How to use like method in Sure

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users_analytics.py

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1from pyspark import SparkConf, SparkContext2import sys,re,math,os,gzip,uuid,datetime3assert sys.version_info >= (3, 5) # make sure we have Python 3.5+4from pyspark.sql import SparkSession, functions, types, Row5spark = SparkSession.builder.appName('StackExchange Data Loader').config("spark.executor.memory", "70g").config("spark.driver.memory", "50g").config("spark.memory.offHeap.enabled",'true').config("spark.memory.offHeap.size","16g").getOrCreate()6assert spark.version >= '2.3' # make sure we have Spark 2.3+7sc = spark.sparkContext8def main(inputs):9 # Read Users table10 users = spark.read.parquet(inputs).repartition(96)11 # Read ISO codes for country12 iso_codes = spark.read.csv("/user/cmandava/countrycodes.csv",header=True).select(functions.col('Name').alias('Country'),functions.col("country-code").alias('Countrycode')).cache()13 14 users.createOrReplaceTempView("users")15 users = spark.sql(" SELECT Reputation, \16 DisplayName AS Name, \17 Id AS UserId, \18 CASE \19 WHEN UPPER(Location) LIKE '%ADELAIDE%' THEN 'Australia' \20 WHEN UPPER(Location) LIKE '%AFGHANISTAN%' THEN 'Afghanistan' \21 WHEN UPPER(Location) LIKE '%AGGIELAND%' THEN 'United States' \22 WHEN UPPER(Location) LIKE '%AHEMEDABABD%' THEN 'India' \23 WHEN UPPER(Location) LIKE '%AHMEDABAD%' THEN 'India' \24 WHEN UPPER(Location) LIKE '%AJMER%' THEN 'India' \25 WHEN UPPER(Location) LIKE '%ALABAMA%' THEN 'United States' \26 WHEN UPPER(Location) LIKE '%ALASKA%' THEN 'United States' \27 WHEN UPPER(Location) LIKE '%ALBANIA%' THEN 'Albania' \28 WHEN UPPER(Location) LIKE '%ALBERTA%' THEN 'Alberta' \29 WHEN UPPER(Location) LIKE '%ALGERIA%' THEN 'Algeria' \30 WHEN UPPER(Location) LIKE '%ALICANTE%' THEN 'Spain' \31 WHEN UPPER(Location) LIKE '%AMERICAN SAMOA%' THEN 'United States' \32 WHEN UPPER(Location) LIKE '%AMMAN%' THEN 'Jordan' \33 WHEN UPPER(Location) LIKE '%AMSTERDAM%' THEN 'Netherlands' \34 WHEN UPPER(Location) LIKE '%ANDORRA%' THEN 'Andorra' \35 WHEN UPPER(Location) LIKE '%ANKARA%' THEN 'Turkey' \36 WHEN UPPER(Location) LIKE '%ANTARCTIC%' THEN 'Antarctica' \37 WHEN UPPER(Location) LIKE '%ANTIGUA AND BARBUDA%' THEN 'United Kingdom' \38 WHEN UPPER(Location) LIKE '%ARGENTINA%' THEN 'Argentina' \39 WHEN UPPER(Location) LIKE '%ARIZONA%' THEN 'United States' \40 WHEN UPPER(Location) LIKE '%ARKANSAS%' THEN 'United States' \41 WHEN UPPER(Location) LIKE '%ARLINGTON VA%' THEN 'United States' \42 WHEN UPPER(Location) LIKE '%ARMENIA%' THEN 'Armenia' \43 WHEN UPPER(Location) LIKE '%ARUBA%' THEN 'Netherlands' \44 WHEN UPPER(Location) LIKE '%ASTURIES%' THEN 'Spain' \45 WHEN UPPER(Location) LIKE '%AUCKLAND%' THEN 'New Zealand' \46 WHEN UPPER(Location) LIKE '%AUSTRALIA%' THEN 'Australia' \47 WHEN UPPER(Location) LIKE '%AUSTRIA%' THEN 'Austria' \48 WHEN UPPER(Location) LIKE '%AZERBAIJAN%' THEN 'Azerbaijan' \49 WHEN UPPER(Location) LIKE '%BAHAMAS%' THEN 'Bahamas' \50 WHEN UPPER(Location) LIKE '%BAHRAIN%' THEN 'Bahrain' \51 WHEN UPPER(Location) LIKE '%BANGALORE%' THEN 'India' \52 WHEN UPPER(Location) LIKE '%THAILAND%' THEN 'Thailand' \53 WHEN UPPER(Location) LIKE '%BANGLADESH%' THEN 'Bangladesh' \54 WHEN UPPER(Location) LIKE '%BANGLORE%' THEN 'India' \55 WHEN UPPER(Location) LIKE '%BARBADOS%' THEN 'Barbados' \56 WHEN UPPER(Location) LIKE '%BARCELONA%' THEN 'Spain' \57 WHEN UPPER(Location) LIKE '%BARODA%' THEN 'India' \58 WHEN UPPER(Location) LIKE '%BATTARAMULLA%' THEN 'Sri Lanka' \59 WHEN UPPER(Location) LIKE '%BEIJING%' THEN 'China' \60 WHEN UPPER(Location) LIKE '%BELARUS%' THEN 'Belarus' \61 WHEN UPPER(Location) LIKE '%BELGIUM%' THEN 'Belgium' \62 WHEN UPPER(Location) LIKE '%BELIZE%' THEN 'United Kingdom' \63 WHEN UPPER(Location) LIKE '%BENGALURU%' THEN 'India' \64 WHEN UPPER(Location) LIKE '%BENIN%' THEN 'Benin' \65 WHEN UPPER(Location) LIKE '%BERLIN%' THEN 'Germany' \66 WHEN UPPER(Location) LIKE '%BERMUDA%' THEN 'United Kingdom' \67 WHEN UPPER(Location) LIKE '%BHILWARA%' THEN 'India' \68 WHEN UPPER(Location) LIKE '%BHOPAL%' THEN 'India' \69 WHEN UPPER(Location) LIKE '%BHUBNESHWAR%' THEN 'India' \70 WHEN UPPER(Location) LIKE '%BHUTAN%' THEN 'Bhutan' \71 WHEN UPPER(Location) LIKE '%BISHOP AUCKLAND%' THEN 'United Kingdom' \72 WHEN UPPER(Location) LIKE '%BOLIVIA%' THEN 'Bolivia' \73 WHEN UPPER(Location) LIKE '%BOLOGNA%' THEN 'Italia' \74 WHEN UPPER(Location) LIKE '%BOSNIA%' THEN 'Bosnia and Herzegovina' \75 WHEN UPPER(Location) LIKE '%BOSTON%' THEN 'United States' \76 WHEN UPPER(Location) LIKE '%BOTSWANA%' THEN 'Botswana' \77 WHEN UPPER(Location) LIKE '%BRASIL%' THEN 'Brazil' \78 WHEN UPPER(Location) LIKE '%BRAZIL%' THEN 'Brazil' \79 WHEN UPPER(Location) LIKE '%BREMEN%' THEN 'Germany' \80 WHEN UPPER(Location) LIKE '%BRIBIE ISLAND%' THEN 'Australia' \81 WHEN UPPER(Location) LIKE '%BRIGHTON & HOVE%' THEN 'United Kingdom' \82 WHEN UPPER(Location) LIKE '%BRITISH COLUMBIA%' THEN 'Canada' \83 WHEN UPPER(Location) LIKE '%BRUNEI%' THEN 'United Kingdom' \84 WHEN UPPER(Location) LIKE '%BRUXELLES%' THEN 'Belgium' \85 WHEN UPPER(Location) LIKE '%BUDAPEST%' THEN 'Hungary' \86 WHEN UPPER(Location) LIKE '%BULGARIA%' THEN 'Bulgaria' \87 WHEN UPPER(Location) LIKE '%BURSA%' THEN 'Turkey' \88 WHEN UPPER(Location) LIKE '%CALIFORNIA%' THEN 'United States' \89 WHEN UPPER(Location) LIKE '%CAMBODIA%' THEN 'Cambodia' \90 WHEN UPPER(Location) LIKE '%CAMBRIDGE,UK%' THEN 'United Kingdom' \91 WHEN UPPER(Location) LIKE '%CAMEROON%' THEN 'Cameroon' \92 WHEN UPPER(Location) LIKE '%CANADA%' THEN 'Canada' \93 WHEN UPPER(Location) LIKE '%CANTABURY UK%' THEN 'United Kingdom' \94 WHEN UPPER(Location) LIKE '%CARIBBEAN%' THEN 'Caribbean' \95 WHEN UPPER(Location) LIKE '%CATALONIA%' THEN 'Spain' \96 WHEN UPPER(Location) LIKE '%CAYMAN ISLANDS%' THEN 'United Kingdom' \97 WHEN UPPER(Location) LIKE '%CHANDIGARH%' THEN 'India' \98 WHEN UPPER(Location) LIKE '%CHANDIGHAR%' THEN 'India' \99 WHEN UPPER(Location) LIKE '%CHANDIGHARH%' THEN 'India' \100 WHEN UPPER(Location) LIKE '%CHARLOTTE%' THEN 'United States' \101 WHEN UPPER(Location) LIKE '%CHENNAI%' THEN 'India' \102 WHEN UPPER(Location) LIKE '%CHICAGO%' THEN 'United States' \103 WHEN UPPER(Location) LIKE '%CHICOUTIMI%' THEN 'Canada' \104 WHEN UPPER(Location) LIKE '%CHILE%' THEN 'Chile' \105 WHEN UPPER(Location) LIKE '%CHINA%' THEN 'China' \106 WHEN UPPER(Location) LIKE '%CHITWAN%' THEN 'Nepal' \107 WHEN UPPER(Location) LIKE '%CHRISTCHURCH%' THEN 'New Zealand' \108 WHEN UPPER(Location) LIKE '%COLOMBIA%' THEN 'Colombia' \109 WHEN UPPER(Location) LIKE '%COLORADO%' THEN 'United States' \110 WHEN UPPER(Location) LIKE '%CONGO%' THEN 'Republic of the Congo' \111 WHEN UPPER(Location) LIKE '%CONNECTICUT%' THEN 'United States' \112 WHEN UPPER(Location) LIKE '%CORSICA%' THEN 'France' \113 WHEN UPPER(Location) LIKE '%COSTA RICA%' THEN 'Costa Rica' \114 WHEN UPPER(Location) LIKE '%COUMBIA SC%' THEN 'United States' \115 WHEN UPPER(Location) LIKE '%CROATIA%' THEN 'Croatia' \116 WHEN UPPER(Location) LIKE '%CUBA%' THEN 'Cuba' \117 WHEN UPPER(Location) LIKE '%CYPRUS%' THEN 'Cyprus' \118 WHEN UPPER(Location) LIKE '%CZECH%' THEN 'Czech Republic ' \119 WHEN UPPER(Location) LIKE '%DEHRADUN%' THEN 'India' \120 WHEN UPPER(Location) LIKE '%DELAWARE%' THEN 'United States' \121 WHEN UPPER(Location) LIKE '%DELHI%' THEN 'India' \122 WHEN UPPER(Location) LIKE '%DENMARK%' THEN 'Denmark' \123 WHEN UPPER(Location) LIKE '%DISTRICT OF COLUMBIA%' THEN 'United States' \124 WHEN UPPER(Location) LIKE '%DOMBIVLI%' THEN 'India' \125 WHEN UPPER(Location) LIKE '%DOMINICAN REPUBLIC%' THEN 'Dominican Republic' \126 WHEN UPPER(Location) LIKE '%DUBAI%' THEN 'United Arab Emirates' \127 WHEN UPPER(Location) LIKE '%DUBLIN%' THEN 'United Kingdom' \128 WHEN UPPER(Location) LIKE '%EASTER ISLAND%' THEN 'Chile' \129 WHEN UPPER(Location) LIKE '%ECUADOR%' THEN 'Ecuador' \130 WHEN UPPER(Location) LIKE '%EDINBURGH%' THEN 'United Kingdom' \131 WHEN UPPER(Location) LIKE '%EGYPT%' THEN 'Egypt' \132 WHEN UPPER(Location) LIKE '%EL SALVADOR%' THEN 'El Salvador' \133 WHEN UPPER(Location) LIKE '%EN_GB%' THEN 'United Kingdom' \134 WHEN UPPER(Location) LIKE '%ENGLAND%' THEN 'United Kingdom' \135 WHEN UPPER(Location) LIKE '%ESTONIA%' THEN 'Estonia' \136 WHEN UPPER(Location) LIKE '%ETHIOPIA%' THEN 'Ethiopia' \137 WHEN UPPER(Location) LIKE '%EYGPT%' THEN 'Egypt' \138 WHEN UPPER(Location) LIKE '%FABRIANO%' THEN 'Italy' \139 WHEN UPPER(Location) LIKE '%FAROE ISLANDS%' THEN 'Faroe Islands' \140 WHEN UPPER(Location) LIKE '%FIJI%' THEN 'Fiji' \141 WHEN UPPER(Location) LIKE '%FINLAND%' THEN 'Finland' \142 WHEN UPPER(Location) LIKE '%FRANCE%' THEN 'France' \143 WHEN UPPER(Location) LIKE '%FREMANTLE%' THEN 'Australia' \144 WHEN UPPER(Location) LIKE '%FRENCH RIVIERA%' THEN 'France' \145 WHEN UPPER(Location) LIKE '%GANDHINAGAR%' THEN 'India' \146 WHEN UPPER(Location) LIKE '%GEORGIA%' THEN 'Georgia' \147 WHEN UPPER(Location) LIKE '%GERMANY%' THEN 'Germany' \148 WHEN UPPER(Location) LIKE '%GERMNAY%' THEN 'Germany' \149 WHEN UPPER(Location) LIKE '%GHANA%' THEN 'Ghana' \150 WHEN UPPER(Location) LIKE '%GIBRALTAR%' THEN 'United Kingdom' \151 WHEN UPPER(Location) LIKE '%GOLD COAST%' THEN 'Australia' \152 WHEN UPPER(Location) LIKE '%GREECE%' THEN 'Greece' \153 WHEN UPPER(Location) LIKE '%GREENLAND%' THEN 'Denmark' \154 WHEN UPPER(Location) LIKE '%GUATEMALA%' THEN 'Guatemala' \155 WHEN UPPER(Location) LIKE '%GUELPH%' THEN 'Canada' \156 WHEN UPPER(Location) LIKE '%GURGAON%' THEN 'India' \157 WHEN UPPER(Location) LIKE '%GUYANA%' THEN 'Guyana' \158 WHEN UPPER(Location) LIKE '%HAMBURG%' THEN 'Germany' \159 WHEN UPPER(Location) LIKE '%HAWAI%' THEN 'Hawaii' \160 WHEN UPPER(Location) LIKE '%HO CHI MINH CITY%' THEN 'China' \161 WHEN UPPER(Location) LIKE '%HOBART%' THEN 'Australia' \162 WHEN UPPER(Location) LIKE '%HOLLYWOOD%' THEN 'United States' \163 WHEN UPPER(Location) LIKE '%HONDURAS%' THEN 'Honduras' \164 WHEN UPPER(Location) LIKE '%HONG KONG%' THEN 'China' \165 WHEN UPPER(Location) LIKE '%HONGKONG%' THEN 'China' \166 WHEN UPPER(Location) LIKE '%HUNGARY%' THEN 'Hungary' \167 WHEN UPPER(Location) LIKE '%HYDERABAD%' THEN 'India' \168 WHEN UPPER(Location) LIKE '%ICELAND%' THEN 'Iceland' \169 WHEN UPPER(Location) LIKE '%IDAHO%' THEN 'United States' \170 WHEN UPPER(Location) LIKE '%ILLINOIS%' THEN 'United States' \171 WHEN UPPER(Location) LIKE '%INDIA%' THEN 'India' \172 WHEN UPPER(Location) LIKE '%INDONESIA%' THEN 'Indonesia' \173 WHEN UPPER(Location) LIKE '%INDORE%' THEN 'India' \174 WHEN UPPER(Location) LIKE '%IOWA%' THEN 'United States' \175 WHEN UPPER(Location) LIKE '%IRAN%' THEN 'Iran' \176 WHEN UPPER(Location) LIKE '%IRAQ%' THEN 'Iraq' \177 WHEN UPPER(Location) LIKE '%IRELAND%' THEN 'United Kingdom' \178 WHEN UPPER(Location) LIKE '%ISLE OF MAN%' THEN 'United Kingdom' \179 WHEN UPPER(Location) LIKE '%ISRAEL%' THEN 'Israel' \180 WHEN UPPER(Location) LIKE '%ISTANBUL%' THEN 'Turkey' \181 WHEN UPPER(Location) LIKE '%ITALIA%' THEN 'Italy' \182 WHEN UPPER(Location) LIKE '%RAJASTHAN%' THEN 'India' \183 WHEN UPPER(Location) LIKE '%JAKARTA%' THEN 'Indonesia' \184 WHEN UPPER(Location) LIKE '%JAMAICA%' THEN 'Jamaica' \185 WHEN UPPER(Location) LIKE '%JAMKALYANPUR%' THEN 'India' \186 WHEN UPPER(Location) LIKE '%JAPAN%' THEN 'Japan' \187 WHEN UPPER(Location) LIKE '%JORDAN%' THEN 'Jordan' \188 WHEN UPPER(Location) LIKE '%KAMPALA%' THEN 'Uganda' \189 WHEN UPPER(Location) LIKE '%KAMPOT%' THEN 'Cambodia' \190 WHEN UPPER(Location) LIKE '%KANSAS%' THEN 'United States' \191 WHEN UPPER(Location) LIKE '%KARACHI%' THEN 'Pakistan' \192 WHEN UPPER(Location) LIKE '%KASHAN%' THEN 'Iran' \193 WHEN UPPER(Location) LIKE '%KATHMANDU%' THEN 'Nepala' \194 WHEN UPPER(Location) LIKE '%KAZAKHSTAN%' THEN 'Kazakhstan' \195 WHEN UPPER(Location) LIKE '%KENTUCKY%' THEN 'United States' \196 WHEN UPPER(Location) LIKE '%KENYA%' THEN 'Kenya' \197 WHEN UPPER(Location) LIKE '%KERALA%' THEN 'India' \198 WHEN UPPER(Location) LIKE '%KHARKOV%' THEN 'Ukraine' \199 WHEN UPPER(Location) LIKE '%KIEV%' THEN 'Ukraine' \200 WHEN UPPER(Location) LIKE '%KOREA%' THEN 'South Korea' \201 WHEN UPPER(Location) LIKE '%KRASNOYARSK%' THEN 'Russia' \202 WHEN UPPER(Location) LIKE '%KUWAIT%' THEN 'Kuwait' \203 WHEN UPPER(Location) LIKE '%KYIV%' THEN 'Ukraine' \204 WHEN UPPER(Location) LIKE '%KYRGYZSTAN%' THEN 'Kyrgyzstan' \205 WHEN UPPER(Location) LIKE '%LAHORE%' THEN 'Pakistan' \206 WHEN UPPER(Location) LIKE '%LATVIA%' THEN 'Latvia' \207 WHEN UPPER(Location) LIKE '%LEBANON%' THEN 'Lebanon' \208 WHEN UPPER(Location) LIKE '%LIBYA%' THEN 'Libya' \209 WHEN UPPER(Location) LIKE '%LIECHTENSTEIN%' THEN 'Liechtenstein' \210 WHEN UPPER(Location) LIKE '%LINDENWOLD NJ%' THEN 'United States' \211 WHEN UPPER(Location) LIKE '%LISBON%' THEN 'Portugal' \212 WHEN UPPER(Location) LIKE '%LITHUANIA%' THEN 'Lithuania' \213 WHEN UPPER(Location) LIKE '%LONDON%' THEN 'United Kingdom' \214 WHEN UPPER(Location) LIKE '%LONG ISLAND%' THEN 'United States' \215 WHEN UPPER(Location) LIKE '%LOS ANGELES%' THEN 'United States' \216 WHEN UPPER(Location) LIKE '%LOUISIANA%' THEN 'United States' \217 WHEN UPPER(Location) LIKE '%LUDHIANA%' THEN 'India' \218 WHEN UPPER(Location) LIKE '%LUXEMBOURG%' THEN 'Luxembourg' \219 WHEN UPPER(Location) LIKE '%LYON%' THEN 'France' \220 WHEN UPPER(Location) LIKE '%MACEDONIA%' THEN 'Macedonia' \221 WHEN UPPER(Location) LIKE '%MADURAI%' THEN 'India' \222 WHEN UPPER(Location) LIKE '%MAINE%' THEN 'United States' \223 WHEN UPPER(Location) LIKE '%MAKATI CITY%' THEN 'Philippines' \224 WHEN UPPER(Location) LIKE '%MALAYSIA%' THEN 'Malaysia' \225 WHEN UPPER(Location) LIKE '%MALDIVES%' THEN 'Maldives' \226 WHEN UPPER(Location) LIKE '%MALTA%' THEN 'Malta' \227 WHEN UPPER(Location) LIKE '%MANCHESTER%' THEN 'United Kingdom' \228 WHEN UPPER(Location) LIKE '%MARTINIQUE%' THEN 'France' \229 WHEN UPPER(Location) LIKE '%MARYLAND%' THEN 'United States' \230 WHEN UPPER(Location) LIKE '%MASHHAD%' THEN 'Iran' \231 WHEN UPPER(Location) LIKE '%MASSACHUSETTS%' THEN 'United States' \232 WHEN UPPER(Location) LIKE '%MAURITANIA%' THEN 'Mauritania' \233 WHEN UPPER(Location) LIKE '%MAURITIUS%' THEN 'Mauritius' \234 WHEN UPPER(Location) LIKE '%MEHRSHAHR%' THEN 'Iran' \235 WHEN UPPER(Location) LIKE '%METAXOURGIO%' THEN 'Greece' \236 WHEN UPPER(Location) LIKE '%MEXICO%' THEN 'Mexico' \237 WHEN UPPER(Location) LIKE '%MICHIGAN%' THEN 'United States' \238 WHEN UPPER(Location) LIKE '%MIDS. UK%' THEN 'United Kingdom' \239 WHEN UPPER(Location) LIKE '%MILAN%' THEN 'Italy' \240 WHEN UPPER(Location) LIKE '%MINNESOTA%' THEN 'United States' \241 WHEN UPPER(Location) LIKE '%MISSISSIPPI%' THEN 'United States' \242 WHEN UPPER(Location) LIKE '%MISSOURI%' THEN 'United States' \243 WHEN UPPER(Location) LIKE '%MOLDOVA%' THEN 'Moldova' \244 WHEN UPPER(Location) LIKE '%MONGOLIA%' THEN 'Mongolia' \245 WHEN UPPER(Location) LIKE '%MONTANA%' THEN 'United States' \246 WHEN UPPER(Location) LIKE '%MONTENEGRO%' THEN 'Montenegro' \247 WHEN UPPER(Location) LIKE '%MONTREAL%' THEN 'Canada' \248 WHEN UPPER(Location) LIKE '%MOROCCO%' THEN 'Morocco' \249 WHEN UPPER(Location) LIKE '%MOSCOW%' THEN 'Russia' \250 WHEN UPPER(Location) LIKE '%MOZAMBIQUE%' THEN 'Mozambique' \251 WHEN UPPER(Location) LIKE '%MULUND%' THEN 'India' \252 WHEN UPPER(Location) LIKE '%MUMBAI%' THEN 'India' \253 WHEN UPPER(Location) LIKE '%MUNICH%' THEN 'Germany' \254 WHEN UPPER(Location) LIKE '%MYANMAR%' THEN 'Myanmar' \255 WHEN UPPER(Location) LIKE '%NAMIBIA%' THEN 'Namibia' \256 WHEN UPPER(Location) LIKE '%NANKUNSHAN%' THEN 'China' \257 WHEN UPPER(Location) LIKE '%NAPOLI%' THEN 'Italy' \258 WHEN UPPER(Location) LIKE '%NASHIK%' THEN 'India' \259 WHEN UPPER(Location) LIKE '%NEBRASKA%' THEN 'United States' \260 WHEN UPPER(Location) LIKE '%NEPAL%' THEN 'Nepal' \261 WHEN UPPER(Location) LIKE '%NETHERLANDS%' THEN 'Netherlands' \262 WHEN UPPER(Location) LIKE '%NEVADA%' THEN 'United States' \263 WHEN UPPER(Location) LIKE '%NEW CALEDONIA%' THEN 'New Caledonia' \264 WHEN UPPER(Location) LIKE '%NEW DELHI%' THEN 'India' \265 WHEN UPPER(Location) LIKE '%NEW ENGLAND%' THEN 'United States' \266 WHEN UPPER(Location) LIKE '%NEW HAMPSHIRE%' THEN 'United States' \267 WHEN UPPER(Location) LIKE '%NEW JERSEY%' THEN 'United States' \268 WHEN UPPER(Location) LIKE '%NEW MALDEN%' THEN 'United Kingdom' \269 WHEN UPPER(Location) LIKE '%NEW MEXICO%' THEN 'United States' \270 WHEN UPPER(Location) LIKE '%NEW YORK%' THEN 'United States' \271 WHEN UPPER(Location) LIKE '%NEW ZEALAND%' THEN 'New Zealand' \272 WHEN UPPER(Location) LIKE '%NEWCASTLE%' THEN 'United Kingdom' \273 WHEN UPPER(Location) LIKE '%NICARAGUA%' THEN 'Nicaragua' \274 WHEN UPPER(Location) LIKE '%NIGER%' THEN 'Niger' \275 WHEN UPPER(Location) LIKE '%NIGERIA%' THEN 'Nigeria' \276 WHEN UPPER(Location) LIKE '%NOIDA%' THEN 'India' \277 WHEN UPPER(Location) LIKE '%NORTH AMERICA%' THEN 'United States' \278 WHEN UPPER(Location) LIKE '%NORTH CAROLINA%' THEN 'United States' \279 WHEN UPPER(Location) LIKE '%NORTH DAKOTA%' THEN 'United States' \280 WHEN UPPER(Location) LIKE '%NORTH LOUISIANA%' THEN 'United States' \281 WHEN UPPER(Location) LIKE '%NORTH RHINE-WESTPHALIA%' THEN 'Germany' \282 WHEN UPPER(Location) LIKE '%NORTH WALES%' THEN 'United Kingdom' \283 WHEN UPPER(Location) LIKE '%NORWAY%' THEN 'Norway' \284 WHEN UPPER(Location) LIKE '%NOTTINGHAM%' THEN 'United Kingdom' \285 WHEN UPPER(Location) LIKE '%OHIO%' THEN 'United States' \286 WHEN UPPER(Location) LIKE '%OKLAHOMA%' THEN 'United States' \287 WHEN UPPER(Location) LIKE '%OMAN%' THEN 'Oman' \288 WHEN UPPER(Location) LIKE '%ONTARIO%' THEN 'United States' \289 WHEN UPPER(Location) LIKE '%OREGON%' THEN 'United States' \290 WHEN UPPER(Location) LIKE '%PAKISTAN%' THEN 'Pakistan' \291 WHEN UPPER(Location) LIKE '%PALESTIN%' THEN 'Palestinian' \292 WHEN UPPER(Location) LIKE '%PANAMA%' THEN 'Panama' \293 WHEN UPPER(Location) LIKE '%PARAGUAY%' THEN 'Paraguay' \294 WHEN UPPER(Location) LIKE '%PARIS%' THEN 'France' \295 WHEN UPPER(Location) LIKE '%PATNA%' THEN 'India' \296 WHEN UPPER(Location) LIKE '%PEMBURY%' THEN 'United Kingdom' \297 WHEN UPPER(Location) LIKE '%PENANG%' THEN 'Malaysia' \298 WHEN UPPER(Location) LIKE '%PENNSYLVANIA%' THEN 'United States' \299 WHEN UPPER(Location) LIKE '%PERU%' THEN 'Peru' \300 WHEN UPPER(Location) LIKE '%PETERBOROUGH%' THEN 'United Kingdom' \301 WHEN UPPER(Location) LIKE '%PHILIPPINES%' THEN 'Philippines' \302 WHEN UPPER(Location) LIKE '%PITTSBURGH%' THEN 'United States' \303 WHEN UPPER(Location) LIKE '%POLAND%' THEN 'Poland' \304 WHEN UPPER(Location) LIKE '%PONDICHERRY%' THEN 'India' \305 WHEN UPPER(Location) LIKE '%PORTUGAL%' THEN 'Portugal' \306 WHEN UPPER(Location) LIKE '%PRAGUE%' THEN 'Czech Republic ' \307 WHEN UPPER(Location) LIKE '%PROVIDENCE RI%' THEN 'United States' \308 WHEN UPPER(Location) LIKE '%PUERTO RICO%' THEN 'Puerto Rico' \309 WHEN UPPER(Location) LIKE '%PUNE%' THEN 'India' \310 WHEN UPPER(Location) LIKE '%QATAR%' THEN 'Qatar' \311 WHEN UPPER(Location) LIKE '%QUAD CITIES%' THEN 'United States' \312 WHEN UPPER(Location) LIKE '%QUEBEC%' THEN 'Canada' \313 WHEN UPPER(Location) LIKE '%RAJKOT%' THEN 'India' \314 WHEN UPPER(Location) LIKE '%RHODE ISLAND%' THEN 'United States' \315 WHEN UPPER(Location) LIKE '%ROCHESTER NY%' THEN 'United States' \316 WHEN UPPER(Location) LIKE '%ROCKY MOUNTAINS%' THEN 'United States' \317 WHEN UPPER(Location) LIKE '%ROMANIA%' THEN 'Romania' \318 WHEN UPPER(Location) LIKE '%ROME%' THEN 'Italy' \319 WHEN UPPER(Location) LIKE '%RUSSIA%' THEN 'Russia' \320 WHEN UPPER(Location) LIKE '%SAI GON - VIET NAM%' THEN 'Vietnam' \321 WHEN UPPER(Location) LIKE '%SAINT-PETERSBURG%' THEN 'Russia' \322 WHEN UPPER(Location) LIKE '%SALEM OR%' THEN 'United States' \323 WHEN UPPER(Location) LIKE '%SALT LAKE CITY%' THEN 'United States' \324 WHEN UPPER(Location) LIKE '%SAMOA%' THEN 'Samoa' \325 WHEN UPPER(Location) LIKE '%SAN MARINO%' THEN 'San Marino' \326 WHEN UPPER(Location) LIKE '%SANDTON%' THEN 'South Africa' \327 WHEN UPPER(Location) LIKE '%SAO PAULO%' THEN 'Brazil' \328 WHEN UPPER(Location) LIKE '%SAUDI ARABIA%' THEN 'Saudi Arabia' \329 WHEN UPPER(Location) LIKE '%SAUERLAND%' THEN 'Germany' \330 WHEN UPPER(Location) LIKE '%SCOTLAND%' THEN 'United Kingdom' \331 WHEN UPPER(Location) LIKE '%SENEGAL%' THEN 'Senegal' \332 WHEN UPPER(Location) LIKE '%SERBIA%' THEN 'Serbia' \333 WHEN UPPER(Location) LIKE '%SEYCHELLES%' THEN 'Seychelles' \334 WHEN UPPER(Location) LIKE '%SHANDONG%' THEN 'China' \335 WHEN UPPER(Location) LIKE '%SHANGHAI%' THEN 'China' \336 WHEN UPPER(Location) LIKE '%SIBERIA%' THEN 'Russia' \337 WHEN UPPER(Location) LIKE '%SIERRA LEONE%' THEN 'Sierra Leone' \338 WHEN UPPER(Location) LIKE '%SILICON VALLEY%' THEN 'United States' \339 WHEN UPPER(Location) LIKE '%SINCELEJO%' THEN 'Colombia' \340 WHEN UPPER(Location) LIKE '%SINGAPORE%' THEN 'Singapore' \341 WHEN UPPER(Location) LIKE '%SLOVAKIA%' THEN 'Slovakia' \342 WHEN UPPER(Location) LIKE '%SLOVENIA%' THEN 'Slovenia' \343 WHEN UPPER(Location) LIKE '%SOCAL%' THEN 'United States' \344 WHEN UPPER(Location) LIKE '%SOLNA%' THEN 'Sweden' \345 WHEN UPPER(Location) LIKE '%SOUTH AFFRICA%' THEN 'South Africa' \346 WHEN UPPER(Location) LIKE '%SOUTH AFRICA%' THEN 'South Africa' \347 WHEN UPPER(Location) LIKE '%SOUTH AFRIKA%' THEN 'South Africa' \348 WHEN UPPER(Location) LIKE '%SOUTH CAROLINA%' THEN 'United States' \349 WHEN UPPER(Location) LIKE '%SOUTH DAKOTA%' THEN 'United States' \350 WHEN UPPER(Location) LIKE '%SPAIN%' THEN 'Spain' \351 WHEN UPPER(Location) LIKE '%SRI LANKA%' THEN 'Sri Lanka' \352 WHEN UPPER(Location) LIKE '%SUDAN%' THEN 'Sudan' \353 WHEN UPPER(Location) LIKE '%SURAT%' THEN 'India' \354 WHEN UPPER(Location) LIKE '%SUTTON%' THEN 'Canada' \355 WHEN UPPER(Location) LIKE '%SVALBARD AND JAN MAYEN%' THEN 'Norway' \356 WHEN UPPER(Location) LIKE '%SWANSEA%' THEN 'United Kingdom' \357 WHEN UPPER(Location) LIKE '%SWAZILAND%' THEN 'Swaziland' \358 WHEN UPPER(Location) LIKE '%SWEDEN%' THEN 'Sweden' \359 WHEN UPPER(Location) LIKE '%SWITZERLAND%' THEN 'Switzerland' \360 WHEN UPPER(Location) LIKE '%SWIZERLAND%' THEN 'Swizerland' \361 WHEN UPPER(Location) LIKE '%SYDNEY%' THEN 'Australia' \362 WHEN UPPER(Location) LIKE '%SYRIA%' THEN 'Syria' \363 WHEN UPPER(Location) LIKE '%TAIWAN%' THEN 'Taiwan' \364 WHEN UPPER(Location) LIKE '%TAJIKISTAN%' THEN 'Tajikistan' \365 WHEN UPPER(Location) LIKE '%TAKANINI%' THEN 'New Zealand' \366 WHEN UPPER(Location) LIKE '%TAMIL NADU%' THEN 'India' \367 WHEN UPPER(Location) LIKE '%TANZANIA%' THEN 'Tanzania' \368 WHEN UPPER(Location) LIKE '%TEHRAN%' THEN 'Iran' \369 WHEN UPPER(Location) LIKE '%TENNESSEE%' THEN 'United States' \370 WHEN UPPER(Location) LIKE '%TEXAS%' THEN 'United States' \371 WHEN UPPER(Location) LIKE '%THAILAND%' THEN 'Thailand' \372 WHEN UPPER(Location) LIKE '%THAILAND%' THEN 'Thailand' \373 WHEN UPPER(Location) LIKE '%THESSALONIKI%' THEN 'Greece' \374 WHEN UPPER(Location) LIKE '%TIZNIT%' THEN 'Morocco' \375 WHEN UPPER(Location) LIKE '%TOGO%' THEN 'Togo' \376 WHEN UPPER(Location) LIKE '%TORONTO%' THEN 'Canada' \377 WHEN UPPER(Location) LIKE '%TRENTO%' THEN 'Italy' \378 WHEN UPPER(Location) LIKE '%TRINIAD AND TOBAGO%' THEN 'Trinidad and Tobago' \379 WHEN UPPER(Location) LIKE '%TRINIDAD AND TOBAGO%' THEN 'Trinidad and Tobago' \380 WHEN UPPER(Location) LIKE '%TRIVANDRUM%' THEN 'India' \381 WHEN UPPER(Location) LIKE '%TUNISIA%' THEN 'Tunisia' \382 WHEN UPPER(Location) LIKE '%TURKEY%' THEN 'Turkey' \383 WHEN UPPER(Location) LIKE '%TURKIYE%' THEN 'Turkey' \384 WHEN UPPER(Location) LIKE '%TURKMENISTAN%' THEN 'Turkmenistan' \385 WHEN UPPER(Location) LIKE '%TUVALU%' THEN 'United Kingdom' \386 WHEN UPPER(Location) LIKE '%UDAIPUR%' THEN 'India' \387 WHEN UPPER(Location) LIKE '%UGANDA%' THEN 'Uganda' \388 WHEN UPPER(Location) LIKE '%UKRAINE%' THEN 'Ukraine' \389 WHEN UPPER(Location) LIKE '%UNITED ARAB EMIRATES%' THEN 'United Arab Emirates' \390 WHEN UPPER(Location) LIKE '%UNITED KINGDO%' THEN 'United Kingdom' \391 WHEN UPPER(Location) LIKE '%UNITED STATES%' THEN 'United States' \392 WHEN UPPER(Location) LIKE '%URUGUAY%' THEN 'Uruguay' \393 WHEN UPPER(Location) LIKE '%US VIRGIN ISLANDS%' THEN 'United States' \394 WHEN UPPER(Location) LIKE '%USA%' THEN 'United States' \395 WHEN UPPER(Location) LIKE '%USSR%' THEN 'Russia' \396 WHEN UPPER(Location) LIKE '%UTAH%' THEN 'United States' \397 WHEN UPPER(Location) LIKE '%UZBEKISTAN%' THEN 'Uzbekistan' \398 WHEN UPPER(Location) LIKE '%VALENCIA%' THEN 'Spain' \399 WHEN UPPER(Location) LIKE '%VAN NUYS%' THEN 'United States' \400 WHEN UPPER(Location) LIKE '%VANCOUVER%' THEN 'Canada' \401 WHEN UPPER(Location) LIKE '%VENEZUELA%' THEN 'Venezuela' \402 WHEN UPPER(Location) LIKE '%VENICE,CA%' THEN 'United States' \403 WHEN UPPER(Location) LIKE '%VERMONT%' THEN 'United States' \404 WHEN UPPER(Location) LIKE '%VIENNA%' THEN 'Austria' \405 WHEN UPPER(Location) LIKE '%VIETNAM%' THEN 'Vietnam' \406 WHEN UPPER(Location) LIKE '%VIJAYAWADA%' THEN 'India' \407 WHEN UPPER(Location) LIKE '%VIRGIN ISLANDS%' THEN 'United States' \408 WHEN UPPER(Location) LIKE '%VIRGINIA%' THEN 'United States' \409 WHEN UPPER(Location) LIKE '%VISHAKAPATNAM%' THEN 'India' \410 WHEN UPPER(Location) LIKE '%VIZAG%' THEN 'India' \411 WHEN UPPER(Location) LIKE '%WALES%' THEN 'United Kingdom' \412 WHEN UPPER(Location) LIKE '%WARRINGTON%' THEN 'United Kingdom' \413 WHEN UPPER(Location) LIKE '%WARSAW%' THEN 'Poland' \414 WHEN UPPER(Location) LIKE '%WASHING DC METRO AREA%' THEN 'United States' \415 WHEN UPPER(Location) LIKE '%WEST COAST NORTH AMERICA%' THEN 'United States' \416 WHEN UPPER(Location) LIKE '%WISCONAIN%' THEN 'United States' \417 WHEN UPPER(Location) LIKE '%WISCONSIN%' THEN 'United States' \418 WHEN UPPER(Location) LIKE '%WYOMING%' THEN 'United States' \419 WHEN UPPER(Location) LIKE '%YEMEN%' THEN 'Yemen' \420 WHEN UPPER(Location) LIKE '%ZAMBIA%' THEN 'Zambia' \421 WHEN UPPER(Location) LIKE '%ZHEJIANG%' THEN 'China' \422 WHEN UPPER(Location) LIKE '%ZIMBABWE%' THEN 'Zimbabwe' \423 WHEN UPPER(Location) LIKE '%UK%' THEN 'United Kingdom' \424 ELSE 'Unknown' \425 END AS Country \426 FROM users \427 ")428 429 #Total number of users by country 430 users.createOrReplaceTempView("users_by_country")431 user_base = users.filter(users.Country.isNotNull()).groupBy('country').agg(functions.count('UserId').alias("userCount"))432 user_base = user_base.join(iso_codes,['Country'])433 user_base.show()434 user_base.write.csv('user_base',mode="overwrite")435 reputaion_base = users.filter(users.Country.isNotNull()).groupBy('Country').agg(functions.sum('Reputation').alias("reputation"))436 reputaion_base = reputaion_base.join(iso_codes,['Country'])437 reputaion_base.show()438 reputaion_base.write.csv('reputation_base',mode="overwrite")439 440 #Users with highest reputation by country441 highest_reputation = spark.sql(" select distinct Username,Country,Reputation from (SELECT UserId, \442 Country, \443 Name as Username, \444 RANK() OVER (PARTITION BY Country ORDER BY int(Reputation) desc) AS Rank, \445 Reputation from (select * from users_by_country where Country!='Unknown')) where Rank =1 order by int(Reputation) desc")446 447 highest_reputation.show()448 highest_reputation.write.csv('highest_reputation',mode="overwrite")449 #Best Average Reputation of Top 100 Users by Country450 top100_rep =spark.sql(" select Country,avg(int(Reputation)) as reputation from (SELECT UserId, \451 Country, \452 Name as Username, \453 RANK() OVER (PARTITION BY Country ORDER BY int(Reputation) desc) AS Rank, \454 Reputation from (select * from users_by_country where Country!='Unknown')) where Rank <=100 group by Country order by avg(int(Reputation)) desc")455 top100_rep = top100_rep.join(iso_codes,['Country'])456 top100_rep.show()457 458 top100_rep.write.csv('top100_rep',mode="overwrite")459if __name__ == "__main__":460 inputs = sys.argv[1]461 main(inputs)462#How to run this file?...

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EnsPublicResolver.d.ts

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1/* Autogenerated file. Do not edit manually. */2/* tslint:disable */3/* eslint-disable */4import {5 ethers,6 EventFilter,7 Signer,8 BigNumber,9 BigNumberish,10 PopulatedTransaction,11 BaseContract,12 ContractTransaction,13 Overrides,14 CallOverrides,15} from "ethers";16import { BytesLike } from "@ethersproject/bytes";17import { Listener, Provider } from "@ethersproject/providers";18import { FunctionFragment, EventFragment, Result } from "@ethersproject/abi";19import { TypedEventFilter, TypedEvent, TypedListener } from "./commons";20interface EnsPublicResolverInterface extends ethers.utils.Interface {21 functions: {22 "ABI(bytes32,uint256)": FunctionFragment;23 "addr(bytes32)": FunctionFragment;24 "authorisations(bytes32,address,address)": FunctionFragment;25 "clearDNSZone(bytes32)": FunctionFragment;26 "contenthash(bytes32)": FunctionFragment;27 "dnsRecord(bytes32,bytes32,uint16)": FunctionFragment;28 "hasDNSRecords(bytes32,bytes32)": FunctionFragment;29 "interfaceImplementer(bytes32,bytes4)": FunctionFragment;30 "name(bytes32)": FunctionFragment;31 "pubkey(bytes32)": FunctionFragment;32 "setABI(bytes32,uint256,bytes)": FunctionFragment;33 "setAddr(bytes32,uint256,bytes)": FunctionFragment;34 "setAuthorisation(bytes32,address,bool)": FunctionFragment;35 "setContenthash(bytes32,bytes)": FunctionFragment;36 "setDNSRecords(bytes32,bytes)": FunctionFragment;37 "setInterface(bytes32,bytes4,address)": FunctionFragment;38 "setName(bytes32,string)": FunctionFragment;39 "setPubkey(bytes32,bytes32,bytes32)": FunctionFragment;40 "setText(bytes32,string,string)": FunctionFragment;41 "supportsInterface(bytes4)": FunctionFragment;42 "text(bytes32,string)": FunctionFragment;43 };44 encodeFunctionData(45 functionFragment: "ABI",46 values: [BytesLike, BigNumberish]47 ): string;48 encodeFunctionData(functionFragment: "addr", values: [BytesLike]): string;49 encodeFunctionData(50 functionFragment: "authorisations",51 values: [BytesLike, string, string]52 ): string;53 encodeFunctionData(54 functionFragment: "clearDNSZone",55 values: [BytesLike]56 ): string;57 encodeFunctionData(58 functionFragment: "contenthash",59 values: [BytesLike]60 ): string;61 encodeFunctionData(62 functionFragment: "dnsRecord",63 values: [BytesLike, BytesLike, BigNumberish]64 ): string;65 encodeFunctionData(66 functionFragment: "hasDNSRecords",67 values: [BytesLike, BytesLike]68 ): string;69 encodeFunctionData(70 functionFragment: "interfaceImplementer",71 values: [BytesLike, BytesLike]72 ): string;73 encodeFunctionData(functionFragment: "name", values: [BytesLike]): string;74 encodeFunctionData(functionFragment: "pubkey", values: [BytesLike]): string;75 encodeFunctionData(76 functionFragment: "setABI",77 values: [BytesLike, BigNumberish, BytesLike]78 ): string;79 encodeFunctionData(80 functionFragment: "setAddr",81 values: [BytesLike, BigNumberish, BytesLike]82 ): string;83 encodeFunctionData(84 functionFragment: "setAuthorisation",85 values: [BytesLike, string, boolean]86 ): string;87 encodeFunctionData(88 functionFragment: "setContenthash",89 values: [BytesLike, BytesLike]90 ): string;91 encodeFunctionData(92 functionFragment: "setDNSRecords",93 values: [BytesLike, BytesLike]94 ): string;95 encodeFunctionData(96 functionFragment: "setInterface",97 values: [BytesLike, BytesLike, string]98 ): string;99 encodeFunctionData(100 functionFragment: "setName",101 values: [BytesLike, string]102 ): string;103 encodeFunctionData(104 functionFragment: "setPubkey",105 values: [BytesLike, BytesLike, BytesLike]106 ): string;107 encodeFunctionData(108 functionFragment: "setText",109 values: [BytesLike, string, string]110 ): string;111 encodeFunctionData(112 functionFragment: "supportsInterface",113 values: [BytesLike]114 ): string;115 encodeFunctionData(116 functionFragment: "text",117 values: [BytesLike, string]118 ): string;119 decodeFunctionResult(functionFragment: "ABI", data: BytesLike): Result;120 decodeFunctionResult(functionFragment: "addr", data: BytesLike): Result;121 decodeFunctionResult(122 functionFragment: "authorisations",123 data: BytesLike124 ): Result;125 decodeFunctionResult(126 functionFragment: "clearDNSZone",127 data: BytesLike128 ): Result;129 decodeFunctionResult(130 functionFragment: "contenthash",131 data: BytesLike132 ): Result;133 decodeFunctionResult(functionFragment: "dnsRecord", data: BytesLike): Result;134 decodeFunctionResult(135 functionFragment: "hasDNSRecords",136 data: BytesLike137 ): Result;138 decodeFunctionResult(139 functionFragment: "interfaceImplementer",140 data: BytesLike141 ): Result;142 decodeFunctionResult(functionFragment: "name", data: BytesLike): Result;143 decodeFunctionResult(functionFragment: "pubkey", data: BytesLike): Result;144 decodeFunctionResult(functionFragment: "setABI", data: BytesLike): Result;145 decodeFunctionResult(functionFragment: "setAddr", data: BytesLike): Result;146 decodeFunctionResult(147 functionFragment: "setAuthorisation",148 data: BytesLike149 ): Result;150 decodeFunctionResult(151 functionFragment: "setContenthash",152 data: BytesLike153 ): Result;154 decodeFunctionResult(155 functionFragment: "setDNSRecords",156 data: BytesLike157 ): Result;158 decodeFunctionResult(159 functionFragment: "setInterface",160 data: BytesLike161 ): Result;162 decodeFunctionResult(functionFragment: "setName", data: BytesLike): Result;163 decodeFunctionResult(functionFragment: "setPubkey", data: BytesLike): Result;164 decodeFunctionResult(functionFragment: "setText", data: BytesLike): Result;165 decodeFunctionResult(166 functionFragment: "supportsInterface",167 data: BytesLike168 ): Result;169 decodeFunctionResult(functionFragment: "text", data: BytesLike): Result;170 events: {171 "ABIChanged(bytes32,uint256)": EventFragment;172 "AddrChanged(bytes32,address)": EventFragment;173 "AddressChanged(bytes32,uint256,bytes)": EventFragment;174 "AuthorisationChanged(bytes32,address,address,bool)": EventFragment;175 "ContenthashChanged(bytes32,bytes)": EventFragment;176 "DNSRecordChanged(bytes32,bytes,uint16,bytes)": EventFragment;177 "DNSRecordDeleted(bytes32,bytes,uint16)": EventFragment;178 "DNSZoneCleared(bytes32)": EventFragment;179 "InterfaceChanged(bytes32,bytes4,address)": EventFragment;180 "NameChanged(bytes32,string)": EventFragment;181 "PubkeyChanged(bytes32,bytes32,bytes32)": EventFragment;182 "TextChanged(bytes32,string,string)": EventFragment;183 };184 getEvent(nameOrSignatureOrTopic: "ABIChanged"): EventFragment;185 getEvent(nameOrSignatureOrTopic: "AddrChanged"): EventFragment;186 getEvent(nameOrSignatureOrTopic: "AddressChanged"): EventFragment;187 getEvent(nameOrSignatureOrTopic: "AuthorisationChanged"): EventFragment;188 getEvent(nameOrSignatureOrTopic: "ContenthashChanged"): EventFragment;189 getEvent(nameOrSignatureOrTopic: "DNSRecordChanged"): EventFragment;190 getEvent(nameOrSignatureOrTopic: "DNSRecordDeleted"): EventFragment;191 getEvent(nameOrSignatureOrTopic: "DNSZoneCleared"): EventFragment;192 getEvent(nameOrSignatureOrTopic: "InterfaceChanged"): EventFragment;193 getEvent(nameOrSignatureOrTopic: "NameChanged"): EventFragment;194 getEvent(nameOrSignatureOrTopic: "PubkeyChanged"): EventFragment;195 getEvent(nameOrSignatureOrTopic: "TextChanged"): EventFragment;196}197export class EnsPublicResolver extends BaseContract {198 connect(signerOrProvider: Signer | Provider | string): this;199 attach(addressOrName: string): this;200 deployed(): Promise<this>;201 listeners<EventArgsArray extends Array<any>, EventArgsObject>(202 eventFilter?: TypedEventFilter<EventArgsArray, EventArgsObject>203 ): Array<TypedListener<EventArgsArray, EventArgsObject>>;204 off<EventArgsArray extends Array<any>, EventArgsObject>(205 eventFilter: TypedEventFilter<EventArgsArray, EventArgsObject>,206 listener: TypedListener<EventArgsArray, EventArgsObject>207 ): this;208 on<EventArgsArray extends Array<any>, EventArgsObject>(209 eventFilter: TypedEventFilter<EventArgsArray, EventArgsObject>,210 listener: TypedListener<EventArgsArray, EventArgsObject>211 ): this;212 once<EventArgsArray extends Array<any>, EventArgsObject>(213 eventFilter: TypedEventFilter<EventArgsArray, EventArgsObject>,214 listener: TypedListener<EventArgsArray, EventArgsObject>215 ): this;216 removeListener<EventArgsArray extends Array<any>, EventArgsObject>(217 eventFilter: TypedEventFilter<EventArgsArray, EventArgsObject>,218 listener: TypedListener<EventArgsArray, EventArgsObject>219 ): this;220 removeAllListeners<EventArgsArray extends Array<any>, EventArgsObject>(221 eventFilter: TypedEventFilter<EventArgsArray, EventArgsObject>222 ): this;223 listeners(eventName?: string): Array<Listener>;224 off(eventName: string, listener: Listener): this;225 on(eventName: string, listener: Listener): this;226 once(eventName: string, listener: Listener): this;227 removeListener(eventName: string, listener: Listener): this;228 removeAllListeners(eventName?: string): this;229 queryFilter<EventArgsArray extends Array<any>, EventArgsObject>(230 event: TypedEventFilter<EventArgsArray, EventArgsObject>,231 fromBlockOrBlockhash?: string | number | undefined,232 toBlock?: string | number | undefined233 ): Promise<Array<TypedEvent<EventArgsArray & EventArgsObject>>>;234 interface: EnsPublicResolverInterface;235 functions: {236 ABI(237 node: BytesLike,238 contentTypes: BigNumberish,239 overrides?: CallOverrides240 ): Promise<[BigNumber, string]>;241 addr(node: BytesLike, overrides?: CallOverrides): Promise<[string]>;242 authorisations(243 arg0: BytesLike,244 arg1: string,245 arg2: string,246 overrides?: CallOverrides247 ): Promise<[boolean]>;248 clearDNSZone(249 node: BytesLike,250 overrides?: Overrides & { from?: string | Promise<string> }251 ): Promise<ContractTransaction>;252 contenthash(node: BytesLike, overrides?: CallOverrides): Promise<[string]>;253 dnsRecord(254 node: BytesLike,255 name: BytesLike,256 resource: BigNumberish,257 overrides?: CallOverrides258 ): Promise<[string]>;259 hasDNSRecords(260 node: BytesLike,261 name: BytesLike,262 overrides?: CallOverrides263 ): Promise<[boolean]>;264 interfaceImplementer(265 node: BytesLike,266 interfaceID: BytesLike,267 overrides?: CallOverrides268 ): Promise<[string]>;269 name(node: BytesLike, overrides?: CallOverrides): Promise<[string]>;270 pubkey(271 node: BytesLike,272 overrides?: CallOverrides273 ): Promise<[string, string] & { x: string; y: string }>;274 setABI(275 node: BytesLike,276 contentType: BigNumberish,277 data: BytesLike,278 overrides?: Overrides & { from?: string | Promise<string> }279 ): Promise<ContractTransaction>;280 "setAddr(bytes32,uint256,bytes)"(281 node: BytesLike,282 coinType: BigNumberish,283 a: BytesLike,284 overrides?: Overrides & { from?: string | Promise<string> }285 ): Promise<ContractTransaction>;286 "setAddr(bytes32,address)"(287 node: BytesLike,288 a: string,289 overrides?: Overrides & { from?: string | Promise<string> }290 ): Promise<ContractTransaction>;291 setAuthorisation(292 node: BytesLike,293 target: string,294 isAuthorised: boolean,295 overrides?: Overrides & { from?: string | Promise<string> }296 ): Promise<ContractTransaction>;297 setContenthash(298 node: BytesLike,299 hash: BytesLike,300 overrides?: Overrides & { from?: string | Promise<string> }301 ): Promise<ContractTransaction>;302 setDNSRecords(303 node: BytesLike,304 data: BytesLike,305 overrides?: Overrides & { from?: string | Promise<string> }306 ): Promise<ContractTransaction>;307 setInterface(308 node: BytesLike,309 interfaceID: BytesLike,310 implementer: string,311 overrides?: Overrides & { from?: string | Promise<string> }312 ): Promise<ContractTransaction>;313 setName(314 node: BytesLike,315 name: string,316 overrides?: Overrides & { from?: string | Promise<string> }317 ): Promise<ContractTransaction>;318 setPubkey(319 node: BytesLike,320 x: BytesLike,321 y: BytesLike,322 overrides?: Overrides & { from?: string | Promise<string> }323 ): Promise<ContractTransaction>;324 setText(325 node: BytesLike,326 key: string,327 value: string,328 overrides?: Overrides & { from?: string | Promise<string> }329 ): Promise<ContractTransaction>;330 supportsInterface(331 interfaceID: BytesLike,332 overrides?: CallOverrides333 ): Promise<[boolean]>;334 text(335 node: BytesLike,336 key: string,337 overrides?: CallOverrides338 ): Promise<[string]>;339 };340 ABI(341 node: BytesLike,342 contentTypes: BigNumberish,343 overrides?: CallOverrides344 ): Promise<[BigNumber, string]>;345 addr(node: BytesLike, overrides?: CallOverrides): Promise<string>;346 authorisations(347 arg0: BytesLike,348 arg1: string,349 arg2: string,350 overrides?: CallOverrides351 ): Promise<boolean>;352 clearDNSZone(353 node: BytesLike,354 overrides?: Overrides & { from?: string | Promise<string> }355 ): Promise<ContractTransaction>;356 contenthash(node: BytesLike, overrides?: CallOverrides): Promise<string>;357 dnsRecord(358 node: BytesLike,359 name: BytesLike,360 resource: BigNumberish,361 overrides?: CallOverrides362 ): Promise<string>;363 hasDNSRecords(364 node: BytesLike,365 name: BytesLike,366 overrides?: CallOverrides367 ): Promise<boolean>;368 interfaceImplementer(369 node: BytesLike,370 interfaceID: BytesLike,371 overrides?: CallOverrides372 ): Promise<string>;373 name(node: BytesLike, overrides?: CallOverrides): Promise<string>;374 pubkey(375 node: BytesLike,376 overrides?: CallOverrides377 ): Promise<[string, string] & { x: string; y: string }>;378 setABI(379 node: BytesLike,380 contentType: BigNumberish,381 data: BytesLike,382 overrides?: Overrides & { from?: string | Promise<string> }383 ): Promise<ContractTransaction>;384 "setAddr(bytes32,uint256,bytes)"(385 node: BytesLike,386 coinType: BigNumberish,387 a: BytesLike,388 overrides?: Overrides & { from?: string | Promise<string> }389 ): Promise<ContractTransaction>;390 "setAddr(bytes32,address)"(391 node: BytesLike,392 a: string,393 overrides?: Overrides & { from?: string | Promise<string> }394 ): Promise<ContractTransaction>;395 setAuthorisation(396 node: BytesLike,397 target: string,398 isAuthorised: boolean,399 overrides?: Overrides & { from?: string | Promise<string> }400 ): Promise<ContractTransaction>;401 setContenthash(402 node: BytesLike,403 hash: BytesLike,404 overrides?: Overrides & { from?: string | Promise<string> }405 ): Promise<ContractTransaction>;406 setDNSRecords(407 node: BytesLike,408 data: BytesLike,409 overrides?: Overrides & { from?: string | Promise<string> }410 ): Promise<ContractTransaction>;411 setInterface(412 node: BytesLike,413 interfaceID: BytesLike,414 implementer: string,415 overrides?: Overrides & { from?: string | Promise<string> }416 ): Promise<ContractTransaction>;417 setName(418 node: BytesLike,419 name: string,420 overrides?: Overrides & { from?: string | Promise<string> }421 ): Promise<ContractTransaction>;422 setPubkey(423 node: BytesLike,424 x: BytesLike,425 y: BytesLike,426 overrides?: Overrides & { from?: string | Promise<string> }427 ): Promise<ContractTransaction>;428 setText(429 node: BytesLike,430 key: string,431 value: string,432 overrides?: Overrides & { from?: string | Promise<string> }433 ): Promise<ContractTransaction>;434 supportsInterface(435 interfaceID: BytesLike,436 overrides?: CallOverrides437 ): Promise<boolean>;438 text(439 node: BytesLike,440 key: string,441 overrides?: CallOverrides442 ): Promise<string>;443 callStatic: {444 ABI(445 node: BytesLike,446 contentTypes: BigNumberish,447 overrides?: CallOverrides448 ): Promise<[BigNumber, string]>;449 addr(node: BytesLike, overrides?: CallOverrides): Promise<string>;450 authorisations(451 arg0: BytesLike,452 arg1: string,453 arg2: string,454 overrides?: CallOverrides455 ): Promise<boolean>;456 clearDNSZone(node: BytesLike, overrides?: CallOverrides): Promise<void>;457 contenthash(node: BytesLike, overrides?: CallOverrides): Promise<string>;458 dnsRecord(459 node: BytesLike,460 name: BytesLike,461 resource: BigNumberish,462 overrides?: CallOverrides463 ): Promise<string>;464 hasDNSRecords(465 node: BytesLike,466 name: BytesLike,467 overrides?: CallOverrides468 ): Promise<boolean>;469 interfaceImplementer(470 node: BytesLike,471 interfaceID: BytesLike,472 overrides?: CallOverrides473 ): Promise<string>;474 name(node: BytesLike, overrides?: CallOverrides): Promise<string>;475 pubkey(476 node: BytesLike,477 overrides?: CallOverrides478 ): Promise<[string, string] & { x: string; y: string }>;479 setABI(480 node: BytesLike,481 contentType: BigNumberish,482 data: BytesLike,483 overrides?: CallOverrides484 ): Promise<void>;485 "setAddr(bytes32,uint256,bytes)"(486 node: BytesLike,487 coinType: BigNumberish,488 a: BytesLike,489 overrides?: CallOverrides490 ): Promise<void>;491 "setAddr(bytes32,address)"(492 node: BytesLike,493 a: string,494 overrides?: CallOverrides495 ): Promise<void>;496 setAuthorisation(497 node: BytesLike,498 target: string,499 isAuthorised: boolean,500 overrides?: CallOverrides501 ): Promise<void>;502 setContenthash(503 node: BytesLike,504 hash: BytesLike,505 overrides?: CallOverrides506 ): Promise<void>;507 setDNSRecords(508 node: BytesLike,509 data: BytesLike,510 overrides?: CallOverrides511 ): Promise<void>;512 setInterface(513 node: BytesLike,514 interfaceID: BytesLike,515 implementer: string,516 overrides?: CallOverrides517 ): Promise<void>;518 setName(519 node: BytesLike,520 name: string,521 overrides?: CallOverrides522 ): Promise<void>;523 setPubkey(524 node: BytesLike,525 x: BytesLike,526 y: BytesLike,527 overrides?: CallOverrides528 ): Promise<void>;529 setText(530 node: BytesLike,531 key: string,532 value: string,533 overrides?: CallOverrides534 ): Promise<void>;535 supportsInterface(536 interfaceID: BytesLike,537 overrides?: CallOverrides538 ): Promise<boolean>;539 text(540 node: BytesLike,541 key: string,542 overrides?: CallOverrides543 ): Promise<string>;544 };545 filters: {546 ABIChanged(547 node?: BytesLike | null,548 contentType?: BigNumberish | null549 ): TypedEventFilter<550 [string, BigNumber],551 { node: string; contentType: BigNumber }552 >;553 AddrChanged(554 node?: BytesLike | null,555 a?: null556 ): TypedEventFilter<[string, string], { node: string; a: string }>;557 AddressChanged(558 node?: BytesLike | null,559 coinType?: null,560 newAddress?: null561 ): TypedEventFilter<562 [string, BigNumber, string],563 { node: string; coinType: BigNumber; newAddress: string }564 >;565 AuthorisationChanged(566 node?: BytesLike | null,567 owner?: string | null,568 target?: string | null,569 isAuthorised?: null570 ): TypedEventFilter<571 [string, string, string, boolean],572 { node: string; owner: string; target: string; isAuthorised: boolean }573 >;574 ContenthashChanged(575 node?: BytesLike | null,576 hash?: null577 ): TypedEventFilter<[string, string], { node: string; hash: string }>;578 DNSRecordChanged(579 node?: BytesLike | null,580 name?: null,581 resource?: null,582 record?: null583 ): TypedEventFilter<584 [string, string, number, string],585 { node: string; name: string; resource: number; record: string }586 >;587 DNSRecordDeleted(588 node?: BytesLike | null,589 name?: null,590 resource?: null591 ): TypedEventFilter<592 [string, string, number],593 { node: string; name: string; resource: number }594 >;595 DNSZoneCleared(596 node?: BytesLike | null597 ): TypedEventFilter<[string], { node: string }>;598 InterfaceChanged(599 node?: BytesLike | null,600 interfaceID?: BytesLike | null,601 implementer?: null602 ): TypedEventFilter<603 [string, string, string],604 { node: string; interfaceID: string; implementer: string }605 >;606 NameChanged(607 node?: BytesLike | null,608 name?: null609 ): TypedEventFilter<[string, string], { node: string; name: string }>;610 PubkeyChanged(611 node?: BytesLike | null,612 x?: null,613 y?: null614 ): TypedEventFilter<615 [string, string, string],616 { node: string; x: string; y: string }617 >;618 TextChanged(619 node?: BytesLike | null,620 indexedKey?: string | null,621 key?: null622 ): TypedEventFilter<623 [string, string, string],624 { node: string; indexedKey: string; key: string }625 >;626 };627 estimateGas: {628 ABI(629 node: BytesLike,630 contentTypes: BigNumberish,631 overrides?: CallOverrides632 ): Promise<BigNumber>;633 addr(node: BytesLike, overrides?: CallOverrides): Promise<BigNumber>;634 authorisations(635 arg0: BytesLike,636 arg1: string,637 arg2: string,638 overrides?: CallOverrides639 ): Promise<BigNumber>;640 clearDNSZone(641 node: BytesLike,642 overrides?: Overrides & { from?: string | Promise<string> }643 ): Promise<BigNumber>;644 contenthash(node: BytesLike, overrides?: CallOverrides): Promise<BigNumber>;645 dnsRecord(646 node: BytesLike,647 name: BytesLike,648 resource: BigNumberish,649 overrides?: CallOverrides650 ): Promise<BigNumber>;651 hasDNSRecords(652 node: BytesLike,653 name: BytesLike,654 overrides?: CallOverrides655 ): Promise<BigNumber>;656 interfaceImplementer(657 node: BytesLike,658 interfaceID: BytesLike,659 overrides?: CallOverrides660 ): Promise<BigNumber>;661 name(node: BytesLike, overrides?: CallOverrides): Promise<BigNumber>;662 pubkey(node: BytesLike, overrides?: CallOverrides): Promise<BigNumber>;663 setABI(664 node: BytesLike,665 contentType: BigNumberish,666 data: BytesLike,667 overrides?: Overrides & { from?: string | Promise<string> }668 ): Promise<BigNumber>;669 "setAddr(bytes32,uint256,bytes)"(670 node: BytesLike,671 coinType: BigNumberish,672 a: BytesLike,673 overrides?: Overrides & { from?: string | Promise<string> }674 ): Promise<BigNumber>;675 "setAddr(bytes32,address)"(676 node: BytesLike,677 a: string,678 overrides?: Overrides & { from?: string | Promise<string> }679 ): Promise<BigNumber>;680 setAuthorisation(681 node: BytesLike,682 target: string,683 isAuthorised: boolean,684 overrides?: Overrides & { from?: string | Promise<string> }685 ): Promise<BigNumber>;686 setContenthash(687 node: BytesLike,688 hash: BytesLike,689 overrides?: Overrides & { from?: string | Promise<string> }690 ): Promise<BigNumber>;691 setDNSRecords(692 node: BytesLike,693 data: BytesLike,694 overrides?: Overrides & { from?: string | Promise<string> }695 ): Promise<BigNumber>;696 setInterface(697 node: BytesLike,698 interfaceID: BytesLike,699 implementer: string,700 overrides?: Overrides & { from?: string | Promise<string> }701 ): Promise<BigNumber>;702 setName(703 node: BytesLike,704 name: string,705 overrides?: Overrides & { from?: string | Promise<string> }706 ): Promise<BigNumber>;707 setPubkey(708 node: BytesLike,709 x: BytesLike,710 y: BytesLike,711 overrides?: Overrides & { from?: string | Promise<string> }712 ): Promise<BigNumber>;713 setText(714 node: BytesLike,715 key: string,716 value: string,717 overrides?: Overrides & { from?: string | Promise<string> }718 ): Promise<BigNumber>;719 supportsInterface(720 interfaceID: BytesLike,721 overrides?: CallOverrides722 ): Promise<BigNumber>;723 text(724 node: BytesLike,725 key: string,726 overrides?: CallOverrides727 ): Promise<BigNumber>;728 };729 populateTransaction: {730 ABI(731 node: BytesLike,732 contentTypes: BigNumberish,733 overrides?: CallOverrides734 ): Promise<PopulatedTransaction>;735 addr(736 node: BytesLike,737 overrides?: CallOverrides738 ): Promise<PopulatedTransaction>;739 authorisations(740 arg0: BytesLike,741 arg1: string,742 arg2: string,743 overrides?: CallOverrides744 ): Promise<PopulatedTransaction>;745 clearDNSZone(746 node: BytesLike,747 overrides?: Overrides & { from?: string | Promise<string> }748 ): Promise<PopulatedTransaction>;749 contenthash(750 node: BytesLike,751 overrides?: CallOverrides752 ): Promise<PopulatedTransaction>;753 dnsRecord(754 node: BytesLike,755 name: BytesLike,756 resource: BigNumberish,757 overrides?: CallOverrides758 ): Promise<PopulatedTransaction>;759 hasDNSRecords(760 node: BytesLike,761 name: BytesLike,762 overrides?: CallOverrides763 ): Promise<PopulatedTransaction>;764 interfaceImplementer(765 node: BytesLike,766 interfaceID: BytesLike,767 overrides?: CallOverrides768 ): Promise<PopulatedTransaction>;769 name(770 node: BytesLike,771 overrides?: CallOverrides772 ): Promise<PopulatedTransaction>;773 pubkey(774 node: BytesLike,775 overrides?: CallOverrides776 ): Promise<PopulatedTransaction>;777 setABI(778 node: BytesLike,779 contentType: BigNumberish,780 data: BytesLike,781 overrides?: Overrides & { from?: string | Promise<string> }782 ): Promise<PopulatedTransaction>;783 "setAddr(bytes32,uint256,bytes)"(784 node: BytesLike,785 coinType: BigNumberish,786 a: BytesLike,787 overrides?: Overrides & { from?: string | Promise<string> }788 ): Promise<PopulatedTransaction>;789 "setAddr(bytes32,address)"(790 node: BytesLike,791 a: string,792 overrides?: Overrides & { from?: string | Promise<string> }793 ): Promise<PopulatedTransaction>;794 setAuthorisation(795 node: BytesLike,796 target: string,797 isAuthorised: boolean,798 overrides?: Overrides & { from?: string | Promise<string> }799 ): Promise<PopulatedTransaction>;800 setContenthash(801 node: BytesLike,802 hash: BytesLike,803 overrides?: Overrides & { from?: string | Promise<string> }804 ): Promise<PopulatedTransaction>;805 setDNSRecords(806 node: BytesLike,807 data: BytesLike,808 overrides?: Overrides & { from?: string | Promise<string> }809 ): Promise<PopulatedTransaction>;810 setInterface(811 node: BytesLike,812 interfaceID: BytesLike,813 implementer: string,814 overrides?: Overrides & { from?: string | Promise<string> }815 ): Promise<PopulatedTransaction>;816 setName(817 node: BytesLike,818 name: string,819 overrides?: Overrides & { from?: string | Promise<string> }820 ): Promise<PopulatedTransaction>;821 setPubkey(822 node: BytesLike,823 x: BytesLike,824 y: BytesLike,825 overrides?: Overrides & { from?: string | Promise<string> }826 ): Promise<PopulatedTransaction>;827 setText(828 node: BytesLike,829 key: string,830 value: string,831 overrides?: Overrides & { from?: string | Promise<string> }832 ): Promise<PopulatedTransaction>;833 supportsInterface(834 interfaceID: BytesLike,835 overrides?: CallOverrides836 ): Promise<PopulatedTransaction>;837 text(838 node: BytesLike,839 key: string,840 overrides?: CallOverrides841 ): Promise<PopulatedTransaction>;842 };...

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fromnumeric.pyi

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1import datetime as dt2from collections.abc import Sequence3from typing import Union, Any, overload, TypeVar, Literal, SupportsIndex4from numpy import (5 ndarray,6 number,7 uint64,8 int_,9 int64,10 intp,11 float16,12 bool_,13 floating,14 complexfloating,15 object_,16 generic,17 _OrderKACF,18 _OrderACF,19 _ModeKind,20 _PartitionKind,21 _SortKind,22 _SortSide,23)24from numpy._typing import (25 DTypeLike,26 _DTypeLike,27 ArrayLike,28 _ArrayLike,29 NDArray,30 _ShapeLike,31 _Shape,32 _ArrayLikeBool_co,33 _ArrayLikeUInt_co,34 _ArrayLikeInt_co,35 _ArrayLikeFloat_co,36 _ArrayLikeComplex_co,37 _ArrayLikeObject_co,38 _IntLike_co,39 _BoolLike_co,40 _ComplexLike_co,41 _NumberLike_co,42 _ScalarLike_co,43)44_SCT = TypeVar("_SCT", bound=generic)45_SCT_uifcO = TypeVar("_SCT_uifcO", bound=number[Any] | object_)46_ArrayType = TypeVar("_ArrayType", bound=NDArray[Any])47__all__: list[str]48@overload49def take(50 a: _ArrayLike[_SCT],51 indices: _IntLike_co,52 axis: None = ...,53 out: None = ...,54 mode: _ModeKind = ...,55) -> _SCT: ...56@overload57def take(58 a: ArrayLike,59 indices: _IntLike_co,60 axis: None | SupportsIndex = ...,61 out: None = ...,62 mode: _ModeKind = ...,63) -> Any: ...64@overload65def take(66 a: _ArrayLike[_SCT],67 indices: _ArrayLikeInt_co,68 axis: None | SupportsIndex = ...,69 out: None = ...,70 mode: _ModeKind = ...,71) -> NDArray[_SCT]: ...72@overload73def take(74 a: ArrayLike,75 indices: _ArrayLikeInt_co,76 axis: None | SupportsIndex = ...,77 out: None = ...,78 mode: _ModeKind = ...,79) -> NDArray[Any]: ...80@overload81def take(82 a: ArrayLike,83 indices: _ArrayLikeInt_co,84 axis: None | SupportsIndex = ...,85 out: _ArrayType = ...,86 mode: _ModeKind = ...,87) -> _ArrayType: ...88@overload89def reshape(90 a: _ArrayLike[_SCT],91 newshape: _ShapeLike,92 order: _OrderACF = ...,93) -> NDArray[_SCT]: ...94@overload95def reshape(96 a: ArrayLike,97 newshape: _ShapeLike,98 order: _OrderACF = ...,99) -> NDArray[Any]: ...100@overload101def choose(102 a: _IntLike_co,103 choices: ArrayLike,104 out: None = ...,105 mode: _ModeKind = ...,106) -> Any: ...107@overload108def choose(109 a: _ArrayLikeInt_co,110 choices: _ArrayLike[_SCT],111 out: None = ...,112 mode: _ModeKind = ...,113) -> NDArray[_SCT]: ...114@overload115def choose(116 a: _ArrayLikeInt_co,117 choices: ArrayLike,118 out: None = ...,119 mode: _ModeKind = ...,120) -> NDArray[Any]: ...121@overload122def choose(123 a: _ArrayLikeInt_co,124 choices: ArrayLike,125 out: _ArrayType = ...,126 mode: _ModeKind = ...,127) -> _ArrayType: ...128@overload129def repeat(130 a: _ArrayLike[_SCT],131 repeats: _ArrayLikeInt_co,132 axis: None | SupportsIndex = ...,133) -> NDArray[_SCT]: ...134@overload135def repeat(136 a: ArrayLike,137 repeats: _ArrayLikeInt_co,138 axis: None | SupportsIndex = ...,139) -> NDArray[Any]: ...140def put(141 a: NDArray[Any],142 ind: _ArrayLikeInt_co,143 v: ArrayLike,144 mode: _ModeKind = ...,145) -> None: ...146@overload147def swapaxes(148 a: _ArrayLike[_SCT],149 axis1: SupportsIndex,150 axis2: SupportsIndex,151) -> NDArray[_SCT]: ...152@overload153def swapaxes(154 a: ArrayLike,155 axis1: SupportsIndex,156 axis2: SupportsIndex,157) -> NDArray[Any]: ...158@overload159def transpose(160 a: _ArrayLike[_SCT],161 axes: None | _ShapeLike = ...162) -> NDArray[_SCT]: ...163@overload164def transpose(165 a: ArrayLike,166 axes: None | _ShapeLike = ...167) -> NDArray[Any]: ...168@overload169def partition(170 a: _ArrayLike[_SCT],171 kth: _ArrayLikeInt_co,172 axis: None | SupportsIndex = ...,173 kind: _PartitionKind = ...,174 order: None | str | Sequence[str] = ...,175) -> NDArray[_SCT]: ...176@overload177def partition(178 a: ArrayLike,179 kth: _ArrayLikeInt_co,180 axis: None | SupportsIndex = ...,181 kind: _PartitionKind = ...,182 order: None | str | Sequence[str] = ...,183) -> NDArray[Any]: ...184def argpartition(185 a: ArrayLike,186 kth: _ArrayLikeInt_co,187 axis: None | SupportsIndex = ...,188 kind: _PartitionKind = ...,189 order: None | str | Sequence[str] = ...,190) -> NDArray[intp]: ...191@overload192def sort(193 a: _ArrayLike[_SCT],194 axis: None | SupportsIndex = ...,195 kind: None | _SortKind = ...,196 order: None | str | Sequence[str] = ...,197) -> NDArray[_SCT]: ...198@overload199def sort(200 a: ArrayLike,201 axis: None | SupportsIndex = ...,202 kind: None | _SortKind = ...,203 order: None | str | Sequence[str] = ...,204) -> NDArray[Any]: ...205def argsort(206 a: ArrayLike,207 axis: None | SupportsIndex = ...,208 kind: None | _SortKind = ...,209 order: None | str | Sequence[str] = ...,210) -> NDArray[intp]: ...211@overload212def argmax(213 a: ArrayLike,214 axis: None = ...,215 out: None = ...,216 *,217 keepdims: Literal[False] = ...,218) -> intp: ...219@overload220def argmax(221 a: ArrayLike,222 axis: None | SupportsIndex = ...,223 out: None = ...,224 *,225 keepdims: bool = ...,226) -> Any: ...227@overload228def argmax(229 a: ArrayLike,230 axis: None | SupportsIndex = ...,231 out: _ArrayType = ...,232 *,233 keepdims: bool = ...,234) -> _ArrayType: ...235@overload236def argmin(237 a: ArrayLike,238 axis: None = ...,239 out: None = ...,240 *,241 keepdims: Literal[False] = ...,242) -> intp: ...243@overload244def argmin(245 a: ArrayLike,246 axis: None | SupportsIndex = ...,247 out: None = ...,248 *,249 keepdims: bool = ...,250) -> Any: ...251@overload252def argmin(253 a: ArrayLike,254 axis: None | SupportsIndex = ...,255 out: _ArrayType = ...,256 *,257 keepdims: bool = ...,258) -> _ArrayType: ...259@overload260def searchsorted(261 a: ArrayLike,262 v: _ScalarLike_co,263 side: _SortSide = ...,264 sorter: None | _ArrayLikeInt_co = ..., # 1D int array265) -> intp: ...266@overload267def searchsorted(268 a: ArrayLike,269 v: ArrayLike,270 side: _SortSide = ...,271 sorter: None | _ArrayLikeInt_co = ..., # 1D int array272) -> NDArray[intp]: ...273@overload274def resize(275 a: _ArrayLike[_SCT],276 new_shape: _ShapeLike,277) -> NDArray[_SCT]: ...278@overload279def resize(280 a: ArrayLike,281 new_shape: _ShapeLike,282) -> NDArray[Any]: ...283@overload284def squeeze(285 a: _SCT,286 axis: None | _ShapeLike = ...,287) -> _SCT: ...288@overload289def squeeze(290 a: _ArrayLike[_SCT],291 axis: None | _ShapeLike = ...,292) -> NDArray[_SCT]: ...293@overload294def squeeze(295 a: ArrayLike,296 axis: None | _ShapeLike = ...,297) -> NDArray[Any]: ...298@overload299def diagonal(300 a: _ArrayLike[_SCT],301 offset: SupportsIndex = ...,302 axis1: SupportsIndex = ...,303 axis2: SupportsIndex = ..., # >= 2D array304) -> NDArray[_SCT]: ...305@overload306def diagonal(307 a: ArrayLike,308 offset: SupportsIndex = ...,309 axis1: SupportsIndex = ...,310 axis2: SupportsIndex = ..., # >= 2D array311) -> NDArray[Any]: ...312@overload313def trace(314 a: ArrayLike, # >= 2D array315 offset: SupportsIndex = ...,316 axis1: SupportsIndex = ...,317 axis2: SupportsIndex = ...,318 dtype: DTypeLike = ...,319 out: None = ...,320) -> Any: ...321@overload322def trace(323 a: ArrayLike, # >= 2D array324 offset: SupportsIndex = ...,325 axis1: SupportsIndex = ...,326 axis2: SupportsIndex = ...,327 dtype: DTypeLike = ...,328 out: _ArrayType = ...,329) -> _ArrayType: ...330@overload331def ravel(a: _ArrayLike[_SCT], order: _OrderKACF = ...) -> NDArray[_SCT]: ...332@overload333def ravel(a: ArrayLike, order: _OrderKACF = ...) -> NDArray[Any]: ...334def nonzero(a: ArrayLike) -> tuple[NDArray[intp], ...]: ...335def shape(a: ArrayLike) -> _Shape: ...336@overload337def compress(338 condition: _ArrayLikeBool_co, # 1D bool array339 a: _ArrayLike[_SCT],340 axis: None | SupportsIndex = ...,341 out: None = ...,342) -> NDArray[_SCT]: ...343@overload344def compress(345 condition: _ArrayLikeBool_co, # 1D bool array346 a: ArrayLike,347 axis: None | SupportsIndex = ...,348 out: None = ...,349) -> NDArray[Any]: ...350@overload351def compress(352 condition: _ArrayLikeBool_co, # 1D bool array353 a: ArrayLike,354 axis: None | SupportsIndex = ...,355 out: _ArrayType = ...,356) -> _ArrayType: ...357@overload358def clip(359 a: _SCT,360 a_min: None | ArrayLike,361 a_max: None | ArrayLike,362 out: None = ...,363 *,364 dtype: None = ...,365 where: None | _ArrayLikeBool_co = ...,366 order: _OrderKACF = ...,367 subok: bool = ...,368 signature: str | tuple[None | str, ...] = ...,369 extobj: list[Any] = ...,370) -> _SCT: ...371@overload372def clip(373 a: _ScalarLike_co,374 a_min: None | ArrayLike,375 a_max: None | ArrayLike,376 out: None = ...,377 *,378 dtype: None = ...,379 where: None | _ArrayLikeBool_co = ...,380 order: _OrderKACF = ...,381 subok: bool = ...,382 signature: str | tuple[None | str, ...] = ...,383 extobj: list[Any] = ...,384) -> Any: ...385@overload386def clip(387 a: _ArrayLike[_SCT],388 a_min: None | ArrayLike,389 a_max: None | ArrayLike,390 out: None = ...,391 *,392 dtype: None = ...,393 where: None | _ArrayLikeBool_co = ...,394 order: _OrderKACF = ...,395 subok: bool = ...,396 signature: str | tuple[None | str, ...] = ...,397 extobj: list[Any] = ...,398) -> NDArray[_SCT]: ...399@overload400def clip(401 a: ArrayLike,402 a_min: None | ArrayLike,403 a_max: None | ArrayLike,404 out: None = ...,405 *,406 dtype: None = ...,407 where: None | _ArrayLikeBool_co = ...,408 order: _OrderKACF = ...,409 subok: bool = ...,410 signature: str | tuple[None | str, ...] = ...,411 extobj: list[Any] = ...,412) -> NDArray[Any]: ...413@overload414def clip(415 a: ArrayLike,416 a_min: None | ArrayLike,417 a_max: None | ArrayLike,418 out: _ArrayType = ...,419 *,420 dtype: DTypeLike,421 where: None | _ArrayLikeBool_co = ...,422 order: _OrderKACF = ...,423 subok: bool = ...,424 signature: str | tuple[None | str, ...] = ...,425 extobj: list[Any] = ...,426) -> Any: ...427@overload428def clip(429 a: ArrayLike,430 a_min: None | ArrayLike,431 a_max: None | ArrayLike,432 out: _ArrayType,433 *,434 dtype: DTypeLike = ...,435 where: None | _ArrayLikeBool_co = ...,436 order: _OrderKACF = ...,437 subok: bool = ...,438 signature: str | tuple[None | str, ...] = ...,439 extobj: list[Any] = ...,440) -> _ArrayType: ...441@overload442def sum(443 a: _ArrayLike[_SCT],444 axis: None = ...,445 dtype: None = ...,446 out: None = ...,447 keepdims: bool = ...,448 initial: _NumberLike_co = ...,449 where: _ArrayLikeBool_co = ...,450) -> _SCT: ...451@overload452def sum(453 a: ArrayLike,454 axis: None | _ShapeLike = ...,455 dtype: DTypeLike = ...,456 out: None = ...,457 keepdims: bool = ...,458 initial: _NumberLike_co = ...,459 where: _ArrayLikeBool_co = ...,460) -> Any: ...461@overload462def sum(463 a: ArrayLike,464 axis: None | _ShapeLike = ...,465 dtype: DTypeLike = ...,466 out: _ArrayType = ...,467 keepdims: bool = ...,468 initial: _NumberLike_co = ...,469 where: _ArrayLikeBool_co = ...,470) -> _ArrayType: ...471@overload472def all(473 a: ArrayLike,474 axis: None = ...,475 out: None = ...,476 keepdims: Literal[False] = ...,477 *,478 where: _ArrayLikeBool_co = ...,479) -> bool_: ...480@overload481def all(482 a: ArrayLike,483 axis: None | _ShapeLike = ...,484 out: None = ...,485 keepdims: bool = ...,486 *,487 where: _ArrayLikeBool_co = ...,488) -> Any: ...489@overload490def all(491 a: ArrayLike,492 axis: None | _ShapeLike = ...,493 out: _ArrayType = ...,494 keepdims: bool = ...,495 *,496 where: _ArrayLikeBool_co = ...,497) -> _ArrayType: ...498@overload499def any(500 a: ArrayLike,501 axis: None = ...,502 out: None = ...,503 keepdims: Literal[False] = ...,504 *,505 where: _ArrayLikeBool_co = ...,506) -> bool_: ...507@overload508def any(509 a: ArrayLike,510 axis: None | _ShapeLike = ...,511 out: None = ...,512 keepdims: bool = ...,513 *,514 where: _ArrayLikeBool_co = ...,515) -> Any: ...516@overload517def any(518 a: ArrayLike,519 axis: None | _ShapeLike = ...,520 out: _ArrayType = ...,521 keepdims: bool = ...,522 *,523 where: _ArrayLikeBool_co = ...,524) -> _ArrayType: ...525@overload526def cumsum(527 a: _ArrayLike[_SCT],528 axis: None | SupportsIndex = ...,529 dtype: None = ...,530 out: None = ...,531) -> NDArray[_SCT]: ...532@overload533def cumsum(534 a: ArrayLike,535 axis: None | SupportsIndex = ...,536 dtype: None = ...,537 out: None = ...,538) -> NDArray[Any]: ...539@overload540def cumsum(541 a: ArrayLike,542 axis: None | SupportsIndex = ...,543 dtype: _DTypeLike[_SCT] = ...,544 out: None = ...,545) -> NDArray[_SCT]: ...546@overload547def cumsum(548 a: ArrayLike,549 axis: None | SupportsIndex = ...,550 dtype: DTypeLike = ...,551 out: None = ...,552) -> NDArray[Any]: ...553@overload554def cumsum(555 a: ArrayLike,556 axis: None | SupportsIndex = ...,557 dtype: DTypeLike = ...,558 out: _ArrayType = ...,559) -> _ArrayType: ...560@overload561def ptp(562 a: _ArrayLike[_SCT],563 axis: None = ...,564 out: None = ...,565 keepdims: Literal[False] = ...,566) -> _SCT: ...567@overload568def ptp(569 a: ArrayLike,570 axis: None | _ShapeLike = ...,571 out: None = ...,572 keepdims: bool = ...,573) -> Any: ...574@overload575def ptp(576 a: ArrayLike,577 axis: None | _ShapeLike = ...,578 out: _ArrayType = ...,579 keepdims: bool = ...,580) -> _ArrayType: ...581@overload582def amax(583 a: _ArrayLike[_SCT],584 axis: None = ...,585 out: None = ...,586 keepdims: Literal[False] = ...,587 initial: _NumberLike_co = ...,588 where: _ArrayLikeBool_co = ...,589) -> _SCT: ...590@overload591def amax(592 a: ArrayLike,593 axis: None | _ShapeLike = ...,594 out: None = ...,595 keepdims: bool = ...,596 initial: _NumberLike_co = ...,597 where: _ArrayLikeBool_co = ...,598) -> Any: ...599@overload600def amax(601 a: ArrayLike,602 axis: None | _ShapeLike = ...,603 out: _ArrayType = ...,604 keepdims: bool = ...,605 initial: _NumberLike_co = ...,606 where: _ArrayLikeBool_co = ...,607) -> _ArrayType: ...608@overload609def amin(610 a: _ArrayLike[_SCT],611 axis: None = ...,612 out: None = ...,613 keepdims: Literal[False] = ...,614 initial: _NumberLike_co = ...,615 where: _ArrayLikeBool_co = ...,616) -> _SCT: ...617@overload618def amin(619 a: ArrayLike,620 axis: None | _ShapeLike = ...,621 out: None = ...,622 keepdims: bool = ...,623 initial: _NumberLike_co = ...,624 where: _ArrayLikeBool_co = ...,625) -> Any: ...626@overload627def amin(628 a: ArrayLike,629 axis: None | _ShapeLike = ...,630 out: _ArrayType = ...,631 keepdims: bool = ...,632 initial: _NumberLike_co = ...,633 where: _ArrayLikeBool_co = ...,634) -> _ArrayType: ...635# TODO: `np.prod()``: For object arrays `initial` does not necessarily636# have to be a numerical scalar.637# The only requirement is that it is compatible638# with the `.__mul__()` method(s) of the passed array's elements.639# Note that the same situation holds for all wrappers around640# `np.ufunc.reduce`, e.g. `np.sum()` (`.__add__()`).641@overload642def prod(643 a: _ArrayLikeBool_co,644 axis: None = ...,645 dtype: None = ...,646 out: None = ...,647 keepdims: Literal[False] = ...,648 initial: _NumberLike_co = ...,649 where: _ArrayLikeBool_co = ...,650) -> int_: ...651@overload652def prod(653 a: _ArrayLikeUInt_co,654 axis: None = ...,655 dtype: None = ...,656 out: None = ...,657 keepdims: Literal[False] = ...,658 initial: _NumberLike_co = ...,659 where: _ArrayLikeBool_co = ...,660) -> uint64: ...661@overload662def prod(663 a: _ArrayLikeInt_co,664 axis: None = ...,665 dtype: None = ...,666 out: None = ...,667 keepdims: Literal[False] = ...,668 initial: _NumberLike_co = ...,669 where: _ArrayLikeBool_co = ...,670) -> int64: ...671@overload672def prod(673 a: _ArrayLikeFloat_co,674 axis: None = ...,675 dtype: None = ...,676 out: None = ...,677 keepdims: Literal[False] = ...,678 initial: _NumberLike_co = ...,679 where: _ArrayLikeBool_co = ...,680) -> floating[Any]: ...681@overload682def prod(683 a: _ArrayLikeComplex_co,684 axis: None = ...,685 dtype: None = ...,686 out: None = ...,687 keepdims: Literal[False] = ...,688 initial: _NumberLike_co = ...,689 where: _ArrayLikeBool_co = ...,690) -> complexfloating[Any, Any]: ...691@overload692def prod(693 a: _ArrayLikeComplex_co | _ArrayLikeObject_co,694 axis: None | _ShapeLike = ...,695 dtype: None = ...,696 out: None = ...,697 keepdims: bool = ...,698 initial: _NumberLike_co = ...,699 where: _ArrayLikeBool_co = ...,700) -> Any: ...701@overload702def prod(703 a: _ArrayLikeComplex_co | _ArrayLikeObject_co,704 axis: None = ...,705 dtype: _DTypeLike[_SCT] = ...,706 out: None = ...,707 keepdims: Literal[False] = ...,708 initial: _NumberLike_co = ...,709 where: _ArrayLikeBool_co = ...,710) -> _SCT: ...711@overload712def prod(713 a: _ArrayLikeComplex_co | _ArrayLikeObject_co,714 axis: None | _ShapeLike = ...,715 dtype: None | DTypeLike = ...,716 out: None = ...,717 keepdims: bool = ...,718 initial: _NumberLike_co = ...,719 where: _ArrayLikeBool_co = ...,720) -> Any: ...721@overload722def prod(723 a: _ArrayLikeComplex_co | _ArrayLikeObject_co,724 axis: None | _ShapeLike = ...,725 dtype: None | DTypeLike = ...,726 out: _ArrayType = ...,727 keepdims: bool = ...,728 initial: _NumberLike_co = ...,729 where: _ArrayLikeBool_co = ...,730) -> _ArrayType: ...731@overload732def cumprod(733 a: _ArrayLikeBool_co,734 axis: None | SupportsIndex = ...,735 dtype: None = ...,736 out: None = ...,737) -> NDArray[int_]: ...738@overload739def cumprod(740 a: _ArrayLikeUInt_co,741 axis: None | SupportsIndex = ...,742 dtype: None = ...,743 out: None = ...,744) -> NDArray[uint64]: ...745@overload746def cumprod(747 a: _ArrayLikeInt_co,748 axis: None | SupportsIndex = ...,749 dtype: None = ...,750 out: None = ...,751) -> NDArray[int64]: ...752@overload753def cumprod(754 a: _ArrayLikeFloat_co,755 axis: None | SupportsIndex = ...,756 dtype: None = ...,757 out: None = ...,758) -> NDArray[floating[Any]]: ...759@overload760def cumprod(761 a: _ArrayLikeComplex_co,762 axis: None | SupportsIndex = ...,763 dtype: None = ...,764 out: None = ...,765) -> NDArray[complexfloating[Any, Any]]: ...766@overload767def cumprod(768 a: _ArrayLikeObject_co,769 axis: None | SupportsIndex = ...,770 dtype: None = ...,771 out: None = ...,772) -> NDArray[object_]: ...773@overload774def cumprod(775 a: _ArrayLikeComplex_co | _ArrayLikeObject_co,776 axis: None | SupportsIndex = ...,777 dtype: _DTypeLike[_SCT] = ...,778 out: None = ...,779) -> NDArray[_SCT]: ...780@overload781def cumprod(782 a: _ArrayLikeComplex_co | _ArrayLikeObject_co,783 axis: None | SupportsIndex = ...,784 dtype: DTypeLike = ...,785 out: None = ...,786) -> NDArray[Any]: ...787@overload788def cumprod(789 a: _ArrayLikeComplex_co | _ArrayLikeObject_co,790 axis: None | SupportsIndex = ...,791 dtype: DTypeLike = ...,792 out: _ArrayType = ...,793) -> _ArrayType: ...794def ndim(a: ArrayLike) -> int: ...795def size(a: ArrayLike, axis: None | int = ...) -> int: ...796@overload797def around(798 a: _BoolLike_co,799 decimals: SupportsIndex = ...,800 out: None = ...,801) -> float16: ...802@overload803def around(804 a: _SCT_uifcO,805 decimals: SupportsIndex = ...,806 out: None = ...,807) -> _SCT_uifcO: ...808@overload809def around(810 a: _ComplexLike_co | object_,811 decimals: SupportsIndex = ...,812 out: None = ...,813) -> Any: ...814@overload815def around(816 a: _ArrayLikeBool_co,817 decimals: SupportsIndex = ...,818 out: None = ...,819) -> NDArray[float16]: ...820@overload821def around(822 a: _ArrayLike[_SCT_uifcO],823 decimals: SupportsIndex = ...,824 out: None = ...,825) -> NDArray[_SCT_uifcO]: ...826@overload827def around(828 a: _ArrayLikeComplex_co | _ArrayLikeObject_co,829 decimals: SupportsIndex = ...,830 out: None = ...,831) -> NDArray[Any]: ...832@overload833def around(834 a: _ArrayLikeComplex_co | _ArrayLikeObject_co,835 decimals: SupportsIndex = ...,836 out: _ArrayType = ...,837) -> _ArrayType: ...838@overload839def mean(840 a: _ArrayLikeFloat_co,841 axis: None = ...,842 dtype: None = ...,843 out: None = ...,844 keepdims: Literal[False] = ...,845 *,846 where: _ArrayLikeBool_co = ...,847) -> floating[Any]: ...848@overload849def mean(850 a: _ArrayLikeComplex_co,851 axis: None = ...,852 dtype: None = ...,853 out: None = ...,854 keepdims: Literal[False] = ...,855 *,856 where: _ArrayLikeBool_co = ...,857) -> complexfloating[Any, Any]: ...858@overload859def mean(860 a: _ArrayLikeComplex_co | _ArrayLikeObject_co,861 axis: None | _ShapeLike = ...,862 dtype: None = ...,863 out: None = ...,864 keepdims: bool = ...,865 *,866 where: _ArrayLikeBool_co = ...,867) -> Any: ...868@overload869def mean(870 a: _ArrayLikeComplex_co | _ArrayLikeObject_co,871 axis: None = ...,872 dtype: _DTypeLike[_SCT] = ...,873 out: None = ...,874 keepdims: Literal[False] = ...,875 *,876 where: _ArrayLikeBool_co = ...,877) -> _SCT: ...878@overload879def mean(880 a: _ArrayLikeComplex_co | _ArrayLikeObject_co,881 axis: None | _ShapeLike = ...,882 dtype: DTypeLike = ...,883 out: None = ...,884 keepdims: bool = ...,885 *,886 where: _ArrayLikeBool_co = ...,887) -> Any: ...888@overload889def mean(890 a: _ArrayLikeComplex_co | _ArrayLikeObject_co,891 axis: None | _ShapeLike = ...,892 dtype: DTypeLike = ...,893 out: _ArrayType = ...,894 keepdims: bool = ...,895 *,896 where: _ArrayLikeBool_co = ...,897) -> _ArrayType: ...898@overload899def std(900 a: _ArrayLikeComplex_co,901 axis: None = ...,902 dtype: None = ...,903 out: None = ...,904 ddof: float = ...,905 keepdims: Literal[False] = ...,906 *,907 where: _ArrayLikeBool_co = ...,908) -> floating[Any]: ...909@overload910def std(911 a: _ArrayLikeComplex_co | _ArrayLikeObject_co,912 axis: None | _ShapeLike = ...,913 dtype: None = ...,914 out: None = ...,915 ddof: float = ...,916 keepdims: bool = ...,917 *,918 where: _ArrayLikeBool_co = ...,919) -> Any: ...920@overload921def std(922 a: _ArrayLikeComplex_co | _ArrayLikeObject_co,923 axis: None = ...,924 dtype: _DTypeLike[_SCT] = ...,925 out: None = ...,926 ddof: float = ...,927 keepdims: Literal[False] = ...,928 *,929 where: _ArrayLikeBool_co = ...,930) -> _SCT: ...931@overload932def std(933 a: _ArrayLikeComplex_co | _ArrayLikeObject_co,934 axis: None | _ShapeLike = ...,935 dtype: DTypeLike = ...,936 out: None = ...,937 ddof: float = ...,938 keepdims: bool = ...,939 *,940 where: _ArrayLikeBool_co = ...,941) -> Any: ...942@overload943def std(944 a: _ArrayLikeComplex_co | _ArrayLikeObject_co,945 axis: None | _ShapeLike = ...,946 dtype: DTypeLike = ...,947 out: _ArrayType = ...,948 ddof: float = ...,949 keepdims: bool = ...,950 *,951 where: _ArrayLikeBool_co = ...,952) -> _ArrayType: ...953@overload954def var(955 a: _ArrayLikeComplex_co,956 axis: None = ...,957 dtype: None = ...,958 out: None = ...,959 ddof: float = ...,960 keepdims: Literal[False] = ...,961 *,962 where: _ArrayLikeBool_co = ...,963) -> floating[Any]: ...964@overload965def var(966 a: _ArrayLikeComplex_co | _ArrayLikeObject_co,967 axis: None | _ShapeLike = ...,968 dtype: None = ...,969 out: None = ...,970 ddof: float = ...,971 keepdims: bool = ...,972 *,973 where: _ArrayLikeBool_co = ...,974) -> Any: ...975@overload976def var(977 a: _ArrayLikeComplex_co | _ArrayLikeObject_co,978 axis: None = ...,979 dtype: _DTypeLike[_SCT] = ...,980 out: None = ...,981 ddof: float = ...,982 keepdims: Literal[False] = ...,983 *,984 where: _ArrayLikeBool_co = ...,985) -> _SCT: ...986@overload987def var(988 a: _ArrayLikeComplex_co | _ArrayLikeObject_co,989 axis: None | _ShapeLike = ...,990 dtype: DTypeLike = ...,991 out: None = ...,992 ddof: float = ...,993 keepdims: bool = ...,994 *,995 where: _ArrayLikeBool_co = ...,996) -> Any: ...997@overload998def var(999 a: _ArrayLikeComplex_co | _ArrayLikeObject_co,1000 axis: None | _ShapeLike = ...,1001 dtype: DTypeLike = ...,1002 out: _ArrayType = ...,1003 ddof: float = ...,1004 keepdims: bool = ...,1005 *,1006 where: _ArrayLikeBool_co = ...,...

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numeric.pyi

Source:numeric.pyi Github

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...47_ArrayType = TypeVar("_ArrayType", bound=NDArray[Any])48_CorrelateMode = Literal["valid", "same", "full"]49__all__: list[str]50@overload51def zeros_like(52 a: _ArrayType,53 dtype: None = ...,54 order: _OrderKACF = ...,55 subok: Literal[True] = ...,56 shape: None = ...,57) -> _ArrayType: ...58@overload59def zeros_like(60 a: _ArrayLike[_SCT],61 dtype: None = ...,62 order: _OrderKACF = ...,63 subok: bool = ...,64 shape: None | _ShapeLike = ...,65) -> NDArray[_SCT]: ...66@overload67def zeros_like(68 a: object,69 dtype: None = ...,70 order: _OrderKACF = ...,71 subok: bool = ...,72 shape: None | _ShapeLike= ...,73) -> NDArray[Any]: ...74@overload75def zeros_like(76 a: Any,77 dtype: _DTypeLike[_SCT],78 order: _OrderKACF = ...,79 subok: bool = ...,80 shape: None | _ShapeLike= ...,81) -> NDArray[_SCT]: ...82@overload83def zeros_like(84 a: Any,85 dtype: DTypeLike,86 order: _OrderKACF = ...,87 subok: bool = ...,88 shape: None | _ShapeLike= ...,89) -> NDArray[Any]: ...90@overload91def ones(92 shape: _ShapeLike,93 dtype: None = ...,94 order: _OrderCF = ...,95 *,96 like: _SupportsArrayFunc = ...,97) -> NDArray[float64]: ...98@overload99def ones(100 shape: _ShapeLike,101 dtype: _DTypeLike[_SCT],102 order: _OrderCF = ...,103 *,104 like: _SupportsArrayFunc = ...,105) -> NDArray[_SCT]: ...106@overload107def ones(108 shape: _ShapeLike,109 dtype: DTypeLike,110 order: _OrderCF = ...,111 *,112 like: _SupportsArrayFunc = ...,113) -> NDArray[Any]: ...114@overload115def ones_like(116 a: _ArrayType,117 dtype: None = ...,118 order: _OrderKACF = ...,119 subok: Literal[True] = ...,120 shape: None = ...,121) -> _ArrayType: ...122@overload123def ones_like(124 a: _ArrayLike[_SCT],125 dtype: None = ...,126 order: _OrderKACF = ...,127 subok: bool = ...,128 shape: None | _ShapeLike = ...,129) -> NDArray[_SCT]: ...130@overload131def ones_like(132 a: object,133 dtype: None = ...,134 order: _OrderKACF = ...,135 subok: bool = ...,136 shape: None | _ShapeLike= ...,137) -> NDArray[Any]: ...138@overload139def ones_like(140 a: Any,141 dtype: _DTypeLike[_SCT],142 order: _OrderKACF = ...,143 subok: bool = ...,144 shape: None | _ShapeLike= ...,145) -> NDArray[_SCT]: ...146@overload147def ones_like(148 a: Any,149 dtype: DTypeLike,150 order: _OrderKACF = ...,151 subok: bool = ...,152 shape: None | _ShapeLike= ...,153) -> NDArray[Any]: ...154@overload155def full(156 shape: _ShapeLike,157 fill_value: Any,158 dtype: None = ...,159 order: _OrderCF = ...,160 *,161 like: _SupportsArrayFunc = ...,162) -> NDArray[Any]: ...163@overload164def full(165 shape: _ShapeLike,166 fill_value: Any,167 dtype: _DTypeLike[_SCT],168 order: _OrderCF = ...,169 *,170 like: _SupportsArrayFunc = ...,171) -> NDArray[_SCT]: ...172@overload173def full(174 shape: _ShapeLike,175 fill_value: Any,176 dtype: DTypeLike,177 order: _OrderCF = ...,178 *,179 like: _SupportsArrayFunc = ...,180) -> NDArray[Any]: ...181@overload182def full_like(183 a: _ArrayType,184 fill_value: Any,185 dtype: None = ...,186 order: _OrderKACF = ...,187 subok: Literal[True] = ...,188 shape: None = ...,189) -> _ArrayType: ...190@overload191def full_like(192 a: _ArrayLike[_SCT],193 fill_value: Any,194 dtype: None = ...,195 order: _OrderKACF = ...,196 subok: bool = ...,197 shape: None | _ShapeLike = ...,198) -> NDArray[_SCT]: ...199@overload200def full_like(201 a: object,202 fill_value: Any,203 dtype: None = ...,204 order: _OrderKACF = ...,205 subok: bool = ...,206 shape: None | _ShapeLike= ...,207) -> NDArray[Any]: ...208@overload209def full_like(210 a: Any,211 fill_value: Any,212 dtype: _DTypeLike[_SCT],213 order: _OrderKACF = ...,214 subok: bool = ...,215 shape: None | _ShapeLike= ...,216) -> NDArray[_SCT]: ...217@overload218def full_like(219 a: Any,220 fill_value: Any,221 dtype: DTypeLike,222 order: _OrderKACF = ...,223 subok: bool = ...,224 shape: None | _ShapeLike= ...,225) -> NDArray[Any]: ...226@overload227def count_nonzero(228 a: ArrayLike,229 axis: None = ...,230 *,231 keepdims: Literal[False] = ...,232) -> int: ......

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