Intermediate storage tracking issue

[tomwhite]

There are a few issues to improve intermediate storage:

• Use obstore for intermediate storage #715
• Allow arbitrary Zarr store as intermediate store #784
• Use zarrs-python for intermediate storage #731
• Write to Icechunk as intermediate store? #601
• Use general blob stores for the intermediate store #727
• Store intermediate data in a directory named after the compute ID #413