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# Tutorat de Programmation Avancée (SE3 - 2020/2021)
Ce dépôt `GIT` contient le sujet et les données utiles pour la réalisation du
_petit_ projet du module de Programmation Avancée.
> __Attention__: ce dépôt risque d'évoluer au cours de l'avancée des projets.
N'hésitez pas à le consulter régulièrement.
## Résumé
L'objectif de ce projet est de vérifier que vous maîtrisez les principes vus en
cours de programmation avancée : structures de données complexes,
lecture / écriture de fichiers, compilation séparée et automatique, utilisation
de gestionnaire de version...
Pour cela, le travail demandé est de réaliser une application qui permet d'analyser 58592 vols aux États Unis en 2014. Votre travail est de charger ces fichiers pour effectuer un certain nombre de requêtes (lister des vols selon plusieurs critères, lister l'aeroligne avec plus de retards, trouver un itinéraire, ...)
## Contexte
Les données sont stockées dans trois fichiers `CSV` (_comma-separated values_) qui est un format texte permettant de stocker des tableaux. Chaque ligne du fichier correspond à une ligne du tableau et les différents éléments d'une ligne sont
séparés par un élément particulier (en général une virgule `,` mais d'autres sont possibles `\t`, `;`...). La première ligne sert à décrire le nom des différents champs.
Par exemple, le fichier `flights.csv`, qui contient les vols, a la structure suivante :
~~~
MONTH,DAY,WEEKDAY,AIRLINE,ORG_AIR,DEST_AIR,SCHED_DEP,DEP_DELAY,AIR_TIME,DIST,SCHED_ARR,ARR_DELAY,DIVERTED,CANCELLED
1,1,4,WN,LAX,SLC,1625,58.0,94.0,590,1905,65.0,0,0
1,1,4,UA,DEN,IAD,823,7.0,154.0,1452,1333,-13.0,0,0
1,1,4,MQ,DFW,VPS,1305,36.0,85.0,641,1453,35.0,0,0
1,1,4,AA,DFW,DCA,1555,7.0,126.0,1192,1935,-7.0,0,0
1,1,4,WN,LAX,MCI,1720,48.0,166.0,1363,2225,39.0,0,0
~~~
Les premiers trois champs correspondent aux mois (`1` ou janvier), jour (`1`) et jour de la semaine (`4` ou mercredi), le quatrième à la compagnie aérienne suivant les codes IATA (`WN` ou Southwest Airlines Co.), `ORG_AIR` correspond à l'aéroport d'origine ou départ (`LAX`), `DEST_AIR` correspond à l'aéroport destination ou d'arrivée (`SLC`), `SCHED_DEP` correspond à l'heure de départ prévu (`1625`), `DEP_DELAY` correspond au délais de départ en minutes (`58.0`), `AIR_TIME` correspond à la durée du vol en minutes (`94.0`), `DIST` correspond à la distance en miles (`590`), `SCHED_ARR` correspond à l'heure d'arrivée prévu (`1905`), `ARR_DELAY` correspond au retard à l'arrivée en minutes (`65.0`), `DIVERTED` est un booléen qui indique si le vol a été déviée (`0`), et `CANCELLED` est un booléen qui indique si le vol a été annulé (`0`).
De la même façon, le fichier `airports.csv` décrit les aéroports et villes correspondent aux code IATA de la façon suivante :
```
IATA_CODE,AIRPORT,CITY,STATE,COUNTRY,LATITUDE,LONGITUDE
ABE,Lehigh Valley International Airport,Allentown,PA,USA,40.652359999999994,-75.4404
ABI,Abilene Regional Airport,Abilene,TX,USA,32.41132,-99.6819
ABQ,Albuquerque International Sunport,Albuquerque,NM,USA,35.04022,-106.60918999999998
```
ainsi que le fichier `airlines.csv` qui contient les codes IATA pour chaque compagnie aérienne :
```
IATA_CODE,AIRLINE
UA,United Air Lines Inc.
AA,American Airlines Inc.
US,US Airways Inc.
```
## Cahier des charges
Il vous est demandé de réaliser un programme qui charge les fichiers de données `CSV` (ils sont disponibles dans le répertoire `data`) et qui permet de les interroger facilement.
Le volume de données est relativement important, par conséquent un soin particulier devra être apporté aux structures de données utilisées et à la rapidité d'exécution de votre programme. Les choix algorithmiques devront obligatoirement être expliqués et justifiés dans votre rapport.
Pour permettre d'évaluer automatiquement la performance de votre programme et permettre une utilisation automatique par redirection, votre programme devra fonctionner de la manière suivante :
1. charger le fichier de données
2. attendre une commande
3. traiter la commande
4. afficher le résultat de cette commande
5. revenir à l'étape 2
Les commandes seront les suivantes:
**TODO: À TRAVAILLER LES REQUETTES !!!**
- `show-airports <airline_id>` : liste tous les aéroports depuis lesquels la compagnie aérienne `<airline_id>`
- `show-airlines <port_id>`: liste l'ensemble des compagnie aeriénnes depuis l'aéroport passé en paramètre
- `show-flights <port_id> <date> [<time>] [limit=xx]` : lister les vols qui partent de l'aéroport à la date, avec optionnellement une heure de début, et limité à xx vols
- `latest-flights` : donne les 5 vols qui ont subis les plus longs retards à l'arrivée
- `latest-airlines` : donne les 5 compagnies aériennes qui ont, en moyenne, le plus de retards
opère des vols
- `airlines <port_id>` : recherche compagnies aériens qui ont des vols qui départent l'aeroport `IATA_AIRPORT`
- `changed-flights <date>` : les vols annulés ou déviés à la date <date> (format M-D)
- CALCULATE_DURATION OF FLIGHTS
- ¡¡¡FIND AN ITINERARY!!!
- `9` : quit
Ainsi si votre exécutable s'appelle `projet_pa` il doit être possible de l'utiliser de la manière suivante:
~~~
$ ./projet_pa < data/requetes.txt
~~~
avec le fichier `requetes.txt` qui contient par exemple:
~~~
**TODO: design très spécifique des requettes !!!**
~~~
## Précisions sur les requêtes
TODO: Donner une structure pour les requêtes qui permet de les noter presque automatiquement!
## Déliverables
**La date de fin de projet est le xx mai 2021 23:59 CEST. Tout retard entraînera des pénalités.**
Vous n'avez rien à imprimer, ni des documents à envoyer par e-mail. Il faudra donner l'accès du dépôt à votre correcteur et celui-ci corrigera à partir de la dernière version du dépôt ou de la branche `release` (si elle existe) avant la date limite. Les `push` qui suivraient la date limite ne seront pas considérés.
Sur votre dépôt devront figurer :
- le code source correctement commenté et indenté
- un `Makefile` pour la compilation automatique
- un `README.md` décrivant l'utilisation de votre programme
- Un fichier `Rapport.md` ou un rapport au format PDF (les autres formats ne sont pas acceptés) de 6 pages maximum qui explique vos choix de structures de données, vos choix de conception algorithmique et les principales étapes du déroulement de votre programme.
# Annexes
## Pour démarrer
Pour commencer à travailler, vous pouvez faire un fork du dépôt qui contient le fichier `README.md` que vous êtes en train de lire. Ne pas oublier d'ajouter les quatre intervenants dans la liste des personnes ayant accès à votre dépôt (menu `Settings` à droite puis Menu `Members` puis bouton `New Projet Member`).
On rappelle brièvement les commandes `GIT` que vous serez amené à utiliser :
- `git help cmd` : pour avoir de l'aide sur la commande `cmd`
- `git add fichier` : pour ajouter au dépôt un nouveau fichier ou un fichier modifié
- `git commit -m "message qui explique les modifications"` : pour sauvegarder les modifications dans le dépôt local
- `git push` : pour mettre à jour le serveur avec votre version du dépôt
- `git pull` : pour récupérer la dernière version du serveur
- `git status`: pour voir l'état de votre dépôt local par rapport au serveur
- `git log --pretty=format:"%h - %an, %ar : %s"`: afficher le log des commits
N'hésitez pas à vous référer au polycopié de programmation avancée ou le 'cheat sheet' pour git pour les détails de chacune des commandes.
## Évaluation
L’évaluation de ce projet sera faite en utilisant de manière intensive les outils de traitement automatique. D’une part parce que ce sont des outils qui sont utilisés dans le monde professionnel (et autant les maîtriser le plus tôt possible) et d’autre part puisque cela permet d’évaluer objectivement une partie de votre travail.
- Respect des conventions de codage avec `clang-format`
- Compilation automatique avec `Makefile`
- Qualité de code avec `clang-tidy` et `cppcheck`
- Respect des conventions des nommage des commits avec `commitlint` (optionnel)
- Détection automatique de plagiat avec `moss`
- Intégration continue avec `GitLab-CI`, `check`, `llvm-cov` / `gcov` (optionnel)
- Un exemple de dépôt GitLab conforme à ce qui est attendu est disponible à l’adresse suivante [https://gitlab.com/jeremie.dequidt/ima_prog_adv](https://gitlab.com/jeremie.dequidt/ima_prog_adv).
## Convention de nommage des commits
Pour etre plus facilement lisible, vos commits devront suivre une convention de nommage. La convention utilisée par AngularJS est devenue très populaire. Elle est décrite à l’adresse suivante [Commit Message Conventions](https://gist.github.com/stephenparish/9941e89d80e2bc58a153).
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MIT License
Copyright (c) 2017 Packt
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
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IATA_CODE,AIRLINE
UA,United Air Lines Inc.
AA,American Airlines Inc.
US,US Airways Inc.
F9,Frontier Airlines Inc.
B6,JetBlue Airways
OO,Skywest Airlines Inc.
AS,Alaska Airlines Inc.
NK,Spirit Air Lines
WN,Southwest Airlines Co.
DL,Delta Air Lines Inc.
EV,Atlantic Southeast Airlines
HA,Hawaiian Airlines Inc.
MQ,American Eagle Airlines Inc.
VX,Virgin America
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IATA_CODE,AIRPORT,CITY,STATE,COUNTRY,LATITUDE,LONGITUDE
ABE,Lehigh Valley International Airport,Allentown,PA,USA,40.652359999999994,-75.4404
ABI,Abilene Regional Airport,Abilene,TX,USA,32.41132,-99.6819
ABQ,Albuquerque International Sunport,Albuquerque,NM,USA,35.04022,-106.60918999999998
ABR,Aberdeen Regional Airport,Aberdeen,SD,USA,45.449059999999996,-98.42183
ABY,Southwest Georgia Regional Airport,Albany,GA,USA,31.53552,-84.19447
ACK,Nantucket Memorial Airport,Nantucket,MA,USA,41.25305,-70.06018
ACT,Waco Regional Airport,Waco,TX,USA,31.611290000000004,-97.23052
ACV,Arcata Airport,Arcata/Eureka,CA,USA,40.978120000000004,-124.10862
ACY,Atlantic City International Airport,Atlantic City,NJ,USA,39.45758,-74.57717
ADK,Adak Airport,Adak,AK,USA,51.877959999999995,-176.64603
ADQ,Kodiak Airport,Kodiak,AK,USA,57.74997,-152.49386
AEX,Alexandria International Airport,Alexandria,LA,USA,31.327370000000002,-92.54856
AGS,Augusta Regional Airport (Bush Field),Augusta,GA,USA,33.36996,-81.9645
AKN,King Salmon Airport,King Salmon,AK,USA,58.6768,-156.64921999999999
ALB,Albany International Airport,Albany,NY,USA,42.74812,-73.80298
ALO,Waterloo Regional Airport,Waterloo,IA,USA,42.55708,-92.40034
AMA,Rick Husband Amarillo International Airport,Amarillo,TX,USA,35.21937,-101.70593000000001
ANC,Ted Stevens Anchorage International Airport,Anchorage,AK,USA,61.174319999999994,-149.99618999999998
APN,Alpena County Regional Airport,Alpena,MI,USA,45.078070000000004,-83.56029000000001
ASE,Aspen-Pitkin County Airport,Aspen,CO,USA,39.22316,-106.86885
ATL,Hartsfield-Jackson Atlanta International Airport,Atlanta,GA,USA,33.640440000000005,-84.42694
ATW,Appleton International Airport,Appleton,WI,USA,44.25741,-88.51948
AUS,Austin-Bergstrom International Airport,Austin,TX,USA,30.19453,-97.66986999999999
AVL,Asheville Regional Airport,Asheville,NC,USA,35.43619,-82.54181
AVP,Wilkes-Barre/Scranton International Airport,Wilkes-Barre/Scranton,PA,USA,41.33815,-75.72426999999999
AZO,Kalamazoo/Battle Creek International Airport,Kalamazoo,MI,USA,42.23488,-85.55206
BDL,Bradley International Airport,Windsor Locks,CT,USA,41.93887,-72.68323000000001
BET,Bethel Airport,Bethel,AK,USA,60.77978,-161.838
BFL,Meadows Field,Bakersfield,CA,USA,35.4336,-119.05677
BGM,Greater Binghamton Airport,Binghamton,NY,USA,42.20848,-75.97961
BGR,Bangor International Airport,Bangor,ME,USA,44.80744,-68.82814
BHM,Birmingham-Shuttlesworth International Airport,Birmingham,AL,USA,33.562940000000005,-86.75355
BIL,Billings Logan International Airport,Billings,MT,USA,45.80766,-108.54286
BIS,Bismarck Municipal Airport,Bismarck,ND,USA,46.77411,-100.74672
BJI,Bemidji Regional Airport,Bemidji,MN,USA,47.50942,-94.93372
BLI,Bellingham International Airport,Bellingham,WA,USA,48.79275,-122.53753
BMI,Central Illinois Regional Airport at Bloomington-Normal,Bloomington,IL,USA,40.477990000000005,-88.91595
BNA,Nashville International Airport,Nashville,TN,USA,36.12448,-86.67818
BOI,Boise Airport (Boise Air Terminal),Boise,ID,USA,43.564440000000005,-116.22278
BOS,Gen. Edward Lawrence Logan International Airport,Boston,MA,USA,42.36435,-71.00518000000001
BPT,Jack Brooks Regional Airport (Southeast Texas Regional),Beaumont/Port Arthur,TX,USA,29.95083,-94.02069
BQK,Brunswick Golden Isles Airport,Brunswick,GA,USA,31.25903,-81.46631
BQN,Rafael Hernández Airport,Aguadilla,PR,USA,18.49486,-67.12944
BRD,Brainerd Lakes Regional Airport,Brainerd,MN,USA,46.397859999999994,-94.13723
BRO,Brownsville/South Padre Island International Airport,Brownsville,TX,USA,25.90683,-97.42586
BRW,Wiley Post-Will Rogers Memorial Airport,Barrow,AK,USA,71.28545,-156.766
BTM,Bert Mooney Airport,Butte,MT,USA,45.9548,-112.49746
BTR,Baton Rouge Metropolitan Airport,Baton Rouge,LA,USA,30.53316,-91.14963
BTV,Burlington International Airport,Burlington,VT,USA,44.473,-73.15031
BUF,Buffalo Niagara International Airport,Buffalo,NY,USA,42.94052,-78.73217
BUR,Bob Hope Airport (Hollywood Burbank Airport),Burbank,CA,USA,34.20062,-118.3585
BWI,Baltimore-Washington International Airport,Baltimore,MD,USA,39.1754,-76.6682
BZN,Bozeman Yellowstone International Airport (Gallatin Field Airport),Bozeman,MT,USA,45.7769,-111.15301000000001
CAE,Columbia Metropolitan Airport,Columbia,SC,USA,33.93884,-81.11954
CAK,Akron-Canton Regional Airport,Akron,OH,USA,40.916309999999996,-81.44247
CDC,Cedar City Regional Airport,Cedar City,UT,USA,37.70097,-113.09858
CDV,Merle K. (Mudhole) Smith Airport,Cordova,AK,USA,60.49183000000001,-145.47765
CEC,Del Norte County Airport (Jack McNamara Field),Crescent City,CA,USA,41.780159999999995,-124.23653
CHA,Chattanooga Metropolitan Airport (Lovell Field),Chattanooga,TN,USA,35.035270000000004,-85.20379
CHO,Charlottesville-Albemarle Airport,Charlottesville,VA,USA,38.13864,-78.45286
CHS,Charleston International Airport/Charleston AFB,Charleston,SC,USA,32.89865,-80.04051
CID,The Eastern Iowa Airport,Cedar Rapids,IA,USA,41.88459,-91.71087
CIU,Chippewa County International Airport,Sault Ste. Marie,MI,USA,46.25075,-84.47239
CLD,McClellan-Palomar Airport,San Diego,CA,USA,33.12723,-117.27873000000001
CLE,Cleveland Hopkins International Airport,Cleveland,OH,USA,41.41089,-81.8494
CLL,Easterwood Airport,College Station,TX,USA,30.588590000000003,-96.36381999999999
CLT,Charlotte Douglas International Airport,Charlotte,NC,USA,35.214009999999995,-80.94313000000001
CMH,Port Columbus International Airport,Columbus,OH,USA,39.99799,-82.89188
CMI,University of Illinois - Willard Airport,Champaign/Urbana,IL,USA,40.03925,-88.27806
CMX,Houghton County Memorial Airport,Hancock,MI,USA,47.168420000000005,-88.48906
CNY,Canyonlands Field,Moab,UT,USA,38.75496,-109.75483999999999
COD,Yellowstone Regional Airport,Cody,WY,USA,44.52019,-109.0238
COS,City of Colorado Springs Municipal Airport,Colorado Springs,CO,USA,38.80581,-104.70025
COU,Columbia Regional Airport,Columbia,MO,USA,38.818090000000005,-92.21963000000001
CPR,Natrona County International Airport,Casper,WY,USA,42.908359999999995,-106.46446999999999
CRP,Corpus Christi International Airport,Corpus Christi,TX,USA,27.770359999999997,-97.50121999999999
CRW,Yeager Airport,Charleston,WV,USA,38.37315,-81.59319
CSG,Columbus Metropolitan Airport,Columbus,GA,USA,32.516329999999996,-84.93885999999999
CVG,Cincinnati/Northern Kentucky International Airport,Covington,KY,USA,39.04614,-84.66216999999999
CWA,Central Wisconsin Airport,Mosinee,WI,USA,44.77762,-89.66678
DAB,Daytona Beach International Airport,Daytona Beach,FL,USA,29.179920000000003,-81.05806
DAL,Dallas Love Field,Dallas,TX,USA,32.84711,-96.85177
DAY,James M. Cox Dayton International Airport,Dayton,OH,USA,39.90238,-84.21938
DBQ,Dubuque Regional Airport,Dubuque,IA,USA,42.40296,-90.70917
DCA,Ronald Reagan Washington National Airport,Arlington,VA,USA,38.85208,-77.03772
DEN,Denver International Airport,Denver,CO,USA,39.85841,-104.667
DFW,Dallas/Fort Worth International Airport,Dallas-Fort Worth,TX,USA,32.89595,-97.0372
DHN,Dothan Regional Airport,Dothan,AL,USA,31.321340000000003,-85.44963
DIK,Dickinson Theodore Roosevelt Regional Airport,Dickinson,ND,USA,46.79739,-102.80195
DLG,Dillingham Airport,Dillingham,AK,USA,59.04541,-158.50333999999998
DLH,Duluth International Airport,Duluth,MN,USA,46.84209,-92.19365
DRO,Durango-La Plata County Airport,Durango,CO,USA,37.15152,-107.75376999999999
DSM,Des Moines International Airport,Des Moines,IA,USA,41.534929999999996,-93.66068
DTW,Detroit Metropolitan Airport,Detroit,MI,USA,42.21206,-83.34884
DVL,Devils Lake Regional Airport,Devils Lake,ND,USA,48.11425,-98.90878000000001
EAU,Chippewa Valley Regional Airport,Eau Claire,WI,USA,44.86526,-91.48507
ECP,Northwest Florida Beaches International Airport,Panama City,FL,USA,,
EGE,Eagle County Regional Airport,Eagle,CO,USA,39.64257,-106.9177
EKO,Elko Regional Airport,Elko,NV,USA,40.82493,-115.7917
ELM,Elmira/Corning Regional Airport,Elmira,NY,USA,42.159909999999996,-76.89144
ELP,El Paso International Airport,El Paso,TX,USA,31.80667,-106.37781000000001
ERI,Erie International Airport,Erie,PA,USA,42.08202,-80.17622
ESC,Delta County Airport,Escanaba,MI,USA,45.72267,-87.09373000000001
EUG,Eugene Airport (Mahlon Sweet Field),Eugene,OR,USA,44.123259999999995,-123.21869
EVV,Evansville Regional Airport,Evansville,IN,USA,38.03799,-87.53063
EWN,Coastal Carolina Regional Airport (Craven County Regional),New Bern,NC,USA,35.07297,-77.04294
EWR,Newark Liberty International Airport,Newark,NJ,USA,40.6925,-74.16866
EYW,Key West International Airport,Key West,FL,USA,24.55611,-81.75956
FAI,Fairbanks International Airport,Fairbanks,AK,USA,64.81368,-147.85967
FAR,Hector International Airport,Fargo,ND,USA,46.91935,-96.81499000000001
FAT,Fresno Yosemite International Airport,Fresno,CA,USA,36.77619,-119.71813999999999
FAY,Fayetteville Regional Airport,Fayetteville,NC,USA,34.99147,-78.88
FCA,Glacier Park International Airport,Kalispell,MT,USA,48.3114,-114.25506999999999
FLG,Flagstaff Pulliam Airport,Flagstaff,AZ,USA,35.13845,-111.67121999999999
FLL,Fort Lauderdale-Hollywood International Airport,Ft. Lauderdale,FL,USA,26.07258,-80.15275
FNT,Bishop International Airport,Flint,MI,USA,42.9655,-83.74346
FSD,Sioux Falls Regional Airport,Sioux Falls,SD,USA,43.58135,-96.7417
FSM,Fort Smith Regional Airport,Fort Smith,AR,USA,35.33659,-94.36744
FWA,Fort Wayne International Airport,Fort Wayne,IN,USA,40.97847,-85.19515
GCC,Gillette-Campbell County Airport,Gillette,WY,USA,44.3489,-105.53936000000002
GCK,Garden City Regional Airport,Garden City,KS,USA,37.92752,-100.72440999999999
GEG,Spokane International Airport,Spokane,WA,USA,47.619859999999996,-117.53383999999998
GFK,Grand Forks International Airport,Grand Forks,ND,USA,47.949259999999995,-97.17611
GGG,East Texas Regional Airport,Longview,TX,USA,32.384859999999996,-94.71171
GJT,Grand Junction Regional Airport (Walker Field),Grand Junction,CO,USA,39.122409999999995,-108.52673
GNV,Gainesville Regional Airport,Gainesville,FL,USA,29.69006,-82.27178
GPT,Gulfport-Biloxi International Airport,Gulfport-Biloxi,MS,USA,30.40728,-89.07009000000001
GRB,Green Bay-Austin Straubel International Airport,Green Bay,WI,USA,44.48507,-88.12959000000001
GRI,Central Nebraska Regional Airport,Grand Island,NE,USA,40.96747,-98.30861
GRK,Killeen-Fort Hood Regional Airport,Killeen,TX,USA,31.0649,-97.8278
GRR,Gerald R. Ford International Airport,Grand Rapids,MI,USA,42.88082,-85.52277
GSO,Piedmont Triad International Airport,Greensboro,NC,USA,36.09775,-79.9373
GSP,Greenville-Spartanburg International Airport,Greer,SC,USA,34.89567,-82.21885999999999
GST,Gustavus Airport,Gustavus,AK,USA,58.424380000000006,-135.70738
GTF,Great Falls International Airport,Great Falls,MT,USA,47.482,-111.37069
GTR,Golden Triangle Regional Airport,Columbus-Starkville-West Point,MS,USA,33.45033,-88.59137
GUC,Gunnison-Crested Butte Regional Airport,Gunnison,CO,USA,38.53396,-106.93318000000001
GUM,Guam International Airport,Agana,GU,USA,13.48345,-144.79598000000001
HDN,Yampa Valley Airport (Yampa Valley Regional),Hayden,CO,USA,40.48118,-107.21766000000001
HIB,Range Regional Airport (Chisholm-Hibbing Airport),Hibbing,MN,USA,47.3866,-92.83899
HLN,Helena Regional Airport,Helena,MT,USA,46.60682,-111.98275
HNL,Honolulu International Airport,Honolulu,HI,USA,21.31869,-157.92241
HOB,Lea County Regional Airport,Hobbs,NM,USA,32.687529999999995,-103.21703000000001
HOU,William P. Hobby Airport,Houston,TX,USA,29.64542,-95.27889
HPN,Westchester County Airport,White Plains,NY,USA,41.066959999999995,-73.70756999999999
HRL,Valley International Airport,Harlingen,TX,USA,26.228509999999996,-97.65439
HSV,Huntsville International Airport,Huntsville,AL,USA,34.64045,-86.77311
HYA,Barnstable Municipal Airport,Hyannis,MA,USA,41.669340000000005,-70.28036
HYS,Hays Regional Airport,Hays,KS,USA,38.84494,-99.27403000000001
IAD,Washington Dulles International Airport,Chantilly,VA,USA,38.94453,-77.45581
IAG,Niagara Falls International Airport,Niagara Falls,NY,USA,43.10726,-78.94538
IAH,George Bush Intercontinental Airport,Houston,TX,USA,29.98047,-95.33972
ICT,Wichita Dwight D. Eisenhower National Airport (Wichita Mid-Continent Airport),Wichita,KS,USA,37.64996,-97.43305
IDA,Idaho Falls Regional Airport,Idaho Falls,ID,USA,43.514559999999996,-112.07016999999999
ILG,Wilmington Airport,Wilmington,DE,USA,39.67872,-75.60653
ILM,Wilmington International Airport,Wilmington,NC,USA,34.27061,-77.90256
IMT,Ford Airport,Iron Mountain/Kingsford,MI,USA,45.81835,-88.11454
IND,Indianapolis International Airport,Indianapolis,IN,USA,39.71733,-86.29438
INL,Falls International Airport,International Falls,MN,USA,48.56619,-93.40307
ISN,Sloulin Field International Airport,Williston,ND,USA,48.17794,-103.64235
ISP,Long Island MacArthur Airport,Islip,NY,USA,40.79524,-73.10021
ITH,Ithaca Tompkins Regional Airport,Ithaca,NY,USA,42.49103,-76.45844
ITO,Hilo International Airport,Hilo,HI,USA,19.72026,-155.04847
JAC,Jackson Hole Airport,Jackson,WY,USA,43.60732,-110.73773999999999
JAN,Jackson-Evers International Airport,Jackson,MS,USA,32.311170000000004,-90.07589
JAX,Jacksonville International Airport,Jacksonville,FL,USA,30.494059999999998,-81.68786
JFK,John F. Kennedy International Airport (New York International Airport),New York,NY,USA,40.63975,-73.77893
JLN,Joplin Regional Airport,Joplin,MO,USA,37.15181,-94.49826999999999
JMS,Jamestown Regional Airport,Jamestown,ND,USA,46.92972,-98.6782
JNU,Juneau International Airport,Juneau,AK,USA,58.35496,-134.57628
KOA,Kona International Airport at Keahole,Kailua/Kona,HI,USA,19.738770000000002,-156.04563000000002
KTN,Ketchikan International Airport,Ketchikan,AK,USA,55.35556999999999,-131.71374
LAN,Capital Region International Airport ( Lansing Capital City),Lansing,MI,USA,42.7787,-84.58736
LAR,Laramie Regional Airport,Laramie,WY,USA,41.31205,-105.67499
LAS,McCarran International Airport,Las Vegas,NV,USA,36.08036,-115.15233
LAW,Lawton-Fort Sill Regional Airport,Lawton,OK,USA,34.56771,-98.41664
LAX,Los Angeles International Airport,Los Angeles,CA,USA,33.94254,-118.40807
LBB,Lubbock Preston Smith International Airport,Lubbock,TX,USA,33.66364,-101.82278000000001
LBE,Arnold Palmer Regional Airport,Latrobe,PA,USA,40.275940000000006,-79.4048
LCH,Lake Charles Regional Airport,Lake Charles,LA,USA,30.1261,-93.2234
LEX,Blue Grass Airport,Lexington,KY,USA,38.036970000000004,-84.60539
LFT,Lafayette Regional Airport,Lafayette,LA,USA,30.20528,-91.98765999999999
LGA,LaGuardia Airport (Marine Air Terminal),New York,NY,USA,40.77724,-73.87261
LGB,Long Beach Airport (Daugherty Field),Long Beach,CA,USA,33.81772,-118.15161
LIH,Lihue Airport,Lihue,HI,USA,21.97598,-159.33896000000001
LIT,Bill and Hillary Clinton National Airport (Adams Field),Little Rock,AR,USA,34.7294,-92.22425
LNK,Lincoln Airport (Lincoln Municipal),Lincoln,NE,USA,40.850970000000004,-96.75925
LRD,Laredo International Airport,Laredo,TX,USA,27.543740000000003,-99.46154
LSE,La Crosse Regional Airport,La Crosse,WI,USA,43.87938,-91.25654
LWS,Lewiston-Nez Perce County Airport,Lewiston,ID,USA,46.3745,-117.01539
MAF,Midland International Airport,Midland,TX,USA,31.942529999999998,-102.20191
MBS,MBS International Airport,Saginaw,MI,USA,43.53291,-84.07965
MCI,Kansas City International Airport,Kansas City,MO,USA,39.29761,-94.71391
MCO,Orlando International Airport,Orlando,FL,USA,28.428890000000003,-81.31603
MDT,Harrisburg International Airport,Harrisburg,PA,USA,40.1935,-76.7634
MDW,Chicago Midway International Airport,Chicago,IL,USA,41.78598,-87.75242
MEI,Meridian Regional Airport,Meridian,MS,USA,32.33313,-88.75121
MEM,Memphis International Airport,Memphis,TN,USA,35.04242,-89.97667
MFE,McAllen-Miller International Airport (McAllen Miller International),McAllen,TX,USA,26.175829999999998,-98.23861
MFR,Rogue Valley International Airport,Medford,OR,USA,42.37423,-122.8735
MGM,Montgomery Regional Airport,Montgomery,AL,USA,32.30064,-86.39398
MHK,Manhattan Regional Airport,Manhattan,KS,USA,39.14097,-96.67083000000001
MHT,Manchester-Boston Regional Airport,Manchester,NH,USA,42.93452,-71.43706
MIA,Miami International Airport,Miami,FL,USA,25.79325,-80.29056
MKE,General Mitchell International Airport,Milwaukee,WI,USA,42.94722,-87.89658
MKG,Muskegon County Airport,Muskegon,MI,USA,43.16949,-86.23822
MLB,Melbourne International Airport,Melbourne,FL,USA,28.10275,-80.64581
MLI,Quad City International Airport,Moline,IL,USA,41.44853,-90.50754
MLU,Monroe Regional Airport,Monroe,LA,USA,32.510870000000004,-92.03769
MMH,Mammoth Yosemite Airport,Mammoth Lakes,CA,USA,37.62405,-118.83776999999999
MOB,Mobile Regional Airport,Mobile,AL,USA,30.69142,-88.24283
MOT,Minot International Airport,Minot,ND,USA,48.25938,-101.28033
MQT,Sawyer International Airport,Marquette,MI,USA,46.353640000000006,-87.39536
MRY,Monterey Regional Airport (Monterey Peninsula Airport),Monterey,CA,USA,36.58698,-121.84295
MSN,Dane County Regional Airport,Madison,WI,USA,43.13986,-89.33751
MSO,Missoula International Airport,Missoula,MT,USA,46.916309999999996,-114.09056000000001
MSP,Minneapolis-Saint Paul International Airport,Minneapolis,MN,USA,44.88055,-93.21692
MSY,Louis Armstrong New Orleans International Airport,New Orleans,LA,USA,29.99339,-90.25803
MTJ,Montrose Regional Airport,Montrose,CO,USA,38.50887,-107.89383000000001
MVY,Martha's Vineyard Airport,Marthas Vineyard,MA,USA,41.393029999999996,-70.61433000000001
MYR,Myrtle Beach International Airport,Myrtle Beach,SC,USA,33.67975,-78.92833
OAJ,Albert J. Ellis Airport,Jacksonville,NC,USA,34.829159999999995,-77.61214
OAK,Oakland International Airport,Oakland,CA,USA,37.72129,-122.22072
OGG,Kahului Airport,Kahului,HI,USA,20.89865,-156.43046
OKC,Will Rogers World Airport,Oklahoma City,OK,USA,35.39309,-97.60073
OMA,Eppley Airfield,Omaha,NE,USA,41.30252,-95.89416999999999
OME,Nome Airport,Nome,AK,USA,64.5122,-165.44525
ONT,Ontario International Airport,Ontario,CA,USA,34.056,-117.60118999999999
ORD,Chicago O'Hare International Airport,Chicago,IL,USA,41.9796,-87.90446
ORF,Norfolk International Airport,Norfolk,VA,USA,36.89461,-76.20121999999999
ORH,Worcester Regional Airport,Worcester,MA,USA,42.267340000000004,-71.87571
OTH,Southwest Oregon Regional Airport (North Bend Municipal),North Bend,OR,USA,43.41714,-124.24603
OTZ,Ralph Wien Memorial Airport,Kotzebue,AK,USA,66.88468,-162.59855
PAH,Barkley Regional Airport,Paducah,KY,USA,37.060829999999996,-88.77375
PBG,Plattsburgh International Airport,Plattsburgh,NY,USA,,
PBI,Palm Beach International Airport,West Palm Beach,FL,USA,26.683159999999997,-80.09559
PDX,Portland International Airport,Portland,OR,USA,45.58872,-122.5975
PHF,Newport News/Williamsburg International Airport,Newport News,VA,USA,37.1319,-76.49299
PHL,Philadelphia International Airport,Philadelphia,PA,USA,39.87195,-75.24114
PHX,Phoenix Sky Harbor International Airport,Phoenix,AZ,USA,33.43417,-112.00806000000001
PIA,General Wayne A. Downing Peoria International Airport,Peoria,IL,USA,40.66424,-89.69331
PIB,Hattiesburg-Laurel Regional Airport,Hattiesburg-Laurel,MS,USA,31.46715,-89.33706
PIH,Pocatello Regional Airport,Pocatello,ID,USA,42.91131,-112.59586000000002
PIT,Pittsburgh International Airport,Pittsburgh,PA,USA,40.49147,-80.23286999999999
PLN,Pellston Regional Airport of Emmet County,Pellston,MI,USA,45.57093,-84.79672
PNS,Pensacola International Airport (Pensacola Gulf Coast Regional Airport),Pensacola,FL,USA,30.473309999999998,-87.18744000000001
PPG,Pago Pago International Airport (Tafuna Airport),Pago Pago,AS,USA,14.33102,-170.71053
PSC,Tri-Cities Airport,Pasco,WA,USA,46.26468,-119.11903000000001
PSE,Mercedita Airport,Ponce,PR,USA,18.0083,-66.56300999999999
PSG,Petersburg James A. Johnson Airport,Petersburg,AK,USA,56.80165,-132.94528
PSP,Palm Springs International Airport,Palm Springs,CA,USA,33.82922,-116.50625
PUB,Pueblo Memorial Airport,Pueblo,CO,USA,38.28909,-104.49656999999999
PVD,Theodore Francis Green State Airport,Providence,RI,USA,41.724,-71.42822
PWM,Portland International Jetport,Portland,ME,USA,43.64617,-70.30875
RAP,Rapid City Regional Airport,Rapid City,SD,USA,44.045320000000004,-103.05736999999999
RDD,Redding Municipal Airport,Redding,CA,USA,40.50898,-122.2934
RDM,Redmond Municipal Airport (Roberts Field),Redmond,OR,USA,44.25407,-121.14996000000001
RDU,Raleigh-Durham International Airport,Raleigh,NC,USA,35.87764,-78.78747
RHI,Rhinelander-Oneida County Airport,Rhinelander,WI,USA,45.631190000000004,-89.46745
RIC,Richmond International Airport,Richmond,VA,USA,37.50517,-77.31967
RKS,Rock Springs-Sweetwater County Airport,Rock Springs,WY,USA,41.59422,-109.06518999999999
RNO,Reno/Tahoe International Airport,Reno,NV,USA,39.49858,-119.76806
ROA,Roanoke Regional Airport (Woodrum Field),Roanoke,VA,USA,37.32547,-79.97543
ROC,Greater Rochester International Airport,Rochester,NY,USA,43.11887,-77.67238
ROW,Roswell International Air Center,Roswell,NM,USA,33.301559999999995,-104.53056
RST,Rochester International Airport,Rochester,MN,USA,43.90883,-92.49799
RSW,Southwest Florida International Airport,Ft. Myers,FL,USA,26.536170000000002,-81.75516999999999
SAF,Santa Fe Municipal Airport,Santa Fe,NM,USA,35.61678,-106.08814
SAN,San Diego International Airport (Lindbergh Field),San Diego,CA,USA,32.73356,-117.18966
SAT,San Antonio International Airport,San Antonio,TX,USA,29.533690000000004,-98.46978
SAV,Savannah/Hilton Head International Airport,Savannah,GA,USA,32.12758,-81.20214
SBA,Santa Barbara Municipal Airport (Santa Barbara Airport),Santa Barbara,CA,USA,34.42621,-119.84037
SBN,South Bend International Airport (South Bend Regional),South Bend,IN,USA,41.70895,-86.31846999999999
SBP,San Luis Obispo County Regional Airport (McChesney Field),San Luis Obispo,CA,USA,35.23706,-120.64238999999999
SCC,Deadhorse Airport (Prudhoe Bay Airport),Deadhorse,AK,USA,70.19476,-148.46516
SCE,University Park Airport,State College,PA,USA,40.851209999999995,-77.8463
SDF,Louisville International Airport (Standiford Field),Louisville,KY,USA,38.17439,-85.736
SEA,Seattle-Tacoma International Airport,Seattle,WA,USA,47.44898,-122.30931000000001
SFO,San Francisco International Airport,San Francisco,CA,USA,37.619,-122.37483999999999
SGF,Springfield-Branson National Airport,Springfield,MO,USA,37.24433,-93.38686
SGU,St. George Regional Airport,St George,UT,USA,37.090579999999996,-113.59306000000001
SHV,Shreveport Regional Airport,Shreveport,LA,USA,32.44663,-93.8256
SIT,Sitka Rocky Gutierrez Airport,Sitka,AK,USA,57.04714,-135.3616
SJC,Norman Y. Mineta San José International Airport,San Jose,CA,USA,37.36186,-121.92901
SJT,San Angelo Regional Airport (Mathis Field),San Angelo,TX,USA,31.35775,-100.49631
SJU,Luis Muñoz Marín International Airport,San Juan,PR,USA,18.439420000000002,-66.00183
SLC,Salt Lake City International Airport,Salt Lake City,UT,USA,40.78839,-111.97776999999999
SMF,Sacramento International Airport,Sacramento,CA,USA,38.69542,-121.59076999999999
SMX,Santa Maria Public Airport (Capt G. Allan Hancock Field),Santa Maria,CA,USA,34.89925,-120.45758000000001
SNA,John Wayne Airport (Orange County Airport),Santa Ana,CA,USA,33.67566,-117.86822
SPI,Abraham Lincoln Capital Airport,Springfield,IL,USA,39.84395,-89.67761999999999
SPS,Wichita Falls Municipal Airport/Sheppard AFB,Wichita Falls,TX,USA,33.9888,-98.49189
SRQ,Sarasota-Bradenton International Airport,Sarasota,FL,USA,27.395329999999998,-82.55411
STC,St. Cloud Regional Airport,St Cloud,MN,USA,45.545320000000004,-94.05834
STL,St. Louis International Airport at Lambert Field,St Louis,MO,USA,38.747690000000006,-90.35999
STT,Cyril E. King Airport,Charlotte Amalie,VI,USA,18.337310000000002,-64.97336
STX,Henry E. Rohlsen Airport,Christiansted,VI,USA,17.70189,-64.79856
SUN,Friedman Memorial Airport,Hailey,ID,USA,43.50484,-114.29659
SUX,Sioux Gateway Airport,Sioux City,IA,USA,42.4026,-96.38436999999999
SWF,Stewart International Airport,Newburgh,NY,USA,41.504090000000005,-74.10484
SYR,Syracuse Hancock International Airport,Syracuse,NY,USA,43.11119,-76.10631
TLH,Tallahassee International Airport,Tallahassee,FL,USA,30.39653,-84.35033
TOL,Toledo Express Airport,Toledo,OH,USA,41.58681,-83.80783000000001
TPA,Tampa International Airport,Tampa,FL,USA,27.97547,-82.53325
TRI,Tri-Cities Regional Airport,Bristol,TN,USA,36.47521,-82.40742
TTN,Trenton Mercer Airport,Trenton,NJ,USA,40.27669,-74.81347
TUL,Tulsa International Airport,Tulsa,OK,USA,36.198370000000004,-95.88824
TUS,Tucson International Airport,Tucson,AZ,USA,32.11608,-110.94103
TVC,Cherry Capital Airport,Traverse City,MI,USA,44.741440000000004,-85.58224
TWF,Magic Valley Regional Airport (Joslin Field),Twin Falls,ID,USA,42.4818,-114.48773999999999
TXK,Texarkana Regional Airport (Webb Field),Texarkana,AR,USA,33.45371,-93.99101999999999
TYR,Tyler Pounds Regional Airport,Tyler,TX,USA,32.35414,-95.40239
TYS,McGhee Tyson Airport,Knoxville,TN,USA,35.812490000000004,-83.99286
UST,Northeast Florida Regional Airport (St. Augustine Airport),St. Augustine,FL,USA,,
VEL,Valdez Airport,Vernal,UT,USA,40.4409,-109.50992
VLD,Valdosta Regional Airport,Valdosta,GA,USA,30.7825,-83.27672
VPS,Destin-Fort Walton Beach Airport/Eglin AFB,Valparaiso,FL,USA,30.48325,-86.5254
WRG,Wrangell Airport,Wrangell,AK,USA,56.48433000000001,-132.36982
WYS,Westerly State Airport,West Yellowstone,MT,USA,44.6884,-111.11764
XNA,Northwest Arkansas Regional Airport,Fayetteville/Springdale/Rogers,AR,USA,36.28187,-94.30681
YAK,Yakutat Airport,Yakutat,AK,USA,59.50336,-139.66023
YUM,Yuma International Airport,Yuma,AZ,USA,32.65658,-114.60597
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