html_url,issue_url,id,node_id,user,created_at,updated_at,author_association,body,reactions,performed_via_github_app,issue https://github.com/pydata/xarray/issues/5545#issuecomment-873628670,https://api.github.com/repos/pydata/xarray/issues/5545,873628670,MDEyOklzc3VlQ29tbWVudDg3MzYyODY3MA==,5635139,2021-07-04T17:19:12Z,2021-07-04T17:19:12Z,MEMBER,"Great, I think we're decided! @st-bender would you be interested in a PR to kick some of this off? It would be fine to do a subset (e.g. ignoring the limit for the `.coords` and `.data_vars` methods). I feel like we could parlay any tension above into a nice contribution. Also fine if not!","{""total_count"": 0, ""+1"": 0, ""-1"": 0, ""laugh"": 0, ""hooray"": 0, ""confused"": 0, ""heart"": 0, ""rocket"": 0, ""eyes"": 0}",,931591247 https://github.com/pydata/xarray/issues/5545#issuecomment-872473732,https://api.github.com/repos/pydata/xarray/issues/5545,872473732,MDEyOklzc3VlQ29tbWVudDg3MjQ3MzczMg==,5635139,2021-07-01T18:51:17Z,2021-07-01T18:51:17Z,MEMBER,"> For the `Dataset.data_vars` and `Dataset.coords` reprs, it's more obvious that we want to see all of them, so I'd suggest not limiting the maximum of rows displayed IMO this would be an excellent synthesis of the tradeoffs, +1","{""total_count"": 0, ""+1"": 0, ""-1"": 0, ""laugh"": 0, ""hooray"": 0, ""confused"": 0, ""heart"": 0, ""rocket"": 0, ""eyes"": 0}",,931591247 https://github.com/pydata/xarray/issues/5545#issuecomment-872459805,https://api.github.com/repos/pydata/xarray/issues/5545,872459805,MDEyOklzc3VlQ29tbWVudDg3MjQ1OTgwNQ==,4160723,2021-07-01T18:27:04Z,2021-07-01T18:27:04Z,MEMBER,"> From what I see in the examples by @Illviljan , setting display_max_rows affects everything equally, coords, data_vars, and attrs. So there would be no need to treat them separately. Or I misunderstood your comment. My suggestion is to ignore `display_max_rows` for the repr of the `Dataset.coords` and `Dataset.data_vars` properties, but not for the ""coordinates"" and ""data variables"" sections of the `Dataset` text-based repr. This way we could do `print(ds.data_vars)` to check that all variables made it into the data set correctly while keeping concise the output of `print(ds)`.","{""total_count"": 4, ""+1"": 4, ""-1"": 0, ""laugh"": 0, ""hooray"": 0, ""confused"": 0, ""heart"": 0, ""rocket"": 0, ""eyes"": 0}",,931591247 https://github.com/pydata/xarray/issues/5545#issuecomment-872009559,https://api.github.com/repos/pydata/xarray/issues/5545,872009559,MDEyOklzc3VlQ29tbWVudDg3MjAwOTU1OQ==,4160723,2021-07-01T07:47:51Z,2021-07-01T07:47:51Z,MEMBER,"My 2 cents (no strong view either, I'm mostly using the HTML repr with a rather small number of variables): I do agree with both arguments ""fit the screen"" vs ""need to see all the variables"", so why not have different display rules for the `Dataset`, `Dataset.data_vars` and `Dataset.coords` reprs? For the `Dataset` repr, I think the motivation is mostly to get a quick overview of the whole dataset and basic answers on questions like: - *What are the dimensions and their size?* - *How many coordinates and data variables?* - *Is the dataset fully loaded in memory or lazily loaded? Are the variables chunked? What's the type of arrays (dask vs. numpy)?* - *Is there a lot of metadata or no metadata at all (global attributes)?* All those questions can be answered with a short, truncated repr. For the `Dataset.data_vars` and `Dataset.coords` reprs, it's more obvious that we want to see all of them, so I'd suggest not limiting the maximum of rows displayed (or have a much larger limit? but then we duplicate the display options, which is not very nice). ","{""total_count"": 2, ""+1"": 2, ""-1"": 0, ""laugh"": 0, ""hooray"": 0, ""confused"": 0, ""heart"": 0, ""rocket"": 0, ""eyes"": 0}",,931591247 https://github.com/pydata/xarray/issues/5545#issuecomment-871808557,https://api.github.com/repos/pydata/xarray/issues/5545,871808557,MDEyOklzc3VlQ29tbWVudDg3MTgwODU1Nw==,5635139,2021-07-01T00:12:14Z,2021-07-01T00:12:25Z,MEMBER,"@st-bender I don't imagine you intend it, but the first two paragraphs of your comment read as abrasive to me. Others should weigh in if they disagree with my assessment. FWIW I found @Illviljan 's examples very helpful to visualize the various options. --- Back to the question: for me, 50 is longer than ideal; it spans my 27"" portrait monitor. 20 seems good. We could also have fewer attrs (or coords too?). But as before, no strong view, and I'm rarely dealing with datasets like this","{""total_count"": 1, ""+1"": 1, ""-1"": 0, ""laugh"": 0, ""hooray"": 0, ""confused"": 0, ""heart"": 0, ""rocket"": 0, ""eyes"": 0}",,931591247 https://github.com/pydata/xarray/issues/5545#issuecomment-870854800,https://api.github.com/repos/pydata/xarray/issues/5545,870854800,MDEyOklzc3VlQ29tbWVudDg3MDg1NDgwMA==,14371165,2021-06-29T19:24:28Z,2021-06-29T19:24:28Z,MEMBER,"If you want to fix your doctests results you can try out: https://github.com/max-sixty/pytest-accept xarray was the odd one out having an infinite repr when comparing to other data science packages. numpy and pandas (the gold standard?) for example are limiting it. which also probably makes those reprs meaningless for some users that are making sure all the elements/columns/series have been processed correctly. I like 12 rows because that fills up pretty much 80% of the screen. It was in inline with the guideline suggested by @shoyer of a repr should fit in 1 screen in #4736 and you don't have to waste too much time scrolling up to figure out your calculation error for the 100th time. I don't mind it being slightly larger but at around 16 rows I feel the scrolling starts to become rather annoying. Some related ideas: * If only variables are important there could be some prioritization logic so that as many variables are shown within some limited amount of rows. I think I considered this but dropped it because it requires a larger refactor. * I think the `__repr__ `should be pretty short since it's easy that it gets accidentally triggered. `__str__` however could be longer because that requires some intention to display it, for example `print(ds)`. Lets set up some examples: ```python import numpy as np import xarray as xr a = np.arange(0, 2000) data_vars = dict() for i in a: data_vars[f""long_variable_name_{i}""] = xr.DataArray( name=f""long_variable_name_{i}"", data=2*np.arange(25), dims=[f""long_coord_name""], coords={f""long_coord_name"": 2*np.arange(25)}, ) ds0 = xr.Dataset(data_vars) ds0.attrs = {f""attr_{k}"": 2 for k in a} ``` Now if you convert this to a Pandas dataframe and print it will look like this: ```python df0 = ds0.to_dataframe() print(df0) long_variable_name_0 ... long_variable_name_1999 long_coord_name ... 0 0 ... 0 2 2 ... 2 4 4 ... 4 6 6 ... 6 8 8 ... 8 ... ... ... 190 190 ... 190 192 192 ... 192 194 194 ... 194 196 196 ... 196 198 198 ... 198 [100 rows x 2000 columns] ``` The xarray dataset looks like this: ```python print(ds0) Dimensions: (long_coord_name: 100) Coordinates: * long_coord_name (long_coord_name) int32 0 2 4 6 ... 192 194 196 198 Data variables: (12/2000) long_variable_name_0 (long_coord_name) int32 0 2 4 6 ... 192 194 196 198 long_variable_name_1 (long_coord_name) int32 0 2 4 6 ... 192 194 196 198 long_variable_name_2 (long_coord_name) int32 0 2 4 6 ... 192 194 196 198 long_variable_name_3 (long_coord_name) int32 0 2 4 6 ... 192 194 196 198 long_variable_name_4 (long_coord_name) int32 0 2 4 6 ... 192 194 196 198 long_variable_name_5 (long_coord_name) int32 0 2 4 6 ... 192 194 196 198 ... long_variable_name_1994 (long_coord_name) int32 0 2 4 6 ... 192 194 196 198 long_variable_name_1995 (long_coord_name) int32 0 2 4 6 ... 192 194 196 198 long_variable_name_1996 (long_coord_name) int32 0 2 4 6 ... 192 194 196 198 long_variable_name_1997 (long_coord_name) int32 0 2 4 6 ... 192 194 196 198 long_variable_name_1998 (long_coord_name) int32 0 2 4 6 ... 192 194 196 198 long_variable_name_1999 (long_coord_name) int32 0 2 4 6 ... 192 194 196 198 Attributes: (12/2000) attr_0: 2 attr_1: 2 attr_2: 2 attr_3: 2 attr_4: 2 attr_5: 2 ... attr_1994: 2 attr_1995: 2 attr_1996: 2 attr_1997: 2 attr_1998: 2 attr_1999: 2 ``` xarray shows a lot more information in fewer rows which is good and I think its size is still manageable. Lets try some of the suggestions, I apologize for the long post but remember that this is the kind of scrolling you're going to have to do 100 times when figuring out where that invisible typo is: ```python import numpy as np import xarray as xr a = np.arange(0, 2000) data_vars = dict() for i in a: data_vars[f""long_variable_name_{i}""] = xr.DataArray( name=f""long_variable_name_{i}"", data=2*np.arange(25), dims=[f""long_coord_name_{np.mod(i, 25)}""], coords={f""long_coord_name_{np.mod(i, 25)}"": 2*np.arange(25)}, ) ds0 = xr.Dataset(data_vars) ds0.attrs = {f""attr_{k}"": 2 for k in a} ``` ```python with xr.set_options(display_max_rows=12): print(ds0) Dimensions: (long_coord_name_0: 25, long_coord_name_1: 25, long_coord_name_10: 25, long_coord_name_11: 25, long_coord_name_12: 25, long_coord_name_13: 25, long_coord_name_14: 25, long_coord_name_15: 25, long_coord_name_16: 25, long_coord_name_17: 25, long_coord_name_18: 25, long_coord_name_19: 25, long_coord_name_2: 25, long_coord_name_20: 25, long_coord_name_21: 25, long_coord_name_22: 25, long_coord_name_23: 25, long_coord_name_24: 25, long_coord_name_3: 25, long_coord_name_4: 25, long_coord_name_5: 25, long_coord_name_6: 25, long_coord_name_7: 25, long_coord_name_8: 25, long_coord_name_9: 25) Coordinates: (12/25) * long_coord_name_0 (long_coord_name_0) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_1 (long_coord_name_1) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_2 (long_coord_name_2) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_3 (long_coord_name_3) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_4 (long_coord_name_4) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_5 (long_coord_name_5) int32 0 2 4 6 8 ... 42 44 46 48 ... * long_coord_name_19 (long_coord_name_19) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_20 (long_coord_name_20) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_21 (long_coord_name_21) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_22 (long_coord_name_22) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_23 (long_coord_name_23) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_24 (long_coord_name_24) int32 0 2 4 6 ... 42 44 46 48 Data variables: (12/2000) long_variable_name_0 (long_coord_name_0) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1 (long_coord_name_1) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_2 (long_coord_name_2) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_3 (long_coord_name_3) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_4 (long_coord_name_4) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_5 (long_coord_name_5) int32 0 2 4 6 8 ... 42 44 46 48 ... long_variable_name_1994 (long_coord_name_19) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1995 (long_coord_name_20) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1996 (long_coord_name_21) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1997 (long_coord_name_22) int32 0 2 4 6 ... 42 44 46 48 long_variable_mame_1998 (long_coord_name_23) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1999 (long_coord_name_24) int32 0 2 4 6 ... 42 44 46 48 Attributes: (12/2000) attr_0: 2 attr_1: 2 attr_2: 2 attr_3: 2 attr_4: 2 attr_5: 2 ... attr_1994: 2 attr_1995: 2 attr_1996: 2 attr_1997: 2 attr_1998: 2 attr_1999: 2 ``` ```python with xr.set_options(display_max_rows=16): print(ds0) Dimensions: (long_coord_name_0: 25, long_coord_name_1: 25, long_coord_name_10: 25, long_coord_name_11: 25, long_coord_name_12: 25, long_coord_name_13: 25, long_coord_name_14: 25, long_coord_name_15: 25, long_coord_name_16: 25, long_coord_name_17: 25, long_coord_name_18: 25, long_coord_name_19: 25, long_coord_name_2: 25, long_coord_name_20: 25, long_coord_name_21: 25, long_coord_name_22: 25, long_coord_name_23: 25, long_coord_name_24: 25, long_coord_name_3: 25, long_coord_name_4: 25, long_coord_name_5: 25, long_coord_name_6: 25, long_coord_name_7: 25, long_coord_name_8: 25, long_coord_name_9: 25) Coordinates: (16/25) * long_coord_name_0 (long_coord_name_0) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_1 (long_coord_name_1) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_2 (long_coord_name_2) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_3 (long_coord_name_3) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_4 (long_coord_name_4) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_5 (long_coord_name_5) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_6 (long_coord_name_6) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_7 (long_coord_name_7) int32 0 2 4 6 8 ... 42 44 46 48 ... * long_coord_name_17 (long_coord_name_17) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_18 (long_coord_name_18) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_19 (long_coord_name_19) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_20 (long_coord_name_20) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_21 (long_coord_name_21) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_22 (long_coord_name_22) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_23 (long_coord_name_23) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_24 (long_coord_name_24) int32 0 2 4 6 ... 42 44 46 48 Data variables: (16/2000) long_variable_name_0 (long_coord_name_0) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1 (long_coord_name_1) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_2 (long_coord_name_2) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_3 (long_coord_name_3) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_4 (long_coord_name_4) int32 0 2 4 9 8 ... 42 44 46 48 long_variable_name_5 (long_coord_name_5) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_6 (long_coord_name_6) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_7 (long_coord_name_7) int32 0 2 4 6 8 ... 42 44 46 48 ... long_variable_name_1992 (long_coord_name_17) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1993 (long_coord_name_18) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1994 (long_coord_name_19) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1995 (long_coord_name_20) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1996 (long_coord_name_21) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1997 (long_coord_name_22) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1998 (long_coord_name_23) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1999 (long_coord_name_24) int32 0 2 4 6 ... 42 44 46 48 Attributes: (16/2000) attr_0: 2 attr_1: 2 attr_2: 2 attr_3: 2 attr_4: 2 attr_5: 2 attr_6: 2 attr_7: 2 ... attr_1992: 2 attr_1993: 2 attr_1994: 2 attr_1995: 2 attr_1996: 2 attr_1997: 2 attr_1998: 2 attr_1999: 2 ``` ```python with xr.set_options(display_max_rows=20): print(ds0) Dimensions: (long_coord_name_0: 25, long_coord_name_1: 25, long_coord_name_10: 25, long_coord_name_11: 25, long_coord_name_12: 25, long_coord_name_13: 25, long_coord_name_14: 25, long_coord_name_15: 25, long_coord_name_16: 25, long_coord_name_17: 25, long_coord_name_18: 25, long_coord_name_19: 25, long_coord_name_2: 25, long_coord_name_20: 25, long_coord_name_21: 25, long_coord_name_22: 25, long_coord_name_23: 25, long_coord_name_24: 25, long_coord_name_3: 25, long_coord_name_4: 25, long_coord_name_5: 25, long_coord_name_6: 25, long_coord_name_7: 25, long_coord_name_8: 25, long_coord_name_9: 25) Coordinates: (20/25) * long_coord_name_0 (long_coord_name_0) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_1 (long_coord_name_1) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_2 (long_coord_name_2) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_3 (long_coord_name_3) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_4 (long_coord_name_4) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_5 (long_coord_name_5) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_6 (long_coord_name_6) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_7 (long_coord_name_7) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_8 (long_coord_name_8) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_9 (long_coord_name_9) int32 0 2 4 6 8 ... 42 44 46 48 ... * long_coord_name_15 (long_coord_name_15) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_16 (long_coord_name_16) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_17 (long_coord_name_17) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_18 (long_coord_name_18) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_19 (long_coord_name_19) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_20 (long_coord_name_20) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_21 (long_coord_name_21) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_22 (long_coord_name_22) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_23 (long_coord_name_23) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_24 (long_coord_name_24) int32 0 2 4 6 ... 42 44 46 48 Data variables: (20/2000) long_variable_name_0 (long_coord_name_0) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1 (long_coord_name_1) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_2 (long_coord_name_2) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_3 (long_coord_name_3) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_4 (long_coord_name_4) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_5 (long_coord_name_5) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_6 (long_coord_name_6) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_7 (long_coord_name_7) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_8 (long_coord_name_8) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_9 (long_coord_name_9) int32 0 2 4 6 8 ... 42 44 46 48 ... long_variable_name_1990 (long_coord_name_15) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1991 (long_coord_name_16) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1992 (long_coord_name_17) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1993 (long_coord_name_18) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1994 (long_coord_name_19) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1995 (long_coord_name_20) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1996 (long_coord_name_21) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1997 (long_coord_name_22) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1998 (long_coord_name_23) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1999 (long_coord_name_24) int32 0 2 4 6 ... 42 44 46 48 Attributes: (20/2000) attr_0: 2 attr_1: 2 attr_2: 2 attr_3: 2 attr_4: 2 attr_5: 2 attr_6: 2 attr_7: 2 attr_8: 2 attr_9: 2 ... attr_1990: 2 attr_1991: 2 attr_1992: 2 attr_1993: 2 attr_1994: 2 attr_1995: 2 attr_1966: 2 attr_1997: 2 attr_1998: 2 attr_1999: 2 ``` ```python with xr.set_options(display_max_rows=24): print(ds0) Dimensions: (long_coord_name_0: 25, long_coord_name_1: 25, long_coord_name_10: 25, long_coord_name_11: 25, long_coord_name_12: 25, long_coord_name_13: 25, long_coord_name_14: 25, long_coord_name_15: 25, long_coord_name_16: 25, long_coord_name_17: 25, long_coord_name_18: 25, long_coord_name_19: 25, long_coord_name_2: 25, long_coord_name_20: 25, long_coord_name_21: 25, long_coord_name_22: 25, long_coord_name_23: 25, long_coord_name_24: 25, long_coord_name_3: 25, long_coord_name_4: 25, long_coord_name_5: 25, long_coord_name_6: 25, long_coord_name_7: 25, long_coord_name_8: 25, long_coord_name_9: 25) Coordinates: (24/25) * long_coord_name_0 (long_coord_name_0) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_1 (long_coord_name_1) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_2 (long_coord_name_2) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_3 (long_coord_name_3) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_4 (long_coord_name_4) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_5 (long_coord_name_5) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_6 (long_coord_name_6) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_7 (long_coord_name_7) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_8 (long_coord_name_8) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_9 (long_coord_name_9) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_10 (long_coord_name_10) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_11 (long_coord_name_11) int32 0 2 4 6 ... 42 44 46 48 ... * long_coord_name_13 (long_coord_name_13) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_14 (long_coord_name_14) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_15 (long_coord_name_15) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_16 (long_coord_name_16) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_17 (long_coord_name_17) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_18 (long_coord_name_18) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_19 (long_coord_name_19) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_20 (long_coord_name_20) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_21 (long_coord_name_21) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_22 (long_coord_name_22) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_23 (long_coord_name_23) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_24 (long_coord_name_24) int32 0 2 4 6 ... 42 44 46 48 Data variables: (24/2000) long_variable_name_0 (long_coord_name_0) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1 (long_coord_name_1) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_2 (long_coord_name_2) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_3 (long_coord_name_3) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_4 (long_coord_name_4) int32 0 2 4 6 8 ... 42 44 46 48 long_varrable_name_5 (long_coord_name_5) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_6 (long_coord_name_6) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_7 (long_coord_name_7) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_8 (long_coord_name_8) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_9 (long_coord_name_9) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_10 (long_coord_name_10) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_11 (long_coord_name_11) int32 0 2 4 6 ... 42 44 46 48 ... long_variable_name_1988 (long_coord_name_13) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1989 (long_coord_name_14) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1990 (long_coord_name_15) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1991 (long_coord_name_16) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1992 (long_coord_name_17) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1993 (long_coord_name_18) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1994 (long_coord_name_19) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1995 (long_coord_name_20) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1996 (long_coord_name_21) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1997 (long_coord_name_22) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1998 (long_coord_name_23) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1999 (long_coord_name_24) int32 0 2 4 6 ... 42 44 46 48 Attributes: (24/2000) attr_0: 2 attr_1: 2 attr_2: 2 attr_3: 2 attr_4: 2 attr_5: 2 attr_6: 2 attr_7: 2 attr_8: 2 attr_9: 2 attr_10: 2 attr_11: 2 ... attr_1988: 2 attr_1989: 2 attr_1990: 2 attr_1991: 2 attr_1992: 2 attr_1993: 2 attr_1994: 2 attr_1995: 2 attr_1996: 2 attr_1997: 2 attr_1998: 2 attr_1999: 2 ``` ```python with xr.set_options(display_max_rows=30): print(ds0) Dimensions: (long_coord_name_0: 25, long_coord_name_1: 25, long_coord_name_10: 25, long_coord_name_11: 25, long_coord_name_12: 25, long_coord_name_13: 25, long_coord_name_14: 25, long_coord_name_15: 25, long_coord_name_16: 25, long_coord_name_17: 25, long_coord_name_18: 25, long_coord_name_19: 25, long_coord_name_2: 25, long_coord_name_20: 25, long_coord_name_21: 25, long_coord_name_22: 25, long_coord_name_23: 25, long_coord_name_24: 25, long_coord_name_3: 25, long_coord_name_4: 25, long_coord_name_5: 25, long_coord_name_6: 25, long_coord_name_7: 25, long_coord_name_8: 25, long_coord_name_9: 25) Coordinates: * long_coord_name_0 (long_coord_name_0) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_1 (long_coord_name_1) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_2 (long_coord_name_2) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_3 (long_coord_name_3) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_4 (long_coord_name_4) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_5 (long_coord_name_5) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_6 (long_coord_name_6) int32 0 2 4 6 8 ... 42 44 46 48 * long_coood_name_7 (long_coord_name_7) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_8 (long_coord_name_8) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_9 (long_coord_name_9) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_10 (long_coord_name_10) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_11 (long_coord_name_11) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_12 (long_coord_name_12) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_13 (long_coord_name_13) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_14 (long_coord_name_14) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_15 (long_coord_name_15) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_16 (long_coord_name_16) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_17 (long_coord_name_17) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_18 (long_coord_name_18) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_19 (long_coord_name_19) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_20 (long_coord_name_20) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_21 (long_coord_name_21) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_22 (long_coord_name_22) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_23 (long_coord_name_23) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_24 (long_coord_name_24) int32 0 2 4 6 ... 42 44 46 48 Data variables: (30/2000) long_variable_name_0 (long_coord_name_0) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1 (long_coord_name_1) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_2 (long_coord_name_2) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_3 (long_coord_name_3) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_4 (long_coord_name_4) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_5 (long_coord_name_5) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_6 (long_coord_name_6) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_7 (long_coord_name_7) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_8 (long_coord_name_8) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_9 (long_coord_name_9) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_10 (long_coord_name_10) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_11 (long_coord_name_11) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_12 (long_coord_name_12) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_13 (long_coord_name_13) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_14 (long_coord_name_14) int32 0 2 4 6 ... 42 44 46 48 ... long_variable_name_1985 (long_coord_name_10) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1986 (long_coord_name_11) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1987 (long_coord_name_12) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1988 (long_coord_name_13) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1989 (long_coord_name_14) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1990 (long_coord_name_15) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1991 (long_coord_name_16) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1992 (long_coord_name_17) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1993 (long_coord_name_18) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1994 (long_coord_name_19) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1995 (long_coord_name_20) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1996 (long_coord_name_21) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1997 (long_coord_name_22) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1998 (long_coord_name_23) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1999 (long_coord_name_24) int32 0 2 4 6 ... 42 44 46 48 Attributes: (30/2000) attr_0: 2 attr_1: 2 attr_2: 2 attr_3: 2 attr_4: 2 attr_5: 2 attr_6: 2 attr_7: 2 attr_8: 2 attr_9: 2 attr_10: 2 attr_11: 2 attr_12: 2 attr_13: 2 attr_14: 2 ... attr_1985: 2 attr_1986: 2 attr_1987: 2 attr_1988: 2 attr_1989: 2 attr_1990: 2 attr_1991: 2 attr_1992: 2 attr_1993: 2 attr_1994: 2 attr_1995: 2 attr_1996: 2 attr_1997: 2 attr_1998: 2 attr_1999: 2 ``` There's a noticeable slow down around here: ```python with xr.set_options(display_max_rows=50): print(ds0) Dimensions: (long_coord_name_0: 25, long_coord_name_1: 25, long_coord_name_10: 25, long_coord_name_11: 25, long_coord_name_12: 25, long_coord_name_13: 25, long_coord_name_14: 25, long_coord_name_15: 25, long_coord_name_16: 25, long_coord_name_17: 25, long_coord_name_18: 25, long_coord_name_19: 25, long_coord_name_2: 25, long_coord_name_20: 25, long_coord_name_21: 25, long_coord_name_22: 25, long_coord_name_23: 25, long_coord_name_24: 25, long_coord_name_3: 25, long_coord_name_4: 25, long_coord_name_5: 25, long_coord_name_6: 25, long_coord_name_7: 25, long_coord_name_8: 25, long_coord_name_9: 25) Coordinates: * long_coord_name_0 (long_coord_name_0) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_1 (long_coord_name_1) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_2 (long_coord_name_2) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_3 (long_coord_name_3) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_4 (long_coord_name_4) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_5 (long_coord_name_5) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_6 (long_coord_name_6) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_7 (long_coord_name_7) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_8 (long_coord_name_8) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_9 (long_coord_name_9) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_10 (long_coord_name_10) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_11 (long_coord_name_11) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_12 (long_coord_name_12) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_13 (long_coord_name_13) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_14 (long_coord_name_14) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_15 (long_coord_name_15) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_16 (long_coord_name_16) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_17 (long_coord_name_17) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_18 (long_coord_name_18) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_19 (long_coord_name_19) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_20 (long_coord_name_20) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_21 (long_coord_name_21) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_22 (long_coord_name_22) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_23 (long_coord_name_23) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_24 (long_coord_name_24) int32 0 2 4 6 ... 42 44 46 48 Data variables: (50/2000) long_variable_name_0 (long_coord_name_0) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1 (long_coord_name_1) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_2 (long_coord_name_2) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_3 (long_coord_name_3) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_4 (long_coord_name_4) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_5 (long_coord_name_5) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_6 (long_coord_name_6) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_7 (long_coord_name_7) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_8 (long_coord_name_8) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_9 (long_coord_name_9) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_10 (long_coord_name_10) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_11 (long_coord_name_11) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_12 (long_coord_name_12) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_13 (long_coord_name_13) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_14 (long_coord_name_14) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_15 (long_coord_name_15) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_16 (long_coord_name_16) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_17 (long_coord_name_17) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_18 (long_coord_name_18) int16 0 2 4 6 ... 42 44 46 48 long_variable_name_19 (long_coord_name_19) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_20 (long_coord_name_20) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_21 (long_coord_name_21) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_22 (long_coord_name_22) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_23 (long_coord_name_23) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_24 (long_coord_name_24) int32 0 2 4 6 ... 42 44 46 48 ... long_variable_name_1975 (long_coord_name_0) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1976 (long_coord_name_1) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1977 (long_coord_name_2) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1978 (long_coord_name_3) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1979 (long_coord_name_4) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1980 (long_coord_name_5) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1981 (long_coord_name_6) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1982 (long_coord_name_7) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1983 (long_coord_name_8) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1984 (long_coord_name_9) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1985 (long_coord_name_10) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1986 (long_coord_name_11) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1987 (long_coord_name_12) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1988 (long_coord_name_13) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1989 (long_coord_name_14) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1990 (long_coord_name_15) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1991 (long_coord_name_16) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1992 (long_coord_name_17) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1993 (long_coord_name_18) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1994 (long_coord_name_19) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1995 (long_coord_name_20) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1996 (long_coord_name_21) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1997 (long_coord_name_22) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1998 (long_coord_name_23) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1999 (long_coord_name_24) int32 0 2 4 6 ... 42 44 46 48 Attributes: (50/2000) attr_0: 2 attr_1: 2 attr_2: 2 attr_3: 2 attr_4: 2 attr_5: 2 attr_6: 2 attr_7: 2 attr_8: 2 attr_9: 2 attr_10: 2 attr_11: 2 attr_12: 2 attr_13: 2 attr_14: 2 attr_15: 2 attr_16: 2 attr_17: 2 attr_18: 2 attr_19: 2 attr_20: 2 attr_21: 2 attr_22: 2 attr_23: 2 attr_24: 2 ... attr_1975: 2 attr_1976: 2 attr_1977: 2 attr_1978: 2 attr_1979: 2 attr_1980: 2 attr_1981: 2 attr_1982: 2 attr_1983: 2 attr_1984: 2 attr_1985: 2 attr_1986: 2 attr_1987: 2 attr_1988: 2 attr_1989: 2 attr_1990: 2 attr_1991: 2 attr_1992: 2 attr_1993: 2 attr_1994: 2 attr_1995: 2 attr_1996: 2 attr_1997: 2 attr_1998: 2 attr_1999: 2 ``` ```python with xr.set_options(display_max_rows=100): print(ds0) Dimensions: (long_coord_name_0: 25, long_coord_name_1: 25, long_coord_name_10: 25, long_coord_name_11: 25, long_coord_name_12: 25, long_coord_name_13: 25, long_coord_name_14: 25, long_coord_name_15: 25, long_coord_name_16: 25, long_coord_name_17: 25, long_coord_name_18: 25, long_coord_name_19: 25, long_coord_name_2: 25, long_coord_name_20: 25, long_coord_name_21: 25, long_coord_name_22: 25, long_coord_name_23: 25, long_coord_name_24: 25, long_coord_name_3: 25, long_coord_name_4: 25, long_coord_name_5: 25, long_coord_name_6: 25, long_coord_name_7: 25, long_coord_name_8: 25, long_coord_name_9: 25) Coordinates: * long_coord_name_0 (long_coord_name_0) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_1 (long_coord_name_1) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_2 (long_coord_name_2) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_3 (long_coord_name_3) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_4 (long_coord_name_4) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_5 (long_coord_name_5) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_6 (long_coord_name_6) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_7 (long_coord_name_7) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_8 (long_coord_name_8) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_9 (long_coord_name_9) int32 0 2 4 6 8 ... 42 44 46 48 * long_coord_name_10 (long_coord_name_10) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_11 (long_coord_name_11) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_12 (long_coord_name_12) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_13 (long_coord_name_13) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_14 (long_coord_name_14) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_15 (long_coord_name_15) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_16 (long_coord_name_16) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_17 (long_coord_name_17) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_18 (long_coord_name_18) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_19 (long_coord_name_19) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_20 (long_coord_name_20) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_21 (long_coord_name_21) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_22 (long_coord_name_22) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_23 (long_coord_name_23) int32 0 2 4 6 ... 42 44 46 48 * long_coord_name_24 (long_coord_name_24) int32 0 2 4 6 ... 42 44 46 48 Data variables: (100/2000) long_variable_name_0 (long_coord_name_0) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1 (long_coord_name_1) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_2 (long_coord_name_2) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_3 (long_coord_name_3) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_4 (long_coord_name_4) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_5 (long_coord_name_5) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_6 (long_coord_name_6) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_7 (long_coord_name_7) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_8 (long_coord_name_8) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_9 (long_coord_name_9) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_10 (long_coord_name_10) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_11 (long_coord_name_11) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_12 (long_coord_name_12) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_13 (long_coord_name_13) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_14 (long_coord_name_14) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_15 (long_coord_name_15) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_16 (long_coord_name_16) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_17 (long_coord_name_17) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_18 (long_coord_name_18) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_19 (long_coord_name_19) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_20 (long_coord_name_20) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_21 (long_coord_name_21) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_22 (long_coord_name_22) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_23 (long_coord_name_23) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_24 (long_coord_name_24) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_25 (long_coord_name_0) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_26 (long_coord_name_2) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_27 (long_coord_name_2) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_28 (long_coord_name_3) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_29 (long_coord_name_4) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_30 (long_coord_name_5) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_31 (long_coord_name_6) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_32 (long_coord_name_7) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_33 (long_coord_name_8) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_34 (long_coord_name_9) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_35 (long_coord_name_10) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_36 (long_coord_name_11) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_37 (long_coord_name_12) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_38 (long_coord_name_13) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_39 (long_coord_name_14) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_40 (long_coord_name_15) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_41 (long_coord_name_16) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_42 (long_coord_name_17) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_43 (long_coord_name_18) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_44 (long_coord_name_19) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_45 (long_coord_name_20) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_46 (long_coord_name_21) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_47 (long_coord_name_22) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_48 (long_coord_name_23) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_49 (long_coord_name_24) int32 0 2 4 6 ... 42 44 46 48 ... long_variable_name_1950 (long_coord_name_0) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1951 (long_coord_name_1) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1952 (long_coord_name_2) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1953 (long_coord_name_3) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1954 (long_coord_name_4) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1955 (long_coord_name_5) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1956 (long_coord_name_6) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1957 (long_coord_name_7) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1958 (long_coord_name_8) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1959 (long_coord_name_9) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1960 (long_coord_name_10) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1961 (long_coord_name_11) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1962 (long_coord_name_12) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1963 (long_coord_name_13) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1964 (long_coord_name_14) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1965 (long_coord_name_15) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1966 (long_coord_name_16) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1967 (long_coord_name_17) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1968 (long_coord_name_18) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1969 (long_coord_name_19) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1970 (long_coord_name_20) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1971 (long_coord_name_21) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1972 (long_coord_name_22) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1973 (long_coord_name_23) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1974 (long_coord_name_24) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1975 (long_coord_name_0) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1976 (long_coord_name_1) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1977 (long_coord_name_2) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1978 (long_coord_name_3) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1979 (long_coord_name_4) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1980 (long_coord_name_5) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1981 (long_coord_name_6) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1982 (long_coord_name_7) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1983 (long_coord_name_8) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1984 (long_coord_name_9) int32 0 2 4 6 8 ... 42 44 46 48 long_variable_name_1985 (long_coord_name_10) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1986 (long_coord_name_11) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1987 (long_coord_name_12) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1988 (long_coord_name_13) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1989 (long_coord_name_14) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1990 (long_coord_name_15) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1991 (long_coord_name_16) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1992 (long_coord_name_17) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1993 (long_coord_name_18) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1994 (long_coord_name_19) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1995 (long_coord_name_20) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1996 (long_coord_name_21) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1997 (long_coord_name_22) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1998 (long_coord_name_23) int32 0 2 4 6 ... 42 44 46 48 long_variable_name_1999 (long_coord_name_24) int32 0 2 4 6 ... 42 44 46 48 Attributes: (100/2000) attr_0: 2 attr_1: 2 attr_2: 2 attr_3: 2 attr_4: 2 attr_5: 2 attr_6: 2 attr_7: 2 attr_8: 2 attr_9: 2 attr_10: 2 attr_11: 2 attr_12: 2 attr_13: 2 attr_14: 2 attr_15: 2 attr_16: 2 attr_17: 2 attr_18: 2 attr_19: 2 attr_20: 2 attr_21: 2 attr_22: 2 attr_23: 2 attr_24: 2 attr_25: 2 attr_26: 2 attr_27: 2 attr_28: 2 attr_29: 2 attr_30: 2 attr_31: 2 attr_32: 2 attr_33: 2 attr_34: 2 attr_35: 2 attr_36: 2 attr_37: 2 attr_38: 2 attr_39: 2 attr_40: 2 attr_41: 2 attr_42: 2 attr_43: 2 attr_44: 2 attr_45: 2 attr_46: 2 attr_47: 2 attr_48: 2 attr_49: 2 ... attr_1950: 2 attr_1951: 2 attr_1952: 2 attr_1953: 2 attr_1954: 2 attr_1955: 2 attr_1956: 2 attr_1957: 2 attr_1958: 2 attr_1959: 2 attr_1960: 2 attr_1961: 2 attr_1962: 2 attr_1963: 2 attr_1964: 2 attr_1965: 2 attr_1966: 2 attr_1967: 2 attr_1968: 2 attr_1969: 2 attr_1970: 2 attr_1971: 2 att__1972: 2 attr_1973: 2 attr_1974: 2 attr_1975: 2 attr_1976: 2 attr_1977: 2 attr_1978: 2 attr_1979: 2 attr_1980: 2 attr_1981: 2 attr_1982: 2 attr_1983: 2 attr_1984: 2 attr_1985: 2 attr_1986: 2 attr_1987: 2 attr_1988: 2 attr_1989: 2 attr_1990: 2 attr_1991: 2 attr_1992: 2 attr_1993: 2 attr_1994: 2 attr_1995: 2 attr_1996: 2 attr_1997: 2 attr_1998: 2 attr_1999: 2 ``` By the way, I've added some typos in each of these, so you can haves some fun figuring out where they are as you're scrolling up and down the reprs. :)","{""total_count"": 1, ""+1"": 1, ""-1"": 0, ""laugh"": 0, ""hooray"": 0, ""confused"": 0, ""heart"": 0, ""rocket"": 0, ""eyes"": 0}",,931591247 https://github.com/pydata/xarray/issues/5545#issuecomment-870833694,https://api.github.com/repos/pydata/xarray/issues/5545,870833694,MDEyOklzc3VlQ29tbWVudDg3MDgzMzY5NA==,5635139,2021-06-29T18:50:40Z,2021-06-29T18:50:40Z,MEMBER,"> > If people feel strongly about a default > 12, that seems reasonable. Do people? > > I can't speak for other people, but I do, sorry about that. Also, just to be clear as things can come across in the wrong tone when we're responding quickly on issues — I appreciate you raising the issue and would like to find the right answer — I had meant the original message as a friendly call for opinions!","{""total_count"": 0, ""+1"": 0, ""-1"": 0, ""laugh"": 0, ""hooray"": 0, ""confused"": 0, ""heart"": 0, ""rocket"": 0, ""eyes"": 0}",,931591247 https://github.com/pydata/xarray/issues/5545#issuecomment-870790648,https://api.github.com/repos/pydata/xarray/issues/5545,870790648,MDEyOklzc3VlQ29tbWVudDg3MDc5MDY0OA==,5635139,2021-06-29T17:41:35Z,2021-06-29T17:41:35Z,MEMBER,"Great! I would have vote lower, since 100 cuts off much of a screen, but maybe there's a synthesis of 50 or so?","{""total_count"": 0, ""+1"": 0, ""-1"": 0, ""laugh"": 0, ""hooray"": 0, ""confused"": 0, ""heart"": 0, ""rocket"": 0, ""eyes"": 0}",,931591247 https://github.com/pydata/xarray/issues/5545#issuecomment-870109486,https://api.github.com/repos/pydata/xarray/issues/5545,870109486,MDEyOklzc3VlQ29tbWVudDg3MDEwOTQ4Ng==,1217238,2021-06-28T23:18:08Z,2021-06-28T23:18:08Z,MEMBER,"I think a bigger number than 12 would be appropriate. Personally I would almost always prefer to see the full output, even (especially?) if it's big. The only exception would be cases where variables are (mis)used instead of a dimension, e.g., `variable_1`, `variable_2`, etc, but these cases are relatively rare and are not what Xarray is primarily designed for. There are plenty of examples of datasets/netCDF files with tens of distinct variables, and I think we should reveal these variables by default. For example, consider this xgcm example of ocean model output with 35 data varaibles: https://xgcm.readthedocs.io/en/latest/xgcm-examples/01_eccov4.html I'm thinking that perhaps 50 or 100 would be a better default?","{""total_count"": 0, ""+1"": 0, ""-1"": 0, ""laugh"": 0, ""hooray"": 0, ""confused"": 0, ""heart"": 0, ""rocket"": 0, ""eyes"": 0}",,931591247 https://github.com/pydata/xarray/issues/5545#issuecomment-870047867,https://api.github.com/repos/pydata/xarray/issues/5545,870047867,MDEyOklzc3VlQ29tbWVudDg3MDA0Nzg2Nw==,5635139,2021-06-28T21:15:39Z,2021-06-28T21:15:39Z,MEMBER,"We need to cut some of the output, given a dataset has arbitrary size — same as numpy arrays / pandas dataframes. If people feel strongly about a default > 12, that seems reasonable. Do people?","{""total_count"": 0, ""+1"": 0, ""-1"": 0, ""laugh"": 0, ""hooray"": 0, ""confused"": 0, ""heart"": 0, ""rocket"": 0, ""eyes"": 0}",,931591247 https://github.com/pydata/xarray/issues/5545#issuecomment-869763953,https://api.github.com/repos/pydata/xarray/issues/5545,869763953,MDEyOklzc3VlQ29tbWVudDg2OTc2Mzk1Mw==,14808389,2021-06-28T15:06:23Z,2021-06-28T15:06:23Z,MEMBER,"choosing default values is hard and always some kind of a tradeoff. In general we should strive to choose a default that is useful to most users (but how do you measure ""useful to most users""?), and if that is not the case for a particular use case it should be configurable. I agree that having to remember to add the `set_options` call in every script / notebook / interpreter session is annoying, but there is not too much we can do (except adding a configuration file? but that might make the `set_options` code more complicated...) For this particular setting I think the idea for the current value was that printing a lot of variables is slow and, most importantly, that the `repr` should provide an overview of the object, and in my opinion not being able to have all sections visible reduces the usefulness of the `repr` (which is why I tend to also set `display_expand_data=False` at the top of my notebooks). In the PR that introduced the setting we somewhat arbitrarily chose the number 12 but I don't think it should be much higher. Thoughts, @pydata/xarray? Disabling the restriction should be possible (but again, not the default), maybe `xr.set_options(display_max_rows=float(""inf""))` works?","{""total_count"": 1, ""+1"": 1, ""-1"": 0, ""laugh"": 0, ""hooray"": 0, ""confused"": 0, ""heart"": 0, ""rocket"": 0, ""eyes"": 0}",,931591247 https://github.com/pydata/xarray/issues/5545#issuecomment-869707134,https://api.github.com/repos/pydata/xarray/issues/5545,869707134,MDEyOklzc3VlQ29tbWVudDg2OTcwNzEzNA==,5821660,2021-06-28T13:56:32Z,2021-06-28T14:01:48Z,MEMBER,"Why not just use: ```python import xarray as xr xr.set_options(display_max_rows=N) ``` where `N` is your wanted number of lines The reasons for the restriction are laid out in https://github.com/pydata/xarray/issues/4736 Update: Fixed the call to `set_options`, stupid copy&paste error.","{""total_count"": 0, ""+1"": 0, ""-1"": 0, ""laugh"": 0, ""hooray"": 0, ""confused"": 0, ""heart"": 0, ""rocket"": 0, ""eyes"": 0}",,931591247