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SciTools / cartopy

Cartopy - a cartographic python library with matplotlib support
https://scitools.org.uk/cartopy/docs/latest
BSD 3-Clause "New" or "Revised" License
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Why the extent changes after plotting things? #2341

Closed iuryt closed 7 months ago

iuryt commented 7 months ago

Description

The idea is to make a plot on Orthographic projection.

image

But after I make a plot, it changes the extent of the map

image

Code to reproduce

import xarray as xr
from matplotlib import pyplot as plt
import cartopy.crs as ccrs

proj = ccrs.Orthographic(central_latitude = -52, central_longitude = 318)

fig = plt.figure(figsize = (3, 3))
ax = plt.subplot(111, projection = proj)
ax.add_feature(cartopy.feature.OCEAN)
ax.add_feature(cartopy.feature.LAND, zorder = 2)
ax.coastlines("50m", color = "0.2", zorder = 11)

ax.plot([-20, -60], [-60, -50], c = "r", transform = ccrs.PlateCarree())

Traceback

No error or warning.

Full environment definition ### Operating system Ubuntu 22.04.4 LTS ### Cartopy version 0.21.1 ### conda list ``` # packages in environment at /home/iury/miniforge3/envs/coringa: # # Name Version Build Channel _ipython_minor_entry_point 8.7.0 h8cf3c4a_0 conda-forge _libgcc_mutex 0.1 conda_forge conda-forge _openmp_mutex 4.5 2_kmp_llvm conda-forge adal 1.2.7 pyhd8ed1ab_0 conda-forge adlfs 2023.1.0 pyhd8ed1ab_0 conda-forge affine 2.4.0 pyhd8ed1ab_0 conda-forge aiobotocore 2.4.2 pyhd8ed1ab_0 conda-forge aiofiles 23.1.0 pyhd8ed1ab_1 conda-forge aiohttp 3.8.3 py39hb9d737c_1 conda-forge aioitertools 0.11.0 pyhd8ed1ab_0 conda-forge aiosignal 1.3.1 pyhd8ed1ab_0 conda-forge alsa-lib 1.2.8 h166bdaf_0 conda-forge aom 3.5.0 h27087fc_0 conda-forge appdirs 1.4.4 pyh9f0ad1d_0 conda-forge argopy 0.1.12 pyhd8ed1ab_0 conda-forge arrow-cpp 11.0.0 ha770c72_3_cpu conda-forge asciitree 0.3.3 py_2 conda-forge asttokens 2.2.1 pyhd8ed1ab_0 conda-forge async-timeout 4.0.2 pyhd8ed1ab_0 conda-forge atk-1.0 2.38.0 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7.3.0 h0b41bf4_1003 conda-forge xorg-xproto 7.0.31 h7f98852_1007 conda-forge xrft 1.0.1 pyhd8ed1ab_0 conda-forge xyzservices 2023.2.0 pyhd8ed1ab_0 conda-forge xz 5.2.6 h166bdaf_0 conda-forge yaml 0.2.5 h7f98852_2 conda-forge yarl 1.8.2 py39hb9d737c_0 conda-forge zarr 2.14.2 pyhd8ed1ab_0 conda-forge zeromq 4.3.4 h9c3ff4c_1 conda-forge zict 3.0.0 pyhd8ed1ab_0 conda-forge zipp 3.15.0 pyhd8ed1ab_0 conda-forge zlib 1.2.13 h166bdaf_4 conda-forge zstd 1.5.2 h6239696_4 conda-forge ``` ### pip list ``` Package Version ----------------------------- ----------- adal 1.2.7 adlfs 2023.1.0 affine 2.4.0 aiobotocore 2.4.2 aiofiles 23.1.0 aiohttp 3.8.3 aioitertools 0.11.0 aiosignal 1.3.1 appdirs 1.4.4 argopy 0.1.12 asciitree 0.3.3 asttokens 2.2.1 async-timeout 4.0.2 attrs 22.2.0 azure-core 1.26.3 azure-datalake-store 0.0.51 azure-identity 1.12.0 azure-storage-blob 12.15.0 backcall 0.2.0 backports.functools-lru-cache 1.6.4 beautifulsoup4 4.11.2 bleach 6.0.0 blinker 1.5 bokeh 3.2.2 botocore 1.27.59 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greglucas commented 7 months ago

This is autoscaling to your data, the same as with normal matplotlib. You can set the extents manually, or call ax.set_global() if you want the full extent.

Closing as expected behavior.

iuryt commented 7 months ago

It would be nice to have an example like this on the docs. It could be as simple as this one, just to bring the idea that it needs to run ax.set_global() after plotting.

greglucas commented 7 months ago

We encourage documentation additions/help, so PRs are more than welcome. Maybe somehow add an extra subplot to a current example like: https://scitools.org.uk/cartopy/docs/latest/gallery/lines_and_polygons/global_map.html#sphx-glr-gallery-lines-and-polygons-global-map-py which does have a comment indicating that we are making it global for a reason.

But in general, we do have examples that zoom into the data and examples that are global in nature, so I'm not sure a standalone example explaining autoscaling makes a ton of sense. But that is just my opinion too.