From 018baac07ac273c7d0c1f22ff9ba042faf1cfc6b Mon Sep 17 00:00:00 2001 From: nilsleh Date: Mon, 7 Feb 2022 18:58:29 +0100 Subject: [PATCH 1/8] CMS dataset --- docs/api/datasets.rst | 5 + .../CMS_Global_Map_Mangrove_Canopy_1665.zip | Bin 0 -> 14380 bytes .../data/Mangrove_agb_Angola.tif | Bin 0 -> 4455 bytes .../data/Mangrove_hba95_Angola.tif | Bin 0 -> 4455 bytes .../data/Mangrove_hmax95_Angola.tif | Bin 0 -> 4455 bytes tests/datasets/test_cms_mangrove_canopy.py | 81 ++++++ torchgeo/datasets/__init__.py | 2 + torchgeo/datasets/cms_mangrove_canopy.py | 232 ++++++++++++++++++ 8 files changed, 320 insertions(+) create mode 100644 tests/data/cms_mangrove_canopy/CMS_Global_Map_Mangrove_Canopy_1665.zip create mode 100644 tests/data/cms_mangrove_canopy/CMS_Global_Map_Mangrove_Canopy_1665/data/Mangrove_agb_Angola.tif create mode 100644 tests/data/cms_mangrove_canopy/CMS_Global_Map_Mangrove_Canopy_1665/data/Mangrove_hba95_Angola.tif create mode 100644 tests/data/cms_mangrove_canopy/CMS_Global_Map_Mangrove_Canopy_1665/data/Mangrove_hmax95_Angola.tif create mode 100644 tests/datasets/test_cms_mangrove_canopy.py create mode 100644 torchgeo/datasets/cms_mangrove_canopy.py diff --git a/docs/api/datasets.rst b/docs/api/datasets.rst index a96bb4f389f..667223035bb 100644 --- a/docs/api/datasets.rst +++ b/docs/api/datasets.rst @@ -32,6 +32,11 @@ Chesapeake Bay High-Resolution Land Cover Project .. autoclass:: ChesapeakeWV .. autoclass:: ChesapeakeCVPR +CMS Global Mangrove Canopy Dataset +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +.. autoclass:: CMS_Global_Mangrove_Canopy + Cropland Data Layer (CDL) ^^^^^^^^^^^^^^^^^^^^^^^^^ diff --git a/tests/data/cms_mangrove_canopy/CMS_Global_Map_Mangrove_Canopy_1665.zip b/tests/data/cms_mangrove_canopy/CMS_Global_Map_Mangrove_Canopy_1665.zip new file mode 100644 index 0000000000000000000000000000000000000000..cbe3e476fd1696ce26f1e7d63888b7cd80b2aa97 GIT binary patch literal 14380 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z1(>wc!Q`(#PyuoBL!x)m2VnZ{$;t3-g4r0q5NERpnL}VFsayUzY}I)p%M*ocOLpE None: + shutil.copy(url, root) + + +class TestCMS_Global_Mangrove_Canopy: + @pytest.fixture + def dataset( + self, monkeypatch: Generator[MonkeyPatch, None, None] + ) -> CMS_Global_Mangrove_Canopy: + zipfile = "CMS_Global_Map_Mangrove_Canopy_1665.zip" + monkeypatch.setattr( # type: ignore[attr-defined] + CMS_Global_Mangrove_Canopy, "zipfile", zipfile + ) + + md5 = "c41917ef6bb76264f5b0e01de20c728d" + monkeypatch.setattr( # type: ignore[attr-defined] + CMS_Global_Mangrove_Canopy, "md5", md5 + ) + + root = os.path.join("tests", "data", "cms_mangrove_canopy") + transforms = nn.Identity() # type: ignore[attr-defined] + return CMS_Global_Mangrove_Canopy(root, transforms=transforms, checksum=True) + + def test_getitem(self, dataset: CMS_Global_Mangrove_Canopy) -> None: + x = dataset[dataset.bounds] + assert isinstance(x, dict) + assert isinstance(x["crs"], CRS) + assert isinstance(x["mask"], torch.Tensor) + + def test_integrity(self) -> None: + with pytest.raises(RuntimeError, match="Dataset not found or corrupted."): + CMS_Global_Mangrove_Canopy(root="/test") + + def test_invalid_country(self) -> None: + with pytest.raises(AssertionError): + CMS_Global_Mangrove_Canopy(countries=["fakeCountry"]) + + def test_invalid_measurement(self) -> None: + with pytest.raises(AssertionError): + CMS_Global_Mangrove_Canopy(measurement="wrongMeasurement") + + def test_and(self, dataset: CMS_Global_Mangrove_Canopy) -> None: + ds = dataset & dataset + assert isinstance(ds, IntersectionDataset) + + def test_or(self, dataset: CMS_Global_Mangrove_Canopy) -> None: + ds = dataset | dataset + assert isinstance(ds, UnionDataset) + + def test_plot(self, dataset: CMS_Global_Mangrove_Canopy) -> None: + query = dataset.bounds + x = dataset[query] + dataset.plot(x["mask"]) + + def test_invalid_query(self, dataset: CMS_Global_Mangrove_Canopy) -> None: + query = BoundingBox(0, 0, 0, 0, 0, 0) + with pytest.raises( + IndexError, match="query: .* not found in index with bounds:" + ): + dataset[query] diff --git a/torchgeo/datasets/__init__.py b/torchgeo/datasets/__init__.py index 9250920c301..6b804498576 100644 --- a/torchgeo/datasets/__init__.py +++ b/torchgeo/datasets/__init__.py @@ -21,6 +21,7 @@ ChesapeakeVA, ChesapeakeWV, ) +from .cms_mangrove_canopy import CMS_Global_Mangrove_Canopy from .cowc import COWC, COWCCounting, COWCDetection from .cv4a_kenya_crop_type import CV4AKenyaCropType from .cyclone import TropicalCycloneWindEstimation @@ -96,6 +97,7 @@ "ChesapeakeVA", "ChesapeakeWV", "ChesapeakeCVPR", + "CMS_Global_Mangrove_Canopy", "Landsat", "Landsat1", "Landsat2", diff --git a/torchgeo/datasets/cms_mangrove_canopy.py b/torchgeo/datasets/cms_mangrove_canopy.py new file mode 100644 index 00000000000..bac68dd53d9 --- /dev/null +++ b/torchgeo/datasets/cms_mangrove_canopy.py @@ -0,0 +1,232 @@ +# Copyright (c) Microsoft Corporation. All rights reserved. +# Licensed under the MIT License. + +"""CMS Global Mangrove Canopy dataset.""" + +import abc +import os +from typing import Any, Callable, Dict, List, Optional + +from rasterio.crs import CRS + +from .geo import RasterDataset +from .utils import check_integrity + + +class CMS_Global_Mangrove_Canopy(RasterDataset, abc.ABC): + """CMS Global Mangrove Canopy dataset. + + The 'CMS Global Mangrove Canopy dataset + ' + consists of a single band map at 30m resolution of either aboveground biomass (agb), + basal area weighted height (hba95), or maximum canopy height (hmax95). + + The dataset needs to be manually dowloaded from , where you can make an account + and subsequently download the dataset. + """ + + is_image = False + filename_glob = "Mangrove_*" + filename_regex = r"""^ + (?P[A-Za-z]{8}) + _(?P[a-z0-9]*) + _(?P[A-Za-z][^.]*) + """ + + zipfile = "CMS_Global_Map_Mangrove_Canopy_1665.zip" + md5 = "3e7f9f23bf971c25e828b36e6c5496e3" + + all_countries = [ + "AndamanAndNicobar", + "Angola", + "Anguilla", + "AntiguaAndBarbuda", + "Aruba", + "Australia", + "Bahamas", + "Bahrain", + "Bangladesh", + "Barbados", + "Belize", + "Benin", + "Brazil", + "BritishVirginIslands", + "Brunei", + "Cambodia", + "Cameroon", + "CarribeanCaymanIslands", + "China", + "Colombia", + "Comoros", + "CostaRica", + "Cote", + "CoteDivoire", + "CotedIvoire", + "Cuba", + "DemocraticRepublicOfCongo", + "Djibouti", + "DominicanRepublic", + "EcuadorWithGalapagos", + "Egypt", + "ElSalvador", + "EquatorialGuinea", + "Eritrea", + "EuropaIsland", + "Fiji", + "Fiji2", + "FrenchGuiana", + "FrenchGuyana", + "FrenchPolynesia", + "Gabon", + "Gambia", + "Ghana", + "Grenada", + "Guadeloupe", + "Guam", + "Guatemala", + "Guinea", + "GuineaBissau", + "Guyana", + "Haiti", + "Hawaii", + "Honduras", + "HongKong", + "India", + "Indonesia", + "Iran", + "Jamaica", + "Japan", + "Kenya", + "Liberia", + "Macau", + "Madagascar", + "Malaysia", + "Martinique", + "Mauritania", + "Mayotte", + "Mexico", + "Micronesia", + "Mozambique", + "Myanmar", + "NewCaledonia", + "NewZealand", + "Newzealand", + "Nicaragua", + "Nigeria", + "NorthernMarianaIslands", + "Oman", + "Pakistan", + "Palau", + "Panama", + "PapuaNewGuinea", + "Peru", + "Philipines", + "PuertoRico", + "Qatar", + "ReunionAndMauritius", + "SaintKittsAndNevis", + "SaintLucia", + "SaintVincentAndTheGrenadines", + "Samoa", + "SaudiArabia", + "Senegal", + "Seychelles", + "SierraLeone", + "Singapore", + "SolomonIslands", + "Somalia", + "Somalia2", + "Soudan", + "SouthAfrica", + "SriLanka", + "Sudan", + "Suriname", + "Taiwan", + "Tanzania", + "Thailand", + "TimorLeste", + "Togo", + "Tonga", + "TrinidadAndTobago", + "TurksAndCaicosIslands", + "Tuvalu", + "UnitedArabEmirates", + "UnitedStates", + "Vanuatu", + "Venezuela", + "Vietnam", + "VirginIslandsUs", + "WallisAndFutuna", + "Yemen", + ] + + measurements = ["agb", "hba95", "hmax95"] + + def __init__( + self, + root: str = "data", + crs: Optional[CRS] = None, + res: Optional[float] = None, + measurement: str = "agb", + countries: List[str] = all_countries, + transforms: Optional[Callable[[Dict[str, Any]], Dict[str, Any]]] = None, + cache: bool = True, + checksum: bool = False, + ) -> None: + """Initialize a new Dataset instance. + + Args: + root: root directory where dataset can be found + crs: :term:`coordinate reference system (CRS)` to warp to + (defaults to the CRS of the first file found) + res: resolution of the dataset in units of CRS + (defaults to the resolution of the first file found) + measurement: which of the three measurements, 'agb', 'hba95', or 'hmax95' + countries: countries for which to retrieve data + transforms: a function/transform that takes an input sample + and returns a transformed version + cache: if True, cache file handle to speed up repeated sampling + checksum: if True, check the MD5 of the downloaded files (may be slow) + + Raises: + FileNotFoundError: if no files are found in ``root`` + RuntimeError: if ``download=False`` but dataset is missing or checksum fails + """ + self.root = root + self.checksum = checksum + + assert isinstance(countries, List), "Countries argument must be a list." + assert set(countries).issubset( + self.all_countries + ), "You have entered an invalid country, only {} are available.".format( + self.all_countries + ) + self.countries = countries + + assert isinstance(measurement, str), "Measurement must be a string." + assert ( + measurement in self.measurements + ), "You have entered an invalid measurement, please choose one of {}.".format( + self.measurements + ) + self.measurement = measurement + + if not self._check_integrity(): + raise RuntimeError( + "Dataset not found or corrupted. " + "Please ensure you have manually downloaded it." + ) + + super().__init__(root, crs, res, transforms, cache) + + def _check_integrity(self) -> bool: + """Check integrity of dataset. + + Returns: + True if dataset files are found and/or MD5s match, else False + """ + integrity: bool = check_integrity( + os.path.join(self.root, self.zipfile), self.md5 if self.checksum else None + ) + + return integrity From dfdd45391781ac5fb8b06759a0f7c035c37c05b7 Mon Sep 17 00:00:00 2001 From: nilsleh Date: Tue, 8 Feb 2022 15:34:02 +0100 Subject: [PATCH 2/8] dynamically set filename --- tests/datasets/test_cms_mangrove_canopy.py | 8 ++++++-- torchgeo/datasets/cms_mangrove_canopy.py | 20 +++++++++++--------- 2 files changed, 17 insertions(+), 11 deletions(-) diff --git a/tests/datasets/test_cms_mangrove_canopy.py b/tests/datasets/test_cms_mangrove_canopy.py index 8948791c2a1..37186dfa5bb 100644 --- a/tests/datasets/test_cms_mangrove_canopy.py +++ b/tests/datasets/test_cms_mangrove_canopy.py @@ -40,7 +40,11 @@ def dataset( root = os.path.join("tests", "data", "cms_mangrove_canopy") transforms = nn.Identity() # type: ignore[attr-defined] - return CMS_Global_Mangrove_Canopy(root, transforms=transforms, checksum=True) + country = "Angola" + + return CMS_Global_Mangrove_Canopy( + root, country=country, transforms=transforms, checksum=True + ) def test_getitem(self, dataset: CMS_Global_Mangrove_Canopy) -> None: x = dataset[dataset.bounds] @@ -54,7 +58,7 @@ def test_integrity(self) -> None: def test_invalid_country(self) -> None: with pytest.raises(AssertionError): - CMS_Global_Mangrove_Canopy(countries=["fakeCountry"]) + CMS_Global_Mangrove_Canopy(country="fakeCountry") def test_invalid_measurement(self) -> None: with pytest.raises(AssertionError): diff --git a/torchgeo/datasets/cms_mangrove_canopy.py b/torchgeo/datasets/cms_mangrove_canopy.py index bac68dd53d9..2c60119e04d 100644 --- a/torchgeo/datasets/cms_mangrove_canopy.py +++ b/torchgeo/datasets/cms_mangrove_canopy.py @@ -5,7 +5,7 @@ import abc import os -from typing import Any, Callable, Dict, List, Optional +from typing import Any, Callable, Dict, Optional from rasterio.crs import CRS @@ -26,7 +26,7 @@ class CMS_Global_Mangrove_Canopy(RasterDataset, abc.ABC): """ is_image = False - filename_glob = "Mangrove_*" + filename_regex = r"""^ (?P[A-Za-z]{8}) _(?P[a-z0-9]*) @@ -168,7 +168,7 @@ def __init__( crs: Optional[CRS] = None, res: Optional[float] = None, measurement: str = "agb", - countries: List[str] = all_countries, + country: str = all_countries[0], transforms: Optional[Callable[[Dict[str, Any]], Dict[str, Any]]] = None, cache: bool = True, checksum: bool = False, @@ -182,7 +182,7 @@ def __init__( res: resolution of the dataset in units of CRS (defaults to the resolution of the first file found) measurement: which of the three measurements, 'agb', 'hba95', or 'hmax95' - countries: countries for which to retrieve data + country: country for which to retrieve data transforms: a function/transform that takes an input sample and returns a transformed version cache: if True, cache file handle to speed up repeated sampling @@ -195,13 +195,13 @@ def __init__( self.root = root self.checksum = checksum - assert isinstance(countries, List), "Countries argument must be a list." - assert set(countries).issubset( - self.all_countries - ), "You have entered an invalid country, only {} are available.".format( + assert isinstance(country, str), "Country argument must be a str." + assert ( + country in self.all_countries + ), "You have selected an invalid country, please choose one of {}".format( self.all_countries ) - self.countries = countries + self.country = country assert isinstance(measurement, str), "Measurement must be a string." assert ( @@ -211,6 +211,8 @@ def __init__( ) self.measurement = measurement + self.filename_glob = "Mangrove_{}_{}*".format(self.measurement, self.country) + if not self._check_integrity(): raise RuntimeError( "Dataset not found or corrupted. " From 4d07dc17c045537c91f3141e3b4b6749b310cac3 Mon Sep 17 00:00:00 2001 From: nilsleh Date: Wed, 9 Feb 2022 14:25:35 +0100 Subject: [PATCH 3/8] add warning in documentation --- torchgeo/datasets/cms_mangrove_canopy.py | 20 ++++++++++++++++---- 1 file changed, 16 insertions(+), 4 deletions(-) diff --git a/torchgeo/datasets/cms_mangrove_canopy.py b/torchgeo/datasets/cms_mangrove_canopy.py index 2c60119e04d..ee827b63203 100644 --- a/torchgeo/datasets/cms_mangrove_canopy.py +++ b/torchgeo/datasets/cms_mangrove_canopy.py @@ -16,13 +16,25 @@ class CMS_Global_Mangrove_Canopy(RasterDataset, abc.ABC): """CMS Global Mangrove Canopy dataset. - The 'CMS Global Mangrove Canopy dataset - ' + The `CMS Global Mangrove Canopy dataset + `_ consists of a single band map at 30m resolution of either aboveground biomass (agb), basal area weighted height (hba95), or maximum canopy height (hmax95). - The dataset needs to be manually dowloaded from , where you can make an account - and subsequently download the dataset. + The dataset needs to be manually dowloaded from the above link, where you can make + an account and subsequently download the dataset. + + Warning: there are three cases in the dataset for which the country name is + misspelled between the different measurements. Namely: + + - agb_FrenchGuyana.tif, hmax95_FrenchGuyana.tif, but hba95_FrenchGuiana.tif + - agb_Newzealand.tif, hmax95_Newzealand.tif, but hba_95_NewZealand.tif + - agb_CoteDivoire.tif, hmax95_CoteDivoire.tif, but hba_95_CotedIvoire.tif + + In these three cases, you can either rename the files manually after downloading + to access measurements consistently with one country name, or choose the appropriate + spelling for the specific measurement. + """ is_image = False From d8933aebde487bb1497c6049cc2d6dce7da51b3e Mon Sep 17 00:00:00 2001 From: nilsleh Date: Thu, 10 Feb 2022 11:26:16 +0100 Subject: [PATCH 4/8] requested changes and data.py --- .../CMS_Global_Map_Mangrove_Canopy_1665.zip | Bin 14380 -> 50884 bytes .../data/Mangrove_agb_Angola.tif | Bin 4455 -> 16758 bytes .../data/Mangrove_hba95_Angola.tif | Bin 4455 -> 16758 bytes .../data/Mangrove_hmax95_Angola.tif | Bin 4455 -> 16758 bytes tests/data/cms_mangrove_canopy/data.py | 66 ++++++++++++++++++ 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zdPm8B^!^Lpw|e76xZ{&z8<8DEzP^@5a(f`@WBEdK6#;{nyQLO zy5;j?;gd+_w-UFiDadrqXYDLGA<*F0?^>s4ysPjWQ;Fq%{P;_=H_s17P*t;>Jh!`< zw2ug9w&MOwx1xoTK7}_q*6-^)#upg94O*}-qiBV+xygGEe%f~DMBirw!XfeNP@rkHo#>_v?!Sq6A%PtT*N zz3wu*kCt7i2FrEwPwNGgpKCD)x)bpPDRA)|7wwpmSOQ5f=dg6qAfKI@maPKrRw=xA z$#{Fmo2Ip>xZgxASW1vjvt)AGLKACb{NeqA6|}N$e+~aSWlg9*DGQGfXMli!}Wp?jI@pTL!N8U z1(>wc!Q`(#PyuoBL!x)m2VnZ{$;t3-g4r0q5NERpnL}VFsayUzY}I)p%M*ocOLpE 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 + + Z = np.random.randint( + np.iinfo(profile["dtype"]).max, size=(1, SIZE, SIZE), dtype=profile["dtype"] + ) + src = rasterio.open(path, "w", **profile) + src.write(Z) + + +if __name__ == "__main__": + directory = "CMS_Global_Map_Mangrove_Canopy_1665" + + # Remove old data + if os.path.isdir(directory): + shutil.rmtree(directory) + + os.makedirs(os.path.join(directory, "data"), exist_ok=True) + + for file_dict in files: + # Create mask file + path = file_dict["image"] + create_file( + os.path.join(directory, "data", path), dtype="int32", num_channels=1 + ) + + # Compress data + shutil.make_archive(directory.replace(".zip", ""), "zip", ".", directory) + + # Compute checksums + with open(directory + ".zip", "rb") as f: + md5 = hashlib.md5(f.read()).hexdigest() + print(f"{directory}: {md5}") diff --git a/tests/datasets/test_cms_mangrove_canopy.py b/tests/datasets/test_cms_mangrove_canopy.py index 37186dfa5bb..a8ca5146df8 100644 --- a/tests/datasets/test_cms_mangrove_canopy.py +++ b/tests/datasets/test_cms_mangrove_canopy.py @@ -3,6 +3,7 @@ import os import shutil +from pathlib import Path from typing import Generator import pytest @@ -12,7 +13,6 @@ from rasterio.crs import CRS from torchgeo.datasets import ( - BoundingBox, CMS_Global_Mangrove_Canopy, IntersectionDataset, UnionDataset, @@ -26,14 +26,14 @@ def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: class TestCMS_Global_Mangrove_Canopy: @pytest.fixture def dataset( - self, monkeypatch: Generator[MonkeyPatch, None, None] + self, monkeypatch: Generator[MonkeyPatch, None, None], tmp_path: Path ) -> CMS_Global_Mangrove_Canopy: zipfile = "CMS_Global_Map_Mangrove_Canopy_1665.zip" monkeypatch.setattr( # type: ignore[attr-defined] CMS_Global_Mangrove_Canopy, "zipfile", zipfile ) - md5 = "c41917ef6bb76264f5b0e01de20c728d" + md5 = "45d894d4516d91212b70fd9a803e28cd" monkeypatch.setattr( # type: ignore[attr-defined] CMS_Global_Mangrove_Canopy, "md5", md5 ) @@ -52,10 +52,21 @@ def test_getitem(self, dataset: CMS_Global_Mangrove_Canopy) -> None: assert isinstance(x["crs"], CRS) assert isinstance(x["mask"], torch.Tensor) - def test_integrity(self) -> None: - with pytest.raises(RuntimeError, match="Dataset not found or corrupted."): + def test_no_dataset(self) -> None: + with pytest.raises(RuntimeError, match="Dataset not found in."): CMS_Global_Mangrove_Canopy(root="/test") + def test_already_downloaded(self, tmp_path: Path) -> None: + pathname = os.path.join( + "tests", + "data", + "cms_mangrove_canopy", + "CMS_Global_Map_Mangrove_Canopy_1665.zip", + ) + root = str(tmp_path) + shutil.copy(pathname, root) + CMS_Global_Mangrove_Canopy(root, country="Angola") + def test_invalid_country(self) -> None: with pytest.raises(AssertionError): CMS_Global_Mangrove_Canopy(country="fakeCountry") @@ -76,10 +87,3 @@ def test_plot(self, dataset: CMS_Global_Mangrove_Canopy) -> None: query = dataset.bounds x = dataset[query] dataset.plot(x["mask"]) - - def test_invalid_query(self, dataset: CMS_Global_Mangrove_Canopy) -> None: - query = BoundingBox(0, 0, 0, 0, 0, 0) - with pytest.raises( - IndexError, match="query: .* not found in index with bounds:" - ): - dataset[query] diff --git a/torchgeo/datasets/cms_mangrove_canopy.py b/torchgeo/datasets/cms_mangrove_canopy.py index ee827b63203..69e7914c8ab 100644 --- a/torchgeo/datasets/cms_mangrove_canopy.py +++ b/torchgeo/datasets/cms_mangrove_canopy.py @@ -3,17 +3,17 @@ """CMS Global Mangrove Canopy dataset.""" -import abc +import glob import os from typing import Any, Callable, Dict, Optional from rasterio.crs import CRS from .geo import RasterDataset -from .utils import check_integrity +from .utils import extract_archive -class CMS_Global_Mangrove_Canopy(RasterDataset, abc.ABC): +class CMS_Global_Mangrove_Canopy(RasterDataset): """CMS Global Mangrove Canopy dataset. The `CMS Global Mangrove Canopy dataset @@ -24,17 +24,7 @@ class CMS_Global_Mangrove_Canopy(RasterDataset, abc.ABC): The dataset needs to be manually dowloaded from the above link, where you can make an account and subsequently download the dataset. - Warning: there are three cases in the dataset for which the country name is - misspelled between the different measurements. Namely: - - - agb_FrenchGuyana.tif, hmax95_FrenchGuyana.tif, but hba95_FrenchGuiana.tif - - agb_Newzealand.tif, hmax95_Newzealand.tif, but hba_95_NewZealand.tif - - agb_CoteDivoire.tif, hmax95_CoteDivoire.tif, but hba_95_CotedIvoire.tif - - In these three cases, you can either rename the files manually after downloading - to access measurements consistently with one country name, or choose the appropriate - spelling for the specific measurement. - + .. versionadded:: 0.3 """ is_image = False @@ -223,24 +213,37 @@ def __init__( ) self.measurement = measurement - self.filename_glob = "Mangrove_{}_{}*".format(self.measurement, self.country) + self.filename_glob = "**/Mangrove_{}_{}*".format(self.measurement, self.country) - if not self._check_integrity(): - raise RuntimeError( - "Dataset not found or corrupted. " - "Please ensure you have manually downloaded it." - ) + self._verify() super().__init__(root, crs, res, transforms, cache) - def _check_integrity(self) -> bool: - """Check integrity of dataset. + def _verify(self) -> None: + """Verify the integrity of the dataset. - Returns: - True if dataset files are found and/or MD5s match, else False + Raises: + RuntimeError: if dataset is not in root or was not downloaded manually """ - integrity: bool = check_integrity( - os.path.join(self.root, self.zipfile), self.md5 if self.checksum else None + # Check if the extracted files already exist + pathname = os.path.join(self.root, "**", self.filename_glob) + if glob.glob(pathname): + return + + # Check if the zip files have already been downloaded + pathname = os.path.join(self.root, self.zipfile) + if glob.glob(pathname): + self._extract() + return + + raise RuntimeError( + f"Dataset not found in `root={self.root}` " + "either specify a different `root` directory or make sure you " + "have manually downloaded the dataset as instructed in the documentation." ) - return integrity + def _extract(self) -> None: + """Extract the dataset.""" + pathname = os.path.join(self.root, self.zipfile) + for zipfile in glob.iglob(pathname): + extract_archive(zipfile) From 35b72ad8f4fbe799a64a618d11c7425ed4baabc7 Mon Sep 17 00:00:00 2001 From: nilsleh Date: Fri, 11 Feb 2022 09:18:21 +0100 Subject: [PATCH 5/8] single zip file and camel case --- docs/api/datasets.rst | 2 +- tests/datasets/test_cms_mangrove_canopy.py | 32 ++++++++++------------ torchgeo/datasets/__init__.py | 4 +-- torchgeo/datasets/cms_mangrove_canopy.py | 9 +++--- 4 files changed, 21 insertions(+), 26 deletions(-) diff --git a/docs/api/datasets.rst b/docs/api/datasets.rst index 667223035bb..d9afaaf4d46 100644 --- a/docs/api/datasets.rst +++ b/docs/api/datasets.rst @@ -35,7 +35,7 @@ Chesapeake Bay High-Resolution Land Cover Project CMS Global Mangrove Canopy Dataset ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -.. autoclass:: CMS_Global_Mangrove_Canopy +.. autoclass:: CMSGlobalMangroveCanopy Cropland Data Layer (CDL) ^^^^^^^^^^^^^^^^^^^^^^^^^ diff --git a/tests/datasets/test_cms_mangrove_canopy.py b/tests/datasets/test_cms_mangrove_canopy.py index a8ca5146df8..3903951084c 100644 --- a/tests/datasets/test_cms_mangrove_canopy.py +++ b/tests/datasets/test_cms_mangrove_canopy.py @@ -12,41 +12,37 @@ from _pytest.monkeypatch import MonkeyPatch from rasterio.crs import CRS -from torchgeo.datasets import ( - CMS_Global_Mangrove_Canopy, - IntersectionDataset, - UnionDataset, -) +from torchgeo.datasets import CMSGlobalMangroveCanopy, IntersectionDataset, UnionDataset def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: shutil.copy(url, root) -class TestCMS_Global_Mangrove_Canopy: +class TestCMSGlobalMangroveCanopy: @pytest.fixture def dataset( self, monkeypatch: Generator[MonkeyPatch, None, None], tmp_path: Path - ) -> CMS_Global_Mangrove_Canopy: + ) -> CMSGlobalMangroveCanopy: zipfile = "CMS_Global_Map_Mangrove_Canopy_1665.zip" monkeypatch.setattr( # type: ignore[attr-defined] - CMS_Global_Mangrove_Canopy, "zipfile", zipfile + CMSGlobalMangroveCanopy, "zipfile", zipfile ) md5 = "45d894d4516d91212b70fd9a803e28cd" monkeypatch.setattr( # type: ignore[attr-defined] - CMS_Global_Mangrove_Canopy, "md5", md5 + CMSGlobalMangroveCanopy, "md5", md5 ) root = os.path.join("tests", "data", "cms_mangrove_canopy") transforms = nn.Identity() # type: ignore[attr-defined] country = "Angola" - return CMS_Global_Mangrove_Canopy( + return CMSGlobalMangroveCanopy( root, country=country, transforms=transforms, checksum=True ) - def test_getitem(self, dataset: CMS_Global_Mangrove_Canopy) -> None: + def test_getitem(self, dataset: CMSGlobalMangroveCanopy) -> None: x = dataset[dataset.bounds] assert isinstance(x, dict) assert isinstance(x["crs"], CRS) @@ -54,7 +50,7 @@ def test_getitem(self, dataset: CMS_Global_Mangrove_Canopy) -> None: def test_no_dataset(self) -> None: with pytest.raises(RuntimeError, match="Dataset not found in."): - CMS_Global_Mangrove_Canopy(root="/test") + CMSGlobalMangroveCanopy(root="/test") def test_already_downloaded(self, tmp_path: Path) -> None: pathname = os.path.join( @@ -65,25 +61,25 @@ def test_already_downloaded(self, tmp_path: Path) -> None: ) root = str(tmp_path) shutil.copy(pathname, root) - CMS_Global_Mangrove_Canopy(root, country="Angola") + CMSGlobalMangroveCanopy(root, country="Angola") def test_invalid_country(self) -> None: with pytest.raises(AssertionError): - CMS_Global_Mangrove_Canopy(country="fakeCountry") + CMSGlobalMangroveCanopy(country="fakeCountry") def test_invalid_measurement(self) -> None: with pytest.raises(AssertionError): - CMS_Global_Mangrove_Canopy(measurement="wrongMeasurement") + CMSGlobalMangroveCanopy(measurement="wrongMeasurement") - def test_and(self, dataset: CMS_Global_Mangrove_Canopy) -> None: + def test_and(self, dataset: CMSGlobalMangroveCanopy) -> None: ds = dataset & dataset assert isinstance(ds, IntersectionDataset) - def test_or(self, dataset: CMS_Global_Mangrove_Canopy) -> None: + def test_or(self, dataset: CMSGlobalMangroveCanopy) -> None: ds = dataset | dataset assert isinstance(ds, UnionDataset) - def test_plot(self, dataset: CMS_Global_Mangrove_Canopy) -> None: + def test_plot(self, dataset: CMSGlobalMangroveCanopy) -> None: query = dataset.bounds x = dataset[query] dataset.plot(x["mask"]) diff --git a/torchgeo/datasets/__init__.py b/torchgeo/datasets/__init__.py index 6b804498576..394dc1f984e 100644 --- a/torchgeo/datasets/__init__.py +++ b/torchgeo/datasets/__init__.py @@ -21,7 +21,7 @@ ChesapeakeVA, ChesapeakeWV, ) -from .cms_mangrove_canopy import CMS_Global_Mangrove_Canopy +from .cms_mangrove_canopy import CMSGlobalMangroveCanopy from .cowc import COWC, COWCCounting, COWCDetection from .cv4a_kenya_crop_type import CV4AKenyaCropType from .cyclone import TropicalCycloneWindEstimation @@ -97,7 +97,7 @@ "ChesapeakeVA", "ChesapeakeWV", "ChesapeakeCVPR", - "CMS_Global_Mangrove_Canopy", + "CMSGlobalMangroveCanopy", "Landsat", "Landsat1", "Landsat2", diff --git a/torchgeo/datasets/cms_mangrove_canopy.py b/torchgeo/datasets/cms_mangrove_canopy.py index 69e7914c8ab..72e137c061c 100644 --- a/torchgeo/datasets/cms_mangrove_canopy.py +++ b/torchgeo/datasets/cms_mangrove_canopy.py @@ -13,7 +13,7 @@ from .utils import extract_archive -class CMS_Global_Mangrove_Canopy(RasterDataset): +class CMSGlobalMangroveCanopy(RasterDataset): """CMS Global Mangrove Canopy dataset. The `CMS Global Mangrove Canopy dataset @@ -230,9 +230,9 @@ def _verify(self) -> None: if glob.glob(pathname): return - # Check if the zip files have already been downloaded + # Check if the zip file has already been downloaded pathname = os.path.join(self.root, self.zipfile) - if glob.glob(pathname): + if os.path.exists(pathname): self._extract() return @@ -245,5 +245,4 @@ def _verify(self) -> None: def _extract(self) -> None: """Extract the dataset.""" pathname = os.path.join(self.root, self.zipfile) - for zipfile in glob.iglob(pathname): - extract_archive(zipfile) + extract_archive(pathname) From c73546b9a40b65de25e90af4e8481b72b74f58fd Mon Sep 17 00:00:00 2001 From: nilsleh Date: Fri, 11 Feb 2022 16:42:29 +0100 Subject: [PATCH 6/8] md5 check added --- tests/datasets/test_cms_mangrove_canopy.py | 8 ++++++++ torchgeo/datasets/cms_mangrove_canopy.py | 4 +++- 2 files changed, 11 insertions(+), 1 deletion(-) diff --git a/tests/datasets/test_cms_mangrove_canopy.py b/tests/datasets/test_cms_mangrove_canopy.py index 3903951084c..d6265849329 100644 --- a/tests/datasets/test_cms_mangrove_canopy.py +++ b/tests/datasets/test_cms_mangrove_canopy.py @@ -63,6 +63,14 @@ def test_already_downloaded(self, tmp_path: Path) -> None: shutil.copy(pathname, root) CMSGlobalMangroveCanopy(root, country="Angola") + def test_corrupted(self, tmp_path: Path) -> None: + with open( + os.path.join(tmp_path, "CMS_Global_Map_Mangrove_Canopy_1665.zip"), "w" + ) as f: + f.write("bad") + with pytest.raises(RuntimeError, match="Dataset found, but corrupted."): + CMSGlobalMangroveCanopy(root=str(tmp_path), country="Angola", checksum=True) + def test_invalid_country(self) -> None: with pytest.raises(AssertionError): CMSGlobalMangroveCanopy(country="fakeCountry") diff --git a/torchgeo/datasets/cms_mangrove_canopy.py b/torchgeo/datasets/cms_mangrove_canopy.py index 72e137c061c..69efac95e9c 100644 --- a/torchgeo/datasets/cms_mangrove_canopy.py +++ b/torchgeo/datasets/cms_mangrove_canopy.py @@ -10,7 +10,7 @@ from rasterio.crs import CRS from .geo import RasterDataset -from .utils import extract_archive +from .utils import check_integrity, extract_archive class CMSGlobalMangroveCanopy(RasterDataset): @@ -233,6 +233,8 @@ def _verify(self) -> None: # Check if the zip file has already been downloaded pathname = os.path.join(self.root, self.zipfile) if os.path.exists(pathname): + if self.checksum and not check_integrity(pathname, self.md5): + raise RuntimeError("Dataset found, but corrupted.") self._extract() return From b93e904d591de9bb70d313649b4c526f5efaa97a Mon Sep 17 00:00:00 2001 From: nilsleh Date: Sat, 12 Feb 2022 10:50:15 +0100 Subject: [PATCH 7/8] correct error messages --- torchgeo/datasets/cms_mangrove_canopy.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/torchgeo/datasets/cms_mangrove_canopy.py b/torchgeo/datasets/cms_mangrove_canopy.py index 69efac95e9c..a9484bd6412 100644 --- a/torchgeo/datasets/cms_mangrove_canopy.py +++ b/torchgeo/datasets/cms_mangrove_canopy.py @@ -192,7 +192,8 @@ def __init__( Raises: FileNotFoundError: if no files are found in ``root`` - RuntimeError: if ``download=False`` but dataset is missing or checksum fails + RuntimeError: if dataset is missing or checksum fails + AssertionError: if country or measurement arg are not str or invalid """ self.root = root self.checksum = checksum @@ -223,7 +224,7 @@ def _verify(self) -> None: """Verify the integrity of the dataset. Raises: - RuntimeError: if dataset is not in root or was not downloaded manually + RuntimeError: if dataset is missing or checksum fails """ # Check if the extracted files already exist pathname = os.path.join(self.root, "**", self.filename_glob) From 4d2e313841383f3c627f7a09c1a9205cbfcecb80 Mon Sep 17 00:00:00 2001 From: nilsleh Date: Tue, 15 Feb 2022 22:20:45 +0100 Subject: [PATCH 8/8] compression smaller test file --- .../CMS_Global_Map_Mangrove_Canopy_1665.zip | Bin 50884 -> 63835 bytes .../data/Mangrove_agb_Angola.tif | Bin 16758 -> 22647 bytes .../data/Mangrove_hba95_Angola.tif | Bin 16758 -> 22701 bytes .../data/Mangrove_hmax95_Angola.tif | Bin 16758 -> 22678 bytes tests/data/cms_mangrove_canopy/data.py | 2 ++ tests/datasets/test_cms_mangrove_canopy.py | 2 +- 6 files changed, 3 insertions(+), 1 deletion(-) diff --git a/tests/data/cms_mangrove_canopy/CMS_Global_Map_Mangrove_Canopy_1665.zip b/tests/data/cms_mangrove_canopy/CMS_Global_Map_Mangrove_Canopy_1665.zip index 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zI^pc6c_K1NKqra)Qetb?am0sTw=`+l`!pW(bb3tL1bUYKxFmX#nI*wA`;moo+|L8t zI)HbFXnHQltHUZ^%E49z)^#-Hu$TegIq^TnB+`N>Pvk7rLvi_GiXg2{yMh`Yok#X} zkW%@*VTinM2!IO-WU@gz+R(M1)J-6HsjI|%s| z+5+`^Gt0{3`o*MJDAPsVwU16WP$4|8tHUP(o5Dyln@HmF5z!tAodii6(i@8kX;ZG{ zpZY~SI)O*ZjiB7XN+B?n-$sJ!u1c#cfk2P~jV1gpbvuw?fRe_Lw-h|h>7=SVnPv7_A;Sl{*( z9FW=uImEPPEG{@L+u}haYkz1Sre4PpL}+ziS~_twn7E)QOZcx9EV*Y?8DTatw&(IA fH1Ik)*C6pLTlotYFcBSVKLc7w6z$Dg6UMd%`+f2p diff --git a/tests/data/cms_mangrove_canopy/data.py b/tests/data/cms_mangrove_canopy/data.py index 17a2abd48aa..09b62cbbf11 100644 --- a/tests/data/cms_mangrove_canopy/data.py +++ b/tests/data/cms_mangrove_canopy/data.py @@ -33,6 +33,8 @@ def create_file(path: str, dtype: str, num_channels: int) -> None: profile["transform"] = rasterio.transform.from_bounds(0, 0, 1, 1, 1, 1) profile["height"] = SIZE profile["width"] = SIZE + profile["compress"] = "lzw" + profile["predictor"] = 2 Z = np.random.randint( np.iinfo(profile["dtype"]).max, size=(1, SIZE, SIZE), dtype=profile["dtype"] diff --git a/tests/datasets/test_cms_mangrove_canopy.py b/tests/datasets/test_cms_mangrove_canopy.py index d6265849329..54a41d75fb5 100644 --- a/tests/datasets/test_cms_mangrove_canopy.py +++ b/tests/datasets/test_cms_mangrove_canopy.py @@ -29,7 +29,7 @@ def dataset( CMSGlobalMangroveCanopy, "zipfile", zipfile ) - md5 = "45d894d4516d91212b70fd9a803e28cd" + md5 = "d6894fa6293cc9c0f3f95a810e842de5" monkeypatch.setattr( # type: ignore[attr-defined] CMSGlobalMangroveCanopy, "md5", md5 )