j40-cejst-2/score/scripts/generate_mbtiles.py

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import os
from pathlib import Path
import shutil
from utils import get_state_fips_codes
data_path = Path.cwd() / "data"
# remove existing mbtiles file
mb_tiles_path = data_path / "tiles" / "block2010.mbtiles"
if os.path.exists(mb_tiles_path):
os.remove(mb_tiles_path)
# remove existing mvt directory
mvt_tiles_path = data_path / "tiles" / "mvt"
if os.path.exists(mvt_tiles_path):
shutil.rmtree(mvt_tiles_path)
# Merge scores into json
# TODO: for this first pass, just merging ACS EJScren indicators
# Per https://github.com/usds/justice40-tool/issues/102
if os.name == "nt":
pwd = "%cd%"
else:
pwd = "${PWD}"
# remove existing score json files
score_geojson_dir = data_path / "score" / "geojson"
files_in_directory = os.listdir(score_geojson_dir)
filtered_files = [file for file in files_in_directory if file.endswith(".json")]
for file in filtered_files:
path_to_file = os.path.join(score_geojson_dir, file)
os.remove(path_to_file)
# join the state shape sqllite with the score csv
state_fips_codes = get_state_fips_codes()
for fips in state_fips_codes:
cmd = (
'docker run --rm -v "'
+ pwd
+ '"/:/home '
+ "osgeo/gdal:alpine-small-latest ogr2ogr -f GeoJSON "
+ f"-sql \"SELECT * FROM tl_2010_{fips}_bg10 LEFT JOIN '/home/data/score/csv/data{fips}.csv'.data{fips} ON tl_2010_{fips}_bg10.GEOID10 = data{fips}.ID\" "
+ f"/home/data/score/geojson/{fips}.json /home/data/census/shp/{fips}/tl_2010_{fips}_bg10.dbf"
)
print(cmd)
os.system(cmd)
# get a list of all json files to plug in the docker commands below
# (workaround since *.json doesn't seem to work)
geojson_list = ""
geojson_path = data_path / "score" / "geojson"
for file in os.listdir(geojson_path):
if file.endswith(".json"):
geojson_list += f"/home/data/score/geojson/{file} "
if geojson_list == "":
print("No GeoJson files found. Please run scripts/download_cbg.py first")
# generate mbtiles file
# PWD is different for Windows
if os.name == "nt":
pwd = "%cd%"
else:
pwd = "${PWD}"
cmd = (
'docker run --rm -it -v "'
+ pwd
+ '"/:/home klokantech/tippecanoe tippecanoe --drop-densest-as-needed -zg -o /home/data/tiles/block2010.mbtiles --extend-zooms-if-still-dropping -l cbg2010 -s_srs EPSG:4269 -t_srs EPSG:4326 '
+ geojson_list
)
print(cmd)
os.system(cmd)
# if AWS creds are present, generate uncompressed toles
# docker run --rm -it -v ${PWD}:/data tippecanoe tippecanoe --no-tile-compression -zg -e /data/tiles_custom -l blocks /data/tabblock2010_01_pophu_joined.json
# PWD is different for Windows
if os.name == "nt":
pwd = "%cd%"
else:
pwd = "${PWD}"
cmd = (
'docker run --rm -it -v "'
+ pwd
+ '"/:/home klokantech/tippecanoe tippecanoe --drop-densest-as-needed --no-tile-compression -zg -e /home/data/tiles/mvt '
+ geojson_list
)
print(cmd)
os.system(cmd)