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 pd
import statsmodels.api as sm
import seaborn as sns
sns.set()
import time
import json
import numpy as np
from sklearn.cluster import KMeans
from find_study_area_values import find_study_area_values
from make_area_estimate_image import make_area_estimate_image
import json
from sentinelhub import WebFeatureService, BBox, CRS, DataSource, MimeType, CRS, BBox, WmsRequest,DataCollection
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')

gt_fields_dir = 'Downloads/Barkhedi.geojson'

with open(gt_fields_dir) as f:
    gt_fields = json.load(f)

farms_array = gt_fields["features"]
for single_farm_obj in farms_array:
    geometry_obj = single_farm_obj["geometry"]
    points_obj = geometry_obj["coordinates"]
    properties_obj = single_farm_obj["properties"]
    village = properties_obj["villagee"]
    khasranum = properties_obj["khasranum"]
    main_obj = {}
    main_obj["Points"] = points_obj
    main_obj["Village"] = village
    main_obj["ID"] = khasranum
    print(main_obj)
    break