agstream 1.0.1

Agriscope python library to access data

AgspStream

Agriscope data interface for python

This module allows to get data from yours Agribases programmatically Data are retreived as an Pandas Datagrams

The development map will introduce data computing capabilities, to enhance data analysis comming from agricultural field.

What's New

• (2021/03) v1.0.1 : Optimize sensor data retrieving
• (2020/09) v0.0.13 : Better support of module and sensor position
• (2020/01) v0.0.12 : export some internals methods
• (2019/09) v0.0.10 : solve some display problems
• (2019/08) Porting to python 3
• (2018/05) Add functionnal information on Agribases (type, sampling)
• (2018/05) Solve bug on from, to date
• (2018/02) First version

Dependencies

Agstream is written to be use with python 2.7 and python 3.6 It requires Pandas (>= 0.12.0)::

pip install pandas

Installations

pip install agstream

Uses cases

from agstream.session import AgspSession
session = AgspSession()
session.login(u"masnumeriqueAgStream", u"1AgStream", updateAgribaseInfo=True)
session.describe()
for abs in session.agribases :
    print (u"****************************************")
    print (abs)
    df = session.getAgribaseDataframe(abs)
    print (df.tail())
print(u"Fin du programme")

Output ************************************************** * Example 1 : simplest way to get data * get the data, and feed an xlsfile ************************************************** **************************************** Compteur Mourvedre Rang 9(2301) AGRIBASE3S_STC SIGFOX containing 3 sensors Récuperation de 864 données compteur d'eau alimentation #4 humectation foliaire 2021-03-28 14:18:28+02:00 0.0 3.312 0.0 2021-03-28 14:33:29+02:00 0.0 3.316 0.0 2021-03-28 14:48:29+02:00 0.0 3.318 0.0 2021-03-28 15:03:29+02:00 0.0 3.314 0.0 2021-03-28 15:18:29+02:00 0.0 3.310 0.0 Ecriture des données dans le fichier Compteur Mourvedre Rang 9.xlsx **************************************** Debitmetre Grenache Rang 10(2299) AGRIBASE3S_STC SIGFOX containing 3 sensors Récuperation de 39 données humectation foliaire compteur d'eau alimentation #4 2021-03-31 11:07:31+02:00 0.0 0.0 0.000 2021-03-31 11:22:20+02:00 0.0 0.0 3.298 2021-03-31 11:37:20+02:00 0.0 0.0 3.299 2021-03-31 11:52:20+02:00 0.0 0.0 3.298 2021-03-31 12:07:20+02:00 0.0 0.0 3.301 Ecriture des données dans le fichier Debitmetre Grenache Rang 10.xlsx