From 2ad9803a65d3baea226ff6c9f15232cdb7899176 Mon Sep 17 00:00:00 2001
From: nilsleh <nils.lehmann24@gmail.com>
Date: Thu, 17 Feb 2022 16:39:33 +0100
Subject: [PATCH 01/11] add own plot method and data.py

---
 tests/data/cbf/Alberta.geojson                |   8 +--
 tests/data/cbf/Alberta.zip                    | Bin 350 -> 284 bytes
 tests/data/cbf/BritishColumbia.geojson        |   7 --
 tests/data/cbf/BritishColumbia.zip            | Bin 366 -> 0 bytes
 tests/data/cbf/Manitoba.geojson               |   7 --
 tests/data/cbf/Manitoba.zip                   | Bin 352 -> 0 bytes
 tests/data/cbf/NewBrunswick.geojson           |   7 --
 tests/data/cbf/NewBrunswick.zip               | Bin 360 -> 0 bytes
 .../data/cbf/NewfoundlandAndLabrador.geojson  |   7 --
 tests/data/cbf/NewfoundlandAndLabrador.zip    | Bin 382 -> 0 bytes
 tests/data/cbf/NorthwestTerritories.geojson   |   7 --
 tests/data/cbf/NorthwestTerritories.zip       | Bin 376 -> 0 bytes
 tests/data/cbf/NovaScotia.geojson             |   7 --
 tests/data/cbf/NovaScotia.zip                 | Bin 356 -> 0 bytes
 tests/data/cbf/Nunavut.geojson                |   7 --
 tests/data/cbf/Nunavut.zip                    | Bin 350 -> 0 bytes
 tests/data/cbf/Ontario.geojson                |   7 --
 tests/data/cbf/Ontario.zip                    | Bin 350 -> 0 bytes
 tests/data/cbf/PrinceEdwardIsland.geojson     |   7 --
 tests/data/cbf/PrinceEdwardIsland.zip         | Bin 372 -> 0 bytes
 tests/data/cbf/Quebec.geojson                 |   7 --
 tests/data/cbf/Quebec.zip                     | Bin 348 -> 0 bytes
 tests/data/cbf/Saskatchewan.geojson           |   7 --
 tests/data/cbf/Saskatchewan.zip               | Bin 360 -> 0 bytes
 tests/data/cbf/YukonTerritory.geojson         |   7 --
 tests/data/cbf/YukonTerritory.zip             | Bin 364 -> 0 bytes
 tests/data/cbf/data.py                        |  61 ++++++++++++++++++
 tests/datasets/test_cbf.py                    |   8 ++-
 torchgeo/datasets/cbf.py                      |  49 ++++++++++++++
 29 files changed, 118 insertions(+), 92 deletions(-)
 delete mode 100644 tests/data/cbf/BritishColumbia.geojson
 delete mode 100644 tests/data/cbf/BritishColumbia.zip
 delete mode 100644 tests/data/cbf/Manitoba.geojson
 delete mode 100644 tests/data/cbf/Manitoba.zip
 delete mode 100644 tests/data/cbf/NewBrunswick.geojson
 delete mode 100644 tests/data/cbf/NewBrunswick.zip
 delete mode 100644 tests/data/cbf/NewfoundlandAndLabrador.geojson
 delete mode 100644 tests/data/cbf/NewfoundlandAndLabrador.zip
 delete mode 100644 tests/data/cbf/NorthwestTerritories.geojson
 delete mode 100644 tests/data/cbf/NorthwestTerritories.zip
 delete mode 100644 tests/data/cbf/NovaScotia.geojson
 delete mode 100644 tests/data/cbf/NovaScotia.zip
 delete mode 100644 tests/data/cbf/Nunavut.geojson
 delete mode 100644 tests/data/cbf/Nunavut.zip
 delete mode 100644 tests/data/cbf/Ontario.geojson
 delete mode 100644 tests/data/cbf/Ontario.zip
 delete mode 100644 tests/data/cbf/PrinceEdwardIsland.geojson
 delete mode 100644 tests/data/cbf/PrinceEdwardIsland.zip
 delete mode 100644 tests/data/cbf/Quebec.geojson
 delete mode 100644 tests/data/cbf/Quebec.zip
 delete mode 100644 tests/data/cbf/Saskatchewan.geojson
 delete mode 100644 tests/data/cbf/Saskatchewan.zip
 delete mode 100644 tests/data/cbf/YukonTerritory.geojson
 delete mode 100644 tests/data/cbf/YukonTerritory.zip
 create mode 100644 tests/data/cbf/data.py

diff --git a/tests/data/cbf/Alberta.geojson b/tests/data/cbf/Alberta.geojson
index f2654944650..4b790f19c46 100644
--- a/tests/data/cbf/Alberta.geojson
+++ b/tests/data/cbf/Alberta.geojson
@@ -1,7 +1 @@
-{
-"type": "FeatureCollection",
-"crs": { "type": "name", "properties": { "name": "urn:ogc:def:crs:OGC:1.3:CRS84" } },
-"features": [
-{ "type": "Feature", "properties": { }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 0.0, 0.0 ], [ 0.0, 1.0 ], [ 1.0, 1.0 ], [ 1.0, 0.0 ], [ 0.0, 0.0 ] ] ] } }
-]
-}
+{"type": "FeatureCollection", "crs": {"type": "name", "properties": {"name": "urn:ogc:def:crs:OGC:1.3:CRS84"}}, "features": [{"type": "Feature", "properties": {}, "geometry": {"type": "Polygon", "coordinates": [[[0.0, 0.0], [0.0, 1.0], [1.0, 1.0], [1.0, 0.0], [0.0, 0.0]]]}}]}
\ No newline at end of file
diff --git a/tests/data/cbf/Alberta.zip b/tests/data/cbf/Alberta.zip
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diff --git a/tests/data/cbf/BritishColumbia.geojson b/tests/data/cbf/BritishColumbia.geojson
deleted file mode 100644
index f2654944650..00000000000
--- a/tests/data/cbf/BritishColumbia.geojson
+++ /dev/null
@@ -1,7 +0,0 @@
-{
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diff --git a/tests/data/cbf/Manitoba.geojson b/tests/data/cbf/Manitoba.geojson
deleted file mode 100644
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--- a/tests/data/cbf/Manitoba.geojson
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diff --git a/tests/data/cbf/NewBrunswick.geojson b/tests/data/cbf/NewBrunswick.geojson
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diff --git a/tests/data/cbf/NewfoundlandAndLabrador.geojson b/tests/data/cbf/NewfoundlandAndLabrador.geojson
deleted file mode 100644
index f2654944650..00000000000
--- a/tests/data/cbf/NewfoundlandAndLabrador.geojson
+++ /dev/null
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-{
-"type": "FeatureCollection",
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diff --git a/tests/data/cbf/NorthwestTerritories.geojson b/tests/data/cbf/NorthwestTerritories.geojson
deleted file mode 100644
index f2654944650..00000000000
--- a/tests/data/cbf/NorthwestTerritories.geojson
+++ /dev/null
@@ -1,7 +0,0 @@
-{
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diff --git a/tests/data/cbf/NovaScotia.geojson b/tests/data/cbf/NovaScotia.geojson
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index f2654944650..00000000000
--- a/tests/data/cbf/NovaScotia.geojson
+++ /dev/null
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-{
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index f2654944650..00000000000
--- a/tests/data/cbf/Nunavut.geojson
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diff --git a/tests/data/cbf/Ontario.geojson b/tests/data/cbf/Ontario.geojson
deleted file mode 100644
index f2654944650..00000000000
--- a/tests/data/cbf/Ontario.geojson
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-{
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diff --git a/tests/data/cbf/Ontario.zip b/tests/data/cbf/Ontario.zip
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diff --git a/tests/data/cbf/PrinceEdwardIsland.geojson b/tests/data/cbf/PrinceEdwardIsland.geojson
deleted file mode 100644
index f2654944650..00000000000
--- a/tests/data/cbf/PrinceEdwardIsland.geojson
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-{
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diff --git a/tests/data/cbf/PrinceEdwardIsland.zip b/tests/data/cbf/PrinceEdwardIsland.zip
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zy!5o3V}Zdmo~Y}OUb)-;Xudj0N>zJJs>QVH-g=v#D183?xP;~1PX3i&KV{j~Zd(6g
z>!JBI@=MrOx~CtnT_|0eY&`wxf{vW4uP*7H6wI8|Rr$dwN9T6Lx6|KdPjqd$w<clU
zUd8}#MkYCCT>h5;h6Dox&{qr#8bK_4p}`6X4YZI5@MdKL>0|`L1R(tn#9;scsPBRF

diff --git a/tests/data/cbf/Quebec.geojson b/tests/data/cbf/Quebec.geojson
deleted file mode 100644
index f2654944650..00000000000
--- a/tests/data/cbf/Quebec.geojson
+++ /dev/null
@@ -1,7 +0,0 @@
-{
-"type": "FeatureCollection",
-"crs": { "type": "name", "properties": { "name": "urn:ogc:def:crs:OGC:1.3:CRS84" } },
-"features": [
-{ "type": "Feature", "properties": { }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 0.0, 0.0 ], [ 0.0, 1.0 ], [ 1.0, 1.0 ], [ 1.0, 0.0 ], [ 0.0, 0.0 ] ] ] } }
-]
-}
diff --git a/tests/data/cbf/Quebec.zip b/tests/data/cbf/Quebec.zip
deleted file mode 100644
index fc6cfcdf1b40e3f68d403fdec2e0bb809b15a687..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 348
zcmWIWW@Zs#U|`^2SQRQC{Pl&1;wm7|fRTZLk3ohZurxI(HCZn`H9xC3KQA<dlYzP4
zPcL!iD$c~x3T_5QmajmCVEws%j$F+K0(+i|CZ2bk@-3i9^j5NWwT_(1I;9M=B_9<g
z?KgMRojR?tb>_{vb2}TQd7GXT9J|CTR{Y8;WSuH+Q{$%f4}AY@UV2*2vA|#&Pt^5C
zuiR~aG+&)0rK-Iq)neLpZ@tY=6h8lcT*C5hC;!T?pR(*~H?9A$_0aqp`6X;C-P4cP
zE|e}!HlF@;K}XKjSC@283T95~s{G)TqjNjr+v#t!C%U%WTaz$vFJpi=Ba<96E<Z~E
meb2xE^cBN`Mi2`<1Xv*<fad!EZ&o&tYDORo0n(p990mZ*O?XcL

diff --git a/tests/data/cbf/Saskatchewan.geojson b/tests/data/cbf/Saskatchewan.geojson
deleted file mode 100644
index f2654944650..00000000000
--- a/tests/data/cbf/Saskatchewan.geojson
+++ /dev/null
@@ -1,7 +0,0 @@
-{
-"type": "FeatureCollection",
-"crs": { "type": "name", "properties": { "name": "urn:ogc:def:crs:OGC:1.3:CRS84" } },
-"features": [
-{ "type": "Feature", "properties": { }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 0.0, 0.0 ], [ 0.0, 1.0 ], [ 1.0, 1.0 ], [ 1.0, 0.0 ], [ 0.0, 0.0 ] ] ] } }
-]
-}
diff --git a/tests/data/cbf/Saskatchewan.zip b/tests/data/cbf/Saskatchewan.zip
deleted file mode 100644
index 570c0d91ec510efb9f772aef6fc70b7129102c0d..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 360
zcmWIWW@Zs#U|`^2SQRQC{Pl&1;wm7|fRTYggh7TOII%c8u_QSowLCFTFFiFst2jR|
zG=!6Zx!+GOaltCi#L^0G21b^zK;>Xla{U~+nhgZ@JQqzo?>OaKK#}OJWbbMnIhA!v
z8D>j9DoomM?xs6+T4U?Xn{(%OHcIn0Jt;VLiC3)nl~u?(Ro<q?P3s@{{@J|rw47ss
z!8D$z>yKW!+x}?2I!Q`ZdrhjvwCmn_o1Z9r{{6Uw<=syHm0v$)+0|}Z|6%K)`8D!O
z*jBoyAFo{~U7Bn>{po^^oU5-c>7EqKoYYnM!6`@QcEq>S-)2vAZMnB5VcuTG0B=Sn
tIc8iwmjH$V0|U@k3=0}TEbQUH3JC|aFbMEwWdrG91i~mF{R6~d003vteSQD{

diff --git a/tests/data/cbf/YukonTerritory.geojson b/tests/data/cbf/YukonTerritory.geojson
deleted file mode 100644
index f2654944650..00000000000
--- a/tests/data/cbf/YukonTerritory.geojson
+++ /dev/null
@@ -1,7 +0,0 @@
-{
-"type": "FeatureCollection",
-"crs": { "type": "name", "properties": { "name": "urn:ogc:def:crs:OGC:1.3:CRS84" } },
-"features": [
-{ "type": "Feature", "properties": { }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 0.0, 0.0 ], [ 0.0, 1.0 ], [ 1.0, 1.0 ], [ 1.0, 0.0 ], [ 0.0, 0.0 ] ] ] } }
-]
-}
diff --git a/tests/data/cbf/YukonTerritory.zip b/tests/data/cbf/YukonTerritory.zip
deleted file mode 100644
index 0bffe5b35aca000850ecbf66ac8ecacced96583e..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 364
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zKQA<dlYzP4PcL!hD$c~x3T_5Qmajk!U~_W)9J!he1ok`^O+4>7<y%0J=&fY$Y8^S1
zbxIj#OFk-0+HdZrJ9S!P>&%;T=XN$q^EN#xIChCwtoW5x$U0Ttrp8U{ANc;+y!5o3
zV}Zdmo~Y}OUb)-;Xudj0N>zJJs>QVH-g=v#D183?xP;~1PX3i&KV{j~Zd(6g>!JBI
z@=MrOx~CtnT_|0eY&`wxf{vW4uP*7H6wI8|Rr$dwN9T6Lx6|KdPjqd$w<clUUd8}#
vMkYCCTz;1Th5`cv&{qr#8bK^vA;Ag>3A9iM@MdKL>0$)J7$E%%#9;sc0QY~X

diff --git a/tests/data/cbf/data.py b/tests/data/cbf/data.py
new file mode 100644
index 00000000000..efc57827e33
--- /dev/null
+++ b/tests/data/cbf/data.py
@@ -0,0 +1,61 @@
+#!/usr/bin/env python3
+
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License.
+
+import hashlib
+import json
+import os
+import random
+import shutil
+
+import numpy as np
+
+SIZE = 32
+
+np.random.seed(0)
+random.seed(0)
+
+
+def create_geojson():
+    geojson = {
+        "type": "FeatureCollection",
+        "crs": {
+            "type": "name",
+            "properties": {"name": "urn:ogc:def:crs:OGC:1.3:CRS84"},
+        },
+        "features": [
+            {
+                "type": "Feature",
+                "properties": {},
+                "geometry": {
+                    "type": "Polygon",
+                    "coordinates": [
+                        [[0.0, 0.0], [0.0, 1.0], [1.0, 1.0], [1.0, 0.0], [0.0, 0.0]]
+                    ],
+                },
+            }
+        ],
+    }
+    return geojson
+
+
+if __name__ == "__main__":
+    filename = "Alberta.zip"
+    geojson = create_geojson()
+
+    with open(filename.replace(".zip", ".geojson"), "w") as f:
+        json.dump(geojson, f)
+
+    # compress single file directly with no directory
+    shutil.make_archive(
+        filename.replace(".zip", ""),
+        "zip",
+        os.getcwd(),
+        filename.replace(".zip", ".geojson"),
+    )
+
+    # Compute checksums
+    with open(filename, "rb") as f:
+        md5 = hashlib.md5(f.read()).hexdigest()
+        print(f"{filename}: {md5}")
diff --git a/tests/datasets/test_cbf.py b/tests/datasets/test_cbf.py
index 3189270b2c3..c5434813fd4 100644
--- a/tests/datasets/test_cbf.py
+++ b/tests/datasets/test_cbf.py
@@ -76,7 +76,13 @@ def test_already_downloaded(self, dataset: CanadianBuildingFootprints) -> None:
     def test_plot(self, dataset: CanadianBuildingFootprints) -> None:
         query = dataset.bounds
         x = dataset[query]
-        dataset.plot(x["mask"])
+        dataset.plot(x, suptitle="Test")
+
+    def test_plot_prediction(self, dataset: CanadianBuildingFootprints) -> None:
+        query = dataset.bounds
+        x = dataset[query]
+        x["prediction"] = x["mask"].clone()
+        dataset.plot(x, suptitle="Prediction")
 
     def test_not_downloaded(self, tmp_path: Path) -> None:
         with pytest.raises(RuntimeError, match="Dataset not found or corrupted."):
diff --git a/torchgeo/datasets/cbf.py b/torchgeo/datasets/cbf.py
index cfabfee60e7..533228ac455 100644
--- a/torchgeo/datasets/cbf.py
+++ b/torchgeo/datasets/cbf.py
@@ -6,7 +6,9 @@
 import os
 from typing import Any, Callable, Dict, Optional
 
+import matplotlib.pyplot as plt
 from rasterio.crs import CRS
+from torch import Tensor
 
 from .geo import VectorDataset
 from .utils import check_integrity, download_and_extract_archive
@@ -120,3 +122,50 @@ def _download(self) -> None:
                 self.root,
                 md5=md5 if self.checksum else None,
             )
+
+    def plot(  # type: ignore[override]
+        self,
+        sample: Dict[str, Tensor],
+        show_titles: bool = True,
+        suptitle: Optional[str] = None,
+    ) -> plt.Figure:
+        """Plot a sample from the dataset.
+
+        Args:
+            sample: a sample returned by :meth:`VectorDataset.__getitem__`
+            show_titles: flag indicating whether to show titles above each panel
+            suptitle: optional string to use as a suptitle
+
+        Returns:
+            a matplotlib Figure with the rendered sample
+
+        .. versionadded:: 0.3
+        """
+        image = sample["mask"].squeeze(0)
+        ncols = 1
+
+        showing_prediction = "prediction" in sample
+        if showing_prediction:
+            pred = sample["prediction"].squeeze(0)
+            ncols = 2
+
+        fig, axs = plt.subplots(nrows=1, ncols=ncols, figsize=(4, 4))
+
+        if showing_prediction:
+            axs[0].imshow(image)
+            axs[0].axis("off")
+            axs[1].imshow(pred)
+            axs[1].axis("off")
+            if show_titles:
+                axs[0].set_title("Mask")
+                axs[1].set_title("Prediction")
+        else:
+            axs.imshow(image)
+            axs.axis("off")
+            if show_titles:
+                axs.set_title("Mask")
+
+        if suptitle is not None:
+            plt.suptitle(suptitle)
+
+        return fig

From a2923c8679b369854ad0f7ce9197b6f59f680234 Mon Sep 17 00:00:00 2001
From: nilsleh <nils.lehmann24@gmail.com>
Date: Thu, 17 Feb 2022 16:56:24 +0100
Subject: [PATCH 02/11] clean up data.py

---
 tests/data/cbf/data.py | 8 --------
 1 file changed, 8 deletions(-)

diff --git a/tests/data/cbf/data.py b/tests/data/cbf/data.py
index efc57827e33..28563ce3968 100644
--- a/tests/data/cbf/data.py
+++ b/tests/data/cbf/data.py
@@ -6,16 +6,8 @@
 import hashlib
 import json
 import os
-import random
 import shutil
 
-import numpy as np
-
-SIZE = 32
-
-np.random.seed(0)
-random.seed(0)
-
 
 def create_geojson():
     geojson = {

From 022db94bb87eae22409eca3b973e0e54f62cffd3 Mon Sep 17 00:00:00 2001
From: nilsleh <nils.lehmann24@gmail.com>
Date: Tue, 22 Feb 2022 16:20:39 +0100
Subject: [PATCH 03/11] version changed instead of added

---
 torchgeo/datasets/cbf.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/torchgeo/datasets/cbf.py b/torchgeo/datasets/cbf.py
index 533228ac455..a52673fa175 100644
--- a/torchgeo/datasets/cbf.py
+++ b/torchgeo/datasets/cbf.py
@@ -139,7 +139,9 @@ def plot(  # type: ignore[override]
         Returns:
             a matplotlib Figure with the rendered sample
 
-        .. versionadded:: 0.3
+        .. versionchanged:: 0.3
+            Method now takes a sample dict, not a Tensor. Additionally, possible to
+            show subplot titles and/or use a custom suptitle.
         """
         image = sample["mask"].squeeze(0)
         ncols = 1

From f85f60f94a3279454e023da3959a5b4b7cca1aa8 Mon Sep 17 00:00:00 2001
From: Caleb Robinson <calebrob6@gmail.com>
Date: Wed, 23 Feb 2022 09:34:23 -0800
Subject: [PATCH 04/11] Update cbf.py

---
 torchgeo/datasets/cbf.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/torchgeo/datasets/cbf.py b/torchgeo/datasets/cbf.py
index a52673fa175..ee805a8eb42 100644
--- a/torchgeo/datasets/cbf.py
+++ b/torchgeo/datasets/cbf.py
@@ -140,8 +140,8 @@ def plot(  # type: ignore[override]
             a matplotlib Figure with the rendered sample
 
         .. versionchanged:: 0.3
-            Method now takes a sample dict, not a Tensor. Additionally, possible to
-            show subplot titles and/or use a custom suptitle.
+            Method now takes a sample dict, not a Tensor. Additionally, it is possible
+            to show subplot titles and/or use a custom suptitle.
         """
         image = sample["mask"].squeeze(0)
         ncols = 1

From 531b2fbdbf15c547e777bc78f92ad36dcd4b8cfe Mon Sep 17 00:00:00 2001
From: nilsleh <nils.lehmann24@gmail.com>
Date: Fri, 25 Feb 2022 17:21:28 +0100
Subject: [PATCH 05/11] Any instead of Tensor

---
 torchgeo/datasets/cbf.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/torchgeo/datasets/cbf.py b/torchgeo/datasets/cbf.py
index ee805a8eb42..cbae4ca3a3f 100644
--- a/torchgeo/datasets/cbf.py
+++ b/torchgeo/datasets/cbf.py
@@ -8,7 +8,6 @@
 
 import matplotlib.pyplot as plt
 from rasterio.crs import CRS
-from torch import Tensor
 
 from .geo import VectorDataset
 from .utils import check_integrity, download_and_extract_archive
@@ -125,7 +124,7 @@ def _download(self) -> None:
 
     def plot(  # type: ignore[override]
         self,
-        sample: Dict[str, Tensor],
+        sample: Dict[str, Any],
         show_titles: bool = True,
         suptitle: Optional[str] = None,
     ) -> plt.Figure:

From b7915f115412d374872177f0470aaf16efe9e27e Mon Sep 17 00:00:00 2001
From: "Adam J. Stewart" <ajstewart426@gmail.com>
Date: Sat, 26 Feb 2022 13:04:53 -0600
Subject: [PATCH 06/11] Fix VectorDataset tests

---
 tests/datasets/test_geo.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/tests/datasets/test_geo.py b/tests/datasets/test_geo.py
index 4d790de9c3a..3c8c65d2015 100644
--- a/tests/datasets/test_geo.py
+++ b/tests/datasets/test_geo.py
@@ -4,12 +4,13 @@
 import os
 import pickle
 from pathlib import Path
-from typing import Dict
+from typing import Dict, Generator
 
 import pytest
 import torch
 import torch.nn as nn
 from _pytest.fixtures import SubRequest
+from _pytest.monkeypatch import MonkeyPatch
 from rasterio.crs import CRS
 from torch.utils.data import ConcatDataset
 

From 60bab6bd7adc7fb651f99be943485ead26cd363f Mon Sep 17 00:00:00 2001
From: "Adam J. Stewart" <ajstewart426@gmail.com>
Date: Sat, 26 Feb 2022 13:13:35 -0600
Subject: [PATCH 07/11] Plot method in base class no longer needed/tested

---
 torchgeo/datasets/cbf.py |  2 +-
 torchgeo/datasets/geo.py | 15 ---------------
 2 files changed, 1 insertion(+), 16 deletions(-)

diff --git a/torchgeo/datasets/cbf.py b/torchgeo/datasets/cbf.py
index cbae4ca3a3f..9781d90ee20 100644
--- a/torchgeo/datasets/cbf.py
+++ b/torchgeo/datasets/cbf.py
@@ -122,7 +122,7 @@ def _download(self) -> None:
                 md5=md5 if self.checksum else None,
             )
 
-    def plot(  # type: ignore[override]
+    def plot(
         self,
         sample: Dict[str, Any],
         show_titles: bool = True,
diff --git a/torchgeo/datasets/geo.py b/torchgeo/datasets/geo.py
index 55a76c4f1b7..88ec2447bbc 100644
--- a/torchgeo/datasets/geo.py
+++ b/torchgeo/datasets/geo.py
@@ -677,21 +677,6 @@ def __getitem__(self, query: BoundingBox) -> Dict[str, Any]:
 
         return sample
 
-    def plot(self, data: Tensor) -> None:
-        """Plot a data sample.
-
-        Args:
-            data: the data to plot
-        """
-        array = data.squeeze().numpy()
-
-        # Plot the image
-        ax = plt.axes()
-        ax.imshow(array)
-        ax.axis("off")
-        plt.show()
-        plt.close()
-
 
 class VisionDataset(Dataset[Dict[str, Any]], abc.ABC):
     """Abstract base class for datasets lacking geospatial information.

From 46dc0a8684514b8b720f8a382ec00934b27467d5 Mon Sep 17 00:00:00 2001
From: Caleb Robinson <calebrob6@gmail.com>
Date: Sun, 20 Mar 2022 17:22:39 +0000
Subject: [PATCH 08/11] Removing unused imports

---
 tests/datasets/test_geo.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/tests/datasets/test_geo.py b/tests/datasets/test_geo.py
index 3c8c65d2015..4d790de9c3a 100644
--- a/tests/datasets/test_geo.py
+++ b/tests/datasets/test_geo.py
@@ -4,13 +4,12 @@
 import os
 import pickle
 from pathlib import Path
-from typing import Dict, Generator
+from typing import Dict
 
 import pytest
 import torch
 import torch.nn as nn
 from _pytest.fixtures import SubRequest
-from _pytest.monkeypatch import MonkeyPatch
 from rasterio.crs import CRS
 from torch.utils.data import ConcatDataset
 

From c35e748db4af0c21ecd64225955b655238057e76 Mon Sep 17 00:00:00 2001
From: Caleb Robinson <calebrob6@gmail.com>
Date: Sun, 20 Mar 2022 17:53:41 +0000
Subject: [PATCH 09/11] Remove type ignore from openbuildings

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

diff --git a/torchgeo/datasets/openbuildings.py b/torchgeo/datasets/openbuildings.py
index 2b630f9f8df..18690617cea 100644
--- a/torchgeo/datasets/openbuildings.py
+++ b/torchgeo/datasets/openbuildings.py
@@ -421,7 +421,7 @@ def _verify(self) -> None:
             "have manually downloaded the dataset as suggested in the documentation."
         )
 
-    def plot(  # type: ignore[override]
+    def plot(
         self,
         sample: Dict[str, Any],
         show_titles: bool = True,

From f46b77b3754ce49599f415e3e7939b5af507129a Mon Sep 17 00:00:00 2001
From: Caleb Robinson <calebrob6@gmail.com>
Date: Sun, 20 Mar 2022 17:58:06 +0000
Subject: [PATCH 10/11] Fix tests

---
 tests/datasets/test_cbf.py | 22 ++++++----------------
 1 file changed, 6 insertions(+), 16 deletions(-)

diff --git a/tests/datasets/test_cbf.py b/tests/datasets/test_cbf.py
index c5434813fd4..e214126e716 100644
--- a/tests/datasets/test_cbf.py
+++ b/tests/datasets/test_cbf.py
@@ -31,22 +31,12 @@ def dataset(
         self, monkeypatch: MonkeyPatch, tmp_path: Path
     ) -> CanadianBuildingFootprints:
         monkeypatch.setattr(torchgeo.datasets.utils, "download_url", download_url)
-        md5s = [
-            "8a4a0a57367f67c69608d1452e30df13",
-            "1829f4054a9a81bb23871ca797a3895c",
-            "4358a0076fd43e9a2f436e74348813b0",
-            "ae3726b1263727d72565ecacfed56fb8",
-            "6861876d3a3ca7e79b28c61ab5906de4",
-            "d289c9ea49801bb287ddbde1ea5f31ef",
-            "3a940288297631b4e6a365266bfb949a",
-            "6b43b3632b165ff79c1ca0c693a61398",
-            "36283e0b29088ec281e77c989cbee100",
-            "773da9d33e3766b7237a1d7db0811832",
-            "cc833a65137c8a046c8f45bb695092b1",
-            "067664d066c4152fb96a5c129cbabadf",
-            "474bc084bc41b124aa4919e7a37a9648",
-        ]
-        monkeypatch.setattr(CanadianBuildingFootprints, "md5s", md5s)
+        monkeypatch.setattr(CanadianBuildingFootprints, "provinces_territories", [
+            "Alberta"
+        ])
+        monkeypatch.setattr(CanadianBuildingFootprints, "md5s", [
+            "25091d1f051baa30d8f2026545cfb696"
+        ])
         url = os.path.join("tests", "data", "cbf") + os.sep
         monkeypatch.setattr(CanadianBuildingFootprints, "url", url)
         monkeypatch.setattr(plt, "show", lambda *args: None)

From 70ea7ef9fba7e5ab0a66300f8327fd57c9df4e00 Mon Sep 17 00:00:00 2001
From: Caleb Robinson <calebrob6@gmail.com>
Date: Sun, 20 Mar 2022 18:49:29 +0000
Subject: [PATCH 11/11] Black formatting

---
 tests/datasets/test_cbf.py | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/tests/datasets/test_cbf.py b/tests/datasets/test_cbf.py
index e214126e716..d664d117439 100644
--- a/tests/datasets/test_cbf.py
+++ b/tests/datasets/test_cbf.py
@@ -31,12 +31,12 @@ def dataset(
         self, monkeypatch: MonkeyPatch, tmp_path: Path
     ) -> CanadianBuildingFootprints:
         monkeypatch.setattr(torchgeo.datasets.utils, "download_url", download_url)
-        monkeypatch.setattr(CanadianBuildingFootprints, "provinces_territories", [
-            "Alberta"
-        ])
-        monkeypatch.setattr(CanadianBuildingFootprints, "md5s", [
-            "25091d1f051baa30d8f2026545cfb696"
-        ])
+        monkeypatch.setattr(
+            CanadianBuildingFootprints, "provinces_territories", ["Alberta"]
+        )
+        monkeypatch.setattr(
+            CanadianBuildingFootprints, "md5s", ["25091d1f051baa30d8f2026545cfb696"]
+        )
         url = os.path.join("tests", "data", "cbf") + os.sep
         monkeypatch.setattr(CanadianBuildingFootprints, "url", url)
         monkeypatch.setattr(plt, "show", lambda *args: None)