Service des séries chronologiques¶
Le service retourne des séries chronologies des données d’une variable à un point donné ou une zone donnée pour un dataset choisi.
Dépendances côté serveur¶
Python (3.7, 3.8, 3.9)
Django (3.0, 3.1)
Django REST Framework (3.10, 3.11, 3.12)
Numpy (1.19)
ARIA library (1.2.27) -
ariapyà partir d’ARIA Gitlab repository
Usage¶
-
POST/points/ts/(string: dataset)¶ - Query Parameters
variables – liste d’une ou plusieurs variables (tsmax, tsmin, rr, …)
date – la date de l’échéance au format AAAAMMJJ
time – l’échéance au format ISO AAAA-MM-JJTHH:MM:SS
format – le format de la réponse (png, json)
modifier – le type de données (avg, ano)
timeavg – la méthode de moyennage (year, month)
stats – la méthode de statistiques (mean, q10, q90, score)
epsg – EPSG code (par défault 4326, optionnel)
lat – latitude du point d’un intérêt (optionnel)
lon – longitude du point d’intérêt (optionnel)
- JSON Parameters
features – des features de type GeoJSON qui contient une liste des points ou un polygone (optional)
- Request Headers
Accept – Le type du contenu de la réponse accepté: application/json
Authorization – Le mécanisme d’authentification par Token
- Response Headers
Content-Type – Le type du contenu de la réponse: application/json
- Status Codes
200 OK – OK
403 Forbidden – Forbidden
401 Unauthorized – Incorrect token, Non authorisé
404 Not Found – Ressource non trouvée
500 Internal Server Error – Erreur interne
Le service POST contient un seul paramètre dans le chemin de l’URL
string: dataset.Exemple d’une requête:
POST /points/ts/INMCLIMAT_RCP85?variables=CDD&epsg=4326&date=19901029&time=1990-12-30T12:00:00&stats=mean,q10,q90,score&modifier=ano HTTP/1.1 Host: apibeta.aria.fr/py/v2 Accept: application/json Body: {"Point_327":{"lat":35.0235373873624,"lon":9.876316218936468}}
Exemple d’une réponse:
HTTP/1.1 200 OK Allow: POST, HEAD, OPTIONS Vary: Accept Content-Type: application/json { "error": false, "status": "OK", "data": { "CDD_MEAN": { "INMCLIMAT_ano_apr": { "values": { "Point_327": [ -0.8083185185185185, -0.6139518518518521, -0.34091296296296336, -0.23447407407407436, 0.22830370370370348, 0.10798148148148126, 0.13112037037037008, 0.29309259259259257, 0.302348148148148, 0.6401759259259256, 0.6262925925925924, 0.58927037037037, 1.0011425925925925, 0.737359259259259, 1.1631148148148147, 1.375992592592592, 1.450037037037037, 1.79712037037037, 1.8387703703703702, 2.296920370370371, 2.2413870370370366, 2.1488314814814817, 1.8156314814814807, 1.7554703703703693, 1.783237037037037, 1.8943037037037034, 2.1719703703703703, 2.2598981481481473, 2.5930981481481474, 2.537564814814814, 2.602353703703703, 2.9772037037037027, 2.9170425925925922, 3.4631203703703695, 3.051248148148148, 2.6532592592592597, 2.681025925925926, 2.2275037037037033, 2.0099981481481475, 1.5888703703703695, 1.9729759259259252, 2.463520370370369, 2.694909259259258, 2.7273037037037033, 2.935553703703703, 3.240987037037036, 3.352053703703703, 3.106781481481481, 3.1854537037037036, 3.361309259259259, 3.4816314814814797, 3.1576870370370362, 3.6528592592592584, 3.4955148148148147, 3.4862592592592585, 3.7037648148148143, 3.958292592592592, 4.106381481481481, 4.374792592592592, 4.971775925925925, 5.036564814814813, 4.763525925925926, 5.286464814814814, 5.503970370370371, 5.689081481481481, 5.37902037037037, 5.383648148148146, 5.582642592592592, 5.420670370370369, 5.193909259259259, 5.105981481481481, 5.295720370370368, 4.786664814814814, 5.1985370370370365, 5.679825925925925, 5.943609259259259, 5.763125925925926, 5.915842592592592, 6.0269092592592575, 5.948237037037037, 5.767753703703702, 5.490087037037036, 5.693709259259257, 5.726103703703702, 5.5687592592592585, 5.7492425925925925, 5.304975925925924, 5.517853703703703, 5.679825925925924, 6.276809259259257, 6.596125925925924, 6.605381481481479, 6.809003703703703, 6.651659259259257, 6.5776148148148135, 6.610009259259258, 6.633148148148147, 6.697937037037037, 6.850653703703701, 6.8691648148148134 ] }, "times": [ "1990-10-14T12:00:00.000Z", "1991-10-15T00:00:00.000Z", "1992-10-14T12:00:00.000Z", "1993-10-14T12:00:00.000Z", "1994-10-14T12:00:00.000Z", "1995-10-15T00:00:00.000Z", "1996-10-14T12:00:00.000Z", "1997-10-14T12:00:00.000Z", "1998-10-14T12:00:00.000Z", "1999-10-15T00:00:00.000Z", "2000-10-14T12:00:00.000Z", "2001-10-14T12:00:00.000Z", "2002-10-14T12:00:00.000Z", "2003-10-15T00:00:00.000Z", "2004-10-14T12:00:00.000Z", "2005-10-14T12:00:00.000Z", "2006-10-14T12:00:00.000Z", "2007-10-15T00:00:00.000Z", "2008-10-14T12:00:00.000Z", "2009-10-14T12:00:00.000Z", "2010-10-14T12:00:00.000Z", "2011-10-15T00:00:00.000Z", "2012-10-14T12:00:00.000Z", "2013-10-14T12:00:00.000Z", "2014-10-14T12:00:00.000Z", "2015-10-15T00:00:00.000Z", "2016-10-14T12:00:00.000Z", "2017-10-14T12:00:00.000Z", "2018-10-14T12:00:00.000Z", "2019-10-15T00:00:00.000Z", "2020-10-14T12:00:00.000Z", "2021-10-14T12:00:00.000Z", "2022-10-14T12:00:00.000Z", "2023-10-15T00:00:00.000Z", "2024-10-14T12:00:00.000Z", "2025-10-14T12:00:00.000Z", "2026-10-14T12:00:00.000Z", "2027-10-15T00:00:00.000Z", "2028-10-14T12:00:00.000Z", "2029-10-14T12:00:00.000Z", "2030-10-14T12:00:00.000Z", "2031-10-15T00:00:00.000Z", "2032-10-14T12:00:00.000Z", "2033-10-14T12:00:00.000Z", "2034-10-14T12:00:00.000Z", "2035-10-15T00:00:00.000Z", "2036-10-14T12:00:00.000Z", "2037-10-14T12:00:00.000Z", "2038-10-14T12:00:00.000Z", "2039-10-15T00:00:00.000Z", "2040-10-14T12:00:00.000Z", "2041-10-14T12:00:00.000Z", "2042-10-14T12:00:00.000Z", "2043-10-15T00:00:00.000Z", "2044-10-14T12:00:00.000Z", "2045-10-14T12:00:00.000Z", "2046-10-14T12:00:00.000Z", "2047-10-15T00:00:00.000Z", "2048-10-14T12:00:00.000Z", "2049-10-14T12:00:00.000Z", "2050-10-14T12:00:00.000Z", "2051-10-15T00:00:00.000Z", "2052-10-14T12:00:00.000Z", "2053-10-14T12:00:00.000Z", "2054-10-14T12:00:00.000Z", "2055-10-15T00:00:00.000Z", "2056-10-14T12:00:00.000Z", "2057-10-14T12:00:00.000Z", "2058-10-14T12:00:00.000Z", "2059-10-15T00:00:00.000Z", "2060-10-14T12:00:00.000Z", "2061-10-14T12:00:00.000Z", "2062-10-14T12:00:00.000Z", "2063-10-15T00:00:00.000Z", "2064-10-14T12:00:00.000Z", "2065-10-14T12:00:00.000Z", "2066-10-14T12:00:00.000Z", "2067-10-15T00:00:00.000Z", "2068-10-14T12:00:00.000Z", "2069-10-14T12:00:00.000Z", "2070-10-14T12:00:00.000Z", "2071-10-15T00:00:00.000Z", "2072-10-14T12:00:00.000Z", "2073-10-14T12:00:00.000Z", "2074-10-14T12:00:00.000Z", "2075-10-15T00:00:00.000Z", "2076-10-14T12:00:00.000Z", "2077-10-14T12:00:00.000Z", "2078-10-14T12:00:00.000Z", "2079-10-15T00:00:00.000Z", "2080-10-14T12:00:00.000Z", "2081-10-14T12:00:00.000Z", "2082-10-14T12:00:00.000Z", "2083-10-15T00:00:00.000Z", "2084-10-14T12:00:00.000Z", "2085-10-14T12:00:00.000Z", "2086-10-14T12:00:00.000Z", "2087-10-15T00:00:00.000Z", "2088-10-14T12:00:00.000Z", "2089-10-14T12:00:00.000Z" ], "cells": { "Point_327": 1 } }, "INMCLIMAT_ano_aug": { "values": { "Point_327": [ 0.350168518518518, 0.1650574074074068, 0.40570185185185115, 0.26686851851851795, -0.07095925925925974, -0.020053703703704268, 0.07250185185185161, 0.10026851851851806, -0.2005370370370375, -0.2190481481481484, -0.05707592592592632, -0.06170370370370415, -0.2005370370370375, -0.2097925925925931, 0.02622407407407351, 0.18356851851851783, 0.08638518518518445, 0.350168518518518, 0.17431296296296253, 0.350168518518518, 0.3640518518518512, 0.8592240740740734, 0.7759240740740734, 1.1970518518518507, 1.1970518518518507, 1.2525851851851844, 1.2201907407407397, 1.4330685185185177, 1.757012962962962, 1.3127462962962957, 1.6644574074074068, 1.8449407407407403, 2.1318629629629626, 2.192024074074074, 2.034679629629629, 1.9328685185185177, 1.891218518518518, 1.9328685185185184, 2.141118518518519, 2.0254240740740745, 2.034679629629629, 1.8773351851851854, 1.9652629629629628, 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6.491229629629627, 6.852196296296296, 6.727246296296296, 6.847568518518518, 6.505112962962961, 6.264468518518517 ] }, "times": [ "1991-02-13T12:00:00.000Z", "1992-02-14T00:00:00.000Z", "1993-02-13T12:00:00.000Z", "1994-02-13T12:00:00.000Z", "1995-02-13T12:00:00.000Z", "1996-02-14T00:00:00.000Z", "1997-02-13T12:00:00.000Z", "1998-02-13T12:00:00.000Z", "1999-02-13T12:00:00.000Z", "2000-02-14T00:00:00.000Z", "2001-02-13T12:00:00.000Z", "2002-02-13T12:00:00.000Z", "2003-02-13T12:00:00.000Z", "2004-02-14T00:00:00.000Z", "2005-02-13T12:00:00.000Z", "2006-02-13T12:00:00.000Z", "2007-02-13T12:00:00.000Z", "2008-02-14T00:00:00.000Z", "2009-02-13T12:00:00.000Z", "2010-02-13T12:00:00.000Z", "2011-02-13T12:00:00.000Z", "2012-02-14T00:00:00.000Z", "2013-02-13T12:00:00.000Z", "2014-02-13T12:00:00.000Z", "2015-02-13T12:00:00.000Z", "2016-02-14T00:00:00.000Z", "2017-02-13T12:00:00.000Z", "2018-02-13T12:00:00.000Z", "2019-02-13T12:00:00.000Z", "2020-02-14T00:00:00.000Z", "2021-02-13T12:00:00.000Z", "2022-02-13T12:00:00.000Z", "2023-02-13T12:00:00.000Z", "2024-02-14T00:00:00.000Z", "2025-02-13T12:00:00.000Z", "2026-02-13T12:00:00.000Z", "2027-02-13T12:00:00.000Z", "2028-02-14T00:00:00.000Z", "2029-02-13T12:00:00.000Z", "2030-02-13T12:00:00.000Z", "2031-02-13T12:00:00.000Z", "2032-02-14T00:00:00.000Z", "2033-02-13T12:00:00.000Z", "2034-02-13T12:00:00.000Z", "2035-02-13T12:00:00.000Z", "2036-02-14T00:00:00.000Z", "2037-02-13T12:00:00.000Z", "2038-02-13T12:00:00.000Z", "2039-02-13T12:00:00.000Z", "2040-02-14T00:00:00.000Z", "2041-02-13T12:00:00.000Z", "2042-02-13T12:00:00.000Z", "2043-02-13T12:00:00.000Z", "2044-02-14T00:00:00.000Z", "2045-02-13T12:00:00.000Z", "2046-02-13T12:00:00.000Z", "2047-02-13T12:00:00.000Z", "2048-02-14T00:00:00.000Z", "2049-02-13T12:00:00.000Z", "2050-02-13T12:00:00.000Z", "2051-02-13T12:00:00.000Z", "2052-02-14T00:00:00.000Z", "2053-02-13T12:00:00.000Z", "2054-02-13T12:00:00.000Z", "2055-02-13T12:00:00.000Z", "2056-02-14T00:00:00.000Z", "2057-02-13T12:00:00.000Z", "2058-02-13T12:00:00.000Z", "2059-02-13T12:00:00.000Z", "2060-02-14T00:00:00.000Z", "2061-02-13T12:00:00.000Z", "2062-02-13T12:00:00.000Z", "2063-02-13T12:00:00.000Z", "2064-02-14T00:00:00.000Z", "2065-02-13T12:00:00.000Z", "2066-02-13T12:00:00.000Z", "2067-02-13T12:00:00.000Z", "2068-02-14T00:00:00.000Z", "2069-02-13T12:00:00.000Z", "2070-02-13T12:00:00.000Z", "2071-02-13T12:00:00.000Z", "2072-02-14T00:00:00.000Z", "2073-02-13T12:00:00.000Z", "2074-02-13T12:00:00.000Z", "2075-02-13T12:00:00.000Z", "2076-02-14T00:00:00.000Z", "2077-02-13T12:00:00.000Z", "2078-02-13T12:00:00.000Z", "2079-02-13T12:00:00.000Z", "2080-02-14T00:00:00.000Z", "2081-02-13T12:00:00.000Z", "2082-02-13T12:00:00.000Z", "2083-02-13T12:00:00.000Z", "2084-02-14T00:00:00.000Z", "2085-02-13T12:00:00.000Z", "2086-02-13T12:00:00.000Z", "2087-02-13T12:00:00.000Z", "2088-02-14T00:00:00.000Z", "2089-02-13T12:00:00.000Z", "2090-02-13T12:00:00.000Z" ], "cells": { "Point_327": 1 } }, "INMCLIMAT_ano_dec": { "values": { "Point_327": [ -0.18973888888888943, -0.2961777777777782, 0.11106666666666608, 0.5183111111111107, 0.9995999999999997, 1.0782722222222219, 0.8006055555555552, 0.8052333333333328, 0.9162999999999994, 0.9116722222222219, 0.7867222222222219, 0.8006055555555551, 1.133805555555555, 1.559561111111111, 1.7122777777777771, 1.6058388888888884, 1.3235444444444435, 1.1060388888888883, 1.5549333333333328, 1.2633833333333329, 1.3929611111111104, 1.4716333333333327, 1.4160999999999992, 1.4531222222222215, 0.9533222222222215, 0.9579499999999995, 1.1569444444444439, 1.4207277777777771, 1.467005555555555, 1.3050333333333324, 1.624349999999999, 1.4901444444444438, 1.3883333333333325, 1.1708277777777771, 1.193966666666666, 1.1060388888888881, 1.3466833333333323, 1.2911499999999991, 1.3559388888888877, 1.4623777777777767, 1.3050333333333324, 1.689138888888888, 1.374449999999999, 1.4762611111111101, 1.6983944444444434, 1.9899444444444436, 1.9806888888888885, 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