Add apply and pipe methods to Grid objects for fluent customization

doc/whatsnew/v0.12.0.rst

@@ -60,10 +60,12 @@ Other updates
 
 - |Feature| It is now possible to aggregate / sort a :func:`lineplot` along the y axis using `orient="y"` (:pr:`2854`).
 
-- |Feature| It is now possible to specify `estimator` as a string in :func:`barplot` and :func:`pointplot`, in addition to a callable (:pr:`2866`).
+- |Feature| Made it easier to customize :class:`FacetGrid` / :class:`PairGrid` / :class:`JointGrid` with a fluent (method-chained) style by adding `apply`/ `pipe` methods. Additionally, fixed the `tight_layout` and `refline` methods so that they return `self` (:pr:`2926`).
 
 - |Enhancement| Added a `width` parameter to :func:`barplot` (:pr:`2860`).
 
+- |Enhancement| It is now possible to specify `estimator` as a string in :func:`barplot` and :func:`pointplot`, in addition to a callable (:pr:`2866`).
+
 - |Enhancement| Error bars in :func:`regplot` now inherit the alpha value of the points they correspond to (:pr:`2540`).
 
 - |Enhancement| When using :func:`pairplot` with `corner=True` and `diag_kind=None`, the top left y axis label is no longer hidden (:pr:`2850`).

seaborn/axisgrid.py

@@ -50,6 +50,35 @@ def figure(self):
         """Access the :class:`matplotlib.figure.Figure` object underlying the grid."""
         return self._figure
 
+    def apply(self, func, *args, **kwargs):
+        """
+        Pass the grid to a user-supplied function and return self.
+
+        The `func` must accept an object of this type for its first
+        positional argument. Additional arguments are passed through.
+        The return value of `func` is ignored; this method returns self.
+        See the `pipe` method if you want the return value.
+
+        Added in v0.12.0.
+
+        """
+        func(self, *args, **kwargs)
+        return self
+
+    def pipe(self, func, *args, **kwargs):
+        """
+        Pass the grid to a user-supplied function and return its value.
+
+        The `func` must accept an object of this type for its first
+        positional argument. Additional arguments are passed through.
+        The return value of `func` becomes the return value of this method.
+        See the `apply` method if you want to return self instead.
+
+        Added in v0.12.0.
+
+        """
+        return func(self, *args, **kwargs)
+
     def savefig(self, *args, **kwargs):
         """
         Save an image of the plot.
@@ -84,6 +113,7 @@ def tight_layout(self, *args, **kwargs):
         if self._tight_layout_pad is not None:
             kwargs.setdefault("pad", self._tight_layout_pad)
         self._figure.tight_layout(*args, **kwargs)
+        return self
 
     def add_legend(self, legend_data=None, title=None, label_order=None,
                    adjust_subtitles=False, **kwargs):
@@ -1006,6 +1036,8 @@ def refline(self, *, x=None, y=None, color='.5', linestyle='--', **line_kws):
         if y is not None:
             self.map(plt.axhline, y=y, **line_kws)
 
+        return self
+
     # ------ Properties that are part of the public API and documented by Sphinx
 
     @property

tests/test_axisgrid.py

@@ -673,6 +673,29 @@ def test_refline(self):
         assert g.axes[0, 0].lines[-1].get_color() == color
         assert g.axes[0, 0].lines[-1].get_linestyle() == linestyle
 
+    def test_apply(self, long_df):
+
+        def f(grid, color):
+            grid.figure.set_facecolor(color)
+
+        color = (.1, .6, .3, .9)
+        g = ag.FacetGrid(long_df)
+        res = g.apply(f, color)
+        assert res is g
+        assert g.figure.get_facecolor() == color
+
+    def test_pipe(self, long_df):
+
+        def f(grid, color):
+            grid.figure.set_facecolor(color)
+            return color
+
+        color = (.1, .6, .3, .9)
+        g = ag.FacetGrid(long_df)
+        res = g.pipe(f, color)
+        assert res == color
+        assert g.figure.get_facecolor() == color
+
 
 class TestPairGrid: