Spaces:
Configuration error
Configuration error
# ========= Copyright 2023-2024 @ CAMEL-AI.org. All Rights Reserved. ========= | |
# Licensed under the Apache License, Version 2.0 (the "License"); | |
# you may not use this file except in compliance with the License. | |
# You may obtain a copy of the License at | |
# | |
# http://www.apache.org/licenses/LICENSE-2.0 | |
# | |
# Unless required by applicable law or agreed to in writing, software | |
# distributed under the License is distributed on an "AS IS" BASIS, | |
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
# See the License for the specific language governing permissions and | |
# limitations under the License. | |
# ========= Copyright 2023-2024 @ CAMEL-AI.org. All Rights Reserved. ========= | |
import os | |
from functools import wraps | |
from typing import Any, Callable, List, Optional, Union | |
from camel.toolkits.base import BaseToolkit | |
from camel.toolkits.function_tool import FunctionTool | |
from camel.utils import dependencies_required | |
def handle_googlemaps_exceptions( | |
func: Callable[..., Any], | |
) -> Callable[..., Any]: | |
r"""Decorator to catch and handle exceptions raised by Google Maps API | |
calls. | |
Args: | |
func (Callable): The function to be wrapped by the decorator. | |
Returns: | |
Callable: A wrapper function that calls the wrapped function and | |
handles exceptions. | |
""" | |
def wrapper(*args: Any, **kwargs: Any) -> Any: | |
try: | |
# ruff: noqa: E501 | |
from googlemaps.exceptions import ( # type: ignore[import] | |
ApiError, | |
HTTPError, | |
Timeout, | |
TransportError, | |
) | |
except ImportError: | |
raise ImportError( | |
"Please install `googlemaps` first. You can install " | |
"it by running `pip install googlemaps`." | |
) | |
try: | |
return func(*args, **kwargs) | |
except ApiError as e: | |
return ( | |
'An exception returned by the remote API. ' | |
f'Status: {e.status}, Message: {e.message}' | |
) | |
except HTTPError as e: | |
return ( | |
'An unexpected HTTP error occurred. ' | |
f'Status Code: {e.status_code}' | |
) | |
except Timeout: | |
return 'The request timed out.' | |
except TransportError as e: | |
return ( | |
'Something went wrong while trying to execute the ' | |
f'request. Details: {e.base_exception}' | |
) | |
except Exception as e: | |
return f'An unexpected error occurred: {e}' | |
return wrapper | |
def _format_offset_to_natural_language(offset: int) -> str: | |
r"""Converts a time offset in seconds to a more natural language | |
description using hours as the unit, with decimal places to represent | |
minutes and seconds. | |
Args: | |
offset (int): The time offset in seconds. Can be positive, | |
negative, or zero. | |
Returns: | |
str: A string representing the offset in hours, such as | |
"+2.50 hours" or "-3.75 hours". | |
""" | |
# Convert the offset to hours as a float | |
hours = offset / 3600.0 | |
hours_str = f"{hours:+.2f} hour{'s' if abs(hours) != 1 else ''}" | |
return hours_str | |
class GoogleMapsToolkit(BaseToolkit): | |
r"""A class representing a toolkit for interacting with GoogleMaps API. | |
This class provides methods for validating addresses, retrieving elevation, | |
and fetching timezone information using the Google Maps API. | |
""" | |
def __init__(self) -> None: | |
import googlemaps | |
api_key = os.environ.get('GOOGLE_API_KEY') | |
if not api_key: | |
raise ValueError( | |
"`GOOGLE_API_KEY` not found in environment variables. " | |
"`GOOGLE_API_KEY` API keys are generated in the `Credentials` " | |
"page of the `APIs & Services` tab of " | |
"https://console.cloud.google.com/apis/credentials." | |
) | |
self.gmaps = googlemaps.Client(key=api_key) | |
def get_address_description( | |
self, | |
address: Union[str, List[str]], | |
region_code: Optional[str] = None, | |
locality: Optional[str] = None, | |
) -> str: | |
r"""Validates an address via Google Maps API, returns a descriptive | |
summary. Validates an address using Google Maps API, returning a | |
summary that includes information on address completion, formatted | |
address, location coordinates, and metadata types that are true for | |
the given address. | |
Args: | |
address (Union[str, List[str]]): The address or components to | |
validate. Can be a single string or a list representing | |
different parts. | |
region_code (str, optional): Country code for regional restriction, | |
helps narrow down results. (default: :obj:`None`) | |
locality (str, optional): Restricts validation to a specific | |
locality, e.g., "Mountain View". (default: :obj:`None`) | |
Returns: | |
str: Summary of the address validation results, including | |
information on address completion, formatted address, | |
geographical coordinates (latitude and longitude), and metadata | |
types true for the address. | |
""" | |
addressvalidation_result = self.gmaps.addressvalidation( | |
[address], | |
regionCode=region_code, | |
locality=locality, | |
enableUspsCass=False, | |
) # Always False as per requirements | |
# Check if the result contains an error | |
if 'error' in addressvalidation_result: | |
error_info = addressvalidation_result['error'] | |
error_message = error_info.get( | |
'message', 'An unknown error occurred' | |
) | |
error_status = error_info.get('status', 'UNKNOWN_STATUS') | |
error_code = error_info.get('code', 'UNKNOWN_CODE') | |
return ( | |
f"Address validation failed with error: {error_message} " | |
f"Status: {error_status}, Code: {error_code}" | |
) | |
# Assuming the successful response structure | |
# includes a 'result' key | |
result = addressvalidation_result['result'] | |
verdict = result.get('verdict', {}) | |
address_info = result.get('address', {}) | |
geocode = result.get('geocode', {}) | |
metadata = result.get('metadata', {}) | |
# Construct the descriptive string | |
address_complete = ( | |
"Yes" if verdict.get('addressComplete', False) else "No" | |
) | |
formatted_address = address_info.get( | |
'formattedAddress', 'Not available' | |
) | |
location = geocode.get('location', {}) | |
latitude = location.get('latitude', 'Not available') | |
longitude = location.get('longitude', 'Not available') | |
true_metadata_types = [key for key, value in metadata.items() if value] | |
true_metadata_types_str = ( | |
', '.join(true_metadata_types) if true_metadata_types else 'None' | |
) | |
description = ( | |
f"Address completion status: {address_complete}. " | |
f"Formatted address: {formatted_address}. " | |
f"Location (latitude, longitude): ({latitude}, {longitude}). " | |
f"Metadata indicating true types: {true_metadata_types_str}." | |
) | |
return description | |
def get_elevation(self, lat: float, lng: float) -> str: | |
r"""Retrieves elevation data for a given latitude and longitude. | |
Uses the Google Maps API to fetch elevation data for the specified | |
latitude and longitude. It handles exceptions gracefully and returns a | |
description of the elevation, including its value in meters and the | |
data resolution. | |
Args: | |
lat (float): The latitude of the location to query. | |
lng (float): The longitude of the location to query. | |
Returns: | |
str: A description of the elevation at the specified location(s), | |
including the elevation in meters and the data resolution. If | |
elevation data is not available, a message indicating this is | |
returned. | |
""" | |
# Assuming gmaps is a configured Google Maps client instance | |
elevation_result = self.gmaps.elevation((lat, lng)) | |
# Extract the elevation data from the first | |
# (and presumably only) result | |
if elevation_result: | |
elevation = elevation_result[0]['elevation'] | |
location = elevation_result[0]['location'] | |
resolution = elevation_result[0]['resolution'] | |
# Format the elevation data into a natural language description | |
description = ( | |
f"The elevation at latitude {location['lat']}, " | |
f"longitude {location['lng']} " | |
f"is approximately {elevation:.2f} meters above sea level, " | |
f"with a data resolution of {resolution:.2f} meters." | |
) | |
else: | |
description = ( | |
"Elevation data is not available for the given location." | |
) | |
return description | |
def get_timezone(self, lat: float, lng: float) -> str: | |
r"""Retrieves timezone information for a given latitude and longitude. | |
This function uses the Google Maps Timezone API to fetch timezone | |
data for the specified latitude and longitude. It returns a natural | |
language description of the timezone, including the timezone ID, name, | |
standard time offset, daylight saving time offset, and the total | |
offset from Coordinated Universal Time (UTC). | |
Args: | |
lat (float): The latitude of the location to query. | |
lng (float): The longitude of the location to query. | |
Returns: | |
str: A descriptive string of the timezone information, | |
including the timezone ID and name, standard time offset, | |
daylight saving time offset, and total offset from UTC. | |
""" | |
# Get timezone information | |
timezone_dict = self.gmaps.timezone((lat, lng)) | |
# Extract necessary information | |
dst_offset = timezone_dict[ | |
'dstOffset' | |
] # Daylight Saving Time offset in seconds | |
raw_offset = timezone_dict[ | |
'rawOffset' | |
] # Standard time offset in seconds | |
timezone_id = timezone_dict['timeZoneId'] | |
timezone_name = timezone_dict['timeZoneName'] | |
raw_offset_str = _format_offset_to_natural_language(raw_offset) | |
dst_offset_str = _format_offset_to_natural_language(dst_offset) | |
total_offset_seconds = dst_offset + raw_offset | |
total_offset_str = _format_offset_to_natural_language( | |
total_offset_seconds | |
) | |
# Create a natural language description | |
description = ( | |
f"Timezone ID is {timezone_id}, named {timezone_name}. " | |
f"The standard time offset is {raw_offset_str}. " | |
f"Daylight Saving Time offset is {dst_offset_str}. " | |
f"The total offset from Coordinated Universal Time (UTC) is " | |
f"{total_offset_str}, including any Daylight Saving Time " | |
f"adjustment if applicable. " | |
) | |
return description | |
def get_tools(self) -> List[FunctionTool]: | |
r"""Returns a list of FunctionTool objects representing the | |
functions in the toolkit. | |
Returns: | |
List[FunctionTool]: A list of FunctionTool objects | |
representing the functions in the toolkit. | |
""" | |
return [ | |
FunctionTool(self.get_address_description), | |
FunctionTool(self.get_elevation), | |
FunctionTool(self.get_timezone), | |
] | |