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-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