From ba1aab8a6544870c899861af23d02b9dbd9d02a5 Mon Sep 17 00:00:00 2001 From: andrzejnovak Date: Mon, 1 Apr 2024 14:46:27 +0200 Subject: [PATCH] feat: update hist2d flow style --- src/mplhep/plot.py | 237 ++++++++++++------------ src/mplhep/utils.py | 28 +++ tests/baseline/test_hist2dplot_flow.png | Bin 46510 -> 48648 bytes tests/baseline/test_inputs_bh.png | Bin 49801 -> 48721 bytes tests/baseline/test_inputs_bh_cat.png | Bin 10796 -> 8908 bytes tests/baseline/test_inputs_uproot.png | Bin 14928 -> 13791 bytes 6 files changed, 149 insertions(+), 116 deletions(-) diff --git a/src/mplhep/plot.py b/src/mplhep/plot.py index 39034aba..f9536879 100644 --- a/src/mplhep/plot.py +++ b/src/mplhep/plot.py @@ -21,6 +21,7 @@ isLight, process_histogram_parts, align_marker, + to_padded2d, ) if TYPE_CHECKING: @@ -501,7 +502,7 @@ def iterable_not_string(arg): # Flow extra styling if flow == "hint": - s = ( + _marker_size = ( 30 * ax.get_window_extent() .transformed(ax.figure.dpi_scale_trans.inverted()) @@ -511,7 +512,7 @@ def iterable_not_string(arg): ax.scatter( final_bins[0], 0, - s, + _marker_size, marker=align_marker("<", halign="right"), edgecolor="black", zorder=5, @@ -523,7 +524,7 @@ def iterable_not_string(arg): ax.scatter( final_bins[-1], 0, - s, + _marker_size, marker=align_marker(">", halign="left"), edgecolor="black", zorder=5, @@ -674,7 +675,7 @@ def hist2dplot( # TODO: use Histogram everywhere - H = h.values() + H = h.values().copy() xbins, xtick_labels = get_plottable_protocol_bins(h.axes[0]) ybins, ytick_labels = get_plottable_protocol_bins(h.axes[1]) # Show under/overflow bins @@ -697,49 +698,31 @@ def hist2dplot( ): flow = None print(f"Warning: you don't have flow bins stored in {h}") - elif flow == "show": - H = h.values(flow=True) - if any(h.values(flow=True)[0] > 0): - xbins = np.array( - [ - xbins[0] - (xbins[-1] - xbins[0]) * 0.08, - xbins[0] - (xbins[-1] - xbins[0]) * 0.03, - *xbins, - ] - ) - if any(h.values(flow=True)[-1] > 0): - xbins = np.array( - [ - *xbins, - xbins[-1] + (xbins[-1] - xbins[0]) * 0.03, - xbins[-1] + (xbins[-1] - xbins[0]) * 0.08, - ] - ) - if any(h.values(flow=True)[:, 0] > 0): - ybins = np.array( - [ - ybins[0] - (ybins[-1] - ybins[0]) * 0.08, - ybins[0] - (ybins[-1] - ybins[0]) * 0.03, - *ybins, - ] - ) - if any(h.values(flow=True)[:, -1] > 0): - ybins = np.array( - [ - *ybins, - ybins[-1] + (ybins[-1] - ybins[0]) * 0.03, - ybins[-1] + (ybins[-1] - ybins[0]) * 0.08, - ] - ) - - if any(h.values(flow=True)[0] > 0.0): - H = np.insert(H, (1), np.nan, axis=-1) - if any(h.values(flow=True)[-1] > 0.0): - H = np.insert(H, (-1), np.nan, axis=-1) - if any(h.values(flow=True)[:, 0] > 0): - H = np.insert(H, (1), np.full(np.shape(H)[1], np.nan), axis=0) - if any(h.values(flow=True)[:, -1] > 0): - H = np.insert(H, (-1), np.full(np.shape(H)[1], np.nan), axis=0) + elif flow in ["hint", "show"]: + xwidth, ywidth = (xbins[-1] - xbins[0]) * 0.05, (ybins[-1] - ybins[0]) * 0.05 + pxbins = np.r_[xbins[0] - xwidth, xbins, xbins[-1] + xwidth] + pybins = np.r_[ybins[0] - ywidth, ybins, ybins[-1] + ywidth] + padded = to_padded2d(h) + hint_xlo, hint_xhi, hint_ylo, hint_yhi = True, True, True, True + if np.all(padded[0, :] == 0): + padded = padded[1:, :] + pxbins = pxbins[1:] + hint_xlo = False + if np.all(padded[-1, :] == 0): + padded = padded[:-1, :] + pxbins = pxbins[:-1] + hint_xhi = False + if np.all(padded[:, 0] == 0): + padded = padded[:, 1:] + pybins = pybins[1:] + hint_ylo = False + if np.all(padded[:, -1] == 0): + padded = padded[:, :-1] + pybins = pybins[:-1] + hint_yhi = False + if flow == "show": + H = padded + xbins, ybins = pxbins, pybins elif flow == "sum": H = h.values().copy() # Sum borders @@ -812,76 +795,98 @@ def hist2dplot( cb_obj = None plt.sca(ax) - if flow == "hint" or flow == "show": - d = 0.9 # proportion of vertical to horizontal extent of the slanted line - trans = mpl.transforms.blended_transform_factory(ax.transData, ax.transAxes) - ax_h = ax.bbox.height - kwargs = dict( - marker=[(-0.5, -d), (0.5, d)], - markersize=ax_h * 0.05, - linestyle="none", - color="k", - mec="k", - mew=1, - clip_on=False, + if flow == "show": + if hint_xlo: + ax.plot( + [xbins[1]] * 2, + [0, 1], + ls="--", + color="lightgrey", + clip_on=False, + transform=ax.get_xaxis_transform(), + ) + if hint_xhi: + ax.plot( + [xbins[-2]] * 2, + [0, 1], + ls="--", + color="lightgrey", + clip_on=False, + transform=ax.get_xaxis_transform(), + ) + if hint_ylo: + ax.plot( + [0, 1], + [ybins[1]] * 2, + ls="--", + color="lightgrey", + clip_on=False, + transform=ax.get_yaxis_transform(), + ) + if hint_yhi: + ax.plot( + [0, 1], + [ybins[-2]] * 2, + ls="--", + color="lightgrey", + clip_on=False, + transform=ax.get_yaxis_transform(), + ) + elif flow == "hint": + _marker_size = ( + 30 + * ax.get_window_extent() + .transformed(ax.figure.dpi_scale_trans.inverted()) + .width ) - if any(h.values(flow=True)[0] > 0): - if flow == "hint": - ax.plot( - [ - xbins[0] - np.diff(xbins)[0] * len(np.diff(xbins)) * 0.03, - xbins[0], - ], - [0, 0], - transform=trans, - **kwargs, - ) - if flow == "show": - ax.plot([xbins[1], xbins[2]], [0, 0], transform=trans, **kwargs) - ax.plot([xbins[0], xbins[0]], [ybins[1], ybins[2]], **kwargs) - if any(h.values(flow=True)[:, 0] > 0): - if flow == "hint": - ax.plot( - [ - xbins[-1] + np.diff(xbins)[-1] * len(np.diff(xbins)) * 0.03, - xbins[-1], - ], - [0, 0], - transform=trans, - **kwargs, - ) - if flow == "show": - ax.plot([xbins[-3], xbins[-2]], [0, 0], transform=trans, **kwargs) - ax.plot([xbins[-1], xbins[-1]], [ybins[1], ybins[2]], **kwargs) - if any(h.values(flow=True)[-1] > 0): - if flow == "hint": - ax.plot( - [ - xbins[0], - xbins[0] - np.diff(xbins)[0] * len(np.diff(xbins)) * 0.03, - ], - [1, 1], - transform=trans, - **kwargs, - ) - if flow == "show": - ax.plot([xbins[1], xbins[2]], [1, 1], transform=trans, **kwargs) - ax.plot([xbins[0], xbins[0]], [ybins[-3], ybins[-2]], **kwargs) - - if any(h.values(flow=True)[:, -1] > 0): - if flow == "hint": - ax.plot( - [ - xbins[-1] + np.diff(xbins)[-1] * len(np.diff(xbins)) * 0.03, - xbins[-1], - ], - [1, 1], - transform=trans, - **kwargs, - ) - if flow == "show": - ax.plot([xbins[-3], xbins[-2]], [1, 1], transform=trans, **kwargs) - ax.plot([xbins[-1], xbins[-1]], [ybins[-3], ybins[-2]], **kwargs) + if hint_xlo: + ax.scatter( + 0, + 0, + _marker_size, + marker=align_marker("<", halign="right", valign="bottom"), + edgecolor="black", + zorder=5, + clip_on=False, + facecolor="white", + transform=ax.transAxes, + ) + if hint_xhi: + ax.scatter( + 1, + 0, + _marker_size, + marker=align_marker(">", halign="left"), + edgecolor="black", + zorder=5, + clip_on=False, + facecolor="white", + transform=ax.transAxes, + ) + if hint_ylo: + ax.scatter( + 0, + 0, + _marker_size, + marker=align_marker("v", valign="top", halign="left"), + edgecolor="black", + zorder=5, + clip_on=False, + facecolor="white", + transform=ax.transAxes, + ) + if hint_yhi: + ax.scatter( + 0, + 1, + _marker_size, + marker=align_marker("^", valign="bottom"), + edgecolor="black", + zorder=5, + clip_on=False, + facecolor="white", + transform=ax.transAxes, + ) _labels: np.ndarray | None = None if isinstance(labels, bool): diff --git a/src/mplhep/utils.py b/src/mplhep/utils.py index b3034d99..f9355454 100644 --- a/src/mplhep/utils.py +++ b/src/mplhep/utils.py @@ -375,3 +375,31 @@ def align_marker( m_arr[:, 1] += valign / 2 return Path(m_arr, bm.get_path().codes) + + +def to_padded2d(h, variances=False): + if np.array_equal( + np.array(h.values().shape) + 2, np.array(h.values(flow=True).shape) + ): + padded = h.values(flow=True) + padded_varis = h.variances(flow=True) + else: + vals_flow = h.values(flow=True) + variances_flow = h.variances(flow=True) + xpadlo, xpadhi = 1 - h.axes[0].traits.underflow, 1 - h.axes[0].traits.overflow + ypadlo, ypadhi = 1 - h.axes[1].traits.underflow, 1 - h.axes[1].traits.overflow + xpadhi_m, mypadhi_m = [-pad if pad != 0 else None for pad in [xpadhi, ypadhi]] + + padded = np.zeros( + ( + vals_flow.shape[0] + xpadlo + xpadhi, + (vals_flow.shape[1] + ypadlo + ypadhi), + ) + ) + padded_varis = padded.copy() + padded[xpadlo:xpadhi_m, ypadlo:mypadhi_m] = vals_flow + padded_varis[xpadlo:xpadhi_m, ypadlo:mypadhi_m] = variances_flow + if variances: + return padded, padded_varis + else: + return padded diff --git a/tests/baseline/test_hist2dplot_flow.png b/tests/baseline/test_hist2dplot_flow.png index d1cf29c912dd2bd5a3389fe2e586b6dd26adaa52..4dabfd9d44dea16ed2f745be7d65acbfbad84385 100644 GIT binary patch literal 48648 zcmeFZWn5KT)IGeh6#)ySK>>qQ>Bb9+h=7E2h=_D|V}i5?0claX8)=mi>F)0Cu6OQ( z*L&~tJfGiB|MR;j7vZq?T64`g#+YO7caJ1Q@J^AOLJ$N`^uDk(f*hqlki!!vj=@*H z3J=-BUtAV<6)a?opIcaKm}w#68Wtu7#uf&;PpPc5%*=I-jaZmCnQk*s=~!5pm~%5T z8~*tQCSx;gW~%MIGI*1dCifN15rjYk{lJM6h}A`qB1=)>JF+&RGrhJpevh~I7bOGO z4JUs{#3x;0`AT*D`YG?13y*t(q$-XQl4;#LE_+1Q5`7Ow7Z^6x9NYQaq09JUrb7X6(T%+TK?s!;_-L0`HOeg@q;G(yY*FPf-o#w$v-7 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