def sns_factorplot(x, y, hue, color, kind, size,
legend): # pragma: no cover
x, y, hue, color = ut.widget2py(x, y, hue, color)
return sns.factorplot(
x=x,
y=y,
hue=hue,
data=data,
row=None,
col=None,
col_wrap=None, # estimator=<function mean>,
ci=95,
n_boot=1000,
units=None,
order=None,
hue_order=None,
row_order=None,
col_order=None,
kind=kind,
size=size,
aspect=1,
orient=None,
color=color,
palette=None,
legend=legend,
legend_out=True,
sharex=True,
sharey=True,
margin_titles=False,
facet_kws=facet_kws,
**kwargs)
def sns_pointplot(x, y, hue, split, join, orient, color,
linewidth): # pragma: no cover
x, y, hue, orient, color = ut.widget2py(x, y, hue, orient, color)
ax, fig, _ = ut.get_ax_fig_plt()
return sns.pointplot(
x=x,
y=y,
hue=hue,
data=data,
order=None,
hue_order=None, # estimator=<function mean>,
ci=95,
n_boot=1000,
units=None,
markers='o',
linestyles='-',
dodge=False,
join=join,
scale=1,
orient=orient,
color=color,
palette=None,
ax=ax,
errwidth=None,
capsize=None,
**kwargs)
def sns_violinplot(x, y, hue, bw, scale, inner, split, orient, color,
saturation): # pragma: no cover
x, y, hue, inner, orient, color = ut.widget2py(x, y, hue, inner,
orient, color)
ax, fig, _ = ut.get_ax_fig_plt()
sns.violinplot(x=x,
y=y,
hue=hue,
data=data,
order=None,
hue_order=None,
bw=bw,
cut=2,
scale=scale,
scale_hue=True,
gridsize=100,
width=0.8,
inner=inner,
split=split,
orient=orient,
linewidth=None,
color=color,
palette=None,
saturation=saturation,
ax=ax,
**kwargs)
def sns_factorplot(x, y, hue, color, kind, size, legend): # pragma: no cover
x, y, hue, color = ut.widget2py(x, y, hue, color)
return sns.factorplot(x=x, y=y, hue=hue, data=data, row=None, col=None, col_wrap=None, # estimator=<function mean>,
ci=95, n_boot=1000, units=None, order=None, hue_order=None, row_order=None, col_order=None,
kind=kind, size=size, aspect=1, orient=None, color=color, palette=None,
legend=legend, legend_out=True, sharex=True, sharey=True, margin_titles=False,
facet_kws=facet_kws, **kwargs)
def plot_dataframe(x, y, kind, sharex, sharey, subplots, grid, legend,
logx, logy, loglog, colorbar,
sort_columns): # pragma: no cover
x, y = ut.widget2py(x, y)
sharex, colorbar = ut.str2bool_or_none(sharex, colorbar)
data.plot(x=x,
y=y,
kind=kind,
subplots=subplots,
sharex=None,
sharey=sharey,
layout=None,
figsize=None,
use_index=True,
title=None,
grid=grid,
legend=legend,
style=None,
logx=logx,
logy=logy,
loglog=loglog,
xticks=None,
yticks=None,
xlim=None,
ylim=None,
rot=None,
fontsize=None,
colormap=colorbar,
table=False,
yerr=None,
xerr=None,
secondary_y=False,
sort_columns=sort_columns,
**kwargs)
def sns_violinplot(x, y, hue, bw, scale, inner, split, orient, color, saturation): # pragma: no cover
x, y, hue, inner, orient, color = ut.widget2py(x, y, hue, inner, orient, color)
ax, fig, _ = ut.get_ax_fig_plt()
sns.violinplot(x=x, y=y, hue=hue, data=data, order=None, hue_order=None,
bw=bw, cut=2, scale=scale, scale_hue=True,
gridsize=100, width=0.8, inner=inner, split=split, orient=orient,
linewidth=None, color=color, palette=None, saturation=saturation, ax=ax, **kwargs)
def sns_lmplot(x, y, hue, col, row, legend, size): # pragma: no cover
x, y, hue, col, row = ut.widget2py(x, y, hue, col, row)
return sns.lmplot(x, y, data, hue=hue, col=col, row=row, palette=None, col_wrap=None,
size=size, aspect=1, markers='o', sharex=True, sharey=True, hue_order=None,
col_order=None, row_order=None, legend=legend, legend_out=True,
x_estimator=None, x_bins=None, x_ci='ci', scatter=True, fit_reg=True,
ci=95, n_boot=1000, units=None, order=1, logistic=False, lowess=False, robust=False,
logx=False, x_partial=None, y_partial=None, truncate=False, x_jitter=None, y_jitter=None,
scatter_kws=scatter_kws, line_kws=line_kws)
def plot_dataframe(x, y, kind, sharex, sharey, subplots, grid, legend,
logx, logy, loglog, colorbar, sort_columns): # pragma: no cover
x, y = ut.widget2py(x, y)
sharex, colorbar = ut.str2bool_or_none(sharex, colorbar)
data.plot(x=x, y=y, kind=kind, subplots=subplots, sharex=None, sharey=sharey,
layout=None, figsize=None, use_index=True, title=None, grid=grid, legend=legend, style=None,
logx=logx, logy=logy, loglog=loglog, xticks=None, yticks=None, xlim=None, ylim=None,
rot=None, fontsize=None, colormap=colorbar, table=False, yerr=None, xerr=None, secondary_y=False,
sort_columns=sort_columns, **kwargs)
def sns_countplot(x, y, hue, color, saturation): # pragma: no cover
x, y, hue, color = ut.widget2py(x, y, hue, color)
ax, fig, _ = ut.get_ax_fig_plt()
return sns.countplot(x=x,
y=y,
hue=hue,
data=data,
order=None,
hue_order=None,
orient=None,
color=color,
palette=None,
saturation=saturation,
ax=ax,
**kwargs)
def sns_pairplot(x_vars, y_vars, hue, kind, diag_kind): # pragma: no cover
x_vars, y_vars, hue = ut.widget2py(x_vars, y_vars, hue)
return sns.pairplot(data,
hue=hue,
hue_order=None,
palette=None,
vars=None,
x_vars=x_vars,
y_vars=y_vars,
kind=kind,
diag_kind=diag_kind,
markers=None,
size=2.5,
aspect=1,
dropna=True,
plot_kws=plot_kws,
diag_kws=diag_kws,
grid_kws=grid_kws)
def sns_swarmplot(x, y, hue, split, orient, color, size,
linewidth): # pragma: no cover
x, y, hue, orient, color = ut.widget2py(x, y, hue, orient, color)
ax, fig, _ = ut.get_ax_fig_plt()
return sns.swarmplot(x=x,
y=y,
hue=hue,
data=data,
order=None,
hue_order=None,
split=split,
orient=orient,
color=color,
palette=None,
size=size,
edgecolor='gray',
linewidth=linewidth,
ax=ax,
**kwargs)
def sns_joinplot(x, y, kind, color): # pragma: no cover
x, y, color = ut.widget2py(x, y, color)
# TODO: stat_func
return sns.jointplot(
x,
y,
data=data,
kind=kind, # stat_func=<function pearsonr>,
color=color,
size=6,
ratio=5,
space=0.2,
dropna=True,
xlim=None,
ylim=None,
joint_kws=joint_kws,
marginal_kws=marginal_kws,
annot_kws=annot_kws,
**kwargs)
def sns_barplot(x, y, hue, orient, color, saturation): # pragma: no cover
x, y, hue, orient, color = ut.widget2py(x, y, hue, orient, color)
ax, fig, _ = ut.get_ax_fig_plt()
return sns.barplot(
x=x,
y=y,
hue=hue,
data=data,
order=None,
hue_order=None, # estimator=<function mean>,
ci=95,
n_boot=1000,
units=None,
orient=orient,
color=color,
palette=None,
saturation=saturation,
errcolor='.26',
ax=ax,
**kwargs) # errwidth=None, capsize=None, # New args added in ??
def sns_boxplot(x, y, hue, orient, color, saturation,
notch): # pragma: no cover
x, y, hue, orient, color = ut.widget2py(x, y, hue, orient, color)
ax, fig, _ = ut.get_ax_fig_plt()
return sns.boxplot(x=x,
y=y,
hue=hue,
data=data,
order=None,
hue_order=None,
orient=orient,
color=color,
palette=None,
saturation=saturation,
width=0.8,
fliersize=5,
linewidth=None,
whis=1.5,
notch=notch,
ax=ax,
**kwargs)
def sns_joinplot(x, y, kind, color): # pragma: no cover
x, y, color = ut.widget2py(x, y, color)
# TODO: stat_func
return sns.jointplot(x, y, data=data, kind=kind, # stat_func=<function pearsonr>,
color=color, size=6, ratio=5, space=0.2, dropna=True, xlim=None, ylim=None,
joint_kws=joint_kws, marginal_kws=marginal_kws, annot_kws=annot_kws, **kwargs)
def sns_boxplot(x, y, hue, orient, color, saturation, notch): # pragma: no cover
x, y, hue, orient, color = ut.widget2py(x, y, hue, orient, color)
ax, fig, _ = ut.get_ax_fig_plt()
return sns.boxplot(x=x, y=y, hue=hue, data=data, order=None, hue_order=None, orient=orient,
color=color, palette=None, saturation=saturation, width=0.8, fliersize=5, linewidth=None,
whis=1.5, notch=notch, ax=ax, **kwargs)
def sns_swarmplot(x, y, hue, split, orient, color, size, linewidth): # pragma: no cover
x, y, hue, orient, color = ut.widget2py(x, y, hue, orient, color)
ax, fig, _ = ut.get_ax_fig_plt()
return sns.swarmplot(x=x, y=y, hue=hue, data=data, order=None, hue_order=None,
split=split, orient=orient, color=color, palette=None, size=size,
edgecolor='gray', linewidth=linewidth, ax=ax, **kwargs)
def sns_pointplot(x, y, hue, split, join, orient, color, linewidth): # pragma: no cover
x, y, hue, orient, color = ut.widget2py(x, y, hue, orient, color)
ax, fig, _ = ut.get_ax_fig_plt()
return sns.pointplot(x=x, y=y, hue=hue, data=data, order=None, hue_order=None, # estimator=<function mean>,
ci=95, n_boot=1000, units=None, markers='o', linestyles='-', dodge=False, join=join, scale=1,
orient=orient, color=color, palette=None, ax=ax, errwidth=None, capsize=None, **kwargs)
def sns_barplot(x, y, hue, orient, color, saturation): # pragma: no cover
x, y, hue, orient, color = ut.widget2py(x, y, hue, orient, color)
ax, fig, _ = ut.get_ax_fig_plt()
return sns.barplot(x=x, y=y, hue=hue, data=data, order=None, hue_order=None, # estimator=<function mean>,
ci=95, n_boot=1000, units=None, orient=orient, color=color, palette=None,
saturation=saturation, errcolor='.26', ax=ax, **kwargs) # errwidth=None, capsize=None, # New args added in ??
def sns_pairplot(x_vars, y_vars, hue, kind, diag_kind): # pragma: no cover
x_vars, y_vars, hue = ut.widget2py(x_vars, y_vars, hue)
return sns.pairplot(data, hue=hue, hue_order=None, palette=None, vars=None, x_vars=x_vars, y_vars=y_vars,
kind=kind, diag_kind=diag_kind, markers=None, size=2.5, aspect=1, dropna=True,
plot_kws=plot_kws, diag_kws=diag_kws, grid_kws=grid_kws)
def sns_countplot(x, y, hue, color, saturation): # pragma: no cover
x, y, hue, color = ut.widget2py(x, y, hue, color)
ax, fig, _ = ut.get_ax_fig_plt()
return sns.countplot(x=x, y=y, hue=hue, data=data, order=None, hue_order=None, orient=None,
color=color, palette=None, saturation=saturation, ax=ax, **kwargs)
