diff --git a/doc/demo/03-counties-GEO.ipynb b/doc/demo/03-counties-GEO.ipynb index 2986a438..a9d2e968 100644 --- a/doc/demo/03-counties-GEO.ipynb +++ b/doc/demo/03-counties-GEO.ipynb @@ -11,7 +11,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -81,7 +81,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -92,12 +92,12 @@ "• 2015-01-01 to 2015-05-31 (150 days)\n", "• 141 geo nodes\n", "|####################| 100% \n", - "Runtime: 10.842s\n" + "Runtime: 12.686s\n" ] }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -107,7 +107,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] diff --git a/doc/devlog/2024-07-10.ipynb b/doc/devlog/2024-07-10.ipynb new file mode 100644 index 00000000..57a8cab7 --- /dev/null +++ b/doc/devlog/2024-07-10.ipynb @@ -0,0 +1,209 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# devlog 2024-07-10\n", + "\n", + "_author: Trevor Johnson_\n", + "\n", + "Integration test for Census ADRIOs. This notebook ensures that Census data attributes are being fetched correctly by evaluating:\n", + "- Attribute shape\n", + "- Attribute data type\n", + "- Attribute values\n", + "- Attribute sort order" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "from epymorph.data_shape import Shapes\n", + "from epymorph.data_type import CentroidDType\n", + "from epymorph.geo.adrio.census.adrio_census import ADRIOMakerCensus\n", + "from epymorph.geo.spec import Year\n", + "from epymorph.geography.us_census import CountyScope\n", + "from epymorph.simulation import geo_attrib\n", + "\n", + "# make adrios for one attribute from each fetch method\n", + "maker = ADRIOMakerCensus()\n", + "geoids = ['04001', '04003', '04005', '04013', '04017']\n", + "scope = CountyScope.in_counties(geoids)\n", + "time_period = Year(2020)\n", + "attribs = [geo_attrib('population', int, Shapes.N), geo_attrib(\n", + " 'centroid', CentroidDType, Shapes.N), geo_attrib('commuters', int, Shapes.NxN)]\n", + "\n", + "population = maker.make_adrio(attribs[0], scope, time_period)\n", + "centroid = maker.make_adrio(attribs[1], scope, time_period)\n", + "commuters = maker.make_adrio(attribs[2], scope, time_period)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "AC5 attribute validation passed.\n", + "Shapefile attribute validation passed.\n", + "Commuting flows attribute validation passed.\n" + ] + } + ], + "source": [ + "import numpy as np\n", + "\n", + "from epymorph.util import check_ndarray\n", + "\n", + "# validate datatype and shape\n", + "check_ndarray(population.get_value(), dtype=[int], shape=attribs[0].shape.as_tuple(\n", + " len(population.get_value()), time_period.days))\n", + "check_ndarray(centroid.get_value(), dtype=[CentroidDType], shape=attribs[1].shape.as_tuple(\n", + " len(population.get_value()), time_period.days))\n", + "check_ndarray(commuters.get_value(), dtype=[int], shape=attribs[2].shape.as_tuple(\n", + " len(population.get_value()), time_period.days))\n", + "\n", + "# values retrieved manually from Census table B01001\n", + "population_array = [71714, 126442, 142254, 4412779, 110271]\n", + "\n", + "# values calculated manually using polygon centroid formula applied to tygris shapefile polygons\n", + "centroid_array = np.array([(-109.48884962248498, 35.39552879677974),\n", + " (-109.75126313676874, 31.87963708630415),\n", + " (-111.77052095609857, 35.838724829519194),\n", + " (-112.49151143850366, 33.349039435609264),\n", + " (-110.32141934757458, 35.39955033687498)], dtype=CentroidDType)\n", + "\n", + "# values retrieved manually from ACS commuting flows table1 for 2020\n", + "commuters_matrix = [[14190, 0, 149, 347, 1668],\n", + " [0, 43820, 32, 160, 5],\n", + " [99, 17, 59440, 1160, 525],\n", + " [22, 52, 757, 2059135, 240],\n", + " [706, 14, 1347, 592, 30520]]\n", + "\n", + "# validate values and sort order\n", + "if np.array_equal(population_array, population.get_value()):\n", + " print('AC5 attribute validation passed.')\n", + "if np.allclose(centroid_array.tolist(), centroid.get_value().tolist()):\n", + " print('Shapefile attribute validation passed.')\n", + "if np.array_equal(commuters_matrix, commuters.get_value()):\n", + " print('Commuting flows attribute validation passed.')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The following cells caclulate geographic centroids from shapefiles and compare the result to values calculated by shapely." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from io import BytesIO\n", + "from urllib.request import urlopen\n", + "from geopandas import read_file\n", + "\n", + "# load in shapefile data for use in centroid caclulations\n", + "with urlopen(\"https://www2.census.gov/geo/tiger/TIGER2020/COUNTY/tl_2020_us_county.zip\") as f:\n", + " file_buffer = BytesIO()\n", + " file_buffer.write(f.read())\n", + " file_buffer.seek(0)\n", + " gdf = read_file(file_buffer, engine=\"fiona\", ignore_geometry=False,\n", + " include_fields=[\"GEOID\", \"STUSPS\"])\n", + " gdf = gdf[gdf['GEOID'].isin(geoids)]\n", + " gdf.sort_values(by='GEOID', inplace=True)\n", + " geometry = gdf['geometry'].to_list()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[(-109.48884962242164, 35.395528796753005), (-109.75126313669315, 31.87963708628258), (-111.77052095590304, 35.83872482945673), (-112.49151143850068, 33.34903943560914), (-110.32141934752828, 35.39955033686066)]\n" + ] + } + ], + "source": [ + "# centroids as calculated by shapely's centroid property (for reference)\n", + "centroids = [x.centroid.coords[0] for x in gdf['geometry']]\n", + "print(centroids)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[(-109.48884962248498, 35.39552879677974), (-109.75126313676874, 31.87963708630415), (-111.77052095609857, 35.838724829519194), (-112.49151143850366, 33.349039435609264), (-110.32141934757458, 35.39955033687498)]\n" + ] + } + ], + "source": [ + "# calculate centroids manually using polygon centroid formula https://en.wikipedia.org/wiki/Centroid#Of_a_polygon\n", + "centroids = []\n", + "for county in geometry:\n", + " sum = 0.0\n", + " coords = list(county.exterior.coords)\n", + " for point in range(0, len(coords) - 1):\n", + " sum += (coords[point][0] * coords[point + 1][1]) - \\\n", + " (coords[point + 1][0] * coords[point][1])\n", + "\n", + " a = sum * 0.5\n", + "\n", + " xsum = 0.0\n", + " ysum = 0.0\n", + " for point in range(0, len(coords) - 1):\n", + " xsum += (coords[point][0] + coords[point + 1][0]) * ((coords[point][0]\n", + " * coords[point + 1][1]) - (coords[point + 1][0] * coords[point][1]))\n", + " ysum += (coords[point][1] + coords[point + 1][1]) * ((coords[point][0]\n", + " * coords[point + 1][1]) - (coords[point + 1][0] * coords[point][1]))\n", + "\n", + " cx = (1 / (6 * a)) * xsum\n", + " cy = (1 / (6 * a)) * ysum\n", + "\n", + " centroids.append((cx, cy))\n", + "\n", + "print(centroids)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/doc/devlog/README.md b/doc/devlog/README.md index 232eab51..444c09ed 100644 --- a/doc/devlog/README.md +++ b/doc/devlog/README.md @@ -57,6 +57,7 @@ This folder is a handy place to put Jupyter notebooks or other documents which h | 2024-06-03.ipynb | Trevor | | Integration test: using dynamic geos to fetch Census data | | 2024-06-05.ipynb | Meaghan | | A user manual and basic demonstrations of calling LODES ADRIOs | | 2024-06-12.ipynb | Trevor | | Integration test: CSV file ADRIOs | +| 2024-06-12.ipynb | Trevor | ✓ | Integration test: Census ADRIOs | ## Contributing diff --git a/epymorph/geo/adrio/census/adrio_census.py b/epymorph/geo/adrio/census/adrio_census.py index a8ecc196..b2496222 100644 --- a/epymorph/geo/adrio/census/adrio_census.py +++ b/epymorph/geo/adrio/census/adrio_census.py @@ -221,6 +221,7 @@ def fetch_sf(self, scope: CensusScope) -> GeoDataFrame: df = df.rename(columns={'GEOID': 'geoid'}) df = df[df['geoid'].isin(scope.get_node_ids())] + df = df.sort_values(by='geoid') return GeoDataFrame(df)