From 851431a92525be2e745acf1dd7bf2ef2abb5d172 Mon Sep 17 00:00:00 2001 From: Michelle Wang Date: Tue, 21 May 2024 15:50:09 -0400 Subject: [PATCH] Add script to generate GeoJSON file for state and state clusters used in the survey (#17) --- code/assets/survey_states.json | 14921 ++++++++++++++++++++++++++++++ code/assets/us_states.json | 15159 +++++++++++++++++++++++++++++++ code/create_survey_geojson.py | 154 + 3 files changed, 30234 insertions(+) create mode 100644 code/assets/survey_states.json create mode 100644 code/assets/us_states.json create mode 100755 code/create_survey_geojson.py diff --git a/code/assets/survey_states.json b/code/assets/survey_states.json new file mode 100644 index 0000000..8de355b --- /dev/null +++ b/code/assets/survey_states.json @@ -0,0 +1,14921 @@ +{ + "type": "FeatureCollection", + "features": [ + { + "type": "Feature", + "id": "Alabama", + "properties": { + "name": "Alabama" + }, + "geometry": { + "type": "Polygon", + "coordinates": [ + [ + [ + 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= FPATH_OUT_DEFAULT, +) -> dict: + """Create a GeoJSON file for the states and state clusters used in the survey. + + Parameters + ---------- + survey_states_and_clusters : Iterable[str] + State and state cluster names to include in the GeoJSON file. State + cluster names should be in the format "State1, State2, ... (Cluster X)". + fpath_states_json : Path | str, optional + Path to GeoJSON file with standard US states. + By default, will use the one that was + downloaded from https://github.com/PublicaMundi/MappingAPI/blob/master/data/geojson/us-states.json. + fpath_out : Path | str, optional + Path to output GeoJSON file. + + Returns + ------- + dict + GeoJSON of the survey states and state clusters. + + Raises + ------ + RuntimeError + Raised if state clusters cannot be parsed. + """ + # use default paths if none provided + if fpath_states_json is None: + fpath_states_json = FPATH_STATES_JSON_DEFAULT + if fpath_out is None: + fpath_out = FPATH_OUT_DEFAULT + + fpath_states_json = Path(fpath_states_json) + fpath_out = Path(fpath_out) + + # load GeoJSON file + states_json = json.loads(fpath_states_json.read_text()) + + # create mapping for easy access to reference state information + state_info_map = { + info["properties"]["name"]: info for info in states_json["features"] + } + + # split into clusters and states + survey_clusters = [ + state for state in survey_states_and_clusters if "Cluster" in state + ] + survey_states = [ + state + for state in survey_states_and_clusters + if state not in survey_clusters + ] + + # array of feature dictionaries representing geometries + # this will be the main content of the final GeoJSON object + survey_regions_geo_features = [] + + # add single states + for state in survey_states: + print(f"Adding state {state}") + state_info = state_info_map[state] + state_info["id"] = state + del state_info["properties"]["density"] + survey_regions_geo_features.append(state_info) + + # add clusters + for cluster in survey_clusters: + + # get individual state names + try: + clustered_states = ( + re.search("(.*) \\(Cluster", cluster).groups()[0].split(", ") + ) + except Exception as exception: + raise RuntimeError( + f"Could not parse states in cluster {cluster}: {exception}" + ) + + print(f"Adding cluster {cluster}") + cluster_info = None + for clustered_state in clustered_states: + print(f"\tAdding state {clustered_state}") + + # first state in the cluster + if cluster_info is None: + cluster_info = state_info_map[clustered_state] + cluster_info["properties"]["name"] = cluster + cluster_info["id"] = cluster + + # convert into MultiPolygon if needed + if cluster_info["geometry"]["type"] == "Polygon": + cluster_info["geometry"]["type"] = "MultiPolygon" + cluster_info["geometry"]["coordinates"] = [ + cluster_info["geometry"]["coordinates"] + ] + + # subsequent states in the cluster + else: + state_info = state_info_map[clustered_state] + if state_info["geometry"]["type"] == "Polygon": + to_extend = [ + state_info_map[clustered_state]["geometry"][ + "coordinates" + ] + ] + else: + to_extend = state_info_map[clustered_state]["geometry"][ + "coordinates" + ] + cluster_info["geometry"]["coordinates"].extend(to_extend) + + del cluster_info["properties"]["density"] + survey_regions_geo_features.append(cluster_info) + + survey_json = { + "type": "FeatureCollection", + "features": survey_regions_geo_features, + } + fpath_out.write_text(json.dumps(survey_json, indent=4)) + print(f"GeoJSON file written to {fpath_out}") + + return survey_json + + +if __name__ == "__main__": + + fpath_df_states = DPATH_DATA / "survey_results" / "sampledesc_state.tsv" + df_states = pd.read_csv(fpath_df_states, sep="\t") + + create_survey_geojson(df_states["state"].unique())