Comments (5)
have this feature been included or not?
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Hi @hamzahanif2210, this is not currently implemented. If you'd like to work on the feature, I'd ask you to give a quick sketch here on what API and look you'd imagine for it.
from mplhep.
Hi @andrzejnovak , I'd be happy to work on this. As a standalone function something like this would work:
def errorband(
H_band, # value array if error band is symmetric / tuple of upper and lower value arrays
bins, # corresponding to bin edges of the hist values supplied in H_band
label=None,
edges=True,
ax=None,
**kwargs,
):
# ax check
if ax is None:
ax = plt.gca()
else:
if not isinstance(ax, plt.Axes):
raise ValueError("ax must be a matplotlib Axes object")
# Construction of upper and lower boundries
if isinstance(H_band, tuple):
y_upper = H_band[0]
y_lower = H_band[1]
if isinstance(H_band, np.ndarray):
y_upper = H_band
y_lower = -y_upper
error_band_args = {
"edges": bins, "facecolor": "none", "linewidth": 0,
"alpha": .9, "color": "black", "hatch": "///"
}
ax.stairs(y_upper, baseline=y_lower, label=label, **{**error_band_args, **kwargs})
Please let me know your thoughts.
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Welcome, @danielhundhausen! I think I was originally thinking that this could be an option in histplot
along the line of histplot(histtype='band')
, where the band could be determined either by setting yerr
or automatically from the existing weights methods. Is there a reason why you'd say it would be better as a separate function?
from mplhep.
Thank you for your comments @andrzejnovak ! I made a PR #414 that includes the integration of errorbands in histplot
when plotting with histtype="fill"
, which is the standard use case, I think.
Regarding your question about making a separate function for the plotting - I think it reduces complexity of the code to split things into separate functions whenever possible. For the integration in histplot
I have tried to follow the pattern of errorbar
.
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