Plantedge_oc

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Getting Started

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This program developed in python3.6. To avoid compatibility issue, make sure you have python3 installed.

after cloning, run

pip install -r requirements.txt

To run the admin dashboard:

python manage.py runserver

To run the worker:

celery -A plantedge.tasks worker --loglevel=ERROR --concurrency=25

Example to queue vegetation index creation (run the celery worker 1st):

import json
import numpy
import time

from plantedge.core.athena import Athena
from plantedge.core.gaia import Gaia
from plantedge.facade.vegetationIndex import *
from plantedge.models import *

gaia = Gaia()
f_vegetation_Index = VegetationIndex()

aois = Aoi.objects.filter(id__gte=4, id__lt=234).order_by('id')
for aoi in aois:
    params = {
        'aoi_id': aoi.id,
        'start_date': '2018-02-01',
        'end_date': '2018-12-31',
    }
    print('starting AOI: ' + str(aoi.id))
    f_vegetation_Index.manage_index_creation(params)
    print()
    print()
    time.sleep(10)

Project Structure

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plantedgews/
|____ plantedge/
|________  core/ -> Consist of primary building blocks
|____________ gaia.py -> Responsible for generating AOI and files
|____________ athena.py -> Responsible for all calculation
|____________ theia.py -> Responsible for visualization
|________ facade/ -> Product Level interface that define process flow
|____________ vegetationIndex.py -> The main logic to generate vegetation indexes
|________ admin.py -> generate admin page
|________ models.py -> ORM
|________ tasks.py -> Tasks discovery for celery