self): + df = DataFrame([[1, 2]], columns=['A', 'B']) + g = df.rolling(window=5) + pytest.raises(KeyError, g.__getitem__, ['C']) # g[['C']] + + pytest.raises(KeyError, g.__getitem__, ['A', 'C']) # g[['A', 'C']] + with tm.assert_raises_regex(KeyError, '^[^A]+$'): + # A should not be referenced as a bad column... + # will have to rethink regex if you change message! + g[['A', 'C']] + + def test_attribute_access(self): + + df = DataFrame([[1, 2]], columns=['A', 'B']) + r = df.rolling(window=5) + tm.assert_series_equal(r.A.sum(), r['A'].sum()) + pytest.raises(AttributeError, lambda: r.F) + + def tests_skip_nuisance(self): + + df = DataFrame({'A': range(5), 'B': range(5, 10), 'C': 'foo'}) + + r = df.rolling(window=3) + result = r[['A', 'B']].sum() + expected = DataFrame({'A': [np.nan, np.nan, 3, 6, 9], + 'B': [np.nan, np.nan, 18, 21, 24]}, + columns=list('AB')) + tm.assert_frame_equal(result, expected) + + expected = concat([r[['A', 'B']].sum(), df[['C']]], axis=1) + result = r.sum() + tm.assert_frame_equal(result, expected, check_like=True) + + def test_agg(self): + df = DataFrame({'A': range(5), 'B': range(0, 10, 2)}) + + r = df.rolling(window=3) + a_mean = r['A'].mean() + a_std = r['A'].std() + a_sum = r['A'].sum() + b_mean = r['B'].mean() + b_std = r['B'].std() + b_sum = r['B'].sum() + + result = r.aggregate([np.mean, np.std]) + expected = concat([a_mean, a_std, b_mean, b_std], axis=1) + expected.columns = pd.MultiIndex.from_product([['A', 'B'], ['mean', + 'std']]) + tm.assert_frame_equal(result, expected) + + result = r.aggregate({'A': np.mean, 'B': np.std}) + + expected = concat([a_mean, b_std], axis=1) + tm.assert_frame_equal(result, expected, check_like=True) + + result = r.aggregate({'A': ['mean', 'std']}) + expected = concat([a_mean, a_std], axis=1) + expected.columns = pd.MultiIndex.from_tuples([('A', 'mean'), ('A', + 'std')]) + tm.assert_frame_equal(result, expected) + + result = r['A'].aggregate(['mean', 'sum']) + expected = concat([a_mean, a_sum], axis=1) + expected.columns = ['mean', 'sum'] + tm.assert_frame_equal(result, expected) + + with catch_warnings(record=True): + result = r.aggregate({'A': {'mean': 'mean', 'sum': 'sum'}}) + expected = concat([a_mean, a_sum], axis=1) + expected.columns = pd.MultiIndex.from_tuples([('A', 'mean'), + ('A', 'sum')]) + tm.assert_frame_equal(result, expected, check_like=True) + + with catch_warnings(record=True): + result = r.aggregate({'A': {'mean': 'mean', + 'sum': 'sum'}, + 'B': {'mean2': 'mean', + 'sum2': 'sum'}}) + expected = concat([a_mean, a_sum, b_mean, b_sum], axis=1) + exp_cols = [('A', 'mean'), ('A', 'sum'), ('B', 'mean2'), ('B', 'sum2')] + expected.columns = pd.MultiIndex.from_tuples(exp_cols) + tm.assert_frame_equal(result, expected, check_like=True) + + result = r.aggregate({'A': ['mean', 'std'], 'B': ['mean', 'std']}) + expected = concat([a_mean, a_std, b_mean, b_std], axis=1) + + exp_cols = [('A', 'mean'), ('A', 'std'), ('B', 'mean'), ('B', 'std')] + expected.columns = pd.MultiIndex.from_tuples(exp_cols) + tm.assert_frame_equal(result, expected, check_like=True) + + # passed lambda + result = r.agg({'A': np.sum, 'B': lambda x: np.std(x, ddof=1)}) + rcustom = r['B'].apply(lambda x: np.std(x, ddof=1)) + expected = concat([a_sum, rcustom], axis=1) + tm.assert_frame_equal(result, expected, check_like=True) + + def test_agg_consistency(self): + + df = DataFrame({'A': range(5), 'B': range(0, 10, 2)}) + r = df.rolling(window=3) + + result = r.agg([np.sum, np.mean]).columns + expected = pd.MultiIndex.from_product([list('AB'), ['sum', 'mean']]) + tm.assert_index_equal(result, expected) + + result = r['A'].agg([np.sum, np.mean]).columns + expected = Index(['sum', 'mean']) + tm.assert_index_equal(result, expected) + + result = r.agg({'A': [np.sum, np.mean]}).columns + expected = pd.MultiIndex.from_tuples([('A', 'sum'), ('A', 'mean')]) + tm.assert_index_equal(result, expected) + + def test_agg_nested_dicts(self): + + # API change for disallowing these types of nested dicts + df = DataFrame({'A': range(5), 'B': range(0, 10, 2)}) + r = df.rolling(window=3) + + def f(): + r.aggregate({'r1': {'A': ['mean', 'sum']}, + 'r2': {'B': ['mean', 'sum']}}) + + pytest.raises(SpecificationError, f) + + expected = concat([r['A'].mean(), r['A'].std(), + r['B'].mean(), r['B'].std()], axis=1) + expected.columns = pd.MultiIndex.from_tuples([('ra', 'mean'), ( + 'ra', 'std'), ('rb', 'mean'), ('rb', 'std')]) + with catch_warnings(record=True): + result = r[['A', 'B']].agg({'A': {'ra': ['mean', 'std']}, + 'B': {'rb': ['mean', 'std']}}) + tm.assert_frame_equal(result, expected, check_like=True) + + with catch_warnings(record=True): + result = r.agg({'A': {'ra': ['mean', 'std']}, + 'B': {'rb': ['mean', 'std']}}) + expected.columns = pd.MultiIndex.from_tuples([('A', 'ra', 'mean'), ( + 'A', 'ra', 'std'), ('B', 'rb', 'mean'), ('B', 'rb', 'std')]) + tm.assert_frame_equal(result, expected, check_like=True) + + def test_count_nonnumeric_types(self): + # GH12541 + cols = ['int', 'float', 'string', 'datetime', 'timedelta', 'periods', + 'fl_inf', 'fl_nan', 'str_nan', 'dt_nat', 'periods_nat'] + + df = DataFrame( + {'int': [1, 2, 3], + 'float': [4., 5., 6.], + 'string': list('abc'), + 'datetime': pd.date_range('20170101', periods=3), + 'timedelta': pd.timedelta_range('1 s', periods=3, freq='s'), + 'periods': [pd.Period('2012-01'), pd.Period('2012-02'), + pd.Period('2012-03')], + 'fl_inf': [1., 2., np.Inf], + 'fl_nan': [1., 2., np.NaN], + 'str_nan': ['aa', 'bb', np.NaN], + 'dt_nat': [Timestamp('20170101'), Timestamp('20170203'), + Timestamp(None)], + 'periods_nat': [pd.Period('2012-01'), pd.Period('2012-02'), + pd.Period(None)]}, + columns=cols) + + expected = DataFrame( + {'int': [1., 2., 2.], + 'float': [1., 2., 2.], + 'string': [1., 2., 2.], + 'datetime': [1., 2., 2.], + 'timedelta': [1., 2., 2.], + 'periods': [1., 2., 2.], + 'fl_inf': [1., 2., 2.], + 'fl_nan': [1., 2., 1.], + 'str_nan': [1., 2., 1.], + 'dt_nat': [1., 2., 1.], + 'periods_nat': [1., 2., 1.]}, + columns=cols) + + result = df.rolling(window=2).count() + tm.assert_frame_equal(result, expected) + + result = df.rolling(1).count() + expected = df.notna().astype(float) + tm.assert_frame_equal(result, expected) + + @td.skip_if_no_scipy + def test_window_with_args(self): + # make sure that we are aggregating window functions correctly with arg + r = Series(np.random.randn(100)).rolling(window=10, min_periods=1, + win_type='gaussian') + expected = concat([r.mean(std=10), r.mean(std=.01)], axis=1) + expected.columns = ['', ''] + result = r.aggregate([lambda x: x.mean(std=10), + lambda x: x.mean(std=.01)]) + tm.assert_frame_equal(result, expected) + + def a(x): + return x.mean(std=10) + + def b(x): + return x.mean(std=0.01) + + expected = concat([r.mean(std=10), r.mean(std=.01)], axis=1) + expected.columns = ['a', 'b'] + result = r.aggregate([a, b]) + tm.assert_frame_equal(result, expected) + + def test_preserve_metadata(self): + # GH 10565 + s = Series(np.arange(100), name='foo') + + s2 = s.rolling(30).sum() + s3 = s.rolling(20).sum() + assert s2.name == 'foo' + assert s3.name == 'foo' + + +class TestWindow(Base): + + def setup_method(self, method): + self._create_data() + + @td.skip_if_no_scipy + def test_constructor(self): + # GH 12669 + + for o in [self.series, self.frame]: + c = o.rolling + + # valid + c(win_type='boxcar', window=2, min_periods=1) + c(win_type='boxcar', window=2, min_periods=1, center=True) + c(win_type='boxcar', window=2, min_periods=1, center=False) + + for wt in ['boxcar', 'triang', 'blackman', 'hamming', 'bartlett', + 'bohman', 'blackmanharris', 'nuttall', 'barthann']: + c(win_type=wt, window=2) + + # not valid + for w in [2., 'foo', np.array([2])]: + with pytest.raises(ValueError): + c(win_type='boxcar', window=2, min_periods=w) + with pytest.raises(ValueError): + c(win_type='boxcar', window=2, min_periods=1, center=w) + + for wt in ['foobar', 1]: + with pytest.raises(ValueError): + c(win_type=wt, window=2) + + def test_numpy_compat(self): + # see gh-12811 + w = rwindow.Window(Series([2, 4, 6]), window=[0, 2]) + + msg = "numpy operations are not valid with window objects" + + for func in ('sum', 'mean'): + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(w, func), 1, 2, 3) + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(w, func), dtype=np.float64) + + +class TestRolling(Base): + + def setup_method(self, method): + self._create_data() + + def test_doc_string(self): + + df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) + df + df.rolling(2).sum() + df.rolling(2, min_periods=1).sum() + + def test_constructor(self): + # GH 12669 + + for o in [self.series, self.frame]: + c = o.rolling + + # valid + c(window=2) + c(window=2, min_periods=1) + c(window=2, min_periods=1, center=True) + c(window=2, min_periods=1, center=False) + + # GH 13383 + c(0) + with pytest.raises(ValueError): + c(-1) + + # not valid + for w in [2., 'foo', np.array([2])]: + with pytest.raises(ValueError): + c(window=w) + with pytest.raises(ValueError): + c(window=2, min_periods=w) + with pytest.raises(ValueError): + c(window=2, min_periods=1, center=w) + + @td.skip_if_no_scipy + def test_constructor_with_win_type(self): + # GH 13383 + for o in [self.series, self.frame]: + c = o.rolling + c(0, win_type='boxcar') + with pytest.raises(ValueError): + c(-1, win_type='boxcar') + + def test_constructor_with_timedelta_window(self): + # GH 15440 + n = 10 + df = DataFrame({'value': np.arange(n)}, + index=pd.date_range('2015-12-24', periods=n, freq="D")) + expected_data = np.append([0., 1.], np.arange(3., 27., 3)) + for window in [timedelta(days=3), pd.Timedelta(days=3)]: + result = df.rolling(window=window).sum() + expected = DataFrame({'value': expected_data}, + index=pd.date_range('2015-12-24', periods=n, + freq="D")) + tm.assert_frame_equal(result, expected) + expected = df.rolling('3D').sum() + tm.assert_frame_equal(result, expected) + + @pytest.mark.parametrize( + 'window', [timedelta(days=3), pd.Timedelta(days=3), '3D']) + def test_constructor_with_timedelta_window_and_minperiods(self, window): + # GH 15305 + n = 10 + df = DataFrame({'value': np.arange(n)}, + index=pd.date_range('2017-08-08', periods=n, freq="D")) + expected = DataFrame( + {'value': np.append([np.NaN, 1.], np.arange(3., 27., 3))}, + index=pd.date_range('2017-08-08', periods=n, freq="D")) + result_roll_sum = df.rolling(window=window, min_periods=2).sum() + result_roll_generic = df.rolling(window=window, + min_periods=2).apply(sum) + tm.assert_frame_equal(result_roll_sum, expected) + tm.assert_frame_equal(result_roll_generic, expected) + + def test_numpy_compat(self): + # see gh-12811 + r = rwindow.Rolling(Series([2, 4, 6]), window=2) + + msg = "numpy operations are not valid with window objects" + + for func in ('std', 'mean', 'sum', 'max', 'min', 'var'): + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(r, func), 1, 2, 3) + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(r, func), dtype=np.float64) + + def test_closed(self): + df = DataFrame({'A': [0, 1, 2, 3, 4]}) + # closed only allowed for datetimelike + with pytest.raises(ValueError): + df.rolling(window=3, closed='neither') + + @pytest.mark.parametrize('roller', ['1s', 1]) + def tests_empty_df_rolling(self, roller): + # GH 15819 Verifies that datetime and integer rolling windows can be + # applied to empty DataFrames + expected = DataFrame() + result = DataFrame().rolling(roller).sum() + tm.assert_frame_equal(result, expected) + + # Verifies that datetime and integer rolling windows can be applied to + # empty DataFrames with datetime index + expected = DataFrame(index=pd.DatetimeIndex([])) + result = DataFrame(index=pd.DatetimeIndex([])).rolling(roller).sum() + tm.assert_frame_equal(result, expected) + + def test_missing_minp_zero(self): + # https://github.com/pandas-dev/pandas/pull/18921 + # minp=0 + x = pd.Series([np.nan]) + result = x.rolling(1, min_periods=0).sum() + expected = pd.Series([0.0]) + tm.assert_series_equal(result, expected) + + # minp=1 + result = x.rolling(1, min_periods=1).sum() + expected = pd.Series([np.nan]) + tm.assert_series_equal(result, expected) + + def test_missing_minp_zero_variable(self): + # https://github.com/pandas-dev/pandas/pull/18921 + x = pd.Series([np.nan] * 4, + index=pd.DatetimeIndex(['2017-01-01', '2017-01-04', + '2017-01-06', '2017-01-07'])) + result = x.rolling(pd.Timedelta("2d"), min_periods=0).sum() + expected = pd.Series(0.0, index=x.index) + tm.assert_series_equal(result, expected) + + def test_multi_index_names(self): + + # GH 16789, 16825 + cols = pd.MultiIndex.from_product([['A', 'B'], ['C', 'D', 'E']], + names=['1', '2']) + df = DataFrame(np.ones((10, 6)), columns=cols) + result = df.rolling(3).cov() + + tm.assert_index_equal(result.columns, df.columns) + assert result.index.names == [None, '1', '2'] + + +class TestExpanding(Base): + + def setup_method(self, method): + self._create_data() + + def test_doc_string(self): + + df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) + df + df.expanding(2).sum() + + def test_constructor(self): + # GH 12669 + + for o in [self.series, self.frame]: + c = o.expanding + + # valid + c(min_periods=1) + c(min_periods=1, center=True) + c(min_periods=1, center=False) + + # not valid + for w in [2., 'foo', np.array([2])]: + with pytest.raises(ValueError): + c(min_periods=w) + with pytest.raises(ValueError): + c(min_periods=1, center=w) + + def test_numpy_compat(self): + # see gh-12811 + e = rwindow.Expanding(Series([2, 4, 6]), window=2) + + msg = "numpy operations are not valid with window objects" + + for func in ('std', 'mean', 'sum', 'max', 'min', 'var'): + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(e, func), 1, 2, 3) + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(e, func), dtype=np.float64) + + @pytest.mark.parametrize( + 'expander', + [1, pytest.param('ls', marks=pytest.mark.xfail( + reason='GH 16425 expanding with ' + 'offset not supported'))]) + def test_empty_df_expanding(self, expander): + # GH 15819 Verifies that datetime and integer expanding windows can be + # applied to empty DataFrames + + expected = DataFrame() + result = DataFrame().expanding(expander).sum() + tm.assert_frame_equal(result, expected) + + # Verifies that datetime and integer expanding windows can be applied + # to empty DataFrames with datetime index + expected = DataFrame(index=pd.DatetimeIndex([])) + result = DataFrame( + index=pd.DatetimeIndex([])).expanding(expander).sum() + tm.assert_frame_equal(result, expected) + + def test_missing_minp_zero(self): + # https://github.com/pandas-dev/pandas/pull/18921 + # minp=0 + x = pd.Series([np.nan]) + result = x.expanding(min_periods=0).sum() + expected = pd.Series([0.0]) + tm.assert_series_equal(result, expected) + + # minp=1 + result = x.expanding(min_periods=1).sum() + expected = pd.Series([np.nan]) + tm.assert_series_equal(result, expected) + + +class TestEWM(Base): + + def setup_method(self, method): + self._create_data() + + def test_doc_string(self): + + df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) + df + df.ewm(com=0.5).mean() + + def test_constructor(self): + for o in [self.series, self.frame]: + c = o.ewm + + # valid + c(com=0.5) + c(span=1.5) + c(alpha=0.5) + c(halflife=0.75) + c(com=0.5, span=None) + c(alpha=0.5, com=None) + c(halflife=0.75, alpha=None) + + # not valid: mutually exclusive + with pytest.raises(ValueError): + c(com=0.5, alpha=0.5) + with pytest.raises(ValueError): + c(span=1.5, halflife=0.75) + with pytest.raises(ValueError): + c(alpha=0.5, span=1.5) + + # not valid: com < 0 + with pytest.raises(ValueError): + c(com=-0.5) + + # not valid: span < 1 + with pytest.raises(ValueError): + c(span=0.5) + + # not valid: halflife <= 0 + with pytest.raises(ValueError): + c(halflife=0) + + # not valid: alpha <= 0 or alpha > 1 + for alpha in (-0.5, 1.5): + with pytest.raises(ValueError): + c(alpha=alpha) + + def test_numpy_compat(self): + # see gh-12811 + e = rwindow.EWM(Series([2, 4, 6]), alpha=0.5) + + msg = "numpy operations are not valid with window objects" + + for func in ('std', 'mean', 'var'): + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(e, func), 1, 2, 3) + tm.assert_raises_regex(UnsupportedFunctionCall, msg, + getattr(e, func), dtype=np.float64) + + +# gh-12373 : rolling functions error on float32 data +# make sure rolling functions works for different dtypes +# +# NOTE that these are yielded tests and so _create_data +# is explicitly called. +# +# further note that we are only checking rolling for fully dtype +# compliance (though both expanding and ewm inherit) +class Dtype(object): + window = 2 + + funcs = { + 'count': lambda v: v.count(), + 'max': lambda v: v.max(), + 'min': lambda v: v.min(), + 'sum': lambda v: v.sum(), + 'mean': lambda v: v.mean(), + 'std': lambda v: v.std(), + 'var': lambda v: v.var(), + 'median': lambda v: v.median() + } + + def get_expects(self): + expects = { + 'sr1': { + 'count': Series([1, 2, 2, 2, 2], dtype='float64'), + 'max': Series([np.nan, 1, 2, 3, 4], dtype='float64'), + 'min': Series([np.nan, 0, 1, 2, 3], dtype='float64'), + 'sum': Series([np.nan, 1, 3, 5, 7], dtype='float64'), + 'mean': Series([np.nan, .5, 1.5, 2.5, 3.5], dtype='float64'), + 'std': Series([np.nan] + [np.sqrt(.5)] * 4, dtype='float64'), + 'var': Series([np.nan, .5, .5, .5, .5], dtype='float64'), + 'median': Series([np.nan, .5, 1.5, 2.5, 3.5], dtype='float64') + }, + 'sr2': { + 'count': Series([1, 2, 2, 2, 2], dtype='float64'), + 'max': Series([np.nan, 10, 8, 6, 4], dtype='float64'), + 'min': Series([np.nan, 8, 6, 4, 2], dtype='float64'), + 'sum': Series([np.nan, 18, 14, 10, 6], dtype='float64'), + 'mean': Series([np.nan, 9, 7, 5, 3], dtype='float64'), + 'std': Series([np.nan] + [np.sqrt(2)] * 4, dtype='float64'), + 'var': Series([np.nan, 2, 2, 2, 2], dtype='float64'), + 'median': Series([np.nan, 9, 7, 5, 3], dtype='float64') + }, + 'df': { + 'count': DataFrame({0: Series([1, 2, 2, 2, 2]), + 1: Series([1, 2, 2, 2, 2])}, + dtype='float64'), + 'max': DataFrame({0: Series([np.nan, 2, 4, 6, 8]), + 1: Series([np.nan, 3, 5, 7, 9])}, + dtype='float64'), + 'min': DataFrame({0: Series([np.nan, 0, 2, 4, 6]), + 1: Series([np.nan, 1, 3, 5, 7])}, + dtype='float64'), + 'sum': DataFrame({0: Series([np.nan, 2, 6, 10, 14]), + 1: Series([np.nan, 4, 8, 12, 16])}, + dtype='float64'), + 'mean': DataFrame({0: Series([np.nan, 1, 3, 5, 7]), + 1: Series([np.nan, 2, 4, 6, 8])}, + dtype='float64'), + 'std': DataFrame({0: Series([np.nan] + [np.sqrt(2)] * 4), + 1: Series([np.nan] + [np.sqrt(2)] * 4)}, + dtype='float64'), + 'var': DataFrame({0: Series([np.nan, 2, 2, 2, 2]), + 1: Series([np.nan, 2, 2, 2, 2])}, + dtype='float64'), + 'median': DataFrame({0: Series([np.nan, 1, 3, 5, 7]), + 1: Series([np.nan, 2, 4, 6, 8])}, + dtype='float64'), + } + } + return expects + + def _create_dtype_data(self, dtype): + sr1 = Series(np.arange(5), dtype=dtype) + sr2 = Series(np.arange(10, 0, -2), dtype=dtype) + df = DataFrame(np.arange(10).reshape((5, 2)), dtype=dtype) + + data = { + 'sr1': sr1, + 'sr2': sr2, + 'df': df + } + + return data + + def _create_data(self): + self.data = self._create_dtype_data(self.dtype) + self.expects = self.get_expects() + + def test_dtypes(self): + self._create_data() + for f_name, d_name in product(self.funcs.keys(), self.data.keys()): + + f = self.funcs[f_name] + d = self.data[d_name] + exp = self.expects[d_name][f_name] + self.check_dtypes(f, f_name, d, d_name, exp) + + def check_dtypes(self, f, f_name, d, d_name, exp): + roll = d.rolling(window=self.window) + result = f(roll) + tm.assert_almost_equal(result, exp) + + +class TestDtype_object(Dtype): + dtype = object + + +class Dtype_integer(Dtype): + pass + + +class TestDtype_int8(Dtype_integer): + dtype = np.int8 + + +class TestDtype_int16(Dtype_integer): + dtype = np.int16 + + +class TestDtype_int32(Dtype_integer): + dtype = np.int32 + + +class TestDtype_int64(Dtype_integer): + dtype = np.int64 + + +class Dtype_uinteger(Dtype): + pass + + +class TestDtype_uint8(Dtype_uinteger): + dtype = np.uint8 + + +class TestDtype_uint16(Dtype_uinteger): + dtype = np.uint16 + + +class TestDtype_uint32(Dtype_uinteger): + dtype = np.uint32 + + +class TestDtype_uint64(Dtype_uinteger): + dtype = np.uint64 + + +class Dtype_float(Dtype): + pass + + +class TestDtype_float16(Dtype_float): + dtype = np.float16 + + +class TestDtype_float32(Dtype_float): + dtype = np.float32 + + +class TestDtype_float64(Dtype_float): + dtype = np.float64 + + +class TestDtype_category(Dtype): + dtype = 'category' + include_df = False + + def _create_dtype_data(self, dtype): + sr1 = Series(range(5), dtype=dtype) + sr2 = Series(range(10, 0, -2), dtype=dtype) + + data = { + 'sr1': sr1, + 'sr2': sr2 + } + + return data + + +class DatetimeLike(Dtype): + + def check_dtypes(self, f, f_name, d, d_name, exp): + + roll = d.rolling(window=self.window) + + if f_name == 'count': + result = f(roll) + tm.assert_almost_equal(result, exp) + + else: + + # other methods not Implemented ATM + with pytest.raises(NotImplementedError): + f(roll) + + +class TestDtype_timedelta(DatetimeLike): + dtype = np.dtype('m8[ns]') + + +class TestDtype_datetime(DatetimeLike): + dtype = np.dtype('M8[ns]') + + +class TestDtype_datetime64UTC(DatetimeLike): + dtype = 'datetime64[ns, UTC]' + + def _create_data(self): + pytest.skip("direct creation of extension dtype " + "datetime64[ns, UTC] is not supported ATM") + + +class TestMoments(Base): + + def setup_method(self, method): + self._create_data() + + def test_centered_axis_validation(self): + + # ok + Series(np.ones(10)).rolling(window=3, center=True, axis=0).mean() + + # bad axis + with pytest.raises(ValueError): + Series(np.ones(10)).rolling(window=3, center=True, axis=1).mean() + + # ok ok + DataFrame(np.ones((10, 10))).rolling(window=3, center=True, + axis=0).mean() + DataFrame(np.ones((10, 10))).rolling(window=3, center=True, + axis=1).mean() + + # bad axis + with pytest.raises(ValueError): + (DataFrame(np.ones((10, 10))) + .rolling(window=3, center=True, axis=2).mean()) + + def test_rolling_sum(self): + self._check_moment_func(np.nansum, name='sum', + zero_min_periods_equal=False) + + def test_rolling_count(self): + counter = lambda x: np.isfinite(x).astype(float).sum() + self._check_moment_func(counter, name='count', has_min_periods=False, + fill_value=0) + + def test_rolling_mean(self): + self._check_moment_func(np.mean, name='mean') + + @td.skip_if_no_scipy + def test_cmov_mean(self): + # GH 8238 + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, + 10.63, 14.48]) + result = Series(vals).rolling(5, center=True).mean() + expected = Series([np.nan, np.nan, 9.962, 11.27, 11.564, 12.516, + 12.818, 12.952, np.nan, np.nan]) + tm.assert_series_equal(expected, result) + + @td.skip_if_no_scipy + def test_cmov_window(self): + # GH 8238 + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, + 10.63, 14.48]) + result = Series(vals).rolling(5, win_type='boxcar', center=True).mean() + expected = Series([np.nan, np.nan, 9.962, 11.27, 11.564, 12.516, + 12.818, 12.952, np.nan, np.nan]) + tm.assert_series_equal(expected, result) + + @td.skip_if_no_scipy + def test_cmov_window_corner(self): + # GH 8238 + # all nan + vals = pd.Series([np.nan] * 10) + result = vals.rolling(5, center=True, win_type='boxcar').mean() + assert np.isnan(result).all() + + # empty + vals = pd.Series([]) + result = vals.rolling(5, center=True, win_type='boxcar').mean() + assert len(result) == 0 + + # shorter than window + vals = pd.Series(np.random.randn(5)) + result = vals.rolling(10, win_type='boxcar').mean() + assert np.isnan(result).all() + assert len(result) == 5 + + @td.skip_if_no_scipy + def test_cmov_window_frame(self): + # Gh 8238 + vals = np.array([[12.18, 3.64], [10.18, 9.16], [13.24, 14.61], + [4.51, 8.11], [6.15, 11.44], [9.14, 6.21], + [11.31, 10.67], [2.94, 6.51], [9.42, 8.39], [12.44, + 7.34]]) + + xp = np.array([[np.nan, np.nan], [np.nan, np.nan], [9.252, 9.392], + [8.644, 9.906], [8.87, 10.208], [6.81, 8.588], + [7.792, 8.644], [9.05, 7.824], [np.nan, np.nan + ], [np.nan, np.nan]]) + + # DataFrame + rs = DataFrame(vals).rolling(5, win_type='boxcar', center=True).mean() + tm.assert_frame_equal(DataFrame(xp), rs) + + # invalid method + with pytest.raises(AttributeError): + (DataFrame(vals).rolling(5, win_type='boxcar', center=True) + .std()) + + # sum + xp = np.array([[np.nan, np.nan], [np.nan, np.nan], [46.26, 46.96], + [43.22, 49.53], [44.35, 51.04], [34.05, 42.94], + [38.96, 43.22], [45.25, 39.12], [np.nan, np.nan + ], [np.nan, np.nan]]) + + rs = DataFrame(vals).rolling(5, win_type='boxcar', center=True).sum() + tm.assert_frame_equal(DataFrame(xp), rs) + + @td.skip_if_no_scipy + def test_cmov_window_na_min_periods(self): + # min_periods + vals = Series(np.random.randn(10)) + vals[4] = np.nan + vals[8] = np.nan + + xp = vals.rolling(5, min_periods=4, center=True).mean() + rs = vals.rolling(5, win_type='boxcar', min_periods=4, + center=True).mean() + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_regular(self): + # GH 8238 + win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', + 'blackmanharris', 'nuttall', 'barthann'] + + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, + 10.63, 14.48]) + xps = { + 'hamming': [np.nan, np.nan, 8.71384, 9.56348, 12.38009, 14.03687, + 13.8567, 11.81473, np.nan, np.nan], + 'triang': [np.nan, np.nan, 9.28667, 10.34667, 12.00556, 13.33889, + 13.38, 12.33667, np.nan, np.nan], + 'barthann': [np.nan, np.nan, 8.4425, 9.1925, 12.5575, 14.3675, + 14.0825, 11.5675, np.nan, np.nan], + 'bohman': [np.nan, np.nan, 7.61599, 9.1764, 12.83559, 14.17267, + 14.65923, 11.10401, np.nan, np.nan], + 'blackmanharris': [np.nan, np.nan, 6.97691, 9.16438, 13.05052, + 14.02156, 15.10512, 10.74574, np.nan, np.nan], + 'nuttall': [np.nan, np.nan, 7.04618, 9.16786, 13.02671, 14.03559, + 15.05657, 10.78514, np.nan, np.nan], + 'blackman': [np.nan, np.nan, 7.73345, 9.17869, 12.79607, 14.20036, + 14.57726, 11.16988, np.nan, np.nan], + 'bartlett': [np.nan, np.nan, 8.4425, 9.1925, 12.5575, 14.3675, + 14.0825, 11.5675, np.nan, np.nan] + } + + for wt in win_types: + xp = Series(xps[wt]) + rs = Series(vals).rolling(5, win_type=wt, center=True).mean() + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_regular_linear_range(self): + # GH 8238 + win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', + 'blackmanharris', 'nuttall', 'barthann'] + + vals = np.array(range(10), dtype=np.float) + xp = vals.copy() + xp[:2] = np.nan + xp[-2:] = np.nan + xp = Series(xp) + + for wt in win_types: + rs = Series(vals).rolling(5, win_type=wt, center=True).mean() + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_regular_missing_data(self): + # GH 8238 + win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', + 'blackmanharris', 'nuttall', 'barthann'] + + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, np.nan, + 10.63, 14.48]) + xps = { + 'bartlett': [np.nan, np.nan, 9.70333, 10.5225, 8.4425, 9.1925, + 12.5575, 14.3675, 15.61667, 13.655], + 'blackman': [np.nan, np.nan, 9.04582, 11.41536, 7.73345, 9.17869, + 12.79607, 14.20036, 15.8706, 13.655], + 'barthann': [np.nan, np.nan, 9.70333, 10.5225, 8.4425, 9.1925, + 12.5575, 14.3675, 15.61667, 13.655], + 'bohman': [np.nan, np.nan, 8.9444, 11.56327, 7.61599, 9.1764, + 12.83559, 14.17267, 15.90976, 13.655], + 'hamming': [np.nan, np.nan, 9.59321, 10.29694, 8.71384, 9.56348, + 12.38009, 14.20565, 15.24694, 13.69758], + 'nuttall': [np.nan, np.nan, 8.47693, 12.2821, 7.04618, 9.16786, + 13.02671, 14.03673, 16.08759, 13.65553], + 'triang': [np.nan, np.nan, 9.33167, 9.76125, 9.28667, 10.34667, + 12.00556, 13.82125, 14.49429, 13.765], + 'blackmanharris': [np.nan, np.nan, 8.42526, 12.36824, 6.97691, + 9.16438, 13.05052, 14.02175, 16.1098, 13.65509] + } + + for wt in win_types: + xp = Series(xps[wt]) + rs = Series(vals).rolling(5, win_type=wt, min_periods=3).mean() + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_special(self): + # GH 8238 + win_types = ['kaiser', 'gaussian', 'general_gaussian', 'slepian'] + kwds = [{'beta': 1.}, {'std': 1.}, {'power': 2., + 'width': 2.}, {'width': 0.5}] + + vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, + 10.63, 14.48]) + + xps = { + 'gaussian': [np.nan, np.nan, 8.97297, 9.76077, 12.24763, 13.89053, + 13.65671, 12.01002, np.nan, np.nan], + 'general_gaussian': [np.nan, np.nan, 9.85011, 10.71589, 11.73161, + 13.08516, 12.95111, 12.74577, np.nan, np.nan], + 'slepian': [np.nan, np.nan, 9.81073, 10.89359, 11.70284, 12.88331, + 12.96079, 12.77008, np.nan, np.nan], + 'kaiser': [np.nan, np.nan, 9.86851, 11.02969, 11.65161, 12.75129, + 12.90702, 12.83757, np.nan, np.nan] + } + + for wt, k in zip(win_types, kwds): + xp = Series(xps[wt]) + rs = Series(vals).rolling(5, win_type=wt, center=True).mean(**k) + tm.assert_series_equal(xp, rs) + + @td.skip_if_no_scipy + def test_cmov_window_special_linear_range(self): + # GH 8238 + win_types = ['kaiser', 'gaussian', 'general_gaussian', 'slepian'] + kwds = [{'beta': 1.}, {'std': 1.}, {'power': 2., + 'width': 2.}, {'width': 0.5}] + + vals = np.array(range(10), dtype=np.float) + xp = vals.copy() + xp[:2] = np.nan + xp[-2:] = np.nan + xp = Series(xp) + + for wt, k in zip(win_types, kwds): + rs = Series(vals).rolling(5, win_type=wt, center=True).mean(**k) + tm.assert_series_equal(xp, rs) + + def test_rolling_median(self): + self._check_moment_func(np.median, name='median') + + def test_rolling_min(self): + self._check_moment_func(np.min, name='min') + + a = pd.Series([1, 2, 3, 4, 5]) + result = a.rolling(window=100, min_periods=1).min() + expected = pd.Series(np.ones(len(a))) + tm.assert_series_equal(result, expected) + + with pytest.raises(ValueError): + pd.Series([1, 2, 3]).rolling(window=3, min_periods=5).min() + + def test_rolling_max(self): + self._check_moment_func(np.max, name='max') + + a = pd.Series([1, 2, 3, 4, 5], dtype=np.float64) + b = a.rolling(window=100, min_periods=1).max() + tm.assert_almost_equal(a, b) + + with pytest.raises(ValueError): + pd.Series([1, 2, 3]).rolling(window=3, min_periods=5).max() + + @pytest.mark.parametrize('q', [0.0, .1, .5, .9, 1.0]) + def test_rolling_quantile(self, q): + + def scoreatpercentile(a, per): + values = np.sort(a, axis=0) + + idx = int(per / 1. * (values.shape[0] - 1)) + + if idx == values.shape[0] - 1: + retval = values[-1] + + else: + qlow = float(idx) / float(values.shape[0] - 1) + qhig = float(idx + 1) / float(values.shape[0] - 1) + vlow = values[idx] + vhig = values[idx + 1] + retval = vlow + (vhig - vlow) * (per - qlow) / (qhig - qlow) + + return retval + + def quantile_func(x): + return scoreatpercentile(x, q) + + self._check_moment_func(quantile_func, name='quantile', + quantile=q) + + def test_rolling_quantile_np_percentile(self): + # #9413: Tests that rolling window's quantile default behavior + # is analogus to Numpy's percentile + row = 10 + col = 5 + idx = pd.date_range('20100101', periods=row, freq='B') + df = DataFrame(np.random.rand(row * col).reshape((row, -1)), index=idx) + + df_quantile = df.quantile([0.25, 0.5, 0.75], axis=0) + np_percentile = np.percentile(df, [25, 50, 75], axis=0) + + tm.assert_almost_equal(df_quantile.values, np.array(np_percentile)) + + def test_rolling_quantile_series(self): + # #16211: Tests that rolling window's quantile default behavior + # is analogus to Series' quantile + arr = np.arange(100) + s = Series(arr) + q1 = s.quantile(0.1) + q2 = s.rolling(100).quantile(0.1).iloc[-1] + + tm.assert_almost_equal(q1, q2) + + def test_rolling_quantile_param(self): + ser = Series([0.0, .1, .5, .9, 1.0]) + + with pytest.raises(ValueError): + ser.rolling(3).quantile(-0.1) + + with pytest.raises(ValueError): + ser.rolling(3).quantile(10.0) + + with pytest.raises(TypeError): + ser.rolling(3).quantile('foo') + + def test_rolling_apply(self): + # suppress warnings about empty slices, as we are deliberately testing + # with a 0-length Series + with warnings.catch_warnings(): + warnings.filterwarnings("ignore", + message=".*(empty slice|0 for slice).*", + category=RuntimeWarning) + + ser = Series([]) + tm.assert_series_equal(ser, + ser.rolling(10).apply(lambda x: x.mean())) + + def f(x): + return x[np.isfinite(x)].mean() + + self._check_moment_func(np.mean, name='apply', func=f) + + # GH 8080 + s = Series([None, None, None]) + result = s.rolling(2, min_periods=0).apply(lambda x: len(x)) + expected = Series([1., 2., 2.]) + tm.assert_series_equal(result, expected) + + result = s.rolling(2, min_periods=0).apply(len) + tm.assert_series_equal(result, expected) + + def test_rolling_apply_out_of_bounds(self): + # #1850 + vals = pd.Series([1, 2, 3, 4]) + + result = vals.rolling(10).apply(np.sum) + assert result.isna().all() + + result = vals.rolling(10, min_periods=1).apply(np.sum) + expected = pd.Series([1, 3, 6, 10], dtype=float) + tm.assert_almost_equal(result, expected) + + def test_rolling_std(self): + self._check_moment_func(lambda x: np.std(x, ddof=1), + name='std') + self._check_moment_func(lambda x: np.std(x, ddof=0), + name='std', ddof=0) + + def test_rolling_std_1obs(self): + vals = pd.Series([1., 2., 3., 4., 5.]) + + result = vals.rolling(1, min_periods=1).std() + expected = pd.Series([np.nan] * 5) + tm.assert_series_equal(result, expected) + + result = vals.rolling(1, min_periods=1).std(ddof=0) + expected = pd.Series([0.] * 5) + tm.assert_series_equal(result, expected) + + result = (pd.Series([np.nan, np.nan, 3, 4, 5]) + .rolling(3, min_periods=2).std()) + assert np.isnan(result[2]) + + def test_rolling_std_neg_sqrt(self): + # unit test from Bottleneck + + # Test move_nanstd for neg sqrt. + + a = pd.Series([0.0011448196318903589, 0.00028718669878572767, + 0.00028718669878572767, 0.00028718669878572767, + 0.00028718669878572767]) + b = a.rolling(window=3).std() + assert np.isfinite(b[2:]).all() + + b = a.ewm(span=3).std() + assert np.isfinite(b[2:]).all() + + def test_rolling_var(self): + self._check_moment_func(lambda x: np.var(x, ddof=1), + name='var') + self._check_moment_func(lambda x: np.var(x, ddof=0), + name='var', ddof=0) + + @td.skip_if_no_scipy + def test_rolling_skew(self): + from scipy.stats import skew + self._check_moment_func(lambda x: skew(x, bias=False), name='skew') + + @td.skip_if_no_scipy + def test_rolling_kurt(self): + from scipy.stats import kurtosis + self._check_moment_func(lambda x: kurtosis(x, bias=False), + name='kurt') + + def _check_moment_func(self, static_comp, name, has_min_periods=True, + has_center=True, has_time_rule=True, + fill_value=None, zero_min_periods_equal=True, + **kwargs): + + def get_result(obj, window, min_periods=None, center=False): + r = obj.rolling(window=window, min_periods=min_periods, + center=center) + return getattr(r, name)(**kwargs) + + series_result = get_result(self.series, window=50) + assert isinstance(series_result, Series) + tm.assert_almost_equal(series_result.iloc[-1], + static_comp(self.series[-50:])) + + frame_result = get_result(self.frame, window=50) + assert isinstance(frame_result, DataFrame) + tm.assert_series_equal(frame_result.iloc[-1, :], + self.frame.iloc[-50:, :].apply(static_comp, + axis=0), + check_names=False) + + # check time_rule works + if has_time_rule: + win = 25 + minp = 10 + series = self.series[::2].resample('B').mean() + frame = self.frame[::2].resample('B').mean() + + if has_min_periods: + series_result = get_result(series, window=win, + min_periods=minp) + frame_result = get_result(frame, window=win, + min_periods=minp) + else: + series_result = get_result(series, window=win) + frame_result = get_result(frame, window=win) + + last_date = series_result.index[-1] + prev_date = last_date - 24 * offsets.BDay() + + trunc_series = self.series[::2].truncate(prev_date, last_date) + trunc_frame = self.frame[::2].truncate(prev_date, last_date) + + tm.assert_almost_equal(series_result[-1], + static_comp(trunc_series)) + + tm.assert_series_equal(frame_result.xs(last_date), + trunc_frame.apply(static_comp), + check_names=False) + + # excluding NaNs correctly + obj = Series(randn(50)) + obj[:10] = np.NaN + obj[-10:] = np.NaN + if has_min_periods: + result = get_result(obj, 50, min_periods=30) + tm.assert_almost_equal(result.iloc[-1], static_comp(obj[10:-10])) + + # min_periods is working correctly + result = get_result(obj, 20, min_periods=15) + assert isna(result.iloc[23]) + assert not isna(result.iloc[24]) + + assert not isna(result.iloc[-6]) + assert isna(result.iloc[-5]) + + obj2 = Series(randn(20)) + result = get_result(obj2, 10, min_periods=5) + assert isna(result.iloc[3]) + assert notna(result.iloc[4]) + + if zero_min_periods_equal: + # min_periods=0 may be equivalent to min_periods=1 + result0 = get_result(obj, 20, min_periods=0) + result1 = get_result(obj, 20, min_periods=1) + tm.assert_almost_equal(result0, result1) + else: + result = get_result(obj, 50) + tm.assert_almost_equal(result.iloc[-1], static_comp(obj[10:-10])) + + # window larger than series length (#7297) + if has_min_periods: + for minp in (0, len(self.series) - 1, len(self.series)): + result = get_result(self.series, len(self.series) + 1, + min_periods=minp) + expected = get_result(self.series, len(self.series), + min_periods=minp) + nan_mask = isna(result) + tm.assert_series_equal(nan_mask, isna(expected)) + + nan_mask = ~nan_mask + tm.assert_almost_equal(result[nan_mask], + expected[nan_mask]) + else: + result = get_result(self.series, len(self.series) + 1) + expected = get_result(self.series, len(self.series)) + nan_mask = isna(result) + tm.assert_series_equal(nan_mask, isna(expected)) + + nan_mask = ~nan_mask + tm.assert_almost_equal(result[nan_mask], expected[nan_mask]) + + # check center=True + if has_center: + if has_min_periods: + result = get_result(obj, 20, min_periods=15, center=True) + expected = get_result( + pd.concat([obj, Series([np.NaN] * 9)]), 20, + min_periods=15)[9:].reset_index(drop=True) + else: + result = get_result(obj, 20, center=True) + expected = get_result( + pd.concat([obj, Series([np.NaN] * 9)]), + 20)[9:].reset_index(drop=True) + + tm.assert_series_equal(result, expected) + + # shifter index + s = ['x%d' % x for x in range(12)] + + if has_min_periods: + minp = 10 + + series_xp = get_result( + self.series.reindex(list(self.series.index) + s), + window=25, + min_periods=minp).shift(-12).reindex(self.series.index) + frame_xp = get_result( + self.frame.reindex(list(self.frame.index) + s), + window=25, + min_periods=minp).shift(-12).reindex(self.frame.index) + + series_rs = get_result(self.series, window=25, + min_periods=minp, center=True) + frame_rs = get_result(self.frame, window=25, min_periods=minp, + center=True) + + else: + series_xp = get_result( + self.series.reindex(list(self.series.index) + s), + window=25).shift(-12).reindex(self.series.index) + frame_xp = get_result( + self.frame.reindex(list(self.frame.index) + s), + window=25).shift(-12).reindex(self.frame.index) + + series_rs = get_result(self.series, window=25, center=True) + frame_rs = get_result(self.frame, window=25, center=True) + + if fill_value is not None: + series_xp = series_xp.fillna(fill_value) + frame_xp = frame_xp.fillna(fill_value) + tm.assert_series_equal(series_xp, series_rs) + tm.assert_frame_equal(frame_xp, frame_rs) + + def test_ewma(self): + self._check_ew(name='mean') + + vals = pd.Series(np.zeros(1000)) + vals[5] = 1 + result = vals.ewm(span=100, adjust=False).mean().sum() + assert np.abs(result - 1) < 1e-2 + + s = Series([1.0, 2.0, 4.0, 8.0]) + + expected = Series([1.0, 1.6, 2.736842, 4.923077]) + for f in [lambda s: s.ewm(com=2.0, adjust=True).mean(), + lambda s: s.ewm(com=2.0, adjust=True, + ignore_na=False).mean(), + lambda s: s.ewm(com=2.0, adjust=True, ignore_na=True).mean(), + ]: + result = f(s) + tm.assert_series_equal(result, expected) + + expected = Series([1.0, 1.333333, 2.222222, 4.148148]) + for f in [lambda s: s.ewm(com=2.0, adjust=False).mean(), + lambda s: s.ewm(com=2.0, adjust=False, + ignore_na=False).mean(), + lambda s: s.ewm(com=2.0, adjust=False, + ignore_na=True).mean(), + ]: + result = f(s) + tm.assert_series_equal(result, expected) + + def test_ewma_nan_handling(self): + s = Series([1.] + [np.nan] * 5 + [1.]) + result = s.ewm(com=5).mean() + tm.assert_series_equal(result, Series([1.] * len(s))) + + s = Series([np.nan] * 2 + [1.] + [np.nan] * 2 + [1.]) + result = s.ewm(com=5).mean() + tm.assert_series_equal(result, Series([np.nan] * 2 + [1.] * 4)) + + # GH 7603 + s0 = Series([np.nan, 1., 101.]) + s1 = Series([1., np.nan, 101.]) + s2 = Series([np.nan, 1., np.nan, np.nan, 101., np.nan]) + s3 = Series([1., np.nan, 101., 50.]) + com = 2. + alpha = 1. / (1. + com) + + def simple_wma(s, w): + return (s.multiply(w).cumsum() / w.cumsum()).fillna(method='ffill') + + for (s, adjust, ignore_na, w) in [ + (s0, True, False, [np.nan, (1. - alpha), 1.]), + (s0, True, True, [np.nan, (1. - alpha), 1.]), + (s0, False, False, [np.nan, (1. - alpha), alpha]), + (s0, False, True, [np.nan, (1. - alpha), alpha]), + (s1, True, False, [(1. - alpha) ** 2, np.nan, 1.]), + (s1, True, True, [(1. - alpha), np.nan, 1.]), + (s1, False, False, [(1. - alpha) ** 2, np.nan, alpha]), + (s1, False, True, [(1. - alpha), np.nan, alpha]), + (s2, True, False, [np.nan, (1. - alpha) ** + 3, np.nan, np.nan, 1., np.nan]), + (s2, True, True, [np.nan, (1. - alpha), + np.nan, np.nan, 1., np.nan]), + (s2, False, False, [np.nan, (1. - alpha) ** + 3, np.nan, np.nan, alpha, np.nan]), + (s2, False, True, [np.nan, (1. - alpha), + np.nan, np.nan, alpha, np.nan]), + (s3, True, False, [(1. - alpha) ** + 3, np.nan, (1. - alpha), 1.]), + (s3, True, True, [(1. - alpha) ** + 2, np.nan, (1. - alpha), 1.]), + (s3, False, False, [(1. - alpha) ** 3, np.nan, + (1. - alpha) * alpha, + alpha * ((1. - alpha) ** 2 + alpha)]), + (s3, False, True, [(1. - alpha) ** 2, + np.nan, (1. - alpha) * alpha, alpha])]: + expected = simple_wma(s, Series(w)) + result = s.ewm(com=com, adjust=adjust, ignore_na=ignore_na).mean() + + tm.assert_series_equal(result, expected) + if ignore_na is False: + # check that ignore_na defaults to False + result = s.ewm(com=com, adjust=adjust).mean() + tm.assert_series_equal(result, expected) + + def test_ewmvar(self): + self._check_ew(name='var') + + def test_ewmvol(self): + self._check_ew(name='vol') + + def test_ewma_span_com_args(self): + A = self.series.ewm(com=9.5).mean() + B = self.series.ewm(span=20).mean() + tm.assert_almost_equal(A, B) + + with pytest.raises(ValueError): + self.series.ewm(com=9.5, span=20) + with pytest.raises(ValueError): + self.series.ewm().mean() + + def test_ewma_halflife_arg(self): + A = self.series.ewm(com=13.932726172912965).mean() + B = self.series.ewm(halflife=10.0).mean() + tm.assert_almost_equal(A, B) + + with pytest.raises(ValueError): + self.series.ewm(span=20, halflife=50) + with pytest.raises(ValueError): + self.series.ewm(com=9.5, halflife=50) + with pytest.raises(ValueError): + self.series.ewm(com=9.5, span=20, halflife=50) + with pytest.raises(ValueError): + self.series.ewm() + + def test_ewm_alpha(self): + # GH 10789 + s = Series(self.arr) + a = s.ewm(alpha=0.61722699889169674).mean() + b = s.ewm(com=0.62014947789973052).mean() + c = s.ewm(span=2.240298955799461).mean() + d = s.ewm(halflife=0.721792864318).mean() + tm.assert_series_equal(a, b) + tm.assert_series_equal(a, c) + tm.assert_series_equal(a, d) + + def test_ewm_alpha_arg(self): + # GH 10789 + s = self.series + with pytest.raises(ValueError): + s.ewm() + with pytest.raises(ValueError): + s.ewm(com=10.0, alpha=0.5) + with pytest.raises(ValueError): + s.ewm(span=10.0, alpha=0.5) + with pytest.raises(ValueError): + s.ewm(halflife=10.0, alpha=0.5) + + def test_ewm_domain_checks(self): + # GH 12492 + s = Series(self.arr) + # com must satisfy: com >= 0 + pytest.raises(ValueError, s.ewm, com=-0.1) + s.ewm(com=0.0) + s.ewm(com=0.1) + # span must satisfy: span >= 1 + pytest.raises(ValueError, s.ewm, span=-0.1) + pytest.raises(ValueError, s.ewm, span=0.0) + pytest.raises(ValueError, s.ewm, span=0.9) + s.ewm(span=1.0) + s.ewm(span=1.1) + # halflife must satisfy: halflife > 0 + pytest.raises(ValueError, s.ewm, halflife=-0.1) + pytest.raises(ValueError, s.ewm, halflife=0.0) + s.ewm(halflife=0.1) + # alpha must satisfy: 0 < alpha <= 1 + pytest.raises(ValueError, s.ewm, alpha=-0.1) + pytest.raises(ValueError, s.ewm, alpha=0.0) + s.ewm(alpha=0.1) + s.ewm(alpha=1.0) + pytest.raises(ValueError, s.ewm, alpha=1.1) + + def test_ew_empty_series(self): + vals = pd.Series([], dtype=np.float64) + + ewm = vals.ewm(3) + funcs = ['mean', 'vol', 'var'] + for f in funcs: + result = getattr(ewm, f)() + tm.assert_almost_equal(result, vals) + + def _check_ew(self, name=None, preserve_nan=False): + series_result = getattr(self.series.ewm(com=10), name)() + assert isinstance(series_result, Series) + + frame_result = getattr(self.frame.ewm(com=10), name)() + assert type(frame_result) == DataFrame + + result = getattr(self.series.ewm(com=10), name)() + if preserve_nan: + assert result[self._nan_locs].isna().all() + + # excluding NaNs correctly + arr = randn(50) + arr[:10] = np.NaN + arr[-10:] = np.NaN + s = Series(arr) + + # check min_periods + # GH 7898 + result = getattr(s.ewm(com=50, min_periods=2), name)() + assert result[:11].isna().all() + assert not result[11:].isna().any() + + for min_periods in (0, 1): + result = getattr(s.ewm(com=50, min_periods=min_periods), name)() + if name == 'mean': + assert result[:10].isna().all() + assert not result[10:].isna().any() + else: + # ewm.std, ewm.vol, ewm.var (with bias=False) require at least + # two values + assert result[:11].isna().all() + assert not result[11:].isna().any() + + # check series of length 0 + result = getattr(Series().ewm(com=50, min_periods=min_periods), + name)() + tm.assert_series_equal(result, Series()) + + # check series of length 1 + result = getattr(Series([1.]).ewm(50, min_periods=min_periods), + name)() + if name == 'mean': + tm.assert_series_equal(result, Series([1.])) + else: + # ewm.std, ewm.vol, ewm.var with bias=False require at least + # two values + tm.assert_series_equal(result, Series([np.NaN])) + + # pass in ints + result2 = getattr(Series(np.arange(50)).ewm(span=10), name)() + assert result2.dtype == np.float_ + + +class TestPairwise(object): + + # GH 7738 + df1s = [DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[0, 1]), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[1, 0]), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[1, 1]), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], + columns=['C', 'C']), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[1., 0]), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[0., 1]), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=['C', 1]), + DataFrame([[2., 4.], [1., 2.], [5., 2.], [8., 1.]], + columns=[1, 0.]), + DataFrame([[2, 4.], [1, 2.], [5, 2.], [8, 1.]], + columns=[0, 1.]), + DataFrame([[2, 4], [1, 2], [5, 2], [8, 1.]], + columns=[1., 'X']), ] + df2 = DataFrame([[None, 1, 1], [None, 1, 2], + [None, 3, 2], [None, 8, 1]], columns=['Y', 'Z', 'X']) + s = Series([1, 1, 3, 8]) + + def compare(self, result, expected): + + # since we have sorted the results + # we can only compare non-nans + result = result.dropna().values + expected = expected.dropna().values + + tm.assert_numpy_array_equal(result, expected, check_dtype=False) + + @pytest.mark.parametrize('f', [lambda x: x.cov(), lambda x: x.corr()]) + def test_no_flex(self, f): + + # DataFrame methods (which do not call _flex_binary_moment()) + + results = [f(df) for df in self.df1s] + for (df, result) in zip(self.df1s, results): + tm.assert_index_equal(result.index, df.columns) + tm.assert_index_equal(result.columns, df.columns) + for i, result in enumerate(results): + if i > 0: + self.compare(result, results[0]) + + @pytest.mark.parametrize( + 'f', [lambda x: x.expanding().cov(pairwise=True), + lambda x: x.expanding().corr(pairwise=True), + lambda x: x.rolling(window=3).cov(pairwise=True), + lambda x: x.rolling(window=3).corr(pairwise=True), + lambda x: x.ewm(com=3).cov(pairwise=True), + lambda x: x.ewm(com=3).corr(pairwise=True)]) + def test_pairwise_with_self(self, f): + + # DataFrame with itself, pairwise=True + # note that we may construct the 1st level of the MI + # in a non-motononic way, so compare accordingly + results = [] + for i, df in enumerate(self.df1s): + result = f(df) + tm.assert_index_equal(result.index.levels[0], + df.index, + check_names=False) + tm.assert_numpy_array_equal(safe_sort(result.index.levels[1]), + safe_sort(df.columns.unique())) + tm.assert_index_equal(result.columns, df.columns) + results.append(df) + + for i, result in enumerate(results): + if i > 0: + self.compare(result, results[0]) + + @pytest.mark.parametrize( + 'f', [lambda x: x.expanding().cov(pairwise=False), + lambda x: x.expanding().corr(pairwise=False), + lambda x: x.rolling(window=3).cov(pairwise=False), + lambda x: x.rolling(window=3).corr(pairwise=False), + lambda x: x.ewm(com=3).cov(pairwise=False), + lambda x: x.ewm(com=3).corr(pairwise=False), ]) + def test_no_pairwise_with_self(self, f): + + # DataFrame with itself, pairwise=False + results = [f(df) for df in self.df1s] + for (df, result) in zip(self.df1s, results): + tm.assert_index_equal(result.index, df.index) + tm.assert_index_equal(result.columns, df.columns) + for i, result in enumerate(results): + if i > 0: + self.compare(result, results[0]) + + @pytest.mark.parametrize( + 'f', [lambda x, y: x.expanding().cov(y, pairwise=True), + lambda x, y: x.expanding().corr(y, pairwise=True), + lambda x, y: x.rolling(window=3).cov(y, pairwise=True), + lambda x, y: x.rolling(window=3).corr(y, pairwise=True), + lambda x, y: x.ewm(com=3).cov(y, pairwise=True), + lambda x, y: x.ewm(com=3).corr(y, pairwise=True), ]) + def test_pairwise_with_other(self, f): + + # DataFrame with another DataFrame, pairwise=True + results = [f(df, self.df2) for df in self.df1s] + for (df, result) in zip(self.df1s, results): + tm.assert_index_equal(result.index.levels[0], + df.index, + check_names=False) + tm.assert_numpy_array_equal(safe_sort(result.index.levels[1]), + safe_sort(self.df2.columns.unique())) + for i, result in enumerate(results): + if i > 0: + self.compare(result, results[0]) + + @pytest.mark.parametrize( + 'f', [lambda x, y: x.expanding().cov(y, pairwise=False), + lambda x, y: x.expanding().corr(y, pairwise=False), + lambda x, y: x.rolling(window=3).cov(y, pairwise=False), + lambda x, y: x.rolling(window=3).corr(y, pairwise=False), + lambda x, y: x.ewm(com=3).cov(y, pairwise=False), + lambda x, y: x.ewm(com=3).corr(y, pairwise=False), ]) + def test_no_pairwise_with_other(self, f): + + # DataFrame with another DataFrame, pairwise=False + results = [f(df, self.df2) if df.columns.is_unique else None + for df in self.df1s] + for (df, result) in zip(self.df1s, results): + if result is not None: + with catch_warnings(record=True): + # we can have int and str columns + expected_index = df.index.union(self.df2.index) + expected_columns = df.columns.union(self.df2.columns) + tm.assert_index_equal(result.index, expected_index) + tm.assert_index_equal(result.columns, expected_columns) + else: + tm.assert_raises_regex( + ValueError, "'arg1' columns are not unique", f, df, + self.df2) + tm.assert_raises_regex( + ValueError, "'arg2' columns are not unique", f, + self.df2, df) + + @pytest.mark.parametrize( + 'f', [lambda x, y: x.expanding().cov(y), + lambda x, y: x.expanding().corr(y), + lambda x, y: x.rolling(window=3).cov(y), + lambda x, y: x.rolling(window=3).corr(y), + lambda x, y: x.ewm(com=3).cov(y), + lambda x, y: x.ewm(com=3).corr(y), ]) + def test_pairwise_with_series(self, f): + + # DataFrame with a Series + results = ([f(df, self.s) for df in self.df1s] + + [f(self.s, df) for df in self.df1s]) + for (df, result) in zip(self.df1s, results): + tm.assert_index_equal(result.index, df.index) + tm.assert_index_equal(result.columns, df.columns) + for i, result in enumerate(results): + if i > 0: + self.compare(result, results[0]) + + +# create the data only once as we are not setting it +def _create_consistency_data(): + def create_series(): + return [Series(), + Series([np.nan]), + Series([np.nan, np.nan]), + Series([3.]), + Series([np.nan, 3.]), + Series([3., np.nan]), + Series([1., 3.]), + Series([2., 2.]), + Series([3., 1.]), + Series([5., 5., 5., 5., np.nan, np.nan, np.nan, 5., 5., np.nan, + np.nan]), + Series([np.nan, 5., 5., 5., np.nan, np.nan, np.nan, 5., 5., + np.nan, np.nan]), + Series([np.nan, np.nan, 5., 5., np.nan, np.nan, np.nan, 5., 5., + np.nan, np.nan]), + Series([np.nan, 3., np.nan, 3., 4., 5., 6., np.nan, np.nan, 7., + 12., 13., 14., 15.]), + Series([np.nan, 5., np.nan, 2., 4., 0., 9., np.nan, np.nan, 3., + 12., 13., 14., 15.]), + Series([2., 3., np.nan, 3., 4., 5., 6., np.nan, np.nan, 7., + 12., 13., 14., 15.]), + Series([2., 5., np.nan, 2., 4., 0., 9., np.nan, np.nan, 3., + 12., 13., 14., 15.]), + Series(range(10)), + Series(range(20, 0, -2)), ] + + def create_dataframes(): + return ([DataFrame(), + DataFrame(columns=['a']), + DataFrame(columns=['a', 'a']), + DataFrame(columns=['a', 'b']), + DataFrame(np.arange(10).reshape((5, 2))), + DataFrame(np.arange(25).reshape((5, 5))), + DataFrame(np.arange(25).reshape((5, 5)), + columns=['a', 'b', 99, 'd', 'd'])] + + [DataFrame(s) for s in create_series()]) + + def is_constant(x): + values = x.values.ravel() + return len(set(values[notna(values)])) == 1 + + def no_nans(x): + return x.notna().all().all() + + # data is a tuple(object, is_contant, no_nans) + data = create_series() + create_dataframes() + + return [(x, is_constant(x), no_nans(x)) for x in data] + + +_consistency_data = _create_consistency_data() + + +def _rolling_consistency_cases(): + for window in [1, 2, 3, 10, 20]: + for min_periods in set([0, 1, 2, 3, 4, window]): + if min_periods and (min_periods > window): + continue + for center in [False, True]: + yield window, min_periods, center + + +class TestMomentsConsistency(Base): + base_functions = [ + (lambda v: Series(v).count(), None, 'count'), + (lambda v: Series(v).max(), None, 'max'), + (lambda v: Series(v).min(), None, 'min'), + (lambda v: Series(v).sum(), None, 'sum'), + (lambda v: Series(v).mean(), None, 'mean'), + (lambda v: Series(v).std(), 1, 'std'), + (lambda v: Series(v).cov(Series(v)), None, 'cov'), + (lambda v: Series(v).corr(Series(v)), None, 'corr'), + (lambda v: Series(v).var(), 1, 'var'), + + # restore once GH 8086 is fixed + # lambda v: Series(v).skew(), 3, 'skew'), + # (lambda v: Series(v).kurt(), 4, 'kurt'), + + # restore once GH 8084 is fixed + # lambda v: Series(v).quantile(0.3), None, 'quantile'), + + (lambda v: Series(v).median(), None, 'median'), + (np.nanmax, 1, 'max'), + (np.nanmin, 1, 'min'), + (np.nansum, 1, 'sum'), + (np.nanmean, 1, 'mean'), + (lambda v: np.nanstd(v, ddof=1), 1, 'std'), + (lambda v: np.nanvar(v, ddof=1), 1, 'var'), + (np.nanmedian, 1, 'median'), + ] + no_nan_functions = [ + (np.max, None, 'max'), + (np.min, None, 'min'), + (np.sum, None, 'sum'), + (np.mean, None, 'mean'), + (lambda v: np.std(v, ddof=1), 1, 'std'), + (lambda v: np.var(v, ddof=1), 1, 'var'), + (np.median, None, 'median'), + ] + + def _create_data(self): + super(TestMomentsConsistency, self)._create_data() + self.data = _consistency_data + + def setup_method(self, method): + self._create_data() + + def _test_moments_consistency(self, min_periods, count, mean, mock_mean, + corr, var_unbiased=None, std_unbiased=None, + cov_unbiased=None, var_biased=None, + std_biased=None, cov_biased=None, + var_debiasing_factors=None): + def _non_null_values(x): + values = x.values.ravel() + return set(values[notna(values)].tolist()) + + for (x, is_constant, no_nans) in self.data: + count_x = count(x) + mean_x = mean(x) + + if mock_mean: + # check that mean equals mock_mean + expected = mock_mean(x) + assert_equal(mean_x, expected.astype('float64')) + + # check that correlation of a series with itself is either 1 or NaN + corr_x_x = corr(x, x) + + # assert _non_null_values(corr_x_x).issubset(set([1.])) + # restore once rolling_cov(x, x) is identically equal to var(x) + + if is_constant: + exp = x.max() if isinstance(x, Series) else x.max().max() + + # check mean of constant series + expected = x * np.nan + expected[count_x >= max(min_periods, 1)] = exp + assert_equal(mean_x, expected) + + # check correlation of constant series with itself is NaN + expected[:] = np.nan + assert_equal(corr_x_x, expected) + + if var_unbiased and var_biased and var_debiasing_factors: + # check variance debiasing factors + var_unbiased_x = var_unbiased(x) + var_biased_x = var_biased(x) + var_debiasing_factors_x = var_debiasing_factors(x) + assert_equal(var_unbiased_x, var_biased_x * + var_debiasing_factors_x) + + for (std, var, cov) in [(std_biased, var_biased, cov_biased), + (std_unbiased, var_unbiased, cov_unbiased) + ]: + + # check that var(x), std(x), and cov(x) are all >= 0 + var_x = var(x) + std_x = std(x) + assert not (var_x < 0).any().any() + assert not (std_x < 0).any().any() + if cov: + cov_x_x = cov(x, x) + assert not (cov_x_x < 0).any().any() + + # check that var(x) == cov(x, x) + assert_equal(var_x, cov_x_x) + + # check that var(x) == std(x)^2 + assert_equal(var_x, std_x * std_x) + + if var is var_biased: + # check that biased var(x) == mean(x^2) - mean(x)^2 + mean_x2 = mean(x * x) + assert_equal(var_x, mean_x2 - (mean_x * mean_x)) + + if is_constant: + # check that variance of constant series is identically 0 + assert not (var_x > 0).any().any() + expected = x * np.nan + expected[count_x >= max(min_periods, 1)] = 0. + if var is var_unbiased: + expected[count_x < 2] = np.nan + assert_equal(var_x, expected) + + if isinstance(x, Series): + for (y, is_constant, no_nans) in self.data: + if not x.isna().equals(y.isna()): + # can only easily test two Series with similar + # structure + continue + + # check that cor(x, y) is symmetric + corr_x_y = corr(x, y) + corr_y_x = corr(y, x) + assert_equal(corr_x_y, corr_y_x) + + if cov: + # check that cov(x, y) is symmetric + cov_x_y = cov(x, y) + cov_y_x = cov(y, x) + assert_equal(cov_x_y, cov_y_x) + + # check that cov(x, y) == (var(x+y) - var(x) - + # var(y)) / 2 + var_x_plus_y = var(x + y) + var_y = var(y) + assert_equal(cov_x_y, 0.5 * + (var_x_plus_y - var_x - var_y)) + + # check that corr(x, y) == cov(x, y) / (std(x) * + # std(y)) + std_y = std(y) + assert_equal(corr_x_y, cov_x_y / (std_x * std_y)) + + if cov is cov_biased: + # check that biased cov(x, y) == mean(x*y) - + # mean(x)*mean(y) + mean_y = mean(y) + mean_x_times_y = mean(x * y) + assert_equal(cov_x_y, mean_x_times_y - + (mean_x * mean_y)) + + @pytest.mark.slow + @pytest.mark.parametrize( + 'min_periods, adjust, ignore_na', product([0, 1, 2, 3, 4], + [True, False], + [False, True])) + def test_ewm_consistency(self, min_periods, adjust, ignore_na): + def _weights(s, com, adjust, ignore_na): + if isinstance(s, DataFrame): + if not len(s.columns): + return DataFrame(index=s.index, columns=s.columns) + w = concat([ + _weights(s.iloc[:, i], com=com, adjust=adjust, + ignore_na=ignore_na) + for i, _ in enumerate(s.columns)], axis=1) + w.index = s.index + w.columns = s.columns + return w + + w = Series(np.nan, index=s.index) + alpha = 1. / (1. + com) + if ignore_na: + w[s.notna()] = _weights(s[s.notna()], com=com, + adjust=adjust, ignore_na=False) + elif adjust: + for i in range(len(s)): + if s.iat[i] == s.iat[i]: + w.iat[i] = pow(1. / (1. - alpha), i) + else: + sum_wts = 0. + prev_i = -1 + for i in range(len(s)): + if s.iat[i] == s.iat[i]: + if prev_i == -1: + w.iat[i] = 1. + else: + w.iat[i] = alpha * sum_wts / pow(1. - alpha, + i - prev_i) + sum_wts += w.iat[i] + prev_i = i + return w + + def _variance_debiasing_factors(s, com, adjust, ignore_na): + weights = _weights(s, com=com, adjust=adjust, ignore_na=ignore_na) + cum_sum = weights.cumsum().fillna(method='ffill') + cum_sum_sq = (weights * weights).cumsum().fillna(method='ffill') + numerator = cum_sum * cum_sum + denominator = numerator - cum_sum_sq + denominator[denominator <= 0.] = np.nan + return numerator / denominator + + def _ewma(s, com, min_periods, adjust, ignore_na): + weights = _weights(s, com=com, adjust=adjust, ignore_na=ignore_na) + result = s.multiply(weights).cumsum().divide(weights.cumsum( + )).fillna(method='ffill') + result[s.expanding().count() < (max(min_periods, 1) if min_periods + else 1)] = np.nan + return result + + com = 3. + # test consistency between different ewm* moments + self._test_moments_consistency( + min_periods=min_periods, + count=lambda x: x.expanding().count(), + mean=lambda x: x.ewm(com=com, min_periods=min_periods, + adjust=adjust, + ignore_na=ignore_na).mean(), + mock_mean=lambda x: _ewma(x, com=com, + min_periods=min_periods, + adjust=adjust, + ignore_na=ignore_na), + corr=lambda x, y: x.ewm(com=com, min_periods=min_periods, + adjust=adjust, + ignore_na=ignore_na).corr(y), + var_unbiased=lambda x: ( + x.ewm(com=com, min_periods=min_periods, + adjust=adjust, + ignore_na=ignore_na).var(bias=False)), + std_unbiased=lambda x: ( + x.ewm(com=com, min_periods=min_periods, + adjust=adjust, ignore_na=ignore_na) + .std(bias=False)), + cov_unbiased=lambda x, y: ( + x.ewm(com=com, min_periods=min_periods, + adjust=adjust, ignore_na=ignore_na) + .cov(y, bias=False)), + var_biased=lambda x: ( + x.ewm(com=com, min_periods=min_periods, + adjust=adjust, ignore_na=ignore_na) + .var(bias=True)), + std_biased=lambda x: x.ewm(com=com, min_periods=min_periods, + adjust=adjust, + ignore_na=ignore_na).std(bias=True), + cov_biased=lambda x, y: ( + x.ewm(com=com, min_periods=min_periods, + adjust=adjust, ignore_na=ignore_na) + .cov(y, bias=True)), + var_debiasing_factors=lambda x: ( + _variance_debiasing_factors(x, com=com, adjust=adjust, + ignore_na=ignore_na))) + + @pytest.mark.slow + @pytest.mark.parametrize( + 'min_periods', [0, 1, 2, 3, 4]) + def test_expanding_consistency(self, min_periods): + + # suppress warnings about empty slices, as we are deliberately testing + # with empty/0-length Series/DataFrames + with warnings.catch_warnings(): + warnings.filterwarnings("ignore", + message=".*(empty slice|0 for slice).*", + category=RuntimeWarning) + + # test consistency between different expanding_* moments + self._test_moments_consistency( + min_periods=min_periods, + count=lambda x: x.expanding().count(), + mean=lambda x: x.expanding( + min_periods=min_periods).mean(), + mock_mean=lambda x: x.expanding( + min_periods=min_periods).sum() / x.expanding().count(), + corr=lambda x, y: x.expanding( + min_periods=min_periods).corr(y), + var_unbiased=lambda x: x.expanding( + min_periods=min_periods).var(), + std_unbiased=lambda x: x.expanding( + min_periods=min_periods).std(), + cov_unbiased=lambda x, y: x.expanding( + min_periods=min_periods).cov(y), + var_biased=lambda x: x.expanding( + min_periods=min_periods).var(ddof=0), + std_biased=lambda x: x.expanding( + min_periods=min_periods).std(ddof=0), + cov_biased=lambda x, y: x.expanding( + min_periods=min_periods).cov(y, ddof=0), + var_debiasing_factors=lambda x: ( + x.expanding().count() / + (x.expanding().count() - 1.) + .replace(0., np.nan))) + + # test consistency between expanding_xyz() and either (a) + # expanding_apply of Series.xyz(), or (b) expanding_apply of + # np.nanxyz() + for (x, is_constant, no_nans) in self.data: + functions = self.base_functions + + # GH 8269 + if no_nans: + functions = self.base_functions + self.no_nan_functions + for (f, require_min_periods, name) in functions: + expanding_f = getattr( + x.expanding(min_periods=min_periods), name) + + if (require_min_periods and + (min_periods is not None) and + (min_periods < require_min_periods)): + continue + + if name == 'count': + expanding_f_result = expanding_f() + expanding_apply_f_result = x.expanding( + min_periods=0).apply(func=f) + else: + if name in ['cov', 'corr']: + expanding_f_result = expanding_f( + pairwise=False) + else: + expanding_f_result = expanding_f() + expanding_apply_f_result = x.expanding( + min_periods=min_periods).apply(func=f) + + # GH 9422 + if name in ['sum', 'prod']: + assert_equal(expanding_f_result, + expanding_apply_f_result) + + @pytest.mark.slow + @pytest.mark.parametrize( + 'window,min_periods,center', list(_rolling_consistency_cases())) + def test_rolling_consistency(self, window, min_periods, center): + + # suppress warnings about empty slices, as we are deliberately testing + # with empty/0-length Series/DataFrames + with warnings.catch_warnings(): + warnings.filterwarnings("ignore", + message=".*(empty slice|0 for slice).*", + category=RuntimeWarning) + + # test consistency between different rolling_* moments + self._test_moments_consistency( + min_periods=min_periods, + count=lambda x: ( + x.rolling(window=window, center=center) + .count()), + mean=lambda x: ( + x.rolling(window=window, min_periods=min_periods, + center=center).mean()), + mock_mean=lambda x: ( + x.rolling(window=window, + min_periods=min_periods, + center=center).sum() + .divide(x.rolling(window=window, + min_periods=min_periods, + center=center).count())), + corr=lambda x, y: ( + x.rolling(window=window, min_periods=min_periods, + center=center).corr(y)), + + var_unbiased=lambda x: ( + x.rolling(window=window, min_periods=min_periods, + center=center).var()), + + std_unbiased=lambda x: ( + x.rolling(window=window, min_periods=min_periods, + center=center).std()), + + cov_unbiased=lambda x, y: ( + x.rolling(window=window, min_periods=min_periods, + center=center).cov(y)), + + var_biased=lambda x: ( + x.rolling(window=window, min_periods=min_periods, + center=center).var(ddof=0)), + + std_biased=lambda x: ( + x.rolling(window=window, min_periods=min_periods, + center=center).std(ddof=0)), + + cov_biased=lambda x, y: ( + x.rolling(window=window, min_periods=min_periods, + center=center).cov(y, ddof=0)), + var_debiasing_factors=lambda x: ( + x.rolling(window=window, center=center).count() + .divide((x.rolling(window=window, center=center) + .count() - 1.) + .replace(0., np.nan)))) + + # test consistency between rolling_xyz() and either (a) + # rolling_apply of Series.xyz(), or (b) rolling_apply of + # np.nanxyz() + for (x, is_constant, no_nans) in self.data: + functions = self.base_functions + + # GH 8269 + if no_nans: + functions = self.base_functions + self.no_nan_functions + for (f, require_min_periods, name) in functions: + rolling_f = getattr( + x.rolling(window=window, center=center, + min_periods=min_periods), name) + + if require_min_periods and ( + min_periods is not None) and ( + min_periods < require_min_periods): + continue + + if name == 'count': + rolling_f_result = rolling_f() + rolling_apply_f_result = x.rolling( + window=window, min_periods=0, + center=center).apply(func=f) + else: + if name in ['cov', 'corr']: + rolling_f_result = rolling_f( + pairwise=False) + else: + rolling_f_result = rolling_f() + rolling_apply_f_result = x.rolling( + window=window, min_periods=min_periods, + center=center).apply(func=f) + + # GH 9422 + if name in ['sum', 'prod']: + assert_equal(rolling_f_result, + rolling_apply_f_result) + + # binary moments + def test_rolling_cov(self): + A = self.series + B = A + randn(len(A)) + + result = A.rolling(window=50, min_periods=25).cov(B) + tm.assert_almost_equal(result[-1], np.cov(A[-50:], B[-50:])[0, 1]) + + def test_rolling_cov_pairwise(self): + self._check_pairwise_moment('rolling', 'cov', window=10, min_periods=5) + + def test_rolling_corr(self): + A = self.series + B = A + randn(len(A)) + + result = A.rolling(window=50, min_periods=25).corr(B) + tm.assert_almost_equal(result[-1], np.corrcoef(A[-50:], B[-50:])[0, 1]) + + # test for correct bias correction + a = tm.makeTimeSeries() + b = tm.makeTimeSeries() + a[:5] = np.nan + b[:10] = np.nan + + result = a.rolling(window=len(a), min_periods=1).corr(b) + tm.assert_almost_equal(result[-1], a.corr(b)) + + def test_rolling_corr_pairwise(self): + self._check_pairwise_moment('rolling', 'corr', window=10, + min_periods=5) + + @pytest.mark.parametrize('window', range(7)) + def test_rolling_corr_with_zero_variance(self, window): + # GH 18430 + s = pd.Series(np.zeros(20)) + other = pd.Series(np.arange(20)) + + assert s.rolling(window=window).corr(other=other).isna().all() + + def _check_pairwise_moment(self, dispatch, name, **kwargs): + def get_result(obj, obj2=None): + return getattr(getattr(obj, dispatch)(**kwargs), name)(obj2) + + result = get_result(self.frame) + result = result.loc[(slice(None), 1), 5] + result.index = result.index.droplevel(1) + expected = get_result(self.frame[1], self.frame[5]) + tm.assert_series_equal(result, expected, check_names=False) + + def test_flex_binary_moment(self): + # GH3155 + # don't blow the stack + pytest.raises(TypeError, rwindow._flex_binary_moment, 5, 6, None) + + def test_corr_sanity(self): + # GH 3155 + df = DataFrame(np.array( + [[0.87024726, 0.18505595], [0.64355431, 0.3091617], + [0.92372966, 0.50552513], [0.00203756, 0.04520709], + [0.84780328, 0.33394331], [0.78369152, 0.63919667]])) + + res = df[0].rolling(5, center=True).corr(df[1]) + assert all(np.abs(np.nan_to_num(x)) <= 1 for x in res) + + # and some fuzzing + for _ in range(10): + df = DataFrame(np.random.rand(30, 2)) + res = df[0].rolling(5, center=True).corr(df[1]) + try: + assert all(np.abs(np.nan_to_num(x)) <= 1 for x in res) + except AssertionError: + print(res) + + def test_flex_binary_frame(self): + def _check(method): + series = self.frame[1] + + res = getattr(series.rolling(window=10), method)(self.frame) + res2 = getattr(self.frame.rolling(window=10), method)(series) + exp = self.frame.apply(lambda x: getattr( + series.rolling(window=10), method)(x)) + + tm.assert_frame_equal(res, exp) + tm.assert_frame_equal(res2, exp) + + frame2 = self.frame.copy() + frame2.values[:] = np.random.randn(*frame2.shape) + + res3 = getattr(self.frame.rolling(window=10), method)(frame2) + exp = DataFrame(dict((k, getattr(self.frame[k].rolling( + window=10), method)(frame2[k])) for k in self.frame)) + tm.assert_frame_equal(res3, exp) + + methods = ['corr', 'cov'] + for meth in methods: + _check(meth) + + def test_ewmcov(self): + self._check_binary_ew('cov') + + def test_ewmcov_pairwise(self): + self._check_pairwise_moment('ewm', 'cov', span=10, min_periods=5) + + def test_ewmcorr(self): + self._check_binary_ew('corr') + + def test_ewmcorr_pairwise(self): + self._check_pairwise_moment('ewm', 'corr', span=10, min_periods=5) + + def _check_binary_ew(self, name): + def func(A, B, com, **kwargs): + return getattr(A.ewm(com, **kwargs), name)(B) + + A = Series(randn(50), index=np.arange(50)) + B = A[2:] + randn(48) + + A[:10] = np.NaN + B[-10:] = np.NaN + + result = func(A, B, 20, min_periods=5) + assert np.isnan(result.values[:14]).all() + assert not np.isnan(result.values[14:]).any() + + # GH 7898 + for min_periods in (0, 1, 2): + result = func(A, B, 20, min_periods=min_periods) + # binary functions (ewmcov, ewmcorr) with bias=False require at + # least two values + assert np.isnan(result.values[:11]).all() + assert not np.isnan(result.values[11:]).any() + + # check series of length 0 + result = func(Series([]), Series([]), 50, min_periods=min_periods) + tm.assert_series_equal(result, Series([])) + + # check series of length 1 + result = func( + Series([1.]), Series([1.]), 50, min_periods=min_periods) + tm.assert_series_equal(result, Series([np.NaN])) + + pytest.raises(Exception, func, A, randn(50), 20, min_periods=5) + + def test_expanding_apply_args_kwargs(self): + def mean_w_arg(x, const): + return np.mean(x) + const + + df = DataFrame(np.random.rand(20, 3)) + + expected = df.expanding().apply(np.mean) + 20. + + tm.assert_frame_equal(df.expanding().apply(mean_w_arg, args=(20, )), + expected) + tm.assert_frame_equal(df.expanding().apply(mean_w_arg, + kwargs={'const': 20}), + expected) + + def test_expanding_corr(self): + A = self.series.dropna() + B = (A + randn(len(A)))[:-5] + + result = A.expanding().corr(B) + + rolling_result = A.rolling(window=len(A), min_periods=1).corr(B) + + tm.assert_almost_equal(rolling_result, result) + + def test_expanding_count(self): + result = self.series.expanding().count() + tm.assert_almost_equal(result, self.series.rolling( + window=len(self.series)).count()) + + def test_expanding_quantile(self): + result = self.series.expanding().quantile(0.5) + + rolling_result = self.series.rolling(window=len(self.series), + min_periods=1).quantile(0.5) + + tm.assert_almost_equal(result, rolling_result) + + def test_expanding_cov(self): + A = self.series + B = (A + randn(len(A)))[:-5] + + result = A.expanding().cov(B) + + rolling_result = A.rolling(window=len(A), min_periods=1).cov(B) + + tm.assert_almost_equal(rolling_result, result) + + def test_expanding_cov_pairwise(self): + result = self.frame.expanding().corr() + + rolling_result = self.frame.rolling(window=len(self.frame), + min_periods=1).corr() + + tm.assert_frame_equal(result, rolling_result) + + def test_expanding_corr_pairwise(self): + result = self.frame.expanding().corr() + + rolling_result = self.frame.rolling(window=len(self.frame), + min_periods=1).corr() + tm.assert_frame_equal(result, rolling_result) + + def test_expanding_cov_diff_index(self): + # GH 7512 + s1 = Series([1, 2, 3], index=[0, 1, 2]) + s2 = Series([1, 3], index=[0, 2]) + result = s1.expanding().cov(s2) + expected = Series([None, None, 2.0]) + tm.assert_series_equal(result, expected) + + s2a = Series([1, None, 3], index=[0, 1, 2]) + result = s1.expanding().cov(s2a) + tm.assert_series_equal(result, expected) + + s1 = Series([7, 8, 10], index=[0, 1, 3]) + s2 = Series([7, 9, 10], index=[0, 2, 3]) + result = s1.expanding().cov(s2) + expected = Series([None, None, None, 4.5]) + tm.assert_series_equal(result, expected) + + def test_expanding_corr_diff_index(self): + # GH 7512 + s1 = Series([1, 2, 3], index=[0, 1, 2]) + s2 = Series([1, 3], index=[0, 2]) + result = s1.expanding().corr(s2) + expected = Series([None, None, 1.0]) + tm.assert_series_equal(result, expected) + + s2a = Series([1, None, 3], index=[0, 1, 2]) + result = s1.expanding().corr(s2a) + tm.assert_series_equal(result, expected) + + s1 = Series([7, 8, 10], index=[0, 1, 3]) + s2 = Series([7, 9, 10], index=[0, 2, 3]) + result = s1.expanding().corr(s2) + expected = Series([None, None, None, 1.]) + tm.assert_series_equal(result, expected) + + def test_rolling_cov_diff_length(self): + # GH 7512 + s1 = Series([1, 2, 3], index=[0, 1, 2]) + s2 = Series([1, 3], index=[0, 2]) + result = s1.rolling(window=3, min_periods=2).cov(s2) + expected = Series([None, None, 2.0]) + tm.assert_series_equal(result, expected) + + s2a = Series([1, None, 3], index=[0, 1, 2]) + result = s1.rolling(window=3, min_periods=2).cov(s2a) + tm.assert_series_equal(result, expected) + + def test_rolling_corr_diff_length(self): + # GH 7512 + s1 = Series([1, 2, 3], index=[0, 1, 2]) + s2 = Series([1, 3], index=[0, 2]) + result = s1.rolling(window=3, min_periods=2).corr(s2) + expected = Series([None, None, 1.0]) + tm.assert_series_equal(result, expected) + + s2a = Series([1, None, 3], index=[0, 1, 2]) + result = s1.rolling(window=3, min_periods=2).corr(s2a) + tm.assert_series_equal(result, expected) + + def test_rolling_functions_window_non_shrinkage(self): + # GH 7764 + s = Series(range(4)) + s_expected = Series(np.nan, index=s.index) + df = DataFrame([[1, 5], [3, 2], [3, 9], [-1, 0]], columns=['A', 'B']) + df_expected = DataFrame(np.nan, index=df.index, columns=df.columns) + + functions = [lambda x: (x.rolling(window=10, min_periods=5) + .cov(x, pairwise=False)), + lambda x: (x.rolling(window=10, min_periods=5) + .corr(x, pairwise=False)), + lambda x: x.rolling(window=10, min_periods=5).max(), + lambda x: x.rolling(window=10, min_periods=5).min(), + lambda x: x.rolling(window=10, min_periods=5).sum(), + lambda x: x.rolling(window=10, min_periods=5).mean(), + lambda x: x.rolling(window=10, min_periods=5).std(), + lambda x: x.rolling(window=10, min_periods=5).var(), + lambda x: x.rolling(window=10, min_periods=5).skew(), + lambda x: x.rolling(window=10, min_periods=5).kurt(), + lambda x: x.rolling( + window=10, min_periods=5).quantile(quantile=0.5), + lambda x: x.rolling(window=10, min_periods=5).median(), + lambda x: x.rolling(window=10, min_periods=5).apply(sum), + lambda x: x.rolling(win_type='boxcar', + window=10, min_periods=5).mean()] + for f in functions: + try: + s_result = f(s) + tm.assert_series_equal(s_result, s_expected) + + df_result = f(df) + tm.assert_frame_equal(df_result, df_expected) + except (ImportError): + + # scipy needed for rolling_window + continue + + def test_rolling_functions_window_non_shrinkage_binary(self): + + # corr/cov return a MI DataFrame + df = DataFrame([[1, 5], [3, 2], [3, 9], [-1, 0]], + columns=Index(['A', 'B'], name='foo'), + index=Index(range(4), name='bar')) + df_expected = DataFrame( + columns=Index(['A', 'B'], name='foo'), + index=pd.MultiIndex.from_product([df.index, df.columns], + names=['bar', 'foo']), + dtype='float64') + functions = [lambda x: (x.rolling(window=10, min_periods=5) + .cov(x, pairwise=True)), + lambda x: (x.rolling(window=10, min_periods=5) + .corr(x, pairwise=True))] + for f in functions: + df_result = f(df) + tm.assert_frame_equal(df_result, df_expected) + + def test_moment_functions_zero_length(self): + # GH 8056 + s = Series() + s_expected = s + df1 = DataFrame() + df1_expected = df1 + df2 = DataFrame(columns=['a']) + df2['a'] = df2['a'].astype('float64') + df2_expected = df2 + + functions = [lambda x: x.expanding().count(), + lambda x: x.expanding(min_periods=5).cov( + x, pairwise=False), + lambda x: x.expanding(min_periods=5).corr( + x, pairwise=False), + lambda x: x.expanding(min_periods=5).max(), + lambda x: x.expanding(min_periods=5).min(), + lambda x: x.expanding(min_periods=5).sum(), + lambda x: x.expanding(min_periods=5).mean(), + lambda x: x.expanding(min_periods=5).std(), + lambda x: x.expanding(min_periods=5).var(), + lambda x: x.expanding(min_periods=5).skew(), + lambda x: x.expanding(min_periods=5).kurt(), + lambda x: x.expanding(min_periods=5).quantile(0.5), + lambda x: x.expanding(min_periods=5).median(), + lambda x: x.expanding(min_periods=5).apply(sum), + lambda x: x.rolling(window=10).count(), + lambda x: x.rolling(window=10, min_periods=5).cov( + x, pairwise=False), + lambda x: x.rolling(window=10, min_periods=5).corr( + x, pairwise=False), + lambda x: x.rolling(window=10, min_periods=5).max(), + lambda x: x.rolling(window=10, min_periods=5).min(), + lambda x: x.rolling(window=10, min_periods=5).sum(), + lambda x: x.rolling(window=10, min_periods=5).mean(), + lambda x: x.rolling(window=10, min_periods=5).std(), + lambda x: x.rolling(window=10, min_periods=5).var(), + lambda x: x.rolling(window=10, min_periods=5).skew(), + lambda x: x.rolling(window=10, min_periods=5).kurt(), + lambda x: x.rolling( + window=10, min_periods=5).quantile(0.5), + lambda x: x.rolling(window=10, min_periods=5).median(), + lambda x: x.rolling(window=10, min_periods=5).apply(sum), + lambda x: x.rolling(win_type='boxcar', + window=10, min_periods=5).mean(), + ] + for f in functions: + try: + s_result = f(s) + tm.assert_series_equal(s_result, s_expected) + + df1_result = f(df1) + tm.assert_frame_equal(df1_result, df1_expected) + + df2_result = f(df2) + tm.assert_frame_equal(df2_result, df2_expected) + except (ImportError): + + # scipy needed for rolling_window + continue + + def test_moment_functions_zero_length_pairwise(self): + + df1 = DataFrame() + df1_expected = df1 + df2 = DataFrame(columns=Index(['a'], name='foo'), + index=Index([], name='bar')) + df2['a'] = df2['a'].astype('float64') + + df1_expected = DataFrame( + index=pd.MultiIndex.from_product([df1.index, df1.columns]), + columns=Index([])) + df2_expected = DataFrame( + index=pd.MultiIndex.from_product([df2.index, df2.columns], + names=['bar', 'foo']), + columns=Index(['a'], name='foo'), + dtype='float64') + + functions = [lambda x: (x.expanding(min_periods=5) + .cov(x, pairwise=True)), + lambda x: (x.expanding(min_periods=5) + .corr(x, pairwise=True)), + lambda x: (x.rolling(window=10, min_periods=5) + .cov(x, pairwise=True)), + lambda x: (x.rolling(window=10, min_periods=5) + .corr(x, pairwise=True)), + ] + for f in functions: + df1_result = f(df1) + tm.assert_frame_equal(df1_result, df1_expected) + + df2_result = f(df2) + tm.assert_frame_equal(df2_result, df2_expected) + + def test_expanding_cov_pairwise_diff_length(self): + # GH 7512 + df1 = DataFrame([[1, 5], [3, 2], [3, 9]], + columns=Index(['A', 'B'], name='foo')) + df1a = DataFrame([[1, 5], [3, 9]], + index=[0, 2], + columns=Index(['A', 'B'], name='foo')) + df2 = DataFrame([[5, 6], [None, None], [2, 1]], + columns=Index(['X', 'Y'], name='foo')) + df2a = DataFrame([[5, 6], [2, 1]], + index=[0, 2], + columns=Index(['X', 'Y'], name='foo')) + # TODO: xref gh-15826 + # .loc is not preserving the names + result1 = df1.expanding().cov(df2a, pairwise=True).loc[2] + result2 = df1.expanding().cov(df2a, pairwise=True).loc[2] + result3 = df1a.expanding().cov(df2, pairwise=True).loc[2] + result4 = df1a.expanding().cov(df2a, pairwise=True).loc[2] + expected = DataFrame([[-3.0, -6.0], [-5.0, -10.0]], + columns=Index(['A', 'B'], name='foo'), + index=Index(['X', 'Y'], name='foo')) + tm.assert_frame_equal(result1, expected) + tm.assert_frame_equal(result2, expected) + tm.assert_frame_equal(result3, expected) + tm.assert_frame_equal(result4, expected) + + def test_expanding_corr_pairwise_diff_length(self): + # GH 7512 + df1 = DataFrame([[1, 2], [3, 2], [3, 4]], + columns=['A', 'B'], + index=Index(range(3), name='bar')) + df1a = DataFrame([[1, 2], [3, 4]], + index=Index([0, 2], name='bar'), + columns=['A', 'B']) + df2 = DataFrame([[5, 6], [None, None], [2, 1]], + columns=['X', 'Y'], + index=Index(range(3), name='bar')) + df2a = DataFrame([[5, 6], [2, 1]], + index=Index([0, 2], name='bar'), + columns=['X', 'Y']) + result1 = df1.expanding().corr(df2, pairwise=True).loc[2] + result2 = df1.expanding().corr(df2a, pairwise=True).loc[2] + result3 = df1a.expanding().corr(df2, pairwise=True).loc[2] + result4 = df1a.expanding().corr(df2a, pairwise=True).loc[2] + expected = DataFrame([[-1.0, -1.0], [-1.0, -1.0]], + columns=['A', 'B'], + index=Index(['X', 'Y'])) + tm.assert_frame_equal(result1, expected) + tm.assert_frame_equal(result2, expected) + tm.assert_frame_equal(result3, expected) + tm.assert_frame_equal(result4, expected) + + def test_rolling_skew_edge_cases(self): + + all_nan = Series([np.NaN] * 5) + + # yields all NaN (0 variance) + d = Series([1] * 5) + x = d.rolling(window=5).skew() + tm.assert_series_equal(all_nan, x) + + # yields all NaN (window too small) + d = Series(np.random.randn(5)) + x = d.rolling(window=2).skew() + tm.assert_series_equal(all_nan, x) + + # yields [NaN, NaN, NaN, 0.177994, 1.548824] + d = Series([-1.50837035, -0.1297039, 0.19501095, 1.73508164, 0.41941401 + ]) + expected = Series([np.NaN, np.NaN, np.NaN, 0.177994, 1.548824]) + x = d.rolling(window=4).skew() + tm.assert_series_equal(expected, x) + + def test_rolling_kurt_edge_cases(self): + + all_nan = Series([np.NaN] * 5) + + # yields all NaN (0 variance) + d = Series([1] * 5) + x = d.rolling(window=5).kurt() + tm.assert_series_equal(all_nan, x) + + # yields all NaN (window too small) + d = Series(np.random.randn(5)) + x = d.rolling(window=3).kurt() + tm.assert_series_equal(all_nan, x) + + # yields [NaN, NaN, NaN, 1.224307, 2.671499] + d = Series([-1.50837035, -0.1297039, 0.19501095, 1.73508164, 0.41941401 + ]) + expected = Series([np.NaN, np.NaN, np.NaN, 1.224307, 2.671499]) + x = d.rolling(window=4).kurt() + tm.assert_series_equal(expected, x) + + def test_rolling_skew_eq_value_fperr(self): + # #18804 all rolling skew for all equal values should return Nan + a = Series([1.1] * 15).rolling(window=10).skew() + assert np.isnan(a).all() + + def test_rolling_kurt_eq_value_fperr(self): + # #18804 all rolling kurt for all equal values should return Nan + a = Series([1.1] * 15).rolling(window=10).kurt() + assert np.isnan(a).all() + + @pytest.mark.parametrize('func,static_comp', [('sum', np.sum), + ('mean', np.mean), + ('max', np.max), + ('min', np.min)], + ids=['sum', 'mean', 'max', 'min']) + def test_expanding_func(self, func, static_comp): + def expanding_func(x, min_periods=1, center=False, axis=0): + exp = x.expanding(min_periods=min_periods, + center=center, axis=axis) + return getattr(exp, func)() + self._check_expanding(expanding_func, static_comp, preserve_nan=False) + + def test_expanding_apply(self): + + def expanding_mean(x, min_periods=1): + exp = x.expanding(min_periods=min_periods) + return exp.apply(lambda x: x.mean()) + + self._check_expanding(expanding_mean, np.mean) + + ser = Series([]) + tm.assert_series_equal(ser, ser.expanding().apply(lambda x: x.mean())) + + # GH 8080 + s = Series([None, None, None]) + result = s.expanding(min_periods=0).apply(lambda x: len(x)) + expected = Series([1., 2., 3.]) + tm.assert_series_equal(result, expected) + + def _check_expanding(self, func, static_comp, has_min_periods=True, + has_time_rule=True, preserve_nan=True): + + series_result = func(self.series) + assert isinstance(series_result, Series) + frame_result = func(self.frame) + assert isinstance(frame_result, DataFrame) + + result = func(self.series) + tm.assert_almost_equal(result[10], static_comp(self.series[:11])) + + if preserve_nan: + assert result.iloc[self._nan_locs].isna().all() + + ser = Series(randn(50)) + + if has_min_periods: + result = func(ser, min_periods=30) + assert result[:29].isna().all() + tm.assert_almost_equal(result.iloc[-1], static_comp(ser[:50])) + + # min_periods is working correctly + result = func(ser, min_periods=15) + assert isna(result.iloc[13]) + assert notna(result.iloc[14]) + + ser2 = Series(randn(20)) + result = func(ser2, min_periods=5) + assert isna(result[3]) + assert notna(result[4]) + + # min_periods=0 + result0 = func(ser, min_periods=0) + result1 = func(ser, min_periods=1) + tm.assert_almost_equal(result0, result1) + else: + result = func(ser) + tm.assert_almost_equal(result.iloc[-1], static_comp(ser[:50])) + + def test_rolling_max_gh6297(self): + """Replicate result expected in GH #6297""" + + indices = [datetime(1975, 1, i) for i in range(1, 6)] + # So that we can have 2 datapoints on one of the days + indices.append(datetime(1975, 1, 3, 6, 0)) + series = Series(range(1, 7), index=indices) + # Use floats instead of ints as values + series = series.map(lambda x: float(x)) + # Sort chronologically + series = series.sort_index() + + expected = Series([1.0, 2.0, 6.0, 4.0, 5.0], + index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) + x = series.resample('D').max().rolling(window=1).max() + tm.assert_series_equal(expected, x) + + def test_rolling_max_resample(self): + + indices = [datetime(1975, 1, i) for i in range(1, 6)] + # So that we can have 3 datapoints on last day (4, 10, and 20) + indices.append(datetime(1975, 1, 5, 1)) + indices.append(datetime(1975, 1, 5, 2)) + series = Series(list(range(0, 5)) + [10, 20], index=indices) + # Use floats instead of ints as values + series = series.map(lambda x: float(x)) + # Sort chronologically + series = series.sort_index() + + # Default how should be max + expected = Series([0.0, 1.0, 2.0, 3.0, 20.0], + index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) + x = series.resample('D').max().rolling(window=1).max() + tm.assert_series_equal(expected, x) + + # Now specify median (10.0) + expected = Series([0.0, 1.0, 2.0, 3.0, 10.0], + index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) + x = series.resample('D').median().rolling(window=1).max() + tm.assert_series_equal(expected, x) + + # Now specify mean (4+10+20)/3 + v = (4.0 + 10.0 + 20.0) / 3.0 + expected = Series([0.0, 1.0, 2.0, 3.0, v], + index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) + x = series.resample('D').mean().rolling(window=1).max() + tm.assert_series_equal(expected, x) + + def test_rolling_min_resample(self): + + indices = [datetime(1975, 1, i) for i in range(1, 6)] + # So that we can have 3 datapoints on last day (4, 10, and 20) + indices.append(datetime(1975, 1, 5, 1)) + indices.append(datetime(1975, 1, 5, 2)) + series = Series(list(range(0, 5)) + [10, 20], index=indices) + # Use floats instead of ints as values + series = series.map(lambda x: float(x)) + # Sort chronologically + series = series.sort_index() + + # Default how should be min + expected = Series([0.0, 1.0, 2.0, 3.0, 4.0], + index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) + r = series.resample('D').min().rolling(window=1) + tm.assert_series_equal(expected, r.min()) + + def test_rolling_median_resample(self): + + indices = [datetime(1975, 1, i) for i in range(1, 6)] + # So that we can have 3 datapoints on last day (4, 10, and 20) + indices.append(datetime(1975, 1, 5, 1)) + indices.append(datetime(1975, 1, 5, 2)) + series = Series(list(range(0, 5)) + [10, 20], index=indices) + # Use floats instead of ints as values + series = series.map(lambda x: float(x)) + # Sort chronologically + series = series.sort_index() + + # Default how should be median + expected = Series([0.0, 1.0, 2.0, 3.0, 10], + index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) + x = series.resample('D').median().rolling(window=1).median() + tm.assert_series_equal(expected, x) + + def test_rolling_median_memory_error(self): + # GH11722 + n = 20000 + Series(np.random.randn(n)).rolling(window=2, center=False).median() + Series(np.random.randn(n)).rolling(window=2, center=False).median() + + def test_rolling_min_max_numeric_types(self): + + # GH12373 + types_test = [np.dtype("f{}".format(width)) for width in [4, 8]] + types_test.extend([np.dtype("{}{}".format(sign, width)) + for width in [1, 2, 4, 8] for sign in "ui"]) + for data_type in types_test: + # Just testing that these don't throw exceptions and that + # the return type is float64. Other tests will cover quantitative + # correctness + result = (DataFrame(np.arange(20, dtype=data_type)) + .rolling(window=5).max()) + assert result.dtypes[0] == np.dtype("f8") + result = (DataFrame(np.arange(20, dtype=data_type)) + .rolling(window=5).min()) + assert result.dtypes[0] == np.dtype("f8") + + +class TestGrouperGrouping(object): + + def setup_method(self, method): + self.series = Series(np.arange(10)) + self.frame = DataFrame({'A': [1] * 20 + [2] * 12 + [3] * 8, + 'B': np.arange(40)}) + + def test_mutated(self): + + def f(): + self.frame.groupby('A', foo=1) + pytest.raises(TypeError, f) + + g = self.frame.groupby('A') + assert not g.mutated + g = self.frame.groupby('A', mutated=True) + assert g.mutated + + def test_getitem(self): + g = self.frame.groupby('A') + g_mutated = self.frame.groupby('A', mutated=True) + + expected = g_mutated.B.apply(lambda x: x.rolling(2).mean()) + + result = g.rolling(2).mean().B + tm.assert_series_equal(result, expected) + + result = g.rolling(2).B.mean() + tm.assert_series_equal(result, expected) + + result = g.B.rolling(2).mean() + tm.assert_series_equal(result, expected) + + result = self.frame.B.groupby(self.frame.A).rolling(2).mean() + tm.assert_series_equal(result, expected) + + def test_getitem_multiple(self): + + # GH 13174 + g = self.frame.groupby('A') + r = g.rolling(2) + g_mutated = self.frame.groupby('A', mutated=True) + expected = g_mutated.B.apply(lambda x: x.rolling(2).count()) + + result = r.B.count() + tm.assert_series_equal(result, expected) + + result = r.B.count() + tm.assert_series_equal(result, expected) + + def test_rolling(self): + g = self.frame.groupby('A') + r = g.rolling(window=4) + + for f in ['sum', 'mean', 'min', 'max', 'count', 'kurt', 'skew']: + + result = getattr(r, f)() + expected = g.apply(lambda x: getattr(x.rolling(4), f)()) + tm.assert_frame_equal(result, expected) + + for f in ['std', 'var']: + result = getattr(r, f)(ddof=1) + expected = g.apply(lambda x: getattr(x.rolling(4), f)(ddof=1)) + tm.assert_frame_equal(result, expected) + + result = r.quantile(0.5) + expected = g.apply(lambda x: x.rolling(4).quantile(0.5)) + tm.assert_frame_equal(result, expected) + + def test_rolling_corr_cov(self): + g = self.frame.groupby('A') + r = g.rolling(window=4) + + for f in ['corr', 'cov']: + result = getattr(r, f)(self.frame) + + def func(x): + return getattr(x.rolling(4), f)(self.frame) + expected = g.apply(func) + tm.assert_frame_equal(result, expected) + + result = getattr(r.B, f)(pairwise=True) + + def func(x): + return getattr(x.B.rolling(4), f)(pairwise=True) + expected = g.apply(func) + tm.assert_series_equal(result, expected) + + def test_rolling_apply(self): + g = self.frame.groupby('A') + r = g.rolling(window=4) + + # reduction + result = r.apply(lambda x: x.sum()) + expected = g.apply(lambda x: x.rolling(4).apply(lambda y: y.sum())) + tm.assert_frame_equal(result, expected) + + def test_expanding(self): + g = self.frame.groupby('A') + r = g.expanding() + + for f in ['sum', 'mean', 'min', 'max', 'count', 'kurt', 'skew']: + + result = getattr(r, f)() + expected = g.apply(lambda x: getattr(x.expanding(), f)()) + tm.assert_frame_equal(result, expected) + + for f in ['std', 'var']: + result = getattr(r, f)(ddof=0) + expected = g.apply(lambda x: getattr(x.expanding(), f)(ddof=0)) + tm.assert_frame_equal(result, expected) + + result = r.quantile(0.5) + expected = g.apply(lambda x: x.expanding().quantile(0.5)) + tm.assert_frame_equal(result, expected) + + def test_expanding_corr_cov(self): + g = self.frame.groupby('A') + r = g.expanding() + + for f in ['corr', 'cov']: + result = getattr(r, f)(self.frame) + + def func(x): + return getattr(x.expanding(), f)(self.frame) + expected = g.apply(func) + tm.assert_frame_equal(result, expected) + + result = getattr(r.B, f)(pairwise=True) + + def func(x): + return getattr(x.B.expanding(), f)(pairwise=True) + expected = g.apply(func) + tm.assert_series_equal(result, expected) + + def test_expanding_apply(self): + g = self.frame.groupby('A') + r = g.expanding() + + # reduction + result = r.apply(lambda x: x.sum()) + expected = g.apply(lambda x: x.expanding().apply(lambda y: y.sum())) + tm.assert_frame_equal(result, expected) + + +class TestRollingTS(object): + + # rolling time-series friendly + # xref GH13327 + + def setup_method(self, method): + + self.regular = DataFrame({'A': pd.date_range('20130101', + periods=5, + freq='s'), + 'B': range(5)}).set_index('A') + + self.ragged = DataFrame({'B': range(5)}) + self.ragged.index = [Timestamp('20130101 09:00:00'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:05'), + Timestamp('20130101 09:00:06')] + + def test_doc_string(self): + + df = DataFrame({'B': [0, 1, 2, np.nan, 4]}, + index=[Timestamp('20130101 09:00:00'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:05'), + Timestamp('20130101 09:00:06')]) + df + df.rolling('2s').sum() + + def test_valid(self): + + df = self.regular + + # not a valid freq + with pytest.raises(ValueError): + df.rolling(window='foobar') + + # not a datetimelike index + with pytest.raises(ValueError): + df.reset_index().rolling(window='foobar') + + # non-fixed freqs + for freq in ['2MS', pd.offsets.MonthBegin(2)]: + with pytest.raises(ValueError): + df.rolling(window=freq) + + for freq in ['1D', pd.offsets.Day(2), '2ms']: + df.rolling(window=freq) + + # non-integer min_periods + for minp in [1.0, 'foo', np.array([1, 2, 3])]: + with pytest.raises(ValueError): + df.rolling(window='1D', min_periods=minp) + + # center is not implemented + with pytest.raises(NotImplementedError): + df.rolling(window='1D', center=True) + + def test_on(self): + + df = self.regular + + # not a valid column + with pytest.raises(ValueError): + df.rolling(window='2s', on='foobar') + + # column is valid + df = df.copy() + df['C'] = pd.date_range('20130101', periods=len(df)) + df.rolling(window='2d', on='C').sum() + + # invalid columns + with pytest.raises(ValueError): + df.rolling(window='2d', on='B') + + # ok even though on non-selected + df.rolling(window='2d', on='C').B.sum() + + def test_monotonic_on(self): + + # on/index must be monotonic + df = DataFrame({'A': pd.date_range('20130101', + periods=5, + freq='s'), + 'B': range(5)}) + + assert df.A.is_monotonic + df.rolling('2s', on='A').sum() + + df = df.set_index('A') + assert df.index.is_monotonic + df.rolling('2s').sum() + + # non-monotonic + df.index = reversed(df.index.tolist()) + assert not df.index.is_monotonic + + with pytest.raises(ValueError): + df.rolling('2s').sum() + + df = df.reset_index() + with pytest.raises(ValueError): + df.rolling('2s', on='A').sum() + + def test_frame_on(self): + + df = DataFrame({'B': range(5), + 'C': pd.date_range('20130101 09:00:00', + periods=5, + freq='3s')}) + + df['A'] = [Timestamp('20130101 09:00:00'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:05'), + Timestamp('20130101 09:00:06')] + + # we are doing simulating using 'on' + expected = (df.set_index('A') + .rolling('2s') + .B + .sum() + .reset_index(drop=True) + ) + + result = (df.rolling('2s', on='A') + .B + .sum() + ) + tm.assert_series_equal(result, expected) + + # test as a frame + # we should be ignoring the 'on' as an aggregation column + # note that the expected is setting, computing, and resetting + # so the columns need to be switched compared + # to the actual result where they are ordered as in the + # original + expected = (df.set_index('A') + .rolling('2s')[['B']] + .sum() + .reset_index()[['B', 'A']] + ) + + result = (df.rolling('2s', on='A')[['B']] + .sum() + ) + tm.assert_frame_equal(result, expected) + + def test_frame_on2(self): + + # using multiple aggregation columns + df = DataFrame({'A': [0, 1, 2, 3, 4], + 'B': [0, 1, 2, np.nan, 4], + 'C': Index([Timestamp('20130101 09:00:00'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:05'), + Timestamp('20130101 09:00:06')])}, + columns=['A', 'C', 'B']) + + expected1 = DataFrame({'A': [0., 1, 3, 3, 7], + 'B': [0, 1, 3, np.nan, 4], + 'C': df['C']}, + columns=['A', 'C', 'B']) + + result = df.rolling('2s', on='C').sum() + expected = expected1 + tm.assert_frame_equal(result, expected) + + expected = Series([0, 1, 3, np.nan, 4], name='B') + result = df.rolling('2s', on='C').B.sum() + tm.assert_series_equal(result, expected) + + expected = expected1[['A', 'B', 'C']] + result = df.rolling('2s', on='C')[['A', 'B', 'C']].sum() + tm.assert_frame_equal(result, expected) + + def test_basic_regular(self): + + df = self.regular.copy() + + df.index = pd.date_range('20130101', periods=5, freq='D') + expected = df.rolling(window=1, min_periods=1).sum() + result = df.rolling(window='1D').sum() + tm.assert_frame_equal(result, expected) + + df.index = pd.date_range('20130101', periods=5, freq='2D') + expected = df.rolling(window=1, min_periods=1).sum() + result = df.rolling(window='2D', min_periods=1).sum() + tm.assert_frame_equal(result, expected) + + expected = df.rolling(window=1, min_periods=1).sum() + result = df.rolling(window='2D', min_periods=1).sum() + tm.assert_frame_equal(result, expected) + + expected = df.rolling(window=1).sum() + result = df.rolling(window='2D').sum() + tm.assert_frame_equal(result, expected) + + def test_min_periods(self): + + # compare for min_periods + df = self.regular + + # these slightly different + expected = df.rolling(2, min_periods=1).sum() + result = df.rolling('2s').sum() + tm.assert_frame_equal(result, expected) + + expected = df.rolling(2, min_periods=1).sum() + result = df.rolling('2s', min_periods=1).sum() + tm.assert_frame_equal(result, expected) + + def test_closed(self): + + # xref GH13965 + + df = DataFrame({'A': [1] * 5}, + index=[Timestamp('20130101 09:00:01'), + Timestamp('20130101 09:00:02'), + Timestamp('20130101 09:00:03'), + Timestamp('20130101 09:00:04'), + Timestamp('20130101 09:00:06')]) + + # closed must be 'right', 'left', 'both', 'neither' + with pytest.raises(ValueError): + self.regular.rolling(window='2s', closed="blabla") + + expected = df.copy() + expected["A"] = [1.0, 2, 2, 2, 1] + result = df.rolling('2s', closed='right').sum() + tm.assert_frame_equal(result, expected) + + # default should be 'right' + result = df.rolling('2s').sum() + tm.assert_frame_equal(result, expected) + + expected = df.copy() + expected["A"] = [1.0, 2, 3, 3, 2] + result = df.rolling('2s', closed='both').sum() + tm.assert_frame_equal(result, expected) + + expected = df.copy() + expected["A"] = [np.nan, 1.0, 2, 2, 1] + result = df.rolling('2s', closed='left').sum() + tm.assert_frame_equal(result, expected) + + expected = df.copy() + expected["A"] = [np.nan, 1.0, 1, 1, np.nan] + result = df.rolling('2s', closed='neither').sum() + tm.assert_frame_equal(result, expected) + + def test_ragged_sum(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 3, 7] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=2).sum() + expected = df.copy() + expected['B'] = [np.nan, np.nan, 3, np.nan, 7] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='3s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 5, 7] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='3s').sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 5, 7] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='4s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 6, 9] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='4s', min_periods=3).sum() + expected = df.copy() + expected['B'] = [np.nan, np.nan, 3, 6, 9] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).sum() + expected = df.copy() + expected['B'] = [0.0, 1, 3, 6, 10] + tm.assert_frame_equal(result, expected) + + def test_ragged_mean(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).mean() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).mean() + expected = df.copy() + expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] + tm.assert_frame_equal(result, expected) + + def test_ragged_median(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).median() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).median() + expected = df.copy() + expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] + tm.assert_frame_equal(result, expected) + + def test_ragged_quantile(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).quantile(0.5) + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).quantile(0.5) + expected = df.copy() + expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] + tm.assert_frame_equal(result, expected) + + def test_ragged_std(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).std(ddof=0) + expected = df.copy() + expected['B'] = [0.0] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='1s', min_periods=1).std(ddof=1) + expected = df.copy() + expected['B'] = [np.nan] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='3s', min_periods=1).std(ddof=0) + expected = df.copy() + expected['B'] = [0.0] + [0.5] * 4 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).std(ddof=1) + expected = df.copy() + expected['B'] = [np.nan, 0.707107, 1.0, 1.0, 1.290994] + tm.assert_frame_equal(result, expected) + + def test_ragged_var(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).var(ddof=0) + expected = df.copy() + expected['B'] = [0.0] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='1s', min_periods=1).var(ddof=1) + expected = df.copy() + expected['B'] = [np.nan] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='3s', min_periods=1).var(ddof=0) + expected = df.copy() + expected['B'] = [0.0] + [0.25] * 4 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).var(ddof=1) + expected = df.copy() + expected['B'] = [np.nan, 0.5, 1.0, 1.0, 1 + 2 / 3.] + tm.assert_frame_equal(result, expected) + + def test_ragged_skew(self): + + df = self.ragged + result = df.rolling(window='3s', min_periods=1).skew() + expected = df.copy() + expected['B'] = [np.nan] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).skew() + expected = df.copy() + expected['B'] = [np.nan] * 2 + [0.0, 0.0, 0.0] + tm.assert_frame_equal(result, expected) + + def test_ragged_kurt(self): + + df = self.ragged + result = df.rolling(window='3s', min_periods=1).kurt() + expected = df.copy() + expected['B'] = [np.nan] * 5 + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).kurt() + expected = df.copy() + expected['B'] = [np.nan] * 4 + [-1.2] + tm.assert_frame_equal(result, expected) + + def test_ragged_count(self): + + df = self.ragged + result = df.rolling(window='1s', min_periods=1).count() + expected = df.copy() + expected['B'] = [1.0, 1, 1, 1, 1] + tm.assert_frame_equal(result, expected) + + df = self.ragged + result = df.rolling(window='1s').count() + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).count() + expected = df.copy() + expected['B'] = [1.0, 1, 2, 1, 2] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=2).count() + expected = df.copy() + expected['B'] = [np.nan, np.nan, 2, np.nan, 2] + tm.assert_frame_equal(result, expected) + + def test_regular_min(self): + + df = DataFrame({'A': pd.date_range('20130101', + periods=5, + freq='s'), + 'B': [0.0, 1, 2, 3, 4]}).set_index('A') + result = df.rolling('1s').min() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + df = DataFrame({'A': pd.date_range('20130101', + periods=5, + freq='s'), + 'B': [5, 4, 3, 4, 5]}).set_index('A') + + tm.assert_frame_equal(result, expected) + result = df.rolling('2s').min() + expected = df.copy() + expected['B'] = [5.0, 4, 3, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling('5s').min() + expected = df.copy() + expected['B'] = [5.0, 4, 3, 3, 3] + tm.assert_frame_equal(result, expected) + + def test_ragged_min(self): + + df = self.ragged + + result = df.rolling(window='1s', min_periods=1).min() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).min() + expected = df.copy() + expected['B'] = [0.0, 1, 1, 3, 3] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).min() + expected = df.copy() + expected['B'] = [0.0, 0, 0, 1, 1] + tm.assert_frame_equal(result, expected) + + def test_perf_min(self): + + N = 10000 + + dfp = DataFrame({'B': np.random.randn(N)}, + index=pd.date_range('20130101', + periods=N, + freq='s')) + expected = dfp.rolling(2, min_periods=1).min() + result = dfp.rolling('2s').min() + assert ((result - expected) < 0.01).all().bool() + + expected = dfp.rolling(200, min_periods=1).min() + result = dfp.rolling('200s').min() + assert ((result - expected) < 0.01).all().bool() + + def test_ragged_max(self): + + df = self.ragged + + result = df.rolling(window='1s', min_periods=1).max() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).max() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).max() + expected = df.copy() + expected['B'] = [0.0, 1, 2, 3, 4] + tm.assert_frame_equal(result, expected) + + def test_ragged_apply(self): + + df = self.ragged + + f = lambda x: 1 + result = df.rolling(window='1s', min_periods=1).apply(f) + expected = df.copy() + expected['B'] = 1. + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='2s', min_periods=1).apply(f) + expected = df.copy() + expected['B'] = 1. + tm.assert_frame_equal(result, expected) + + result = df.rolling(window='5s', min_periods=1).apply(f) + expected = df.copy() + expected['B'] = 1. + tm.assert_frame_equal(result, expected) + + def test_all(self): + + # simple comparison of integer vs time-based windowing + df = self.regular * 2 + er = df.rolling(window=1) + r = df.rolling(window='1s') + + for f in ['sum', 'mean', 'count', 'median', 'std', + 'var', 'kurt', 'skew', 'min', 'max']: + + result = getattr(r, f)() + expected = getattr(er, f)() + tm.assert_frame_equal(result, expected) + + result = r.quantile(0.5) + expected = er.quantile(0.5) + tm.assert_frame_equal(result, expected) + + result = r.apply(lambda x: 1) + expected = er.apply(lambda x: 1) + tm.assert_frame_equal(result, expected) + + def test_all2(self): + + # more sophisticated comparison of integer vs. + # time-based windowing + df = DataFrame({'B': np.arange(50)}, + index=pd.date_range('20130101', + periods=50, freq='H') + ) + # in-range data + dft = df.between_time("09:00", "16:00") + + r = dft.rolling(window='5H') + + for f in ['sum', 'mean', 'count', 'median', 'std', + 'var', 'kurt', 'skew', 'min', 'max']: + + result = getattr(r, f)() + + # we need to roll the days separately + # to compare with a time-based roll + # finally groupby-apply will return a multi-index + # so we need to drop the day + def agg_by_day(x): + x = x.between_time("09:00", "16:00") + return getattr(x.rolling(5, min_periods=1), f)() + expected = df.groupby(df.index.day).apply( + agg_by_day).reset_index(level=0, drop=True) + + tm.assert_frame_equal(result, expected) + + def test_groupby_monotonic(self): + + # GH 15130 + # we don't need to validate monotonicity when grouping + + data = [ + ['David', '1/1/2015', 100], ['David', '1/5/2015', 500], + ['David', '5/30/2015', 50], ['David', '7/25/2015', 50], + ['Ryan', '1/4/2014', 100], ['Ryan', '1/19/2015', 500], + ['Ryan', '3/31/2016', 50], ['Joe', '7/1/2015', 100], + ['Joe', '9/9/2015', 500], ['Joe', '10/15/2015', 50]] + + df = DataFrame(data=data, columns=['name', 'date', 'amount']) + df['date'] = pd.to_datetime(df['date']) + + expected = df.set_index('date').groupby('name').apply( + lambda x: x.rolling('180D')['amount'].sum()) + result = df.groupby('name').rolling('180D', on='date')['amount'].sum() + tm.assert_series_equal(result, expected) + + def test_non_monotonic(self): + # GH 13966 (similar to #15130, closed by #15175) + + dates = pd.date_range(start='2016-01-01 09:30:00', + periods=20, freq='s') + df = DataFrame({'A': [1] * 20 + [2] * 12 + [3] * 8, + 'B': np.concatenate((dates, dates)), + 'C': np.arange(40)}) + + result = df.groupby('A').rolling('4s', on='B').C.mean() + expected = df.set_index('B').groupby('A').apply( + lambda x: x.rolling('4s')['C'].mean()) + tm.assert_series_equal(result, expected) + + df2 = df.sort_values('B') + result = df2.groupby('A').rolling('4s', on='B').C.mean() + tm.assert_series_equal(result, expected) + + def test_rolling_cov_offset(self): + # GH16058 + + idx = pd.date_range('2017-01-01', periods=24, freq='1h') + ss = Series(np.arange(len(idx)), index=idx) + + result = ss.rolling('2h').cov() + expected = Series([np.nan] + [0.5] * (len(idx) - 1), index=idx) + tm.assert_series_equal(result, expected) + + expected2 = ss.rolling(2, min_periods=1).cov() + tm.assert_series_equal(result, expected2) + + result = ss.rolling('3h').cov() + expected = Series([np.nan, 0.5] + [1.0] * (len(idx) - 2), index=idx) + tm.assert_series_equal(result, expected) + + expected2 = ss.rolling(3, min_periods=1).cov() + tm.assert_series_equal(result, expected2) From a6a5e963c91cca0eafb53131a4927d9392125327 Mon Sep 17 00:00:00 2001 From: Gilberto Olimpio Date: Mon, 12 Feb 2018 01:26:09 -0200 Subject: [PATCH 03/19] Merge branch 'master' into upstream/master --- doc/andrews_curve_winter.png | Bin 89733 -> 0 bytes doc/andrews_curves.png | Bin 100813 -> 0 bytes doc/area_plot_stacked.png | Bin 39014 -> 0 bytes doc/area_plot_unstacked.png | Bin 59220 -> 0 bytes doc/autocorrelation_plot.png | Bin 39206 -> 0 bytes doc/bar_plot_ex.png | Bin 5240 -> 0 bytes doc/bar_plot_multi_ex.png | Bin 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mode 100644 index dabdb1e8e689c..0000000000000 --- a/pandas/tests/test_window.py +++ /dev/null @@ -1,3755 +0,0 @@ -from itertools import product -import pytest -import warnings -from warnings import catch_warnings - -from datetime import datetime, timedelta -from numpy.random import randn -import numpy as np - -import pandas as pd -from pandas import (Series, DataFrame, bdate_range, - isna, notna, concat, Timestamp, Index) -import pandas.core.window as rwindow -import pandas.tseries.offsets as offsets -from pandas.core.base import SpecificationError -from pandas.errors import UnsupportedFunctionCall -from pandas.core.sorting import safe_sort -import pandas.util.testing as tm -import pandas.util._test_decorators as td -from pandas.compat import range, zip - -N, K = 100, 10 - - -def assert_equal(left, right): - if isinstance(left, Series): - tm.assert_series_equal(left, right) - else: - tm.assert_frame_equal(left, right) - - -class Base(object): - - _nan_locs = np.arange(20, 40) - _inf_locs = np.array([]) - - def _create_data(self): - arr = randn(N) - arr[self._nan_locs] = np.NaN - - self.arr = arr - self.rng = bdate_range(datetime(2009, 1, 1), periods=N) - self.series = Series(arr.copy(), index=self.rng) - self.frame = DataFrame(randn(N, K), index=self.rng, - columns=np.arange(K)) - - -class TestApi(Base): - - def setup_method(self, method): - self._create_data() - - def test_getitem(self): - - r = self.frame.rolling(window=5) - tm.assert_index_equal(r._selected_obj.columns, self.frame.columns) - - r = self.frame.rolling(window=5)[1] - assert r._selected_obj.name == self.frame.columns[1] - - # technically this is allowed - r = self.frame.rolling(window=5)[1, 3] - tm.assert_index_equal(r._selected_obj.columns, - self.frame.columns[[1, 3]]) - - r = self.frame.rolling(window=5)[[1, 3]] - tm.assert_index_equal(r._selected_obj.columns, - self.frame.columns[[1, 3]]) - - def test_select_bad_cols(self): - df = DataFrame([[1, 2]], columns=['A', 'B']) - g = df.rolling(window=5) - pytest.raises(KeyError, g.__getitem__, ['C']) # g[['C']] - - pytest.raises(KeyError, g.__getitem__, ['A', 'C']) # g[['A', 'C']] - with tm.assert_raises_regex(KeyError, '^[^A]+$'): - # A should not be referenced as a bad column... - # will have to rethink regex if you change message! - g[['A', 'C']] - - def test_attribute_access(self): - - df = DataFrame([[1, 2]], columns=['A', 'B']) - r = df.rolling(window=5) - tm.assert_series_equal(r.A.sum(), r['A'].sum()) - pytest.raises(AttributeError, lambda: r.F) - - def tests_skip_nuisance(self): - - df = DataFrame({'A': range(5), 'B': range(5, 10), 'C': 'foo'}) - - r = df.rolling(window=3) - result = r[['A', 'B']].sum() - expected = DataFrame({'A': [np.nan, np.nan, 3, 6, 9], - 'B': [np.nan, np.nan, 18, 21, 24]}, - columns=list('AB')) - tm.assert_frame_equal(result, expected) - - expected = concat([r[['A', 'B']].sum(), df[['C']]], axis=1) - result = r.sum() - tm.assert_frame_equal(result, expected, check_like=True) - - def test_agg(self): - df = DataFrame({'A': range(5), 'B': range(0, 10, 2)}) - - r = df.rolling(window=3) - a_mean = r['A'].mean() - a_std = r['A'].std() - a_sum = r['A'].sum() - b_mean = r['B'].mean() - b_std = r['B'].std() - b_sum = r['B'].sum() - - result = r.aggregate([np.mean, np.std]) - expected = concat([a_mean, a_std, b_mean, b_std], axis=1) - expected.columns = pd.MultiIndex.from_product([['A', 'B'], ['mean', - 'std']]) - tm.assert_frame_equal(result, expected) - - result = r.aggregate({'A': np.mean, 'B': np.std}) - - expected = concat([a_mean, b_std], axis=1) - tm.assert_frame_equal(result, expected, check_like=True) - - result = r.aggregate({'A': ['mean', 'std']}) - expected = concat([a_mean, a_std], axis=1) - expected.columns = pd.MultiIndex.from_tuples([('A', 'mean'), ('A', - 'std')]) - tm.assert_frame_equal(result, expected) - - result = r['A'].aggregate(['mean', 'sum']) - expected = concat([a_mean, a_sum], axis=1) - expected.columns = ['mean', 'sum'] - tm.assert_frame_equal(result, expected) - - with catch_warnings(record=True): - result = r.aggregate({'A': {'mean': 'mean', 'sum': 'sum'}}) - expected = concat([a_mean, a_sum], axis=1) - expected.columns = pd.MultiIndex.from_tuples([('A', 'mean'), - ('A', 'sum')]) - tm.assert_frame_equal(result, expected, check_like=True) - - with catch_warnings(record=True): - result = r.aggregate({'A': {'mean': 'mean', - 'sum': 'sum'}, - 'B': {'mean2': 'mean', - 'sum2': 'sum'}}) - expected = concat([a_mean, a_sum, b_mean, b_sum], axis=1) - exp_cols = [('A', 'mean'), ('A', 'sum'), ('B', 'mean2'), ('B', 'sum2')] - expected.columns = pd.MultiIndex.from_tuples(exp_cols) - tm.assert_frame_equal(result, expected, check_like=True) - - result = r.aggregate({'A': ['mean', 'std'], 'B': ['mean', 'std']}) - expected = concat([a_mean, a_std, b_mean, b_std], axis=1) - - exp_cols = [('A', 'mean'), ('A', 'std'), ('B', 'mean'), ('B', 'std')] - expected.columns = pd.MultiIndex.from_tuples(exp_cols) - tm.assert_frame_equal(result, expected, check_like=True) - - # passed lambda - result = r.agg({'A': np.sum, 'B': lambda x: np.std(x, ddof=1)}) - rcustom = r['B'].apply(lambda x: np.std(x, ddof=1)) - expected = concat([a_sum, rcustom], axis=1) - tm.assert_frame_equal(result, expected, check_like=True) - - def test_agg_consistency(self): - - df = DataFrame({'A': range(5), 'B': range(0, 10, 2)}) - r = df.rolling(window=3) - - result = r.agg([np.sum, np.mean]).columns - expected = pd.MultiIndex.from_product([list('AB'), ['sum', 'mean']]) - tm.assert_index_equal(result, expected) - - result = r['A'].agg([np.sum, np.mean]).columns - expected = Index(['sum', 'mean']) - tm.assert_index_equal(result, expected) - - result = r.agg({'A': [np.sum, np.mean]}).columns - expected = pd.MultiIndex.from_tuples([('A', 'sum'), ('A', 'mean')]) - tm.assert_index_equal(result, expected) - - def test_agg_nested_dicts(self): - - # API change for disallowing these types of nested dicts - df = DataFrame({'A': range(5), 'B': range(0, 10, 2)}) - r = df.rolling(window=3) - - def f(): - r.aggregate({'r1': {'A': ['mean', 'sum']}, - 'r2': {'B': ['mean', 'sum']}}) - - pytest.raises(SpecificationError, f) - - expected = concat([r['A'].mean(), r['A'].std(), - r['B'].mean(), r['B'].std()], axis=1) - expected.columns = pd.MultiIndex.from_tuples([('ra', 'mean'), ( - 'ra', 'std'), ('rb', 'mean'), ('rb', 'std')]) - with catch_warnings(record=True): - result = r[['A', 'B']].agg({'A': {'ra': ['mean', 'std']}, - 'B': {'rb': ['mean', 'std']}}) - tm.assert_frame_equal(result, expected, check_like=True) - - with catch_warnings(record=True): - result = r.agg({'A': {'ra': ['mean', 'std']}, - 'B': {'rb': ['mean', 'std']}}) - expected.columns = pd.MultiIndex.from_tuples([('A', 'ra', 'mean'), ( - 'A', 'ra', 'std'), ('B', 'rb', 'mean'), ('B', 'rb', 'std')]) - tm.assert_frame_equal(result, expected, check_like=True) - - def test_count_nonnumeric_types(self): - # GH12541 - cols = ['int', 'float', 'string', 'datetime', 'timedelta', 'periods', - 'fl_inf', 'fl_nan', 'str_nan', 'dt_nat', 'periods_nat'] - - df = DataFrame( - {'int': [1, 2, 3], - 'float': [4., 5., 6.], - 'string': list('abc'), - 'datetime': pd.date_range('20170101', periods=3), - 'timedelta': pd.timedelta_range('1 s', periods=3, freq='s'), - 'periods': [pd.Period('2012-01'), pd.Period('2012-02'), - pd.Period('2012-03')], - 'fl_inf': [1., 2., np.Inf], - 'fl_nan': [1., 2., np.NaN], - 'str_nan': ['aa', 'bb', np.NaN], - 'dt_nat': [Timestamp('20170101'), Timestamp('20170203'), - Timestamp(None)], - 'periods_nat': [pd.Period('2012-01'), pd.Period('2012-02'), - pd.Period(None)]}, - columns=cols) - - expected = DataFrame( - {'int': [1., 2., 2.], - 'float': [1., 2., 2.], - 'string': [1., 2., 2.], - 'datetime': [1., 2., 2.], - 'timedelta': [1., 2., 2.], - 'periods': [1., 2., 2.], - 'fl_inf': [1., 2., 2.], - 'fl_nan': [1., 2., 1.], - 'str_nan': [1., 2., 1.], - 'dt_nat': [1., 2., 1.], - 'periods_nat': [1., 2., 1.]}, - columns=cols) - - result = df.rolling(window=2).count() - tm.assert_frame_equal(result, expected) - - result = df.rolling(1).count() - expected = df.notna().astype(float) - tm.assert_frame_equal(result, expected) - - @td.skip_if_no_scipy - def test_window_with_args(self): - # make sure that we are aggregating window functions correctly with arg - r = Series(np.random.randn(100)).rolling(window=10, min_periods=1, - win_type='gaussian') - expected = concat([r.mean(std=10), r.mean(std=.01)], axis=1) - expected.columns = ['', ''] - result = r.aggregate([lambda x: x.mean(std=10), - lambda x: x.mean(std=.01)]) - tm.assert_frame_equal(result, expected) - - def a(x): - return x.mean(std=10) - - def b(x): - return x.mean(std=0.01) - - expected = concat([r.mean(std=10), r.mean(std=.01)], axis=1) - expected.columns = ['a', 'b'] - result = r.aggregate([a, b]) - tm.assert_frame_equal(result, expected) - - def test_preserve_metadata(self): - # GH 10565 - s = Series(np.arange(100), name='foo') - - s2 = s.rolling(30).sum() - s3 = s.rolling(20).sum() - assert s2.name == 'foo' - assert s3.name == 'foo' - - -class TestWindow(Base): - - def setup_method(self, method): - self._create_data() - - @td.skip_if_no_scipy - def test_constructor(self): - # GH 12669 - - for o in [self.series, self.frame]: - c = o.rolling - - # valid - c(win_type='boxcar', window=2, min_periods=1) - c(win_type='boxcar', window=2, min_periods=1, center=True) - c(win_type='boxcar', window=2, min_periods=1, center=False) - - for wt in ['boxcar', 'triang', 'blackman', 'hamming', 'bartlett', - 'bohman', 'blackmanharris', 'nuttall', 'barthann']: - c(win_type=wt, window=2) - - # not valid - for w in [2., 'foo', np.array([2])]: - with pytest.raises(ValueError): - c(win_type='boxcar', window=2, min_periods=w) - with pytest.raises(ValueError): - c(win_type='boxcar', window=2, min_periods=1, center=w) - - for wt in ['foobar', 1]: - with pytest.raises(ValueError): - c(win_type=wt, window=2) - - def test_numpy_compat(self): - # see gh-12811 - w = rwindow.Window(Series([2, 4, 6]), window=[0, 2]) - - msg = "numpy operations are not valid with window objects" - - for func in ('sum', 'mean'): - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(w, func), 1, 2, 3) - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(w, func), dtype=np.float64) - - -class TestRolling(Base): - - def setup_method(self, method): - self._create_data() - - def test_doc_string(self): - - df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) - df - df.rolling(2).sum() - df.rolling(2, min_periods=1).sum() - - def test_constructor(self): - # GH 12669 - - for o in [self.series, self.frame]: - c = o.rolling - - # valid - c(window=2) - c(window=2, min_periods=1) - c(window=2, min_periods=1, center=True) - c(window=2, min_periods=1, center=False) - - # GH 13383 - c(0) - with pytest.raises(ValueError): - c(-1) - - # not valid - for w in [2., 'foo', np.array([2])]: - with pytest.raises(ValueError): - c(window=w) - with pytest.raises(ValueError): - c(window=2, min_periods=w) - with pytest.raises(ValueError): - c(window=2, min_periods=1, center=w) - - @td.skip_if_no_scipy - def test_constructor_with_win_type(self): - # GH 13383 - for o in [self.series, self.frame]: - c = o.rolling - c(0, win_type='boxcar') - with pytest.raises(ValueError): - c(-1, win_type='boxcar') - - def test_constructor_with_timedelta_window(self): - # GH 15440 - n = 10 - df = DataFrame({'value': np.arange(n)}, - index=pd.date_range('2015-12-24', periods=n, freq="D")) - expected_data = np.append([0., 1.], np.arange(3., 27., 3)) - for window in [timedelta(days=3), pd.Timedelta(days=3)]: - result = df.rolling(window=window).sum() - expected = DataFrame({'value': expected_data}, - index=pd.date_range('2015-12-24', periods=n, - freq="D")) - tm.assert_frame_equal(result, expected) - expected = df.rolling('3D').sum() - tm.assert_frame_equal(result, expected) - - @pytest.mark.parametrize( - 'window', [timedelta(days=3), pd.Timedelta(days=3), '3D']) - def test_constructor_with_timedelta_window_and_minperiods(self, window): - # GH 15305 - n = 10 - df = DataFrame({'value': np.arange(n)}, - index=pd.date_range('2017-08-08', periods=n, freq="D")) - expected = DataFrame( - {'value': np.append([np.NaN, 1.], np.arange(3., 27., 3))}, - index=pd.date_range('2017-08-08', periods=n, freq="D")) - result_roll_sum = df.rolling(window=window, min_periods=2).sum() - result_roll_generic = df.rolling(window=window, - min_periods=2).apply(sum) - tm.assert_frame_equal(result_roll_sum, expected) - tm.assert_frame_equal(result_roll_generic, expected) - - def test_numpy_compat(self): - # see gh-12811 - r = rwindow.Rolling(Series([2, 4, 6]), window=2) - - msg = "numpy operations are not valid with window objects" - - for func in ('std', 'mean', 'sum', 'max', 'min', 'var'): - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(r, func), 1, 2, 3) - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(r, func), dtype=np.float64) - - def test_closed(self): - df = DataFrame({'A': [0, 1, 2, 3, 4]}) - # closed only allowed for datetimelike - with pytest.raises(ValueError): - df.rolling(window=3, closed='neither') - - @pytest.mark.parametrize('roller', ['1s', 1]) - def tests_empty_df_rolling(self, roller): - # GH 15819 Verifies that datetime and integer rolling windows can be - # applied to empty DataFrames - expected = DataFrame() - result = DataFrame().rolling(roller).sum() - tm.assert_frame_equal(result, expected) - - # Verifies that datetime and integer rolling windows can be applied to - # empty DataFrames with datetime index - expected = DataFrame(index=pd.DatetimeIndex([])) - result = DataFrame(index=pd.DatetimeIndex([])).rolling(roller).sum() - tm.assert_frame_equal(result, expected) - - def test_missing_minp_zero(self): - # https://github.com/pandas-dev/pandas/pull/18921 - # minp=0 - x = pd.Series([np.nan]) - result = x.rolling(1, min_periods=0).sum() - expected = pd.Series([0.0]) - tm.assert_series_equal(result, expected) - - # minp=1 - result = x.rolling(1, min_periods=1).sum() - expected = pd.Series([np.nan]) - tm.assert_series_equal(result, expected) - - def test_missing_minp_zero_variable(self): - # https://github.com/pandas-dev/pandas/pull/18921 - x = pd.Series([np.nan] * 4, - index=pd.DatetimeIndex(['2017-01-01', '2017-01-04', - '2017-01-06', '2017-01-07'])) - result = x.rolling(pd.Timedelta("2d"), min_periods=0).sum() - expected = pd.Series(0.0, index=x.index) - tm.assert_series_equal(result, expected) - - def test_multi_index_names(self): - - # GH 16789, 16825 - cols = pd.MultiIndex.from_product([['A', 'B'], ['C', 'D', 'E']], - names=['1', '2']) - df = DataFrame(np.ones((10, 6)), columns=cols) - result = df.rolling(3).cov() - - tm.assert_index_equal(result.columns, df.columns) - assert result.index.names == [None, '1', '2'] - - -class TestExpanding(Base): - - def setup_method(self, method): - self._create_data() - - def test_doc_string(self): - - df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) - df - df.expanding(2).sum() - - def test_constructor(self): - # GH 12669 - - for o in [self.series, self.frame]: - c = o.expanding - - # valid - c(min_periods=1) - c(min_periods=1, center=True) - c(min_periods=1, center=False) - - # not valid - for w in [2., 'foo', np.array([2])]: - with pytest.raises(ValueError): - c(min_periods=w) - with pytest.raises(ValueError): - c(min_periods=1, center=w) - - def test_numpy_compat(self): - # see gh-12811 - e = rwindow.Expanding(Series([2, 4, 6]), window=2) - - msg = "numpy operations are not valid with window objects" - - for func in ('std', 'mean', 'sum', 'max', 'min', 'var'): - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(e, func), 1, 2, 3) - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(e, func), dtype=np.float64) - - @pytest.mark.parametrize( - 'expander', - [1, pytest.param('ls', marks=pytest.mark.xfail( - reason='GH 16425 expanding with ' - 'offset not supported'))]) - def test_empty_df_expanding(self, expander): - # GH 15819 Verifies that datetime and integer expanding windows can be - # applied to empty DataFrames - - expected = DataFrame() - result = DataFrame().expanding(expander).sum() - tm.assert_frame_equal(result, expected) - - # Verifies that datetime and integer expanding windows can be applied - # to empty DataFrames with datetime index - expected = DataFrame(index=pd.DatetimeIndex([])) - result = DataFrame( - index=pd.DatetimeIndex([])).expanding(expander).sum() - tm.assert_frame_equal(result, expected) - - def test_missing_minp_zero(self): - # https://github.com/pandas-dev/pandas/pull/18921 - # minp=0 - x = pd.Series([np.nan]) - result = x.expanding(min_periods=0).sum() - expected = pd.Series([0.0]) - tm.assert_series_equal(result, expected) - - # minp=1 - result = x.expanding(min_periods=1).sum() - expected = pd.Series([np.nan]) - tm.assert_series_equal(result, expected) - - -class TestEWM(Base): - - def setup_method(self, method): - self._create_data() - - def test_doc_string(self): - - df = DataFrame({'B': [0, 1, 2, np.nan, 4]}) - df - df.ewm(com=0.5).mean() - - def test_constructor(self): - for o in [self.series, self.frame]: - c = o.ewm - - # valid - c(com=0.5) - c(span=1.5) - c(alpha=0.5) - c(halflife=0.75) - c(com=0.5, span=None) - c(alpha=0.5, com=None) - c(halflife=0.75, alpha=None) - - # not valid: mutually exclusive - with pytest.raises(ValueError): - c(com=0.5, alpha=0.5) - with pytest.raises(ValueError): - c(span=1.5, halflife=0.75) - with pytest.raises(ValueError): - c(alpha=0.5, span=1.5) - - # not valid: com < 0 - with pytest.raises(ValueError): - c(com=-0.5) - - # not valid: span < 1 - with pytest.raises(ValueError): - c(span=0.5) - - # not valid: halflife <= 0 - with pytest.raises(ValueError): - c(halflife=0) - - # not valid: alpha <= 0 or alpha > 1 - for alpha in (-0.5, 1.5): - with pytest.raises(ValueError): - c(alpha=alpha) - - def test_numpy_compat(self): - # see gh-12811 - e = rwindow.EWM(Series([2, 4, 6]), alpha=0.5) - - msg = "numpy operations are not valid with window objects" - - for func in ('std', 'mean', 'var'): - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(e, func), 1, 2, 3) - tm.assert_raises_regex(UnsupportedFunctionCall, msg, - getattr(e, func), dtype=np.float64) - - -# gh-12373 : rolling functions error on float32 data -# make sure rolling functions works for different dtypes -# -# NOTE that these are yielded tests and so _create_data -# is explicitly called. -# -# further note that we are only checking rolling for fully dtype -# compliance (though both expanding and ewm inherit) -class Dtype(object): - window = 2 - - funcs = { - 'count': lambda v: v.count(), - 'max': lambda v: v.max(), - 'min': lambda v: v.min(), - 'sum': lambda v: v.sum(), - 'mean': lambda v: v.mean(), - 'std': lambda v: v.std(), - 'var': lambda v: v.var(), - 'median': lambda v: v.median() - } - - def get_expects(self): - expects = { - 'sr1': { - 'count': Series([1, 2, 2, 2, 2], dtype='float64'), - 'max': Series([np.nan, 1, 2, 3, 4], dtype='float64'), - 'min': Series([np.nan, 0, 1, 2, 3], dtype='float64'), - 'sum': Series([np.nan, 1, 3, 5, 7], dtype='float64'), - 'mean': Series([np.nan, .5, 1.5, 2.5, 3.5], dtype='float64'), - 'std': Series([np.nan] + [np.sqrt(.5)] * 4, dtype='float64'), - 'var': Series([np.nan, .5, .5, .5, .5], dtype='float64'), - 'median': Series([np.nan, .5, 1.5, 2.5, 3.5], dtype='float64') - }, - 'sr2': { - 'count': Series([1, 2, 2, 2, 2], dtype='float64'), - 'max': Series([np.nan, 10, 8, 6, 4], dtype='float64'), - 'min': Series([np.nan, 8, 6, 4, 2], dtype='float64'), - 'sum': Series([np.nan, 18, 14, 10, 6], dtype='float64'), - 'mean': Series([np.nan, 9, 7, 5, 3], dtype='float64'), - 'std': Series([np.nan] + [np.sqrt(2)] * 4, dtype='float64'), - 'var': Series([np.nan, 2, 2, 2, 2], dtype='float64'), - 'median': Series([np.nan, 9, 7, 5, 3], dtype='float64') - }, - 'df': { - 'count': DataFrame({0: Series([1, 2, 2, 2, 2]), - 1: Series([1, 2, 2, 2, 2])}, - dtype='float64'), - 'max': DataFrame({0: Series([np.nan, 2, 4, 6, 8]), - 1: Series([np.nan, 3, 5, 7, 9])}, - dtype='float64'), - 'min': DataFrame({0: Series([np.nan, 0, 2, 4, 6]), - 1: Series([np.nan, 1, 3, 5, 7])}, - dtype='float64'), - 'sum': DataFrame({0: Series([np.nan, 2, 6, 10, 14]), - 1: Series([np.nan, 4, 8, 12, 16])}, - dtype='float64'), - 'mean': DataFrame({0: Series([np.nan, 1, 3, 5, 7]), - 1: Series([np.nan, 2, 4, 6, 8])}, - dtype='float64'), - 'std': DataFrame({0: Series([np.nan] + [np.sqrt(2)] * 4), - 1: Series([np.nan] + [np.sqrt(2)] * 4)}, - dtype='float64'), - 'var': DataFrame({0: Series([np.nan, 2, 2, 2, 2]), - 1: Series([np.nan, 2, 2, 2, 2])}, - dtype='float64'), - 'median': DataFrame({0: Series([np.nan, 1, 3, 5, 7]), - 1: Series([np.nan, 2, 4, 6, 8])}, - dtype='float64'), - } - } - return expects - - def _create_dtype_data(self, dtype): - sr1 = Series(np.arange(5), dtype=dtype) - sr2 = Series(np.arange(10, 0, -2), dtype=dtype) - df = DataFrame(np.arange(10).reshape((5, 2)), dtype=dtype) - - data = { - 'sr1': sr1, - 'sr2': sr2, - 'df': df - } - - return data - - def _create_data(self): - self.data = self._create_dtype_data(self.dtype) - self.expects = self.get_expects() - - def test_dtypes(self): - self._create_data() - for f_name, d_name in product(self.funcs.keys(), self.data.keys()): - - f = self.funcs[f_name] - d = self.data[d_name] - exp = self.expects[d_name][f_name] - self.check_dtypes(f, f_name, d, d_name, exp) - - def check_dtypes(self, f, f_name, d, d_name, exp): - roll = d.rolling(window=self.window) - result = f(roll) - tm.assert_almost_equal(result, exp) - - -class TestDtype_object(Dtype): - dtype = object - - -class Dtype_integer(Dtype): - pass - - -class TestDtype_int8(Dtype_integer): - dtype = np.int8 - - -class TestDtype_int16(Dtype_integer): - dtype = np.int16 - - -class TestDtype_int32(Dtype_integer): - dtype = np.int32 - - -class TestDtype_int64(Dtype_integer): - dtype = np.int64 - - -class Dtype_uinteger(Dtype): - pass - - -class TestDtype_uint8(Dtype_uinteger): - dtype = np.uint8 - - -class TestDtype_uint16(Dtype_uinteger): - dtype = np.uint16 - - -class TestDtype_uint32(Dtype_uinteger): - dtype = np.uint32 - - -class TestDtype_uint64(Dtype_uinteger): - dtype = np.uint64 - - -class Dtype_float(Dtype): - pass - - -class TestDtype_float16(Dtype_float): - dtype = np.float16 - - -class TestDtype_float32(Dtype_float): - dtype = np.float32 - - -class TestDtype_float64(Dtype_float): - dtype = np.float64 - - -class TestDtype_category(Dtype): - dtype = 'category' - include_df = False - - def _create_dtype_data(self, dtype): - sr1 = Series(range(5), dtype=dtype) - sr2 = Series(range(10, 0, -2), dtype=dtype) - - data = { - 'sr1': sr1, - 'sr2': sr2 - } - - return data - - -class DatetimeLike(Dtype): - - def check_dtypes(self, f, f_name, d, d_name, exp): - - roll = d.rolling(window=self.window) - - if f_name == 'count': - result = f(roll) - tm.assert_almost_equal(result, exp) - - else: - - # other methods not Implemented ATM - with pytest.raises(NotImplementedError): - f(roll) - - -class TestDtype_timedelta(DatetimeLike): - dtype = np.dtype('m8[ns]') - - -class TestDtype_datetime(DatetimeLike): - dtype = np.dtype('M8[ns]') - - -class TestDtype_datetime64UTC(DatetimeLike): - dtype = 'datetime64[ns, UTC]' - - def _create_data(self): - pytest.skip("direct creation of extension dtype " - "datetime64[ns, UTC] is not supported ATM") - - -class TestMoments(Base): - - def setup_method(self, method): - self._create_data() - - def test_centered_axis_validation(self): - - # ok - Series(np.ones(10)).rolling(window=3, center=True, axis=0).mean() - - # bad axis - with pytest.raises(ValueError): - Series(np.ones(10)).rolling(window=3, center=True, axis=1).mean() - - # ok ok - DataFrame(np.ones((10, 10))).rolling(window=3, center=True, - axis=0).mean() - DataFrame(np.ones((10, 10))).rolling(window=3, center=True, - axis=1).mean() - - # bad axis - with pytest.raises(ValueError): - (DataFrame(np.ones((10, 10))) - .rolling(window=3, center=True, axis=2).mean()) - - def test_rolling_sum(self): - self._check_moment_func(np.nansum, name='sum', - zero_min_periods_equal=False) - - def test_rolling_count(self): - counter = lambda x: np.isfinite(x).astype(float).sum() - self._check_moment_func(counter, name='count', has_min_periods=False, - fill_value=0) - - def test_rolling_mean(self): - self._check_moment_func(np.mean, name='mean') - - @td.skip_if_no_scipy - def test_cmov_mean(self): - # GH 8238 - vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, - 10.63, 14.48]) - result = Series(vals).rolling(5, center=True).mean() - expected = Series([np.nan, np.nan, 9.962, 11.27, 11.564, 12.516, - 12.818, 12.952, np.nan, np.nan]) - tm.assert_series_equal(expected, result) - - @td.skip_if_no_scipy - def test_cmov_window(self): - # GH 8238 - vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, - 10.63, 14.48]) - result = Series(vals).rolling(5, win_type='boxcar', center=True).mean() - expected = Series([np.nan, np.nan, 9.962, 11.27, 11.564, 12.516, - 12.818, 12.952, np.nan, np.nan]) - tm.assert_series_equal(expected, result) - - @td.skip_if_no_scipy - def test_cmov_window_corner(self): - # GH 8238 - # all nan - vals = pd.Series([np.nan] * 10) - result = vals.rolling(5, center=True, win_type='boxcar').mean() - assert np.isnan(result).all() - - # empty - vals = pd.Series([]) - result = vals.rolling(5, center=True, win_type='boxcar').mean() - assert len(result) == 0 - - # shorter than window - vals = pd.Series(np.random.randn(5)) - result = vals.rolling(10, win_type='boxcar').mean() - assert np.isnan(result).all() - assert len(result) == 5 - - @td.skip_if_no_scipy - def test_cmov_window_frame(self): - # Gh 8238 - vals = np.array([[12.18, 3.64], [10.18, 9.16], [13.24, 14.61], - [4.51, 8.11], [6.15, 11.44], [9.14, 6.21], - [11.31, 10.67], [2.94, 6.51], [9.42, 8.39], [12.44, - 7.34]]) - - xp = np.array([[np.nan, np.nan], [np.nan, np.nan], [9.252, 9.392], - [8.644, 9.906], [8.87, 10.208], [6.81, 8.588], - [7.792, 8.644], [9.05, 7.824], [np.nan, np.nan - ], [np.nan, np.nan]]) - - # DataFrame - rs = DataFrame(vals).rolling(5, win_type='boxcar', center=True).mean() - tm.assert_frame_equal(DataFrame(xp), rs) - - # invalid method - with pytest.raises(AttributeError): - (DataFrame(vals).rolling(5, win_type='boxcar', center=True) - .std()) - - # sum - xp = np.array([[np.nan, np.nan], [np.nan, np.nan], [46.26, 46.96], - [43.22, 49.53], [44.35, 51.04], [34.05, 42.94], - [38.96, 43.22], [45.25, 39.12], [np.nan, np.nan - ], [np.nan, np.nan]]) - - rs = DataFrame(vals).rolling(5, win_type='boxcar', center=True).sum() - tm.assert_frame_equal(DataFrame(xp), rs) - - @td.skip_if_no_scipy - def test_cmov_window_na_min_periods(self): - # min_periods - vals = Series(np.random.randn(10)) - vals[4] = np.nan - vals[8] = np.nan - - xp = vals.rolling(5, min_periods=4, center=True).mean() - rs = vals.rolling(5, win_type='boxcar', min_periods=4, - center=True).mean() - tm.assert_series_equal(xp, rs) - - @td.skip_if_no_scipy - def test_cmov_window_regular(self): - # GH 8238 - win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', - 'blackmanharris', 'nuttall', 'barthann'] - - vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, - 10.63, 14.48]) - xps = { - 'hamming': [np.nan, np.nan, 8.71384, 9.56348, 12.38009, 14.03687, - 13.8567, 11.81473, np.nan, np.nan], - 'triang': [np.nan, np.nan, 9.28667, 10.34667, 12.00556, 13.33889, - 13.38, 12.33667, np.nan, np.nan], - 'barthann': [np.nan, np.nan, 8.4425, 9.1925, 12.5575, 14.3675, - 14.0825, 11.5675, np.nan, np.nan], - 'bohman': [np.nan, np.nan, 7.61599, 9.1764, 12.83559, 14.17267, - 14.65923, 11.10401, np.nan, np.nan], - 'blackmanharris': [np.nan, np.nan, 6.97691, 9.16438, 13.05052, - 14.02156, 15.10512, 10.74574, np.nan, np.nan], - 'nuttall': [np.nan, np.nan, 7.04618, 9.16786, 13.02671, 14.03559, - 15.05657, 10.78514, np.nan, np.nan], - 'blackman': [np.nan, np.nan, 7.73345, 9.17869, 12.79607, 14.20036, - 14.57726, 11.16988, np.nan, np.nan], - 'bartlett': [np.nan, np.nan, 8.4425, 9.1925, 12.5575, 14.3675, - 14.0825, 11.5675, np.nan, np.nan] - } - - for wt in win_types: - xp = Series(xps[wt]) - rs = Series(vals).rolling(5, win_type=wt, center=True).mean() - tm.assert_series_equal(xp, rs) - - @td.skip_if_no_scipy - def test_cmov_window_regular_linear_range(self): - # GH 8238 - win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', - 'blackmanharris', 'nuttall', 'barthann'] - - vals = np.array(range(10), dtype=np.float) - xp = vals.copy() - xp[:2] = np.nan - xp[-2:] = np.nan - xp = Series(xp) - - for wt in win_types: - rs = Series(vals).rolling(5, win_type=wt, center=True).mean() - tm.assert_series_equal(xp, rs) - - @td.skip_if_no_scipy - def test_cmov_window_regular_missing_data(self): - # GH 8238 - win_types = ['triang', 'blackman', 'hamming', 'bartlett', 'bohman', - 'blackmanharris', 'nuttall', 'barthann'] - - vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, np.nan, - 10.63, 14.48]) - xps = { - 'bartlett': [np.nan, np.nan, 9.70333, 10.5225, 8.4425, 9.1925, - 12.5575, 14.3675, 15.61667, 13.655], - 'blackman': [np.nan, np.nan, 9.04582, 11.41536, 7.73345, 9.17869, - 12.79607, 14.20036, 15.8706, 13.655], - 'barthann': [np.nan, np.nan, 9.70333, 10.5225, 8.4425, 9.1925, - 12.5575, 14.3675, 15.61667, 13.655], - 'bohman': [np.nan, np.nan, 8.9444, 11.56327, 7.61599, 9.1764, - 12.83559, 14.17267, 15.90976, 13.655], - 'hamming': [np.nan, np.nan, 9.59321, 10.29694, 8.71384, 9.56348, - 12.38009, 14.20565, 15.24694, 13.69758], - 'nuttall': [np.nan, np.nan, 8.47693, 12.2821, 7.04618, 9.16786, - 13.02671, 14.03673, 16.08759, 13.65553], - 'triang': [np.nan, np.nan, 9.33167, 9.76125, 9.28667, 10.34667, - 12.00556, 13.82125, 14.49429, 13.765], - 'blackmanharris': [np.nan, np.nan, 8.42526, 12.36824, 6.97691, - 9.16438, 13.05052, 14.02175, 16.1098, 13.65509] - } - - for wt in win_types: - xp = Series(xps[wt]) - rs = Series(vals).rolling(5, win_type=wt, min_periods=3).mean() - tm.assert_series_equal(xp, rs) - - @td.skip_if_no_scipy - def test_cmov_window_special(self): - # GH 8238 - win_types = ['kaiser', 'gaussian', 'general_gaussian', 'slepian'] - kwds = [{'beta': 1.}, {'std': 1.}, {'power': 2., - 'width': 2.}, {'width': 0.5}] - - vals = np.array([6.95, 15.21, 4.72, 9.12, 13.81, 13.49, 16.68, 9.48, - 10.63, 14.48]) - - xps = { - 'gaussian': [np.nan, np.nan, 8.97297, 9.76077, 12.24763, 13.89053, - 13.65671, 12.01002, np.nan, np.nan], - 'general_gaussian': [np.nan, np.nan, 9.85011, 10.71589, 11.73161, - 13.08516, 12.95111, 12.74577, np.nan, np.nan], - 'slepian': [np.nan, np.nan, 9.81073, 10.89359, 11.70284, 12.88331, - 12.96079, 12.77008, np.nan, np.nan], - 'kaiser': [np.nan, np.nan, 9.86851, 11.02969, 11.65161, 12.75129, - 12.90702, 12.83757, np.nan, np.nan] - } - - for wt, k in zip(win_types, kwds): - xp = Series(xps[wt]) - rs = Series(vals).rolling(5, win_type=wt, center=True).mean(**k) - tm.assert_series_equal(xp, rs) - - @td.skip_if_no_scipy - def test_cmov_window_special_linear_range(self): - # GH 8238 - win_types = ['kaiser', 'gaussian', 'general_gaussian', 'slepian'] - kwds = [{'beta': 1.}, {'std': 1.}, {'power': 2., - 'width': 2.}, {'width': 0.5}] - - vals = np.array(range(10), dtype=np.float) - xp = vals.copy() - xp[:2] = np.nan - xp[-2:] = np.nan - xp = Series(xp) - - for wt, k in zip(win_types, kwds): - rs = Series(vals).rolling(5, win_type=wt, center=True).mean(**k) - tm.assert_series_equal(xp, rs) - - def test_rolling_median(self): - self._check_moment_func(np.median, name='median') - - def test_rolling_min(self): - self._check_moment_func(np.min, name='min') - - a = pd.Series([1, 2, 3, 4, 5]) - result = a.rolling(window=100, min_periods=1).min() - expected = pd.Series(np.ones(len(a))) - tm.assert_series_equal(result, expected) - - with pytest.raises(ValueError): - pd.Series([1, 2, 3]).rolling(window=3, min_periods=5).min() - - def test_rolling_max(self): - self._check_moment_func(np.max, name='max') - - a = pd.Series([1, 2, 3, 4, 5], dtype=np.float64) - b = a.rolling(window=100, min_periods=1).max() - tm.assert_almost_equal(a, b) - - with pytest.raises(ValueError): - pd.Series([1, 2, 3]).rolling(window=3, min_periods=5).max() - - @pytest.mark.parametrize('q', [0.0, .1, .5, .9, 1.0]) - def test_rolling_quantile(self, q): - - def scoreatpercentile(a, per): - values = np.sort(a, axis=0) - - idx = int(per / 1. * (values.shape[0] - 1)) - - if idx == values.shape[0] - 1: - retval = values[-1] - - else: - qlow = float(idx) / float(values.shape[0] - 1) - qhig = float(idx + 1) / float(values.shape[0] - 1) - vlow = values[idx] - vhig = values[idx + 1] - retval = vlow + (vhig - vlow) * (per - qlow) / (qhig - qlow) - - return retval - - def quantile_func(x): - return scoreatpercentile(x, q) - - self._check_moment_func(quantile_func, name='quantile', - quantile=q) - - def test_rolling_quantile_np_percentile(self): - # #9413: Tests that rolling window's quantile default behavior - # is analogus to Numpy's percentile - row = 10 - col = 5 - idx = pd.date_range('20100101', periods=row, freq='B') - df = DataFrame(np.random.rand(row * col).reshape((row, -1)), index=idx) - - df_quantile = df.quantile([0.25, 0.5, 0.75], axis=0) - np_percentile = np.percentile(df, [25, 50, 75], axis=0) - - tm.assert_almost_equal(df_quantile.values, np.array(np_percentile)) - - def test_rolling_quantile_series(self): - # #16211: Tests that rolling window's quantile default behavior - # is analogus to Series' quantile - arr = np.arange(100) - s = Series(arr) - q1 = s.quantile(0.1) - q2 = s.rolling(100).quantile(0.1).iloc[-1] - - tm.assert_almost_equal(q1, q2) - - def test_rolling_quantile_param(self): - ser = Series([0.0, .1, .5, .9, 1.0]) - - with pytest.raises(ValueError): - ser.rolling(3).quantile(-0.1) - - with pytest.raises(ValueError): - ser.rolling(3).quantile(10.0) - - with pytest.raises(TypeError): - ser.rolling(3).quantile('foo') - - def test_rolling_apply(self): - # suppress warnings about empty slices, as we are deliberately testing - # with a 0-length Series - with warnings.catch_warnings(): - warnings.filterwarnings("ignore", - message=".*(empty slice|0 for slice).*", - category=RuntimeWarning) - - ser = Series([]) - tm.assert_series_equal(ser, - ser.rolling(10).apply(lambda x: x.mean())) - - def f(x): - return x[np.isfinite(x)].mean() - - self._check_moment_func(np.mean, name='apply', func=f) - - # GH 8080 - s = Series([None, None, None]) - result = s.rolling(2, min_periods=0).apply(lambda x: len(x)) - expected = Series([1., 2., 2.]) - tm.assert_series_equal(result, expected) - - result = s.rolling(2, min_periods=0).apply(len) - tm.assert_series_equal(result, expected) - - def test_rolling_apply_out_of_bounds(self): - # #1850 - vals = pd.Series([1, 2, 3, 4]) - - result = vals.rolling(10).apply(np.sum) - assert result.isna().all() - - result = vals.rolling(10, min_periods=1).apply(np.sum) - expected = pd.Series([1, 3, 6, 10], dtype=float) - tm.assert_almost_equal(result, expected) - - def test_rolling_std(self): - self._check_moment_func(lambda x: np.std(x, ddof=1), - name='std') - self._check_moment_func(lambda x: np.std(x, ddof=0), - name='std', ddof=0) - - def test_rolling_std_1obs(self): - vals = pd.Series([1., 2., 3., 4., 5.]) - - result = vals.rolling(1, min_periods=1).std() - expected = pd.Series([np.nan] * 5) - tm.assert_series_equal(result, expected) - - result = vals.rolling(1, min_periods=1).std(ddof=0) - expected = pd.Series([0.] * 5) - tm.assert_series_equal(result, expected) - - result = (pd.Series([np.nan, np.nan, 3, 4, 5]) - .rolling(3, min_periods=2).std()) - assert np.isnan(result[2]) - - def test_rolling_std_neg_sqrt(self): - # unit test from Bottleneck - - # Test move_nanstd for neg sqrt. - - a = pd.Series([0.0011448196318903589, 0.00028718669878572767, - 0.00028718669878572767, 0.00028718669878572767, - 0.00028718669878572767]) - b = a.rolling(window=3).std() - assert np.isfinite(b[2:]).all() - - b = a.ewm(span=3).std() - assert np.isfinite(b[2:]).all() - - def test_rolling_var(self): - self._check_moment_func(lambda x: np.var(x, ddof=1), - name='var') - self._check_moment_func(lambda x: np.var(x, ddof=0), - name='var', ddof=0) - - @td.skip_if_no_scipy - def test_rolling_skew(self): - from scipy.stats import skew - self._check_moment_func(lambda x: skew(x, bias=False), name='skew') - - @td.skip_if_no_scipy - def test_rolling_kurt(self): - from scipy.stats import kurtosis - self._check_moment_func(lambda x: kurtosis(x, bias=False), - name='kurt') - - def _check_moment_func(self, static_comp, name, has_min_periods=True, - has_center=True, has_time_rule=True, - fill_value=None, zero_min_periods_equal=True, - **kwargs): - - def get_result(obj, window, min_periods=None, center=False): - r = obj.rolling(window=window, min_periods=min_periods, - center=center) - return getattr(r, name)(**kwargs) - - series_result = get_result(self.series, window=50) - assert isinstance(series_result, Series) - tm.assert_almost_equal(series_result.iloc[-1], - static_comp(self.series[-50:])) - - frame_result = get_result(self.frame, window=50) - assert isinstance(frame_result, DataFrame) - tm.assert_series_equal(frame_result.iloc[-1, :], - self.frame.iloc[-50:, :].apply(static_comp, - axis=0), - check_names=False) - - # check time_rule works - if has_time_rule: - win = 25 - minp = 10 - series = self.series[::2].resample('B').mean() - frame = self.frame[::2].resample('B').mean() - - if has_min_periods: - series_result = get_result(series, window=win, - min_periods=minp) - frame_result = get_result(frame, window=win, - min_periods=minp) - else: - series_result = get_result(series, window=win) - frame_result = get_result(frame, window=win) - - last_date = series_result.index[-1] - prev_date = last_date - 24 * offsets.BDay() - - trunc_series = self.series[::2].truncate(prev_date, last_date) - trunc_frame = self.frame[::2].truncate(prev_date, last_date) - - tm.assert_almost_equal(series_result[-1], - static_comp(trunc_series)) - - tm.assert_series_equal(frame_result.xs(last_date), - trunc_frame.apply(static_comp), - check_names=False) - - # excluding NaNs correctly - obj = Series(randn(50)) - obj[:10] = np.NaN - obj[-10:] = np.NaN - if has_min_periods: - result = get_result(obj, 50, min_periods=30) - tm.assert_almost_equal(result.iloc[-1], static_comp(obj[10:-10])) - - # min_periods is working correctly - result = get_result(obj, 20, min_periods=15) - assert isna(result.iloc[23]) - assert not isna(result.iloc[24]) - - assert not isna(result.iloc[-6]) - assert isna(result.iloc[-5]) - - obj2 = Series(randn(20)) - result = get_result(obj2, 10, min_periods=5) - assert isna(result.iloc[3]) - assert notna(result.iloc[4]) - - if zero_min_periods_equal: - # min_periods=0 may be equivalent to min_periods=1 - result0 = get_result(obj, 20, min_periods=0) - result1 = get_result(obj, 20, min_periods=1) - tm.assert_almost_equal(result0, result1) - else: - result = get_result(obj, 50) - tm.assert_almost_equal(result.iloc[-1], static_comp(obj[10:-10])) - - # window larger than series length (#7297) - if has_min_periods: - for minp in (0, len(self.series) - 1, len(self.series)): - result = get_result(self.series, len(self.series) + 1, - min_periods=minp) - expected = get_result(self.series, len(self.series), - min_periods=minp) - nan_mask = isna(result) - tm.assert_series_equal(nan_mask, isna(expected)) - - nan_mask = ~nan_mask - tm.assert_almost_equal(result[nan_mask], - expected[nan_mask]) - else: - result = get_result(self.series, len(self.series) + 1) - expected = get_result(self.series, len(self.series)) - nan_mask = isna(result) - tm.assert_series_equal(nan_mask, isna(expected)) - - nan_mask = ~nan_mask - tm.assert_almost_equal(result[nan_mask], expected[nan_mask]) - - # check center=True - if has_center: - if has_min_periods: - result = get_result(obj, 20, min_periods=15, center=True) - expected = get_result( - pd.concat([obj, Series([np.NaN] * 9)]), 20, - min_periods=15)[9:].reset_index(drop=True) - else: - result = get_result(obj, 20, center=True) - expected = get_result( - pd.concat([obj, Series([np.NaN] * 9)]), - 20)[9:].reset_index(drop=True) - - tm.assert_series_equal(result, expected) - - # shifter index - s = ['x%d' % x for x in range(12)] - - if has_min_periods: - minp = 10 - - series_xp = get_result( - self.series.reindex(list(self.series.index) + s), - window=25, - min_periods=minp).shift(-12).reindex(self.series.index) - frame_xp = get_result( - self.frame.reindex(list(self.frame.index) + s), - window=25, - min_periods=minp).shift(-12).reindex(self.frame.index) - - series_rs = get_result(self.series, window=25, - min_periods=minp, center=True) - frame_rs = get_result(self.frame, window=25, min_periods=minp, - center=True) - - else: - series_xp = get_result( - self.series.reindex(list(self.series.index) + s), - window=25).shift(-12).reindex(self.series.index) - frame_xp = get_result( - self.frame.reindex(list(self.frame.index) + s), - window=25).shift(-12).reindex(self.frame.index) - - series_rs = get_result(self.series, window=25, center=True) - frame_rs = get_result(self.frame, window=25, center=True) - - if fill_value is not None: - series_xp = series_xp.fillna(fill_value) - frame_xp = frame_xp.fillna(fill_value) - tm.assert_series_equal(series_xp, series_rs) - tm.assert_frame_equal(frame_xp, frame_rs) - - def test_ewma(self): - self._check_ew(name='mean') - - vals = pd.Series(np.zeros(1000)) - vals[5] = 1 - result = vals.ewm(span=100, adjust=False).mean().sum() - assert np.abs(result - 1) < 1e-2 - - s = Series([1.0, 2.0, 4.0, 8.0]) - - expected = Series([1.0, 1.6, 2.736842, 4.923077]) - for f in [lambda s: s.ewm(com=2.0, adjust=True).mean(), - lambda s: s.ewm(com=2.0, adjust=True, - ignore_na=False).mean(), - lambda s: s.ewm(com=2.0, adjust=True, ignore_na=True).mean(), - ]: - result = f(s) - tm.assert_series_equal(result, expected) - - expected = Series([1.0, 1.333333, 2.222222, 4.148148]) - for f in [lambda s: s.ewm(com=2.0, adjust=False).mean(), - lambda s: s.ewm(com=2.0, adjust=False, - ignore_na=False).mean(), - lambda s: s.ewm(com=2.0, adjust=False, - ignore_na=True).mean(), - ]: - result = f(s) - tm.assert_series_equal(result, expected) - - def test_ewma_nan_handling(self): - s = Series([1.] + [np.nan] * 5 + [1.]) - result = s.ewm(com=5).mean() - tm.assert_series_equal(result, Series([1.] * len(s))) - - s = Series([np.nan] * 2 + [1.] + [np.nan] * 2 + [1.]) - result = s.ewm(com=5).mean() - tm.assert_series_equal(result, Series([np.nan] * 2 + [1.] * 4)) - - # GH 7603 - s0 = Series([np.nan, 1., 101.]) - s1 = Series([1., np.nan, 101.]) - s2 = Series([np.nan, 1., np.nan, np.nan, 101., np.nan]) - s3 = Series([1., np.nan, 101., 50.]) - com = 2. - alpha = 1. / (1. + com) - - def simple_wma(s, w): - return (s.multiply(w).cumsum() / w.cumsum()).fillna(method='ffill') - - for (s, adjust, ignore_na, w) in [ - (s0, True, False, [np.nan, (1. - alpha), 1.]), - (s0, True, True, [np.nan, (1. - alpha), 1.]), - (s0, False, False, [np.nan, (1. - alpha), alpha]), - (s0, False, True, [np.nan, (1. - alpha), alpha]), - (s1, True, False, [(1. - alpha) ** 2, np.nan, 1.]), - (s1, True, True, [(1. - alpha), np.nan, 1.]), - (s1, False, False, [(1. - alpha) ** 2, np.nan, alpha]), - (s1, False, True, [(1. - alpha), np.nan, alpha]), - (s2, True, False, [np.nan, (1. - alpha) ** - 3, np.nan, np.nan, 1., np.nan]), - (s2, True, True, [np.nan, (1. - alpha), - np.nan, np.nan, 1., np.nan]), - (s2, False, False, [np.nan, (1. - alpha) ** - 3, np.nan, np.nan, alpha, np.nan]), - (s2, False, True, [np.nan, (1. - alpha), - np.nan, np.nan, alpha, np.nan]), - (s3, True, False, [(1. - alpha) ** - 3, np.nan, (1. - alpha), 1.]), - (s3, True, True, [(1. - alpha) ** - 2, np.nan, (1. - alpha), 1.]), - (s3, False, False, [(1. - alpha) ** 3, np.nan, - (1. - alpha) * alpha, - alpha * ((1. - alpha) ** 2 + alpha)]), - (s3, False, True, [(1. - alpha) ** 2, - np.nan, (1. - alpha) * alpha, alpha])]: - expected = simple_wma(s, Series(w)) - result = s.ewm(com=com, adjust=adjust, ignore_na=ignore_na).mean() - - tm.assert_series_equal(result, expected) - if ignore_na is False: - # check that ignore_na defaults to False - result = s.ewm(com=com, adjust=adjust).mean() - tm.assert_series_equal(result, expected) - - def test_ewmvar(self): - self._check_ew(name='var') - - def test_ewmvol(self): - self._check_ew(name='vol') - - def test_ewma_span_com_args(self): - A = self.series.ewm(com=9.5).mean() - B = self.series.ewm(span=20).mean() - tm.assert_almost_equal(A, B) - - with pytest.raises(ValueError): - self.series.ewm(com=9.5, span=20) - with pytest.raises(ValueError): - self.series.ewm().mean() - - def test_ewma_halflife_arg(self): - A = self.series.ewm(com=13.932726172912965).mean() - B = self.series.ewm(halflife=10.0).mean() - tm.assert_almost_equal(A, B) - - with pytest.raises(ValueError): - self.series.ewm(span=20, halflife=50) - with pytest.raises(ValueError): - self.series.ewm(com=9.5, halflife=50) - with pytest.raises(ValueError): - self.series.ewm(com=9.5, span=20, halflife=50) - with pytest.raises(ValueError): - self.series.ewm() - - def test_ewm_alpha(self): - # GH 10789 - s = Series(self.arr) - a = s.ewm(alpha=0.61722699889169674).mean() - b = s.ewm(com=0.62014947789973052).mean() - c = s.ewm(span=2.240298955799461).mean() - d = s.ewm(halflife=0.721792864318).mean() - tm.assert_series_equal(a, b) - tm.assert_series_equal(a, c) - tm.assert_series_equal(a, d) - - def test_ewm_alpha_arg(self): - # GH 10789 - s = self.series - with pytest.raises(ValueError): - s.ewm() - with pytest.raises(ValueError): - s.ewm(com=10.0, alpha=0.5) - with pytest.raises(ValueError): - s.ewm(span=10.0, alpha=0.5) - with pytest.raises(ValueError): - s.ewm(halflife=10.0, alpha=0.5) - - def test_ewm_domain_checks(self): - # GH 12492 - s = Series(self.arr) - # com must satisfy: com >= 0 - pytest.raises(ValueError, s.ewm, com=-0.1) - s.ewm(com=0.0) - s.ewm(com=0.1) - # span must satisfy: span >= 1 - pytest.raises(ValueError, s.ewm, span=-0.1) - pytest.raises(ValueError, s.ewm, span=0.0) - pytest.raises(ValueError, s.ewm, span=0.9) - s.ewm(span=1.0) - s.ewm(span=1.1) - # halflife must satisfy: halflife > 0 - pytest.raises(ValueError, s.ewm, halflife=-0.1) - pytest.raises(ValueError, s.ewm, halflife=0.0) - s.ewm(halflife=0.1) - # alpha must satisfy: 0 < alpha <= 1 - pytest.raises(ValueError, s.ewm, alpha=-0.1) - pytest.raises(ValueError, s.ewm, alpha=0.0) - s.ewm(alpha=0.1) - s.ewm(alpha=1.0) - pytest.raises(ValueError, s.ewm, alpha=1.1) - - def test_ew_empty_series(self): - vals = pd.Series([], dtype=np.float64) - - ewm = vals.ewm(3) - funcs = ['mean', 'vol', 'var'] - for f in funcs: - result = getattr(ewm, f)() - tm.assert_almost_equal(result, vals) - - def _check_ew(self, name=None, preserve_nan=False): - series_result = getattr(self.series.ewm(com=10), name)() - assert isinstance(series_result, Series) - - frame_result = getattr(self.frame.ewm(com=10), name)() - assert type(frame_result) == DataFrame - - result = getattr(self.series.ewm(com=10), name)() - if preserve_nan: - assert result[self._nan_locs].isna().all() - - # excluding NaNs correctly - arr = randn(50) - arr[:10] = np.NaN - arr[-10:] = np.NaN - s = Series(arr) - - # check min_periods - # GH 7898 - result = getattr(s.ewm(com=50, min_periods=2), name)() - assert result[:11].isna().all() - assert not result[11:].isna().any() - - for min_periods in (0, 1): - result = getattr(s.ewm(com=50, min_periods=min_periods), name)() - if name == 'mean': - assert result[:10].isna().all() - assert not result[10:].isna().any() - else: - # ewm.std, ewm.vol, ewm.var (with bias=False) require at least - # two values - assert result[:11].isna().all() - assert not result[11:].isna().any() - - # check series of length 0 - result = getattr(Series().ewm(com=50, min_periods=min_periods), - name)() - tm.assert_series_equal(result, Series()) - - # check series of length 1 - result = getattr(Series([1.]).ewm(50, min_periods=min_periods), - name)() - if name == 'mean': - tm.assert_series_equal(result, Series([1.])) - else: - # ewm.std, ewm.vol, ewm.var with bias=False require at least - # two values - tm.assert_series_equal(result, Series([np.NaN])) - - # pass in ints - result2 = getattr(Series(np.arange(50)).ewm(span=10), name)() - assert result2.dtype == np.float_ - - -class TestPairwise(object): - - # GH 7738 - df1s = [DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[0, 1]), - DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[1, 0]), - DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[1, 1]), - DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], - columns=['C', 'C']), - DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[1., 0]), - DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=[0., 1]), - DataFrame([[2, 4], [1, 2], [5, 2], [8, 1]], columns=['C', 1]), - DataFrame([[2., 4.], [1., 2.], [5., 2.], [8., 1.]], - columns=[1, 0.]), - DataFrame([[2, 4.], [1, 2.], [5, 2.], [8, 1.]], - columns=[0, 1.]), - DataFrame([[2, 4], [1, 2], [5, 2], [8, 1.]], - columns=[1., 'X']), ] - df2 = DataFrame([[None, 1, 1], [None, 1, 2], - [None, 3, 2], [None, 8, 1]], columns=['Y', 'Z', 'X']) - s = Series([1, 1, 3, 8]) - - def compare(self, result, expected): - - # since we have sorted the results - # we can only compare non-nans - result = result.dropna().values - expected = expected.dropna().values - - tm.assert_numpy_array_equal(result, expected, check_dtype=False) - - @pytest.mark.parametrize('f', [lambda x: x.cov(), lambda x: x.corr()]) - def test_no_flex(self, f): - - # DataFrame methods (which do not call _flex_binary_moment()) - - results = [f(df) for df in self.df1s] - for (df, result) in zip(self.df1s, results): - tm.assert_index_equal(result.index, df.columns) - tm.assert_index_equal(result.columns, df.columns) - for i, result in enumerate(results): - if i > 0: - self.compare(result, results[0]) - - @pytest.mark.parametrize( - 'f', [lambda x: x.expanding().cov(pairwise=True), - lambda x: x.expanding().corr(pairwise=True), - lambda x: x.rolling(window=3).cov(pairwise=True), - lambda x: x.rolling(window=3).corr(pairwise=True), - lambda x: x.ewm(com=3).cov(pairwise=True), - lambda x: x.ewm(com=3).corr(pairwise=True)]) - def test_pairwise_with_self(self, f): - - # DataFrame with itself, pairwise=True - # note that we may construct the 1st level of the MI - # in a non-motononic way, so compare accordingly - results = [] - for i, df in enumerate(self.df1s): - result = f(df) - tm.assert_index_equal(result.index.levels[0], - df.index, - check_names=False) - tm.assert_numpy_array_equal(safe_sort(result.index.levels[1]), - safe_sort(df.columns.unique())) - tm.assert_index_equal(result.columns, df.columns) - results.append(df) - - for i, result in enumerate(results): - if i > 0: - self.compare(result, results[0]) - - @pytest.mark.parametrize( - 'f', [lambda x: x.expanding().cov(pairwise=False), - lambda x: x.expanding().corr(pairwise=False), - lambda x: x.rolling(window=3).cov(pairwise=False), - lambda x: x.rolling(window=3).corr(pairwise=False), - lambda x: x.ewm(com=3).cov(pairwise=False), - lambda x: x.ewm(com=3).corr(pairwise=False), ]) - def test_no_pairwise_with_self(self, f): - - # DataFrame with itself, pairwise=False - results = [f(df) for df in self.df1s] - for (df, result) in zip(self.df1s, results): - tm.assert_index_equal(result.index, df.index) - tm.assert_index_equal(result.columns, df.columns) - for i, result in enumerate(results): - if i > 0: - self.compare(result, results[0]) - - @pytest.mark.parametrize( - 'f', [lambda x, y: x.expanding().cov(y, pairwise=True), - lambda x, y: x.expanding().corr(y, pairwise=True), - lambda x, y: x.rolling(window=3).cov(y, pairwise=True), - lambda x, y: x.rolling(window=3).corr(y, pairwise=True), - lambda x, y: x.ewm(com=3).cov(y, pairwise=True), - lambda x, y: x.ewm(com=3).corr(y, pairwise=True), ]) - def test_pairwise_with_other(self, f): - - # DataFrame with another DataFrame, pairwise=True - results = [f(df, self.df2) for df in self.df1s] - for (df, result) in zip(self.df1s, results): - tm.assert_index_equal(result.index.levels[0], - df.index, - check_names=False) - tm.assert_numpy_array_equal(safe_sort(result.index.levels[1]), - safe_sort(self.df2.columns.unique())) - for i, result in enumerate(results): - if i > 0: - self.compare(result, results[0]) - - @pytest.mark.parametrize( - 'f', [lambda x, y: x.expanding().cov(y, pairwise=False), - lambda x, y: x.expanding().corr(y, pairwise=False), - lambda x, y: x.rolling(window=3).cov(y, pairwise=False), - lambda x, y: x.rolling(window=3).corr(y, pairwise=False), - lambda x, y: x.ewm(com=3).cov(y, pairwise=False), - lambda x, y: x.ewm(com=3).corr(y, pairwise=False), ]) - def test_no_pairwise_with_other(self, f): - - # DataFrame with another DataFrame, pairwise=False - results = [f(df, self.df2) if df.columns.is_unique else None - for df in self.df1s] - for (df, result) in zip(self.df1s, results): - if result is not None: - with catch_warnings(record=True): - # we can have int and str columns - expected_index = df.index.union(self.df2.index) - expected_columns = df.columns.union(self.df2.columns) - tm.assert_index_equal(result.index, expected_index) - tm.assert_index_equal(result.columns, expected_columns) - else: - tm.assert_raises_regex( - ValueError, "'arg1' columns are not unique", f, df, - self.df2) - tm.assert_raises_regex( - ValueError, "'arg2' columns are not unique", f, - self.df2, df) - - @pytest.mark.parametrize( - 'f', [lambda x, y: x.expanding().cov(y), - lambda x, y: x.expanding().corr(y), - lambda x, y: x.rolling(window=3).cov(y), - lambda x, y: x.rolling(window=3).corr(y), - lambda x, y: x.ewm(com=3).cov(y), - lambda x, y: x.ewm(com=3).corr(y), ]) - def test_pairwise_with_series(self, f): - - # DataFrame with a Series - results = ([f(df, self.s) for df in self.df1s] + - [f(self.s, df) for df in self.df1s]) - for (df, result) in zip(self.df1s, results): - tm.assert_index_equal(result.index, df.index) - tm.assert_index_equal(result.columns, df.columns) - for i, result in enumerate(results): - if i > 0: - self.compare(result, results[0]) - - -# create the data only once as we are not setting it -def _create_consistency_data(): - def create_series(): - return [Series(), - Series([np.nan]), - Series([np.nan, np.nan]), - Series([3.]), - Series([np.nan, 3.]), - Series([3., np.nan]), - Series([1., 3.]), - Series([2., 2.]), - Series([3., 1.]), - Series([5., 5., 5., 5., np.nan, np.nan, np.nan, 5., 5., np.nan, - np.nan]), - Series([np.nan, 5., 5., 5., np.nan, np.nan, np.nan, 5., 5., - np.nan, np.nan]), - Series([np.nan, np.nan, 5., 5., np.nan, np.nan, np.nan, 5., 5., - np.nan, np.nan]), - Series([np.nan, 3., np.nan, 3., 4., 5., 6., np.nan, np.nan, 7., - 12., 13., 14., 15.]), - Series([np.nan, 5., np.nan, 2., 4., 0., 9., np.nan, np.nan, 3., - 12., 13., 14., 15.]), - Series([2., 3., np.nan, 3., 4., 5., 6., np.nan, np.nan, 7., - 12., 13., 14., 15.]), - Series([2., 5., np.nan, 2., 4., 0., 9., np.nan, np.nan, 3., - 12., 13., 14., 15.]), - Series(range(10)), - Series(range(20, 0, -2)), ] - - def create_dataframes(): - return ([DataFrame(), - DataFrame(columns=['a']), - DataFrame(columns=['a', 'a']), - DataFrame(columns=['a', 'b']), - DataFrame(np.arange(10).reshape((5, 2))), - DataFrame(np.arange(25).reshape((5, 5))), - DataFrame(np.arange(25).reshape((5, 5)), - columns=['a', 'b', 99, 'd', 'd'])] + - [DataFrame(s) for s in create_series()]) - - def is_constant(x): - values = x.values.ravel() - return len(set(values[notna(values)])) == 1 - - def no_nans(x): - return x.notna().all().all() - - # data is a tuple(object, is_contant, no_nans) - data = create_series() + create_dataframes() - - return [(x, is_constant(x), no_nans(x)) for x in data] - - -_consistency_data = _create_consistency_data() - - -def _rolling_consistency_cases(): - for window in [1, 2, 3, 10, 20]: - for min_periods in set([0, 1, 2, 3, 4, window]): - if min_periods and (min_periods > window): - continue - for center in [False, True]: - yield window, min_periods, center - - -class TestMomentsConsistency(Base): - base_functions = [ - (lambda v: Series(v).count(), None, 'count'), - (lambda v: Series(v).max(), None, 'max'), - (lambda v: Series(v).min(), None, 'min'), - (lambda v: Series(v).sum(), None, 'sum'), - (lambda v: Series(v).mean(), None, 'mean'), - (lambda v: Series(v).std(), 1, 'std'), - (lambda v: Series(v).cov(Series(v)), None, 'cov'), - (lambda v: Series(v).corr(Series(v)), None, 'corr'), - (lambda v: Series(v).var(), 1, 'var'), - - # restore once GH 8086 is fixed - # lambda v: Series(v).skew(), 3, 'skew'), - # (lambda v: Series(v).kurt(), 4, 'kurt'), - - # restore once GH 8084 is fixed - # lambda v: Series(v).quantile(0.3), None, 'quantile'), - - (lambda v: Series(v).median(), None, 'median'), - (np.nanmax, 1, 'max'), - (np.nanmin, 1, 'min'), - (np.nansum, 1, 'sum'), - (np.nanmean, 1, 'mean'), - (lambda v: np.nanstd(v, ddof=1), 1, 'std'), - (lambda v: np.nanvar(v, ddof=1), 1, 'var'), - (np.nanmedian, 1, 'median'), - ] - no_nan_functions = [ - (np.max, None, 'max'), - (np.min, None, 'min'), - (np.sum, None, 'sum'), - (np.mean, None, 'mean'), - (lambda v: np.std(v, ddof=1), 1, 'std'), - (lambda v: np.var(v, ddof=1), 1, 'var'), - (np.median, None, 'median'), - ] - - def _create_data(self): - super(TestMomentsConsistency, self)._create_data() - self.data = _consistency_data - - def setup_method(self, method): - self._create_data() - - def _test_moments_consistency(self, min_periods, count, mean, mock_mean, - corr, var_unbiased=None, std_unbiased=None, - cov_unbiased=None, var_biased=None, - std_biased=None, cov_biased=None, - var_debiasing_factors=None): - def _non_null_values(x): - values = x.values.ravel() - return set(values[notna(values)].tolist()) - - for (x, is_constant, no_nans) in self.data: - count_x = count(x) - mean_x = mean(x) - - if mock_mean: - # check that mean equals mock_mean - expected = mock_mean(x) - assert_equal(mean_x, expected.astype('float64')) - - # check that correlation of a series with itself is either 1 or NaN - corr_x_x = corr(x, x) - - # assert _non_null_values(corr_x_x).issubset(set([1.])) - # restore once rolling_cov(x, x) is identically equal to var(x) - - if is_constant: - exp = x.max() if isinstance(x, Series) else x.max().max() - - # check mean of constant series - expected = x * np.nan - expected[count_x >= max(min_periods, 1)] = exp - assert_equal(mean_x, expected) - - # check correlation of constant series with itself is NaN - expected[:] = np.nan - assert_equal(corr_x_x, expected) - - if var_unbiased and var_biased and var_debiasing_factors: - # check variance debiasing factors - var_unbiased_x = var_unbiased(x) - var_biased_x = var_biased(x) - var_debiasing_factors_x = var_debiasing_factors(x) - assert_equal(var_unbiased_x, var_biased_x * - var_debiasing_factors_x) - - for (std, var, cov) in [(std_biased, var_biased, cov_biased), - (std_unbiased, var_unbiased, cov_unbiased) - ]: - - # check that var(x), std(x), and cov(x) are all >= 0 - var_x = var(x) - std_x = std(x) - assert not (var_x < 0).any().any() - assert not (std_x < 0).any().any() - if cov: - cov_x_x = cov(x, x) - assert not (cov_x_x < 0).any().any() - - # check that var(x) == cov(x, x) - assert_equal(var_x, cov_x_x) - - # check that var(x) == std(x)^2 - assert_equal(var_x, std_x * std_x) - - if var is var_biased: - # check that biased var(x) == mean(x^2) - mean(x)^2 - mean_x2 = mean(x * x) - assert_equal(var_x, mean_x2 - (mean_x * mean_x)) - - if is_constant: - # check that variance of constant series is identically 0 - assert not (var_x > 0).any().any() - expected = x * np.nan - expected[count_x >= max(min_periods, 1)] = 0. - if var is var_unbiased: - expected[count_x < 2] = np.nan - assert_equal(var_x, expected) - - if isinstance(x, Series): - for (y, is_constant, no_nans) in self.data: - if not x.isna().equals(y.isna()): - # can only easily test two Series with similar - # structure - continue - - # check that cor(x, y) is symmetric - corr_x_y = corr(x, y) - corr_y_x = corr(y, x) - assert_equal(corr_x_y, corr_y_x) - - if cov: - # check that cov(x, y) is symmetric - cov_x_y = cov(x, y) - cov_y_x = cov(y, x) - assert_equal(cov_x_y, cov_y_x) - - # check that cov(x, y) == (var(x+y) - var(x) - - # var(y)) / 2 - var_x_plus_y = var(x + y) - var_y = var(y) - assert_equal(cov_x_y, 0.5 * - (var_x_plus_y - var_x - var_y)) - - # check that corr(x, y) == cov(x, y) / (std(x) * - # std(y)) - std_y = std(y) - assert_equal(corr_x_y, cov_x_y / (std_x * std_y)) - - if cov is cov_biased: - # check that biased cov(x, y) == mean(x*y) - - # mean(x)*mean(y) - mean_y = mean(y) - mean_x_times_y = mean(x * y) - assert_equal(cov_x_y, mean_x_times_y - - (mean_x * mean_y)) - - @pytest.mark.slow - @pytest.mark.parametrize( - 'min_periods, adjust, ignore_na', product([0, 1, 2, 3, 4], - [True, False], - [False, True])) - def test_ewm_consistency(self, min_periods, adjust, ignore_na): - def _weights(s, com, adjust, ignore_na): - if isinstance(s, DataFrame): - if not len(s.columns): - return DataFrame(index=s.index, columns=s.columns) - w = concat([ - _weights(s.iloc[:, i], com=com, adjust=adjust, - ignore_na=ignore_na) - for i, _ in enumerate(s.columns)], axis=1) - w.index = s.index - w.columns = s.columns - return w - - w = Series(np.nan, index=s.index) - alpha = 1. / (1. + com) - if ignore_na: - w[s.notna()] = _weights(s[s.notna()], com=com, - adjust=adjust, ignore_na=False) - elif adjust: - for i in range(len(s)): - if s.iat[i] == s.iat[i]: - w.iat[i] = pow(1. / (1. - alpha), i) - else: - sum_wts = 0. - prev_i = -1 - for i in range(len(s)): - if s.iat[i] == s.iat[i]: - if prev_i == -1: - w.iat[i] = 1. - else: - w.iat[i] = alpha * sum_wts / pow(1. - alpha, - i - prev_i) - sum_wts += w.iat[i] - prev_i = i - return w - - def _variance_debiasing_factors(s, com, adjust, ignore_na): - weights = _weights(s, com=com, adjust=adjust, ignore_na=ignore_na) - cum_sum = weights.cumsum().fillna(method='ffill') - cum_sum_sq = (weights * weights).cumsum().fillna(method='ffill') - numerator = cum_sum * cum_sum - denominator = numerator - cum_sum_sq - denominator[denominator <= 0.] = np.nan - return numerator / denominator - - def _ewma(s, com, min_periods, adjust, ignore_na): - weights = _weights(s, com=com, adjust=adjust, ignore_na=ignore_na) - result = s.multiply(weights).cumsum().divide(weights.cumsum( - )).fillna(method='ffill') - result[s.expanding().count() < (max(min_periods, 1) if min_periods - else 1)] = np.nan - return result - - com = 3. - # test consistency between different ewm* moments - self._test_moments_consistency( - min_periods=min_periods, - count=lambda x: x.expanding().count(), - mean=lambda x: x.ewm(com=com, min_periods=min_periods, - adjust=adjust, - ignore_na=ignore_na).mean(), - mock_mean=lambda x: _ewma(x, com=com, - min_periods=min_periods, - adjust=adjust, - ignore_na=ignore_na), - corr=lambda x, y: x.ewm(com=com, min_periods=min_periods, - adjust=adjust, - ignore_na=ignore_na).corr(y), - var_unbiased=lambda x: ( - x.ewm(com=com, min_periods=min_periods, - adjust=adjust, - ignore_na=ignore_na).var(bias=False)), - std_unbiased=lambda x: ( - x.ewm(com=com, min_periods=min_periods, - adjust=adjust, ignore_na=ignore_na) - .std(bias=False)), - cov_unbiased=lambda x, y: ( - x.ewm(com=com, min_periods=min_periods, - adjust=adjust, ignore_na=ignore_na) - .cov(y, bias=False)), - var_biased=lambda x: ( - x.ewm(com=com, min_periods=min_periods, - adjust=adjust, ignore_na=ignore_na) - .var(bias=True)), - std_biased=lambda x: x.ewm(com=com, min_periods=min_periods, - adjust=adjust, - ignore_na=ignore_na).std(bias=True), - cov_biased=lambda x, y: ( - x.ewm(com=com, min_periods=min_periods, - adjust=adjust, ignore_na=ignore_na) - .cov(y, bias=True)), - var_debiasing_factors=lambda x: ( - _variance_debiasing_factors(x, com=com, adjust=adjust, - ignore_na=ignore_na))) - - @pytest.mark.slow - @pytest.mark.parametrize( - 'min_periods', [0, 1, 2, 3, 4]) - def test_expanding_consistency(self, min_periods): - - # suppress warnings about empty slices, as we are deliberately testing - # with empty/0-length Series/DataFrames - with warnings.catch_warnings(): - warnings.filterwarnings("ignore", - message=".*(empty slice|0 for slice).*", - category=RuntimeWarning) - - # test consistency between different expanding_* moments - self._test_moments_consistency( - min_periods=min_periods, - count=lambda x: x.expanding().count(), - mean=lambda x: x.expanding( - min_periods=min_periods).mean(), - mock_mean=lambda x: x.expanding( - min_periods=min_periods).sum() / x.expanding().count(), - corr=lambda x, y: x.expanding( - min_periods=min_periods).corr(y), - var_unbiased=lambda x: x.expanding( - min_periods=min_periods).var(), - std_unbiased=lambda x: x.expanding( - min_periods=min_periods).std(), - cov_unbiased=lambda x, y: x.expanding( - min_periods=min_periods).cov(y), - var_biased=lambda x: x.expanding( - min_periods=min_periods).var(ddof=0), - std_biased=lambda x: x.expanding( - min_periods=min_periods).std(ddof=0), - cov_biased=lambda x, y: x.expanding( - min_periods=min_periods).cov(y, ddof=0), - var_debiasing_factors=lambda x: ( - x.expanding().count() / - (x.expanding().count() - 1.) - .replace(0., np.nan))) - - # test consistency between expanding_xyz() and either (a) - # expanding_apply of Series.xyz(), or (b) expanding_apply of - # np.nanxyz() - for (x, is_constant, no_nans) in self.data: - functions = self.base_functions - - # GH 8269 - if no_nans: - functions = self.base_functions + self.no_nan_functions - for (f, require_min_periods, name) in functions: - expanding_f = getattr( - x.expanding(min_periods=min_periods), name) - - if (require_min_periods and - (min_periods is not None) and - (min_periods < require_min_periods)): - continue - - if name == 'count': - expanding_f_result = expanding_f() - expanding_apply_f_result = x.expanding( - min_periods=0).apply(func=f) - else: - if name in ['cov', 'corr']: - expanding_f_result = expanding_f( - pairwise=False) - else: - expanding_f_result = expanding_f() - expanding_apply_f_result = x.expanding( - min_periods=min_periods).apply(func=f) - - # GH 9422 - if name in ['sum', 'prod']: - assert_equal(expanding_f_result, - expanding_apply_f_result) - - @pytest.mark.slow - @pytest.mark.parametrize( - 'window,min_periods,center', list(_rolling_consistency_cases())) - def test_rolling_consistency(self, window, min_periods, center): - - # suppress warnings about empty slices, as we are deliberately testing - # with empty/0-length Series/DataFrames - with warnings.catch_warnings(): - warnings.filterwarnings("ignore", - message=".*(empty slice|0 for slice).*", - category=RuntimeWarning) - - # test consistency between different rolling_* moments - self._test_moments_consistency( - min_periods=min_periods, - count=lambda x: ( - x.rolling(window=window, center=center) - .count()), - mean=lambda x: ( - x.rolling(window=window, min_periods=min_periods, - center=center).mean()), - mock_mean=lambda x: ( - x.rolling(window=window, - min_periods=min_periods, - center=center).sum() - .divide(x.rolling(window=window, - min_periods=min_periods, - center=center).count())), - corr=lambda x, y: ( - x.rolling(window=window, min_periods=min_periods, - center=center).corr(y)), - - var_unbiased=lambda x: ( - x.rolling(window=window, min_periods=min_periods, - center=center).var()), - - std_unbiased=lambda x: ( - x.rolling(window=window, min_periods=min_periods, - center=center).std()), - - cov_unbiased=lambda x, y: ( - x.rolling(window=window, min_periods=min_periods, - center=center).cov(y)), - - var_biased=lambda x: ( - x.rolling(window=window, min_periods=min_periods, - center=center).var(ddof=0)), - - std_biased=lambda x: ( - x.rolling(window=window, min_periods=min_periods, - center=center).std(ddof=0)), - - cov_biased=lambda x, y: ( - x.rolling(window=window, min_periods=min_periods, - center=center).cov(y, ddof=0)), - var_debiasing_factors=lambda x: ( - x.rolling(window=window, center=center).count() - .divide((x.rolling(window=window, center=center) - .count() - 1.) - .replace(0., np.nan)))) - - # test consistency between rolling_xyz() and either (a) - # rolling_apply of Series.xyz(), or (b) rolling_apply of - # np.nanxyz() - for (x, is_constant, no_nans) in self.data: - functions = self.base_functions - - # GH 8269 - if no_nans: - functions = self.base_functions + self.no_nan_functions - for (f, require_min_periods, name) in functions: - rolling_f = getattr( - x.rolling(window=window, center=center, - min_periods=min_periods), name) - - if require_min_periods and ( - min_periods is not None) and ( - min_periods < require_min_periods): - continue - - if name == 'count': - rolling_f_result = rolling_f() - rolling_apply_f_result = x.rolling( - window=window, min_periods=0, - center=center).apply(func=f) - else: - if name in ['cov', 'corr']: - rolling_f_result = rolling_f( - pairwise=False) - else: - rolling_f_result = rolling_f() - rolling_apply_f_result = x.rolling( - window=window, min_periods=min_periods, - center=center).apply(func=f) - - # GH 9422 - if name in ['sum', 'prod']: - assert_equal(rolling_f_result, - rolling_apply_f_result) - - # binary moments - def test_rolling_cov(self): - A = self.series - B = A + randn(len(A)) - - result = A.rolling(window=50, min_periods=25).cov(B) - tm.assert_almost_equal(result[-1], np.cov(A[-50:], B[-50:])[0, 1]) - - def test_rolling_cov_pairwise(self): - self._check_pairwise_moment('rolling', 'cov', window=10, min_periods=5) - - def test_rolling_corr(self): - A = self.series - B = A + randn(len(A)) - - result = A.rolling(window=50, min_periods=25).corr(B) - tm.assert_almost_equal(result[-1], np.corrcoef(A[-50:], B[-50:])[0, 1]) - - # test for correct bias correction - a = tm.makeTimeSeries() - b = tm.makeTimeSeries() - a[:5] = np.nan - b[:10] = np.nan - - result = a.rolling(window=len(a), min_periods=1).corr(b) - tm.assert_almost_equal(result[-1], a.corr(b)) - - def test_rolling_corr_pairwise(self): - self._check_pairwise_moment('rolling', 'corr', window=10, - min_periods=5) - - @pytest.mark.parametrize('window', range(7)) - def test_rolling_corr_with_zero_variance(self, window): - # GH 18430 - s = pd.Series(np.zeros(20)) - other = pd.Series(np.arange(20)) - - assert s.rolling(window=window).corr(other=other).isna().all() - - def _check_pairwise_moment(self, dispatch, name, **kwargs): - def get_result(obj, obj2=None): - return getattr(getattr(obj, dispatch)(**kwargs), name)(obj2) - - result = get_result(self.frame) - result = result.loc[(slice(None), 1), 5] - result.index = result.index.droplevel(1) - expected = get_result(self.frame[1], self.frame[5]) - tm.assert_series_equal(result, expected, check_names=False) - - def test_flex_binary_moment(self): - # GH3155 - # don't blow the stack - pytest.raises(TypeError, rwindow._flex_binary_moment, 5, 6, None) - - def test_corr_sanity(self): - # GH 3155 - df = DataFrame(np.array( - [[0.87024726, 0.18505595], [0.64355431, 0.3091617], - [0.92372966, 0.50552513], [0.00203756, 0.04520709], - [0.84780328, 0.33394331], [0.78369152, 0.63919667]])) - - res = df[0].rolling(5, center=True).corr(df[1]) - assert all(np.abs(np.nan_to_num(x)) <= 1 for x in res) - - # and some fuzzing - for _ in range(10): - df = DataFrame(np.random.rand(30, 2)) - res = df[0].rolling(5, center=True).corr(df[1]) - try: - assert all(np.abs(np.nan_to_num(x)) <= 1 for x in res) - except AssertionError: - print(res) - - def test_flex_binary_frame(self): - def _check(method): - series = self.frame[1] - - res = getattr(series.rolling(window=10), method)(self.frame) - res2 = getattr(self.frame.rolling(window=10), method)(series) - exp = self.frame.apply(lambda x: getattr( - series.rolling(window=10), method)(x)) - - tm.assert_frame_equal(res, exp) - tm.assert_frame_equal(res2, exp) - - frame2 = self.frame.copy() - frame2.values[:] = np.random.randn(*frame2.shape) - - res3 = getattr(self.frame.rolling(window=10), method)(frame2) - exp = DataFrame(dict((k, getattr(self.frame[k].rolling( - window=10), method)(frame2[k])) for k in self.frame)) - tm.assert_frame_equal(res3, exp) - - methods = ['corr', 'cov'] - for meth in methods: - _check(meth) - - def test_ewmcov(self): - self._check_binary_ew('cov') - - def test_ewmcov_pairwise(self): - self._check_pairwise_moment('ewm', 'cov', span=10, min_periods=5) - - def test_ewmcorr(self): - self._check_binary_ew('corr') - - def test_ewmcorr_pairwise(self): - self._check_pairwise_moment('ewm', 'corr', span=10, min_periods=5) - - def _check_binary_ew(self, name): - def func(A, B, com, **kwargs): - return getattr(A.ewm(com, **kwargs), name)(B) - - A = Series(randn(50), index=np.arange(50)) - B = A[2:] + randn(48) - - A[:10] = np.NaN - B[-10:] = np.NaN - - result = func(A, B, 20, min_periods=5) - assert np.isnan(result.values[:14]).all() - assert not np.isnan(result.values[14:]).any() - - # GH 7898 - for min_periods in (0, 1, 2): - result = func(A, B, 20, min_periods=min_periods) - # binary functions (ewmcov, ewmcorr) with bias=False require at - # least two values - assert np.isnan(result.values[:11]).all() - assert not np.isnan(result.values[11:]).any() - - # check series of length 0 - result = func(Series([]), Series([]), 50, min_periods=min_periods) - tm.assert_series_equal(result, Series([])) - - # check series of length 1 - result = func( - Series([1.]), Series([1.]), 50, min_periods=min_periods) - tm.assert_series_equal(result, Series([np.NaN])) - - pytest.raises(Exception, func, A, randn(50), 20, min_periods=5) - - def test_expanding_apply_args_kwargs(self): - def mean_w_arg(x, const): - return np.mean(x) + const - - df = DataFrame(np.random.rand(20, 3)) - - expected = df.expanding().apply(np.mean) + 20. - - tm.assert_frame_equal(df.expanding().apply(mean_w_arg, args=(20, )), - expected) - tm.assert_frame_equal(df.expanding().apply(mean_w_arg, - kwargs={'const': 20}), - expected) - - def test_expanding_corr(self): - A = self.series.dropna() - B = (A + randn(len(A)))[:-5] - - result = A.expanding().corr(B) - - rolling_result = A.rolling(window=len(A), min_periods=1).corr(B) - - tm.assert_almost_equal(rolling_result, result) - - def test_expanding_count(self): - result = self.series.expanding().count() - tm.assert_almost_equal(result, self.series.rolling( - window=len(self.series)).count()) - - def test_expanding_quantile(self): - result = self.series.expanding().quantile(0.5) - - rolling_result = self.series.rolling(window=len(self.series), - min_periods=1).quantile(0.5) - - tm.assert_almost_equal(result, rolling_result) - - def test_expanding_cov(self): - A = self.series - B = (A + randn(len(A)))[:-5] - - result = A.expanding().cov(B) - - rolling_result = A.rolling(window=len(A), min_periods=1).cov(B) - - tm.assert_almost_equal(rolling_result, result) - - def test_expanding_cov_pairwise(self): - result = self.frame.expanding().corr() - - rolling_result = self.frame.rolling(window=len(self.frame), - min_periods=1).corr() - - tm.assert_frame_equal(result, rolling_result) - - def test_expanding_corr_pairwise(self): - result = self.frame.expanding().corr() - - rolling_result = self.frame.rolling(window=len(self.frame), - min_periods=1).corr() - tm.assert_frame_equal(result, rolling_result) - - def test_expanding_cov_diff_index(self): - # GH 7512 - s1 = Series([1, 2, 3], index=[0, 1, 2]) - s2 = Series([1, 3], index=[0, 2]) - result = s1.expanding().cov(s2) - expected = Series([None, None, 2.0]) - tm.assert_series_equal(result, expected) - - s2a = Series([1, None, 3], index=[0, 1, 2]) - result = s1.expanding().cov(s2a) - tm.assert_series_equal(result, expected) - - s1 = Series([7, 8, 10], index=[0, 1, 3]) - s2 = Series([7, 9, 10], index=[0, 2, 3]) - result = s1.expanding().cov(s2) - expected = Series([None, None, None, 4.5]) - tm.assert_series_equal(result, expected) - - def test_expanding_corr_diff_index(self): - # GH 7512 - s1 = Series([1, 2, 3], index=[0, 1, 2]) - s2 = Series([1, 3], index=[0, 2]) - result = s1.expanding().corr(s2) - expected = Series([None, None, 1.0]) - tm.assert_series_equal(result, expected) - - s2a = Series([1, None, 3], index=[0, 1, 2]) - result = s1.expanding().corr(s2a) - tm.assert_series_equal(result, expected) - - s1 = Series([7, 8, 10], index=[0, 1, 3]) - s2 = Series([7, 9, 10], index=[0, 2, 3]) - result = s1.expanding().corr(s2) - expected = Series([None, None, None, 1.]) - tm.assert_series_equal(result, expected) - - def test_rolling_cov_diff_length(self): - # GH 7512 - s1 = Series([1, 2, 3], index=[0, 1, 2]) - s2 = Series([1, 3], index=[0, 2]) - result = s1.rolling(window=3, min_periods=2).cov(s2) - expected = Series([None, None, 2.0]) - tm.assert_series_equal(result, expected) - - s2a = Series([1, None, 3], index=[0, 1, 2]) - result = s1.rolling(window=3, min_periods=2).cov(s2a) - tm.assert_series_equal(result, expected) - - def test_rolling_corr_diff_length(self): - # GH 7512 - s1 = Series([1, 2, 3], index=[0, 1, 2]) - s2 = Series([1, 3], index=[0, 2]) - result = s1.rolling(window=3, min_periods=2).corr(s2) - expected = Series([None, None, 1.0]) - tm.assert_series_equal(result, expected) - - s2a = Series([1, None, 3], index=[0, 1, 2]) - result = s1.rolling(window=3, min_periods=2).corr(s2a) - tm.assert_series_equal(result, expected) - - def test_rolling_functions_window_non_shrinkage(self): - # GH 7764 - s = Series(range(4)) - s_expected = Series(np.nan, index=s.index) - df = DataFrame([[1, 5], [3, 2], [3, 9], [-1, 0]], columns=['A', 'B']) - df_expected = DataFrame(np.nan, index=df.index, columns=df.columns) - - functions = [lambda x: (x.rolling(window=10, min_periods=5) - .cov(x, pairwise=False)), - lambda x: (x.rolling(window=10, min_periods=5) - .corr(x, pairwise=False)), - lambda x: x.rolling(window=10, min_periods=5).max(), - lambda x: x.rolling(window=10, min_periods=5).min(), - lambda x: x.rolling(window=10, min_periods=5).sum(), - lambda x: x.rolling(window=10, min_periods=5).mean(), - lambda x: x.rolling(window=10, min_periods=5).std(), - lambda x: x.rolling(window=10, min_periods=5).var(), - lambda x: x.rolling(window=10, min_periods=5).skew(), - lambda x: x.rolling(window=10, min_periods=5).kurt(), - lambda x: x.rolling( - window=10, min_periods=5).quantile(quantile=0.5), - lambda x: x.rolling(window=10, min_periods=5).median(), - lambda x: x.rolling(window=10, min_periods=5).apply(sum), - lambda x: x.rolling(win_type='boxcar', - window=10, min_periods=5).mean()] - for f in functions: - try: - s_result = f(s) - tm.assert_series_equal(s_result, s_expected) - - df_result = f(df) - tm.assert_frame_equal(df_result, df_expected) - except (ImportError): - - # scipy needed for rolling_window - continue - - def test_rolling_functions_window_non_shrinkage_binary(self): - - # corr/cov return a MI DataFrame - df = DataFrame([[1, 5], [3, 2], [3, 9], [-1, 0]], - columns=Index(['A', 'B'], name='foo'), - index=Index(range(4), name='bar')) - df_expected = DataFrame( - columns=Index(['A', 'B'], name='foo'), - index=pd.MultiIndex.from_product([df.index, df.columns], - names=['bar', 'foo']), - dtype='float64') - functions = [lambda x: (x.rolling(window=10, min_periods=5) - .cov(x, pairwise=True)), - lambda x: (x.rolling(window=10, min_periods=5) - .corr(x, pairwise=True))] - for f in functions: - df_result = f(df) - tm.assert_frame_equal(df_result, df_expected) - - def test_moment_functions_zero_length(self): - # GH 8056 - s = Series() - s_expected = s - df1 = DataFrame() - df1_expected = df1 - df2 = DataFrame(columns=['a']) - df2['a'] = df2['a'].astype('float64') - df2_expected = df2 - - functions = [lambda x: x.expanding().count(), - lambda x: x.expanding(min_periods=5).cov( - x, pairwise=False), - lambda x: x.expanding(min_periods=5).corr( - x, pairwise=False), - lambda x: x.expanding(min_periods=5).max(), - lambda x: x.expanding(min_periods=5).min(), - lambda x: x.expanding(min_periods=5).sum(), - lambda x: x.expanding(min_periods=5).mean(), - lambda x: x.expanding(min_periods=5).std(), - lambda x: x.expanding(min_periods=5).var(), - lambda x: x.expanding(min_periods=5).skew(), - lambda x: x.expanding(min_periods=5).kurt(), - lambda x: x.expanding(min_periods=5).quantile(0.5), - lambda x: x.expanding(min_periods=5).median(), - lambda x: x.expanding(min_periods=5).apply(sum), - lambda x: x.rolling(window=10).count(), - lambda x: x.rolling(window=10, min_periods=5).cov( - x, pairwise=False), - lambda x: x.rolling(window=10, min_periods=5).corr( - x, pairwise=False), - lambda x: x.rolling(window=10, min_periods=5).max(), - lambda x: x.rolling(window=10, min_periods=5).min(), - lambda x: x.rolling(window=10, min_periods=5).sum(), - lambda x: x.rolling(window=10, min_periods=5).mean(), - lambda x: x.rolling(window=10, min_periods=5).std(), - lambda x: x.rolling(window=10, min_periods=5).var(), - lambda x: x.rolling(window=10, min_periods=5).skew(), - lambda x: x.rolling(window=10, min_periods=5).kurt(), - lambda x: x.rolling( - window=10, min_periods=5).quantile(0.5), - lambda x: x.rolling(window=10, min_periods=5).median(), - lambda x: x.rolling(window=10, min_periods=5).apply(sum), - lambda x: x.rolling(win_type='boxcar', - window=10, min_periods=5).mean(), - ] - for f in functions: - try: - s_result = f(s) - tm.assert_series_equal(s_result, s_expected) - - df1_result = f(df1) - tm.assert_frame_equal(df1_result, df1_expected) - - df2_result = f(df2) - tm.assert_frame_equal(df2_result, df2_expected) - except (ImportError): - - # scipy needed for rolling_window - continue - - def test_moment_functions_zero_length_pairwise(self): - - df1 = DataFrame() - df1_expected = df1 - df2 = DataFrame(columns=Index(['a'], name='foo'), - index=Index([], name='bar')) - df2['a'] = df2['a'].astype('float64') - - df1_expected = DataFrame( - index=pd.MultiIndex.from_product([df1.index, df1.columns]), - columns=Index([])) - df2_expected = DataFrame( - index=pd.MultiIndex.from_product([df2.index, df2.columns], - names=['bar', 'foo']), - columns=Index(['a'], name='foo'), - dtype='float64') - - functions = [lambda x: (x.expanding(min_periods=5) - .cov(x, pairwise=True)), - lambda x: (x.expanding(min_periods=5) - .corr(x, pairwise=True)), - lambda x: (x.rolling(window=10, min_periods=5) - .cov(x, pairwise=True)), - lambda x: (x.rolling(window=10, min_periods=5) - .corr(x, pairwise=True)), - ] - for f in functions: - df1_result = f(df1) - tm.assert_frame_equal(df1_result, df1_expected) - - df2_result = f(df2) - tm.assert_frame_equal(df2_result, df2_expected) - - def test_expanding_cov_pairwise_diff_length(self): - # GH 7512 - df1 = DataFrame([[1, 5], [3, 2], [3, 9]], - columns=Index(['A', 'B'], name='foo')) - df1a = DataFrame([[1, 5], [3, 9]], - index=[0, 2], - columns=Index(['A', 'B'], name='foo')) - df2 = DataFrame([[5, 6], [None, None], [2, 1]], - columns=Index(['X', 'Y'], name='foo')) - df2a = DataFrame([[5, 6], [2, 1]], - index=[0, 2], - columns=Index(['X', 'Y'], name='foo')) - # TODO: xref gh-15826 - # .loc is not preserving the names - result1 = df1.expanding().cov(df2a, pairwise=True).loc[2] - result2 = df1.expanding().cov(df2a, pairwise=True).loc[2] - result3 = df1a.expanding().cov(df2, pairwise=True).loc[2] - result4 = df1a.expanding().cov(df2a, pairwise=True).loc[2] - expected = DataFrame([[-3.0, -6.0], [-5.0, -10.0]], - columns=Index(['A', 'B'], name='foo'), - index=Index(['X', 'Y'], name='foo')) - tm.assert_frame_equal(result1, expected) - tm.assert_frame_equal(result2, expected) - tm.assert_frame_equal(result3, expected) - tm.assert_frame_equal(result4, expected) - - def test_expanding_corr_pairwise_diff_length(self): - # GH 7512 - df1 = DataFrame([[1, 2], [3, 2], [3, 4]], - columns=['A', 'B'], - index=Index(range(3), name='bar')) - df1a = DataFrame([[1, 2], [3, 4]], - index=Index([0, 2], name='bar'), - columns=['A', 'B']) - df2 = DataFrame([[5, 6], [None, None], [2, 1]], - columns=['X', 'Y'], - index=Index(range(3), name='bar')) - df2a = DataFrame([[5, 6], [2, 1]], - index=Index([0, 2], name='bar'), - columns=['X', 'Y']) - result1 = df1.expanding().corr(df2, pairwise=True).loc[2] - result2 = df1.expanding().corr(df2a, pairwise=True).loc[2] - result3 = df1a.expanding().corr(df2, pairwise=True).loc[2] - result4 = df1a.expanding().corr(df2a, pairwise=True).loc[2] - expected = DataFrame([[-1.0, -1.0], [-1.0, -1.0]], - columns=['A', 'B'], - index=Index(['X', 'Y'])) - tm.assert_frame_equal(result1, expected) - tm.assert_frame_equal(result2, expected) - tm.assert_frame_equal(result3, expected) - tm.assert_frame_equal(result4, expected) - - def test_rolling_skew_edge_cases(self): - - all_nan = Series([np.NaN] * 5) - - # yields all NaN (0 variance) - d = Series([1] * 5) - x = d.rolling(window=5).skew() - tm.assert_series_equal(all_nan, x) - - # yields all NaN (window too small) - d = Series(np.random.randn(5)) - x = d.rolling(window=2).skew() - tm.assert_series_equal(all_nan, x) - - # yields [NaN, NaN, NaN, 0.177994, 1.548824] - d = Series([-1.50837035, -0.1297039, 0.19501095, 1.73508164, 0.41941401 - ]) - expected = Series([np.NaN, np.NaN, np.NaN, 0.177994, 1.548824]) - x = d.rolling(window=4).skew() - tm.assert_series_equal(expected, x) - - def test_rolling_kurt_edge_cases(self): - - all_nan = Series([np.NaN] * 5) - - # yields all NaN (0 variance) - d = Series([1] * 5) - x = d.rolling(window=5).kurt() - tm.assert_series_equal(all_nan, x) - - # yields all NaN (window too small) - d = Series(np.random.randn(5)) - x = d.rolling(window=3).kurt() - tm.assert_series_equal(all_nan, x) - - # yields [NaN, NaN, NaN, 1.224307, 2.671499] - d = Series([-1.50837035, -0.1297039, 0.19501095, 1.73508164, 0.41941401 - ]) - expected = Series([np.NaN, np.NaN, np.NaN, 1.224307, 2.671499]) - x = d.rolling(window=4).kurt() - tm.assert_series_equal(expected, x) - - def test_rolling_skew_eq_value_fperr(self): - # #18804 all rolling skew for all equal values should return Nan - a = Series([1.1] * 15).rolling(window=10).skew() - assert np.isnan(a).all() - - def test_rolling_kurt_eq_value_fperr(self): - # #18804 all rolling kurt for all equal values should return Nan - a = Series([1.1] * 15).rolling(window=10).kurt() - assert np.isnan(a).all() - - @pytest.mark.parametrize('func,static_comp', [('sum', np.sum), - ('mean', np.mean), - ('max', np.max), - ('min', np.min)], - ids=['sum', 'mean', 'max', 'min']) - def test_expanding_func(self, func, static_comp): - def expanding_func(x, min_periods=1, center=False, axis=0): - exp = x.expanding(min_periods=min_periods, - center=center, axis=axis) - return getattr(exp, func)() - self._check_expanding(expanding_func, static_comp, preserve_nan=False) - - def test_expanding_apply(self): - - def expanding_mean(x, min_periods=1): - exp = x.expanding(min_periods=min_periods) - return exp.apply(lambda x: x.mean()) - - self._check_expanding(expanding_mean, np.mean) - - ser = Series([]) - tm.assert_series_equal(ser, ser.expanding().apply(lambda x: x.mean())) - - # GH 8080 - s = Series([None, None, None]) - result = s.expanding(min_periods=0).apply(lambda x: len(x)) - expected = Series([1., 2., 3.]) - tm.assert_series_equal(result, expected) - - def _check_expanding(self, func, static_comp, has_min_periods=True, - has_time_rule=True, preserve_nan=True): - - series_result = func(self.series) - assert isinstance(series_result, Series) - frame_result = func(self.frame) - assert isinstance(frame_result, DataFrame) - - result = func(self.series) - tm.assert_almost_equal(result[10], static_comp(self.series[:11])) - - if preserve_nan: - assert result.iloc[self._nan_locs].isna().all() - - ser = Series(randn(50)) - - if has_min_periods: - result = func(ser, min_periods=30) - assert result[:29].isna().all() - tm.assert_almost_equal(result.iloc[-1], static_comp(ser[:50])) - - # min_periods is working correctly - result = func(ser, min_periods=15) - assert isna(result.iloc[13]) - assert notna(result.iloc[14]) - - ser2 = Series(randn(20)) - result = func(ser2, min_periods=5) - assert isna(result[3]) - assert notna(result[4]) - - # min_periods=0 - result0 = func(ser, min_periods=0) - result1 = func(ser, min_periods=1) - tm.assert_almost_equal(result0, result1) - else: - result = func(ser) - tm.assert_almost_equal(result.iloc[-1], static_comp(ser[:50])) - - def test_rolling_max_gh6297(self): - """Replicate result expected in GH #6297""" - - indices = [datetime(1975, 1, i) for i in range(1, 6)] - # So that we can have 2 datapoints on one of the days - indices.append(datetime(1975, 1, 3, 6, 0)) - series = Series(range(1, 7), index=indices) - # Use floats instead of ints as values - series = series.map(lambda x: float(x)) - # Sort chronologically - series = series.sort_index() - - expected = Series([1.0, 2.0, 6.0, 4.0, 5.0], - index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) - x = series.resample('D').max().rolling(window=1).max() - tm.assert_series_equal(expected, x) - - def test_rolling_max_resample(self): - - indices = [datetime(1975, 1, i) for i in range(1, 6)] - # So that we can have 3 datapoints on last day (4, 10, and 20) - indices.append(datetime(1975, 1, 5, 1)) - indices.append(datetime(1975, 1, 5, 2)) - series = Series(list(range(0, 5)) + [10, 20], index=indices) - # Use floats instead of ints as values - series = series.map(lambda x: float(x)) - # Sort chronologically - series = series.sort_index() - - # Default how should be max - expected = Series([0.0, 1.0, 2.0, 3.0, 20.0], - index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) - x = series.resample('D').max().rolling(window=1).max() - tm.assert_series_equal(expected, x) - - # Now specify median (10.0) - expected = Series([0.0, 1.0, 2.0, 3.0, 10.0], - index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) - x = series.resample('D').median().rolling(window=1).max() - tm.assert_series_equal(expected, x) - - # Now specify mean (4+10+20)/3 - v = (4.0 + 10.0 + 20.0) / 3.0 - expected = Series([0.0, 1.0, 2.0, 3.0, v], - index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) - x = series.resample('D').mean().rolling(window=1).max() - tm.assert_series_equal(expected, x) - - def test_rolling_min_resample(self): - - indices = [datetime(1975, 1, i) for i in range(1, 6)] - # So that we can have 3 datapoints on last day (4, 10, and 20) - indices.append(datetime(1975, 1, 5, 1)) - indices.append(datetime(1975, 1, 5, 2)) - series = Series(list(range(0, 5)) + [10, 20], index=indices) - # Use floats instead of ints as values - series = series.map(lambda x: float(x)) - # Sort chronologically - series = series.sort_index() - - # Default how should be min - expected = Series([0.0, 1.0, 2.0, 3.0, 4.0], - index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) - r = series.resample('D').min().rolling(window=1) - tm.assert_series_equal(expected, r.min()) - - def test_rolling_median_resample(self): - - indices = [datetime(1975, 1, i) for i in range(1, 6)] - # So that we can have 3 datapoints on last day (4, 10, and 20) - indices.append(datetime(1975, 1, 5, 1)) - indices.append(datetime(1975, 1, 5, 2)) - series = Series(list(range(0, 5)) + [10, 20], index=indices) - # Use floats instead of ints as values - series = series.map(lambda x: float(x)) - # Sort chronologically - series = series.sort_index() - - # Default how should be median - expected = Series([0.0, 1.0, 2.0, 3.0, 10], - index=[datetime(1975, 1, i, 0) for i in range(1, 6)]) - x = series.resample('D').median().rolling(window=1).median() - tm.assert_series_equal(expected, x) - - def test_rolling_median_memory_error(self): - # GH11722 - n = 20000 - Series(np.random.randn(n)).rolling(window=2, center=False).median() - Series(np.random.randn(n)).rolling(window=2, center=False).median() - - def test_rolling_min_max_numeric_types(self): - - # GH12373 - types_test = [np.dtype("f{}".format(width)) for width in [4, 8]] - types_test.extend([np.dtype("{}{}".format(sign, width)) - for width in [1, 2, 4, 8] for sign in "ui"]) - for data_type in types_test: - # Just testing that these don't throw exceptions and that - # the return type is float64. Other tests will cover quantitative - # correctness - result = (DataFrame(np.arange(20, dtype=data_type)) - .rolling(window=5).max()) - assert result.dtypes[0] == np.dtype("f8") - result = (DataFrame(np.arange(20, dtype=data_type)) - .rolling(window=5).min()) - assert result.dtypes[0] == np.dtype("f8") - - -class TestGrouperGrouping(object): - - def setup_method(self, method): - self.series = Series(np.arange(10)) - self.frame = DataFrame({'A': [1] * 20 + [2] * 12 + [3] * 8, - 'B': np.arange(40)}) - - def test_mutated(self): - - def f(): - self.frame.groupby('A', foo=1) - pytest.raises(TypeError, f) - - g = self.frame.groupby('A') - assert not g.mutated - g = self.frame.groupby('A', mutated=True) - assert g.mutated - - def test_getitem(self): - g = self.frame.groupby('A') - g_mutated = self.frame.groupby('A', mutated=True) - - expected = g_mutated.B.apply(lambda x: x.rolling(2).mean()) - - result = g.rolling(2).mean().B - tm.assert_series_equal(result, expected) - - result = g.rolling(2).B.mean() - tm.assert_series_equal(result, expected) - - result = g.B.rolling(2).mean() - tm.assert_series_equal(result, expected) - - result = self.frame.B.groupby(self.frame.A).rolling(2).mean() - tm.assert_series_equal(result, expected) - - def test_getitem_multiple(self): - - # GH 13174 - g = self.frame.groupby('A') - r = g.rolling(2) - g_mutated = self.frame.groupby('A', mutated=True) - expected = g_mutated.B.apply(lambda x: x.rolling(2).count()) - - result = r.B.count() - tm.assert_series_equal(result, expected) - - result = r.B.count() - tm.assert_series_equal(result, expected) - - def test_rolling(self): - g = self.frame.groupby('A') - r = g.rolling(window=4) - - for f in ['sum', 'mean', 'min', 'max', 'count', 'kurt', 'skew']: - - result = getattr(r, f)() - expected = g.apply(lambda x: getattr(x.rolling(4), f)()) - tm.assert_frame_equal(result, expected) - - for f in ['std', 'var']: - result = getattr(r, f)(ddof=1) - expected = g.apply(lambda x: getattr(x.rolling(4), f)(ddof=1)) - tm.assert_frame_equal(result, expected) - - result = r.quantile(0.5) - expected = g.apply(lambda x: x.rolling(4).quantile(0.5)) - tm.assert_frame_equal(result, expected) - - def test_rolling_corr_cov(self): - g = self.frame.groupby('A') - r = g.rolling(window=4) - - for f in ['corr', 'cov']: - result = getattr(r, f)(self.frame) - - def func(x): - return getattr(x.rolling(4), f)(self.frame) - expected = g.apply(func) - tm.assert_frame_equal(result, expected) - - result = getattr(r.B, f)(pairwise=True) - - def func(x): - return getattr(x.B.rolling(4), f)(pairwise=True) - expected = g.apply(func) - tm.assert_series_equal(result, expected) - - def test_rolling_apply(self): - g = self.frame.groupby('A') - r = g.rolling(window=4) - - # reduction - result = r.apply(lambda x: x.sum()) - expected = g.apply(lambda x: x.rolling(4).apply(lambda y: y.sum())) - tm.assert_frame_equal(result, expected) - - def test_expanding(self): - g = self.frame.groupby('A') - r = g.expanding() - - for f in ['sum', 'mean', 'min', 'max', 'count', 'kurt', 'skew']: - - result = getattr(r, f)() - expected = g.apply(lambda x: getattr(x.expanding(), f)()) - tm.assert_frame_equal(result, expected) - - for f in ['std', 'var']: - result = getattr(r, f)(ddof=0) - expected = g.apply(lambda x: getattr(x.expanding(), f)(ddof=0)) - tm.assert_frame_equal(result, expected) - - result = r.quantile(0.5) - expected = g.apply(lambda x: x.expanding().quantile(0.5)) - tm.assert_frame_equal(result, expected) - - def test_expanding_corr_cov(self): - g = self.frame.groupby('A') - r = g.expanding() - - for f in ['corr', 'cov']: - result = getattr(r, f)(self.frame) - - def func(x): - return getattr(x.expanding(), f)(self.frame) - expected = g.apply(func) - tm.assert_frame_equal(result, expected) - - result = getattr(r.B, f)(pairwise=True) - - def func(x): - return getattr(x.B.expanding(), f)(pairwise=True) - expected = g.apply(func) - tm.assert_series_equal(result, expected) - - def test_expanding_apply(self): - g = self.frame.groupby('A') - r = g.expanding() - - # reduction - result = r.apply(lambda x: x.sum()) - expected = g.apply(lambda x: x.expanding().apply(lambda y: y.sum())) - tm.assert_frame_equal(result, expected) - - -class TestRollingTS(object): - - # rolling time-series friendly - # xref GH13327 - - def setup_method(self, method): - - self.regular = DataFrame({'A': pd.date_range('20130101', - periods=5, - freq='s'), - 'B': range(5)}).set_index('A') - - self.ragged = DataFrame({'B': range(5)}) - self.ragged.index = [Timestamp('20130101 09:00:00'), - Timestamp('20130101 09:00:02'), - Timestamp('20130101 09:00:03'), - Timestamp('20130101 09:00:05'), - Timestamp('20130101 09:00:06')] - - def test_doc_string(self): - - df = DataFrame({'B': [0, 1, 2, np.nan, 4]}, - index=[Timestamp('20130101 09:00:00'), - Timestamp('20130101 09:00:02'), - Timestamp('20130101 09:00:03'), - Timestamp('20130101 09:00:05'), - Timestamp('20130101 09:00:06')]) - df - df.rolling('2s').sum() - - def test_valid(self): - - df = self.regular - - # not a valid freq - with pytest.raises(ValueError): - df.rolling(window='foobar') - - # not a datetimelike index - with pytest.raises(ValueError): - df.reset_index().rolling(window='foobar') - - # non-fixed freqs - for freq in ['2MS', pd.offsets.MonthBegin(2)]: - with pytest.raises(ValueError): - df.rolling(window=freq) - - for freq in ['1D', pd.offsets.Day(2), '2ms']: - df.rolling(window=freq) - - # non-integer min_periods - for minp in [1.0, 'foo', np.array([1, 2, 3])]: - with pytest.raises(ValueError): - df.rolling(window='1D', min_periods=minp) - - # center is not implemented - with pytest.raises(NotImplementedError): - df.rolling(window='1D', center=True) - - def test_on(self): - - df = self.regular - - # not a valid column - with pytest.raises(ValueError): - df.rolling(window='2s', on='foobar') - - # column is valid - df = df.copy() - df['C'] = pd.date_range('20130101', periods=len(df)) - df.rolling(window='2d', on='C').sum() - - # invalid columns - with pytest.raises(ValueError): - df.rolling(window='2d', on='B') - - # ok even though on non-selected - df.rolling(window='2d', on='C').B.sum() - - def test_monotonic_on(self): - - # on/index must be monotonic - df = DataFrame({'A': pd.date_range('20130101', - periods=5, - freq='s'), - 'B': range(5)}) - - assert df.A.is_monotonic - df.rolling('2s', on='A').sum() - - df = df.set_index('A') - assert df.index.is_monotonic - df.rolling('2s').sum() - - # non-monotonic - df.index = reversed(df.index.tolist()) - assert not df.index.is_monotonic - - with pytest.raises(ValueError): - df.rolling('2s').sum() - - df = df.reset_index() - with pytest.raises(ValueError): - df.rolling('2s', on='A').sum() - - def test_frame_on(self): - - df = DataFrame({'B': range(5), - 'C': pd.date_range('20130101 09:00:00', - periods=5, - freq='3s')}) - - df['A'] = [Timestamp('20130101 09:00:00'), - Timestamp('20130101 09:00:02'), - Timestamp('20130101 09:00:03'), - Timestamp('20130101 09:00:05'), - Timestamp('20130101 09:00:06')] - - # we are doing simulating using 'on' - expected = (df.set_index('A') - .rolling('2s') - .B - .sum() - .reset_index(drop=True) - ) - - result = (df.rolling('2s', on='A') - .B - .sum() - ) - tm.assert_series_equal(result, expected) - - # test as a frame - # we should be ignoring the 'on' as an aggregation column - # note that the expected is setting, computing, and resetting - # so the columns need to be switched compared - # to the actual result where they are ordered as in the - # original - expected = (df.set_index('A') - .rolling('2s')[['B']] - .sum() - .reset_index()[['B', 'A']] - ) - - result = (df.rolling('2s', on='A')[['B']] - .sum() - ) - tm.assert_frame_equal(result, expected) - - def test_frame_on2(self): - - # using multiple aggregation columns - df = DataFrame({'A': [0, 1, 2, 3, 4], - 'B': [0, 1, 2, np.nan, 4], - 'C': Index([Timestamp('20130101 09:00:00'), - Timestamp('20130101 09:00:02'), - Timestamp('20130101 09:00:03'), - Timestamp('20130101 09:00:05'), - Timestamp('20130101 09:00:06')])}, - columns=['A', 'C', 'B']) - - expected1 = DataFrame({'A': [0., 1, 3, 3, 7], - 'B': [0, 1, 3, np.nan, 4], - 'C': df['C']}, - columns=['A', 'C', 'B']) - - result = df.rolling('2s', on='C').sum() - expected = expected1 - tm.assert_frame_equal(result, expected) - - expected = Series([0, 1, 3, np.nan, 4], name='B') - result = df.rolling('2s', on='C').B.sum() - tm.assert_series_equal(result, expected) - - expected = expected1[['A', 'B', 'C']] - result = df.rolling('2s', on='C')[['A', 'B', 'C']].sum() - tm.assert_frame_equal(result, expected) - - def test_basic_regular(self): - - df = self.regular.copy() - - df.index = pd.date_range('20130101', periods=5, freq='D') - expected = df.rolling(window=1, min_periods=1).sum() - result = df.rolling(window='1D').sum() - tm.assert_frame_equal(result, expected) - - df.index = pd.date_range('20130101', periods=5, freq='2D') - expected = df.rolling(window=1, min_periods=1).sum() - result = df.rolling(window='2D', min_periods=1).sum() - tm.assert_frame_equal(result, expected) - - expected = df.rolling(window=1, min_periods=1).sum() - result = df.rolling(window='2D', min_periods=1).sum() - tm.assert_frame_equal(result, expected) - - expected = df.rolling(window=1).sum() - result = df.rolling(window='2D').sum() - tm.assert_frame_equal(result, expected) - - def test_min_periods(self): - - # compare for min_periods - df = self.regular - - # these slightly different - expected = df.rolling(2, min_periods=1).sum() - result = df.rolling('2s').sum() - tm.assert_frame_equal(result, expected) - - expected = df.rolling(2, min_periods=1).sum() - result = df.rolling('2s', min_periods=1).sum() - tm.assert_frame_equal(result, expected) - - def test_closed(self): - - # xref GH13965 - - df = DataFrame({'A': [1] * 5}, - index=[Timestamp('20130101 09:00:01'), - Timestamp('20130101 09:00:02'), - Timestamp('20130101 09:00:03'), - Timestamp('20130101 09:00:04'), - Timestamp('20130101 09:00:06')]) - - # closed must be 'right', 'left', 'both', 'neither' - with pytest.raises(ValueError): - self.regular.rolling(window='2s', closed="blabla") - - expected = df.copy() - expected["A"] = [1.0, 2, 2, 2, 1] - result = df.rolling('2s', closed='right').sum() - tm.assert_frame_equal(result, expected) - - # default should be 'right' - result = df.rolling('2s').sum() - tm.assert_frame_equal(result, expected) - - expected = df.copy() - expected["A"] = [1.0, 2, 3, 3, 2] - result = df.rolling('2s', closed='both').sum() - tm.assert_frame_equal(result, expected) - - expected = df.copy() - expected["A"] = [np.nan, 1.0, 2, 2, 1] - result = df.rolling('2s', closed='left').sum() - tm.assert_frame_equal(result, expected) - - expected = df.copy() - expected["A"] = [np.nan, 1.0, 1, 1, np.nan] - result = df.rolling('2s', closed='neither').sum() - tm.assert_frame_equal(result, expected) - - def test_ragged_sum(self): - - df = self.ragged - result = df.rolling(window='1s', min_periods=1).sum() - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=1).sum() - expected = df.copy() - expected['B'] = [0.0, 1, 3, 3, 7] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=2).sum() - expected = df.copy() - expected['B'] = [np.nan, np.nan, 3, np.nan, 7] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='3s', min_periods=1).sum() - expected = df.copy() - expected['B'] = [0.0, 1, 3, 5, 7] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='3s').sum() - expected = df.copy() - expected['B'] = [0.0, 1, 3, 5, 7] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='4s', min_periods=1).sum() - expected = df.copy() - expected['B'] = [0.0, 1, 3, 6, 9] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='4s', min_periods=3).sum() - expected = df.copy() - expected['B'] = [np.nan, np.nan, 3, 6, 9] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='5s', min_periods=1).sum() - expected = df.copy() - expected['B'] = [0.0, 1, 3, 6, 10] - tm.assert_frame_equal(result, expected) - - def test_ragged_mean(self): - - df = self.ragged - result = df.rolling(window='1s', min_periods=1).mean() - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=1).mean() - expected = df.copy() - expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] - tm.assert_frame_equal(result, expected) - - def test_ragged_median(self): - - df = self.ragged - result = df.rolling(window='1s', min_periods=1).median() - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=1).median() - expected = df.copy() - expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] - tm.assert_frame_equal(result, expected) - - def test_ragged_quantile(self): - - df = self.ragged - result = df.rolling(window='1s', min_periods=1).quantile(0.5) - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=1).quantile(0.5) - expected = df.copy() - expected['B'] = [0.0, 1, 1.5, 3.0, 3.5] - tm.assert_frame_equal(result, expected) - - def test_ragged_std(self): - - df = self.ragged - result = df.rolling(window='1s', min_periods=1).std(ddof=0) - expected = df.copy() - expected['B'] = [0.0] * 5 - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='1s', min_periods=1).std(ddof=1) - expected = df.copy() - expected['B'] = [np.nan] * 5 - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='3s', min_periods=1).std(ddof=0) - expected = df.copy() - expected['B'] = [0.0] + [0.5] * 4 - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='5s', min_periods=1).std(ddof=1) - expected = df.copy() - expected['B'] = [np.nan, 0.707107, 1.0, 1.0, 1.290994] - tm.assert_frame_equal(result, expected) - - def test_ragged_var(self): - - df = self.ragged - result = df.rolling(window='1s', min_periods=1).var(ddof=0) - expected = df.copy() - expected['B'] = [0.0] * 5 - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='1s', min_periods=1).var(ddof=1) - expected = df.copy() - expected['B'] = [np.nan] * 5 - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='3s', min_periods=1).var(ddof=0) - expected = df.copy() - expected['B'] = [0.0] + [0.25] * 4 - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='5s', min_periods=1).var(ddof=1) - expected = df.copy() - expected['B'] = [np.nan, 0.5, 1.0, 1.0, 1 + 2 / 3.] - tm.assert_frame_equal(result, expected) - - def test_ragged_skew(self): - - df = self.ragged - result = df.rolling(window='3s', min_periods=1).skew() - expected = df.copy() - expected['B'] = [np.nan] * 5 - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='5s', min_periods=1).skew() - expected = df.copy() - expected['B'] = [np.nan] * 2 + [0.0, 0.0, 0.0] - tm.assert_frame_equal(result, expected) - - def test_ragged_kurt(self): - - df = self.ragged - result = df.rolling(window='3s', min_periods=1).kurt() - expected = df.copy() - expected['B'] = [np.nan] * 5 - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='5s', min_periods=1).kurt() - expected = df.copy() - expected['B'] = [np.nan] * 4 + [-1.2] - tm.assert_frame_equal(result, expected) - - def test_ragged_count(self): - - df = self.ragged - result = df.rolling(window='1s', min_periods=1).count() - expected = df.copy() - expected['B'] = [1.0, 1, 1, 1, 1] - tm.assert_frame_equal(result, expected) - - df = self.ragged - result = df.rolling(window='1s').count() - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=1).count() - expected = df.copy() - expected['B'] = [1.0, 1, 2, 1, 2] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=2).count() - expected = df.copy() - expected['B'] = [np.nan, np.nan, 2, np.nan, 2] - tm.assert_frame_equal(result, expected) - - def test_regular_min(self): - - df = DataFrame({'A': pd.date_range('20130101', - periods=5, - freq='s'), - 'B': [0.0, 1, 2, 3, 4]}).set_index('A') - result = df.rolling('1s').min() - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - df = DataFrame({'A': pd.date_range('20130101', - periods=5, - freq='s'), - 'B': [5, 4, 3, 4, 5]}).set_index('A') - - tm.assert_frame_equal(result, expected) - result = df.rolling('2s').min() - expected = df.copy() - expected['B'] = [5.0, 4, 3, 3, 4] - tm.assert_frame_equal(result, expected) - - result = df.rolling('5s').min() - expected = df.copy() - expected['B'] = [5.0, 4, 3, 3, 3] - tm.assert_frame_equal(result, expected) - - def test_ragged_min(self): - - df = self.ragged - - result = df.rolling(window='1s', min_periods=1).min() - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=1).min() - expected = df.copy() - expected['B'] = [0.0, 1, 1, 3, 3] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='5s', min_periods=1).min() - expected = df.copy() - expected['B'] = [0.0, 0, 0, 1, 1] - tm.assert_frame_equal(result, expected) - - def test_perf_min(self): - - N = 10000 - - dfp = DataFrame({'B': np.random.randn(N)}, - index=pd.date_range('20130101', - periods=N, - freq='s')) - expected = dfp.rolling(2, min_periods=1).min() - result = dfp.rolling('2s').min() - assert ((result - expected) < 0.01).all().bool() - - expected = dfp.rolling(200, min_periods=1).min() - result = dfp.rolling('200s').min() - assert ((result - expected) < 0.01).all().bool() - - def test_ragged_max(self): - - df = self.ragged - - result = df.rolling(window='1s', min_periods=1).max() - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=1).max() - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='5s', min_periods=1).max() - expected = df.copy() - expected['B'] = [0.0, 1, 2, 3, 4] - tm.assert_frame_equal(result, expected) - - def test_ragged_apply(self): - - df = self.ragged - - f = lambda x: 1 - result = df.rolling(window='1s', min_periods=1).apply(f) - expected = df.copy() - expected['B'] = 1. - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='2s', min_periods=1).apply(f) - expected = df.copy() - expected['B'] = 1. - tm.assert_frame_equal(result, expected) - - result = df.rolling(window='5s', min_periods=1).apply(f) - expected = df.copy() - expected['B'] = 1. - tm.assert_frame_equal(result, expected) - - def test_all(self): - - # simple comparison of integer vs time-based windowing - df = self.regular * 2 - er = df.rolling(window=1) - r = df.rolling(window='1s') - - for f in ['sum', 'mean', 'count', 'median', 'std', - 'var', 'kurt', 'skew', 'min', 'max']: - - result = getattr(r, f)() - expected = getattr(er, f)() - tm.assert_frame_equal(result, expected) - - result = r.quantile(0.5) - expected = er.quantile(0.5) - tm.assert_frame_equal(result, expected) - - result = r.apply(lambda x: 1) - expected = er.apply(lambda x: 1) - tm.assert_frame_equal(result, expected) - - def test_all2(self): - - # more sophisticated comparison of integer vs. - # time-based windowing - df = DataFrame({'B': np.arange(50)}, - index=pd.date_range('20130101', - periods=50, freq='H') - ) - # in-range data - dft = df.between_time("09:00", "16:00") - - r = dft.rolling(window='5H') - - for f in ['sum', 'mean', 'count', 'median', 'std', - 'var', 'kurt', 'skew', 'min', 'max']: - - result = getattr(r, f)() - - # we need to roll the days separately - # to compare with a time-based roll - # finally groupby-apply will return a multi-index - # so we need to drop the day - def agg_by_day(x): - x = x.between_time("09:00", "16:00") - return getattr(x.rolling(5, min_periods=1), f)() - expected = df.groupby(df.index.day).apply( - agg_by_day).reset_index(level=0, drop=True) - - tm.assert_frame_equal(result, expected) - - def test_groupby_monotonic(self): - - # GH 15130 - # we don't need to validate monotonicity when grouping - - data = [ - ['David', '1/1/2015', 100], ['David', '1/5/2015', 500], - ['David', '5/30/2015', 50], ['David', '7/25/2015', 50], - ['Ryan', '1/4/2014', 100], ['Ryan', '1/19/2015', 500], - ['Ryan', '3/31/2016', 50], ['Joe', '7/1/2015', 100], - ['Joe', '9/9/2015', 500], ['Joe', '10/15/2015', 50]] - - df = DataFrame(data=data, columns=['name', 'date', 'amount']) - df['date'] = pd.to_datetime(df['date']) - - expected = df.set_index('date').groupby('name').apply( - lambda x: x.rolling('180D')['amount'].sum()) - result = df.groupby('name').rolling('180D', on='date')['amount'].sum() - tm.assert_series_equal(result, expected) - - def test_non_monotonic(self): - # GH 13966 (similar to #15130, closed by #15175) - - dates = pd.date_range(start='2016-01-01 09:30:00', - periods=20, freq='s') - df = DataFrame({'A': [1] * 20 + [2] * 12 + [3] * 8, - 'B': np.concatenate((dates, dates)), - 'C': np.arange(40)}) - - result = df.groupby('A').rolling('4s', on='B').C.mean() - expected = df.set_index('B').groupby('A').apply( - lambda x: x.rolling('4s')['C'].mean()) - tm.assert_series_equal(result, expected) - - df2 = df.sort_values('B') - result = df2.groupby('A').rolling('4s', on='B').C.mean() - tm.assert_series_equal(result, expected) - - def test_rolling_cov_offset(self): - # GH16058 - - idx = pd.date_range('2017-01-01', periods=24, freq='1h') - ss = Series(np.arange(len(idx)), index=idx) - - result = ss.rolling('2h').cov() - expected = Series([np.nan] + [0.5] * (len(idx) - 1), index=idx) - tm.assert_series_equal(result, expected) - - expected2 = ss.rolling(2, min_periods=1).cov() - tm.assert_series_equal(result, expected2) - - result = ss.rolling('3h').cov() - expected = Series([np.nan, 0.5] + [1.0] * (len(idx) - 2), index=idx) - tm.assert_series_equal(result, expected) - - expected2 = ss.rolling(3, min_periods=1).cov() - tm.assert_series_equal(result, expected2) From 2a49a9ac13e862bd21a22c0f7c83c4837a574957 Mon Sep 17 00:00:00 2001 From: Gilberto Olimpio Date: Mon, 12 Feb 2018 00:02:57 -0200 Subject: [PATCH 02/19] =?UTF-8?q?Revert=20"documenta=C3=A7=C3=A3o"?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit This reverts commit bf599831b5f18be13bf581868841f6c17444e6bc. --- doc/andrews_curve_winter.png | Bin 89733 -> 0 bytes doc/andrews_curves.png | Bin 100813 -> 0 bytes doc/area_plot_stacked.png | Bin 39014 -> 0 bytes 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