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.
Agstream is written to be use with python 3 It requires Pandas (>= 0.12.0)::
pip install pandas
pip install agstream
code :
from agstream.session import AgspSession
session = AgspSession()
session.login("masnumeriqueAgStream", "1AgStream", updateAgribaseInfo=True)
session.describe()
for abs in session.agribases :
print ("****************************************")
print (abs)
df = session.getAgribaseDataframe(abs)
print (df.tail())
print("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
Code for UTC:
from agstream.session import AgspSession
session = AgspSession(timezoneName='UTC')
session.login("masnumeriqueAgStream", "1AgStream", updateAgribaseInfo=True)
session.describe()
for abs in session.agribases :
print ("****************************************")
print (abs)
df = session.getAgribaseDataframe(abs)
print (df.tail())
print("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 12:18:28+00:00 0.0 3.312 0.0
2021-03-28 12:33:29+00:00 0.0 3.316 0.0
2021-03-28 12:48:29+00:00 0.0 3.318 0.0
2021-03-28 13:03:29+00:00 0.0 3.314 0.0
2021-03-28 13:18:29+00:00 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 09:07:31+00:00 0.0 0.0 0.000
2021-03-31 09:22:20+00:00 0.0 0.0 3.298
2021-03-31 09:37:20+00:00 0.0 0.0 3.299
2021-03-31 09:52:20+00:00 0.0 0.0 3.298
2021-03-31 10:07:20+00:00 0.0 0.0 3.301
Ecriture des données dans le fichier Debitmetre Grenache Rang 10.xlsx
FAQs
Agriscope python library to access data
We found that agstream demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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