Spaces:
Running
Running
File size: 13,806 Bytes
ae215ea |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 |
import os, requests
import pycountry_convert as pc
import unicodedata
import pycountry_convert as pc
import warnings
def normalize_country_name(name):
return unicodedata.normalize('NFKD', name).encode('ASCII', 'ignore').decode('ASCII')
def get_continent(country_name):
warnings.filterwarnings("ignore", category=UserWarning, module='pycountry')
continent_code_to_name = {
"AF": "Africa",
"NA": "North America",
"OC": "Oceania",
"AN": "Antarctica",
"AS": "Asia",
"EU": "Europe",
"SA": "South America"
}
try:
normalized_country_name = normalize_country_name(country_name)
# Get country alpha2 code
country_code = pc.country_name_to_country_alpha2(normalized_country_name)
# Get continent code from country alpha2 code
continent_code = pc.country_alpha2_to_continent_code(country_code)
# Map the continent code to continent name
return continent_code_to_name.get(continent_code, '')
except Exception as e:
print(str(e))
return ''
def validate_coordinates_here(tool_GEO, record, replace_if_success_geo=False):
forward_url = 'https://geocode.search.hereapi.com/v1/geocode'
reverse_url = 'https://revgeocode.search.hereapi.com/v1/revgeocode'
pinpoint = ['GEO_city','GEO_county','GEO_state','GEO_country',]
GEO_dict_null = {
'GEO_override_OCR': False,
'GEO_method': '',
'GEO_formatted_full_string': '',
'GEO_decimal_lat': '',
'GEO_decimal_long': '',
'GEO_city': '',
'GEO_county': '',
'GEO_state': '',
'GEO_state_code': '',
'GEO_country': '',
'GEO_country_code': '',
'GEO_continent': '',
}
GEO_dict = {
'GEO_override_OCR': False,
'GEO_method': '',
'GEO_formatted_full_string': '',
'GEO_decimal_lat': '',
'GEO_decimal_long': '',
'GEO_city': '',
'GEO_county': '',
'GEO_state': '',
'GEO_state_code': '',
'GEO_country': '',
'GEO_country_code': '',
'GEO_continent': '',
}
GEO_dict_rev = {
'GEO_override_OCR': False,
'GEO_method': '',
'GEO_formatted_full_string': '',
'GEO_decimal_lat': '',
'GEO_decimal_long': '',
'GEO_city': '',
'GEO_county': '',
'GEO_state': '',
'GEO_state_code': '',
'GEO_country': '',
'GEO_country_code': '',
'GEO_continent': '',
}
GEO_dict_rev_verbatim = {
'GEO_override_OCR': False,
'GEO_method': '',
'GEO_formatted_full_string': '',
'GEO_decimal_lat': '',
'GEO_decimal_long': '',
'GEO_city': '',
'GEO_county': '',
'GEO_state': '',
'GEO_state_code': '',
'GEO_country': '',
'GEO_country_code': '',
'GEO_continent': '',
}
GEO_dict_forward = {
'GEO_override_OCR': False,
'GEO_method': '',
'GEO_formatted_full_string': '',
'GEO_decimal_lat': '',
'GEO_decimal_long': '',
'GEO_city': '',
'GEO_county': '',
'GEO_state': '',
'GEO_state_code': '',
'GEO_country': '',
'GEO_country_code': '',
'GEO_continent': '',
}
GEO_dict_forward_locality = {
'GEO_override_OCR': False,
'GEO_method': '',
'GEO_formatted_full_string': '',
'GEO_decimal_lat': '',
'GEO_decimal_long': '',
'GEO_city': '',
'GEO_county': '',
'GEO_state': '',
'GEO_state_code': '',
'GEO_country': '',
'GEO_country_code': '',
'GEO_continent': '',
}
if not tool_GEO:
return record, GEO_dict_null
else:
# For production
query_forward = ', '.join(filter(None, [record.get('municipality', '').strip(),
record.get('county', '').strip(),
record.get('stateProvince', '').strip(),
record.get('country', '').strip()])).strip()
query_forward_locality = ', '.join(filter(None, [record.get('locality', '').strip(),
record.get('municipality', '').strip(),
record.get('county', '').strip(),
record.get('stateProvince', '').strip(),
record.get('country', '').strip()])).strip()
query_reverse = ','.join(filter(None, [record.get('decimalLatitude', '').strip(),
record.get('decimalLongitude', '').strip()])).strip()
query_reverse_verbatim = record.get('verbatimCoordinates', '').strip()
'''
#For testing
# query_forward = 'Ann bor, michign'
query_forward = 'michigan'
query_forward_locality = 'Ann bor, michign'
# query_gps = "42 N,-83 W" # cannot have any spaces
# query_reverse_verbatim = "42.278366,-83.744718" # cannot have any spaces
query_reverse_verbatim = "42,-83" # cannot have any spaces
query_reverse = "42,-83" # cannot have any spaces
# params = {
# 'q': query_loc,
# 'apiKey': os.environ['HERE_API_KEY'],
# }'''
params_rev = {
'at': query_reverse,
'apiKey': os.environ['HERE_API_KEY'],
'lang': 'en',
}
params_reverse_verbatim = {
'at': query_reverse_verbatim,
'apiKey': os.environ['HERE_API_KEY'],
'lang': 'en',
}
params_forward = {
'q': query_forward,
'apiKey': os.environ['HERE_API_KEY'],
'lang': 'en',
}
params_forward_locality = {
'q': query_forward_locality,
'apiKey': os.environ['HERE_API_KEY'],
'lang': 'en',
}
### REVERSE
# If there are two string in the coordinates, try a reverse first based on the literal coordinates
response = requests.get(reverse_url, params=params_rev)
if response.status_code == 200:
data = response.json()
if data.get('items'):
first_result = data['items'][0]
GEO_dict_rev['GEO_method'] = 'HERE_Geocode_reverse'
GEO_dict_rev['GEO_formatted_full_string'] = first_result.get('title', '')
GEO_dict_rev['GEO_decimal_lat'] = first_result['position']['lat']
GEO_dict_rev['GEO_decimal_long'] = first_result['position']['lng']
address = first_result.get('address', {})
GEO_dict_rev['GEO_city'] = address.get('city', '')
GEO_dict_rev['GEO_county'] = address.get('county', '')
GEO_dict_rev['GEO_state'] = address.get('state', '')
GEO_dict_rev['GEO_state_code'] = address.get('stateCode', '')
GEO_dict_rev['GEO_country'] = address.get('countryName', '')
GEO_dict_rev['GEO_country_code'] = address.get('countryCode', '')
GEO_dict_rev['GEO_continent'] = get_continent(address.get('countryName', ''))
### REVERSE Verbatim
# If there are two string in the coordinates, try a reverse first based on the literal coordinates
if GEO_dict_rev['GEO_city']: # If the reverse was successful, pass
GEO_dict = GEO_dict_rev
else:
response = requests.get(reverse_url, params=params_reverse_verbatim)
if response.status_code == 200:
data = response.json()
if data.get('items'):
first_result = data['items'][0]
GEO_dict_rev_verbatim['GEO_method'] = 'HERE_Geocode_reverse_verbatimCoordinates'
GEO_dict_rev_verbatim['GEO_formatted_full_string'] = first_result.get('title', '')
GEO_dict_rev_verbatim['GEO_decimal_lat'] = first_result['position']['lat']
GEO_dict_rev_verbatim['GEO_decimal_long'] = first_result['position']['lng']
address = first_result.get('address', {})
GEO_dict_rev_verbatim['GEO_city'] = address.get('city', '')
GEO_dict_rev_verbatim['GEO_county'] = address.get('county', '')
GEO_dict_rev_verbatim['GEO_state'] = address.get('state', '')
GEO_dict_rev_verbatim['GEO_state_code'] = address.get('stateCode', '')
GEO_dict_rev_verbatim['GEO_country'] = address.get('countryName', '')
GEO_dict_rev_verbatim['GEO_country_code'] = address.get('countryCode', '')
GEO_dict_rev_verbatim['GEO_continent'] = get_continent(address.get('countryName', ''))
### FORWARD
### Try forward, if failes, try reverse using deci, then verbatim
if GEO_dict_rev['GEO_city']: # If the reverse was successful, pass
GEO_dict = GEO_dict_rev
elif GEO_dict_rev_verbatim['GEO_city']:
GEO_dict = GEO_dict_rev_verbatim
else:
response = requests.get(forward_url, params=params_forward)
if response.status_code == 200:
data = response.json()
if data.get('items'):
first_result = data['items'][0]
GEO_dict_forward['GEO_method'] = 'HERE_Geocode_forward'
GEO_dict_forward['GEO_formatted_full_string'] = first_result.get('title', '')
GEO_dict_forward['GEO_decimal_lat'] = first_result['position']['lat']
GEO_dict_forward['GEO_decimal_long'] = first_result['position']['lng']
address = first_result.get('address', {})
GEO_dict_forward['GEO_city'] = address.get('city', '')
GEO_dict_forward['GEO_county'] = address.get('county', '')
GEO_dict_forward['GEO_state'] = address.get('state', '')
GEO_dict_forward['GEO_state_code'] = address.get('stateCode', '')
GEO_dict_forward['GEO_country'] = address.get('countryName', '')
GEO_dict_forward['GEO_country_code'] = address.get('countryCode', '')
GEO_dict_forward['GEO_continent'] = get_continent(address.get('countryName', ''))
### FORWARD locality
### Try forward, if failes, try reverse using deci, then verbatim
if GEO_dict_rev['GEO_city']: # If the reverse was successful, pass
GEO_dict = GEO_dict_rev
elif GEO_dict_rev_verbatim['GEO_city']:
GEO_dict = GEO_dict_rev_verbatim
elif GEO_dict_forward['GEO_city']:
GEO_dict = GEO_dict_forward
else:
response = requests.get(forward_url, params=params_forward_locality)
if response.status_code == 200:
data = response.json()
if data.get('items'):
first_result = data['items'][0]
GEO_dict_forward_locality['GEO_method'] = 'HERE_Geocode_forward_locality'
GEO_dict_forward_locality['GEO_formatted_full_string'] = first_result.get('title', '')
GEO_dict_forward_locality['GEO_decimal_lat'] = first_result['position']['lat']
GEO_dict_forward_locality['GEO_decimal_long'] = first_result['position']['lng']
address = first_result.get('address', {})
GEO_dict_forward_locality['GEO_city'] = address.get('city', '')
GEO_dict_forward_locality['GEO_county'] = address.get('county', '')
GEO_dict_forward_locality['GEO_state'] = address.get('state', '')
GEO_dict_forward_locality['GEO_state_code'] = address.get('stateCode', '')
GEO_dict_forward_locality['GEO_country'] = address.get('countryName', '')
GEO_dict_forward_locality['GEO_country_code'] = address.get('countryCode', '')
GEO_dict_forward_locality['GEO_continent'] = get_continent(address.get('countryName', ''))
# print(json.dumps(GEO_dict,indent=4))
# Pick the most detailed version
# if GEO_dict_rev['GEO_formatted_full_string'] and GEO_dict_forward['GEO_formatted_full_string']:
for loc in pinpoint:
rev = GEO_dict_rev.get(loc,'')
forward = GEO_dict_forward.get(loc,'')
forward_locality = GEO_dict_forward_locality.get(loc,'')
rev_verbatim = GEO_dict_rev_verbatim.get(loc,'')
if not rev and not forward and not forward_locality and not rev_verbatim:
pass
elif rev:
GEO_dict = GEO_dict_rev
break
elif forward:
GEO_dict = GEO_dict_forward
break
elif forward_locality:
GEO_dict = GEO_dict_forward_locality
break
elif rev_verbatim:
GEO_dict = GEO_dict_rev_verbatim
break
else:
GEO_dict = GEO_dict_null
if GEO_dict['GEO_formatted_full_string'] and replace_if_success_geo:
GEO_dict['GEO_override_OCR'] = True
record['country'] = GEO_dict.get('GEO_country')
record['stateProvince'] = GEO_dict.get('GEO_state')
record['county'] = GEO_dict.get('GEO_county')
record['municipality'] = GEO_dict.get('GEO_city')
# print(json.dumps(GEO_dict,indent=4))
return record, GEO_dict
if __name__ == "__main__":
validate_coordinates_here(None) |