/
lctn_utils.py
1216 lines (1083 loc) · 43.7 KB
/
lctn_utils.py
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"""
Location Utilities
------------------
Utility functions for querying locations.
Contents
lctn_to_qid_dict,
qid_to_lctn_dict,
incl_lctn_lbls,
incl_lctn_ids,
lctn_lbl_to_qid,
qid_tp_lctn_lbl,
depth_to_col_name,
depth_to_cols,
depth_to_qid_col_name,
depth_to_qid_cols,
find_qid_get_depth,
get_qids_at_depth,
iter_set_dict,
gen_lctns_dict,
derive_depth,
merge_lctn_dicts,
find_key_items
LocationsDict Class
__init__,
__repr__,
__str__,
key_lbls_list,
get_depth,
iter_key_items,
iter_set,
get_qids_at_depth,
_print
"""
from pandas.core.common import flatten
from tqdm.auto import tqdm
from wikirepo import utils
from wikirepo.data import wd_utils
def lctn_to_qid_dict():
"""
Queries a dictionary that links a location's name to its WikiData QID.
"""
return {
"Earth": "Q2",
"Africa": "Q15",
"Antarctica": "Q51",
"Asia": "Q48",
"Europe": "Q46",
"North America": "Q49",
"South America": "Q18",
"Oceania": "Q538",
"Abkhazia": "Q23334",
"Afghanistan": "Q889",
"Albania": "Q222",
"Algeria": "Q262",
"American Samoa": "Q16641",
"Andorra": "Q228",
"Angola": "Q916",
"Anguilla": "Q25228",
"Antigua and Barbuda": "Q781",
"Argentina": "Q414",
"Armenia": "Q399",
"Aruba": "Q21203",
"Australia": "Q408",
"Austria": "Q40",
"Azerbaijan": "Q227",
"Åland Islands": "Q5689",
"Azores": "Q25263",
"Bahrain": "Q398",
"Bangladesh": "Q902",
"Barbados": "Q244",
"Belarus": "Q184",
"Belgium": "Q31",
"Belize": "Q242",
"Benin": "Q962",
"Bermuda": "Q23635",
"Bhutan": "Q917",
"Bolivia": "Q750",
"Bonaire": "Q25396",
"Bosnia and Herzegovina": "Q225",
"Botswana": "Q963",
"Brazil": "Q155",
"British Virgin Islands": "Q25305",
"Brunei": "Q921",
"Bulgaria": "Q219",
"Burkina Faso": "Q965",
"Burundi": "Q967",
"Cambodia": "Q424",
"Cameroon": "Q1009",
"Canada": "Q16",
"Cape Verde": "Q1011",
"Cayman Islands": "Q5785",
"Central African Republic": "Q929",
"Chad": "Q657",
"Chile": "Q298",
"Christmas Island": "Q31063",
"Cocos (Keeling) Islands": "Q36004",
"Colombia": "Q739",
"Comoros": "Q970",
"Cook Islands": "Q26988",
"Costa Rica": "Q800",
"Croatia": "Q224",
"Cuba": "Q241",
"Curaçao": "Q25279",
"Cyprus": "Q229",
"Czech Republic": "Q213",
"Democratic Republic of the Congo": "Q974",
"Denmark": "Q35",
"Djibouti": "Q977",
"Dominica": "Q784",
"Dominican Republic": "Q786",
"East Timor": "Q574",
"East Turkestan": "Q840601",
"Ecuador": "Q736",
"Egypt": "Q79",
"El Salvador": "Q792",
"Equatorial Guinea": "Q983",
"Eritrea": "Q986",
"Estonia": "Q191",
"Eswatini": "Q1050",
"Ethiopia": "Q115",
"Falkland Islands": "Q9648",
"Faroe Islands": "Q4628",
"Federated States of Micronesia": "Q702",
"Fiji": "Q712",
"Finland": "Q33",
"France": "Q142",
"French Polynesia": "Q30971",
"Gabon": "Q1000",
"Georgia": "Q230",
"Germany": "Q183",
"Ghana": "Q117",
"Gibraltar": "Q1410",
"Greece": "Q41",
"Greenland": "Q223",
"Grenada": "Q769",
"Guadeloupe": "Q3118683",
"Guam": "Q16635",
"Guatemala": "Q774",
"Guernsey": "Q25230",
"Guinea": "Q1006",
"Guinea-Bissau": "Q1007",
"Guyana": "Q734",
"Haiti": "Q790",
"Honduras": "Q783",
"Hong Kong": "Q8646",
"Hungary": "Q28",
"Iceland": "Q189",
"India": "Q668",
"Indonesia": "Q252",
"Iran": "Q794",
"Iraq": "Q796",
"Ireland": "Q27",
"Isle of Man": "Q9676",
"Israel": "Q801",
"Italy": "Q38",
"Ivory Coast": "Q1008",
"Jamaica": "Q766",
"Japan": "Q17",
"Jersey": "Q785",
"Jordan": "Q810",
"Kazakhstan": "Q232",
"Kenya": "Q114",
"Kiribati": "Q710",
"Kosovo": "Q1246",
"Kuwait": "Q817",
"Kyrgyzstan": "Q813",
"Laos": "Q819",
"Latvia": "Q211",
"Lebanon": "Q822",
"Lesotho": "Q1013",
"Liberia": "Q1014",
"Libya": "Q1016",
"Liechtenstein": "Q347",
"Lithuania": "Q37",
"Luxembourg": "Q32",
"Madagascar": "Q1019",
"Madeira": "Q26253",
"Malawi": "Q1020",
"Malaysia": "Q833",
"Maldives": "Q826",
"Mali": "Q912",
"Malta": "Q233",
"Marshall Islands": "Q709",
"Martinique": "Q17054",
"Mauritania": "Q1025",
"Mauritius": "Q1027",
"Mayotte": "Q17063",
"Mexico": "Q96",
"Moldova": "Q217",
"Monaco": "Q235",
"Mongolia": "Q711",
"Montenegro": "Q236",
"Montserrat": "Q13353",
"Morocco": "Q1028",
"Mozambique": "Q1029",
"Myanmar": "Q836",
"Namibia": "Q1030",
"Nauru": "Q697",
"Navassa Island": "Q25359",
"Nepal": "Q837",
"Netherlands": "Q55",
"New Caledonia": "Q33788",
"New Zealand": "Q664",
"Nicaragua": "Q811",
"Niger": "Q1032",
"Nigeria": "Q1033",
"Niue": "Q34020",
"Norfolk Island": "Q31057",
"North Korea": "Q423",
"North Macedonia": "Q221",
"Turkish Republic of Northern Cyprus": "Q23681",
"Northern Mariana Islands": "Q16644",
"Norway": "Q20",
"Oman": "Q842",
"Pakistan": "Q843",
"Palau": "Q695",
"State of Palestine": "Q219060",
"Panama": "Q804",
"Papua New Guinea": "Q691",
"Paraguay": "Q733",
"People's Republic of China": "Q148",
"Peru": "Q419",
"Philippines": "Q928",
"Pitcairn Islands": "Q35672",
"Poland": "Q36",
"Portugal": "Q45",
"Puerto Rico": "Q1183",
"Qatar": "Q846",
"Republic of Artsakh": "Q244165",
"Republic of the Congo": "Q971",
"Romania": "Q218",
"Russia": "Q159",
"Rwanda": "Q1037",
"Saba": "Q25528",
"Saint Barthélemy": "Q25362",
"Saint Helena, Ascension and Tristan da Cunha": "Q192184",
"Saint Kitts and Nevis": "Q763",
"Saint Lucia": "Q760",
"Saint Martin": "Q25596",
"Saint Pierre and Miquelon": "Q34617",
"Saint Vincent and the Grenadines": "Q757",
"Samoa": "Q683",
"San Marino": "Q238",
"Saudi Arabia": "Q851",
"Senegal": "Q1041",
"Serbia": "Q403",
"Seychelles": "Q1042",
"Sierra Leone": "Q1044",
"Singapore": "Q334",
"Sint Eustatius": "Q26180",
"Sint Maarten": "Q26273",
"Slovakia": "Q214",
"Slovenia": "Q215",
"Solomon Islands": "Q685",
"Somalia": "Q1045",
"South Africa": "Q258",
"South Georgia and the South Sandwich Islands": "Q35086",
"South Korea": "Q884",
"South Ossetia": "Q23427",
"South Sudan": "Q958",
"Spain": "Q29",
"Sri Lanka": "Q854",
"Sudan": "Q1049",
"Suriname": "Q730",
"Sweden": "Q34",
"Switzerland": "Q39",
"Syria": "Q858",
"São Tomé and Príncipe": "Q1039",
"Taiwan": "Q865",
"Tajikistan": "Q863",
"Tanzania": "Q924",
"Thailand": "Q869",
"The Bahamas": "Q778",
"The Gambia": "Q1005",
"Tibet": "Q17252",
"Togo": "Q945",
"Tokelau": "Q36823",
"Tonga": "Q678",
"Transnistria": "Q907112",
"Trinidad and Tobago": "Q754",
"Tunisia": "Q948",
"Turkey": "Q43",
"Turkmenistan": "Q874",
"Turks and Caicos Islands": "Q18221",
"Tuvalu": "Q672",
"United States Virgin Islands": "Q11703",
"Uganda": "Q1036",
"Ukraine": "Q212",
"United Arab Emirates": "Q878",
"United Kingdom": "Q145",
"United States of America": "Q30",
"Uruguay": "Q77",
"Uzbekistan": "Q265",
"Vanuatu": "Q686",
"Vatican City": "Q237",
"Venezuela": "Q717",
"Vietnam": "Q881",
"Wallis and Futuna": "Q35555",
"Western Sahara": "Q6250",
"Yemen": "Q805",
"Zambia": "Q953",
"Zimbabwe": "Q954",
}
def qid_to_lctn_dict():
"""
Queries a dictionary that links a location's name to its WikiData QID.
Notes
-----
Keys are QIDs, and values are dictionaries of QID labels and their locational level.
This could also be rewritten using Q3624078: sovereign state.
"""
return {
"Q2": {"lbl": "Earth", "lctn_lvl": "world"},
"Q15": {"lbl": "Africa", "lctn_lvl": "continent"},
"Q51": {"lbl": "Antarctica", "lctn_lvl": "continent"},
"Q48": {"lbl": "Asia", "lctn_lvl": "continent"},
"Q46": {"lbl": "Europe", "lctn_lvl": "continent"},
"Q49": {"lbl": "North America", "lctn_lvl": "continent"},
"Q18": {"lbl": "South America", "lctn_lvl": "continent"},
"Q538": {"lbl": "Oceania", "lctn_lvl": "continent"},
"Q23334": {"lbl": "Abkhazia", "lctn_lvl": "region"},
"Q889": {"lbl": "Afghanistan", "lctn_lvl": "country"},
"Q222": {"lbl": "Albania", "lctn_lvl": "country"},
"Q262": {"lbl": "Algeria", "lctn_lvl": "country"},
"Q16641": {"lbl": "American Samoa", "lctn_lvl": "region"},
"Q228": {"lbl": "Andorra", "lctn_lvl": "country"},
"Q916": {"lbl": "Angola", "lctn_lvl": "country"},
"Q25228": {"lbl": "Anguilla", "lctn_lvl": "region"},
"Q781": {"lbl": "Antigua and Barbuda", "lctn_lvl": "country"},
"Q414": {"lbl": "Argentina", "lctn_lvl": "country"},
"Q399": {"lbl": "Armenia", "lctn_lvl": "country"},
"Q21203": {"lbl": "Aruba", "lctn_lvl": "region"},
"Q408": {"lbl": "Australia", "lctn_lvl": "country"},
"Q40": {"lbl": "Austria", "lctn_lvl": "country"},
"Q227": {"lbl": "Azerbaijan", "lctn_lvl": "country"},
"Q5689": {"lbl": "Åland Islands", "lctn_lvl": "region"},
"Q25263": {"lbl": "Azores", "lctn_lvl": "region"},
"Q398": {"lbl": "Bahrain", "lctn_lvl": "country"},
"Q902": {"lbl": "Bangladesh", "lctn_lvl": "country"},
"Q244": {"lbl": "Barbados", "lctn_lvl": "country"},
"Q184": {"lbl": "Belarus", "lctn_lvl": "country"},
"Q31": {"lbl": "Belgium", "lctn_lvl": "country"},
"Q242": {"lbl": "Belize", "lctn_lvl": "country"},
"Q962": {"lbl": "Benin", "lctn_lvl": "country"},
"Q23635": {"lbl": "Bermuda", "lctn_lvl": "region"},
"Q917": {"lbl": "Bhutan", "lctn_lvl": "country"},
"Q750": {"lbl": "Bolivia", "lctn_lvl": "country"},
"Q25396": {"lbl": "Bonaire", "lctn_lvl": "region"},
"Q225": {"lbl": "Bosnia and Herzegovina", "lctn_lvl": "country"},
"Q963": {"lbl": "Botswana", "lctn_lvl": "country"},
"Q155": {"lbl": "Brazil", "lctn_lvl": "country"},
"Q25305": {"lbl": "British Virgin Islands", "lctn_lvl": "region"},
"Q921": {"lbl": "Brunei", "lctn_lvl": "country"},
"Q219": {"lbl": "Bulgaria", "lctn_lvl": "country"},
"Q965": {"lbl": "Burkina Faso", "lctn_lvl": "country"},
"Q967": {"lbl": "Burundi", "lctn_lvl": "country"},
"Q424": {"lbl": "Cambodia", "lctn_lvl": "country"},
"Q1009": {"lbl": "Cameroon", "lctn_lvl": "country"},
"Q16": {"lbl": "Canada", "lctn_lvl": "country"},
"Q1011": {"lbl": "Cape Verde", "lctn_lvl": "country"},
"Q5785": {"lbl": "Cayman Islands", "lctn_lvl": "region"},
"Q929": {"lbl": "Central African Republic", "lctn_lvl": "country"},
"Q657": {"lbl": "Chad", "lctn_lvl": "country"},
"Q298": {"lbl": "Chile", "lctn_lvl": "country"},
"Q148": {"lbl": "People's Republic of China", "lctn_lvl": "country"},
"Q31063": {"lbl": "Christmas Island", "lctn_lvl": "region"},
"Q36004": {"lbl": "Cocos (Keeling) Islands", "lctn_lvl": "region"},
"Q739": {"lbl": "Colombia", "lctn_lvl": "country"},
"Q970": {"lbl": "Comoros", "lctn_lvl": "country"},
"Q26988": {"lbl": "Cook Islands", "lctn_lvl": "region"},
"Q800": {"lbl": "Costa Rica", "lctn_lvl": "country"},
"Q224": {"lbl": "Croatia", "lctn_lvl": "country"},
"Q241": {"lbl": "Cuba", "lctn_lvl": "country"},
"Q25279": {"lbl": "Curaçao", "lctn_lvl": "region"},
"Q229": {"lbl": "Cyprus", "lctn_lvl": "country"},
"Q213": {"lbl": "Czech Republic", "lctn_lvl": "country"},
"Q974": {"lbl": "Democratic Republic of the Congo", "lctn_lvl": "country",},
"Q35": {"lbl": "Denmark", "lctn_lvl": "country"},
"Q977": {"lbl": "Djibouti", "lctn_lvl": "country"},
"Q784": {"lbl": "Dominica", "lctn_lvl": "country"},
"Q786": {"lbl": "Dominican Republic", "lctn_lvl": "country"},
"Q574": {"lbl": "East Timor", "lctn_lvl": "country"},
"Q840601": {"lbl": "East Turkestan", "lctn_lvl": "region"},
"Q736": {"lbl": "Ecuador", "lctn_lvl": "country"},
"Q79": {"lbl": "Egypt", "lctn_lvl": "country"},
"Q792": {"lbl": "El Salvador", "lctn_lvl": "country"},
"Q983": {"lbl": "Equatorial Guinea", "lctn_lvl": "country"},
"Q986": {"lbl": "Eritrea", "lctn_lvl": "country"},
"Q191": {"lbl": "Estonia", "lctn_lvl": "country"},
"Q1050": {"lbl": "Eswatini", "lctn_lvl": "country"},
"Q115": {"lbl": "Ethiopia", "lctn_lvl": "country"},
"Q9648": {"lbl": "Falkland Islands", "lctn_lvl": "region"},
"Q4628": {"lbl": "Faroe Islands", "lctn_lvl": "region"},
"Q702": {"lbl": "Federated States of Micronesia", "lctn_lvl": "country",},
"Q712": {"lbl": "Fiji", "lctn_lvl": "country"},
"Q33": {"lbl": "Finland", "lctn_lvl": "country"},
"Q142": {"lbl": "France", "lctn_lvl": "country"},
"Q30971": {"lbl": "French Polynesia", "lctn_lvl": "region"},
"Q1000": {"lbl": "Gabon", "lctn_lvl": "country"},
"Q230": {"lbl": "Georgia", "lctn_lvl": "country"},
"Q183": {"lbl": "Germany", "lctn_lvl": "country"},
"Q117": {"lbl": "Ghana", "lctn_lvl": "country"},
"Q1410": {"lbl": "Gibraltar", "lctn_lvl": "region"},
"Q41": {"lbl": "Greece", "lctn_lvl": "country"},
"Q223": {"lbl": "Greenland", "lctn_lvl": "region"},
"Q769": {"lbl": "Grenada", "lctn_lvl": "country"},
"Q3118683": {"lbl": "Guadeloupe", "lctn_lvl": "region"},
"Q16635": {"lbl": "Guam", "lctn_lvl": "region"},
"Q774": {"lbl": "Guatemala", "lctn_lvl": "country"},
"Q25230": {"lbl": "Guernsey", "lctn_lvl": "region"},
"Q1006": {"lbl": "Guinea", "lctn_lvl": "country"},
"Q1007": {"lbl": "Guinea-Bissau", "lctn_lvl": "country"},
"Q734": {"lbl": "Guyana", "lctn_lvl": "country"},
"Q790": {"lbl": "Haiti", "lctn_lvl": "country"},
"Q783": {"lbl": "Honduras", "lctn_lvl": "country"},
"Q8646": {"lbl": "Hong Kong", "lctn_lvl": "region"},
"Q28": {"lbl": "Hungary", "lctn_lvl": "country"},
"Q189": {"lbl": "Iceland", "lctn_lvl": "country"},
"Q668": {"lbl": "India", "lctn_lvl": "country"},
"Q252": {"lbl": "Indonesia", "lctn_lvl": "country"},
"Q794": {"lbl": "Iran", "lctn_lvl": "country"},
"Q796": {"lbl": "Iraq", "lctn_lvl": "country"},
"Q27": {"lbl": "Ireland", "lctn_lvl": "country"},
"Q9676": {"lbl": "Isle of Man", "lctn_lvl": "region"},
"Q801": {"lbl": "Israel", "lctn_lvl": "country"},
"Q38": {"lbl": "Italy", "lctn_lvl": "country"},
"Q1008": {"lbl": "Ivory Coast", "lctn_lvl": "country"},
"Q766": {"lbl": "Jamaica", "lctn_lvl": "country"},
"Q17": {"lbl": "Japan", "lctn_lvl": "country"},
"Q785": {"lbl": "Jersey", "lctn_lvl": "region"},
"Q810": {"lbl": "Jordan", "lctn_lvl": "country"},
"Q232": {"lbl": "Kazakhstan", "lctn_lvl": "country"},
"Q114": {"lbl": "Kenya", "lctn_lvl": "country"},
"Q710": {"lbl": "Kiribati", "lctn_lvl": "country"},
"Q1246": {"lbl": "Kosovo", "lctn_lvl": "country"},
"Q817": {"lbl": "Kuwait", "lctn_lvl": "country"},
"Q813": {"lbl": "Kyrgyzstan", "lctn_lvl": "country"},
"Q819": {"lbl": "Laos", "lctn_lvl": "country"},
"Q211": {"lbl": "Latvia", "lctn_lvl": "country"},
"Q822": {"lbl": "Lebanon", "lctn_lvl": "country"},
"Q1013": {"lbl": "Lesotho", "lctn_lvl": "country"},
"Q1014": {"lbl": "Liberia", "lctn_lvl": "country"},
"Q1016": {"lbl": "Libya", "lctn_lvl": "country"},
"Q347": {"lbl": "Liechtenstein", "lctn_lvl": "country"},
"Q37": {"lbl": "Lithuania", "lctn_lvl": "country"},
"Q32": {"lbl": "Luxembourg", "lctn_lvl": "country"},
"Q1019": {"lbl": "Madagascar", "lctn_lvl": "country"},
"Q26253": {"lbl": "Madeira", "lctn_lvl": "region"},
"Q1020": {"lbl": "Malawi", "lctn_lvl": "country"},
"Q833": {"lbl": "Malaysia", "lctn_lvl": "country"},
"Q826": {"lbl": "Maldives", "lctn_lvl": "country"},
"Q912": {"lbl": "Mali", "lctn_lvl": "country"},
"Q233": {"lbl": "Malta", "lctn_lvl": "country"},
"Q709": {"lbl": "Marshall Islands", "lctn_lvl": "country"},
"Q17054": {"lbl": "Martinique", "lctn_lvl": "region"},
"Q1025": {"lbl": "Mauritania", "lctn_lvl": "country"},
"Q1027": {"lbl": "Mauritius", "lctn_lvl": "country"},
"Q17063": {"lbl": "Mayotte", "lctn_lvl": "region"},
"Q96": {"lbl": "Mexico", "lctn_lvl": "country"},
"Q217": {"lbl": "Moldova", "lctn_lvl": "country"},
"Q235": {"lbl": "Monaco", "lctn_lvl": "country"},
"Q711": {"lbl": "Mongolia", "lctn_lvl": "country"},
"Q236": {"lbl": "Montenegro", "lctn_lvl": "country"},
"Q13353": {"lbl": "Montserrat", "lctn_lvl": "region"},
"Q1028": {"lbl": "Morocco", "lctn_lvl": "country"},
"Q1029": {"lbl": "Mozambique", "lctn_lvl": "country"},
"Q836": {"lbl": "Myanmar", "lctn_lvl": "country"},
"Q1030": {"lbl": "Namibia", "lctn_lvl": "country"},
"Q697": {"lbl": "Nauru", "lctn_lvl": "country"},
"Q25359": {"lbl": "Navassa Island", "lctn_lvl": "region"},
"Q837": {"lbl": "Nepal", "lctn_lvl": "country"},
"Q55": {"lbl": "Netherlands", "lctn_lvl": "country"},
"Q33788": {"lbl": "New Caledonia", "lctn_lvl": "region"},
"Q664": {"lbl": "New Zealand", "lctn_lvl": "country"},
"Q811": {"lbl": "Nicaragua", "lctn_lvl": "country"},
"Q1032": {"lbl": "Niger", "lctn_lvl": "country"},
"Q1033": {"lbl": "Nigeria", "lctn_lvl": "country"},
"Q34020": {"lbl": "Niue", "lctn_lvl": "country"},
"Q31057": {"lbl": "Norfolk Island", "lctn_lvl": "region"},
"Q423": {"lbl": "North Korea", "lctn_lvl": "country"},
"Q221": {"lbl": "North Macedonia", "lctn_lvl": "country"},
"Q16644": {"lbl": "Northern Mariana Islands", "lctn_lvl": "region"},
"Q20": {"lbl": "Norway", "lctn_lvl": "country"},
"Q842": {"lbl": "Oman", "lctn_lvl": "country"},
"Q843": {"lbl": "Pakistan", "lctn_lvl": "country"},
"Q695": {"lbl": "Palau", "lctn_lvl": "country"},
"Q219060": {"lbl": "State of Palestine", "lctn_lvl": "country"},
"Q804": {"lbl": "Panama", "lctn_lvl": "country"},
"Q691": {"lbl": "Papua New Guinea", "lctn_lvl": "country"},
"Q733": {"lbl": "Paraguay", "lctn_lvl": "country"},
"Q419": {"lbl": "Peru", "lctn_lvl": "country"},
"Q928": {"lbl": "Philippines", "lctn_lvl": "country"},
"Q35672": {"lbl": "Pitcairn Islands", "lctn_lvl": "region"},
"Q36": {"lbl": "Poland", "lctn_lvl": "country"},
"Q45": {"lbl": "Portugal", "lctn_lvl": "country"},
"Q1183": {"lbl": "Puerto Rico", "lctn_lvl": "region"},
"Q846": {"lbl": "Qatar", "lctn_lvl": "country"},
"Q244165": {"lbl": "Republic of Artsakh", "lctn_lvl": "region"},
"Q971": {"lbl": "Republic of the Congo", "lctn_lvl": "country"},
"Q218": {"lbl": "Romania", "lctn_lvl": "country"},
"Q159": {"lbl": "Russia", "lctn_lvl": "country"},
"Q1037": {"lbl": "Rwanda", "lctn_lvl": "country"},
"Q25528": {"lbl": "Saba", "lctn_lvl": "region"},
"Q25362": {"lbl": "Saint Barthélemy", "lctn_lvl": "region"},
"Q192184": {
"lbl": "Saint Helena, Ascension and Tristan da Cunha",
"lctn_lvl": "region",
},
"Q763": {"lbl": "Saint Kitts and Nevis", "lctn_lvl": "country"},
"Q760": {"lbl": "Saint Lucia", "lctn_lvl": "country"},
"Q25596": {"lbl": "Saint Martin", "lctn_lvl": "region"},
"Q34617": {"lbl": "Saint Pierre and Miquelon", "lctn_lvl": "region"},
"Q757": {"lbl": "Saint Vincent and the Grenadines", "lctn_lvl": "country",},
"Q683": {"lbl": "Samoa", "lctn_lvl": "country"},
"Q238": {"lbl": "San Marino", "lctn_lvl": "country"},
"Q851": {"lbl": "Saudi Arabia", "lctn_lvl": "country"},
"Q1041": {"lbl": "Senegal", "lctn_lvl": "country"},
"Q403": {"lbl": "Serbia", "lctn_lvl": "country"},
"Q1042": {"lbl": "Seychelles", "lctn_lvl": "country"},
"Q1044": {"lbl": "Sierra Leone", "lctn_lvl": "country"},
"Q334": {"lbl": "Singapore", "lctn_lvl": "country"},
"Q26180": {"lbl": "Sint Eustatius", "lctn_lvl": "region"},
"Q26273": {"lbl": "Sint Maarten", "lctn_lvl": "region"},
"Q214": {"lbl": "Slovakia", "lctn_lvl": "country"},
"Q215": {"lbl": "Slovenia", "lctn_lvl": "country"},
"Q685": {"lbl": "Solomon Islands", "lctn_lvl": "country"},
"Q1045": {"lbl": "Somalia", "lctn_lvl": "country"},
"Q258": {"lbl": "South Africa", "lctn_lvl": "country"},
"Q35086": {
"lbl": "South Georgia and the South Sandwich Islands",
"lctn_lvl": "region",
},
"Q884": {"lbl": "South Korea", "lctn_lvl": "country"},
"Q23427": {"lbl": "South Ossetia", "lctn_lvl": "region"},
"Q958": {"lbl": "South Sudan", "lctn_lvl": "country"},
"Q29": {"lbl": "Spain", "lctn_lvl": "country"},
"Q854": {"lbl": "Sri Lanka", "lctn_lvl": "country"},
"Q1049": {"lbl": "Sudan", "lctn_lvl": "country"},
"Q730": {"lbl": "Suriname", "lctn_lvl": "country"},
"Q34": {"lbl": "Sweden", "lctn_lvl": "country"},
"Q39": {"lbl": "Switzerland", "lctn_lvl": "country"},
"Q858": {"lbl": "Syria", "lctn_lvl": "country"},
"Q1039": {"lbl": "São Tomé and Príncipe", "lctn_lvl": "country"},
"Q865": {"lbl": "Taiwan", "lctn_lvl": "country"},
"Q863": {"lbl": "Tajikistan", "lctn_lvl": "country"},
"Q924": {"lbl": "Tanzania", "lctn_lvl": "country"},
"Q869": {"lbl": "Thailand", "lctn_lvl": "country"},
"Q778": {"lbl": "The Bahamas", "lctn_lvl": "country"},
"Q1005": {"lbl": "The Gambia", "lctn_lvl": "country"},
"Q17252": {"lbl": "Tibet", "lctn_lvl": "region"},
"Q945": {"lbl": "Togo", "lctn_lvl": "country"},
"Q36823": {"lbl": "Tokelau", "lctn_lvl": "region"},
"Q678": {"lbl": "Tonga", "lctn_lvl": "country"},
"Q907112": {"lbl": "Transnistria", "lctn_lvl": "region"},
"Q754": {"lbl": "Trinidad and Tobago", "lctn_lvl": "country"},
"Q948": {"lbl": "Tunisia", "lctn_lvl": "country"},
"Q43": {"lbl": "Turkey", "lctn_lvl": "country"},
"Q23681": {"lbl": "Turkish Republic of Northern Cyprus", "lctn_lvl": "region",},
"Q874": {"lbl": "Turkmenistan", "lctn_lvl": "country"},
"Q18221": {"lbl": "Turks and Caicos Islands", "lctn_lvl": "region"},
"Q672": {"lbl": "Tuvalu", "lctn_lvl": "country"},
"Q1036": {"lbl": "Uganda", "lctn_lvl": "country"},
"Q212": {"lbl": "Ukraine", "lctn_lvl": "country"},
"Q878": {"lbl": "United Arab Emirates", "lctn_lvl": "country"},
"Q145": {"lbl": "United Kingdom", "lctn_lvl": "country"},
"Q30": {"lbl": "United States", "lctn_lvl": "country"},
"Q11703": {"lbl": "United States Virgin Islands", "lctn_lvl": "region",},
"Q77": {"lbl": "Uruguay", "lctn_lvl": "country"},
"Q265": {"lbl": "Uzbekistan", "lctn_lvl": "country"},
"Q686": {"lbl": "Vanuatu", "lctn_lvl": "country"},
"Q237": {"lbl": "Vatican City", "lctn_lvl": "country"},
"Q717": {"lbl": "Venezuela", "lctn_lvl": "country"},
"Q881": {"lbl": "Vietnam", "lctn_lvl": "country"},
"Q35555": {"lbl": "Wallis and Futuna", "lctn_lvl": "region"},
"Q6250": {"lbl": "Western Sahara", "lctn_lvl": "region"},
"Q805": {"lbl": "Yemen", "lctn_lvl": "country"},
"Q953": {"lbl": "Zambia", "lctn_lvl": "country"},
"Q954": {"lbl": "Zimbabwe", "lctn_lvl": "country"},
}
def incl_lctn_lbls(lctn_lvls=False):
"""
Queries the included location labels.
Parameters
----------
lctn_lvls : str or list (contains strs)
The level(s) of location to be queried.
Returns
-------
incl_lctns : list (contains strs)
The Wikidata labels corresponding to the provided location level(s).
"""
lctn_lvls = utils._make_var_list(lctn_lvls)[0]
valid_args = ["world", "continent", "country", "region"]
assert sorted(list(set(valid_args) | set(lctn_lvls))) == sorted(valid_args), (
"Invalid levels were provided to the 'lctn_lvls' argument. Valid options are: "
+ ", ".join(valid_args)
+ "."
)
incl_lctns = []
if "world" in lctn_lvls:
incl_lctns.append(
[
lctn
for lctn in lctn_to_qid_dict().keys()
if qid_to_lctn_dict()[lctn_to_qid_dict()[lctn]]["lctn_lvl"] == "world"
]
)
if "continent" in lctn_lvls:
incl_lctns.append(
[
lctn
for lctn in lctn_to_qid_dict().keys()
if qid_to_lctn_dict()[lctn_to_qid_dict()[lctn]]["lctn_lvl"]
== "continent"
]
)
if "country" in lctn_lvls:
incl_lctns.append(
[
lctn
for lctn in lctn_to_qid_dict().keys()
if qid_to_lctn_dict()[lctn_to_qid_dict()[lctn]]["lctn_lvl"] == "country"
]
)
if "region" in lctn_lvls:
incl_lctns.append(
[
lctn
for lctn in lctn_to_qid_dict().keys()
if qid_to_lctn_dict()[lctn_to_qid_dict()[lctn]]["lctn_lvl"] == "region"
]
)
return list(flatten(incl_lctns))
def incl_lctn_ids():
"""
Queries the included location ids.
"""
return list(lctn_to_qid_dict().values())
def lctn_lbl_to_qid(locations):
"""
Returns the Wikidata QID for given location(s).
Parameters
----------
locations : str or list (contains strs)
The label(s) of location(s) to be converted.
Returns
-------
wd_qids : list (contains strs)
The Wikidata QIDs corresponding to the provided location label(s).
"""
locations, was_str_bool = utils._make_var_list(locations)
locations = utils.check_str_args(
arguments=locations, valid_args=lctn_to_qid_dict().keys()
)
wd_qids = [lctn_to_qid_dict()[lctn] for lctn in locations]
return utils._return_given_type(var=wd_qids, var_was_str=was_str_bool)
def qid_to_lctn_lbl(qids):
"""
Returns the Wikidata label for given QID(s).
Parameters
----------
qids : str or list (contains strs)
The QID(s) of location(s) to be converted.
Returns
-------
wd_lbls : list (contains strs)
The Wikidata labels corresponding to the provided location qid(s).
"""
qids, was_str_bool = utils._make_var_list(qids)
for q in qids:
if q not in qid_to_lctn_dict().keys():
print(f"{q} is not a QID that a label can be directly queried for.")
print("Use wd_utils.get_lbl() to load the entity and get its label.")
qids.pop(q)
wd_lbls = [qid_to_lctn_dict()[q]["lbl"] for q in qids]
return utils._return_given_type(var=wd_lbls, var_was_str=was_str_bool)
def depth_to_col_name(depth):
"""
Derives the proper name of the column for locations given a depth.
"""
if depth == 0:
return "location"
else:
return "sub_" * depth + "lctn"
def depth_to_qid_col_name(depth):
"""
Derives the proper name of the column for qids for depth based assignment.
"""
return "sub_" * depth + "qid"
def depth_to_qid_cols(depth):
"""
Derives the proper name of the column for qids for depth based assignment.
"""
return ["sub_" * d + "qid" for d in range(depth + 1)]
def depth_to_cols(depth):
"""
Derives a list of locational columns for data_utils.gen_base_df given a depth.
"""
return list(
flatten(
["location"] + [["sub_" * d + "lctn"] for d in range(depth + 1) if d > 0]
)
)
def find_qid_get_depth(lctns_dict, c=0):
"""
Finds all QIDs and gets their depths.
"""
if isinstance(lctns_dict, dict):
for k, v in lctns_dict.items():
if wd_utils.is_wd_id(k):
yield (k, int(c / 2))
if isinstance(v, dict):
yield from find_qid_get_depth(v, c + 1)
def get_qids_at_depth(lctns_dict, depth=None):
"""
Finds all QIDs at a given depth of a LocationsDict.
"""
all_qid_depths = list(find_qid_get_depth(lctns_dict=lctns_dict, c=0))
return [q[0] for q in all_qid_depths if q[1] == depth]
def iter_set_dict(dictionary, key, sub_key, value):
"""
Iterates until a key is found, and then sets the value (potentially given a sub_key).
"""
for k, v in dictionary.items(): # pylint: disable=unused-variable
if k == key:
if sub_key is None:
dictionary[k] = value
else:
dictionary[k][sub_key] = value
elif isinstance(dictionary[k], dict):
iter_set_dict(dictionary[k], key, sub_key, value)
elif isinstance(dictionary[k], str):
pass
def gen_lctns_dict(
ents_dict=None,
locations=None,
depth=0,
sub_lctns=True,
timespan=None,
interval=None,
# multicore=True,
verbose=True,
):
"""
Generates a dictionary of locations indexed by QIDs.
Notes
-----
'P150' (contains administrative territorial entity) is used to subset.
Parameters
----------
ents_dict : wd_utils.EntitiesDict : optional (default=None)
A dictionary with keys being Wikidata QIDs and values being their entities.
locations : str or list (contains strs) : optional (default=None)
The name of a location or list of location names.
depth : int (default=0, no sub_locations)
The depth from the given lbls or qids that data should go.
Note: this uses 'P150' (contains administrative territorial entity).
sub_lctns : str or list (contains strs) : optional (default=None)
sub_locations to subset by or not subset by adding '~' as the first character.
timespan : two element tuple or list : contains datetime.date or tuple (default=None: (date.today(), date.today()))
A tuple or list that defines the start and end dates to be queried.
Note 1: if True, then the full timespan from 1-1-1 to the current day will be queried.
Note 2: passing a single entry will query for that date only.
interval : str
The time interval over which queries will be made.
Note 1: see data.time_utils for options.
Note 2: if None, then only the most recent data will be queried.
verbose : bool (default=True)
Whether to show a tqdm progress bar for the creation of the dictionary.
Potential later arguments:
multicore : bool or int (default=False)
Whether to make use of multiple processes and threads, and how many to use.
Note: True uses all available cores.
Returns
-------
subs_dict : dict
A dictionary of the given qids as keys and dictionaries of their subsidiaries by 'P150' as items.
"""
pid = "P150"
lctns_dict = LocationsDict()
current_depth = 0
def assign_first_iteration(
ents_dict=None,
lctns_dict=None,
qids=None,
# multicore=True,
verbose=True,
):
"""
Assigns the first level of a LocationsDict.
"""
def get_first_iter_dict(ents_dict, lctns_dict, qid):
lctns_dict[qid] = {"lbl": wd_utils.get_lbl(ents_dict, qid)}
for q in tqdm(
qids, desc="Depth 0 derived", total=len(qids), disable=not verbose
):
get_first_iter_dict(ents_dict, lctns_dict, q)
def assign_another_iteration(
ents_dict=ents_dict,
lctns_dict=lctns_dict,
pid=None,
depth=depth,
current_depth=current_depth,
sub_lctns=sub_lctns,
timespan=timespan,
interval=interval,
# multicore=multicore,
verbose=verbose,
):
"""
Assigns more layers to a LocationsDict after the first.
"""
sub_lctns = utils._make_var_list(sub_lctns)[0]
depth_keys = get_qids_at_depth(lctns_dict=lctns_dict, depth=current_depth)
if interval == None:
# Assuming that the user wants the current sub-locations.
def get_most_frequent_dict(ents_dict, lctns_dict, qid, pid):
"""
Returns sub-locations that don't have 'P582' (end time) or don't have qualifiers at all.
"""
if pid in wd_utils.load_ent(ents_dict, qid)["claims"].keys():
subs_info = {
sub[0]: {"lbl": sub[1]}
for sub in [
[
wd_utils.get_prop_id(ents_dict, qid, pid, i),
wd_utils.get_prop_lbl(ents_dict, qid, pid, i),
]
for i in range(len(wd_utils.get_prop(ents_dict, qid, pid)))
if (
wd_utils.prop_has_qualifiers(ents_dict, qid, pid, i)
and "P582"
not in wd_utils.get_qualifiers(
ents_dict, qid, pid, i
).keys()
)
or not wd_utils.prop_has_qualifiers(ents_dict, qid, pid, i)
]
if (
sub_lctns == True
or (sub_lctns != True and sub[1] in sub_lctns)
or (
sub_lctns != True
and sub[1]
not in [
lctn[1:] for lctn in sub_lctns if lctn[0] == "~"
]
)
)
}
else:
wd_utils.print_not_available(
ents_dict=ents_dict,
qid=qid,
pid=pid,
extra_msg=" to derive sub_lctns",
)
subs_info = {}
iter_set_dict(
dictionary=lctns_dict, key=qid, sub_key="sub_lctns", value=subs_info
)
for q in tqdm(
depth_keys,
desc=f"Depth {current_depth + 1} derived",
total=len(depth_keys),
disable=not verbose,
):
get_most_frequent_dict(ents_dict, lctns_dict, q, pid)
else:
# Find the included times and the timespan for each sub-location element.
def get_valid_timespan_dict(ents_dict, lctns_dict, qid, pid):
"""
Returns the sub-location's id, lbl, and the valid timespan so it can be used in subsetting.
"""
if pid in wd_utils.load_ent(ents_dict, qid)["claims"].keys():
subs_info = {
sub[0]: {"lbl": sub[1], "valid_timespan": sub[2]}
for sub in [
[
wd_utils.get_prop_id(ents_dict, qid, pid, i),
wd_utils.get_prop_lbl(ents_dict, qid, pid, i),
wd_utils.get_prop_timespan_intersection(
ents_dict, qid, pid, i, timespan, interval
),
]
for i in range(len(wd_utils.get_prop(ents_dict, qid, pid)))
]
if (
sub_lctns == True
or (sub_lctns != True and sub[1] in sub_lctns)
or (
sub_lctns != True
and sub[1]
not in [
lctn[1:] for lctn in sub_lctns if lctn[0] == "~"
]
)
)
and sub[2] != None
}
else:
wd_utils.print_not_available(
ents_dict=ents_dict,
qid=qid,
pid=pid,
extra_msg=" to derive sub_lctns",
)
subs_info = {}
iter_set_dict(
dictionary=lctns_dict, key=qid, sub_key="sub_lctns", value=subs_info
)