From a51433d8bfb731f6cb7dc189c3f411b4b98294ab Mon Sep 17 00:00:00 2001 From: Alissa Date: Thu, 19 Sep 2024 23:27:23 -0400 Subject: [PATCH] tests: create_points.py unit tests (#74) * tests * test: invoke clirunner, use pathlib, randomize test values, specify exception * style: lint * chore: document how test assets is generated in test_create_points --- tests/assets/test_gdf.shp | 287 ++++++++++++++++++++++++++++++++++++ tests/test_create_points.py | 94 +++++++++++- 2 files changed, 380 insertions(+), 1 deletion(-) create mode 100644 tests/assets/test_gdf.shp diff --git a/tests/assets/test_gdf.shp b/tests/assets/test_gdf.shp new file mode 100644 index 0000000..588b612 --- /dev/null +++ b/tests/assets/test_gdf.shp @@ -0,0 +1,287 @@ +{ +"type": "FeatureCollection", +"name": "test_gdf", +"crs": { "type": "name", "properties": { "name": "urn:ogc:def:crs:OGC:1.3:CRS84" } }, +"features": [ +{ "type": "Feature", "properties": { "osm_id": 17967640, "osm_type": "ways_line", "width": null, 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-85.6159249, 41.9589533 ], [ -85.6158923, 41.959089 ], [ -85.6157358, 41.959364 ] ] } }, +{ "type": "Feature", "properties": { "osm_id": 17965778, "osm_type": "ways_line", "width": null, "name": "Canal Street", "highway": "residential", "layer": null, "oneway": null, "surface": null, "tunnel": null, "bridge": null, "smoothness": null }, "geometry": { "type": "LineString", "coordinates": [ [ -85.6173696, 41.9381886 ], [ -85.6179654, 41.938187 ], [ -85.6189467, 41.9381843 ], [ -85.620013, 41.9381814 ], [ -85.6211299, 41.9381784 ], [ -85.62232, 41.9381751 ], [ -85.6235512, 41.9381718 ], [ -85.6248019, 41.9381684 ], [ -85.62569, 41.938166 ] ] } } +] +} diff --git a/tests/test_create_points.py b/tests/test_create_points.py index 56d2174..b593e9d 100644 --- a/tests/test_create_points.py +++ b/tests/test_create_points.py @@ -1,6 +1,20 @@ +from pathlib import Path +import shutil + +import geopandas as gpd +import numpy as np +import pytest +from shapely import LineString, MultiPoint, geometry from typer.testing import CliRunner -from src.create_points import app +from src.create_points import ( + DEFAULT_HIGHWAY_VALUES_TO_KEEP, + DEFAULT_MINI_DIST, + app, + create_points, + filter_by_highway_type, + interpolate_along_line, +) runner = CliRunner(mix_stderr=False) @@ -14,3 +28,81 @@ def test_help(): "Create a dataset of interpolated points along OpenStreetMap roads." in result.output ) + + +def test_filter_by_highway_type_error(): + bad_df = gpd.GeoDataFrame(columns=["not_highway"]) + with pytest.raises(Exception): + filter_by_highway_type(bad_df, []) + + +def test_filter_by_highway_type(): + highway_vals = np.random.choice(DEFAULT_HIGHWAY_VALUES_TO_KEEP, size=10).tolist() + drop_highway_vals = ["drop_value_1", "drop_value_2", "drop_value_3"] + df = gpd.GeoDataFrame({"highway": highway_vals + drop_highway_vals}) + filtered_df = filter_by_highway_type(df) + assert all(val in DEFAULT_HIGHWAY_VALUES_TO_KEEP for val in filtered_df["highway"]) + + +def test_interpolate_along_line(): + test_line = LineString(np.random.rand(2, 2)) + test_dist = 0.2 + new_coords = interpolate_along_line(test_line, test_dist) + assert isinstance(new_coords, MultiPoint) + assert len(new_coords.geoms) == int(test_line.length / test_dist) + + +@pytest.mark.parametrize("invalid_value", [None, geometry.Point((1, 1))]) +def test_create_points_error(invalid_value): + test_df = gpd.read_file("tests/assets/test_gdf.shp").head() + test_df.loc[0, "geometry"] = invalid_value + with pytest.raises(ValueError): + create_points(test_df, 20) + + +def test_create_points(): + """ + Note: 'test_gdf.shp' test asset is generated by running + Three_Rivers_Michigan_USA_line.zip through main() and saving + out the data in its state before create_points() is called. + """ + test_df = gpd.read_file("tests/assets/test_gdf.shp").head() + output_df = create_points(test_df, 20) + assert set(output_df.columns) == set(["osm_id", "highway", "geometry"]) + assert (output_df.geom_type == "Point").all() + assert output_df.crs == "EPSG:4326" + + +@pytest.mark.parametrize( + "mini_dist,drop_null,highway_types", + [ + (DEFAULT_MINI_DIST, False, DEFAULT_HIGHWAY_VALUES_TO_KEEP), + (DEFAULT_MINI_DIST, True, DEFAULT_HIGHWAY_VALUES_TO_KEEP), + (DEFAULT_MINI_DIST, False, DEFAULT_HIGHWAY_VALUES_TO_KEEP[:2]), + ], +) +def test_main(mini_dist, drop_null, highway_types): + Path("tests/tmp").mkdir(exist_ok=True) + in_filepath = "tests/assets/test_gdf.shp" + out_filepath = "tests/tmp/test_gdf_out.shp" + + args = [ + in_filepath, + out_filepath, + "--mini-dist", + mini_dist, + "--highway-type", + highway_types, + ] + + if drop_null: + args.append("--drop-null") + + runner.invoke(app, args) + output_gdf = gpd.read_file(out_filepath) + + assert output_gdf.crs == "EPSG:4326" + assert all(val in highway_types for val in output_gdf["highway"]) + if drop_null: + assert not output_gdf.geometry.isnull().values.any() + shutil.rmtree("tests/tmp")