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None: def test_plot(self, dataset: NAIP) -> None: query = dataset.bounds x = dataset[query] - dataset.plot(x["image"]) + dataset.plot(x, suptitle="Test") def test_no_data(self, tmp_path: Path) -> None: with pytest.raises(FileNotFoundError, match="No NAIP data was found in "): diff --git a/torchgeo/datasets/naip.py b/torchgeo/datasets/naip.py index b6b4bceceb3..83650e06c5f 100644 --- a/torchgeo/datasets/naip.py +++ b/torchgeo/datasets/naip.py @@ -3,6 +3,11 @@ """National Agriculture Imagery Program (NAIP) dataset.""" +from typing import Dict, Optional + +import matplotlib.pyplot as plt +from torch import Tensor + from .geo import RasterDataset @@ -10,7 +15,7 @@ class NAIP(RasterDataset): """National Agriculture Imagery Program (NAIP) dataset. The `National Agriculture Imagery Program (NAIP) - `_ + `_ acquires aerial imagery during the agricultural growing seasons in the continental U.S. A primary goal of the NAIP program is to make digital ortho photography available to governmental agencies and the public within a year of acquisition. @@ -42,3 +47,33 @@ class NAIP(RasterDataset): # Plotting all_bands = ["R", "G", "B", "NIR"] rgb_bands = ["R", "G", "B"] + + 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:`RasterDataset.__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 + """ + image = sample["image"][0:3, :, :].permute(1, 2, 0) + + fig, ax = plt.subplots(nrows=1, ncols=1, figsize=(4, 4)) + + ax.imshow(image) + ax.axis("off") + if show_titles: + ax.set_title("Image") + + if suptitle is not None: + plt.suptitle(suptitle) + + return fig From ce8450dcf337bb9825a072cf375fcb40830430f8 Mon Sep 17 00:00:00 2001 From: nilsleh Date: Wed, 16 Feb 2022 16:40:06 +0100 Subject: [PATCH 02/10] add version --- torchgeo/datasets/naip.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/torchgeo/datasets/naip.py b/torchgeo/datasets/naip.py index 83650e06c5f..699fe1707fc 100644 --- a/torchgeo/datasets/naip.py +++ b/torchgeo/datasets/naip.py @@ -63,6 +63,8 @@ def plot( # type: ignore[override] Returns: a matplotlib Figure with the rendered sample + + .. versionadded:: 0.3 """ image = sample["image"][0:3, :, :].permute(1, 2, 0) From b2b6489dd81e375cf03d2eed42a6276b9d100893 Mon Sep 17 00:00:00 2001 From: nilsleh Date: Wed, 16 Feb 2022 17:35:49 +0100 Subject: [PATCH 03/10] file typo --- torchgeo/datasets/naip.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/torchgeo/datasets/naip.py b/torchgeo/datasets/naip.py index 699fe1707fc..60c24dccfef 100644 --- a/torchgeo/datasets/naip.py +++ b/torchgeo/datasets/naip.py @@ -15,7 +15,7 @@ class NAIP(RasterDataset): """National Agriculture Imagery Program (NAIP) dataset. The `National Agriculture Imagery Program (NAIP) - `_ + `_ acquires aerial imagery during the agricultural growing seasons in the continental U.S. A primary goal of the NAIP program is to make digital ortho photography available to governmental agencies and the public within a year of acquisition. From 1d2535698ce8dac6303d95fcd5d5102af9f94882 Mon Sep 17 00:00:00 2001 From: nilsleh Date: Mon, 21 Feb 2022 16:34:37 +0100 Subject: [PATCH 04/10] forgot data.py --- tests/data/naip/data.py | 46 +++++++++++++++++++++++++++++++++++++++++ 1 file changed, 46 insertions(+) create mode 100644 tests/data/naip/data.py diff --git a/tests/data/naip/data.py b/tests/data/naip/data.py new file mode 100644 index 00000000000..74e5dd8f9f6 --- /dev/null +++ b/tests/data/naip/data.py @@ -0,0 +1,46 @@ +#!/usr/bin/env python3 + +# Copyright (c) Microsoft Corporation. All rights reserved. +# Licensed under the MIT License. + +import os +import random + +import numpy as np +import rasterio + +SIZE = 32 + +np.random.seed(0) +random.seed(0) + + +def create_file(path: str, dtype: str, num_channels: int) -> None: + profile = {} + profile["driver"] = "GTiff" + profile["dtype"] = dtype + profile["count"] = num_channels + profile["crs"] = "epsg:4326" + profile["transform"] = rasterio.transform.from_bounds(0, 0, 1, 1, 1, 1) + profile["height"] = SIZE + profile["width"] = SIZE + profile["compress"] = "lzw" + profile["predictor"] = 2 + + if "float" in profile["dtype"]: + Z = np.random.randn(SIZE, SIZE).astype(profile["dtype"]) + else: + Z = np.random.randint( + np.iinfo(profile["dtype"]).max, size=(SIZE, SIZE), dtype=profile["dtype"] + ) + + src = rasterio.open(path, "w", **profile) + for i in range(1, profile["count"] + 1): + src.write(Z, i) + + +if __name__ == "__main__": + filenames = ["m_3807511_ne_18_060_20181104.tif", "m_3807511_ne_18_060_20190605.tif"] + + for f in filenames: + create_file(os.path.join(os.getcwd(), f), "uint8", 4) From 50a0cf62cf42db602cd5dd72d69ff71d0a3a3eee Mon Sep 17 00:00:00 2001 From: nilsleh Date: Mon, 21 Feb 2022 17:08:56 +0100 Subject: [PATCH 05/10] add version change and larger image size --- tests/data/naip/data.py | 2 +- .../naip/m_3807511_ne_18_060_20181104.tif | Bin 4490 -> 124600 bytes .../naip/m_3807511_ne_18_060_20190605.tif | Bin 4490 -> 124572 bytes torchgeo/datasets/naip.py | 4 +++- 4 files changed, 4 insertions(+), 2 deletions(-) diff --git a/tests/data/naip/data.py b/tests/data/naip/data.py index 74e5dd8f9f6..8a1347de378 100644 --- a/tests/data/naip/data.py +++ b/tests/data/naip/data.py @@ -9,7 +9,7 @@ import numpy as np import rasterio -SIZE = 32 +SIZE = 256 np.random.seed(0) random.seed(0) diff --git a/tests/data/naip/m_3807511_ne_18_060_20181104.tif b/tests/data/naip/m_3807511_ne_18_060_20181104.tif index 0a667d4a0f92df6bcf04180428dc69cce7b9448e..258b958dbe6671e590bc41e6cb33e79b3ab21d5f 100644 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Additionally, possible to + show subplot titles and/or use a custom suptitle. """ image = sample["image"][0:3, :, :].permute(1, 2, 0) From eed7ae40710fe90b44bcbe2c850f521339d31722 Mon Sep 17 00:00:00 2001 From: nilsleh Date: Mon, 28 Feb 2022 10:58:01 +0100 Subject: [PATCH 06/10] requested changes --- tests/data/naip/data.py | 2 +- .../naip/m_3807511_ne_18_060_20181104.tif | Bin 124600 -> 8167 bytes .../naip/m_3807511_ne_18_060_20190605.tif | Bin 124572 -> 8174 bytes torchgeo/datasets/naip.py | 5 ++--- 4 files changed, 3 insertions(+), 4 deletions(-) diff --git a/tests/data/naip/data.py b/tests/data/naip/data.py index 8a1347de378..4a080814880 100644 --- a/tests/data/naip/data.py +++ b/tests/data/naip/data.py @@ -9,7 +9,7 @@ import numpy as np import rasterio -SIZE = 256 +SIZE = 64 np.random.seed(0) random.seed(0) diff --git a/tests/data/naip/m_3807511_ne_18_060_20181104.tif b/tests/data/naip/m_3807511_ne_18_060_20181104.tif index 258b958dbe6671e590bc41e6cb33e79b3ab21d5f..3e924aa3f8638933a300ce5e3fe6b53ce572c95a 100644 GIT binary patch delta 6859 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zN=i6UPfSzKjLPS*(W*GtOe|rmJkAadpW}p{Os9k9XPTuVDuuADT%2r?nnxhOXuFB;2&I-+Gq}mJ^k|_Y6=alkn7;Gq{ zSR<-=2P$5R62VE#m5+?DN#vVN+I&kE+H0QEt8B>SW}rw~O+>jTtB|IzjKuP!@UnW1 zB(8>x^3v>1n@xCAF1(4UBAV*#m-2ejZqTu&s)kCktn5<#${fn+s)R_$oJeT8CTv>j zYEG$Q&nysLNh0y54ml^Zl&5sI&LFX)giT3)v|<>th6MD)ESKfzU8Z)0Y!tZ)99iUq zjLsUZP_8^LvbhgT^v86zDa_WbrdefzwkVq5hg8%>k diff --git a/torchgeo/datasets/naip.py b/torchgeo/datasets/naip.py index b0ea26df257..ac851234d47 100644 --- a/torchgeo/datasets/naip.py +++ b/torchgeo/datasets/naip.py @@ -3,10 +3,9 @@ """National Agriculture Imagery Program (NAIP) dataset.""" -from typing import Dict, Optional +from typing import Any, Dict, Optional import matplotlib.pyplot as plt -from torch import Tensor from .geo import RasterDataset @@ -50,7 +49,7 @@ class NAIP(RasterDataset): 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 017a9694f2bc722857b535b9526c09243944bfdb Mon Sep 17 00:00:00 2001 From: nilsleh Date: Mon, 4 Apr 2022 10:34:53 +0200 Subject: [PATCH 07/10] test with print --- tests/datasets/test_naip.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/tests/datasets/test_naip.py b/tests/datasets/test_naip.py index 32db23eaf4f..df086e99418 100644 --- a/tests/datasets/test_naip.py +++ b/tests/datasets/test_naip.py @@ -7,7 +7,6 @@ import pytest import torch import torch.nn as nn -from _pytest.monkeypatch import MonkeyPatch from rasterio.crs import CRS from torchgeo.datasets import NAIP, BoundingBox, IntersectionDataset, UnionDataset @@ -15,13 +14,16 @@ class TestNAIP: @pytest.fixture - def dataset(self, monkeypatch: MonkeyPatch) -> NAIP: + def dataset(self) -> NAIP: root = os.path.join("tests", "data", "naip") transforms = nn.Identity() # type: ignore[no-untyped-call] return NAIP(root, transforms=transforms) def test_getitem(self, dataset: NAIP) -> None: x = dataset[dataset.bounds] + print(len(dataset)) + print(dataset.bounds) + print(x["image"].shape) assert isinstance(x, dict) assert isinstance(x["crs"], CRS) assert isinstance(x["image"], torch.Tensor) From b85285b8eae20afcb4fa1b83054eeb9ed00d2845 Mon Sep 17 00:00:00 2001 From: nilsleh Date: Mon, 4 Apr 2022 22:38:11 +0200 Subject: [PATCH 08/10] test geo --- tests/datasets/test_geo.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/tests/datasets/test_geo.py b/tests/datasets/test_geo.py index 05a7c46bc8b..650b7eccdad 100644 --- a/tests/datasets/test_geo.py +++ b/tests/datasets/test_geo.py @@ -149,10 +149,10 @@ class TestRasterDataset: @pytest.fixture(params=[True, False]) def naip(self, request: SubRequest) -> NAIP: root = os.path.join("tests", "data", "naip") - crs = CRS.from_epsg(3005) + # crs = CRS.from_epsg(3005) transforms = nn.Identity() # type: ignore[no-untyped-call] cache = request.param - return NAIP(root, crs=crs, transforms=transforms, cache=cache) + return NAIP(root, transforms=transforms, cache=cache) @pytest.fixture(params=[True, False]) def sentinel(self, request: SubRequest) -> Sentinel2: @@ -168,6 +168,8 @@ def custom_dtype_ds(self) -> RasterDataset: return RasterDataset(root) def test_getitem_single_file(self, naip: NAIP) -> None: + print("Naip bounds") + print(naip.bounds) x = naip[naip.bounds] assert isinstance(x, dict) assert isinstance(x["crs"], CRS) From e95b821879dd61a30ad6495d5e85210b2b164e7b Mon Sep 17 00:00:00 2001 From: nilsleh Date: Wed, 6 Apr 2022 09:57:14 +0200 Subject: [PATCH 09/10] change data to match chesapeake --- tests/data/naip/data.py | 35 ++++++++++++++++-- .../naip/m_3807511_ne_18_060_20181104.tif | Bin 8167 -> 31642 bytes .../naip/m_3807511_ne_18_060_20190605.tif | Bin 8174 -> 31643 bytes tests/datasets/test_geo.py | 1 - tests/datasets/test_naip.py | 2 + 5 files changed, 34 insertions(+), 4 deletions(-) diff --git a/tests/data/naip/data.py b/tests/data/naip/data.py index 4a080814880..d51b671666e 100644 --- a/tests/data/naip/data.py +++ b/tests/data/naip/data.py @@ -8,20 +8,49 @@ import numpy as np import rasterio +from rasterio.crs import CRS +from rasterio.transform import Affine -SIZE = 64 +SIZE = 128 np.random.seed(0) random.seed(0) +# from Chesapeak data.py +wkt = """ +PROJCS["USA_Contiguous_Albers_Equal_Area_Conic_USGS_version", + GEOGCS["NAD83", + DATUM["North_American_Datum_1983", + SPHEROID["GRS 1980",6378137,298.257222101004, + AUTHORITY["EPSG","7019"]], + AUTHORITY["EPSG","6269"]], + PRIMEM["Greenwich",0], + UNIT["degree",0.0174532925199433, + AUTHORITY["EPSG","9122"]], + AUTHORITY["EPSG","4269"]], + PROJECTION["Albers_Conic_Equal_Area"], + PARAMETER["latitude_of_center",23], + PARAMETER["longitude_of_center",-96], + PARAMETER["standard_parallel_1",29.5], + PARAMETER["standard_parallel_2",45.5], + PARAMETER["false_easting",0], + PARAMETER["false_northing",0], + UNIT["metre",1, + AUTHORITY["EPSG","9001"]], + AXIS["Easting",EAST], + AXIS["Northing",NORTH]] +""" + def create_file(path: str, dtype: str, num_channels: int) -> None: profile = {} profile["driver"] = "GTiff" profile["dtype"] = dtype profile["count"] = num_channels - profile["crs"] = "epsg:4326" - profile["transform"] = rasterio.transform.from_bounds(0, 0, 1, 1, 1, 1) + profile["crs"] = CRS.from_wkt(wkt) + profile["transform"] = Affine( + 1.0, 0.0, 1303555.0000000005, 0.0, -1.0, 2535064.999999998 + ) profile["height"] = SIZE profile["width"] = SIZE profile["compress"] = "lzw" diff --git a/tests/data/naip/m_3807511_ne_18_060_20181104.tif b/tests/data/naip/m_3807511_ne_18_060_20181104.tif index 3e924aa3f8638933a300ce5e3fe6b53ce572c95a..b30b9586cf46d76746d03d81501772f77940cb0d 100644 GIT binary patch delta 30827 zcmYhgc|27A`vyD)V~nw8OUOC~Ly{y(V;f@|yM(ecwy{f+8Dnf?>}yil4UIK~N|v$j zl2np?9l}T2z>l2v)rhj$JU)_)h{qGKfKmedI5eT^UH*N>aTohE7;RXQy2l2l+{})n!A^8`X ze=DE!0szwz0KoAD06^ph0HA>Z0B+s}0Pgu`o@nC#766!6FX^28`!C+~rk>8<)BiT6 z{~Y}F!t&R{|Mvf5AWLJS+W#v4dSL?8@-TrL6F~qq!2i540n((|!3~K_05$-}fBe@4 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zs`xE>1TXy_$y4X^by9*hyYgt*=bM+Qe$V_0f%wscw4?Ct$b@t~v*b^4+rnX{V!0&S z!P_;~Y)GATu;WBK8l31L6A2pm<&0bOvz9H*=#M1{*agbhY#k5E{PL8=qUs&pZ|!@I zJjgc+==dsv-`H_felQFwK=D{%Z0Souk&6hrGV&m->0s2@*f+IF~}Vkl5kZG{X))0 zsz1t2A-tSHcT>7d;dPGNnuj!iTat{gk*BVsAj6Z9X0*B8s}x5S`YpunHp>JJJ>e$h zHw+0mKYd?l%0v<=GykY6=X?SfLn^X)9V3iBM+GV z?gn_+ZG~dVz}iln@*2&9NpQe&&>t&^JPQ@+#YNN5q-PkAK~{&A)X~_NW~=RsMiu__|!C?Ofy9=h# diff --git a/tests/datasets/test_geo.py b/tests/datasets/test_geo.py index 650b7eccdad..165cf2c5cb2 100644 --- a/tests/datasets/test_geo.py +++ b/tests/datasets/test_geo.py @@ -149,7 +149,6 @@ class TestRasterDataset: @pytest.fixture(params=[True, False]) def naip(self, request: SubRequest) -> NAIP: root = os.path.join("tests", "data", "naip") - # crs = CRS.from_epsg(3005) transforms = nn.Identity() # type: ignore[no-untyped-call] cache = request.param return NAIP(root, transforms=transforms, cache=cache) diff --git a/tests/datasets/test_naip.py b/tests/datasets/test_naip.py index df086e99418..fe9ce13e0c1 100644 --- a/tests/datasets/test_naip.py +++ b/tests/datasets/test_naip.py @@ -4,6 +4,7 @@ import os from pathlib import Path +import matplotlib.pyplot as plt import pytest import torch import torch.nn as nn @@ -40,6 +41,7 @@ def test_plot(self, dataset: NAIP) -> None: query = dataset.bounds x = dataset[query] dataset.plot(x, suptitle="Test") + plt.close() def test_no_data(self, tmp_path: Path) -> None: with pytest.raises(FileNotFoundError, match="No NAIP data was found in "): From 2c2576296b76a11b0bd639b4221facff54c751e1 Mon Sep 17 00:00:00 2001 From: nilsleh Date: Thu, 7 Apr 2022 11:15:58 +0200 Subject: [PATCH 10/10] fix crs test --- tests/data/naip/data.py | 2 -- tests/datasets/test_geo.py | 5 ++--- tests/datasets/test_naip.py | 3 --- 3 files changed, 2 insertions(+), 8 deletions(-) diff --git a/tests/data/naip/data.py b/tests/data/naip/data.py index d51b671666e..116d703b26b 100644 --- a/tests/data/naip/data.py +++ b/tests/data/naip/data.py @@ -4,7 +4,6 @@ # Licensed under the MIT License. import os -import random import numpy as np import rasterio @@ -14,7 +13,6 @@ SIZE = 128 np.random.seed(0) -random.seed(0) # from Chesapeak data.py wkt = """ diff --git a/tests/datasets/test_geo.py b/tests/datasets/test_geo.py index 165cf2c5cb2..05a7c46bc8b 100644 --- a/tests/datasets/test_geo.py +++ b/tests/datasets/test_geo.py @@ -149,9 +149,10 @@ class TestRasterDataset: @pytest.fixture(params=[True, False]) def naip(self, request: SubRequest) -> NAIP: root = os.path.join("tests", "data", "naip") + crs = CRS.from_epsg(3005) transforms = nn.Identity() # type: ignore[no-untyped-call] cache = request.param - return NAIP(root, transforms=transforms, cache=cache) + return NAIP(root, crs=crs, transforms=transforms, cache=cache) @pytest.fixture(params=[True, False]) def sentinel(self, request: SubRequest) -> Sentinel2: @@ -167,8 +168,6 @@ def custom_dtype_ds(self) -> RasterDataset: return RasterDataset(root) def test_getitem_single_file(self, naip: NAIP) -> None: - print("Naip bounds") - print(naip.bounds) x = naip[naip.bounds] assert isinstance(x, dict) assert isinstance(x["crs"], CRS) diff --git a/tests/datasets/test_naip.py b/tests/datasets/test_naip.py index fe9ce13e0c1..2b3af38a72f 100644 --- a/tests/datasets/test_naip.py +++ b/tests/datasets/test_naip.py @@ -22,9 +22,6 @@ def dataset(self) -> NAIP: def test_getitem(self, dataset: NAIP) -> None: x = dataset[dataset.bounds] - print(len(dataset)) - print(dataset.bounds) - print(x["image"].shape) assert isinstance(x, dict) assert isinstance(x["crs"], CRS) assert isinstance(x["image"], torch.Tensor)