Retrieving values from DEM data

[harrisonjkaplan]

Hi there,
I am relatively new to GEE and am trying to get DEM raster data within a certain geometry.

dem = ee.Image('USGS/3DEP/10m').select('elevation')
dem_ic = ee.ImageCollection(dem)
rect = ee.Geometry.Rectangle(-125.0, 43.0, -125.1, 43.1)

ds = xr.open_dataset(
    dem_ic,
    engine='ee',
    geometry=rect,
)

da = ds['elevation'] 

I am getting error "No numeric data to plot." When I run da.plot(), and the shape of da.values is (1, 1, 1)

I am wondering if I am gathering the data incorrectly.

Any help would be appreciated,

Thanks!