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
cred = credentials.Certificate('servicekey.json')
import firebase_admin
from firebase_admin import credentials
from firebase_admin import firestore
import requests
try:
    firebase_admin.initialize_app(cred, {'databaseURL': 'https://farmbase-b2f7e-31c0c.firebaseio.com/'})
except:
    print('fire running')

gt_fields_dir = 'mahindra.json'

# {
#     "UID" : "6nZRDEmdq7ajeZLJB2K19RhzVPu1",
#     "FieldID" : [1685601405014],
#     "FromDate":"20230601",
#     "ToDate":"20230815"
# }

fields_obj = db.reference("PaidMonitoredFields").child("PMF").child("6nZRDEmdq7ajeZLJB2K19RhzVPu1").get(False, True)
for (field_id, temp) in fields_obj.items():
    main_obj = {}
    main_obj["UID"] = "6nZRDEmdq7ajeZLJB2K19RhzVPu1"
    main_obj["FieldID"] = [int(field_id)]
    main_obj["FromDate"] = "20230601"
    main_obj["ToDate"] = "20230815"
    print(main_obj)
    API_ENDPOINT = 'https://us-central1-farmbase-b2f7e.cloudfunctions.net/requestBulkHistoricalSatelliteData'
    r = requests.post(url=API_ENDPOINT, json=main_obj)
    time.sleep(2)

# with open(gt_fields_dir) as f:
#     gt_fields = json.load(f)
# for single_farm in gt_fields:
#     try:
#         farm_id = single_farm["id"]
#         farm_village = single_farm["village"]
#         farm_name = str(farm_village) + "_" + str(farm_id)
#         farm_geolocation = single_farm["geo_location"]
#         farm_points = json.loads(farm_geolocation)
#         new_farm_points =[]
#         for single_point in farm_points:
#             new_point = [single_point[1], single_point[0]]
#             new_farm_points.append(new_point)
#         main_obj = {}
#         main_obj["UID"] = "6nZRDEmdq7ajeZLJB2K19RhzVPu1"
#         main_obj["CropCode"] =  "1r"
#         main_obj["PaymentType"] = "6"
#         main_obj["FieldName"] = farm_name
#         main_obj["Points"] = [new_farm_points]
#         print(main_obj)
#         time.sleep(2)
#         API_ENDPOINT = 'https://us-central1-farmbase-b2f7e.cloudfunctions.net/submitField'
#         r = requests.post(url=API_ENDPOINT, json=main_obj)
#     except Exception as e:
#         print(e)