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import requests |
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from annotation.src.utils import extract_before_parenthesis |
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import os |
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from requests.exceptions import SSLError |
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import time |
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import sys |
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import pandas as pd |
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import numpy as np |
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os.environ["http_proxy"] = "http://127.0.0.1:7890" |
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os.environ["https_proxy"] = "http://127.0.0.1:7890" |
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class GoogleDistanceMatrix: |
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def __init__(self, subscription_key: str="AIzaSyClbhCKqk2QS97jadE0RQ3qYCAteY7sK4I") -> None: |
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self.gplaces_api_key: str = subscription_key |
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self.data = pd.read_csv('../database/googleDistanceMatrix/distance.csv') |
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print("GoogleDistanceMatrix loaded.") |
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def run(self, origin, destination, mode='driving'): |
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origin = extract_before_parenthesis(origin) |
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destination = extract_before_parenthesis(destination) |
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info = {"origin": origin, "destination": destination,"cost": None, "duration": None, "distance": None} |
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response = self.data[(self.data['origin'] == origin) & (self.data['destination'] == destination)] |
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if len(response) > 0: |
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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: |
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return "No valid information." |
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info["duration"] = response['duration'].values[0] |
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info["distance"] = response['distance'].values[0] |
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if 'driving' in mode: |
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info["cost"] = int(eval(info["distance"].replace("km","").replace(",","")) * 0.05) |
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elif mode == "taxi": |
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info["cost"] = int(eval(info["distance"].replace("km","").replace(",",""))) |
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if 'day' in info["duration"]: |
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return "No valid information." |
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return f"{mode}, from {origin} to {destination}, duration: {info['duration']}, distance: {info['distance']}, cost: {info['cost']}" |
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return f"{mode}, from {origin} to {destination}, no valid information." |
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def run_for_evaluation(self, origin, destination, mode='driving'): |
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origin = extract_before_parenthesis(origin) |
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destination = extract_before_parenthesis(destination) |
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info = {"origin": origin, "destination": destination,"cost": None, "duration": None, "distance": None} |
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response = self.data[(self.data['origin'] == origin) & (self.data['destination'] == destination)] |
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if len(response) > 0: |
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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: |
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return info |
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info["duration"] = response['duration'].values[0] |
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info["distance"] = response['distance'].values[0] |
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if 'day' not in info["duration"]: |
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if 'driving' in mode: |
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info["cost"] = int(eval(info["distance"].replace("km","").replace(",","")) * 0.05) |
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elif mode == "taxi": |
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info["cost"] = int(eval(info["distance"].replace("km","").replace(",",""))) |
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return info |
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return info |
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def run_online(self, origin, destination, mode="driving"): |
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endpoint = "https://maps.googleapis.com/maps/api/distancematrix/json" |
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params = { |
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"origins": origin, |
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"destinations": destination, |
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"mode": mode if mode=="taxi" else "driving", |
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"key": self.gplaces_api_key |
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} |
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while True: |
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try: |
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response = requests.get(endpoint, params=params) |
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break |
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except SSLError: |
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time.sleep(30) |
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data = response.json() |
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info = {"origin": origin, "destination": destination,"cost": None, "duration": None, "distance": None} |
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if data['status'] == "OK": |
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element = data['rows'][0]['elements'][0] |
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if element['status'] == "OK": |
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info["duration"] = element['duration']['text'] |
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info["distance"] = element['distance']['text'] |
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if 'driving' in mode: |
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info["cost"] = int(eval(info["distance"].replace("km","").replace(",","")) * 0.05) |
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elif mode == "taxi": |
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info["cost"] = int(eval(info["distance"].replace("km","").replace(",",""))) |
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return f"{mode}, from {origin} to {destination}, duration: {info['duration']}, distance: {info['distance']}, cost: {info['cost']}" |
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return "No valid information." |
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def run_for_annotation(self, origin, destination, mode="driving"): |
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endpoint = "https://maps.googleapis.com/maps/api/distancematrix/json" |
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params = { |
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"origins": extract_before_parenthesis(origin), |
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"destinations": extract_before_parenthesis(destination), |
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"mode": mode if mode!="taxi" else "driving", |
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"key": self.gplaces_api_key |
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} |
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response = requests.get(endpoint, params=params) |
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data = response.json() |
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info = {} |
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if data['status'] == "OK": |
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element = data['rows'][0]['elements'][0] |
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if element['status'] == "OK": |
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info["duration"] = element['duration']['text'] |
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info["distance"] = element['distance']['text'] |
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info["cost"] = None |
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if 'driving' in mode: |
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info["cost"] = int(eval(info["distance"].replace("km","").replace(",","")) * 0.05) |
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elif mode == "taxi": |
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info["cost"] = int(eval(info["distance"].replace("km","").replace(",",""))) |
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else: |
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info = {"duration": "N/A", "distance": "N/A", "cost": "N/A", "Hint":"Please check the input."} |
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return info |
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def run_for_build_database(self, origin, destination): |
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endpoint = "https://maps.googleapis.com/maps/api/distancematrix/json" |
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params = { |
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"origins": extract_before_parenthesis(origin), |
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"destinations": extract_before_parenthesis(destination), |
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"mode": "driving", |
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"key": self.gplaces_api_key |
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} |
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while True: |
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try: |
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response = requests.get(endpoint, params=params) |
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break |
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except: |
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error = sys.exc_info()[0] |
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print(error) |
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time.sleep(30) |
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data = response.json() |
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info = {"origin": extract_before_parenthesis(origin), "destination": extract_before_parenthesis(destination),"cost": None, "duration": None, "distance": None} |
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if data['status'] == "OK": |
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element = data['rows'][0]['elements'][0] |
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if element['status'] == "OK": |
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info["duration"] = element['duration']['text'] |
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info["distance"] = element['distance']['text'] |
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return info |
