{ "cells": [ { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import os\n", "import requests" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "import utils\n", "\n", "utils.load_env()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages/langchain_core/_api/deprecation.py:141: LangChainDeprecationWarning: The class `GooglePlacesTool` was deprecated in LangChain 0.0.33 and will be removed in 0.3.0. An updated version of the class exists in the langchain-google-community package and should be used instead. To use it run `pip install -U langchain-google-community` and import as `from langchain_google_community import GooglePlacesTool`.\n", " warn_deprecated(\n", "/Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages/langchain_core/_api/deprecation.py:141: LangChainDeprecationWarning: The class `GooglePlacesAPIWrapper` was deprecated in LangChain 0.0.33 and will be removed in 0.3.0. An updated version of the class exists in the langchain-google-community package and should be used instead. To use it run `pip install -U langchain-google-community` and import as `from langchain_google_community import GooglePlacesAPIWrapper`.\n", " warn_deprecated(\n" ] }, { "data": { "text/plain": [ "'1. Fashion Island\\nAddress: 587-589/7-9, Ram Inthra Rd, Khwaeng Khan Na Yao, Khet Khan Na Yao, Krung Thep Maha Nakhon 10230, Thailand\\nGoogle place ID: ChIJd57HEQRjHTERG_xSTcdQoYs\\nPhone: 02 947 5000\\nWebsite: http://www.fashionisland.co.th/\\n\\n\\n2. Food Island-Fashion Island\\nAddress: 5/5-6 หมู่ 5 Fashion Island, Ram Inthra Rd, Khwaeng Khan Na Yao, บางเขน Krung Thep Maha Nakhon 10220, Thailand\\nGoogle place ID: ChIJxVlvKA9jHTERAaDXThEk0sU\\nPhone: Unknown\\nWebsite: https://www.fashionisland.co.th/\\n\\n\\n3. Fashion Island\\nAddress: 401 Newport Center Dr, Newport Beach, CA 92660, USA\\nGoogle place ID: ChIJUetYrofg3IARvxarZNginsY\\nPhone: (949) 721-2000\\nWebsite: https://www.fashionisland.com/?utm_source=soci&utm_medium=organic&utm_campaign=gmb_soci_listing\\n\\n\\n4. Grand Station @ Fashion Island\\nAddress: Fashion Island Shopping Mall คันนายาว Khet Khan Na Yao, Krung Thep Maha Nakhon 10230, Thailand\\nGoogle place ID: ChIJgYJ0xNxjHTERqh7EMAXGflk\\nPhone: 02 947 5000\\nWebsite: https://www.fashionisland.co.th/about-us/grandstation/\\n\\n\\n5. Pomelo Fashion Island\\nAddress: Unit GSSH101, 1st Floor, Fashion Island Shopping Mall, 587-589, Ramindra Rd, แขวงคันนายาว เขตคันนายาว กรุงเทพมหานคร 10230, Thailand\\nGoogle place ID: ChIJaYz1YRFjHTERHcxGtqrypsk\\nPhone: 02 000 6811\\nWebsite: https://www.pomelofashion.com/\\n\\n\\n6. Haborland Fashion Island\\nAddress: ศูนย์การค้า แฟชั่นไอส์แลนด์ ชั้น3, Khwaeng Khan Na Yao, Khet Khan Na Yao, Krung Thep Maha Nakhon 10230, Thailand\\nGoogle place ID: ChIJ7wF25A5jHTERyBbgZ24hjGU\\nPhone: 065 848 1000\\nWebsite: https://harborlandgroup.com/\\n\\n\\n7. IF Store art & chara สาขา Fasion Island\\nAddress: KI B006-B007 โซนแกรนด์สเตชั่น ซอย 7 ศูนย์การค้าแฟชั่นไอส์แลนด์ ชั้น 2 587,589, 589 7 9 Ram Inthra Rd, Khwaeng Khan Na Yao, Khet Khan Na Yao, Krung Thep Maha Nakhon 10230, Thailand\\nGoogle place ID: ChIJx5zaF3RjHTER8ROSKii-tVQ\\nPhone: 063 232 6356\\nWebsite: https://shopee.co.th/ifstore_art\\n\\n\\n8. Crush on Gelato สาขา Fasion island\\nAddress: RMGH+46W Fashion Island ชั้น 2 Staion B, Street 4, แขวงคันนายาว เขตคันนายาว กรุงเทพมหานคร 10230, Thailand\\nGoogle place ID: ChIJ69AOKABjHTERzQJJTyOunf4\\nPhone: 089 205 7502\\nWebsite: https://www.instagram.com/crush_on.gelato.bkk?igsh=azJiM3V4OGVscmpw\\n\\n\\n9. Panya Ramintra\\nAddress: Khan Na Yao, Bangkok 10230, Thailand\\nGoogle place ID: ChIJ9e97xwhjHTERR-MWDuKtUYY\\nPhone: Unknown\\nWebsite: Unknown\\n\\n\\n10. ร้านชุดชั้นใน GIRLY SECRET @Fasion Island\\nAddress: GIRLY SECRET แฟชั่นไอส์แลนด์ ชั้น2 โซนแกรนด์เสตชั่น สตรีท 11 Lat Phrao Road Khwaeng Khan Na Yao, คันนายาว Krung Thep Maha Nakhon 10230, Thailand\\nGoogle place ID: ChIJMRAHkpKd4jARZBQhL3tzF28\\nPhone: 092 697 9698\\nWebsite: Unknown\\n\\n\\n11. OkurimonoJapan! (Fashion Island)\\nAddress: Level 2, Ram Inthra Rd, Khwaeng Khan Na Yao, Khet Khan Na Yao, Krung Thep Maha Nakhon 10230, Thailand\\nGoogle place ID: ChIJUTgHRlBjHTERw3I3e-uH7hI\\nPhone: 080 594 4644\\nWebsite: Unknown\\n\\n\\n12. Opposite Fashion Island\\nAddress: Khan Na Yao, Bangkok 10230, Thailand\\nGoogle place ID: ChIJV8YMrwhjHTERTd8eEupPwZY\\nPhone: Unknown\\nWebsite: Unknown\\n\\n'" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from langchain_community.tools import GooglePlacesTool\n", "\n", "places = GooglePlacesTool()\n", "places.run(\"fasion islands\")" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "#find places id\n", "#near by search" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'candidates': [{'formatted_address': '444 ถ. พญาไท แขวงวังใหม่ เขตปทุมวัน กรุงเทพมหานคร 10330 ไทย', 'geometry': {'location': {'lat': 13.744677, 'lng': 100.5295593}, 'viewport': {'northeast': {'lat': 13.74598387989272, 'lng': 100.5309299798927}, 'southwest': {'lat': 13.74328422010728, 'lng': 100.5282303201073}}}, 'name': 'เอ็ม บี เค เซ็นเตอร์', 'opening_hours': {'open_now': True}, 'rating': 4.3}], 'status': 'OK'}\n" ] } ], "source": [ "def find_place_from_text(input_text, location=None, radius=2000):\n", " # Retrieve the API key from environment variables\n", " api_key = os.getenv('GPLACES_API_KEY')\n", "\n", " if not api_key:\n", " raise ValueError(\"API key not found. Please set the GOOGLE_MAPS_API_KEY environment variable.\")\n", "\n", " # Define the endpoint URL\n", " url = \"https://maps.googleapis.com/maps/api/place/findplacefromtext/json\"\n", "\n", " # Define the parameters for the request\n", " params = {\n", " 'fields': 'formatted_address,name,rating,opening_hours,geometry',\n", " 'input': input_text,\n", " 'inputtype': 'textquery',\n", " 'key': api_key\n", " }\n", " \n", " params['locationbias'] = f'circle:{radius}@{location}' if location is not None and radius is not None else None\n", "\n", " # Make the request to the Google Maps API\n", " response = requests.get(url, params=params)\n", "\n", " # Check if the request was successful\n", " if response.status_code == 200:\n", " return response.json() # Return the JSON response\n", " else:\n", " response.raise_for_status() # Raise an exception for HTTP errors\n", "\n", "# Example usage:\n", "location = \"15.87,100.9925\" # Latitude and Longitude\n", "input_text = \"มาบุญครอง\"\n", "result = find_place_from_text(input_text, location)\n", "\n", "print(result)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Coordinates: 13.744677,100.5295593\n" ] } ], "source": [ "def find_location(input_text:str, location:str=None, radius=10000):\n", " # Call the find_place_from_text function to get the location data\n", " data = find_place_from_text(input_text, location, radius)\n", "\n", " # Extract the latitude and longitude from the response\n", " candidates = data.get('candidates', [])\n", " if len(candidates)==0:\n", " raise ValueError(\"No location found.\")\n", "\n", " # Assuming we're taking the first candidate\n", " geometry = candidates[0].get('geometry', {})\n", " location = geometry.get('location', {})\n", "\n", " latitude = location.get('lat')\n", " longitude = location.get('lng')\n", "\n", " if latitude is None or longitude is None:\n", " raise ValueError(\"Latitude or Longitude not found in the response.\")\n", "\n", " # Return the latitude and longitude as a formatted string\n", " return f\"{latitude},{longitude}\"\n", "\n", "\n", "location = \"15.87,100.9925\" # Latitude and Longitude\n", "input_text = \"มาบุญครอง\"\n", "coordinates = find_location(input_text, location)\n", "print(f\"Coordinates: {coordinates}\")" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[{'business_status': 'OPERATIONAL',\n", " 'geometry': {'location': {'lat': 13.7491743, 'lng': 100.5161575},\n", " 'viewport': {'northeast': {'lat': 13.75056342989272,\n", " 'lng': 100.5175915298927},\n", " 'southwest': {'lat': 13.74786377010728, 'lng': 100.5148918701073}}},\n", " 'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/restaurant-71.png',\n", " 'icon_background_color': '#FF9E67',\n", " 'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/restaurant_pinlet',\n", " 'name': 'White Flower',\n", " 'opening_hours': {'open_now': True},\n", " 'photos': [{'height': 3024,\n", " 'html_attributions': ['Natthapong Taweesook'],\n", " 'photo_reference': 'AXCi2Q4ixaFFCtaz0ysxevjz-lWDMlygAsaAcEE2XLZabgjf4qZw-rHYlOQUP9dTGXWhy3j-U96v8GRPBu7FY0c4eA8fNoJta4-oG2lATPR0ERQ3lsTmU6FOii4XgWUHWmZp4b37hZWJEL5rYUx-NBTvt6ZtpBUc0EE0UZ5HYATIUEBxWIE',\n", " 'width': 4032}],\n", " 'place_id': 'ChIJl9od-jqZ4jARVmMNi4wBU2o',\n", " 'plus_code': {'compound_code': 'PGX8+MF Bangkok',\n", " 'global_code': '7P52PGX8+MF'},\n", " 'price_level': 3,\n", " 'rating': 4.4,\n", " 'reference': 'ChIJl9od-jqZ4jARVmMNi4wBU2o',\n", " 'scope': 'GOOGLE',\n", " 'types': ['restaurant', 'point_of_interest', 'food', 'establishment'],\n", " 'user_ratings_total': 2323,\n", " 'vicinity': '678/1-7 Bamrung Mueang Rd, Wat Thep Sirin, Pom Prap Sattru Phai'},\n", " {'business_status': 'OPERATIONAL',\n", " 'geometry': {'location': {'lat': 13.7449251, 'lng': 100.514918},\n", " 'viewport': {'northeast': {'lat': 13.74623957989272,\n", " 'lng': 100.5163598298927},\n", " 'southwest': {'lat': 13.74353992010728, 'lng': 100.5136601701073}}},\n", " 'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/restaurant-71.png',\n", " 'icon_background_color': '#FF9E67',\n", " 'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/restaurant_pinlet',\n", " 'name': 'Lung & Pa',\n", " 'opening_hours': {'open_now': True},\n", " 'photos': [{'height': 3024,\n", " 'html_attributions': ['Mongkol Yongrakkiat'],\n", " 'photo_reference': 'AXCi2Q7uzm3mBjDShx0q0RFXgZaOMQD0cxO_gih8HbXo3QF1uLuy-YMHiDQqs6PP9Ule8XzWJ_mlax9ntxLndIT74JPX-smiZ-0nuxQEkn8tqqJZ_BfqDWJlGgZR9J4dkf_4i4o5xQNJo_gbvD6piZor39uOvwsA8LHidnAVQduWwfcdW9yC',\n", " 'width': 4032}],\n", " 'place_id': 'ChIJB0JM5CSZ4jARZ0sxEfceIho',\n", " 'plus_code': {'compound_code': 'PGV8+X2 Bangkok',\n", " 'global_code': '7P52PGV8+X2'},\n", " 'price_level': 1,\n", " 'rating': 4.6,\n", " 'reference': 'ChIJB0JM5CSZ4jARZ0sxEfceIho',\n", " 'scope': 'GOOGLE',\n", " 'types': ['restaurant', 'point_of_interest', 'food', 'establishment'],\n", " 'user_ratings_total': 125,\n", " 'vicinity': '34/3 Mittraphan Rd, Pom Prap, Pom Prap Sattru Phai'},\n", " {'business_status': 'OPERATIONAL',\n", " 'geometry': {'location': {'lat': 13.7539337, 'lng': 100.5418347},\n", " 'viewport': {'northeast': {'lat': 13.75527512989272,\n", " 'lng': 100.5432228298927},\n", " 'southwest': {'lat': 13.75257547010728, 'lng': 100.5405231701073}}},\n", " 'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/restaurant-71.png',\n", " 'icon_background_color': '#FF9E67',\n", " 'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/restaurant_pinlet',\n", " 'name': 'Pratunam Thai Food~Authentic (Cook by thai chef) / ร้านอาหาร ประตูน้ำไทยฟู้ด',\n", " 'opening_hours': {'open_now': True},\n", " 'photos': [{'height': 809,\n", " 'html_attributions': ['A Google User'],\n", " 'photo_reference': 'AXCi2Q5dMTyeHD1SCh3CqUEvstb8SO-1bDvrMdYByrTHBwiiH427Pm4rUg5XkXLWmz7N56dTwWtSMPMt6K6PJ0sSt8hQvcVtjDKMG-4raiz2WLL5MpLVApuDUqJi-TACjjeuKUe3w78igpYx3-icU8OuibBiMGmfcl0T7xf0AcPa3-9xTbiQ',\n", " 'width': 1440}],\n", " 'place_id': 'ChIJbclEnumf4jARYQQZzBKxU18',\n", " 'plus_code': {'compound_code': 'QG3R+HP Bangkok',\n", " 'global_code': '7P52QG3R+HP'},\n", " 'rating': 4.8,\n", " 'reference': 'ChIJbclEnumf4jARYQQZzBKxU18',\n", " 'scope': 'GOOGLE',\n", " 'types': ['restaurant', 'point_of_interest', 'food', 'establishment'],\n", " 'user_ratings_total': 63,\n", " 'vicinity': '190 3 ถนน พญาไท Khwaeng Makkasan, Ratchathewi'},\n", " {'business_status': 'OPERATIONAL',\n", " 'geometry': {'location': {'lat': 13.7380932, 'lng': 100.5168921},\n", " 'viewport': {'northeast': {'lat': 13.73944302989272,\n", " 'lng': 100.5182419298927},\n", " 'southwest': {'lat': 13.73674337010728, 'lng': 100.5155422701073}}},\n", " 'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/restaurant-71.png',\n", " 'icon_background_color': '#FF9E67',\n", " 'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/restaurant_pinlet',\n", " 'name': 'Supa Restaurant',\n", " 'opening_hours': {'open_now': True},\n", " 'photos': [{'height': 4640,\n", " 'html_attributions': ['A Google User'],\n", " 'photo_reference': 'AXCi2Q4mx5avzKKZkh4w3rBdieP5I83mY1yBwdhVg9Fxi1fkxDZOpZi18o20kgB8m8l28loJY1QVMVW1-tf3LT_zK8I5czm7RI35fp2zH2H8iksLH7f618cw-KvY3x7MQwAxmCCisy7DMiwmbOlkQJoMZQGrdwRDOrzC7KvugMH4WGkNL6Je',\n", " 'width': 3472}],\n", " 'place_id': 'ChIJE3_so2WZ4jARDbO3ktHv2kU',\n", " 'plus_code': {'compound_code': 'PGQ8+6Q Bangkok',\n", " 'global_code': '7P52PGQ8+6Q'},\n", " 'rating': 4.9,\n", " 'reference': 'ChIJE3_so2WZ4jARDbO3ktHv2kU',\n", " 'scope': 'GOOGLE',\n", " 'types': ['restaurant', 'point_of_interest', 'food', 'establishment'],\n", " 'user_ratings_total': 38,\n", " 'vicinity': '512 Rong Mueang Rd, Khwaeng Rong Muang, Pathum Wan'},\n", " {'business_status': 'OPERATIONAL',\n", " 'geometry': {'location': {'lat': 13.7295572, 'lng': 100.5232952},\n", " 'viewport': {'northeast': {'lat': 13.73092007989272,\n", " 'lng': 100.5246405298927},\n", " 'southwest': {'lat': 13.72822042010728, 'lng': 100.5219408701073}}},\n", " 'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/restaurant-71.png',\n", " 'icon_background_color': '#FF9E67',\n", " 'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/restaurant_pinlet',\n", " 'name': 'Dao Restaurant',\n", " 'opening_hours': {'open_now': True},\n", " 'photos': [{'height': 2252,\n", " 'html_attributions': ['A Google User'],\n", " 'photo_reference': 'AXCi2Q4BzvEb42f7FxJHcsZQg0Hc0OjsifpJjgHykRE2vm2fsvzUxEywCnlGirFrZ2tdgynB42S29hqYJ2SmVvazS7v1pXhCC1JNe7j2F1qt7oImFEBOPHnvLzEU-HUJg40B0JeJfEV3bw0LjCwk2oqV-KOgPH_EDOgYPjDlthCx1JlrBflO',\n", " 'width': 4000}],\n", " 'place_id': 'ChIJV3Ra-NOY4jARZsqKoJRW5PE',\n", " 'plus_code': {'compound_code': 'PGHF+R8 Bangkok',\n", " 'global_code': '7P52PGHF+R8'},\n", " 'rating': 4.8,\n", " 'reference': 'ChIJV3Ra-NOY4jARZsqKoJRW5PE',\n", " 'scope': 'GOOGLE',\n", " 'types': ['restaurant', 'point_of_interest', 'food', 'establishment'],\n", " 'user_ratings_total': 121,\n", " 'vicinity': '68 Amon Rattana Dilok Alley, Si Phraya, Bang Rak'},\n", " {'business_status': 'OPERATIONAL',\n", " 'geometry': {'location': {'lat': 13.7371139, 'lng': 100.51473},\n", " 'viewport': {'northeast': {'lat': 13.73846577989272,\n", " 'lng': 100.5160974298927},\n", " 'southwest': {'lat': 13.73576612010728, 'lng': 100.5133977701073}}},\n", " 'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/restaurant-71.png',\n", " 'icon_background_color': '#FF9E67',\n", " 'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/restaurant_pinlet',\n", " 'name': 'Khao Moo Daeng Si Morakot',\n", " 'opening_hours': {'open_now': True},\n", " 'photos': [{'height': 3456,\n", " 'html_attributions': ['bow nattanan'],\n", " 'photo_reference': 'AXCi2Q4cH7iovrhc8Js5Ax2_uhzM_fo4CioUNKy_OEUeDbskuGhvllYzyEeeQ5A9akJ_9hO0LbuiH6W3JnJlcWTDBDTtJFmjReeFZrmsW35f23_gQGHWUQPKqrDGjIKbUyksL4DCrT9ZJmRkMFvuJuw3PHZ2Xil1EgOIKC5PdcGyYUi4D_0-',\n", " 'width': 4608}],\n", " 'place_id': 'ChIJ-bLUEyeZ4jARupp8yg3g8MA',\n", " 'plus_code': {'compound_code': 'PGP7+RV Bangkok',\n", " 'global_code': '7P52PGP7+RV'},\n", " 'price_level': 2,\n", " 'rating': 4.3,\n", " 'reference': 'ChIJ-bLUEyeZ4jARupp8yg3g8MA',\n", " 'scope': 'GOOGLE',\n", " 'types': ['restaurant', 'point_of_interest', 'food', 'establishment'],\n", " 'user_ratings_total': 1848,\n", " 'vicinity': '80 82 Sukon 1 Alley, Talat Noi, Samphanthawong'},\n", " {'business_status': 'OPERATIONAL',\n", " 'geometry': {'location': {'lat': 13.74873, 'lng': 100.5419459},\n", " 'viewport': {'northeast': {'lat': 13.75011277989272,\n", " 'lng': 100.5432604798927},\n", " 'southwest': {'lat': 13.74741312010728, 'lng': 100.5405608201073}}},\n", " 'icon': 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'user_ratings_total': 1044,\n", " 'vicinity': '4 Ratchadamri Rd, Pathum Wan'},\n", " {'business_status': 'OPERATIONAL',\n", " 'geometry': {'location': {'lat': 13.7612276, 'lng': 100.5156097},\n", " 'viewport': {'northeast': {'lat': 13.76252907989272,\n", " 'lng': 100.5170202798927},\n", " 'southwest': {'lat': 13.75982942010728, 'lng': 100.5143206201073}}},\n", " 'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/restaurant-71.png',\n", " 'icon_background_color': '#FF9E67',\n", " 'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/restaurant_pinlet',\n", " 'name': 'Suan Sone',\n", " 'opening_hours': {'open_now': True},\n", " 'photos': [{'height': 2268,\n", " 'html_attributions': ['chanchai meeprasert'],\n", " 'photo_reference': 'AXCi2Q4qN85hqX45mo-_4UjiW1qumiJsassfQ7EGUEh1MlpVuhwbYBB17bC1PRULq_LecHm9wHapYWbolJDamhftcC4k6ZYHN3mE0p-ty15DXiqVqwUhz_SGoXExiIMaLFoA-ASyM7M2Dc2mmpuNAO98ido7rpk-lYs99pGz6CSm8fiXEfeW',\n", " 'width': 4032}],\n", " 'place_id': 'ChIJDWR1VUaZ4jARUM3GyqE8vOM',\n", " 'rating': 4.3,\n", " 'reference': 'ChIJDWR1VUaZ4jARUM3GyqE8vOM',\n", " 'scope': 'GOOGLE',\n", " 'types': ['restaurant', 'point_of_interest', 'food', 'establishment'],\n", " 'user_ratings_total': 67,\n", " 'vicinity': 'QG68+F7J, Khwaeng Si Yaek Maha Nak, Khet Dusit'},\n", " []]" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "def nearby_search(keyword:str, location:str, radius=2000, place_type=None):\n", " # Retrieve the API key from environment variables\n", " api_key = os.getenv('GPLACES_API_KEY')\n", "\n", " if not api_key:\n", " raise ValueError(\"API key not found. Please set the GOOGLE_MAPS_API_KEY environment variable.\")\n", "\n", " # Define the endpoint URL\n", " url = \"https://maps.googleapis.com/maps/api/place/nearbysearch/json\"\n", "\n", " # Set up the parameters for the request\n", " params = {\n", " 'keyword': keyword,\n", " 'location': location,\n", " 'radius': radius,\n", " 'type': place_type,\n", " 'key': api_key,\n", " \"rankPreference\": \"DISTANCE\"\n", " }\n", "\n", " # Send the GET request to the Google Maps API\n", " response = requests.get(url, params=params)\n", "\n", " # Check if the request was successful\n", " if response.status_code != 200:\n", " raise Exception(f\"Error with request: {response.status_code}, {response.text}\")\n", "\n", " # Parse the JSON response\n", " data = response.json()\n", " results = data['results']\n", "\n", " # search into next page\n", " while data.get('next_page_token', False):\n", " params = {'next_page_token': data['next_page_token']}\n", " response = requests.get(url, params=params)\n", " \n", " if response.status_code != 200:\n", " raise Exception(f\"Error with request: {response.status_code}, {response.text}\")\n", " \n", " data = response.json()\n", " \n", " results.append(data['results'])\n", " \n", "\n", " # Return the response data\n", " return results\n", "\n", "\n", "# Example usage\n", "location = \"13.744677,100.5295593\" # Latitude and Longitude\n", "keyword = \"ร้านอาหาร\"\n", "search_results = nearby_search(keyword, location)\n", "search_results" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[{'geometry': {'location': {'lat': 13.7563309, 'lng': 100.5017651},\n", " 'viewport': {'northeast': {'lat': 13.9551109646008,\n", " 'lng': 100.9384080394661},\n", " 'southwest': {'lat': 13.4940880622837, 'lng': 100.3278135588086}}},\n", " 'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/geocode-71.png',\n", " 'icon_background_color': '#7B9EB0',\n", " 'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/generic_pinlet',\n", " 'name': 'Bangkok',\n", " 'photos': [{'height': 934,\n", " 'html_attributions': ['Harshvardhan Mali'],\n", " 'photo_reference': 'AXCi2Q7_kGL2e0cJ-mzM-03YnhvWvq6hMoGHimpBUb3XMiuWbj34411Kd0GmHRI1R5GP5GdV1PZnJ7rewFeHPsQLkgLpJd0so-hweSx2XO4tL0VZL9IBi7QwGPGTDYaWuyv9EAT-ni6XEfqqfV7RGVCng7AbAxbj73FxtlNwO4u0lkvYN5Ys',\n", " 'width': 756}],\n", " 'place_id': 'ChIJ82ENKDJgHTERIEjiXbIAAQE',\n", " 'reference': 'ChIJ82ENKDJgHTERIEjiXbIAAQE',\n", " 'scope': 'GOOGLE',\n", " 'types': ['locality', 'political'],\n", " 'vicinity': 'Bangkok'},\n", " {'business_status': 'OPERATIONAL',\n", " 'geometry': {'location': {'lat': 13.7431972, 'lng': 100.5301387},\n", " 'viewport': {'northeast': {'lat': 13.7444096302915,\n", " 'lng': 100.5314597802915},\n", " 'southwest': {'lat': 13.7417116697085, 'lng': 100.5287618197085}}},\n", " 'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n", " 'icon_background_color': '#909CE1',\n", " 'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n", " 'name': 'Pathumwan Princess Hotel',\n", " 'opening_hours': {'open_now': True},\n", " 'photos': [{'height': 2000,\n", " 'html_attributions': ['Pathumwan Princess Hotel'],\n", " 'photo_reference': 'AXCi2Q738dGgO8VsMMPJueye43i4PAv2l6QcViEme2svueHmQPgpV5aRbQjsGPM_pXvUPL-FGP-EvzvPnLsUMP6qJkBKcOCgrtOvhnYU28rpq0bMQbL_pjEHCNialO3MpSiEL8rEX_uJ12W4tkLsovZ_uog_hgAd-UTO2kOaXI8gg6okv7xb',\n", " 'width': 3000}],\n", " 'place_id': 'ChIJFaLTtdKe4jARdKflx49LvdA',\n", " 'plus_code': {'compound_code': 'PGVJ+73 Bangkok, Thailand',\n", " 'global_code': '7P52PGVJ+73'},\n", " 'rating': 4.5,\n", " 'reference': 'ChIJFaLTtdKe4jARdKflx49LvdA',\n", " 'scope': 'GOOGLE',\n", " 'types': ['tourist_attraction',\n", " 'shopping_mall',\n", " 'lodging',\n", " 'restaurant',\n", " 'point_of_interest',\n", " 'food',\n", " 'establishment'],\n", " 'user_ratings_total': 7801,\n", " 'vicinity': '444 Phaya Thai Road, Khwaeng Wang Mai, Pathum Wan'},\n", " {'business_status': 'OPERATIONAL',\n", " 'geometry': {'location': {'lat': 13.7484011, 'lng': 100.5348436},\n", " 'viewport': {'northeast': {'lat': 13.7497612802915,\n", " 'lng': 100.5361483302915},\n", " 'southwest': {'lat': 13.7470633197085, 'lng': 100.5334503697085}}},\n", " 'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n", " 'icon_background_color': '#909CE1',\n", " 'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n", " 'name': 'Siam Kempinski Hotel Bangkok',\n", " 'photos': [{'height': 1080,\n", " 'html_attributions': ['Siam Kempinski Hotel Bangkok'],\n", " 'photo_reference': 'AXCi2Q4F7DywMLBgKg8B3BH8KLAXcCtLfEKiTLUVkozDhcQ14sN9BicT14YrEN9BARWKX0Xcbp85ra8kw6Qb3fL5VWvrnLB0EYWMp-a5KLUNm4vXoJnEi5gkHsSZ9BeF9LNspFKZpxgl3-IYZecw6Ahmqn7wgg2SydqGyOQGWcr6Zy7UldXP',\n", " 'width': 1920}],\n", " 'place_id': 'ChIJrfU90s2e4jARs0XZP2DZ4jM',\n", " 'plus_code': {'compound_code': 'PGXM+9W Bangkok, Thailand',\n", " 'global_code': '7P52PGXM+9W'},\n", " 'rating': 4.7,\n", " 'reference': 'ChIJrfU90s2e4jARs0XZP2DZ4jM',\n", " 'scope': 'GOOGLE',\n", " 'types': ['lodging', 'point_of_interest', 'establishment'],\n", " 'user_ratings_total': 5169,\n", " 'vicinity': '991, 9 Rama I Road, Khwaeng Pathum Wan, Pathum Wan'},\n", " {'business_status': 'OPERATIONAL',\n", " 'geometry': {'location': {'lat': 13.7477183, 'lng': 100.5387477},\n", " 'viewport': {'northeast': {'lat': 13.7491090802915,\n", " 'lng': 100.5398112302915},\n", " 'southwest': {'lat': 13.7464111197085, 'lng': 100.5371132697085}}},\n", " 'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n", " 'icon_background_color': '#909CE1',\n", " 'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n", " 'name': 'Centara Grand & Bangkok Convention Centre at centralwOrld',\n", " 'opening_hours': {'open_now': True},\n", " 'photos': [{'height': 2832,\n", " 'html_attributions': ['Centara Grand & Bangkok Convention Centre at centralwOrld'],\n", " 'photo_reference': 'AXCi2Q4K6AxSnn8cTJpTycj9dlIsHmaYBsMLmZ5IXU-92uE0HS2ft-o0tLltEC67tx8dk-ZdoSDGxOdRyyIYe64zNUXipMjFzxWevwk6sYlcuHINe5cH4JQNxrE7d4JTt7_BuYw2dxdoTxHZE41mZVIhQRcCe9rZ0NGTUIqoWaZf56h3w62G',\n", " 'width': 4148}],\n", " 'place_id': 'ChIJf1YJeC-Z4jARNNLn8M9QwMw',\n", " 'plus_code': {'compound_code': 'PGXQ+3F Bangkok, Thailand',\n", " 'global_code': '7P52PGXQ+3F'},\n", " 'rating': 4.6,\n", " 'reference': 'ChIJf1YJeC-Z4jARNNLn8M9QwMw',\n", " 'scope': 'GOOGLE',\n", " 'types': ['spa',\n", " 'bar',\n", " 'lodging',\n", " 'restaurant',\n", " 'point_of_interest',\n", " 'food',\n", " 'establishment'],\n", " 'user_ratings_total': 6175,\n", " 'vicinity': '999, 99 Rama I Road, Khwaeng Pathum Wan, Pathum Wan'},\n", " {'business_status': 'OPERATIONAL',\n", " 'geometry': {'location': {'lat': 13.750779, 'lng': 100.5306845},\n", " 'viewport': {'northeast': {'lat': 13.7521981302915,\n", " 'lng': 100.5321781302915},\n", " 'southwest': {'lat': 13.7495001697085, 'lng': 100.5294801697085}}},\n", " 'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n", " 'icon_background_color': '#909CE1',\n", " 'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n", " 'name': 'Evergreen Place Siam by UHG',\n", " 'opening_hours': {'open_now': True},\n", " 'photos': [{'height': 4752,\n", " 'html_attributions': ['Evergreen Place Bangkok'],\n", " 'photo_reference': 'AXCi2Q5y5PY9c6Ms9F4gNYxWGejQmcK9SwjhVplXn6FUJFPYen10lEMlxWETEeIMQxkXMevlFvBQGYYdKUofi3e3p1kFOF0h9W-xtFGl5t43gbxfKQZ7db0pQ7EOXIpLyvqOGhyO5uRMADU2I3tFOOoaOTDrZYMDAA4x2XDDm-eYG8VZEAcH',\n", " 'width': 3168}],\n", " 'place_id': 'ChIJH2h86IGe4jARE5sKrclMXL8',\n", " 'plus_code': {'compound_code': 'QG2J+87 Bangkok, Thailand',\n", " 'global_code': '7P52QG2J+87'},\n", " 'rating': 4.1,\n", " 'reference': 'ChIJH2h86IGe4jARE5sKrclMXL8',\n", " 'scope': 'GOOGLE',\n", " 'types': ['lodging', 'point_of_interest', 'establishment'],\n", " 'user_ratings_total': 2227,\n", " 'vicinity': '318 Phaya Thai Road, Khwaeng Thanon Phetchaburi, Khet Ratchathewi'},\n", " {'business_status': 'OPERATIONAL',\n", " 'geometry': {'location': {'lat': 13.7511798, 'lng': 100.5356322},\n", " 'viewport': {'northeast': {'lat': 13.7525489802915,\n", " 'lng': 100.5368556802915},\n", " 'southwest': {'lat': 13.7498510197085, 'lng': 100.5341577197085}}},\n", " 'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n", " 'icon_background_color': '#909CE1',\n", " 'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n", " 'name': 'The Residence Ratchathewi',\n", " 'opening_hours': {'open_now': True},\n", " 'photos': [{'height': 1068,\n", " 'html_attributions': ['The Residence Ratchathewi'],\n", " 'photo_reference': 'AXCi2Q5Pz6L3evSsAtRobIq2NdAeqTMHiPvuDKrQJ64uIiHP-y_G8r8CoPetGxSRfH-BKukllETv6HqOz20SM9bK3ZBDUQQDcBzW-Es4CmuwA43j_pbfsZC-f1UytGDB29ve_2YUTFI-hT8UPe4u4skHsnAUVJvMq2hmiZDjioHVH0qlfj03',\n", " 'width': 1600}],\n", " 'place_id': 'ChIJx0cHr86e4jAReGZBl579QlY',\n", " 'plus_code': {'compound_code': 'QG2P+F7 Bangkok, Thailand',\n", " 'global_code': '7P52QG2P+F7'},\n", " 'rating': 3.8,\n", " 'reference': 'ChIJx0cHr86e4jAReGZBl579QlY',\n", " 'scope': 'GOOGLE',\n", " 'types': ['lodging', 'point_of_interest', 'establishment'],\n", " 'user_ratings_total': 442,\n", " 'vicinity': '588/1 Phetchaburi Road, Khet Ratchathewi'},\n", " {'business_status': 'OPERATIONAL',\n", " 'geometry': {'location': {'lat': 13.7513459, 'lng': 100.5310997},\n", " 'viewport': {'northeast': {'lat': 13.7528344302915,\n", " 'lng': 100.5325368302915},\n", " 'southwest': {'lat': 13.7501364697085, 'lng': 100.5298388697085}}},\n", " 'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n", " 'icon_background_color': '#909CE1',\n", " 'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n", " 'name': 'Asia Hotel Bangkok',\n", " 'opening_hours': {'open_now': True},\n", " 'photos': [{'height': 427,\n", " 'html_attributions': ['Asia Hotel Bangkok'],\n", " 'photo_reference': 'AXCi2Q42m_-bnKzM_8Y-hZk9z68loVfYXKFSGO6vTVf6FKy8uaRKSwXND0sGpuPHDAINcNAp_u8Yq7Gb8_P4lA75LXTi-jmWK7Gx-0o9gY2HRFKWsK-r38eqOnyv3wxZ1fz0ju2ngOxQn9N7w2m65kZSeJHNP8y8RwxH5ZsZqF5Mhei2ywew',\n", " 'width': 640}],\n", " 'place_id': 'ChIJH2h86IGe4jARyjZ6wppSlkQ',\n", " 'plus_code': {'compound_code': 'QG2J+GC Bangkok, Thailand',\n", " 'global_code': '7P52QG2J+GC'},\n", " 'rating': 4,\n", " 'reference': 'ChIJH2h86IGe4jARyjZ6wppSlkQ',\n", " 'scope': 'GOOGLE',\n", " 'types': ['lodging', 'point_of_interest', 'establishment'],\n", " 'user_ratings_total': 5467,\n", " 'vicinity': '296 Phaya Thai Road'},\n", " {'business_status': 'OPERATIONAL',\n", " 'geometry': {'location': {'lat': 13.7497353, 'lng': 100.5403252},\n", " 'viewport': {'northeast': {'lat': 13.7510947302915,\n", " 'lng': 100.5419947802915},\n", " 'southwest': {'lat': 13.7483967697085, 'lng': 100.5392968197085}}},\n", " 'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n", " 'icon_background_color': '#909CE1',\n", " 'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n", " 'name': 'Novotel Bangkok Platinum Pratunam',\n", " 'photos': [{'height': 4024,\n", " 'html_attributions': ['Novotel Bangkok Platinum Pratunam'],\n", " 'photo_reference': 'AXCi2Q5LmS7o7OSMP79lrIl2QXvnouGCkcB5sFvodYP0tc9OHRUiOuBWiTwcOMxPEqPAwEfJiHorDaVwpJtkarrfiau1zhq0NyJbvkRsrdZPy3H2oaOdZXibEDdmlk4aZFTvvrXVZYUYLhBb_SgwXiOiIUt45XsJSk6OmghS_cREKP1YhXkr',\n", " 'width': 6048}],\n", " 'place_id': 'ChIJN6o_Yc-e4jARBCxlg57zM4s',\n", " 'plus_code': {'compound_code': 'PGXR+V4 Bangkok, Thailand',\n", " 'global_code': '7P52PGXR+V4'},\n", " 'rating': 4.4,\n", " 'reference': 'ChIJN6o_Yc-e4jARBCxlg57zM4s',\n", " 'scope': 'GOOGLE',\n", " 'types': ['lodging', 'point_of_interest', 'establishment'],\n", " 'user_ratings_total': 4789,\n", " 'vicinity': '220 Phetchaburi Road'},\n", " {'business_status': 'OPERATIONAL',\n", " 'geometry': {'location': {'lat': 13.7467415, 'lng': 100.5287877},\n", " 'viewport': {'northeast': {'lat': 13.7480168802915,\n", " 'lng': 100.5301780802915},\n", " 'southwest': {'lat': 13.7453189197085, 'lng': 100.5274801197085}}},\n", " 'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n", " 'icon_background_color': '#909CE1',\n", " 'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n", " 'name': 'MERCURE BANGKOK SIAM',\n", " 'photos': [{'height': 768,\n", " 'html_attributions': ['MERCURE BANGKOK SIAM'],\n", " 'photo_reference': 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4.5,\n", " 'reference': 'ChIJMckScdqe4jARnCUZdPKRjF8',\n", " 'scope': 'GOOGLE',\n", " 'types': ['lodging', 'point_of_interest', 'establishment'],\n", " 'user_ratings_total': 3963,\n", " 'vicinity': '153, 2 Thanon Ratchadamri, Khwaeng Lumphini, Pathum Wan'},\n", " {'business_status': 'OPERATIONAL',\n", " 'geometry': {'location': {'lat': 13.7468712, 'lng': 100.52869},\n", " 'viewport': {'northeast': {'lat': 13.7481022302915,\n", " 'lng': 100.5300163302915},\n", " 'southwest': {'lat': 13.7454042697085, 'lng': 100.5273183697085}}},\n", " 'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n", " 'icon_background_color': '#909CE1',\n", " 'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n", " 'name': 'Lub d Bangkok Siam',\n", " 'opening_hours': {'open_now': False},\n", " 'photos': [{'height': 4000,\n", " 'html_attributions': ['Lub d Bangkok Siam'],\n", " 'photo_reference': 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'ChIJZ-0rstCe4jARS_6948lrmZU',\n", " 'scope': 'GOOGLE',\n", " 'types': ['lodging', 'point_of_interest', 'establishment'],\n", " 'user_ratings_total': 3162,\n", " 'vicinity': '159 Thanon Ratchadamri, Khwaeng Lumphini, Pathum Wan'},\n", " {'business_status': 'OPERATIONAL',\n", " 'geometry': {'location': {'lat': 13.7540569, 'lng': 100.5287023},\n", " 'viewport': {'northeast': {'lat': 13.7554363802915,\n", " 'lng': 100.5301208302915},\n", " 'southwest': {'lat': 13.7527384197085, 'lng': 100.5274228697085}}},\n", " 'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n", " 'icon_background_color': '#909CE1',\n", " 'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n", " 'name': 'Bangkok City Hotel',\n", " 'photos': [{'height': 4032,\n", " 'html_attributions': ['Aisyah Hassan'],\n", " 'photo_reference': 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'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n", " 'icon_background_color': '#909CE1',\n", " 'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n", " 'name': 'The Twin Towers Hotel',\n", " 'opening_hours': {'open_now': True},\n", " 'photos': [{'height': 1335,\n", " 'html_attributions': ['The Twin Towers Hotel'],\n", " 'photo_reference': 'AXCi2Q4YjMQXQykJh34AvaPoQpDicrVjTTjzrvBJecemawDt8KkIs_Z0mxD3MCPlG4uf-AYgbaFjzeEfrNkwohgP6kBUC0suHCaxUpyl10shgjsJDM_XOXQdzDd0rUS7qC9gSW6zB-SPgPHHDfRPkVug5yfqwkizHwenpjW1N3oM-X5tE0l-',\n", " 'width': 2000}],\n", " 'place_id': 'ChIJ_zP3fy-Z4jARWYaBArPXGAg',\n", " 'plus_code': {'compound_code': 'PGW9+6W Bangkok, Thailand',\n", " 'global_code': '7P52PGW9+6W'},\n", " 'rating': 4,\n", " 'reference': 'ChIJ_zP3fy-Z4jARWYaBArPXGAg',\n", " 'scope': 'GOOGLE',\n", " 'types': ['lodging', 'point_of_interest', 'establishment'],\n", " 'user_ratings_total': 3327,\n", " 'vicinity': '88 ถ.พระราม 6 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['lodging', 'point_of_interest', 'establishment'],\n", " 'user_ratings_total': 204,\n", " 'vicinity': '61-65 Thanon Ratchadamri, ลุมพินี, Pathum Wan'},\n", " {'geometry': {'location': {'lat': 13.746183, 'lng': 100.5307787},\n", " 'viewport': {'northeast': {'lat': 13.75307941101843,\n", " 'lng': 100.5529221455833},\n", " 'southwest': {'lat': 13.72275417223182, 'lng': 100.5156772173436}}},\n", " 'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/geocode-71.png',\n", " 'icon_background_color': '#7B9EB0',\n", " 'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/generic_pinlet',\n", " 'name': 'Pathum Wan',\n", " 'photos': [{'height': 1800,\n", " 'html_attributions': ['Nakorn Chong'],\n", " 'photo_reference': 'AXCi2Q7B7dt3IZdJhvN9lmU8z_aymle84eBpGNAajDMwS_uTbUun0jW1KWakdwuRD9JQ-U2WQs8X0I0H_OmO7cCQp57VbTPoblxl2qtEPmXH2YwQezlJ_Mym4TJqc9sgfj1TaGsYArLGej_by5wPvZfGwJdBnEoN2HLOfp6HN58sNlccFxTM',\n", " 'width': 4000}],\n", " 'place_id': 'ChIJ9dY-MdSe4jAR8E3iXbIAAQM',\n", " 'reference': 'ChIJ9dY-MdSe4jAR8E3iXbIAAQM',\n", " 'scope': 'GOOGLE',\n", " 'types': ['sublocality_level_1', 'sublocality', 'political'],\n", " 'vicinity': 'Pathum Wan'}]" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "def nearby_dense_community(location:str, radius:int=2000):\n", " # Retrieve the API key from environment variables\n", " api_key = os.getenv('GPLACES_API_KEY')\n", "\n", " if not api_key:\n", " raise ValueError(\"API key not found. Please set the GOOGLE_MAPS_API_KEY environment variable.\")\n", "\n", " # Define the endpoint URL\n", " url = \"https://maps.googleapis.com/maps/api/place/nearbysearch/json\"\n", "\n", " # Set up the parameters for the request\n", " params = {\n", " \"includedTypes\": [\"hotel\", \"mall\", \"school\", \"apartment\"],\n", " 'location': location,\n", " 'radius': radius,\n", " 'key': api_key,\n", " \"rankPreference\": \"DISTANCE\"\n", " }\n", "\n", " # Send the GET request to the Google Maps API\n", " response = requests.get(url, params=params)\n", "\n", " # Check if the request was successful\n", " if response.status_code != 200:\n", " raise Exception(f\"Error with request: {response.status_code}, {response.text}\")\n", "\n", " # Parse the JSON response\n", " data = response.json()\n", " results = data['results']\n", "\n", " # Return the response data\n", " return results\n", "\n", "\n", "location = \"13.744677,100.5295593\" # Latitude and Longitude\n", "search_results = nearby_dense_community(location)\n", "search_results" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.9" } }, "nbformat": 4, "nbformat_minor": 2 }