from make_modis_temp import make_modis_temp
from tempfile import tempdir
import firebase_admin
from firebase_admin import credentials
from firebase_admin import db
from find_s1_image2 import find_img_value
import pandas as pdf
from sklearn.metrics import classification_report, confusion_matrix, accuracy_score
import statsmodels.api as sm
import seaborn as sns
sns.set()
import traceback
from sklearn.ensemble import RandomForestRegressor
from sklearn.model_selection import train_test_split
import csv
import time
import json
from find_modis_ndvi import find_modis_ndvi
import numpy as np
from sklearn.cluster import KMeans
from find_study_area_values import find_study_area_values
from find_study_area_values4 import find_study_area_values4
from make_area_estimate_image import make_area_estimate_image
from make_egypt_estimate_image import make_egypt_estimate_image
from sentinelhub import WebFeatureService, BBox, CRS, DataSource, MimeType, CRS, BBox, WmsRequest,DataCollection
import traceback
from get_mask import get_mask
from PIL import Image
import numpy as np
from google.cloud import storage
from find_study_area_values import find_study_area_values
from find_study_area_values3 import find_study_area_values3
from make_area_estimate_image import make_area_estimate_image
from make_egypt_estimate_image import make_egypt_estimate_image
from make_area_estimation_image import make_area_estimation_image
cred = credentials.Certificate('servicekey.json')
x = 0.0003
y = 0.0003
fromdate = '20220701'
todate = '20220715'

s1_images = ['IW-VH-DB']
s2_images = []
# s1_images = ["B02", "B03", "B04", "B05"]
#s2_images = ["RVI-NEW"]
try:
    firebase_admin.initialize_app(cred, {'databaseURL': 'https://farmbase-b2f7e-31c0c.firebaseio.com/'})
except:
    print('fire running')
#get all non_gt farms

sentinelSettings = db.reference('SentinelSettings').get()
clientID = sentinelSettings["ClientID"]
clientSecret = sentinelSettings["ClientSecret"]
wmsID = sentinelSettings["WMSID"]
rviID = sentinelSettings["RVIID"]
demID = sentinelSettings["DEMID"]
modisID = sentinelSettings["MODISID"]
uid = 'wEJQVaxiZZaaId2aJe6lRJ8Zd0S2'
field_obj= db.reference('PaidMonitoredFields').child('PMF').child(uid).get()
from_date = '2022-11-20T00:00:00'
to_date = '2022-11-25T23:59:59'
def get_field_bounds(field_obj):
    fieldmaxlat = field_obj["FieldMaxLat"]
    fieldminlat = field_obj["FieldMinLat"]
    fieldmaxlong = field_obj["FieldMaxLong"]
    fieldminlong = field_obj["FieldMinLong"]
    bounds = [fieldminlong,fieldminlat,fieldmaxlong,fieldmaxlat]
    return bounds
make_modis_temp(DataCollection.MODIS, "NDVI", get_field_bounds(field_obj), from_date, to_date, clientID, clientSecret, modisID)
       
#make_modis_temp(satellite, imageType,bounds, from_date, to_date,CLIENT_ID,CLIENT_SECRET,INSTANCE_ID, max_dim)