[Docs] Small docs update (#928)

* Small docs update

* Pin dask

Author: mpiannucci

docs/README.md

@@ -17,8 +17,8 @@ This repository uses [Poetry](https://python-poetry.org/) to manage dependencies
 
 Alternatively you can run `poetry run mkdocs serve`
 
-!!! tip
-    You can use the optional `--dirty` flag to only rebuild changed files, although you may need to restart if you make changes to `mkdocs.yaml`.
+> [!TIP]
+> You can use the optional `--dirty` flag to only rebuild changed files, although you may need to restart if you make changes to `mkdocs.yaml`.
 
 ### Building
 
@@ -38,13 +38,13 @@ You can manually deploy by running the command `mkdocs gh-deploy --force` from t
 #### Symlinked Files
 
 Several directories and files are symlinked into the MkDocs' `/docs`[^1] directory in order to be made available to MkDocs. Avoid modifying them directly:
-    * `/docs/icechunk-python/examples/`
-    * `/docs/icechunk-python/notebooks/`
-    * `/docs/spec.md`
+- `/docs/icechunk-python/examples/`
+- `/docs/icechunk-python/notebooks/`
+- `/docs/spec.md`
 
 These are also ignored in `.gitignore`
 
-!!! tip
-    See [icechunk-docs/macros.py](./macros.py) for more info.
+> [!TIP]
+> See [icechunk-docs/macros.py](./macros.py) for more info.
 
 [^1]: Disambiguation: `icechunk/docs/docs`

docs/docs/icechunk-python/virtual.md

@@ -87,7 +87,7 @@ We have a virtual dataset with 31 timestamps! One hint that this worked correctl
 ```python
 import icechunk
 
-storage = icechunk.local_filesystem(
+storage = icechunk.local_filesystem_storage(
     prefix='oisst',
 )
 

icechunk-python/pyproject.toml

@@ -32,8 +32,8 @@ test = [
   "pytest-asyncio",
   "pytest-xdist",
   "ruff",
-  "dask>=2024.11.0",
-  "distributed>=2024.11.0",
+  "dask>=2024.11.0,<2025.04.0",
+  "distributed>=2024.11.0,<2025.04.0",
   "xarray>=2025.01.2",
   "hypothesis",
   "pandas-stubs",