Assigned Geo Ids for KGZ

kgz_geo.py

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+from utils import *
+
+import geopandas as gpd
+import pandas as pd
+import shutil
+import os
+
+DATA_PATH = str(os.path.abspath(os.path.join(__file__ ,"../../.."))) + "/data/KGZ/kgz_edufac_unicef_shp/"
+kgz_ef = gpd.read_file(DATA_PATH + "kgz_edufac_unicef.shp")
+
+kgz_ef = kgz_ef[["school_loc", "Longitude", "Latitude", "school_nam","school_ID"]]
+kgz_ef.columns = ["address", "longitude", "latitude", "school_name","deped_id"]
+kgz_ef = kgz_ef[kgz_ef["longitude"] != 0]
+kgz_ef = kgz_ef[kgz_ef["latitude"] != 0]
+
+# Generate GEO ID's
+kgz_ef = kgz_ef.reset_index()
+kgz_ef['geo_id'] = kgz_ef['index'].apply(lambda x: 'KGZ-{0:0>6}'.format(x))
+kgz_ef = kgz_ef[["geo_id", "deped_id", "school_name", "latitude", "longitude","address"]]
+
+
+longs = kgz_ef["longitude"].values
+lats = kgz_ef["latitude"].values
+
+# Geocode to ADM levels
+iso = "KGZ"
+kgz_ef["adm0"] = iso
+cols = ["geo_id", "deped_id", "school_name", "adm0", "address"]
+for adm in range(1, 4):
+
+    try:
+        cols += ["adm" + str(adm)]
+        downloadGB(iso, str(adm), ".")
+        shp = gpd.read_file(getGBpath(iso, f"ADM{str(adm)}", "."))
+        kgz_ef = gpd.GeoDataFrame(kgz_ef, geometry = gpd.points_from_xy(kgz_ef.longitude, kgz_ef.latitude))
+        kgz_ef = gpd.tools.sjoin(kgz_ef, shp, how = "left").rename(columns = {"shapeName": "adm" + str(adm)})[cols]
+        kgz_ef["longitude"] = longs
+        kgz_ef["latitude"] = lats
+        print(kgz_ef.head())
+
+    except Exception as e:
+
+        kgz_ef["adm" + str(adm)] = None
+        print(e)
+
+
+kgz_ef = kgz_ef[["geo_id","deped_id","school_name","address","adm0","adm1","adm2","adm3","longitude","latitude"]]
+
+kgz_ef.to_csv("/Users/heatherbaier/Documents/geo_git/files_for_db/geo/kgz_geo.csv", index = False)
+
+gdf = gpd.GeoDataFrame(
+    kgz_ef,
+    geometry = gpd.points_from_xy(
+        x = kgz_ef.longitude,
+        y = kgz_ef.latitude,
+        crs = 'EPSG:4326', # or: crs = pyproj.CRS.from_user_input(4326)
+    )
+
+)
+
+if not os.path.exists("/Users/heatherbaier/Documents/geo_git/files_for_db/shps/kgz/"):
+    os.mkdir("/Users/heatherbaier/Documents/geo_git/files_for_db/shps/kgz/")
+
+gdf.to_file("/Users/heatherbaier/Documents/geo_git/files_for_db/shps/kgz/kgz.shp", index = False)
+
+shutil.make_archive("/Users/heatherbaier/Documents/geo_git/files_for_db/shps/kgz", 'zip', "/Users/heatherbaier/Documents/geo_git/files_for_db/shps/kgz")
+