add $azcopy stubs for radiantEarth repos

Author: Brian M Hamlin

torchgeo/datasets/benin_cashews.py

@@ -421,6 +421,9 @@ def _download(self, api_key: Optional[str] = None) -> None:
             print("Files already downloaded and verified")
             return
 
+        ##-- feb2024
+        ## azcopy sync https://radiantearth.blob.core.windows.net/mlhub/technoserve-cashew-benin . --recursive=true
+
         for collection_id in self.collection_ids:
             download_radiant_mlhub_collection(collection_id, self.root, api_key)
 

torchgeo/datasets/cv4a_kenya_crop_type.py

@@ -398,6 +398,9 @@ def _download(self, api_key: Optional[str] = None) -> None:
             print("Files already downloaded and verified")
             return
 
+        ##-- feb2024
+        ## azcopy sync https://radiantearth.blob.core.windows.net/mlhub/african-crops-01/kenya . --recursive=true
+
         for collection_id in self.collection_ids:
             download_radiant_mlhub_collection(collection_id, self.root, api_key)
 

torchgeo/datasets/cyclone.py

@@ -214,6 +214,9 @@ def _download(self, api_key: Optional[str] = None) -> None:
             print("Files already downloaded and verified")
             return
 
+        ##-- feb2024
+        ## azcopy sync https://radiantearth.blob.core.windows.net/mlhub/nasa-tropical-storm-challenge . --recursive=true
+
         for collection_id in self.collection_ids:
             download_radiant_mlhub_collection(collection_id, self.root, api_key)
 

torchgeo/datasets/nasa_marine_debris.py

@@ -63,6 +63,9 @@ class NASAMarineDebris(NonGeoDataset):
     md5s = ["fe8698d1e68b3f24f0b86b04419a797d", "d8084f5a72778349e07ac90ec1e1d990"]
     class_label = "marine_debris"
 
+    ##-- feb2024
+    ## azcopy sync https://radiantearth.blob.core.windows.net/mlhub/nasa-marine-debris . --recursive=true
+
     def __init__(
         self,
         root: str = "data",

torchgeo/datasets/rwanda_field_boundary.py

@@ -244,6 +244,10 @@ def _verify(self) -> None:
 
     def _download(self) -> None:
         """Download the dataset and extract it."""
+
+        ##-- feb2024
+        ## azcopy sync https://radiantearth.blob.core.windows.net/mlhub/nasa_rwanda_field_boundary_competition . --recursive=true
+
         for collection_id in self.collection_ids:
             download_radiant_mlhub_collection(collection_id, self.root, self.api_key)
 

torchgeo/datasets/spacenet.py

@@ -281,6 +281,10 @@ def _download(self, collections: list[str], api_key: Optional[str] = None) -> No
             collections: Collections to be downloaded
             api_key: a RadiantEarth MLHub API key to use for downloading the dataset
         """
+        ##-- feb2024
+        ##--- Spacenet6 data may have been retracted
+        ##--  ref https://github.com/orgs/SpaceNetChallenge/repositories
+
         for collection in collections:
             download_radiant_mlhub_collection(collection, self.root, api_key)
             archive_path = os.path.join(self.root, f"{collection}.tar.gz")

torchgeo/datasets/western_usa_live_fuel_moisture.py

@@ -335,6 +335,10 @@ def _download(self, api_key: Optional[str] = None) -> None:
         Args:
             api_key: a RadiantEarth MLHub API key to use for downloading the dataset
         """
+
+        ##-- feb2024
+        ## azcopy sync https://radiantearth.blob.core.windows.net/mlhub/su-sar-moisture-content . --recursive=true
+
         download_radiant_mlhub_collection(self.collection_id, self.root, api_key)
         filename = os.path.join(self.root, self.collection_id) + ".tar.gz"
         extract_archive(filename, self.root)