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langchain/libs/community/langchain_community/tools/office365/events_search.py

129 lines
4.7 KiB
Python

"""Util that Searches calendar events in Office 365.
Free, but setup is required. See link below.
https://learn.microsoft.com/en-us/graph/auth/
"""
from datetime import datetime as dt
from typing import Any, Dict, List, Optional, Type
from langchain_core.callbacks import CallbackManagerForToolRun
from langchain_core.pydantic_v1 import BaseModel, Extra, Field
from langchain_community.tools.office365.base import O365BaseTool
from langchain_community.tools.office365.utils import UTC_FORMAT, clean_body
class SearchEventsInput(BaseModel):
"""Input for SearchEmails Tool.
From https://learn.microsoft.com/en-us/graph/search-query-parameter"""
start_datetime: str = Field(
description=(
" The start datetime for the search query in the following format: "
' YYYY-MM-DDTHH:MM:SS±hh:mm, where "T" separates the date and time '
" components, and the time zone offset is specified as ±hh:mm. "
' For example: "2023-06-09T10:30:00+03:00" represents June 9th, '
" 2023, at 10:30 AM in a time zone with a positive offset of 3 "
" hours from Coordinated Universal Time (UTC)."
)
)
end_datetime: str = Field(
description=(
" The end datetime for the search query in the following format: "
' YYYY-MM-DDTHH:MM:SS±hh:mm, where "T" separates the date and time '
" components, and the time zone offset is specified as ±hh:mm. "
' For example: "2023-06-09T10:30:00+03:00" represents June 9th, '
" 2023, at 10:30 AM in a time zone with a positive offset of 3 "
" hours from Coordinated Universal Time (UTC)."
)
)
max_results: int = Field(
default=10,
description="The maximum number of results to return.",
)
truncate: bool = Field(
default=True,
description=(
"Whether the event's body is truncated to meet token number limits. Set to "
"False for searches that will retrieve small events, otherwise, set to "
"True."
),
)
class O365SearchEvents(O365BaseTool):
"""Class for searching calendar events in Office 365
Free, but setup is required
"""
name: str = "events_search"
args_schema: Type[BaseModel] = SearchEventsInput
description: str = (
" Use this tool to search for the user's calendar events."
" The input must be the start and end datetimes for the search query."
" The output is a JSON list of all the events in the user's calendar"
" between the start and end times. You can assume that the user can "
" not schedule any meeting over existing meetings, and that the user "
"is busy during meetings. Any times without events are free for the user. "
)
class Config:
"""Configuration for this pydantic object."""
extra = Extra.forbid
def _run(
self,
start_datetime: str,
end_datetime: str,
max_results: int = 10,
truncate: bool = True,
run_manager: Optional[CallbackManagerForToolRun] = None,
truncate_limit: int = 150,
) -> List[Dict[str, Any]]:
# Get calendar object
schedule = self.account.schedule()
calendar = schedule.get_default_calendar()
# Process the date range parameters
start_datetime_query = dt.strptime(start_datetime, UTC_FORMAT)
end_datetime_query = dt.strptime(end_datetime, UTC_FORMAT)
# Run the query
q = calendar.new_query("start").greater_equal(start_datetime_query)
q.chain("and").on_attribute("end").less_equal(end_datetime_query)
events = calendar.get_events(query=q, include_recurring=True, limit=max_results)
# Generate output dict
output_events = []
for event in events:
output_event = {}
output_event["organizer"] = event.organizer
output_event["subject"] = event.subject
if truncate:
output_event["body"] = clean_body(event.body)[:truncate_limit]
else:
output_event["body"] = clean_body(event.body)
# Get the time zone from the search parameters
time_zone = start_datetime_query.tzinfo
# Assign the datetimes in the search time zone
output_event["start_datetime"] = event.start.astimezone(time_zone).strftime(
UTC_FORMAT
)
output_event["end_datetime"] = event.end.astimezone(time_zone).strftime(
UTC_FORMAT
)
output_event["modified_date"] = event.modified.astimezone(
time_zone
).strftime(UTC_FORMAT)
output_events.append(output_event)
return output_events