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Update _plotting.py (#809)
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@mail4umar
mail4umar authored Nov 1, 2023
1 parent 638e2ae commit 49bfc28
Showing 1 changed file with 164 additions and 0 deletions.
164 changes: 164 additions & 0 deletions verticapy/core/vdataframe/_plotting.py
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Original file line number Diff line number Diff line change
Expand Up @@ -163,6 +163,12 @@ def boxplot(
.. raw:: html
:file: SPHINX_DIRECTORY/figures/core_vdataframe_plotting_vdf_boxplot_multi.html
.. seealso::
| :py:mod:`verticapy.vDataFrame.outliers_plot`
| :py:mod:`verticapy.vDataColumn.boxplot`
"""
columns = format_type(columns, dtype=list)
vpy_plt, kwargs = self.get_plotting_lib(
Expand Down Expand Up @@ -326,6 +332,13 @@ def bar(
.. raw:: html
:file: SPHINX_DIRECTORY/figures/core_vdataframe_plotting_vdf_bar_2d.html
.. seealso::
| :py:mod:`verticapy.vDataFrame.barh`
| :py:mod:`verticapy.vDataColumn.bar`
| :py:mod:`verticapy.vDataColumn.barh`
"""
columns = format_type(columns, dtype=list)
columns, of = self.format_colnames(columns, of, expected_nb_of_cols=[1, 2])
Expand Down Expand Up @@ -526,6 +539,14 @@ def barh(
.. raw:: html
:file: SPHINX_DIRECTORY/figures/core_vdataframe_plotting_vdf_barh_2d.html
.. seealso::
| :py:mod:`verticapy.vDataFrame.bar`
| :py:mod:`verticapy.vDataColumn.barh`
| :py:mod:`verticapy.vDataColumn.bar`
"""
columns = format_type(columns, dtype=list)
columns, of = self.format_colnames(columns, of, expected_nb_of_cols=[1, 2])
Expand Down Expand Up @@ -685,6 +706,13 @@ def pie(
.. raw:: html
:file: SPHINX_DIRECTORY/figures/core_vdataframe_plotting_vdf_pie_2d.html
.. seealso::
| :py:mod:`verticapy.vDataFrame.hist`
| :py:mod:`verticapy.vDataColumn.bar`
| :py:mod:`verticapy.vDataColumn.pie`
"""
vpy_plt, kwargs = self.get_plotting_lib(
class_name="NestedPieChart",
Expand Down Expand Up @@ -833,6 +861,13 @@ def hist(
.. raw:: html
:file: SPHINX_DIRECTORY/figures/core_vdataframe_plotting_vdf_hist_2d.html
.. seealso::
| :py:mod:`verticapy.vDataFrame.bar`
| :py:mod:`verticapy.vDataFrame.barh`
| :py:mod:`verticapy.vDataColumn.hist`
"""
vpy_plt, kwargs = self.get_plotting_lib(
class_name="Histogram",
Expand Down Expand Up @@ -974,6 +1009,13 @@ def density(
.. raw:: html
:file: SPHINX_DIRECTORY/figures/core_vdataframe_plotting_vdf_density_2d.html
.. seealso::
| :py:mod:`verticapy.vDataFrame.hist`
| :py:mod:`verticapy.vDataFrame.range_plot`
| :py:mod:`verticapy.vDataColumn.density`
"""
vml = get_vertica_mllib()
columns = format_type(columns, dtype=list)
Expand Down Expand Up @@ -1164,6 +1206,12 @@ def plot(
.. raw:: html
:file: SPHINX_DIRECTORY/figures/core_vdataframe_plotting_vdf_plot_2d.html
.. seealso::
| :py:mod:`verticapy.vDataFrame.range_plot`
| :py:mod:`verticapy.vDataColumn.plot`
"""
columns = format_type(columns, dtype=list)
vpy_plt, kwargs = self.get_plotting_lib(
Expand Down Expand Up @@ -1304,6 +1352,12 @@ def range_plot(
.. raw:: html
:file: SPHINX_DIRECTORY/figures/core_vdataframe_plotting_vdf_range_plot_2d.html
.. seealso::
| :py:mod:`verticapy.vDataFrame.plot`
| :py:mod:`verticapy.vDataColumn.range_plot`
"""
vpy_plt, kwargs = self.get_plotting_lib(
class_name="RangeCurve",
Expand Down Expand Up @@ -1543,6 +1597,12 @@ def pivot_table(
.. raw:: html
:file: SPHINX_DIRECTORY/figures/core_vdataframe_plotting_vdf_pivot_table_1d.html
.. seealso::
| :py:mod:`verticapy.vDataFrame.contour`
| :py:mod:`verticapy.vDataFrame.scatter_matrix`
"""
columns = format_type(columns, dtype=list)
columns, of = self.format_colnames(columns, of, expected_nb_of_cols=[1, 2])
Expand Down Expand Up @@ -1664,6 +1724,12 @@ def f(x, y):
.. raw:: html
:file: SPHINX_DIRECTORY/figures/core_vdataframe_plotting_vdf_contour_1d.html
.. seealso::
| :py:mod:`verticapy.vDataFrame.hexbin`
| :py:mod:`verticapy.vDataFrame.heatmap`
"""
vpy_plt, kwargs = self.get_plotting_lib(
class_name="ContourPlot",
Expand Down Expand Up @@ -1795,6 +1861,12 @@ def heatmap(
.. raw:: html
:file: SPHINX_DIRECTORY/figures/core_vdataframe_plotting_vdf_heatmap_1d.html
.. seealso::
| :py:mod:`verticapy.vDataFrame.hexbin`
| :py:mod:`verticapy.vDataFrame.contour`
"""
columns = format_type(columns, dtype=list)
columns, of = self.format_colnames(columns, of, expected_nb_of_cols=2)
Expand Down Expand Up @@ -1934,6 +2006,11 @@ def hexbin(
@savefig core_vdataframe_plotting_vdf_hexbin_1.png
data.hexbin(columns = ["x", "y"])
.. seealso::
| :py:mod:`verticapy.vDataFrame.heatmap`
| :py:mod:`verticapy.vDataFrame.contour`
"""
columns, bbox = format_type(columns, bbox, dtype=list)
columns, of = self.format_colnames(columns, of, expected_nb_of_cols=2)
Expand Down Expand Up @@ -2093,6 +2170,12 @@ def scatter(
.. raw:: html
:file: SPHINX_DIRECTORY/figures/core_vdataframe_plotting_vdf_scatter_3d.html
.. seealso::
| :py:mod:`verticapy.vDataFrame.density`
| :py:mod:`verticapy.vDataFrame.outliers_plot`
"""
vml = get_vertica_mllib()
if img and not bbox and len(columns) == 2:
Expand Down Expand Up @@ -2234,6 +2317,12 @@ def scatter_matrix(
@savefig core_vdataframe_plotting_vdf_scatter_matrix.png
data.scatter_matrix(columns = ["x", "y"])
.. seealso::
| :py:mod:`verticapy.vDataFrame.contour`
| :py:mod:`verticapy.vDataFrame.heatmap`
"""
columns = format_type(columns, dtype=list)
columns = self.format_colnames(columns)
Expand Down Expand Up @@ -2368,6 +2457,12 @@ def outliers_plot(
.. raw:: html
:file: SPHINX_DIRECTORY/figures/core_vdataframe_plotting_vdf_outliers_plot_2d.html
.. seealso::
| :py:mod:`verticapy.vDataFrame.scatter`
| :py:mod:`verticapy.vDataFrame.boxplot`
"""
vpy_plt, kwargs = self.get_plotting_lib(
class_name="OutliersPlot",
Expand Down Expand Up @@ -2597,6 +2692,12 @@ def boxplot(
.. raw:: html
:file: SPHINX_DIRECTORY/figures/core_vdataframe_plotting_vdc_boxplot_single.html
.. seealso::
| :py:mod:`verticapy.vDataFrame.boxplot`
| :py:mod:`verticapy.vDataColumn.outliers_plot`
"""
vpy_plt, kwargs = self._parent.get_plotting_lib(
class_name="BoxPlot",
Expand Down Expand Up @@ -2736,6 +2837,13 @@ def bar(
.. raw:: html
:file: SPHINX_DIRECTORY/figures/core_vdataframe_plotting_vdc_bar_1d.html
.. seealso::
| :py:mod:`verticapy.vDataFrame.bar`
| :py:mod:`verticapy.vDataFrame.barh`
| :py:mod:`verticapy.vDataColumn.barh`
"""
vpy_plt, kwargs = self._parent.get_plotting_lib(
class_name="BarChart",
Expand Down Expand Up @@ -2872,6 +2980,13 @@ def barh(
.. raw:: html
:file: SPHINX_DIRECTORY/figures/core_vdataframe_plotting_vdc_barh_1d.html
.. seealso::
| :py:mod:`verticapy.vDataFrame.bar`
| :py:mod:`verticapy.vDataFrame.barh`
| :py:mod:`verticapy.vDataColumn.bar`
"""
vpy_plt, kwargs = self._parent.get_plotting_lib(
class_name="HorizontalBarChart",
Expand Down Expand Up @@ -3001,6 +3116,13 @@ def pie(
.. raw:: html
:file: SPHINX_DIRECTORY/figures/core_vdataframe_plotting_vdc_pie_1d.html
.. seealso::
| :py:mod:`verticapy.vDataFrame.hist`
| :py:mod:`verticapy.vDataFrame.pie`
| :py:mod:`verticapy.vDataColumn.bar`
"""
vpy_plt, kwargs = self._parent.get_plotting_lib(
class_name="PieChart",
Expand Down Expand Up @@ -3124,6 +3246,12 @@ def spider(
.. raw:: html
:file: SPHINX_DIRECTORY/figures/core_vdataframe_plotting_vdc_spider_1d.html
.. seealso::
| :py:mod:`verticapy.vDataFrame.pie`
| :py:mod:`verticapy.vDataColumn.pie`
"""
by, of = self._parent.format_colnames(by, of)
columns = [self._alias]
Expand Down Expand Up @@ -3273,6 +3401,13 @@ def hist(
.. raw:: html
:file: SPHINX_DIRECTORY/figures/core_vdataframe_plotting_vdc_hist_1d.html
.. seealso::
| :py:mod:`verticapy.vDataFrame.hist`
| :py:mod:`verticapy.vDataFrame.barh`
| :py:mod:`verticapy.vDataColumn.bar`
"""
if self.isnum() and not (self.isbool()):
vpy_plt, kwargs = self._parent.get_plotting_lib(
Expand Down Expand Up @@ -3414,6 +3549,13 @@ def density(
.. raw:: html
:file: SPHINX_DIRECTORY/figures/core_vdataframe_plotting_vdc_density_1d.html
.. seealso::
| :py:mod:`verticapy.vDataFrame.density`
| :py:mod:`verticapy.vDataFrame.range_plot`
| :py:mod:`verticapy.vDataColumn.hist`
"""
vml = get_vertica_mllib()
name = gen_tmp_name(schema=conf.get_option("temp_schema"), name="kde")
Expand Down Expand Up @@ -3578,6 +3720,12 @@ def candlestick(
.. raw:: html
:file: SPHINX_DIRECTORY/figures/core_vdataframe_plotting_vdc_cadnlestick_1d.html
.. seealso::
| :py:mod:`verticapy.vDataFrame.range_plot`
| :py:mod:`verticapy.vDataColumn.range_plot`
"""
ts = self._parent.format_colnames(ts)
vpy_plt, kwargs = self._parent.get_plotting_lib(
Expand Down Expand Up @@ -3703,6 +3851,12 @@ def plot(
.. raw:: html
:file: SPHINX_DIRECTORY/figures/core_vdataframe_plotting_vdc_plot_1d.html
.. seealso::
| :py:mod:`verticapy.vDataFrame.plot`
| :py:mod:`verticapy.vDataColumn.range_plot`
"""
ts, by = self._parent.format_colnames(ts, by)
vpy_plt, kwargs = self._parent.get_plotting_lib(
Expand Down Expand Up @@ -3820,6 +3974,11 @@ def range_plot(
.. raw:: html
:file: SPHINX_DIRECTORY/figures/core_vdataframe_plotting_vdc_range_plot_1d.html
.. seealso::
| :py:mod:`verticapy.vDataFrame.range_plot`
| :py:mod:`verticapy.vDataColumn.plot`
"""
return self._parent.range_plot(
columns=[self._alias],
Expand Down Expand Up @@ -3901,6 +4060,11 @@ def geo_plot(self, *args, **kwargs) -> PlottingObject:
@savefig core_vdataframe_plotting_vdc_geo_plot.png
africa["geometry"].geo_plot(edgecolor = "black", color = "white")
.. seealso::
| :py:mod:`verticapy.vDataColumn.plot`
"""
columns = [self._alias]
check = True
Expand Down

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