id,node_id,number,title,user,state,locked,assignee,milestone,comments,created_at,updated_at,closed_at,author_association,active_lock_reason,draft,pull_request,body,reactions,performed_via_github_app,state_reason,repo,type 403378297,MDU6SXNzdWU0MDMzNzgyOTc=,2714,Extra dimension on first argument passed into apply_ufunc,1796208,open,0,,,13,2019-01-26T00:04:47Z,2022-05-06T03:03:00Z,,NONE,,,,"Here's my code: ```python import numpy as np import xarray as xr da = xr.DataArray(np.random.rand(1000, 100)) da = da.rename({'dim_0': 'rows_a'}) db = xr.DataArray(np.random.rand(1000, 100)) db = db.rename({'dim_0': 'rows_b'}) def print_shape(a): print(a.shape) return np.zeros(shape=(a.shape[0])) def print_two_shapes(a, b): print(a.shape) print(b.shape) return np.zeros(shape=(a.shape[0], b.shape[0])) ``` If I print_shape and print_shapes with apply_ufunc I am surprised by the results: ```python xr.apply_ufunc( print_shape, da, input_core_dims=[['dim_1']] ) (1000, 100) array([0., 0., 0., ..., 0., 0., 0.]) Coordinates: * rows_a (rows_a) int64 0 1 2 3 4 5 6 7 ... 992 993 994 995 996 997 998 999 ``` vs ```python xr.apply_ufunc( print_two_shapes, da, db, input_core_dims=[['dim_1'], ['dim_1']] ) (1000, 1, 100) (1000, 100) array([[0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], ..., [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.]]) Coordinates: * rows_a (rows_a) int64 0 1 2 3 4 5 6 7 ... 992 993 994 995 996 997 998 999 * rows_b (rows_b) int64 0 1 2 3 4 5 6 7 ... 992 993 994 995 996 997 998 999 ``` My array `da` has changed shape from `(1000, 100)` to `(1000, 1, 100)` when a second argument was added to my call to `apply_ufunc`. Maybe this is documented, but I missed it. If it is documented I'd be glad to be pointed to it and I'll see if I can come up with a suggestion of how to highlight this better in the documentation as it really threw me.","{""url"": ""https://api.github.com/repos/pydata/xarray/issues/2714/reactions"", ""total_count"": 0, ""+1"": 0, ""-1"": 0, ""laugh"": 0, ""hooray"": 0, ""confused"": 0, ""heart"": 0, ""rocket"": 0, ""eyes"": 0}",,,13221727,issue