diff --git a/docs/examples/categorical.ipynb b/docs/examples/categorical.ipynb index 990d8ad..580303f 100644 --- a/docs/examples/categorical.ipynb +++ b/docs/examples/categorical.ipynb @@ -13,7 +13,7 @@ "metadata": {}, "outputs": [], "source": [ - "import geopandas as gpd\n", + "import geopandas\n", "import pandas\n", "\n", "from geocube.api.core import make_geocube\n", @@ -34,7 +34,7 @@ "metadata": {}, "outputs": [], "source": [ - "ssurgo_data = gpd.read_file(\"../../test/test_data/input/soil_data_group.geojson\")" + "ssurgo_data = geopandas.read_file(\"../../test/test_data/input/soil_data_group.geojson\")" ] }, { @@ -54,7 +54,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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", 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\n", 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", 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\n", 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", 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" ] diff --git a/docs/examples/grid_to_vector_map.ipynb b/docs/examples/grid_to_vector_map.ipynb index e6f862a..a22d938 100644 --- a/docs/examples/grid_to_vector_map.ipynb +++ b/docs/examples/grid_to_vector_map.ipynb @@ -19,7 +19,7 @@ "source": [ "import json\n", "\n", - "import geopandas as gpd\n", + "import geopandas\n", "\n", "from geocube.api.core import make_geocube\n", "\n", @@ -32,7 +32,7 @@ "metadata": {}, "outputs": [], "source": [ - "ssurgo_data = gpd.read_file(\"../../test/test_data/input/soil_data_group.geojson\")" + "ssurgo_data = geopandas.read_file(\"../../test/test_data/input/soil_data_group.geojson\")" ] }, { @@ -192,9 +192,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Convert data to grid\n", - "\n", - "See docs for [make_geocube](../geocube.rst#make-geocube)" + "## Convert data to grid\n", + "\n", + "See docs for [make_geocube](../geocube.rst#make-geocube)" ] }, { @@ -532,7 +532,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3.10.6 64-bit", "language": "python", "name": "python3" }, @@ -546,7 +546,12 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.7" + "version": "3.10.6" + }, + "vscode": { + "interpreter": { + "hash": "e7370f93d1d0cde622a1f8e1c04877d8463912d04d973331ad4851f04de6915a" + } } }, "nbformat": 4, diff --git a/docs/examples/rasterize_function.ipynb b/docs/examples/rasterize_function.ipynb index f69fa91..fe3bfbd 100644 --- a/docs/examples/rasterize_function.ipynb +++ b/docs/examples/rasterize_function.ipynb @@ -13,7 +13,7 @@ "metadata": {}, "outputs": [], "source": [ - "import geopandas as gpd\n", + "import geopandas\n", "\n", "from functools import partial\n", "from geocube.rasterize import rasterize_image\n", @@ -29,7 +29,7 @@ "metadata": {}, "outputs": [], "source": [ - "gdf = gpd.read_file(gpd.datasets.get_path('naturalearth_lowres'))" + "gdf = geopandas.read_file(geopandas.datasets.get_path('naturalearth_lowres'))" ] }, { diff --git a/docs/examples/rasterize_point_data.ipynb b/docs/examples/rasterize_point_data.ipynb index 2679580..50ba524 100644 --- a/docs/examples/rasterize_point_data.ipynb +++ b/docs/examples/rasterize_point_data.ipynb @@ -16,7 +16,7 @@ "import json\n", "from functools import partial\n", "\n", - "import geopandas as gpd\n", + "import geopandas\n", "from shapely.geometry import box, mapping\n", "\n", "from geocube.api.core import make_geocube\n", @@ -38,7 +38,7 @@ "metadata": {}, "outputs": [], "source": [ - "gdf = gpd.read_file(\n", + "gdf = geopandas.read_file(\n", " \"../../test/test_data/input/time_vector_data.geojson\",\n", " crs=\"epsg:4326\"\n", ")" @@ -229,7 +229,7 @@ }, { "data": { - "image/png": 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\n", 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", 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\n", + "image/png": 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", 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", 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\n", 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", 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" ] diff --git a/docs/examples/timestamp_missing_data.ipynb b/docs/examples/timestamp_missing_data.ipynb index 2be4697..3a97693 100644 --- a/docs/examples/timestamp_missing_data.ipynb +++ b/docs/examples/timestamp_missing_data.ipynb @@ -13,7 +13,7 @@ "metadata": {}, "outputs": [], "source": [ - "import geopandas as gpd\n", + "import geopandas\n", "\n", "from geocube.api.core import make_geocube\n", "\n", @@ -33,7 +33,7 @@ "metadata": {}, "outputs": [], "source": [ - "gdf = gpd.read_file(\n", + "gdf = geopandas.read_file(\n", " \"../../test/test_data/input/time_vector_data.geojson\",\n", " crs=\"epsg:4326\",\n", ")" @@ -153,7 +153,7 @@ }, { "data": { - "image/png": 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+ "image/png": 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\n", 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", 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\n", 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", 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" ] diff --git a/docs/examples/zonal_statistics.ipynb b/docs/examples/zonal_statistics.ipynb index 1ce8c87..6e34840 100644 --- a/docs/examples/zonal_statistics.ipynb +++ b/docs/examples/zonal_statistics.ipynb @@ -14,7 +14,7 @@ "metadata": {}, "outputs": [], "source": [ - "import geopandas as gpd\n", + "import geopandas\n", "import numpy\n", "import rioxarray\n", "import xarray\n", @@ -43,7 +43,7 @@ "# https://github.com/corteva/geocube/\n", "# You could also use the full path: \n", "# https://raw.githubusercontent.com/corteva/geocube/master/test/test_data/input/soil_data_group.geojson\n", - "ssurgo_data = gpd.read_file(\"../../test/test_data/input/soil_data_group.geojson\")\n", + "ssurgo_data = geopandas.read_file(\"../../test/test_data/input/soil_data_group.geojson\")\n", "ssurgo_data = ssurgo_data.loc[ssurgo_data.hzdept_r==0]\n", "# convert the key to group to the vector data to an integer as that is one of the\n", "# best data types for this type of mapping. If your data is not integer,\n", diff --git a/geocube/xarray_extensions/vectorxarray.py b/geocube/xarray_extensions/vectorxarray.py index f675eed..9db6fd8 100644 --- a/geocube/xarray_extensions/vectorxarray.py +++ b/geocube/xarray_extensions/vectorxarray.py @@ -1,7 +1,7 @@ """ This module is an extension for xarray to provide support for vector datasets. """ -import geopandas as gpd +import geopandas import numpy import rioxarray # noqa: F401 pylint: disable=unused-import import xarray @@ -68,7 +68,7 @@ def to_geodataframe(self): extra_coords = list(set(list(out_obj.coords)) - {"geometry"}) if extra_coords: out_obj = out_obj.copy().reset_coords(extra_coords) - geodf = gpd.GeoDataFrame(out_obj.to_dataframe().reset_index()) + geodf = geopandas.GeoDataFrame(out_obj.to_dataframe().reset_index()) geodf.crs = self._obj.rio.crs return geodf diff --git a/test/integration/api/test_core_integration.py b/test/integration/api/test_core_integration.py index 6ae6036..23399f2 100644 --- a/test/integration/api/test_core_integration.py +++ b/test/integration/api/test_core_integration.py @@ -2,7 +2,7 @@ import json from functools import partial -import geopandas as gpd +import geopandas import pandas import pytest import xarray @@ -41,8 +41,10 @@ "input_geodata", [ str(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson"), - gpd.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson"), - pandas.DataFrame(gpd.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson")), + geopandas.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson"), + pandas.DataFrame( + geopandas.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson") + ), ], ) def test_make_geocube(input_geodata, tmpdir): @@ -79,7 +81,7 @@ def test_make_geocube(input_geodata, tmpdir): @pytest.mark.parametrize( "input_geodata", - [gpd.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson")], + [geopandas.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson")], ) def test_make_geocube__categorical(input_geodata, tmpdir): input_geodata["soil_type"] = [ @@ -119,7 +121,7 @@ def test_make_geocube__categorical(input_geodata, tmpdir): "input_geodata", [ TEST_INPUT_DATA_DIR / "soil_data_flat.geojson", - gpd.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson"), + geopandas.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson"), ], ) def test_make_geocube__interpolate_na(input_geodata, tmpdir): @@ -162,7 +164,7 @@ def test_make_geocube__interpolate_na(input_geodata, tmpdir): "input_geodata", [ TEST_INPUT_DATA_DIR / "soil_data_flat.geojson", - gpd.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson"), + geopandas.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson"), ], ) def test_make_geocube__like(input_geodata, tmpdir): @@ -198,7 +200,7 @@ def test_make_geocube__like(input_geodata, tmpdir): "input_geodata", [ TEST_INPUT_DATA_DIR / "soil_data_flat.geojson", - gpd.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson"), + geopandas.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson"), ], ) def test_make_geocube__only_resolution(input_geodata, tmpdir): @@ -238,9 +240,9 @@ def test_make_geocube__only_resolution(input_geodata, tmpdir): "input_geodata", [ TEST_INPUT_DATA_DIR / "naive_time_vector_data.geojson", - gpd.read_file(TEST_INPUT_DATA_DIR / "naive_time_vector_data.geojson"), + geopandas.read_file(TEST_INPUT_DATA_DIR / "naive_time_vector_data.geojson"), TEST_INPUT_DATA_DIR / "time_vector_data.geojson", - gpd.read_file(TEST_INPUT_DATA_DIR / "time_vector_data.geojson"), + geopandas.read_file(TEST_INPUT_DATA_DIR / "time_vector_data.geojson"), ], ) def test_make_geocube__convert_time(input_geodata, tmpdir): @@ -307,7 +309,7 @@ def test_make_geocube__like_error_invalid_args(load_extra_kwargs): "input_geodata", [ TEST_INPUT_DATA_DIR / "soil_data_flat.geojson", - gpd.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson"), + geopandas.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson"), ], ) def test_make_geocube__no_measurements(input_geodata, tmpdir): @@ -358,9 +360,9 @@ def test_make_geocube__no_geom(tmpdir): @pytest.mark.parametrize( "input_geodata", [ - gpd.GeoDataFrame(columns=["test_col", "geometry"]), - gpd.GeoDataFrame(), - gpd.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson").drop( + geopandas.GeoDataFrame(columns=["test_col", "geometry"]), + geopandas.GeoDataFrame(), + geopandas.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson").drop( columns="geometry" ), ], @@ -385,7 +387,7 @@ def test_make_geocube__no_resolution_error(): "input_geodata", [ TEST_INPUT_DATA_DIR / "soil_data_group.geojson", - gpd.read_file(TEST_INPUT_DATA_DIR / "soil_data_group.geojson"), + geopandas.read_file(TEST_INPUT_DATA_DIR / "soil_data_group.geojson"), ], ) def test_make_geocube__group_by(input_geodata, tmpdir): @@ -425,7 +427,7 @@ def test_make_geocube__group_by(input_geodata, tmpdir): @pytest.mark.parametrize( "input_geodata", - [gpd.read_file(TEST_INPUT_DATA_DIR / "soil_data_group.geojson")], + [geopandas.read_file(TEST_INPUT_DATA_DIR / "soil_data_group.geojson")], ) def test_make_geocube__group_by__categorical(input_geodata, tmpdir): input_geodata["soil_type"] = [ @@ -470,7 +472,7 @@ def test_make_geocube__group_by__categorical(input_geodata, tmpdir): "input_geodata", [ TEST_INPUT_DATA_DIR / "soil_data_group.geojson", - gpd.read_file(TEST_INPUT_DATA_DIR / "soil_data_group.geojson"), + geopandas.read_file(TEST_INPUT_DATA_DIR / "soil_data_group.geojson"), ], ) def test_make_geocube__group_by_like(input_geodata, tmpdir): @@ -510,7 +512,7 @@ def test_make_geocube__group_by_like(input_geodata, tmpdir): "input_geodata", [ TEST_INPUT_DATA_DIR / "soil_data_group.geojson", - gpd.read_file(TEST_INPUT_DATA_DIR / "soil_data_group.geojson"), + geopandas.read_file(TEST_INPUT_DATA_DIR / "soil_data_group.geojson"), ], ) def test_make_geocube__group_by_only_resolution(input_geodata, tmpdir): @@ -544,7 +546,7 @@ def test_make_geocube__group_by_only_resolution(input_geodata, tmpdir): "input_geodata", [ TEST_INPUT_DATA_DIR / "time_vector_data.geojson", - gpd.read_file(TEST_INPUT_DATA_DIR / "time_vector_data.geojson"), + geopandas.read_file(TEST_INPUT_DATA_DIR / "time_vector_data.geojson"), ], ) def test_make_geocube__group_by_time(input_geodata, tmpdir): @@ -573,7 +575,7 @@ def test_make_geocube__group_by_time(input_geodata, tmpdir): "input_geodata", [ TEST_INPUT_DATA_DIR / "time_vector_data.geojson", - gpd.read_file(TEST_INPUT_DATA_DIR / "time_vector_data.geojson"), + geopandas.read_file(TEST_INPUT_DATA_DIR / "time_vector_data.geojson"), ], ) def test_make_geocube__group_by_convert_with_time(input_geodata, tmpdir): @@ -643,7 +645,7 @@ def test_make_geocube__group_by_like_error_invalid_args(load_extra_kwargs): "input_geodata", [ TEST_INPUT_DATA_DIR / "soil_data_group.geojson", - gpd.read_file(TEST_INPUT_DATA_DIR / "soil_data_group.geojson"), + geopandas.read_file(TEST_INPUT_DATA_DIR / "soil_data_group.geojson"), ], ) def test_make_geocube__group_by_no_measurements(input_geodata, tmpdir): @@ -819,7 +821,7 @@ def test_make_geocube__custom_rasterize_function__filter_null( ], ) def test_make_geocube__minimize_dtype(dtype, fill, expected_type, tmpdir): - gdf = gpd.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson") + gdf = geopandas.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson") gdf["mask"] = 1 gdf["mask"] = gdf["mask"].astype(dtype) out_grid = make_geocube( @@ -849,7 +851,7 @@ def test_rasterize__like_1d(): ) geom_array = make_geocube( - gpd.GeoDataFrame({"in_geom": [1]}, geometry=[geom], crs="epsg:4326"), + geopandas.GeoDataFrame({"in_geom": [1]}, geometry=[geom], crs="epsg:4326"), like=like, ) assert geom_array.rio.transform() == like.rio.transform() diff --git a/test/integration/xarray_extensions/test_integration_xarray_extensions_vectorxarray.py b/test/integration/xarray_extensions/test_integration_xarray_extensions_vectorxarray.py index e799f7f..91c83c8 100644 --- a/test/integration/xarray_extensions/test_integration_xarray_extensions_vectorxarray.py +++ b/test/integration/xarray_extensions/test_integration_xarray_extensions_vectorxarray.py @@ -1,4 +1,4 @@ -import geopandas as gpd +import geopandas import pytest import xarray from dateutil.parser import parse @@ -16,7 +16,7 @@ def assert_test_dataframes_equal(gdf, gdf2): def test_from_geodataframe(): - gdf = gpd.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson") + gdf = geopandas.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson") vxd = vectorxarray.from_geodataframe(gdf) assert all(gdf.geometry == vxd.geometry.values) assert sorted(gdf.columns.tolist() + ["spatial_ref"]) == sorted(vxd.variables) @@ -26,13 +26,13 @@ def test_from_geodataframe(): def test_to_geodataframe(): - gdf = gpd.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson") + gdf = geopandas.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson") gdf2 = vectorxarray.from_geodataframe(gdf).vector.to_geodataframe() assert_test_dataframes_equal(gdf, gdf2) def test_to_netcdf(tmpdir): - gdf = gpd.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson") + gdf = geopandas.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson") vxd = vectorxarray.from_geodataframe(gdf) output_file = tmpdir / "test_vector.nc" vxd.vector.to_netcdf(output_file) @@ -41,7 +41,7 @@ def test_to_netcdf(tmpdir): def test_multidimensional_error(): - gdf = gpd.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson") + gdf = geopandas.read_file(TEST_INPUT_DATA_DIR / "soil_data_flat.geojson") vxd = vectorxarray.from_geodataframe(gdf) vxd2 = vxd.copy() vxd.coords["time"] = parse("20170516T000000")