Spaces:
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Switched to new neo tool code
Browse files- tools/nasa_neo_data_fetcher.py +87 -42
tools/nasa_neo_data_fetcher.py
CHANGED
@@ -3,31 +3,42 @@ import requests
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import json
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from calendar import monthrange
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from smolagents.tools import Tool
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name = "nasa_neo_data_fetcher"
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description = "Retrieves Neo data from the NASA API for the dates in your query then returns the available Neo data."
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inputs = {
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output_type = "string"
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def __init__(self
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self.api_key = os.getenv("NASA_API_KEY")
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self.root_url = "https://api.nasa.gov/neo/rest/v1/feed?"
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get_data = self.get_nasa_neo_data(query)
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except Error:
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get_data = self.fetch_neo_data_in_chunks(query)
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data = get_data(query)
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def forward(self,
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def
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"""A function to get Near Earth Object data from NASA API
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calling the fetch_neo_data_in_chunks function.
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Args:
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start_date: A string representing the start date of the data to be fetched.
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end_date: A string representing the end date of the data to be fetched.
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@@ -38,49 +49,83 @@ class NASANeoDataFetcher(Tool):
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response = requests.get(url)
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if repr(response.status_code) == "200":
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data = response.json()
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return data
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else:
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fetch_neo_data_in_chunks(start_date, end_date)
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print("Error: ", response.status_code)
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def
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days_in_month = monthrange(year, month)[1]
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first_day = 1
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last_day = 7
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week_dates = []
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start_date = f"{year}-{month}-{first_day}"
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end_date = f"{year}-{month}-{
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week_dates.append((start_date, end_date))
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first_day += 7
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remaining_days = days_in_month - first_day + 1
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if remaining_days > 0:
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start_date = f"{year}-{month}-{first_day}"
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end_date = f"{year}-{month}-{
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week_dates.append((start_date, end_date))
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return week_dates
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def
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Args:
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"""
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neo_data = []
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for year in range(start_year, end_year + 1):
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for month in range(
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data = self.
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neo_data_json = json.dumps(neo_data)
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return neo_data_json
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import json
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from calendar import monthrange
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from smolagents.tools import Tool
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from typing import Generator
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from dotenv import load_dotenv
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class NasaNeoDataFetcher(Tool):
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name = "nasa_neo_data_fetcher"
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description = "Retrieves Neo data from the NASA API for the dates in your query then returns the available Neo data."
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inputs = {
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"start_date": {
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"type": "string",
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"description": "The start date of the range to query.",
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},
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"end_date": {
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"type": "string",
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"description": "The end date of the range to query.",
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},
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}
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output_type = "string"
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def __init__(self):
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load_dotenv()
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self.api_key = os.getenv("NASA_API_KEY")
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self.root_url = "https://api.nasa.gov/neo/rest/v1/feed?"
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self.is_initialized = False
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def forward(self, start_date: str, end_date: str) -> str:
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"""A function to fetch Near Earth Object data from NASA API for a given date range.
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Args:
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start_date: A string representing the start date of the data to be fetched.
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end_date: A string representing the end date of the data to be fetched.
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Returns: The data fetched from the API as a JSON-like dictionary.
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"""
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return self._fetch_neo_data_in_chunks(start_date, end_date)
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def _get_nasa_neo_data(self, start_date: str, end_date: str) -> dict:
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"""A function to get Near Earth Object data from NASA API for a given date range.
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Args:
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start_date: A string representing the start date of the data to be fetched.
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end_date: A string representing the end date of the data to be fetched.
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response = requests.get(url)
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if repr(response.status_code) == "200":
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data = response.json()
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print(f"Successfully fetched data for {start_date} to {end_date}")
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return data
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else:
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print("Error: ", response.status_code)
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def _split_date_range_into_chunks(
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self, year: int, month: int, first_day: int, last_day: int
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) -> list:
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days_in_month = monthrange(year, month)[1]
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week_dates = []
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last_day_in_chunk = first_day + 6
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while last_day_in_chunk <= last_day:
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start_date = f"{year}-{month}-{first_day}"
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end_date = f"{year}-{month}-{last_day_in_chunk}"
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week_dates.append((start_date, end_date))
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first_day += 7
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last_day_in_chunk += 7
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remaining_days = days_in_month - first_day + 1
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if remaining_days > 0:
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start_date = f"{year}-{month}-{first_day}"
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end_date = f"{year}-{month}-{last_day}"
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week_dates.append((start_date, end_date))
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return week_dates
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def _split_date_into_ymd(self, date: str) -> tuple[int, int, int]:
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split_date = date.split("-")
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year = int(split_date[0])
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month = int(split_date[1])
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day = int(split_date[2])
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return year, month, day
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def _get_neo_data_chunks(
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self, *args: tuple[str, str]
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) -> Generator[dict, None, None]:
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"""A function that splits a date range into chunks of 7 days.
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Args:
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*args: A variable number of date ranges to split.
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Returns: A generator yielding NASA NEO data dictionaries.
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"""
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for chunk in self._split_date_range_into_chunks(*args):
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start_date, end_date = chunk
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data = self._get_nasa_neo_data(start_date=start_date, end_date=end_date)
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yield data
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def _fetch_neo_data_in_chunks(self, start_date: str, end_date: str) -> str:
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"""A function that fetches Near Earth Object data from NASA API in chunks of 7 days. NB: The API
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returns an error when you try to pull data covering longer than 7 days.
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Args:
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start_date: A string representing the start date of the data to be fetched.
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end_date: A string representing the end date of the data to be fetched.
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Returns: A JSON-like dictionary of Near Earth Object data fetched from the API.
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"""
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neo_data = []
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start_year, start_month, start_day = self._split_date_into_ymd(start_date)
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end_year, end_month, end_day = self._split_date_into_ymd(end_date)
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for year in range(start_year, end_year + 1):
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for month in range(start_month, end_month + 1):
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days_in_month = monthrange(year, month)[1]
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if month == start_month and start_month != end_month:
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args = (year, month, start_day, days_in_month)
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data = list(self._get_neo_data_chunks(*args))
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elif month == end_month and start_day != 1:
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args = (year, month, start_day, end_day)
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data = list(self._get_neo_data_chunks(*args))
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elif month == end_month:
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args = (year, month, 1, end_day)
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data = list(self._get_neo_data_chunks(*args))
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else:
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args = (year, month, 1, days_in_month)
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data = list(self._get_neo_data_chunks(*args))
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if data:
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for item in data:
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if "near_earth_objects" in item:
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neo_data.extend(item["near_earth_objects"].items())
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neo_data_json = json.dumps(neo_data)
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return neo_data_json
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