import os import time import fiona import requests import utm from geopy.geocoders import Nominatim import time import json import pandas as pd from fastkml import kml from socket import * from oct2py import octave from io import BytesIO import base64 import xlrd from statistics import median import math import firebase_admin from firebase_admin import credentials from firebase_admin import db from firebase_admin import messaging import threading import xlsxwriter import numpy as np import datetime import os from numba import jit, cuda from firebase_admin import firestore from make_on_the_go_farm_image import make_on_the_go_farm_image from sentinelhub import ( WebFeatureService, BBox, CRS, MimeType, CRS, BBox, WmsRequest, DataCollection, ) from get_polygon_mask import get_polygon_mask import traceback from google.cloud import storage import os from google.oauth2 import service_account import datetime from datetime import date import traceback from gen_report_new2 import gen_report_new from google.cloud import storage from oauth2client.service_account import ServiceAccountCredentials import os import firebase_admin from firebase_admin import credentials from firebase_admin import db import datetime storage_client = storage.Client.from_service_account_json("servicekey.json") bucket_name = "farmbase-b2f7e.appspot.com" cred = service_account.Credentials.from_service_account_file("servicekey.json") # cred = credentials.Certificate('servicekey.json') bucket = storage_client.bucket(bucket_name) try: firebase_admin.initialize_app( credentials.Certificate("servicekey.json"), {"databaseURL": "https://farmbase-b2f7e-31c0c.firebaseio.com/"}, ) except: print("fire running") db_firestore = firestore.client() sentinelSettings = db.reference("SentinelSettings").get() clientID = sentinelSettings["ClientID"] clientSecret = sentinelSettings["ClientSecret"] wmsID = sentinelSettings["WMSID"] rviID = sentinelSettings["RVIID"] demID = sentinelSettings["DEMID"] images_arr = ["TCI", "NDVI", "NDWI", "NDRE", "RECL", "RVI", "RSM"] day_gap = 5 today = date.today() ndvi_val, ndwi_val = 0, 0 imageDate = today.strftime("%Y%m%d") kkk = 0 uid = 'TCXcp5VIsfhHZrh0nm2VsgBtcGy2' if not os.path.exists(uid): os.makedirs(uid) all_polygons_arr = [] n_tmux = 28 while kkk == 0: temp_list = db.reference("PaidMonitoredFields").child("PMF").child(uid).get(False, True) for fieldid, tmp in temp_list.items(): polygons_obj = db.reference("PaidMonitoredFields").child("PMF").child(uid).child(fieldid).child('Polygons').get(False, True) try: for polygonid, temp_p in polygons_obj.items(): all_polygons_arr.append((fieldid, polygonid)) except: awa = 1 interval = round(len(all_polygons_arr)/n_tmux) print([len(all_polygons_arr), interval]) for i in range(1, (n_tmux + 1)): if i == n_tmux: temp_polygons_arr = all_polygons_arr[((i-1)*interval): (len(all_polygons_arr)-1)] else: temp_polygons_arr = all_polygons_arr[((i-1)*interval): (i*interval)] process_tmux_polygons(uid, temp_polygons_arr) time.sleep(86400) def send_keys_tmux_session(session_num): tmux_cmd = 'tmux send-keys -t s' + str(session_num) + ' "python3.7 ' + ' satellite_polygon_server_2023.py \'' + '\'" Enter' #tmux_cmd = 'tmux send-keys -t s' + str(session_num) + ' "python3.7 ' + ' init_sat_tmux.py ' + str(fields_obj) + '" Enter' print(tmux_cmd) os.system(tmux_cmd) for i in range(1,29): send_keys_tmux_session(i) time.sleep(120)