Python load 예제들

예제 #1

import pytest

from statsmodels.datasets import elnino
from statsmodels.graphics.functional import (
    banddepth,
    fboxplot,
    hdrboxplot,
    rainbowplot,
)

try:
    import matplotlib.pyplot as plt
except ImportError:
    pass

data = elnino.load()
data.raw_data = np.asarray(data.raw_data)
labels = data.raw_data[:, 0].astype(int)
data = data.raw_data[:, 1:]


@pytest.mark.matplotlib
def test_hdr_basic(close_figures):
    try:
        _, hdr = hdrboxplot(data, labels=labels, seed=12345)
    except WindowsError:
        pytest.xfail('Multiprocess randomly crashes in Windows testing')

    assert len(hdr.extra_quantiles) == 0

    median_t = [

예제 #2

파일: test_functional.py 프로젝트: bashtage/statsmodels

import numpy as np
from numpy.testing import assert_equal, assert_almost_equal
import pytest

from statsmodels.datasets import elnino
from statsmodels.graphics.functional import \
            hdrboxplot, banddepth, fboxplot, rainbowplot

try:
    import matplotlib.pyplot as plt
except ImportError:
    pass


data = elnino.load(as_pandas=False)
labels = data.raw_data[:, 0].astype(int)
data = data.raw_data[:, 1:]


@pytest.mark.matplotlib
def test_hdr_basic(close_figures):
    try:
        _, hdr = hdrboxplot(data, labels=labels, seed=12345)
    except WindowsError:
        pytest.xfail('Multiprocess randomly crashes in Windows testing')

    assert len(hdr.extra_quantiles) == 0

    median_t = [24.247, 25.625, 25.964, 24.999, 23.648, 22.302,
                21.231, 20.366, 20.168, 20.434, 21.111, 22.299]

예제 #3

from statsmodels.compat.python import range

import numpy as np
from numpy.testing import assert_equal, assert_almost_equal
import pytest

from statsmodels.datasets import elnino
from statsmodels.graphics.functional import \
            hdrboxplot, banddepth, fboxplot, rainbowplot

try:
    import matplotlib.pyplot as plt
except ImportError:
    pass

data = elnino.load(as_pandas=False)
labels = data.raw_data[:, 0].astype(int)
data = data.raw_data[:, 1:]


@pytest.mark.matplotlib
def test_hdr_basic(close_figures):
    try:
        _, hdr = hdrboxplot(data, labels=labels, seed=12345)
    except WindowsError:
        pytest.xfail('Multiprocess randomly crashes in Windows testing')

    assert len(hdr.extra_quantiles) == 0

    median_t = [
        24.247, 25.625, 25.964, 24.999, 23.648, 22.302, 21.231, 20.366, 20.168,

예제 #4

파일: test_functional.py 프로젝트: BranYang/statsmodels

from numpy.testing import assert_equal, assert_almost_equal

from statsmodels.datasets import elnino
from statsmodels.graphics.functional import \
            hdrboxplot, banddepth, fboxplot, rainbowplot


try:
    import matplotlib.pyplot as plt
    import matplotlib
    have_matplotlib = True
except ImportError:
    have_matplotlib = False


data = elnino.load()
labels = data.raw_data[:, 0].astype(int)
data = data.raw_data[:, 1:]


@skipif(not have_matplotlib, reason='matplotlib not available')
def test_hdr_basic():
    fig, hdr = hdrboxplot(data, labels=labels)
    print(hdr)

    assert len(hdr.extra_quantiles) == 0

    median_t = [24.247, 25.625, 25.964, 24.999, 23.648, 22.302,
                21.231, 20.366, 20.168, 20.434, 21.111, 22.299]

    assert_almost_equal(hdr.median, median_t, decimal=2)