CLN: move plotting funcs to pd.plotting #13579
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| from pandas.plotting.api import * # noqa |
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| """ | ||
| Plotting api | ||
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There was a problem hiding this comment. I know this is a bit the style in other pandas modules as well, but can't we just put this in There was a problem hiding this comment. I think this is cleaner here actually. And it is only imported explicity (unlike There was a problem hiding this comment. What do you mean with implicitly imported? The difference with the other modules where we use this pattern, is that, eg in There was a problem hiding this comment. what I mean is, unless you explicity reference these imports, like thoughI guess for back-compat this is needed. IOW, the imports for things like |
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| """ | ||
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| # flake8: noqa | ||
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| try: # mpl optional | ||
| from pandas.plotting import converter | ||
| converter.register() # needs to override so set_xlim works with str/number | ||
| except ImportError: | ||
| pass | ||
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| from pandas.plotting.misc import (scatter_matrix, radviz, | ||
| andrews_curves, bootstrap_plot, | ||
| parallel_coordinates, lag_plot, | ||
| autocorrelation_plot) | ||
| from pandas.plotting.core import (boxplot, scatter_plot, grouped_hist, | ||
| hist_frame, hist_series) | ||
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There was a problem hiding this comment. I think I mentioned this before, but is there use in exposing There was a problem hiding this comment. The documentation argument is actually also true for |
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| from pandas.plotting.style import plot_params | ||
| from pandas.plotting.tools import table | ||
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| # being a bit too dynamic | ||
| # pylint: disable=E1101 | ||
| from __future__ import division | ||
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| from distutils.version import LooseVersion | ||
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| def _mpl_le_1_2_1(): | ||
| try: | ||
| import matplotlib as mpl | ||
| return (str(mpl.__version__) <= LooseVersion('1.2.1') and | ||
| str(mpl.__version__)[0] != '0') | ||
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There was a problem hiding this comment. I had to add these checks for |
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| except ImportError: | ||
| return False | ||
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| def _mpl_ge_1_3_1(): | ||
| try: | ||
| import matplotlib | ||
| # The or v[0] == '0' is because their versioneer is | ||
| # messed up on dev | ||
| return (matplotlib.__version__ >= LooseVersion('1.3.1') or | ||
| matplotlib.__version__[0] == '0') | ||
| except ImportError: | ||
| return False | ||
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| def _mpl_ge_1_4_0(): | ||
| try: | ||
| import matplotlib | ||
| return (matplotlib.__version__ >= LooseVersion('1.4') or | ||
| matplotlib.__version__[0] == '0') | ||
| except ImportError: | ||
| return False | ||
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| def _mpl_ge_1_5_0(): | ||
| try: | ||
| import matplotlib | ||
| return (matplotlib.__version__ >= LooseVersion('1.5') or | ||
| matplotlib.__version__[0] == '0') | ||
| except ImportError: | ||
| return False | ||
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| def _mpl_ge_2_0_0(): | ||
| try: | ||
| import matplotlib | ||
| return matplotlib.__version__ >= LooseVersion('2.0') | ||
| except ImportError: | ||
| return False | ||
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from pandas.tools.plotting import scatter_matrix
from matplotlib import cm
feature_names = ['mass', 'width', 'height', 'color_score']
X = fruits[feature_names]
y = fruits['fruit_label']
cmap = cm.get_cmap('gnuplot')
scatter = pd.scatter_matrix(X, c = y, marker = 'o', s=40, hist_kwds={'bins':15}, figsize=(9,9), cmap = cmap)
plt.suptitle('Scatter-matrix for each input variable')
plt.savefig('fruits_scatter_matrix')