SurfSense/surfsense_backend/app/connectors/slack_history.py
2025-07-24 14:43:48 -07:00

421 lines
16 KiB
Python

"""
Slack History Module
A module for retrieving conversation history from Slack channels.
Allows fetching channel lists and message history with date range filtering.
"""
import logging # Added import
import time # Added import
from datetime import datetime
from typing import Any
from slack_sdk import WebClient
from slack_sdk.errors import SlackApiError
logger = logging.getLogger(__name__) # Added logger
class SlackHistory:
"""Class for retrieving conversation history from Slack channels."""
def __init__(self, token: str | None = None):
"""
Initialize the SlackHistory class.
Args:
token: Slack API token (optional, can be set later with set_token)
"""
self.client = WebClient(token=token) if token else None
def set_token(self, token: str) -> None:
"""
Set the Slack API token.
Args:
token: Slack API token
"""
self.client = WebClient(token=token)
def get_all_channels(self, include_private: bool = True) -> list[dict[str, Any]]:
"""
Fetch all channels that the bot has access to, with rate limit handling.
Args:
include_private: Whether to include private channels
Returns:
List of dictionaries, each representing a channel with id, name, is_private, is_member.
Raises:
ValueError: If no Slack client has been initialized
SlackApiError: If there's an unrecoverable error calling the Slack API
RuntimeError: For unexpected errors during channel fetching.
"""
if not self.client:
raise ValueError("Slack client not initialized. Call set_token() first.")
channels_list = [] # Changed from dict to list
types = "public_channel"
if include_private:
types += ",private_channel"
next_cursor = None
is_first_request = True
while is_first_request or next_cursor:
try:
if not is_first_request: # Add delay only for paginated requests
logger.info(
f"Paginating for channels, waiting 3 seconds before next call. Cursor: {next_cursor}"
)
time.sleep(3)
current_limit = 1000 # Max limit
api_result = self.client.conversations_list(
types=types, cursor=next_cursor, limit=current_limit
)
channels_on_page = api_result["channels"]
for channel in channels_on_page:
if "name" in channel and "id" in channel:
channel_data = {
"id": channel.get("id"),
"name": channel.get("name"),
"is_private": channel.get("is_private", False),
# is_member is often part of the channel object from conversations.list
# It indicates if the authenticated user (bot) is a member.
# For public channels, this might be true or the API might not focus on it
# if the bot can read it anyway. For private, it's crucial.
"is_member": channel.get("is_member", False),
}
channels_list.append(channel_data)
else:
logger.warning(
f"Channel found with missing name or id. Data: {channel}"
)
next_cursor = api_result.get("response_metadata", {}).get("next_cursor")
is_first_request = False # Subsequent requests are not the first
if not next_cursor: # All pages processed
break
except SlackApiError as e:
if e.response is not None and e.response.status_code == 429:
retry_after_header = e.response.headers.get("Retry-After")
wait_duration = 60 # Default wait time
if retry_after_header and retry_after_header.isdigit():
wait_duration = int(retry_after_header)
logger.warning(
f"Slack API rate limit hit while fetching channels. Waiting for {wait_duration} seconds. Cursor: {next_cursor}"
)
time.sleep(wait_duration)
# The loop will continue, retrying with the same cursor
else:
# Not a 429 error, or no response object, re-raise
raise SlackApiError(
f"Error retrieving channels: {e}", e.response
) from e
except Exception as general_error:
# Handle other potential errors like network issues if necessary, or re-raise
logger.error(
f"An unexpected error occurred during channel fetching: {general_error}"
)
raise RuntimeError(
f"An unexpected error occurred during channel fetching: {general_error}"
) from general_error
return channels_list
def get_conversation_history(
self,
channel_id: str,
limit: int = 1000,
oldest: int | None = None,
latest: int | None = None,
) -> list[dict[str, Any]]:
"""
Fetch conversation history for a channel.
Args:
channel_id: The ID of the channel to fetch history for
limit: Maximum number of messages to return per request (default 1000)
oldest: Start of time range (Unix timestamp)
latest: End of time range (Unix timestamp)
Returns:
List of message objects
Raises:
ValueError: If no Slack client has been initialized
SlackApiError: If there's an error calling the Slack API
"""
if not self.client:
raise ValueError("Slack client not initialized. Call set_token() first.")
messages = []
next_cursor = None
while True:
try:
# Proactive delay for conversations.history (Tier 3)
time.sleep(1.2) # Wait 1.2 seconds before each history call.
kwargs = {
"channel": channel_id,
"limit": min(limit, 1000), # API max is 1000
}
if oldest:
kwargs["oldest"] = oldest
if latest:
kwargs["latest"] = latest
if next_cursor:
kwargs["cursor"] = next_cursor
current_api_call_successful = False
result = None # Ensure result is defined
try:
result = self.client.conversations_history(**kwargs)
current_api_call_successful = True
except SlackApiError as e_history:
if (
e_history.response is not None
and e_history.response.status_code == 429
):
retry_after_str = e_history.response.headers.get("Retry-After")
wait_time = 60 # Default
if retry_after_str and retry_after_str.isdigit():
wait_time = int(retry_after_str)
logger.warning(
f"Rate limited by Slack on conversations.history for channel {channel_id}. "
f"Retrying after {wait_time} seconds. Cursor: {next_cursor}"
)
time.sleep(wait_time)
# current_api_call_successful remains False, loop will retry this page
else:
raise # Re-raise to outer handler for not_in_channel or other SlackApiErrors
if not current_api_call_successful:
continue # Retry the current page fetch due to handled rate limit
# Process result if successful
batch = result["messages"]
messages.extend(batch)
if result.get("has_more", False) and len(messages) < limit:
next_cursor = result["response_metadata"]["next_cursor"]
else:
break # Exit pagination loop
except SlackApiError as e: # Outer catch for not_in_channel or unhandled SlackApiErrors from inner try
if (
e.response is not None
and hasattr(e.response, "data")
and isinstance(e.response.data, dict)
and e.response.data.get("error") == "not_in_channel"
):
logger.warning(
f"Bot is not in channel '{channel_id}'. Cannot fetch history. "
"Please add the bot to this channel."
)
return []
# For other SlackApiErrors from inner block or this level
raise SlackApiError(
f"Error retrieving history for channel {channel_id}: {e}",
e.response,
) from e
except Exception as general_error: # Catch any other unexpected errors
logger.error(
f"Unexpected error in get_conversation_history for channel {channel_id}: {general_error}"
)
# Re-raise the general error to allow higher-level handling or visibility
raise general_error from general_error
return messages[:limit]
@staticmethod
def convert_date_to_timestamp(date_str: str) -> int | None:
"""
Convert a date string in format YYYY-MM-DD to Unix timestamp.
Args:
date_str: Date string in YYYY-MM-DD format
Returns:
Unix timestamp (seconds since epoch) or None if invalid format
"""
try:
dt = datetime.strptime(date_str, "%Y-%m-%d")
return int(dt.timestamp())
except ValueError:
return None
def get_history_by_date_range(
self, channel_id: str, start_date: str, end_date: str, limit: int = 1000
) -> tuple[list[dict[str, Any]], str | None]:
"""
Fetch conversation history within a date range.
Args:
channel_id: The ID of the channel to fetch history for
start_date: Start date in YYYY-MM-DD format
end_date: End date in YYYY-MM-DD format (inclusive)
limit: Maximum number of messages to return
Returns:
Tuple containing (messages list, error message or None)
"""
oldest = self.convert_date_to_timestamp(start_date)
if not oldest:
return (
[],
f"Invalid start date format: {start_date}. Please use YYYY-MM-DD.",
)
latest = self.convert_date_to_timestamp(end_date)
if not latest:
return [], f"Invalid end date format: {end_date}. Please use YYYY-MM-DD."
# Add one day to end date to make it inclusive
latest += 86400 # seconds in a day
try:
messages = self.get_conversation_history(
channel_id=channel_id, limit=limit, oldest=oldest, latest=latest
)
return messages, None
except SlackApiError as e:
return [], f"Slack API error: {e!s}"
except ValueError as e:
return [], str(e)
def get_user_info(self, user_id: str) -> dict[str, Any]:
"""
Get information about a user.
Args:
user_id: The ID of the user to get info for
Returns:
User information dictionary
Raises:
ValueError: If no Slack client has been initialized
SlackApiError: If there's an error calling the Slack API
"""
if not self.client:
raise ValueError("Slack client not initialized. Call set_token() first.")
while True:
try:
# Proactive delay for users.info (Tier 4) - generally not needed unless called extremely rapidly.
# For now, we are only adding Retry-After as per plan.
# time.sleep(0.6) # Optional: ~100 req/min if ever needed.
result = self.client.users_info(user=user_id)
return result["user"] # Success, return and exit loop implicitly
except SlackApiError as e_user_info:
if (
e_user_info.response is not None
and e_user_info.response.status_code == 429
):
retry_after_str = e_user_info.response.headers.get("Retry-After")
wait_time = 30 # Default for Tier 4, can be adjusted
if retry_after_str and retry_after_str.isdigit():
wait_time = int(retry_after_str)
logger.warning(
f"Rate limited by Slack on users.info for user {user_id}. Retrying after {wait_time} seconds."
)
time.sleep(wait_time)
continue # Retry the API call
else:
# Not a 429 error, or no response object, re-raise
raise SlackApiError(
f"Error retrieving user info for {user_id}: {e_user_info}",
e_user_info.response,
) from e_user_info
except Exception as general_error: # Catch any other unexpected errors
logger.error(
f"Unexpected error in get_user_info for user {user_id}: {general_error}"
)
raise general_error from general_error # Re-raise unexpected errors
def format_message(
self, msg: dict[str, Any], include_user_info: bool = False
) -> dict[str, Any]:
"""
Format a message for easier consumption.
Args:
msg: The message object from Slack API
include_user_info: Whether to fetch and include user info
Returns:
Formatted message dictionary
"""
formatted = {
"text": msg.get("text", ""),
"timestamp": msg.get("ts"),
"datetime": datetime.fromtimestamp(float(msg.get("ts", 0))).strftime(
"%Y-%m-%d %H:%M:%S"
),
"user_id": msg.get("user", "UNKNOWN"),
"has_attachments": bool(msg.get("attachments")),
"has_files": bool(msg.get("files")),
"thread_ts": msg.get("thread_ts"),
"is_thread": "thread_ts" in msg,
}
if include_user_info and "user" in msg and self.client:
try:
user_info = self.get_user_info(msg["user"])
formatted["user_name"] = user_info.get("real_name", "Unknown")
formatted["user_email"] = user_info.get("profile", {}).get("email", "")
except Exception:
# If we can't get user info, just continue without it
formatted["user_name"] = "Unknown"
return formatted
# Example usage (uncomment to use):
"""
if __name__ == "__main__":
# Set your token here or via environment variable
token = os.environ.get("SLACK_API_TOKEN", "xoxb-your-token-here")
slack = SlackHistory(token)
# Get all channels
try:
channels = slack.get_all_channels()
print("Available channels:")
for name, channel_id in sorted(channels.items()):
print(f"- {name}: {channel_id}")
# Example: Get history for a specific channel and date range
channel_id = channels.get("general")
if channel_id:
messages, error = slack.get_history_by_date_range(
channel_id=channel_id,
start_date="2023-01-01",
end_date="2023-01-31",
limit=500
)
if error:
print(f"Error: {error}")
else:
print(f"\nRetrieved {len(messages)} messages from #general")
# Print formatted messages
for msg in messages[:10]: # Show first 10 messages
formatted = slack.format_message(msg, include_user_info=True)
print(f"[{formatted['datetime']}] {formatted['user_name']}: {formatted['text']}")
except Exception as e:
print(f"Error: {e}")
"""