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 sentinelhub import WebFeatureService, BBox, CRS, 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
import requests
from simplify_coordinates import simplify_coordinates
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')
uid = 'TCXcp5VIsfhHZrh0nm2VsgBtcGy2'

uid = 'ipRHhCOFIDV2pxgg7Nfz1ufZBmV2'
num = 0
main_num = 0
#test_uid = 'MtO6G7AvlnPgQxAajMP6NtLS8fN2'
temp_list = db.reference('PaidMonitoredFields').child('PMF').child(uid).get(False, True)
uid_list = {}
for rr, tt in temp_list.items():
    #get all polygons in the field
    # if int(rr) < 1714847400000:
    #     db.reference('PaidMonitoredFields').child('PMF').child(uid).child(rr).delete()
    #     print(rr)
    #     time.sleep(0.1)
    polygons_obj = db.reference('PaidMonitoredFields').child('PMF').child(uid).child(rr).child('Polygons').get(False, True)
    try:
        for polygon_id, uu in polygons_obj.items():
            polygon_id = str(polygon_id)
            sensed_days_obj = db.reference('PaidMonitoredFields').child('PMF').child(uid).child(rr).child('Polygons').child(polygon_id).child('SensedDays').get()
            sensed_days_arr = []
            try:
                for temp_key, val in sensed_days_obj.items():
                        sensed_days_arr.append(int(temp_key))
                if len(sensed_days_arr) >0:
                    if max(sensed_days_arr) > 20240410:
                        main_num = main_num + 1
                        print(main_num)
            except:
                print(traceback.format_exc())
            # main_num = main_num + 1
            # #check if the polygon exists in the polygons tree
            # paid_polygon_id = db.reference('PaidPolygonsByPolygonID').child('PMF').child(uid).child(polygon_id).child('polygonID').get()
            # #print((polygon_id,paid_polygon_id))
            # if paid_polygon_id is None:
            #     num = num+1
            #     #print(num)
            #     actual_polygon_obj = db.reference('PaidMonitoredFields').child('PMF').child(uid).child(rr).child('Polygons').child(polygon_id).get()
            #     db.reference('PaidPolygonsByPolygonID').child('PMF').child(uid).child(polygon_id).set(actual_polygon_obj)
    except:
        print(traceback.format_exc())
print((main_num, num))