From bb81607bf3afd987b5d28ad716ff31f55f7c91cc Mon Sep 17 00:00:00 2001
From: Nils Lehmann <nils.lehmann24@gmail.com>
Date: Thu, 29 Jun 2023 13:55:01 +0200
Subject: [PATCH 1/2] update hf links

---
 torchgeo/datasets/usavars.py | 33 +++++++++++----------------------
 1 file changed, 11 insertions(+), 22 deletions(-)

diff --git a/torchgeo/datasets/usavars.py b/torchgeo/datasets/usavars.py
index 43369dfdcab..638e3cbb4ae 100644
--- a/torchgeo/datasets/usavars.py
+++ b/torchgeo/datasets/usavars.py
@@ -48,45 +48,34 @@ class USAVars(NonGeoDataset):
     .. versionadded:: 0.3
     """
 
-    url_prefix = (
-        "https://files.codeocean.com/files/verified/"
-        + "fa908bbc-11f9-4421-8bd3-72a4bf00427f_v2.0/data/int/applications"
-    )
-    pop_csv_suffix = "CONTUS_16_640_POP_100000_0.csv?download"
-    uar_csv_suffix = "CONTUS_16_640_UAR_100000_0.csv?download"
-
-    data_url = "https://mosaiks.blob.core.windows.net/datasets/uar.zip"
+    data_url = "https://huggingface.co/datasets/torchgeo/USAVars/resolve/main/{}"
     dirname = "uar"
 
     md5 = "677e89fd20e5dd0fe4d29b61827c2456"
 
     label_urls = {
-        "housing": f"{url_prefix}/housing/outcomes_sampled_housing_{pop_csv_suffix}",
-        "income": f"{url_prefix}/income/outcomes_sampled_income_{pop_csv_suffix}",
-        "roads": f"{url_prefix}/roads/outcomes_sampled_roads_{pop_csv_suffix}",
-        "nightlights": f"{url_prefix}/nightlights/"
-        + f"outcomes_sampled_nightlights_{pop_csv_suffix}",
-        "population": f"{url_prefix}/population/"
-        + f"outcomes_sampled_population_{uar_csv_suffix}",
-        "elevation": f"{url_prefix}/elevation/"
-        + f"outcomes_sampled_elevation_{uar_csv_suffix}",
-        "treecover": f"{url_prefix}/treecover/"
-        + f"outcomes_sampled_treecover_{uar_csv_suffix}",
+        "housing": data_url.format("housing.csv"),
+        "income": data_url.format("income.csv"),
+        "roads": data_url.format("roads.csv"),
+        "nightlights": data_url.format("nightlights.csv"),
+        "population": data_url.format("population.csv"),
+        "elevation": data_url.format("elevation.csv"),
+        "treecover": data_url.format("treecover.csv"),
     }
 
     split_metadata = {
         "train": {
-            "url": "https://mosaiks.blob.core.windows.net/datasets/train_split.txt",
+            "url": data_url.format("train_split.txt"),
             "filename": "train_split.txt",
             "md5": "3f58fffbf5fe177611112550297200e7",
         },
         "val": {
-            "url": "https://mosaiks.blob.core.windows.net/datasets/val_split.txt",
+            "url": data_url.format("val_split.txt"),
             "filename": "val_split.txt",
             "md5": "bca7183b132b919dec0fc24fb11662a0",
         },
         "test": {
-            "url": "https://mosaiks.blob.core.windows.net/datasets/test_split.txt",
+            "url": data_url.format("test_split.txt"),
             "filename": "test_split.txt",
             "md5": "97bb36bc003ae0bf556a8d6e8f77141a",
         },

From 40388b132d46d463216a394e772efdaf18c363b0 Mon Sep 17 00:00:00 2001
From: Nils Lehmann <nils.lehmann24@gmail.com>
Date: Tue, 11 Jul 2023 15:49:45 +0200
Subject: [PATCH 2/2] update hf link

---
 torchgeo/datasets/usavars.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/torchgeo/datasets/usavars.py b/torchgeo/datasets/usavars.py
index 638e3cbb4ae..0361fd85b36 100644
--- a/torchgeo/datasets/usavars.py
+++ b/torchgeo/datasets/usavars.py
@@ -48,7 +48,7 @@ class USAVars(NonGeoDataset):
     .. versionadded:: 0.3
     """
 
-    data_url = "https://huggingface.co/datasets/torchgeo/USAVars/resolve/main/{}"
+    data_url = "https://huggingface.co/datasets/torchgeo/usavars/resolve/main/{}"
     dirname = "uar"
 
     md5 = "677e89fd20e5dd0fe4d29b61827c2456"