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import requests
from annotation.src.utils import extract_before_parenthesis
import os
from requests.exceptions import SSLError
import time
import sys
import pandas as pd
import numpy as np
class GoogleDistanceMatrix:
def __init__(self, subscription_key: str="") -> None:
self.gplaces_api_key: str = subscription_key
self.data = pd.read_csv('/home/user/app/database/googleDistanceMatrix/distance.csv')
print("GoogleDistanceMatrix loaded.")
def run(self, origin, destination, mode='driving'):
origin = extract_before_parenthesis(origin)
destination = extract_before_parenthesis(destination)
info = {"origin": origin, "destination": destination,"cost": None, "duration": None, "distance": None}
response = self.data[(self.data['origin'] == origin) & (self.data['destination'] == destination)]
if len(response) > 0:
if response['duration'].values[0] is None or response['distance'].values[0] is None or response['duration'].values[0] is np.nan or response['distance'].values[0] is np.nan:
return "No valid information."
info["duration"] = response['duration'].values[0]
info["distance"] = response['distance'].values[0]
if 'driving' in mode:
info["cost"] = int(eval(info["distance"].replace("km","").replace(",","")) * 0.05)
elif mode == "taxi":
info["cost"] = int(eval(info["distance"].replace("km","").replace(",","")))
if 'day' in info["duration"]:
return "No valid information."
return f"{mode}, from {origin} to {destination}, duration: {info['duration']}, distance: {info['distance']}, cost: {info['cost']}"
return f"{mode}, from {origin} to {destination}, no valid information."
def run_for_evaluation(self, origin, destination, mode='driving'):
origin = extract_before_parenthesis(origin)
destination = extract_before_parenthesis(destination)
info = {"origin": origin, "destination": destination,"cost": None, "duration": None, "distance": None}
response = self.data[(self.data['origin'] == origin) & (self.data['destination'] == destination)]
if len(response) > 0:
if response['duration'].values[0] is None or response['distance'].values[0] is None or response['duration'].values[0] is np.nan or response['distance'].values[0] is np.nan:
return info
info["duration"] = response['duration'].values[0]
info["distance"] = response['distance'].values[0]
if 'day' not in info["duration"]:
if 'driving' in mode:
info["cost"] = int(eval(info["distance"].replace("km","").replace(",","")) * 0.05)
elif mode == "taxi":
info["cost"] = int(eval(info["distance"].replace("km","").replace(",","")))
return info
return info
def run_online(self, origin, destination, mode="driving"):
# mode in ['driving','taxi','walking', 'distance','transit']
endpoint = "https://maps.googleapis.com/maps/api/distancematrix/json"
params = {
"origins": origin,
"destinations": destination,
"mode": mode if mode=="taxi" else "driving",
"key": self.gplaces_api_key
}
while True:
try:
response = requests.get(endpoint, params=params)
break
except SSLError:
time.sleep(30)
data = response.json()
info = {"origin": origin, "destination": destination,"cost": None, "duration": None, "distance": None}
if data['status'] == "OK":
element = data['rows'][0]['elements'][0]
if element['status'] == "OK":
info["duration"] = element['duration']['text']
info["distance"] = element['distance']['text']
if 'driving' in mode:
info["cost"] = int(eval(info["distance"].replace("km","").replace(",","")) * 0.05)
elif mode == "taxi":
info["cost"] = int(eval(info["distance"].replace("km","").replace(",","")))
# if 'day' in info["duration"]:
# return "No valid information."
return f"{mode}, from {origin} to {destination}, duration: {info['duration']}, distance: {info['distance']}, cost: {info['cost']}"
return "No valid information."
def run_for_annotation(self, origin, destination, mode="driving"):
# mode in ['driving','taxi','walking', 'distance','transit']
endpoint = "https://maps.googleapis.com/maps/api/distancematrix/json"
params = {
"origins": extract_before_parenthesis(origin),
"destinations": extract_before_parenthesis(destination),
"mode": mode if mode!="taxi" else "driving",
"key": self.gplaces_api_key
}
response = requests.get(endpoint, params=params)
data = response.json()
info = {}
if data['status'] == "OK":
element = data['rows'][0]['elements'][0]
if element['status'] == "OK":
info["duration"] = element['duration']['text']
info["distance"] = element['distance']['text']
info["cost"] = None
if 'driving' in mode:
info["cost"] = int(eval(info["distance"].replace("km","").replace(",","")) * 0.05)
elif mode == "taxi":
info["cost"] = int(eval(info["distance"].replace("km","").replace(",","")))
else:
info = {"duration": "N/A", "distance": "N/A", "cost": "N/A", "Hint":"Please check the input."}
return info
def run_for_build_database(self, origin, destination):
# mode in ['driving','taxi','walking', 'distance','transit']
endpoint = "https://maps.googleapis.com/maps/api/distancematrix/json"
params = {
"origins": extract_before_parenthesis(origin),
"destinations": extract_before_parenthesis(destination),
"mode": "driving",
"key": self.gplaces_api_key
}
# response = requests.get(endpoint, params=params)
while True:
try:
response = requests.get(endpoint, params=params)
break
except:
# print the error
error = sys.exc_info()[0]
print(error)
time.sleep(30)
data = response.json()
info = {"origin": extract_before_parenthesis(origin), "destination": extract_before_parenthesis(destination),"cost": None, "duration": None, "distance": None}
if data['status'] == "OK":
element = data['rows'][0]['elements'][0]
if element['status'] == "OK":
info["duration"] = element['duration']['text']
info["distance"] = element['distance']['text']
return info |