Spaces:
Sleeping
Sleeping
Anish Tatke commited on
Commit ·
26c88bb
1
Parent(s): 9172dbf
Added Weather Tool
Browse files- agent.json +4 -2
- app.py +5 -64
- tools/get_weather.py +82 -0
agent.json
CHANGED
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@@ -2,7 +2,8 @@
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"tools": [
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"web_search",
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"visit_webpage",
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"final_answer"
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],
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"model": {
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"class": "HfApiModel",
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@@ -48,6 +49,7 @@
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"queue",
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"time",
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"collections",
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"re"
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]
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}
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"tools": [
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"web_search",
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"visit_webpage",
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+
"final_answer",
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"get_weather"
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],
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"model": {
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"class": "HfApiModel",
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"queue",
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"time",
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"collections",
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"re",
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"requests"
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]
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}
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app.py
CHANGED
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@@ -3,15 +3,15 @@ import datetime
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import requests
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import pytz
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import yaml
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from timezonefinder import TimezoneFinder
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from tools.final_answer import FinalAnswerTool
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from Gradio_UI import GradioUI
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# Below is an example of a tool that does nothing. Amaze us with your creativity !
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@tool
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def my_custom_tool(arg1:str, arg2:int)-> str: #it's
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#Keep this format for the description / args / args description but feel free to modify the tool
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"""A tool that does nothing yet
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Args:
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@@ -34,69 +34,10 @@ def get_current_time_in_timezone(timezone: str) -> str:
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return f"The current local time in {timezone} is: {local_time}"
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except Exception as e:
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return f"Error fetching time for timezone '{timezone}': {str(e)}"
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def get_lat_long(address: str) -> tuple | str:
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"""
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Get the latitude and longitude of a given address
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Args:
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address: A string representing a valid address (e.g., '1600 Amphitheatre Parkway, Mountain View, CA').
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"""
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if not address:
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return "No address provided", "No address provided"
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geolocator = Nominatim(user_agent="myGeocoder", timeout=10)
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try:
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location = geolocator.geocode(address)
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return location.latitude, location.longitude
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except:
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return "Location not found", "Location not found"
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def get_timezone(lat: float, long: float) -> str:
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"""
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Get the timezone of a given latitude and longitude
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Args:
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lat: A float representing the latitude of a location.
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long: A float representing the longitude of a location.
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"""
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if not lat or not long:
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return "No latitude or longitude provided"
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tf = TimezoneFinder()
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try:
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timezone_str = tf.timezone_at(lng=long, lat=lat)
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return timezone_str
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except:
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return "Timezone not found"
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@tool
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def get_weather(location: str) -> str:
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"""
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Get the weather of a given latitude and longitude
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Args:
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location: A string representing a valid location (e.g., '1600 Amphitheatre Parkway, Mountain View, CA').
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"""
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if not location:
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return "No location provided"
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lat, long = get_lat_long(location)
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if lat == "Location not found" or long == "Location not found":
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return "Location not found"
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timezone = get_timezone(lat, long)
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if timezone == "Timezone not found":
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return "Timezone not found"
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api_call = f"https://api.open-meteo.com/v1/forecast?latitude={lat}&longitude={long}¤t=temperature_2m,apparent_temperature,precipitation,wind_speed_10m&timezone={timezone}&past_days=1&forecast_days=1"
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try:
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response = requests.get(api_call)
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data = response.json()
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return f"Temperature: {data['current']['temperature_2m']}{data['current_units']['temperature_2m']}\n" + f"Feels like: {data['current']['apparent_temperature']}{data['current_units']['apparent_temperature']}\n" + f"Precipitation: {data['current']['precipitation']}{data['current_units']['precipitation']}\n" + f"Wind speed: {data['current']['wind_speed_10m']}{data['current_units']['wind_speed_10m']}"
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except Exception as e:
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return "Error fetching weather data"
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final_answer = FinalAnswerTool()
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# If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder:
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# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
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@@ -117,7 +58,7 @@ with open("prompts.yaml", 'r') as stream:
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agent = CodeAgent(
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model=model,
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tools=[final_answer], ## add your tools here (don't remove final answer)
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max_steps=6,
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verbosity_level=1,
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grammar=None,
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import requests
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import pytz
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import yaml
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from tools.final_answer import FinalAnswerTool
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from tools.get_weather import GetWeather
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from Gradio_UI import GradioUI
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# Below is an example of a tool that does nothing. Amaze us with your creativity !
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@tool
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def my_custom_tool(arg1:str, arg2:int)-> str: #it's important to specify the return type
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#Keep this format for the description / args / args description but feel free to modify the tool
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"""A tool that does nothing yet
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Args:
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return f"The current local time in {timezone} is: {local_time}"
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except Exception as e:
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return f"Error fetching time for timezone '{timezone}': {str(e)}"
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final_answer = FinalAnswerTool()
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get_weather = GetWeather()
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# If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder:
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# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
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agent = CodeAgent(
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model=model,
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tools=[get_weather, final_answer], ## add your tools here (don't remove final answer)
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max_steps=6,
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verbosity_level=1,
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grammar=None,
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tools/get_weather.py
ADDED
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@@ -0,0 +1,82 @@
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from smolagents import Tool
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class GetWeather(Tool):
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name: str = "get_weather"
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description: str = "Get the weather of a given location."
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inputs: dict = {'location': {'type': 'string', 'description': 'The location to get the weather of.'}}
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output_type: str = "string"
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def forward(self, location: str) -> str:
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import requests
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if not location:
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return "No location provided"
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lat, long = self.get_lat_long(location)
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if lat == "Location not found" or long == "Location not found":
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return "Location not found"
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timezone = self.get_timezone(lat, long)
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if timezone == "Timezone not found":
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return "Timezone not found"
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api_call = f"https://api.open-meteo.com/v1/forecast?latitude={lat}&longitude={long}¤t=temperature_2m,apparent_temperature,precipitation,wind_speed_10m&timezone={timezone}&past_days=1&forecast_days=1"
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try:
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response = requests.get(api_call)
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data = response.json()
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return f"Temperature: {data['current']['temperature_2m']}{data['current_units']['temperature_2m']}\n" + f"Feels like: {data['current']['apparent_temperature']}{data['current_units']['apparent_temperature']}\n" + f"Precipitation: {data['current']['precipitation']}{data['current_units']['precipitation']}\n" + f"Wind speed: {data['current']['wind_speed_10m']}{data['current_units']['wind_speed_10m']}"
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except Exception as e:
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return "Error fetching weather data"
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def get_lat_long(self, address: str) -> tuple | str:
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"""
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Get the latitude and longitude of a given address
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Args:
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address: A string representing a valid address (e.g., '1600 Amphitheatre Parkway, Mountain View, CA').
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"""
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try:
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from geopy.geocoders import Nominatim
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except ImportError as e:
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raise ImportError(
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"You must install the `geopy` package to run this tool: for instance run `pip install geopy`."
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)
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if not address:
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return "No address provided", "No address provided"
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geolocator = Nominatim(user_agent="myGeocoder", timeout=10)
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try:
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location = geolocator.geocode(address)
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return location.latitude, location.longitude
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except:
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return "Location not found", "Location not found"
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def get_timezone(self, lat: float, long: float) -> str:
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"""
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Get the timezone of a given latitude and longitude
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Args:
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lat: A float representing the latitude of a location.
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long: A float representing the longitude of a location.
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"""
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try:
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from timezonefinder import TimezoneFinder
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except ImportError as e:
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raise ImportError(
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"You must install the `timezonefinder` package to run this tool: for instance run `pip install timezonefinder`."
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)
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if not lat or not long:
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return "No latitude or longitude provided"
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tf = TimezoneFinder()
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try:
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timezone_str = tf.timezone_at(lng=long, lat=lat)
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return timezone_str
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except:
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return "Timezone not found"
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def __init__(self, *args, **kwargs):
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self.is_initialized = False
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