digitalearthafrica · vikineema · Oct 17, 2024 · Sep 30, 2024 · Sep 30, 2024 · Sep 30, 2024
diff --git a/Real_world_examples/Change_filmstrips.ipynb b/Real_world_examples/Change_filmstrips.ipynb
diff --git a/Real_world_examples/Intertidal_elevation.ipynb b/Real_world_examples/Intertidal_elevation.ipynb
diff --git a/Real_world_examples/Intertidal_elevation_S2.ipynb b/Real_world_examples/Intertidal_elevation_S2.ipynb
diff --git a/Real_world_examples/Radar_water_detection.ipynb b/Real_world_examples/Radar_water_detection.ipynb
diff --git a/Real_world_examples/Scalable_machine_learning/results/ml_model.joblib b/Real_world_examples/Scalable_machine_learning/results/ml_model.joblib
diff --git a/Tools/.pre-commit-config.yaml b/Tools/.pre-commit-config.yaml
@@ -1,7 +1,7 @@
 # See https://pre-commit.com for more information
 # See https://pre-commit.com/hooks.html for more hooks
 default_language_version:
-    python: python3.10.6
+    python: python3.10.12
 
 default_stages: [pre-commit, pre-push]
 

diff --git a/Tools/README.md b/Tools/README.md
@@ -11,19 +11,19 @@ This module is automatically installed on the Digital Earth Africa Sandbox. If f
 You can install the latest version of `deafrica-tools` from PyPI using:
 
 ```
-python -m pip install --extra-index-url="https://packages.dea.ga.gov.au" deafrica-tools 
+python -m pip install deafrica-tools 
 ```
 
 or install the package directly from the `Tools` directory to incorperate local changes:
 
 ```
-python -m pip install --extra-index-url="https://packages.dea.ga.gov.au" Tools/
+python -m pip install Tools/
 ```
 
 To install this module from the source on any other system with `pip`:
 
 ```
-python -m pip install --extra-index-url="https://packages.dea.ga.gov.au" git+https://github.com/digitalearthafrica/deafrica-sandbox-notebooks.git#subdirectory=Tools
+python -m pip install  git+https://github.com/digitalearthafrica/deafrica-sandbox-notebooks.git#subdirectory=Tools
 ```
 
 

diff --git a/Tools/deafrica_tools/__init__.py b/Tools/deafrica_tools/__init__.py
@@ -1,6 +1,6 @@
 __locales__ = __path__[0] + "/locales"
 
-__version__ = "2.5.2"
+__version__ = "2.5.3"
 
 
 def set_lang(lang=None):

diff --git a/Tools/deafrica_tools/app/animations.py b/Tools/deafrica_tools/app/animations.py
@@ -3,13 +3,6 @@
 Satellite imagery animation widget, which can be used to interactively
 produce animations for multiple DE Africa products.
 """
-
-# Force GeoPandas to use Shapely instead of PyGEOS
-# In a future release, GeoPandas will switch to using Shapely by default.
-import os
-
-os.environ["USE_PYGEOS"] = "0"
-
 import datetime
 import itertools
 import json

diff --git a/Tools/deafrica_tools/areaofinterest.py b/Tools/deafrica_tools/areaofinterest.py
@@ -2,12 +2,6 @@
 Function for defining an area of interest using either a point and buffer or a vector file.
 """
 
-# Force GeoPandas to use Shapely instead of PyGEOS
-# In a future release, GeoPandas will switch to using Shapely by default.
-import os
-
-os.environ["USE_PYGEOS"] = "0"
-
 import geopandas as gpd
 from geojson import Feature, FeatureCollection, Point
 from shapely.geometry import box

diff --git a/Tools/deafrica_tools/datahandling.py b/Tools/deafrica_tools/datahandling.py
@@ -1025,7 +1025,7 @@ def parallel_apply(ds, dim, func, *args):
     with ProcessPoolExecutor() as executor:
 
         # Apply func in parallel
-        groups = [group for (i, group) in ds.groupby(dim)]
+        groups = [group.squeeze(dim=dim) for (i, group) in ds.groupby(dim)]
         to_iterate = (groups, *(repeat(i, len(groups)) for i in args))
         out_list = list(tqdm(executor.map(func, *to_iterate), total=len(groups)))