add remote support

[melonora]

[codecov[bot]]

Codecov Report

:x: Patch coverage is 95.97990% with 8 lines in your changes missing coverage. Please review. :white_check_mark: Project coverage is 92.39%. Comparing base (4021946) to head (a0ec5be). :warning: Report is 14 commits behind head on main.

Files with missing lines	Patch %	Lines
src/spatialdata/_io/_utils.py	88.23%	4 Missing :warning:
src/spatialdata/_core/operations/vectorize.py	88.88%	1 Missing :warning:
src/spatialdata/_core/query/_utils.py	66.66%	1 Missing :warning:
src/spatialdata/_io/io_raster.py	90.00%	1 Missing :warning:
src/spatialdata/_io/io_zarr.py	97.05%	1 Missing :warning:

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #971      +/-   ##
==========================================
+ Coverage   92.11%   92.39%   +0.28%     
==========================================
  Files          48       48              
  Lines        7429     7453      +24     
==========================================
+ Hits         6843     6886      +43     
+ Misses        586      567      -19     

Files with missing lines	Coverage Δ
src/spatialdata/__init__.py	96.42% <100.00%> (ø)
src/spatialdata/_core/_deepcopy.py	98.36% <ø> (-0.03%)	:arrow_down:
src/spatialdata/_core/_elements.py	92.30% <100.00%> (+0.08%)	:arrow_up:
src/spatialdata/_core/_utils.py	100.00% <100.00%> (ø)
src/spatialdata/_core/centroids.py	100.00% <ø> (ø)
src/spatialdata/_core/concatenate.py	92.00% <ø> (-0.07%)	:arrow_down:
src/spatialdata/_core/data_extent.py	97.88% <ø> (-0.03%)	:arrow_down:
src/spatialdata/_core/operations/aggregate.py	94.31% <100.00%> (-0.04%)	:arrow_down:
src/spatialdata/_core/operations/map.py	98.79% <ø> (+1.12%)	:arrow_up:
src/spatialdata/_core/operations/rasterize.py	90.03% <ø> (-0.04%)	:arrow_down:
... and 24 more

... and 3 files with indirect coverage changes

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[melonora]

@ap-- @berombau been a long time coming but almost ready to get all the work in regarding remote read and write support. Will add some tests for azure still as well.

One blocker currently is that we require the newest version of ome-zarr which includes a fix that I implemented for writing images and labels on remote. The problem is that this version is only available with zarr>3. We are currently working on getting this zarr v3 support.

[ap--]

Awesome! And thanks for all the work 🙏 Great to see that this will be included.