csv : python read : pandas operation : codebase struct

09b02f98 · rakesh.pv · 09b02f98 · 09b02f98 · 09b02f98 · 09b02f98
Commit 09b02f98 authored Jan 27, 2023 by rakesh.pv
14 changed files
--- a/.idea/.gitignore
+++ b/.idea/.gitignore
+# Default ignored files
+/shelf/
+/workspace.xml
--- a/.idea/.name
+++ b/.idea/.name
+csv_read_concat_python_codebase
\ No newline at end of file
--- a/.idea/csv_read_concat_python_codebase.iml
+++ b/.idea/csv_read_concat_python_codebase.iml
+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$">
+      <excludeFolder url="file://$MODULE_DIR$/venv" />
+    </content>
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+</module>
\ No newline at end of file
--- a/.idea/inspectionProfiles/profiles_settings.xml
+++ b/.idea/inspectionProfiles/profiles_settings.xml
+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>
\ No newline at end of file
--- a/.idea/misc.xml
+++ b/.idea/misc.xml
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.9" project-jdk-type="Python SDK" />
+</project>
\ No newline at end of file
--- a/.idea/modules.xml
+++ b/.idea/modules.xml
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/../csv_and_pandas-master-8f151ed8c92ee86e30f8253f5db0f7ec06356c4c/.idea/csv_read_concat_python_codebase.iml" filepath="$PROJECT_DIR$/../csv_and_pandas-master-8f151ed8c92ee86e30f8253f5db0f7ec06356c4c/.idea/csv_read_concat_python_codebase.iml" />
+    </modules>
+  </component>
+</project>
\ No newline at end of file
--- a/.idea/sonarlint/issuestore/index.pb
+++ b/.idea/sonarlint/issuestore/index.pb
--- a/.idea/vcs.xml
+++ b/.idea/vcs.xml
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="$PROJECT_DIR$" vcs="Git" />
+  </component>
+</project>
\ No newline at end of file
--- a/main.py
+++ b/main.py
+import os
+
+import uvicorn
+
+from scrips.core.services.app import data_set
+
+if __name__ == "__main__":
+    data_set()
+
--- a/scrips/core/handlers/read_data.py
+++ b/scrips/core/handlers/read_data.py
+import pandas as pd
+
+
+def data_set():
+    data_frame = pd.read_csv('scrips/temp/MOCK_DATA.csv', chunksize=100)
+
+    head_of_new_data = []
+    i = 1
+    new_dataframe = pd.DataFrame(columns=head_of_new_data)
+    for chunks in data_frame:
+        chunks['full_name'] = chunks['first_name'] + chunks['last_name']
+
+        while i > 0:
+            head_of_new_data.append(chunks.head(0))
+            i = i - 1
+        new_dataframe = pd.concat([new_dataframe, chunks])
+    new_dataframe.to_csv('scrips/temp/new_df.csv', index=False)
--- a/scrips/core/services/app.py
+++ b/scrips/core/services/app.py
+from scrips.core.handlers.read_data import data_set
+
+data_set()
\ No newline at end of file
--- a/scrips/temp/MOCK_DATA.csv
+++ b/scrips/temp/MOCK_DATA.csv
+id,first_name,last_name
+1,Ardene,Barhams
+2,Valentine,Hourston
+3,Horatia,Seeviour
+4,Irina,Gilford
+5,Cyril,Thing
+6,Rahal,Hadaway
+7,Cassius,O'Hickee
+8,Dorree,Drayn
+9,Valene,Brymham
+10,Alaric,Jentet
+11,Cairistiona,Maillard
+12,Cassandry,Walklot
+13,Kakalina,Carlyle
+14,Sandie,Urpeth
+15,Powell,Commucci
+16,Kassi,Panswick
+17,Pace,Gamlen
+18,Sibeal,Gayforth
+19,Jennifer,Nevitt
+20,Chaim,Murphey
+21,Saw,Leil
+22,Dareen,Lorroway
+23,Adrianne,Sauvan
+24,Duff,Aspell
+25,Sergei,Mifflin
+26,Tammy,Nassy
+27,Thea,Carne
+28,Jeremias,Nockles
+29,Bonny,Wakelin
+30,Ivy,Stennett
+31,Tucker,Leckenby
+32,Peter,Whistlecroft
+33,Layton,Meakes
+34,Arlene,Haffard
+35,Minta,Bassindale
+36,Eloisa,Atwill
+37,Cherida,Ferier
+38,Dodi,Dodshun
+39,Goober,Cainey
+40,Geri,Cassels
+41,Mathilda,Towler
+42,Grover,Skillington
+43,Alejandro,Holgan
+44,Isadora,Osment
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+47,Ximenez,Iori
+48,Alisander,Barnfield
+49,Adelice,Frontczak
+50,Stevana,Pennetti
+51,Karlens,Mantrup
+52,Angelle,Rowan
+53,Janela,Venable
+54,Katinka,Kilby
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+56,Alley,Blayney
+57,Goldie,Dumbare
+58,Tatiana,Tolworthy
+59,Skipton,Silson
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+255,Blakelee,O'Keevan
+256,Chloette,Ziebart
+257,Iseabal,Stepney
+258,Dorthea,Berriman
+259,Cassaundra,Trammel
+260,Alfonso,Raywood
+261,Dixie,Beceril
+262,Arabella,De Carlo
+263,Jayne,Roobottom
+264,Mischa,Hawkridge
+265,Amabelle,MacCardle
+266,Conney,Cressar
+267,Meghann,Fladgate
+268,Llewellyn,Marks
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+273,Ferguson,Meadway
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+324,Brittni,Mateu
+325,Ayn,Couvet
+326,Elysia,Cohalan
+327,Franky,Donet
+328,Sutherlan,Clausewitz
+329,Marketa,McVity
+330,Emmaline,Pidgen
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+332,Charissa,Shambroke
+333,Lainey,Boyack
+334,Winny,Chaim
+335,Tiffany,Alvey
+336,Lotta,Jurczyk
+337,Martainn,Toogood
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+342,Shanna,Brand-Hardy
+343,Dorita,Powis
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+369,Lonni,Birtwell
+370,Fernande,Hannent
+371,Dolorita,Eastridge
+372,Roda,Imlin
+373,Aldwin,Lafay
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+375,Dory,Ramshay
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+384,Agnese,Warlow
+385,Bartie,Upjohn
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+623,Findley,Engley
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+629,Ingram,Yeiles
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+631,Roxanne,Rostron
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+639,Katrine,Bangley
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+654,Burr,Ruf
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+730,Urbanus,Skey
+731,Shae,Prigg
+732,Pooh,Matiashvili
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+743,Jacquie,McCabe
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+752,Hazel,Jahnig
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+754,Weylin,Chatelot
+755,Ozzie,Dibsdale
+756,Adlai,Saward
+757,Lincoln,Lushey
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+760,Hadrian,Torrisi
+761,Vinson,Keddle
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+763,Ara,Kimbley
+764,Egor,McAlarney
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+770,Leann,Gianni
+771,Jourdan,Blasio
+772,Billie,Withrop
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+776,Bar,Caps
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+778,Kin,McAuley
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+794,Paco,Wessel
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+799,Clea,Adamov
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+823,Towny,Jager
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+829,Berte,Pickless
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+848,Nancee,Obern
+849,Fiorenze,Poolman
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+894,Rosabelle,Spink
+895,Stacey,Bethune
+896,Fitzgerald,Willcot
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+899,Winnah,Mintoft
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+904,Jarrett,MacGorman
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+918,Merrick,Fairey
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+921,Fania,Caccavella
+922,Eve,Evitts
+923,Lucian,Mardling
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+929,Cyril,Wagstaff
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+931,Fanchette,Henmarsh
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+933,Alayne,Fernandez
+934,Levy,Brunotti
+935,Arturo,McGeachey
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+938,Claiborne,Krook
+939,Alissa,Gymlett
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+942,Ardyth,Fenby
+943,Peta,Brill
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+945,Lizzie,MacKaig
+946,Moss,Weine
+947,Ingaberg,Blastock
+948,Brandy,Jeannin
+949,Mathilde,Ianizzi
+950,Aldus,d' Eye
+951,Jillayne,Yves
+952,Phineas,Carloni
+953,Reed,Flintoft
+954,Stormy,Oldknow
+955,Barry,Dennis
+956,Issie,Rich
+957,Fernando,Tanswell
+958,Seamus,Dooher
+959,Ettore,Stempe
+960,Deloria,Weatherhill
+961,Natka,Dykes
+962,Stephenie,Jereatt
+963,Binky,Norville
+964,Annabela,Frantzen
+965,Selinda,Gulliford
+966,Tresa,Seed
+967,Ethelbert,Maylor
+968,Noll,Hollows
+969,Deeann,Blick
+970,Devinne,Hark
+971,Isabel,Hyder
+972,Joeann,Dabes
+973,Guthrie,Gathwaite
+974,Katti,Butchart
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+979,Rebeka,Farlamb
+980,Torey,Bewshea
+981,Peggie,Enrigo
+982,Bo,Simonnot
+983,Kort,Sharpling
+984,Wakefield,Kubes
+985,Fredric,Stayt
+986,Shane,Dodson
+987,Isaak,Kornalik
+988,Michaeline,Shilleto
+989,Flori,Stoeck
+990,Page,Lewtey
+991,Willis,Mariyushkin
+992,Row,Pellant
+993,Hadleigh,McPheat
+994,Lanae,Boskell
+995,Koren,Maccraw
+996,Pearce,Fellgett
+997,Stavros,Gauden
+998,Lora,Amery
+999,Basilio,Worsnup
+1000,Rebecca,Somerton
--- a/scrips/temp/append.csv
+++ b/scrips/temp/append.csv
+id,first_name,last_name,full_name
+1,Ardene,Barhams,ArdeneBarhams
+2,Valentine,Hourston,ValentineHourston
+3,Horatia,Seeviour,HoratiaSeeviour
+4,Irina,Gilford,IrinaGilford
+5,Cyril,Thing,CyrilThing
+6,Rahal,Hadaway,RahalHadaway
+7,Cassius,O'Hickee,CassiusO'Hickee
+8,Dorree,Drayn,DorreeDrayn
+9,Valene,Brymham,ValeneBrymham
+10,Alaric,Jentet,AlaricJentet
+11,Cairistiona,Maillard,CairistionaMaillard
+12,Cassandry,Walklot,CassandryWalklot
+13,Kakalina,Carlyle,KakalinaCarlyle
+14,Sandie,Urpeth,SandieUrpeth
+15,Powell,Commucci,PowellCommucci
+16,Kassi,Panswick,KassiPanswick
+17,Pace,Gamlen,PaceGamlen
+18,Sibeal,Gayforth,SibealGayforth
+19,Jennifer,Nevitt,JenniferNevitt
+20,Chaim,Murphey,ChaimMurphey
+21,Saw,Leil,SawLeil
+22,Dareen,Lorroway,DareenLorroway
+23,Adrianne,Sauvan,AdrianneSauvan
+24,Duff,Aspell,DuffAspell
+25,Sergei,Mifflin,SergeiMifflin
+26,Tammy,Nassy,TammyNassy
+27,Thea,Carne,TheaCarne
+28,Jeremias,Nockles,JeremiasNockles
+29,Bonny,Wakelin,BonnyWakelin
+30,Ivy,Stennett,IvyStennett
+31,Tucker,Leckenby,TuckerLeckenby
+32,Peter,Whistlecroft,PeterWhistlecroft
+33,Layton,Meakes,LaytonMeakes
+34,Arlene,Haffard,ArleneHaffard
+35,Minta,Bassindale,MintaBassindale
+36,Eloisa,Atwill,EloisaAtwill
+37,Cherida,Ferier,CheridaFerier
+38,Dodi,Dodshun,DodiDodshun
+39,Goober,Cainey,GooberCainey
+40,Geri,Cassels,GeriCassels
+41,Mathilda,Towler,MathildaTowler
+42,Grover,Skillington,GroverSkillington
+43,Alejandro,Holgan,AlejandroHolgan
+44,Isadora,Osment,IsadoraOsment
+45,Doll,Volett,DollVolett
+46,Becki,Carmen,BeckiCarmen
+47,Ximenez,Iori,XimenezIori
+48,Alisander,Barnfield,AlisanderBarnfield
+49,Adelice,Frontczak,AdeliceFrontczak
+50,Stevana,Pennetti,StevanaPennetti
+51,Karlens,Mantrup,KarlensMantrup
+52,Angelle,Rowan,AngelleRowan
+53,Janela,Venable,JanelaVenable
+54,Katinka,Kilby,KatinkaKilby
+55,Bayard,Badrick,BayardBadrick
+56,Alley,Blayney,AlleyBlayney
+57,Goldie,Dumbare,GoldieDumbare
+58,Tatiana,Tolworthy,TatianaTolworthy
+59,Skipton,Silson,SkiptonSilson
+60,Monika,Knotton,MonikaKnotton
+61,Carola,Bristo,CarolaBristo
+62,Steve,Dullard,SteveDullard
+63,Bryn,Dewberry,BrynDewberry
+64,Nat,Brownsett,NatBrownsett
+65,Tobe,Hillhouse,TobeHillhouse
+66,Dar,Klessmann,DarKlessmann
+67,Sheena,Rallin,SheenaRallin
+68,Johna,Ferenczi,JohnaFerenczi
+69,Eula,Lawlee,EulaLawlee
+70,Carma,French,CarmaFrench
+71,Wilow,Scrivens,WilowScrivens
+72,Tisha,Battey,TishaBattey
+73,Shalna,Espadas,ShalnaEspadas
+74,Berni,Eberle,BerniEberle
+75,Leshia,Sheen,LeshiaSheen
+76,Vivien,Worner,VivienWorner
+77,Ealasaid,Cressar,EalasaidCressar
+78,Dougie,Behrens,DougieBehrens
+79,Amery,Crippen,AmeryCrippen
+80,Hedi,Ary,HediAry
+81,Jessee,Blyth,JesseeBlyth
+82,Tonya,Chenery,TonyaChenery
+83,Blake,Sherwell,BlakeSherwell
+84,Horacio,O'Loughane,HoracioO'Loughane
+85,Artie,Curuclis,ArtieCuruclis
+86,Craggy,Segges,CraggySegges
+87,Willow,Yakunin,WillowYakunin
+88,Elyssa,Galbreth,ElyssaGalbreth
+89,Rufe,Coushe,RufeCoushe
+90,Kimmy,McGreary,KimmyMcGreary
+91,Tiler,Braisted,TilerBraisted
+92,Gennie,Elwyn,GennieElwyn
+93,Dorothea,Rouke,DorotheaRouke
+94,Angel,Roll,AngelRoll
+95,Rosella,Mustarde,RosellaMustarde
+96,Victor,Egre,VictorEgre
+97,Barnabe,Traviss,BarnabeTraviss
+98,Melba,Baythorp,MelbaBaythorp
+99,Cliff,Breese,CliffBreese
+100,Demeter,Sheeran,DemeterSheeran
+101,Ronnica,Densell,RonnicaDensell
+102,Filberto,Dionsetto,FilbertoDionsetto
+103,Ericha,Eymer,ErichaEymer
+104,Heddie,McCullagh,HeddieMcCullagh
+105,Aubrie,Vannuchi,AubrieVannuchi
+106,Stanford,Trippett,StanfordTrippett
+107,Pearline,Boylan,PearlineBoylan
+108,Elvis,Winter,ElvisWinter
+109,Ebony,Zannolli,EbonyZannolli
+110,Cassey,Gumery,CasseyGumery
+111,Ronna,Antonowicz,RonnaAntonowicz
+112,Domingo,Lightowlers,DomingoLightowlers
+113,Cross,Spry,CrossSpry
+114,Eustace,Triplett,EustaceTriplett
+115,Winne,Smails,WinneSmails
+116,Jesse,Crosfield,JesseCrosfield
+117,Jaye,Worsalls,JayeWorsalls
+118,Marley,McGibbon,MarleyMcGibbon
+119,Laverna,Rival,LavernaRival
+120,Andre,Suett,AndreSuett
+121,Keeley,Joanic,KeeleyJoanic
+122,Moll,Lindsay,MollLindsay
+123,Dacie,Dailey,DacieDailey
+124,Marlo,Kirvell,MarloKirvell
+125,Fiann,Dawidowitz,FiannDawidowitz
+126,Chad,Tinmouth,ChadTinmouth
+127,Ursulina,Lydiate,UrsulinaLydiate
+128,Trixy,Gartsyde,TrixyGartsyde
+129,Jennilee,Sneyd,JennileeSneyd
+130,Grazia,Brimacombe,GraziaBrimacombe
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+132,Marcos,Tschursch,MarcosTschursch
+133,Auberon,Harrald,AuberonHarrald
+134,Mariska,Fibben,MariskaFibben
+135,Ernst,Hoyles,ErnstHoyles
+136,Krishna,Klesel,KrishnaKlesel
+137,Devonne,O'Leahy,DevonneO'Leahy
+138,Hali,Piotrkowski,HaliPiotrkowski
+139,Gonzalo,Poizer,GonzaloPoizer
+140,Moise,Milberry,MoiseMilberry
+141,Reece,Curd,ReeceCurd
+142,Olive,Mangenet,OliveMangenet
+143,Hernando,Dauney,HernandoDauney
+144,Anthia,Ziemens,AnthiaZiemens
+145,Truman,Teather,TrumanTeather
+146,Fran,Lefort,FranLefort
+147,Amabelle,Gabbitis,AmabelleGabbitis
+148,Virgil,Garlant,VirgilGarlant
+149,Sybyl,Sargerson,SybylSargerson
+150,Maggie,Lighterness,MaggieLighterness
+151,Angelina,Oty,AngelinaOty
+152,Dulcia,Quilty,DulciaQuilty
+153,Jo,Pagitt,JoPagitt
+154,Grazia,Boggon,GraziaBoggon
+155,Rubia,Wahncke,RubiaWahncke
+156,Royall,Westman,RoyallWestman
+157,Rodd,Mum,RoddMum
+158,Vivianne,O'Drought,VivianneO'Drought
+159,Kilian,Zeal,KilianZeal
+160,Raychel,Whates,RaychelWhates
+161,Jerrold,Wortley,JerroldWortley
+162,Andeee,Barta,AndeeeBarta
+163,Susy,Simkin,SusySimkin
+164,Eolanda,Reitenbach,EolandaReitenbach
+165,Carol,Liptrot,CarolLiptrot
+166,Jackqueline,Mackerness,JackquelineMackerness
+167,Alejandro,Radsdale,AlejandroRadsdale
+168,Conni,Dawby,ConniDawby
+169,Sianna,Pascoe,SiannaPascoe
+170,Rubie,Baus,RubieBaus
+171,Licha,Cowx,LichaCowx
+172,Jeanette,Coulson,JeanetteCoulson
+173,Kerr,Reeds,KerrReeds
+174,Costa,Menchenton,CostaMenchenton
+175,Drucy,Milan,DrucyMilan
+176,Jeremie,Causer,JeremieCauser
+177,Moore,Kobiela,MooreKobiela
+178,Gerta,Blabber,GertaBlabber
+179,Barry,Nannizzi,BarryNannizzi
+180,Shanda,Latty,ShandaLatty
+181,Andonis,Fabbri,AndonisFabbri
+182,Molli,Stopher,MolliStopher
+183,Maribeth,Runnett,MaribethRunnett
+184,Elnora,Kharchinski,ElnoraKharchinski
+185,Ives,Poad,IvesPoad
+186,Abey,Swinburn,AbeySwinburn
+187,Carolynn,Cud,CarolynnCud
+188,Lynnett,Boother,LynnettBoother
+189,Vickie,Kwietak,VickieKwietak
+190,Cedric,Meddick,CedricMeddick
+191,Lorraine,Stathers,LorraineStathers
+192,Annette,Setchfield,AnnetteSetchfield
+193,Artemis,Burmingham,ArtemisBurmingham
+194,Thadeus,Mougeot,ThadeusMougeot
+195,Fiona,Roche,FionaRoche
+196,Willem,Martinelli,WillemMartinelli
+197,Richy,Oran,RichyOran
+198,Eleonore,Enever,EleonoreEnever
+199,Junette,Oldershaw,JunetteOldershaw
+200,Eva,Bratten,EvaBratten
+201,Dalston,Mulrean,DalstonMulrean
+202,Theodoric,Filippazzo,TheodoricFilippazzo
+203,Mannie,Darwood,MannieDarwood
+204,Goddard,MacCaughen,GoddardMacCaughen
+205,Sybille,Pahlsson,SybillePahlsson
+206,Marne,Attew,MarneAttew
+207,Vevay,Sitch,VevaySitch
+208,Jobey,Blick,JobeyBlick
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+681,Conroy,Gerardi,ConroyGerardi
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+690,Tito,Mably,TitoMably
+691,Klarrisa,Andrejs,KlarrisaAndrejs
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+701,Ring,Bellson,RingBellson
+702,Meade,O'Loughnan,MeadeO'Loughnan
+703,Corliss,Keep,CorlissKeep
+704,Emery,Reburn,EmeryReburn
+705,Suzanne,Dunnion,SuzanneDunnion
+706,Robinia,McGaughie,RobiniaMcGaughie
+707,Guillaume,Print,GuillaumePrint
+708,Maggy,Currie,MaggyCurrie
+709,Anjela,Winfrey,AnjelaWinfrey
+710,Ker,Foucher,KerFoucher
+711,Evangelia,Buntine,EvangeliaBuntine
+712,Bartram,Vampouille,BartramVampouille
+713,Diandra,Wharton,DiandraWharton
+714,Zebedee,Forcade,ZebedeeForcade
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+721,Talbot,Ronchetti,TalbotRonchetti
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+724,Kaitlyn,Adamik,KaitlynAdamik
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+727,Lyell,Milier,LyellMilier
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+731,Shae,Prigg,ShaePrigg
+732,Pooh,Matiashvili,PoohMatiashvili
+733,Gus,Brushfield,GusBrushfield
+734,Lucilia,Airy,LuciliaAiry
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+738,Law,Schutte,LawSchutte
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+740,Benedetto,McGibbon,BenedettoMcGibbon
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+742,Susana,Jakov,SusanaJakov
+743,Jacquie,McCabe,JacquieMcCabe
+744,Denice,Daskiewicz,DeniceDaskiewicz
+745,Hogan,Dmtrovic,HoganDmtrovic
+746,Karmen,MacComiskey,KarmenMacComiskey
+747,Corinna,Hurford,CorinnaHurford
+748,Reece,Van Geffen,ReeceVan Geffen
+749,Jo-ann,Kienl,Jo-annKienl
+750,Timothea,Gammill,TimotheaGammill
+751,Brandon,Mival,BrandonMival
+752,Hazel,Jahnig,HazelJahnig
+753,Barrett,Gravestone,BarrettGravestone
+754,Weylin,Chatelot,WeylinChatelot
+755,Ozzie,Dibsdale,OzzieDibsdale
+756,Adlai,Saward,AdlaiSaward
+757,Lincoln,Lushey,LincolnLushey
+758,Trudy,Tempest,TrudyTempest
+759,Bambie,Raraty,BambieRaraty
+760,Hadrian,Torrisi,HadrianTorrisi
+761,Vinson,Keddle,VinsonKeddle
+762,Melisent,Blaksley,MelisentBlaksley
+763,Ara,Kimbley,AraKimbley
+764,Egor,McAlarney,EgorMcAlarney
+765,Ailee,Myall,AileeMyall
+766,Seymour,Couchman,SeymourCouchman
+767,Penelopa,McIntee,PenelopaMcIntee
+768,Arman,Orcas,ArmanOrcas
+769,Murdock,Spinley,MurdockSpinley
+770,Leann,Gianni,LeannGianni
+771,Jourdan,Blasio,JourdanBlasio
+772,Billie,Withrop,BillieWithrop
+773,Clem,Toon,ClemToon
+774,Taylor,Utteridge,TaylorUtteridge
+775,Lissa,Broxholme,LissaBroxholme
+776,Bar,Caps,BarCaps
+777,Lula,Georgeot,LulaGeorgeot
+778,Kin,McAuley,KinMcAuley
+779,Jessika,Garlett,JessikaGarlett
+780,Patrizius,Kos,PatriziusKos
+781,Jacquetta,Lamke,JacquettaLamke
+782,Maia,MacMurray,MaiaMacMurray
+783,Heinrick,Kinworthy,HeinrickKinworthy
+784,Thea,Michie,TheaMichie
+785,Elvyn,Trask,ElvynTrask
+786,Myca,Kent,MycaKent
+787,Elton,California,EltonCalifornia
+788,Clovis,Canedo,ClovisCanedo
+789,Laney,Mioni,LaneyMioni
+790,Aidan,Muspratt,AidanMuspratt
+791,Dedie,Grafom,DedieGrafom
+792,Dale,Christoffels,DaleChristoffels
+793,Fabian,Pickthall,FabianPickthall
+794,Paco,Wessel,PacoWessel
+795,Jourdan,Stalman,JourdanStalman
+796,Kelsey,Auty,KelseyAuty
+797,Heidie,Joskowitz,HeidieJoskowitz
+798,Herbie,Ahearne,HerbieAhearne
+799,Clea,Adamov,CleaAdamov
+800,Lou,Bray,LouBray
+801,Chrissy,Anthona,ChrissyAnthona
+802,Giulia,McKearnen,GiuliaMcKearnen
+803,Codie,Cufflin,CodieCufflin
+804,Kenneth,Bucklee,KennethBucklee
+805,Emmi,Beebee,EmmiBeebee
+806,Galven,Boarder,GalvenBoarder
+807,Ulric,Karchewski,UlricKarchewski
+808,Alfie,Wetton,AlfieWetton
+809,Jeff,Killock,JeffKillock
+810,Doti,Kemer,DotiKemer
+811,Celka,Maraga,CelkaMaraga
+812,Virgie,Megson,VirgieMegson
+813,Agosto,Gallimore,AgostoGallimore
+814,Helli,Writer,HelliWriter
+815,Carmelita,Vonasek,CarmelitaVonasek
+816,Boycie,Cowlas,BoycieCowlas
+817,Gennie,Burkill,GennieBurkill
+818,Darda,Hymas,DardaHymas
+819,Berna,Larrat,BernaLarrat
+820,Wakefield,McMurraya,WakefieldMcMurraya
+821,Filia,Wintle,FiliaWintle
+822,Gene,Dumberrill,GeneDumberrill
+823,Towny,Jager,TownyJager
+824,Byram,Woodman,ByramWoodman
+825,Arney,Keatch,ArneyKeatch
+826,Idelle,Gethen,IdelleGethen
+827,Walther,Cully,WaltherCully
+828,Melisande,Macrow,MelisandeMacrow
+829,Berte,Pickless,BertePickless
+830,Pace,Courvert,PaceCourvert
+831,Tildy,Duker,TildyDuker
+832,Monah,Duffin,MonahDuffin
+833,Rowen,Gauvin,RowenGauvin
+834,Martelle,Nutkins,MartelleNutkins
+835,Dwayne,Hannabus,DwayneHannabus
+836,Jarvis,Sprigg,JarvisSprigg
+837,Augustine,Ivanishev,AugustineIvanishev
+838,Corene,Bleas,CoreneBleas
+839,Margi,Penzer,MargiPenzer
+840,Rosamund,Bresner,RosamundBresner
+841,Diahann,Gorch,DiahannGorch
+842,Aldrich,Solly,AldrichSolly
+843,Garik,Duckering,GarikDuckering
+844,Joyous,Wyse,JoyousWyse
+845,Lydia,Kleinsmuntz,LydiaKleinsmuntz
+846,Katharina,Guillotin,KatharinaGuillotin
+847,Kayle,De Roeck,KayleDe Roeck
+848,Nancee,Obern,NanceeObern
+849,Fiorenze,Poolman,FiorenzePoolman
+850,Roz,Hawe,RozHawe
+851,Rhianna,Lucia,RhiannaLucia
+852,Rebekkah,Goulbourn,RebekkahGoulbourn
+853,Shalom,Leaning,ShalomLeaning
+854,Livia,McGeechan,LiviaMcGeechan
+855,Jethro,De La Salle,JethroDe La Salle
+856,Ardra,Mockler,ArdraMockler
+857,Regan,Cleghorn,ReganCleghorn
+858,Sharai,Dod,SharaiDod
+859,Sibyl,Cheverton,SibylCheverton
+860,Lorena,Gready,LorenaGready
+861,Barron,Rymill,BarronRymill
+862,Vasili,Selland,VasiliSelland
+863,Linn,Ingliss,LinnIngliss
+864,Sallyann,Duffell,SallyannDuffell
+865,Beau,Ellesmere,BeauEllesmere
+866,Garret,Hillatt,GarretHillatt
+867,Tiebold,Suttill,TieboldSuttill
+868,Darci,Anselmi,DarciAnselmi
+869,Jayson,Kee,JaysonKee
+870,Jeanie,Benit,JeanieBenit
+871,Irwin,Haggas,IrwinHaggas
+872,Doralia,Lawlee,DoraliaLawlee
+873,Sandro,McErlaine,SandroMcErlaine
+874,Waldemar,Gow,WaldemarGow
+875,Emelia,MacGeaney,EmeliaMacGeaney
+876,Vanny,Raveau,VannyRaveau
+877,Edlin,Halbeard,EdlinHalbeard
+878,Agna,Richfield,AgnaRichfield
+879,Adi,Morales,AdiMorales
+880,Selinda,Queenborough,SelindaQueenborough
+881,Ferne,Seeds,FerneSeeds
+882,Constance,Giamuzzo,ConstanceGiamuzzo
+883,Becki,Fergyson,BeckiFergyson
+884,Noreen,Betz,NoreenBetz
+885,Vyky,Luckings,VykyLuckings
+886,Flore,Ferriman,FloreFerriman
+887,Cordelia,Trays,CordeliaTrays
+888,Vicki,Wyeth,VickiWyeth
+889,Natalie,Sitch,NatalieSitch
+890,Randie,Dawidowitz,RandieDawidowitz
+891,Fidelity,Call,FidelityCall
+892,Ivor,Rouf,IvorRouf
+893,Hurleigh,Asbrey,HurleighAsbrey
+894,Rosabelle,Spink,RosabelleSpink
+895,Stacey,Bethune,StaceyBethune
+896,Fitzgerald,Willcot,FitzgeraldWillcot
+897,Rubetta,Verheyden,RubettaVerheyden
+898,Yves,Towhey,YvesTowhey
+899,Winnah,Mintoft,WinnahMintoft
+900,Dyane,Mecozzi,DyaneMecozzi
+901,Immanuel,Arthurs,ImmanuelArthurs
+902,Rorke,Henkmann,RorkeHenkmann
+903,Audi,Velez,AudiVelez
+904,Jarrett,MacGorman,JarrettMacGorman
+905,Tirrell,Likely,TirrellLikely
+906,Abbie,Anderbrugge,AbbieAnderbrugge
+907,Terrijo,Smallthwaite,TerrijoSmallthwaite
+908,Hermy,Dewar,HermyDewar
+909,Gearard,Winterburn,GearardWinterburn
+910,Sheree,Dwire,ShereeDwire
+911,Rabbi,Raspison,RabbiRaspison
+912,Vinni,Whelband,VinniWhelband
+913,Danni,Spohr,DanniSpohr
+914,Sari,Mellem,SariMellem
+915,Daffy,Loftie,DaffyLoftie
+916,Kaye,Labbett,KayeLabbett
+917,Haskell,Forrester,HaskellForrester
+918,Merrick,Fairey,MerrickFairey
+919,Maximilianus,Sanchez,MaximilianusSanchez
+920,Veronique,Jordon,VeroniqueJordon
+921,Fania,Caccavella,FaniaCaccavella
+922,Eve,Evitts,EveEvitts
+923,Lucian,Mardling,LucianMardling
+924,Candie,Showte,CandieShowte
+925,Lek,Tchir,LekTchir
+926,Jarvis,Domotor,JarvisDomotor
+927,Karin,Fillary,KarinFillary
+928,Marlowe,Makeswell,MarloweMakeswell
+929,Cyril,Wagstaff,CyrilWagstaff
+930,Ferne,Cranefield,FerneCranefield
+931,Fanchette,Henmarsh,FanchetteHenmarsh
+932,Yank,Maurice,YankMaurice
+933,Alayne,Fernandez,AlayneFernandez
+934,Levy,Brunotti,LevyBrunotti
+935,Arturo,McGeachey,ArturoMcGeachey
+936,Lou,Fullick,LouFullick
+937,Madelene,Hartington,MadeleneHartington
+938,Claiborne,Krook,ClaiborneKrook
+939,Alissa,Gymlett,AlissaGymlett
+940,Marketa,Siemandl,MarketaSiemandl
+941,Dag,Lukianovich,DagLukianovich
+942,Ardyth,Fenby,ArdythFenby
+943,Peta,Brill,PetaBrill
+944,Vincent,Glowach,VincentGlowach
+945,Lizzie,MacKaig,LizzieMacKaig
+946,Moss,Weine,MossWeine
+947,Ingaberg,Blastock,IngabergBlastock
+948,Brandy,Jeannin,BrandyJeannin
+949,Mathilde,Ianizzi,MathildeIanizzi
+950,Aldus,d' Eye,Aldusd' Eye
+951,Jillayne,Yves,JillayneYves
+952,Phineas,Carloni,PhineasCarloni
+953,Reed,Flintoft,ReedFlintoft
+954,Stormy,Oldknow,StormyOldknow
+955,Barry,Dennis,BarryDennis
+956,Issie,Rich,IssieRich
+957,Fernando,Tanswell,FernandoTanswell
+958,Seamus,Dooher,SeamusDooher
+959,Ettore,Stempe,EttoreStempe
+960,Deloria,Weatherhill,DeloriaWeatherhill
+961,Natka,Dykes,NatkaDykes
+962,Stephenie,Jereatt,StephenieJereatt
+963,Binky,Norville,BinkyNorville
+964,Annabela,Frantzen,AnnabelaFrantzen
+965,Selinda,Gulliford,SelindaGulliford
+966,Tresa,Seed,TresaSeed
+967,Ethelbert,Maylor,EthelbertMaylor
+968,Noll,Hollows,NollHollows
+969,Deeann,Blick,DeeannBlick
+970,Devinne,Hark,DevinneHark
+971,Isabel,Hyder,IsabelHyder
+972,Joeann,Dabes,JoeannDabes
+973,Guthrie,Gathwaite,GuthrieGathwaite
+974,Katti,Butchart,KattiButchart
+975,Jsandye,Twelve,JsandyeTwelve
+976,Ara,Perrott,AraPerrott
+977,Torin,Dillaway,TorinDillaway
+978,Libbi,Antoniutti,LibbiAntoniutti
+979,Rebeka,Farlamb,RebekaFarlamb
+980,Torey,Bewshea,ToreyBewshea
+981,Peggie,Enrigo,PeggieEnrigo
+982,Bo,Simonnot,BoSimonnot
+983,Kort,Sharpling,KortSharpling
+984,Wakefield,Kubes,WakefieldKubes
+985,Fredric,Stayt,FredricStayt
+986,Shane,Dodson,ShaneDodson
+987,Isaak,Kornalik,IsaakKornalik
+988,Michaeline,Shilleto,MichaelineShilleto
+989,Flori,Stoeck,FloriStoeck
+990,Page,Lewtey,PageLewtey
+991,Willis,Mariyushkin,WillisMariyushkin
+992,Row,Pellant,RowPellant
+993,Hadleigh,McPheat,HadleighMcPheat
+994,Lanae,Boskell,LanaeBoskell
+995,Koren,Maccraw,KorenMaccraw
+996,Pearce,Fellgett,PearceFellgett
+997,Stavros,Gauden,StavrosGauden
+998,Lora,Amery,LoraAmery
+999,Basilio,Worsnup,BasilioWorsnup
+1000,Rebecca,Somerton,RebeccaSomerton
--- a/scrips/temp/new_df.csv
+++ b/scrips/temp/new_df.csv
+id,first_name,last_name,full_name
+1,Ardene,Barhams,ArdeneBarhams
+2,Valentine,Hourston,ValentineHourston
+3,Horatia,Seeviour,HoratiaSeeviour
+4,Irina,Gilford,IrinaGilford
+5,Cyril,Thing,CyrilThing
+6,Rahal,Hadaway,RahalHadaway
+7,Cassius,O'Hickee,CassiusO'Hickee
+8,Dorree,Drayn,DorreeDrayn
+9,Valene,Brymham,ValeneBrymham
+10,Alaric,Jentet,AlaricJentet
+11,Cairistiona,Maillard,CairistionaMaillard
+12,Cassandry,Walklot,CassandryWalklot
+13,Kakalina,Carlyle,KakalinaCarlyle
+14,Sandie,Urpeth,SandieUrpeth
+15,Powell,Commucci,PowellCommucci
+16,Kassi,Panswick,KassiPanswick
+17,Pace,Gamlen,PaceGamlen
+18,Sibeal,Gayforth,SibealGayforth
+19,Jennifer,Nevitt,JenniferNevitt
+20,Chaim,Murphey,ChaimMurphey
+21,Saw,Leil,SawLeil
+22,Dareen,Lorroway,DareenLorroway
+23,Adrianne,Sauvan,AdrianneSauvan
+24,Duff,Aspell,DuffAspell
+25,Sergei,Mifflin,SergeiMifflin
+26,Tammy,Nassy,TammyNassy
+27,Thea,Carne,TheaCarne
+28,Jeremias,Nockles,JeremiasNockles
+29,Bonny,Wakelin,BonnyWakelin
+30,Ivy,Stennett,IvyStennett
+31,Tucker,Leckenby,TuckerLeckenby
+32,Peter,Whistlecroft,PeterWhistlecroft
+33,Layton,Meakes,LaytonMeakes
+34,Arlene,Haffard,ArleneHaffard
+35,Minta,Bassindale,MintaBassindale
+36,Eloisa,Atwill,EloisaAtwill
+37,Cherida,Ferier,CheridaFerier
+38,Dodi,Dodshun,DodiDodshun
+39,Goober,Cainey,GooberCainey
+40,Geri,Cassels,GeriCassels
+41,Mathilda,Towler,MathildaTowler
+42,Grover,Skillington,GroverSkillington
+43,Alejandro,Holgan,AlejandroHolgan
+44,Isadora,Osment,IsadoraOsment
+45,Doll,Volett,DollVolett
+46,Becki,Carmen,BeckiCarmen
+47,Ximenez,Iori,XimenezIori
+48,Alisander,Barnfield,AlisanderBarnfield
+49,Adelice,Frontczak,AdeliceFrontczak
+50,Stevana,Pennetti,StevanaPennetti
+51,Karlens,Mantrup,KarlensMantrup
+52,Angelle,Rowan,AngelleRowan
+53,Janela,Venable,JanelaVenable
+54,Katinka,Kilby,KatinkaKilby
+55,Bayard,Badrick,BayardBadrick
+56,Alley,Blayney,AlleyBlayney
+57,Goldie,Dumbare,GoldieDumbare
+58,Tatiana,Tolworthy,TatianaTolworthy
+59,Skipton,Silson,SkiptonSilson
+60,Monika,Knotton,MonikaKnotton
+61,Carola,Bristo,CarolaBristo
+62,Steve,Dullard,SteveDullard
+63,Bryn,Dewberry,BrynDewberry
+64,Nat,Brownsett,NatBrownsett
+65,Tobe,Hillhouse,TobeHillhouse
+66,Dar,Klessmann,DarKlessmann
+67,Sheena,Rallin,SheenaRallin
+68,Johna,Ferenczi,JohnaFerenczi
+69,Eula,Lawlee,EulaLawlee
+70,Carma,French,CarmaFrench
+71,Wilow,Scrivens,WilowScrivens
+72,Tisha,Battey,TishaBattey
+73,Shalna,Espadas,ShalnaEspadas
+74,Berni,Eberle,BerniEberle
+75,Leshia,Sheen,LeshiaSheen
+76,Vivien,Worner,VivienWorner
+77,Ealasaid,Cressar,EalasaidCressar
+78,Dougie,Behrens,DougieBehrens
+79,Amery,Crippen,AmeryCrippen
+80,Hedi,Ary,HediAry
+81,Jessee,Blyth,JesseeBlyth
+82,Tonya,Chenery,TonyaChenery
+83,Blake,Sherwell,BlakeSherwell
+84,Horacio,O'Loughane,HoracioO'Loughane
+85,Artie,Curuclis,ArtieCuruclis
+86,Craggy,Segges,CraggySegges
+87,Willow,Yakunin,WillowYakunin
+88,Elyssa,Galbreth,ElyssaGalbreth
+89,Rufe,Coushe,RufeCoushe
+90,Kimmy,McGreary,KimmyMcGreary
+91,Tiler,Braisted,TilerBraisted
+92,Gennie,Elwyn,GennieElwyn
+93,Dorothea,Rouke,DorotheaRouke
+94,Angel,Roll,AngelRoll
+95,Rosella,Mustarde,RosellaMustarde
+96,Victor,Egre,VictorEgre
+97,Barnabe,Traviss,BarnabeTraviss
+98,Melba,Baythorp,MelbaBaythorp
+99,Cliff,Breese,CliffBreese
+100,Demeter,Sheeran,DemeterSheeran
+101,Ronnica,Densell,RonnicaDensell
+102,Filberto,Dionsetto,FilbertoDionsetto
+103,Ericha,Eymer,ErichaEymer
+104,Heddie,McCullagh,HeddieMcCullagh
+105,Aubrie,Vannuchi,AubrieVannuchi
+106,Stanford,Trippett,StanfordTrippett
+107,Pearline,Boylan,PearlineBoylan
+108,Elvis,Winter,ElvisWinter
+109,Ebony,Zannolli,EbonyZannolli
+110,Cassey,Gumery,CasseyGumery
+111,Ronna,Antonowicz,RonnaAntonowicz
+112,Domingo,Lightowlers,DomingoLightowlers
+113,Cross,Spry,CrossSpry
+114,Eustace,Triplett,EustaceTriplett
+115,Winne,Smails,WinneSmails
+116,Jesse,Crosfield,JesseCrosfield
+117,Jaye,Worsalls,JayeWorsalls
+118,Marley,McGibbon,MarleyMcGibbon
+119,Laverna,Rival,LavernaRival
+120,Andre,Suett,AndreSuett
+121,Keeley,Joanic,KeeleyJoanic
+122,Moll,Lindsay,MollLindsay
+123,Dacie,Dailey,DacieDailey
+124,Marlo,Kirvell,MarloKirvell
+125,Fiann,Dawidowitz,FiannDawidowitz
+126,Chad,Tinmouth,ChadTinmouth
+127,Ursulina,Lydiate,UrsulinaLydiate
+128,Trixy,Gartsyde,TrixyGartsyde
+129,Jennilee,Sneyd,JennileeSneyd
+130,Grazia,Brimacombe,GraziaBrimacombe
+131,Rufus,Cowthard,RufusCowthard
+132,Marcos,Tschursch,MarcosTschursch
+133,Auberon,Harrald,AuberonHarrald
+134,Mariska,Fibben,MariskaFibben
+135,Ernst,Hoyles,ErnstHoyles
+136,Krishna,Klesel,KrishnaKlesel
+137,Devonne,O'Leahy,DevonneO'Leahy
+138,Hali,Piotrkowski,HaliPiotrkowski
+139,Gonzalo,Poizer,GonzaloPoizer
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