Seaborn how to use keyword arguments in catplot or pointplot

I am trying to pass keyword arguments into a Seaborn catplot (or pointplot), but it is not having any effect. Examples below try to set edge color to black. Both produce the same plot, which doesn't have any edge color. Using Seaborn 0.11.1

penguins = sns.load_dataset("penguins")
colormap = {"Adelie": "purple", "Chinstrap": "orange", "Gentoo": "green"}

### Try 1
sns.catplot(
    kind="point",
    data=penguins,
    x="island",
    y="bill_depth_mm",
    hue="species",
    palette=colormap,
    scatter_kws = {"edgecolor":'black'}
)

### Try 2
sns.catplot(
    kind="point",
    data=penguins,
    x="island",
    y="bill_depth_mm",
    hue="species",
    palette=colormap,
    edgecolor='black',
)

The end goal is to "hack" hollow points by using something like this:

sns.catplot(
    kind="point",
    data=penguins,
    x="island",
    y="bill_depth_mm",
    hue="species",
    palette=colormap,
    ec=penguins["species"].map(colormap),
    fc="none",
)