From 5de438066102d463d38a19bcdd4a6e4f77dcfa5a Mon Sep 17 00:00:00 2001 From: casaman Date: Tue, 2 Sep 2025 12:45:02 -0600 Subject: [PATCH 01/21] Initial commit --- README.md | 1 + 1 file changed, 1 insertion(+) create mode 100644 README.md diff --git a/README.md b/README.md new file mode 100644 index 0000000..62912e3 --- /dev/null +++ b/README.md @@ -0,0 +1 @@ +# DatabricksBotService \ No newline at end of file From 2d7e06b9b88c8a65c15cabe2f5208d84f0641e2e Mon Sep 17 00:00:00 2001 From: manffred-calvosanchez_data Date: Mon, 8 Sep 2025 17:00:12 -0600 Subject: [PATCH 02/21] Adding all the logic to create a bot azure service that interacts with databricks agent endpoint using authentication on behalf of the user. --- README.md | 277 +++++++++++++++++- app.py | 118 ++++++++ appManifest/color.png | Bin 0 -> 3415 bytes appManifest/manifest.json | 42 +++ appManifest/outline.png | Bin 0 -> 407 bytes bots/__init__.py | 7 + bots/__pycache__/__init__.cpython-312.pyc | Bin 0 -> 311 bytes bots/__pycache__/auth_bot.cpython-312.pyc | Bin 0 -> 2156 bytes bots/__pycache__/dialog_bot.cpython-312.pyc | Bin 0 -> 6308 bytes bots/auth_bot.py | 43 +++ bots/dialog_bot.py | 111 +++++++ client/__init__.py | 0 client/__pycache__/__init__.cpython-312.pyc | Bin 0 -> 186 bytes .../databricks_client.cpython-312.pyc | Bin 0 -> 3725 bytes client/databricks_client.py | 77 +++++ config.py | 20 ++ dialogs/__init__.py | 7 + dialogs/__pycache__/__init__.cpython-312.pyc | Bin 0 -> 326 bytes .../__pycache__/logout_dialog.cpython-312.pyc | Bin 0 -> 3194 bytes .../__pycache__/main_dialog.cpython-312.pyc | Bin 0 -> 5744 bytes dialogs/logout_dialog.py | 42 +++ dialogs/main_dialog.py | 144 +++++++++ helpers/__init__.py | 6 + helpers/__pycache__/__init__.cpython-312.pyc | Bin 0 -> 258 bytes .../__pycache__/dialog_helper.cpython-312.pyc | Bin 0 -> 2852 bytes helpers/dialog_helper.py | 43 +++ requirements.txt | 4 + 27 files changed, 940 insertions(+), 1 deletion(-) create mode 100644 app.py create mode 100644 appManifest/color.png create mode 100644 appManifest/manifest.json create mode 100644 appManifest/outline.png create mode 100644 bots/__init__.py create mode 100644 bots/__pycache__/__init__.cpython-312.pyc create mode 100644 bots/__pycache__/auth_bot.cpython-312.pyc create mode 100644 bots/__pycache__/dialog_bot.cpython-312.pyc create mode 100644 bots/auth_bot.py create mode 100644 bots/dialog_bot.py create mode 100644 client/__init__.py create mode 100644 client/__pycache__/__init__.cpython-312.pyc create mode 100644 client/__pycache__/databricks_client.cpython-312.pyc create mode 100644 client/databricks_client.py create mode 100644 config.py create mode 100644 dialogs/__init__.py create mode 100644 dialogs/__pycache__/__init__.cpython-312.pyc create mode 100644 dialogs/__pycache__/logout_dialog.cpython-312.pyc create mode 100644 dialogs/__pycache__/main_dialog.cpython-312.pyc create mode 100644 dialogs/logout_dialog.py create mode 100644 dialogs/main_dialog.py create mode 100644 helpers/__init__.py create mode 100644 helpers/__pycache__/__init__.cpython-312.pyc create mode 100644 helpers/__pycache__/dialog_helper.cpython-312.pyc create mode 100644 helpers/dialog_helper.py create mode 100644 requirements.txt diff --git a/README.md b/README.md index 62912e3..f103349 100644 --- a/README.md +++ b/README.md @@ -1 +1,276 @@ -# DatabricksBotService \ No newline at end of file +# Databricks AI Agent Bot for Microsoft Teams + +A sophisticated Microsoft Teams bot that provides AI agent capabilities through Databricks serving endpoints, featuring secure OAuth authentication and intelligent conversation management. + +## Overview + +This bot integrates Microsoft Teams with Databricks AI/ML serving endpoints to provide users with an intelligent conversational AI agent directly within Teams. The bot handles secure authentication using OAuth with token exchange, maintains conversation history, and supports advanced features like tool calling with visual feedback through adaptive cards. + +## Key Features + +* **šŸ” Secure Authentication**: OAuth integration with Microsoft identity providers and token exchange to Databricks +* **šŸ¤– AI Agent Integration**: Direct connection to Databricks AI/ML serving endpoints +* **šŸ’¬ Conversation Management**: Maintains conversation history across interactions +* **šŸ› ļø Tool Calling Support**: Advanced function calling capabilities with visual adaptive card feedback +* **šŸ‘„ Teams Integration**: Full Microsoft Teams bot experience with personal and team scopes +* **šŸ”„ Real-time Processing**: Asynchronous handling of AI responses and tool executions + +## Architecture + +### Authentication Flow +1. User authenticates with Microsoft OAuth via Teams +2. Bot exchanges Microsoft token for Databricks token using OIDC token exchange +3. Databricks token is used to authenticate with serving endpoints + +### Component Overview +- **`AuthBot`**: Main bot class handling Teams interactions and member management +- **`MainDialog`**: Core dialog managing authentication and AI interactions +- **`DatabricksClient`**: Client for Databricks API interactions and token management +- **`LogoutDialog`**: Handles user logout functionality +- **Adaptive Cards**: Visual representation of tool calls and results + +## Prerequisites + +### Required Accounts & Services +- **Microsoft Teams**: Account with permissions to upload custom apps (not a guest account) +- **Databricks Workspace**: Access to a Databricks workspace with AI/ML serving endpoints +- **Azure Bot Service**: Bot Framework registration for Teams integration +- **Microsoft Entra ID**: App registration for OAuth authentication + +### Development Environment +- **Python 3.11+**: [Download Python](https://www.python.org/downloads/) +- **Tunneling Solution**: [dev tunnel](https://learn.microsoft.com/en-us/azure/developer/dev-tunnels/get-started?tabs=windows) or [ngrok](https://ngrok.com/) for local development +- **Visual Studio Code**: Recommended with Microsoft 365 Agents Toolkit extension + +### Required Environment Variables +```bash +MicrosoftAppId= +MicrosoftAppPassword= +MicrosoftAppType= +MicrosoftTenantId= +ConnectionName= +DATABRICKS_HOST= +SERVING_ENDPOINT_NAME= +``` + +## Setup and Installation + +### 1. Databricks Configuration + +#### Create a Serving Endpoint +1. In your Databricks workspace, navigate to **Serving** +2. Create a new serving endpoint or use an existing one that supports chat completions +3. Note the endpoint name for the `SERVING_ENDPOINT_NAME` environment variable +4. Ensure the endpoint supports the OpenAI chat completions format + +#### Configure OAuth Token Exchange +1. Set up OIDC token exchange in your Databricks workspace +2. Configure the workspace to accept Microsoft Entra ID tokens +3. Ensure the `/oidc/v1/token` endpoint is accessible + +### 2. Azure Bot Service Configuration + +#### Create Bot Registration +1. Go to [Azure Portal](https://portal.azure.com) and create a new Bot Service +2. Configure the messaging endpoint: `https:///api/messages` +3. Enable the Microsoft Teams channel +4. Note the App ID and App Password for environment variables + +#### Setup OAuth Connection +1. In the Bot Service, go to **Configuration** > **OAuth Connection Settings** +2. Create a new connection with: + - **Name**: Use for `ConnectionName` environment variable + - **Service Provider**: Microsoft Entra ID v2 + - **Scopes**: `openid profile User.Read` (or as required by your Databricks setup) + +### 3. Teams App Configuration + +#### Update Manifest +1. Edit `appManifest/manifest.json`: + - Replace `botId` with your Bot Service App ID + - Update `validDomains` with your hosting domain +2. Create a ZIP file with `manifest.json`, `color.png`, and `outline.png` +3. Upload to Teams via **Apps** > **Manage your apps** > **Upload an app** + +### 4. Local Development Setup + +> Note: For local development, you need a tunneling solution as Teams needs to call into your bot. + +#### Clone and Setup Project + ```bash +# Clone the repository +git clone +cd DatabricksBotService + +# Create and activate virtual environment +python -m venv env +source env/bin/activate # On Windows: env\Scripts\activate + +# Install dependencies +pip install -r requirements.txt +``` + +#### Configure Environment Variables +Create a `.env` file or export the following environment variables: + ```bash +export MicrosoftAppId="" +export MicrosoftAppPassword="" +export MicrosoftAppType="MultiTenant" +export MicrosoftTenantId="" +export ConnectionName="" +export DATABRICKS_HOST="https://.cloud.databricks.com" +export SERVING_ENDPOINT_NAME="" +``` + +#### Setup Tunneling +**Using ngrok:** + ```bash +ngrok http 8000 --host-header="localhost:8000" +``` + +**Using dev tunnels:** +```bash +devtunnel host -p 8000 --allow-anonymous +``` + +#### Run the Application +```bash +python app.py +``` + +The bot will start on port 8000 and be accessible at `/api/messages`. + +## Usage + +### First Time Setup +1. **Install the Bot**: Upload your app manifest to Microsoft Teams +2. **Start a Conversation**: Open the bot in Teams (personal or team scope) +3. **Authentication**: On first interaction, you'll be prompted to sign in with your Microsoft account + +### Bot Commands and Interactions + +#### Authentication +- **First Message**: Triggers OAuth authentication flow +- **`logout`**: Signs you out and clears your session + +#### AI Agent Interactions +Once authenticated, you can: +- **Ask Questions**: Send any message to interact with the Databricks AI agent +- **Tool Usage**: The agent can call tools/functions, displayed as adaptive cards +- **Conversation Context**: Your conversation history is maintained across interactions + +#### Example Interactions +``` +User: "What can you help me with?" +Bot: [Connects to Databricks agent and provides AI-powered response] + +User: "Analyze the sales data from last quarter" +Bot: [Agent processes request, may call tools, returns analysis] + +User: logout +Bot: "You have been signed out." +``` + +### Features in Action + +#### Authentication Flow +1. **Initial Prompt**: Bot requests Microsoft authentication +2. **OAuth Process**: User authenticates via Microsoft login +3. **Token Exchange**: Microsoft token is exchanged for Databricks token +4. **Ready State**: Bot is ready for AI agent interactions + +#### Tool Calling with Adaptive Cards +When the AI agent uses tools or functions: +- **Tool Call Card**: Shows tool name, parameters, and results +- **Visual Feedback**: Adaptive cards provide rich formatting +- **Multiple Tools**: Supports multiple tool calls in a single conversation + +#### Conversation Management +- **History Persistence**: Conversation context maintained per user +- **State Management**: User and conversation state handled separately +- **Error Handling**: Graceful handling of authentication and API failures + +## Project Structure + +``` +DatabricksBotService/ +ā”œā”€ā”€ app.py # Main application entry point +ā”œā”€ā”€ config.py # Configuration and environment variables +ā”œā”€ā”€ requirements.txt # Python dependencies +ā”œā”€ā”€ appManifest/ # Teams app manifest and icons +ā”‚ ā”œā”€ā”€ manifest.json # Teams app configuration +ā”‚ ā”œā”€ā”€ color.png # App icon (color) +ā”‚ ā””ā”€ā”€ outline.png # App icon (outline) +ā”œā”€ā”€ bots/ # Bot implementation +ā”‚ ā”œā”€ā”€ auth_bot.py # Main bot class with Teams integration +ā”‚ ā””ā”€ā”€ dialog_bot.py # Base dialog bot class +ā”œā”€ā”€ client/ # External service clients +ā”‚ ā””ā”€ā”€ databricks_client.py # Databricks API client and token exchange +ā”œā”€ā”€ dialogs/ # Dialog implementations +ā”‚ ā”œā”€ā”€ main_dialog.py # Core conversation and AI logic +ā”‚ ā””ā”€ā”€ logout_dialog.py # Logout functionality +ā””ā”€ā”€ helpers/ # Utility classes + ā””ā”€ā”€ dialog_helper.py # Dialog execution helpers +``` + +## Deployment + +### Azure App Service Deployment +1. **Create App Service**: Create a new App Service in Azure Portal +2. **Configure Environment**: Set all required environment variables in App Service Configuration +3. **Deploy Code**: Use GitHub Actions, Azure DevOps, or direct deployment +4. **Update Bot Registration**: Update the messaging endpoint to your App Service URL +5. **SSL Certificate**: Ensure HTTPS is enabled (required for Teams) + +### Docker Deployment +```dockerfile +FROM python:3.11-slim +WORKDIR /app +COPY requirements.txt . +RUN pip install -r requirements.txt +COPY . . +EXPOSE 8000 +CMD ["python", "app.py"] +``` + +## Troubleshooting + +### Common Issues + +#### Authentication Problems +- **OAuth Timeout**: Check that `timeout=300000` is sufficient for your use case +- **Token Exchange Fails**: Verify Databricks OIDC configuration and Microsoft token scopes +- **Login Loop**: Clear browser cache or try incognito mode + +#### Databricks Connection Issues +- **Endpoint Not Found**: Verify `SERVING_ENDPOINT_NAME` matches exactly (case-sensitive) +- **403 Forbidden**: Check Databricks workspace permissions and token exchange setup +- **Timeout Errors**: Increase `request_timeout` in DatabricksClient initialization + +#### Teams Integration Issues +- **Bot Not Responding**: Check Bot Service messaging endpoint and ensure it's accessible +- **Manifest Upload Fails**: Verify JSON syntax and that app upload is enabled in Teams admin +- **Permission Denied**: Ensure proper OAuth scopes in Bot Service configuration + +### Logging and Debugging +- Set logging level to DEBUG in `main_dialog.py` +- Check Azure App Service logs for production issues +- Use Bot Framework Emulator for local testing +- Monitor Databricks serving endpoint logs + +## Security Considerations + +- **Token Storage**: Tokens are stored in memory only, not persisted +- **HTTPS Required**: All communications must use HTTPS in production +- **Scope Limitation**: OAuth tokens have limited scopes for security +- **Token Expiration**: Implement proper token refresh handling +- **Input Validation**: Sanitize user inputs before sending to AI models + +## Further Reading + +- **[Bot Framework Documentation](https://docs.botframework.com)** - Core bot development concepts +- **[Databricks AI/ML Documentation](https://docs.databricks.com/machine-learning/)** - AI model serving and endpoints +- **[Microsoft Teams Platform](https://docs.microsoft.com/microsoftteams/platform/)** - Teams app development guide +- **[OAuth 2.0 Token Exchange](https://datatracker.ietf.org/doc/html/rfc8693)** - Token exchange specification +- **[Azure Bot Service](https://docs.microsoft.com/azure/bot-service/)** - Bot hosting and management +- **[Adaptive Cards](https://adaptivecards.io/)** - Rich card formatting for Teams \ No newline at end of file diff --git a/app.py b/app.py new file mode 100644 index 0000000..2f3f9c5 --- /dev/null +++ b/app.py @@ -0,0 +1,118 @@ +# Copyright (c) Microsoft Corporation. All rights reserved. +# Licensed under the MIT License. + +import sys +from datetime import datetime +from http import HTTPStatus +from aiohttp import web +from aiohttp.web import Request, Response +from botbuilder.core import ( + ConversationState, + MemoryStorage, + TurnContext, + UserState, +) +from botbuilder.integration.aiohttp import CloudAdapter, ConfigurationBotFrameworkAuthentication +from botbuilder.core.integration import aiohttp_error_middleware +from botbuilder.schema import Activity, ActivityTypes + +from bots import AuthBot +import logging +import traceback + +# Create the loop and Flask app +from config import DefaultConfig +from dialogs import MainDialog + +CONFIG = DefaultConfig() + +# Create adapter. +# See https://aka.ms/about-bot-adapter to learn more about how bots work. +ADAPTER = CloudAdapter(ConfigurationBotFrameworkAuthentication(CONFIG)) + + +# Catch-all for errors. +async def on_error(context: TurnContext, error: Exception): + # Handles uncaught exceptions during turn execution + print(f"\n [on_turn_error] unhandled error: {error}", file=sys.stderr) + traceback.print_exc() + + # Inform user that an error occurred + await context.send_activity("The bot encountered an error or bug.") + await context.send_activity( + "To continue to run this bot, please fix the bot source code." + ) + + # Send a trace activity if using Bot Framework Emulator + if context.activity.channel_id == "emulator": + # Create a trace activity for debugging + trace_activity = Activity( + label="TurnError", + name="on_turn_error Trace", + timestamp=datetime.utcnow(), + type=ActivityTypes.trace, + value=f"{error}", + value_type="https://www.botframework.com/schemas/error", + ) + # Send trace activity to emulator + await context.send_activity(trace_activity) + + +# Assign the global error handler to the adapter +ADAPTER.on_turn_error = on_error + +# Create MemoryStorage and state management objects +MEMORY = MemoryStorage() +USER_STATE = UserState(MEMORY) +CONVERSATION_STATE = ConversationState(MEMORY) + +# Create dialog instance +DIALOG = MainDialog(CONFIG.CONNECTION_NAME, + CONFIG.DATABRICKS_HOST, + CONFIG.SERVING_ENDPOINT_NAME, + USER_STATE, + CONVERSATION_STATE) + +# Create the main bot instance +BOT = AuthBot(CONVERSATION_STATE, USER_STATE, DIALOG) + + +# Listen for incoming requests on /api/messages. +async def messages(req: Request) -> Response: + # Deserialize incoming request to Activity object + if "application/json" in req.headers["Content-Type"]: + body = await req.json() + else: + return Response(status=HTTPStatus.UNSUPPORTED_MEDIA_TYPE) + + activity = Activity().deserialize(body) + + # Log incoming activity type and name + logging.info(f"Incoming activity type: {activity.type}") + logging.info(f"Activity name: {getattr(activity, 'name', None)}") + + try: + # Process activity with the bot adapter and bot logic + response = await ADAPTER.process(req, BOT) + return response + + except Exception as e: + # Log unexpected errors during activity processing + logging.error(f"Exception in processing activity: {e}") + traceback.print_exc() + return Response( + status=HTTPStatus.INTERNAL_SERVER_ERROR, + text="Internal server error while processing the activity." + ) + + +# Create aiohttp app and register message route +APP = web.Application(middlewares=[aiohttp_error_middleware]) +APP.router.add_post("/api/messages", messages) + +# Run aiohttp web server +if __name__ == "__main__": + try: + web.run_app(APP, host="0.0.0.0", port=CONFIG.PORT) + except Exception as error: + raise error diff --git a/appManifest/color.png b/appManifest/color.png new file mode 100644 index 0000000000000000000000000000000000000000..b8cf81afbe2f5bafd8563920edfadb78b7b71be6 GIT binary patch literal 3415 zcmb_f_cz=97yl$yB&9JzRh6h2tH#4qGlGguP@5VZ)TmuMREiEYsmAqpTZ7ZnE>F-ih-`S z)jiPabibc~4T5Do@MgZ}C5dq?7H{rvYr!LtVV;haHWm>H5pk+~G>pJtSPwz9!%QIL z?J6p?*$Q$^sbaC}3#mquX(;945bnpoc+%>4bmj2j*4KG@ZlhvIK1EKveQp-tp;sflS z4}SX;$jwoVae}M%3TBb@f-(BCG-m~}LW z311k8hKz8Ecm+M)P%mwS`Qda^pus{!e?Y+KDQD2B zWjuLo3{6=k`fmQI5d@(}*Q181Mj`he_jbr58C>@^+LzKri!pF}V7#<_PpQz&%C;U{ zmw+W{t0J1#nQ=&npU~H@5560!cFBrXbr9|2B0^~cU|iuMlNCdQc=W{4l5?D+6VaEh zTMw4Le|CpisEssdz5I_WB6-(_;8BOb0Ov8s8pGkEy3dRw%({?pOI-F=klY?eZ? 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All rights reserved. +# Licensed under the MIT License. + +import os + +""" Bot Configuration """ + + +class DefaultConfig: + """ Bot Configuration """ + + PORT = 8000 + APP_ID = os.environ.get("MicrosoftAppId", "") + APP_PASSWORD = os.environ.get("MicrosoftAppPassword", "") + APP_TYPE = os.environ.get("MicrosoftAppType", "") + APP_TENANTID = os.environ.get("MicrosoftTenantId", "") + CONNECTION_NAME = os.environ.get("ConnectionName", "") + DATABRICKS_HOST = os.environ.get("DATABRICKS_HOST", "") + SERVING_ENDPOINT_NAME = os.environ.get("SERVING_ENDPOINT_NAME", "") diff --git a/dialogs/__init__.py b/dialogs/__init__.py new file mode 100644 index 0000000..ab5189c --- /dev/null +++ b/dialogs/__init__.py @@ -0,0 +1,7 @@ +# Copyright (c) Microsoft Corporation. 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All rights reserved. +# Licensed under the MIT License. + +from botbuilder.dialogs import DialogTurnResult, ComponentDialog, DialogContext +from botframework.connector.auth.user_token_client import UserTokenClient +from botbuilder.schema import ActivityTypes + +class LogoutDialog(ComponentDialog): + def __init__(self, dialog_id: str, connection_name: str): + # Initializes the LogoutDialog with a dialog ID and OAuth connection name. + super(LogoutDialog, self).__init__(dialog_id) + + self.connection_name = connection_name + + async def on_begin_dialog(self, inner_dc: DialogContext, options: object) -> DialogTurnResult: + # Intercepts the dialog at the beginning to check for logout command. + result = await self._interrupt(inner_dc) + if result: + return result + return await super().on_begin_dialog(inner_dc, options) + + async def on_continue_dialog(self, inner_dc: DialogContext) -> DialogTurnResult: + # Intercepts the dialog while it is running to check for logout command. + result = await self._interrupt(inner_dc) + if result: + return result + return await super().on_continue_dialog(inner_dc) + + async def _interrupt(self, inner_dc: DialogContext): + if inner_dc.context.activity.type == ActivityTypes.message: + text = inner_dc.context.activity.text.lower() + if text == "logout": + user_token_client: UserTokenClient = inner_dc.context.turn_state.get( + UserTokenClient.__name__, None + ) + await user_token_client.sign_out_user( + inner_dc.context.activity.from_property.id, + self.connection_name, + inner_dc.context.activity.channel_id, + ) + await inner_dc.context.send_activity("You have been signed out.") + return await inner_dc.cancel_all_dialogs() diff --git a/dialogs/main_dialog.py b/dialogs/main_dialog.py new file mode 100644 index 0000000..22b6631 --- /dev/null +++ b/dialogs/main_dialog.py @@ -0,0 +1,144 @@ +# Copyright (c) Microsoft Corporation. All rights reserved. +# Licensed under the MIT License. + +from botbuilder.core import UserState, ConversationState, CardFactory, MessageFactory +from botbuilder.dialogs import ( + WaterfallDialog, + WaterfallStepContext, +) +from botbuilder.dialogs.prompts import OAuthPrompt, OAuthPromptSettings + +from client.databricks_client import DatabricksClient +from dialogs import LogoutDialog +import logging +# Set the logging level to INFO +logging.basicConfig(level=logging.INFO) + +tool_card_placeholder = { + "$schema": "http://adaptivecards.io/schemas/adaptive-card.json", + "type": "AdaptiveCard", + "version": "1.5", + "body": [ + { + "type": "TextBlock", + "text": "Agent Tool Call", + "weight": "Bolder", + "size": "Medium" + }, + { + "type": "FactSet", + "facts": [ + ] + } + ] +} + +class MainDialog(LogoutDialog): + def __init__(self, connection_name: str, + databricks_host:str, + serving_endpoint_name: str, + user_state: UserState, + conversation_state: ConversationState): + + # Initializes the MainDialog with OAuthPrompt and WaterfallDialog. + super(MainDialog, self).__init__(MainDialog.__name__, connection_name) + + self.user_state = user_state + self.conversation_state = conversation_state + + self.connection_name = connection_name + + self.user_login_accessor = self.user_state.create_property('has_logged_in') + self.history = self.conversation_state.create_property('history') + + self.oauth_prompt = OAuthPrompt( + OAuthPrompt.__name__, + OAuthPromptSettings( + connection_name=connection_name, + text="Please Sign In Before Interacting with the Bot.", + title="Sign In", + timeout=300000 + ) + ) + self.databricks_client = DatabricksClient(databricks_host, serving_endpoint_name) + + self.add_dialog(self.oauth_prompt) + + self.add_dialog( + WaterfallDialog( + "WFDialog", + [ + self.ensure_signin_step, + self.api_call_step + ], + ) + ) + + self.initial_dialog_id = "WFDialog" + + def create_tool_call_card(self, tool_call_info): + + tool_card = tool_card_placeholder.copy() + + tool_card["body"][1]["facts"] = [{ "title": "Tool", "value": tool_call_info["name"]}, + { "title": "Params", "value": tool_call_info["arguments"]}, + { "title": "Result", "value": tool_call_info["output"] }] + + return tool_card + + async def ensure_signin_step(self, step_context: WaterfallStepContext): + # Try to retrieve the token + token_response = await self.oauth_prompt.get_user_token(step_context.context) + if not token_response or not getattr(token_response, "token", None): + await self.user_login_accessor.set(step_context.context, False) + # No valid token: begin OAuthPrompt + return await step_context.begin_dialog(OAuthPrompt.__name__) + await self.user_login_accessor.set(step_context.context, True) + # Token is valid, move to next step using token as result + return await step_context.next(token_response) + + async def send_response_activities(self, input_text, response, new_history, dc_context): + new_history.append({"role": "user", "content": input_text}) + tool_calls = dict() + for item in response: + if item["type"] == "message": + await dc_context.send_activity(item["text"]) + new_history.append({"role": "assistant", "content": item["text"]}) + elif item["type"] == "tool_call": + tool_calls[item["call_id"]] = item + elif item["type"] == "tool_result": + assert item[ + "call_id"] in tool_calls, f"Every tool call must have a tool result. Call id: {item['call_id']}" + tool_calls[item["call_id"]].update(item) + activity = MessageFactory.attachment( + CardFactory.adaptive_card(self.create_tool_call_card(tool_calls[item["call_id"]]))) + await dc_context.send_activity(activity) + return new_history + + async def api_call_step(self, step_context: WaterfallStepContext): + token_response = step_context.result + has_logged_in = await self.user_login_accessor.get(step_context.context, False) + if token_response and token_response.token and not has_logged_in: + # Set flag after first login completes + await self.user_login_accessor.set(step_context.context, True) + + await step_context.context.send_activity("You are now logged in.") + # Do NOT call API on first login + return await step_context.end_dialog() + elif token_response and token_response.token: + try: + # Call Databricks agent API. + input_text = step_context.context.activity.text.lower() + actual_history = await self.history.get(step_context.context, default_value_or_factory=list) + response = await self.databricks_client.call_model_endpoint(input_text, str(token_response.token), actual_history) + new_history = await self.send_response_activities(input_text, response, actual_history, step_context.context) + await self.history.set(step_context.context, new_history) + return await step_context.end_dialog() + except Exception as e: + logging.error(str(e)) + await step_context.context.send_activity("Agent is not available at this moment.") + return await step_context.end_dialog() + else: + await step_context.context.send_activity("Authentication failed.") + return await step_context.end_dialog() + diff --git a/helpers/__init__.py b/helpers/__init__.py new file mode 100644 index 0000000..a824eb8 --- /dev/null +++ b/helpers/__init__.py @@ -0,0 +1,6 @@ +# Copyright (c) Microsoft Corporation. All rights reserved. +# Licensed under the MIT License. + +from . import dialog_helper + +__all__ = ["dialog_helper"] diff --git a/helpers/__pycache__/__init__.cpython-312.pyc b/helpers/__pycache__/__init__.cpython-312.pyc new file mode 100644 index 0000000000000000000000000000000000000000..884e611498dac70b62305a0c9118ad186bace73e GIT binary patch literal 258 zcmX@j%ge<81Uo#pXUqW7k3k$5V1hC}ivbza8B!Qh7;_kM8KW2(8B&`Sl7&-6`tY#kd#*@P1#h`(9$Y&>~2a+RSHCbEE|w3DYcW(u9Y0Z1fW;DBWWpe zSDjr-CMy|1V-$8#z{n*|5CrM5g%iLz#XU7fV7EXIB`dWQHZEeIIW#xc3J}-LA#e6a zRAK`jU}xUE`QDrN9%sJcU%R`z5VY$jK3<4K5&AcqgpCh`t>1uf1?fn~WmI5eq>L+( zLZreKILzi;nXd>1p&}Ny}AgwrwM^#~Dkj)-%j&R^iK2GByZCMcpS`CI;slp$DG)cu$w2SO-neynax4N}m! zz?cmJd~d+FbsDtKBMke-krPx2p;AyA1`V5zJ5_X;z1LPFp>~a1-N83s+V!CCuwoB*7FLCl^dR2Z9qLNS zQ0k0}KSYR5KO!b>6_rvQn^1Zez4zT{_k}B+@!^(X{l1?AMrQ62vG5Pi@?p2+d-37Y zW1YA{>0x%du#D*7BjOOl958Yo554Kp4`QKy2G!6g`t5!A{sy0wMNTHf9YFN-nz&hV?ayBX+RIw~jEqN~wTwu1|$@La&T!KEidZD-VXg^_tx2i|&%XJ>L0t`0`8 zz&TwL&x^HST)`{o9QO)Z!5?xfSdsE|<%DTCa377jVb06jEFr6=E~~oEl>T)cst+() zG0ZB{sb)9l)WyC99faER)bi28N*?#w06&a!js2zQa@CogsmX#$+W@-)kH5 zreO{{KuPA*Ic-5T=Se*kXqO2!=4u}M)qiqoqUtQjOVp|?IkJa`uzUmAqVf)`3|{my z(TBeL3sesnPPDxp>**;<0ZOYT>=`CACR0W&^&ihzl-6>xZB>Y~z}8oY>BuY80udbe z$vF$#87n<*6bN@7pe}Eia~2iBkIO+V-Q5}`z}efBmtfon1tmql2y_oXDWfJ=n1Y0A zZp6@CX_kPu0OIndS|N-qq0EL;qcMh#Ly^dmV_2pu5SEP_cc`k7Syfwf<4e>qog$RQ z?Y4=j7eiYmMj5ftZq_k6al8CDiZ(nGy8}7o=O`t1wd~j~CX}6Po9!$I?S66iWt&iY zxT2bKa}=tqspVzMR!wbz)Q2Z6ty+P)*~7Z(sI%127VY85ZSlC}%n-V4Xk>W7dm;em zJrPBJI;iax--Sw$yX^g-b6q`X)D| zsoQ-|{O;NHzTCx=n^O96{!;$!XEvlK?qmc_iN$JJr~K zdL#Mswuq9MR^mW2aiEn@nhB+G_|<0O)o>Tj_3hp#e?PO)JJLvwv;~xW4Y&JH|MU1B z*!CX1*N&k*NB{R#3MKpQB0ea@iuBXnnq_h8&&i=n0XXfA74pjG7c={l|FdcP`#@z!2}$$bJC z-0Bx#`Bs(#Ij_XrSh2{?eX;0v6^j*1ua=oC6^p;9s^wrsV)xn5*gds$${v2o{>4#v zrV%{|-5<~v^oTMRrR)jzI(7x@5$GuI()B&PoB zp=d7jp>$LBkh+Ok%bBejWu4F=&7#ELn?>QKb}ada+xBB*^x)t5Jv$&a+?$H(-|k(r zs%>aMnR5nk%8C5+DL?ujF-tE7meKv#xL=rK^l6x~zex78(6u>?@m37s#OLVP=jeD7 o9sd`~!6CtWUyrs>PZRaLedzt%JGppjok0t%I@-T(jq literal 0 HcmV?d00001 diff --git a/helpers/dialog_helper.py b/helpers/dialog_helper.py new file mode 100644 index 0000000..7c211ab --- /dev/null +++ b/helpers/dialog_helper.py @@ -0,0 +1,43 @@ +# Copyright (c) Microsoft Corporation. All rights reserved. +# Licensed under the MIT License. + +import logging +from botbuilder.core import StatePropertyAccessor, TurnContext +from botbuilder.dialogs import Dialog, DialogSet, DialogTurnStatus +from botbuilder.schema import InvokeResponse + +# Set the logging level to INFO +logging.basicConfig(level=logging.INFO) + +class DialogHelper: + # Runs the provided dialog, handling both normal and OAuth invoke activities. + @staticmethod + async def run_dialog( + dialog: Dialog, turn_context: TurnContext, accessor: StatePropertyAccessor + ): + try: + logging.info("Initializing DialogSet and adding dialog.") + dialog_set = DialogSet(accessor) + dialog_set.add(dialog) + + dialog_context = await dialog_set.create_context(turn_context) + + logging.info("Continuing any existing dialog.") + results = await dialog_context.continue_dialog() + + if results.status == DialogTurnStatus.Empty: + logging.info(f"No active dialog. Starting new dialog: {dialog.id}") + await dialog_context.begin_dialog(dialog.id) + else: + logging.info(f"Continuing dialog. Status: {results.status.name}") + + # Special handling for OAuth invoke activities + if turn_context.activity.name in ["signin/tokenExchange", "signin/verifyState"]: + logging.info("OAuth prompt token exchange or verifyState handled.") + return InvokeResponse(status=200) + + except Exception as e: + logging.error(f"Error running dialog: {e}") + import traceback + traceback.print_exc() + await turn_context.send_activity("Sorry, something went wrong starting the dialog.") diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..58a57ca --- /dev/null +++ b/requirements.txt @@ -0,0 +1,4 @@ +botbuilder-integration-aiohttp>=4.17.0 +botbuilder-dialogs>=4.16.2 +databricks-sdk[openai]==0.58.0 +httpx From 9e43efd91cf1fb05f79d2d336b77cd39f4998501 Mon Sep 17 00:00:00 2001 From: manffred-calvosanchez_data Date: Mon, 8 Sep 2025 18:02:29 -0600 Subject: [PATCH 03/21] Update README to clarify that we are using auth on behalf of the user. --- README.md | 28 ++++------------------------ 1 file changed, 4 insertions(+), 24 deletions(-) diff --git a/README.md b/README.md index f103349..086d800 100644 --- a/README.md +++ b/README.md @@ -1,14 +1,14 @@ # Databricks AI Agent Bot for Microsoft Teams -A sophisticated Microsoft Teams bot that provides AI agent capabilities through Databricks serving endpoints, featuring secure OAuth authentication and intelligent conversation management. +A sophisticated Microsoft Teams bot that provides AI agent capabilities through Databricks serving endpoints, featuring secure OAuth authentication on behalf of the user and intelligent conversation management. ## Overview -This bot integrates Microsoft Teams with Databricks AI/ML serving endpoints to provide users with an intelligent conversational AI agent directly within Teams. The bot handles secure authentication using OAuth with token exchange, maintains conversation history, and supports advanced features like tool calling with visual feedback through adaptive cards. +This bot integrates Microsoft Teams with Databricks AI/ML serving endpoints to provide users with an intelligent conversational AI agent directly within Teams. The bot handles secure authentication using OAuth with token exchange on behalf of the user, maintains conversation history, and supports advanced features like tool calling with visual feedback through adaptive cards. ## Key Features -* **šŸ” Secure Authentication**: OAuth integration with Microsoft identity providers and token exchange to Databricks +* **šŸ” Secure Authentication**: OAuth integration with Microsoft identity providers and token exchange to Databricks on behalf of the user * **šŸ¤– AI Agent Integration**: Direct connection to Databricks AI/ML serving endpoints * **šŸ’¬ Conversation Management**: Maintains conversation history across interactions * **šŸ› ļø Tool Calling Support**: Advanced function calling capabilities with visual adaptive card feedback @@ -19,7 +19,7 @@ This bot integrates Microsoft Teams with Databricks AI/ML serving endpoints to p ### Authentication Flow 1. User authenticates with Microsoft OAuth via Teams -2. Bot exchanges Microsoft token for Databricks token using OIDC token exchange +2. Bot exchanges Microsoft token for Databricks token using OIDC token exchange on behalf of the user 3. Databricks token is used to authenticate with serving endpoints ### Component Overview @@ -213,26 +213,6 @@ DatabricksBotService/ ā””ā”€ā”€ dialog_helper.py # Dialog execution helpers ``` -## Deployment - -### Azure App Service Deployment -1. **Create App Service**: Create a new App Service in Azure Portal -2. **Configure Environment**: Set all required environment variables in App Service Configuration -3. **Deploy Code**: Use GitHub Actions, Azure DevOps, or direct deployment -4. **Update Bot Registration**: Update the messaging endpoint to your App Service URL -5. **SSL Certificate**: Ensure HTTPS is enabled (required for Teams) - -### Docker Deployment -```dockerfile -FROM python:3.11-slim -WORKDIR /app -COPY requirements.txt . -RUN pip install -r requirements.txt -COPY . . -EXPOSE 8000 -CMD ["python", "app.py"] -``` - ## Troubleshooting ### Common Issues From c7e8c820abd3291d7d5a562083ee62bdea244e97 Mon Sep 17 00:00:00 2001 From: manffred-calvosanchez_data Date: Mon, 8 Sep 2025 19:42:04 -0600 Subject: [PATCH 04/21] Update README to clarify some steps and set expectations with the users. --- README.md | 16 +++++++++------- 1 file changed, 9 insertions(+), 7 deletions(-) diff --git a/README.md b/README.md index 086d800..0bdfc4e 100644 --- a/README.md +++ b/README.md @@ -55,18 +55,19 @@ SERVING_ENDPOINT_NAME= ## Setup and Installation +> **Note**: The following steps provide high-level guidance for setting up the Databricks AI Agent Bot. These instructions are not exhaustive and assume familiarity with Azure services, Databricks, and Microsoft Teams development. Additional configuration and troubleshooting may be required based on your specific environment and requirements. + ### 1. Databricks Configuration #### Create a Serving Endpoint 1. In your Databricks workspace, navigate to **Serving** -2. Create a new serving endpoint or use an existing one that supports chat completions +2. Create a new serving endpoint or use an existing one that supports the OpenAI Responses API 3. Note the endpoint name for the `SERVING_ENDPOINT_NAME` environment variable -4. Ensure the endpoint supports the OpenAI chat completions format +4. Ensure the endpoint supports the OpenAI Responses API format -#### Configure OAuth Token Exchange -1. Set up OIDC token exchange in your Databricks workspace -2. Configure the workspace to accept Microsoft Entra ID tokens -3. Ensure the `/oidc/v1/token` endpoint is accessible +#### Configure OAuth Token Federation Policy +1. Follow this guide to configure federation policy: [Configure a federation policy - Azure Databricks | Microsoft Learn](https://learn.microsoft.com/en-us/azure/databricks/dev-tools/cli/authentication#configure-a-federation-policy) +2. Test token exchange using this guide: [Authenticate with an identity provider token - Azure Databricks | Microsoft Learn](https://learn.microsoft.com/en-us/azure/databricks/dev-tools/auth/oauth-federation-exchange#exchange-a-federated-jwt-for-a-databricks-oauth-token) ### 2. Azure Bot Service Configuration @@ -81,7 +82,8 @@ SERVING_ENDPOINT_NAME= 2. Create a new connection with: - **Name**: Use for `ConnectionName` environment variable - **Service Provider**: Microsoft Entra ID v2 - - **Scopes**: `openid profile User.Read` (or as required by your Databricks setup) + - **Scopes**: `access_as_user` (exposed API scope for V2 access token) +3. For scope creation reference: [Configure an application to expose a web API - Microsoft Learn](https://learn.microsoft.com/en-us/entra/identity-platform/quickstart-configure-app-expose-web-apis#add-a-scope) ### 3. Teams App Configuration From eac9cda7e7108beecafb6d1b4c753e9598aa38fe Mon Sep 17 00:00:00 2001 From: manffred-calvosanchez_data Date: Fri, 10 Oct 2025 00:07:22 -0600 Subject: [PATCH 05/21] Updating databricks client to manage different type of agents in Databricks (chat completions and responses). --- app.py | 2 +- appManifest/manifest.json | 7 +- bots/__init__.py | 2 +- bots/auth_bot.py | 4 +- bots/dialog_bot.py | 2 +- client/databricks_client.py | 182 ++++++++++++++++++++++++++++++------ config.py | 3 +- dialogs/__init__.py | 2 +- dialogs/logout_dialog.py | 2 +- dialogs/main_dialog.py | 41 +++++--- helpers/__init__.py | 2 +- helpers/dialog_helper.py | 2 +- requirements.txt | 1 + 13 files changed, 197 insertions(+), 55 deletions(-) diff --git a/app.py b/app.py index 2f3f9c5..27ef9f0 100644 --- a/app.py +++ b/app.py @@ -1,4 +1,4 @@ -# Copyright (c) Microsoft Corporation. All rights reserved. +# Copyright Ā© Databricks, Inc. All rights reserved. # Licensed under the MIT License. import sys diff --git a/appManifest/manifest.json b/appManifest/manifest.json index 3fb74da..88d1b02 100644 --- a/appManifest/manifest.json +++ b/appManifest/manifest.json @@ -35,8 +35,13 @@ "supportsFiles": false } ], + "permissions": [ + "identity", + "messageTeamMembers" + ], "validDomains": [ "mychatbotteams.azurewebsites.net", - "token.botframework.com" + "token.botframework.com", + "login.microsoftonline.com" ] } \ No newline at end of file diff --git a/bots/__init__.py b/bots/__init__.py index d6506ff..2c055b0 100644 --- a/bots/__init__.py +++ b/bots/__init__.py @@ -1,4 +1,4 @@ -# Copyright (c) Microsoft Corporation. All rights reserved. +# Copyright Ā© Databricks, Inc. All rights reserved. # Licensed under the MIT License. from .dialog_bot import DialogBot diff --git a/bots/auth_bot.py b/bots/auth_bot.py index ab7a5b5..cd232b8 100644 --- a/bots/auth_bot.py +++ b/bots/auth_bot.py @@ -1,4 +1,4 @@ -# Copyright (c) Microsoft Corporation. All rights reserved. +# Copyright Ā© Databricks, Inc. All rights reserved. # Licensed under the MIT License. from typing import List @@ -31,7 +31,7 @@ async def on_members_added_activity( # To learn more about Adaptive Cards, see https://aka.ms/msbot-adaptivecards for more details. if member.id != turn_context.activity.recipient.id: await turn_context.send_activity( - "Welcome to Teams Authentication Bot Example. Type 'logout' to sign out." + "Welcome to Databricks Bot Example. Type 'logout' to sign out." ) async def on_token_response_event(self, turn_context: TurnContext): diff --git a/bots/dialog_bot.py b/bots/dialog_bot.py index 60afb2f..628dff9 100644 --- a/bots/dialog_bot.py +++ b/bots/dialog_bot.py @@ -1,4 +1,4 @@ -# Copyright (c) Microsoft Corporation. All rights reserved. +# Copyright Ā© Databricks, Inc. All rights reserved. # Licensed under the MIT License. from botbuilder.core import ConversationState, UserState, TurnContext diff --git a/client/databricks_client.py b/client/databricks_client.py index 30465af..8bf55d2 100644 --- a/client/databricks_client.py +++ b/client/databricks_client.py @@ -1,12 +1,16 @@ +# Copyright Ā© Databricks, Inc. All rights reserved. +# Licensed under the MIT License. + import logging +import uuid import httpx from databricks.sdk import WorkspaceClient +from databricks_ai_bridge.genie import Genie class DatabricksClient: - def __init__(self, databricks_host: str, serving_endpoint_name:str, request_timeout: float = 300): + def __init__(self, databricks_host: str, request_timeout: float = 300): self.databricks_host = databricks_host - self.serving_endpoint_name = serving_endpoint_name self.client = httpx.AsyncClient( timeout=httpx.Timeout(request_timeout), ) @@ -26,52 +30,170 @@ async def exchange_token(self, provider_oauth_token: str): return response.json()['access_token'] - def create_databricks_payload(self, text:str, history: list, stream: bool = False): - - messages = list(history) + def _throw_unexpected_endpoint_format(self): + raise Exception("This app can only run against ChatModel, ChatAgent, or ResponsesAgent endpoints") + + def _convert_to_responses_format(self, messages): + """Convert chat messages to ResponsesAgent API format.""" + input_messages = [] + for msg in messages: + if msg["role"] == "user": + input_messages.append({"role": "user", "content": msg["content"]}) + elif msg["role"] == "assistant": + # Handle assistant messages with tool calls + if msg.get("tool_calls"): + # Add function calls + for tool_call in msg["tool_calls"]: + input_messages.append({ + "type": "function_call", + "id": tool_call["id"], + "call_id": tool_call["id"], + "name": tool_call["function"]["name"], + "arguments": tool_call["function"]["arguments"] + }) + # Add assistant message if it has content + if msg.get("content"): + input_messages.append({ + "type": "message", + "id": msg.get("id", str(uuid.uuid4())), + "content": [{"type": "output_text", "text": msg["content"]}], + "role": "assistant" + }) + else: + # Regular assistant message + input_messages.append({ + "type": "message", + "id": msg.get("id", str(uuid.uuid4())), + "content": [{"type": "output_text", "text": msg["content"]}], + "role": "assistant" + }) + elif msg["role"] == "tool": + input_messages.append({ + "type": "function_call_output", + "call_id": msg.get("tool_call_id"), + "output": msg["content"] + }) + return input_messages + + def _parse_responses_output(self, response): + result_messages = [] - messages.append({"role": "user", "content": text}) + logging.info(f"Response from openai client: {response}") - payload = {"input": messages} + for item in response.output: + logging.info(f"Item type: {item.type}") + if item.type == "message": + content = "".join([e.text for e in item.content if e.type == "output_text"]) + if content: + result_messages.append({"role": "assistant", "content": content}) + elif item.type == "function_call": + tool_calls = [{"id": item.call_id, + "type": "function", + "function": {"name": item.name, + "arguments": item.arguments}}] - if stream: - payload["stream"] = stream + result_messages.append({"role": "assistant", "content": "", "tool_calls": tool_calls}) + elif item.type == "function_call_output": + result_messages.append({"role": "tool", "content": item.output, "tool_call_id": item.call_id}) - return payload + logging.info(f"Response parsed from openai client: {result_messages}") + return result_messages - def parse_model_output(self, response): - parsed_output = [] + def _parse_chat_response(self, response): logging.info(f"Response from openai client: {response}") - logging.info(f"Response output from openai client: {response.output}") - for item in response.output: - logging.info(f"Item type: {item.type}") - if item.type == "message": - parsed_output.append({"type": "message", "text": "".join([e.text for e in item.content])}) - if item.type == "function_call": - parsed_output.append({"type": "tool_call", "arguments": item.arguments, "name": item.name, "call_id": item.call_id}) - if item.type == "function_call_output": - parsed_output.append( - {"type": "tool_result", "call_id": item.call_id, "output": item.output}) + result_messages = [] + if hasattr(response, "messages") and response.messages: + result_messages.extend(response.messages) + elif hasattr(response, "choices") and response.choices: + choice_message = response.choices[0].message + message_content = choice_message.content + if isinstance(choice_message.content, list): + message_content = "".join( + [part.get("text", "") for part in choice_message.content if part.get("type") == "text"]) + message = {"role": "assistant", "content": message_content} + if choice_message.tool_calls: + message["tool_calls"] = choice_message.tool_calls + result_messages.append(message) + return result_messages + + def _get_endpoint_task_type(self, workspace_client, endpoint_name: str) -> str: + """Get the task type of a serving endpoint.""" + try: + ep = workspace_client.serving_endpoints.get(endpoint_name) + return ep.task if ep.task else "chat/completions" + except Exception: + return "chat/completions" + + def _query_responses_endpoint(self, + workspace_client, + messages: list, + serving_endpoint_name: str) -> list: + + input_messages = self._convert_to_responses_format(messages) + + openai_client = workspace_client.serving_endpoints.get_open_ai_client() + + response = openai_client.responses.create(model=serving_endpoint_name, input=input_messages) + + result_messages = self._parse_responses_output(response) + + if not result_messages: + self._throw_unexpected_endpoint_format() + + return result_messages - logging.info(f"Response parsed from openai client: {parsed_output}") - return parsed_output + def _query_chat_endpoint(self, workspace_client, messages: list, serving_endpoint_name: str) -> list: + """Calls a model serving endpoint with chat/completions format.""" - async def call_model_endpoint(self, text:str, provider_oauth_token: str, history:list, stream: bool = False): + openai_client = workspace_client.serving_endpoints.get_open_ai_client() + + res = openai_client.chat.completions.create(model=serving_endpoint_name, messages=messages) + + result_messages = self._parse_chat_response(res) + + if not result_messages: + self._throw_unexpected_endpoint_format() + + return result_messages + + async def call_model_endpoint(self, + serving_endpoint_name: str, + text:str, + provider_oauth_token: str, + history:list): oauth_db_token = await self.exchange_token(provider_oauth_token) workspace_client = WorkspaceClient(host=self.databricks_host, token=oauth_db_token) - openai_client = workspace_client.serving_endpoints.get_open_ai_client() + task_type = self._get_endpoint_task_type(workspace_client, serving_endpoint_name) + + logging.info(f"Serving endpoint task type: {task_type}") logging.info(f"Actual history in the chatbot: {history}") - payload = self.create_databricks_payload(text, history, stream=stream) + messages = history + [{"role": "user", "content": text}] + + if task_type == "agent/v1/responses": + result_messages = self._query_responses_endpoint(workspace_client, messages, serving_endpoint_name) + else: + result_messages = self._query_chat_endpoint(workspace_client, messages, serving_endpoint_name) + + return result_messages + + async def call_genie_space(self, question: str, + provider_oauth_token:str, + conversation_id: str, + genie_space_id: str): + + oauth_db_token = await self.exchange_token(provider_oauth_token) + + workspace_client = WorkspaceClient(host=self.databricks_host, token=oauth_db_token) - response = openai_client.responses.create(model=self.serving_endpoint_name, **payload) + genie = Genie(genie_space_id, workspace_client) - parsed_output = self.parse_model_output(response) + genie_result = genie.ask_question(question, conversation_id) - return parsed_output \ No newline at end of file + return genie_result.result diff --git a/config.py b/config.py index 753007a..6fe7d43 100644 --- a/config.py +++ b/config.py @@ -1,5 +1,5 @@ #!/usr/bin/env python3 -# Copyright (c) Microsoft Corporation. All rights reserved. +# Copyright Ā© Databricks, Inc. All rights reserved. # Licensed under the MIT License. import os @@ -18,3 +18,4 @@ class DefaultConfig: CONNECTION_NAME = os.environ.get("ConnectionName", "") DATABRICKS_HOST = os.environ.get("DATABRICKS_HOST", "") SERVING_ENDPOINT_NAME = os.environ.get("SERVING_ENDPOINT_NAME", "") + GENIE_SPACE_ID = os.environ.get("GENIE_SPACE_ID", "") diff --git a/dialogs/__init__.py b/dialogs/__init__.py index ab5189c..a2bcd77 100644 --- a/dialogs/__init__.py +++ b/dialogs/__init__.py @@ -1,4 +1,4 @@ -# Copyright (c) Microsoft Corporation. All rights reserved. +# Copyright Ā© Databricks, Inc. All rights reserved. # Licensed under the MIT License. from .logout_dialog import LogoutDialog diff --git a/dialogs/logout_dialog.py b/dialogs/logout_dialog.py index 7fb418e..c695a80 100644 --- a/dialogs/logout_dialog.py +++ b/dialogs/logout_dialog.py @@ -1,4 +1,4 @@ -# Copyright (c) Microsoft Corporation. All rights reserved. +# Copyright Ā© Databricks, Inc. All rights reserved. # Licensed under the MIT License. from botbuilder.dialogs import DialogTurnResult, ComponentDialog, DialogContext diff --git a/dialogs/main_dialog.py b/dialogs/main_dialog.py index 22b6631..b12b4af 100644 --- a/dialogs/main_dialog.py +++ b/dialogs/main_dialog.py @@ -1,4 +1,4 @@ -# Copyright (c) Microsoft Corporation. All rights reserved. +# Copyright Ā© Databricks, Inc. All rights reserved. # Licensed under the MIT License. from botbuilder.core import UserState, ConversationState, CardFactory, MessageFactory @@ -55,12 +55,13 @@ def __init__(self, connection_name: str, OAuthPrompt.__name__, OAuthPromptSettings( connection_name=connection_name, - text="Please Sign In Before Interacting with the Bot.", + text="Sign into Databricks to chat with agents.", title="Sign In", timeout=300000 ) ) - self.databricks_client = DatabricksClient(databricks_host, serving_endpoint_name) + self.databricks_client = DatabricksClient(databricks_host) + self.serving_endpoint_name = serving_endpoint_name self.add_dialog(self.oauth_prompt) @@ -99,19 +100,25 @@ async def ensure_signin_step(self, step_context: WaterfallStepContext): async def send_response_activities(self, input_text, response, new_history, dc_context): new_history.append({"role": "user", "content": input_text}) + new_history.extend(response) tool_calls = dict() for item in response: - if item["type"] == "message": - await dc_context.send_activity(item["text"]) - new_history.append({"role": "assistant", "content": item["text"]}) - elif item["type"] == "tool_call": - tool_calls[item["call_id"]] = item - elif item["type"] == "tool_result": + if item["role"] == "assistant" and "tool_calls" not in item: + await dc_context.send_activity(item["content"]) + elif item["role"] == "assistant" and "tool_calls" in item: + if item["content"]: + await dc_context.send_activity(item["content"]) + for tool_call in item["tool_calls"]: + tool_calls[tool_call["id"]] = tool_call + elif item["role"] == "tool": assert item[ - "call_id"] in tool_calls, f"Every tool call must have a tool result. Call id: {item['call_id']}" - tool_calls[item["call_id"]].update(item) + "tool_call_id"] in tool_calls, f"Every tool call must have a tool result. Call id: {item['tool_call_id']}" + tool_call = tool_calls[item["tool_call_id"]] + tool_info = {"name": tool_call["function"]["name"], + "arguments": tool_call["function"]["arguments"], + "output": item["content"]} activity = MessageFactory.attachment( - CardFactory.adaptive_card(self.create_tool_call_card(tool_calls[item["call_id"]]))) + CardFactory.adaptive_card(self.create_tool_call_card(tool_info))) await dc_context.send_activity(activity) return new_history @@ -130,8 +137,14 @@ async def api_call_step(self, step_context: WaterfallStepContext): # Call Databricks agent API. input_text = step_context.context.activity.text.lower() actual_history = await self.history.get(step_context.context, default_value_or_factory=list) - response = await self.databricks_client.call_model_endpoint(input_text, str(token_response.token), actual_history) - new_history = await self.send_response_activities(input_text, response, actual_history, step_context.context) + response = await self.databricks_client.call_model_endpoint(self.serving_endpoint_name, + input_text, + str(token_response.token), + actual_history) + new_history = await self.send_response_activities(input_text, + response, + actual_history, + step_context.context) await self.history.set(step_context.context, new_history) return await step_context.end_dialog() except Exception as e: diff --git a/helpers/__init__.py b/helpers/__init__.py index a824eb8..bb931cb 100644 --- a/helpers/__init__.py +++ b/helpers/__init__.py @@ -1,4 +1,4 @@ -# Copyright (c) Microsoft Corporation. All rights reserved. +# Copyright Ā© Databricks, Inc. All rights reserved. # Licensed under the MIT License. from . import dialog_helper diff --git a/helpers/dialog_helper.py b/helpers/dialog_helper.py index 7c211ab..32da720 100644 --- a/helpers/dialog_helper.py +++ b/helpers/dialog_helper.py @@ -1,4 +1,4 @@ -# Copyright (c) Microsoft Corporation. All rights reserved. +# Copyright Ā© Databricks, Inc. All rights reserved. # Licensed under the MIT License. import logging diff --git a/requirements.txt b/requirements.txt index 58a57ca..b13c670 100644 --- a/requirements.txt +++ b/requirements.txt @@ -2,3 +2,4 @@ botbuilder-integration-aiohttp>=4.17.0 botbuilder-dialogs>=4.16.2 databricks-sdk[openai]==0.58.0 httpx +databricks-ai-bridge \ No newline at end of file From fc56397716ed383c0d6882f2fb21b2cf3ba05286 Mon Sep 17 00:00:00 2001 From: manffred-calvosanchez_data Date: Thu, 16 Oct 2025 18:56:46 -0600 Subject: [PATCH 06/21] Updating appManifest for teams app and adjusting app to work correctly with teams authentication procedure. --- app.py | 7 +++++++ appManifest/color.png | Bin 3415 -> 10107 bytes appManifest/manifest.json | 19 +++++++++---------- appManifest/outline.png | Bin 407 -> 1298 bytes 4 files changed, 16 insertions(+), 10 deletions(-) diff --git a/app.py b/app.py index 27ef9f0..5ea81fc 100644 --- a/app.py +++ b/app.py @@ -94,6 +94,13 @@ async def messages(req: Request) -> Response: try: # Process activity with the bot adapter and bot logic response = await ADAPTER.process(req, BOT) + + if response and response.body == b'null': + response.body = None + + logging.info(f"Response output: {response}") + logging.info(f"Response body output: {response.body}") + return response except Exception as e: diff --git a/appManifest/color.png b/appManifest/color.png index b8cf81afbe2f5bafd8563920edfadb78b7b71be6..0a56553f4e4f82a260f627a2476eefdfdc5afcf8 100644 GIT binary patch literal 10107 zcmXAvcQjnz*T(ORmLLcQ(LOuL*(wV0i;Fz2=?D~ae&)LAq!Y3}li$_2fwZ6bnAeP3X6eXm!;y{&R)I$S9q zL3BAYIigEbHO@@uUM23+y($~ik~*;#iljSEd|fcYEYBEW7;+2rA7fE2G1F~h4;_B% zH?qr1Y^W=a25VQnoY+?&54%`X*$KAGoiRRj4KI~p+M%083AQ{rJ9;~Dmeq?1mnm+! 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zncTNdzEOT^iXh`mZlRk{pWp?fwB`;UK8j^m!oH0&482 zLtYN=)+aYNZ4sk7|&V_eX z>Q)oVz#n+pJ})Bur(co;;PZGpQTW%-s;*VNl8sfFGp0FfZcJIui)lqu)fus9RW8x5>XRi#eKcG&_};xJr8+Kr5*T z`xf#w6!*t}>W)r?K}`cUBF1xChxm1CeQ~Iv!hpZ*aAfA2Oj+4dO7$ZY#HUkTBv7VZ z9{ummlF5yEz#3Q3qr@tUyEH39^e^h#n-ossc?E}3wwVM06<*ub6=g#PU8^A^X*rp* zHdbNBWv)qo)pwXWCP(eOSERnk<+Lwz$c=q_b{Oy9D-rhbvBhiC9BkT4BP$o|ked-g z13lVezZV!hdr*Cp&gcWv1m>P7>o8p1rPUe)cvFI#EF&G+lUbFSDxq3w?&ORaa)Y!@?0&a>GT8psQ{JX#@_+az{5K+M YJx2difYK9bhlEpZpl7Q49&", "developer": { "name": "Databricks, inc", "websiteUrl": "https://www.databricks.com/", @@ -10,8 +10,8 @@ "termsOfUseUrl": "https://www.databricks.com/" }, "name": { - "short": "Teams Auth OBO", - "full": "Teams Auth On Behalf Of The User" + "short": "Teams-Databricks Auth OBO", + "full": "Teams-Databricks Auth On Behalf Of The User" }, "description": { "short": "Demonstrates authorization in Teams against Databricks agent using OOB.", @@ -24,10 +24,10 @@ "accentColor": "#abcdef", "bots": [ { - "botId": "8802b634-6b26-4299-bab7-696591b0f2b7", + "botId": "", "scopes": [ - "team", - "personal" + "personal", + "groupChat" ], "isNotificationOnly": false, "supportsCalling": false, @@ -40,8 +40,7 @@ "messageTeamMembers" ], "validDomains": [ - "mychatbotteams.azurewebsites.net", - "token.botframework.com", - "login.microsoftonline.com" + "", + "token.botframework.com" ] } \ No newline at end of file diff --git a/appManifest/outline.png b/appManifest/outline.png index 2c3bf6fa65f152de0cb50056effd5aea7d287ec1..44c01dc9b61c06fbae7f4b0b0b60c08eedfdf84d 100644 GIT binary patch delta 1259 zcmVEX>4Tx04R}tkvmAkKpe)urb?w$Iv7F3 zAwzYtgAc^9R-p(LLaorMgL(7?O&XFE7e~Rh;NWAi>fqw6tAnc`2tGjE1t&!pDe-?v zp+$@b$Nl*3zK^@_0Ipe8G^-~8Xu54?Qb{3~Ull^H2qOv}gMXNi6w8Y2uiw>6FjqJXRTRG1jVerF~EK!bm}1S!O!T5u~t)C5R9p zqmBxyuo0(KCx694hW3*_{$bZIl1nC61qwM9P=f}^^@IJv?{2N))TEabNdmnuj`J}J zgm!^e!*RZk9jA2y1fPK`z2mPnf!R;e8yzin1Vp!ii|dXi?*W%Pz|fN+nUX67X>!FP z@P0<$lm`ZGf$*BwTYDd;4?vc>O5Xqnhrn2gve$jy-4WN_+rMYp{rv#HeR9PenPB6V@BEHYsnSfR3$G+Go zm(~>ATgA{5ivPl#7MJnO_!%#yKfAF%jQ9YPTcEfLABT<_dUJ+$JcFY+5wRQJ1jT6{ z9L0*rvED`kop?K}JP_I3HUhYmw~|We%MIu#l*!fjI>CVX!%*IxV8K_Ip3w&x z&>QY~DngN0$L`ahU>fJogLe-WX7qn?p`*WKKs`D3VsQmNoC=WY$UL|S7Vk$Rk$75MMNpTYBPc(|_$3E^6N8$v(e#*BU*UXIrs$16BL zm*L9n-xYW-Wd6X?0z?n$1wBcf&a24k|L|%d ztAz(vCUJhQkVm&9IMY)#kZdbJZYMS*@qQ?&>j#s(*ocb?xba!ge+^VT?MOC&H8FOl zXL>Z4y2pM>kaK3m4pB$WaYG$S-;9e71>BCwcos&JD)o-hF~}Yq?odyfpQ+hcetSkg zw-D#gSGxcJ delta 363 zcmV-x0hIod3YPpKIe5CzEu75>u=@pET1$f$3 zWVFBih6s7SN0jcbU8_vVs!rH}FBn2sM`RCUcLJ;s=UyoFdPFp2zEd zgg0?Pe-rn}Om*ijZqw>@iY>C(MuTPXb+(~rb;o(IT+JH z_`n2@`UWMFKfoA=^ Date: Fri, 17 Oct 2025 13:56:15 -0600 Subject: [PATCH 07/21] Updating appManifest scopes --- appManifest/manifest.json | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/appManifest/manifest.json b/appManifest/manifest.json index d0f964f..f5907c9 100644 --- a/appManifest/manifest.json +++ b/appManifest/manifest.json @@ -26,8 +26,8 @@ { "botId": "", "scopes": [ - "personal", - "groupChat" + "team", + "personal" ], "isNotificationOnly": false, "supportsCalling": false, From accc0f27922cc612eed5e732ffecbe1e43b5e5fd Mon Sep 17 00:00:00 2001 From: Sid Murching Date: Thu, 23 Oct 2025 20:50:34 -0700 Subject: [PATCH 08/21] Move existing bot code to azure-bot Signed-off-by: Sid Murching --- .gitignore | 171 ++++++++++++++++++ README.md => azure-bot/README.md | 0 app.py => azure-bot/app.py | 0 .../appManifest}/color.png | Bin .../appManifest}/manifest.json | 0 .../appManifest}/outline.png | Bin {bots => azure-bot/bots}/__init__.py | 0 {bots => azure-bot/bots}/auth_bot.py | 0 {bots => azure-bot/bots}/dialog_bot.py | 0 {client => azure-bot/client}/__init__.py | 0 .../client}/databricks_client.py | 0 config.py => azure-bot/config.py | 0 {dialogs => azure-bot/dialogs}/__init__.py | 0 .../dialogs}/logout_dialog.py | 0 {dialogs => azure-bot/dialogs}/main_dialog.py | 0 {helpers => azure-bot/helpers}/__init__.py | 0 .../helpers}/dialog_helper.py | 0 .../requirements.txt | 0 bots/__pycache__/__init__.cpython-312.pyc | Bin 311 -> 0 bytes bots/__pycache__/auth_bot.cpython-312.pyc | Bin 2156 -> 0 bytes bots/__pycache__/dialog_bot.cpython-312.pyc | Bin 6308 -> 0 bytes client/__pycache__/__init__.cpython-312.pyc | Bin 186 -> 0 bytes .../databricks_client.cpython-312.pyc | Bin 3725 -> 0 bytes dialogs/__pycache__/__init__.cpython-312.pyc | Bin 326 -> 0 bytes .../__pycache__/logout_dialog.cpython-312.pyc | Bin 3194 -> 0 bytes .../__pycache__/main_dialog.cpython-312.pyc | Bin 5744 -> 0 bytes helpers/__pycache__/__init__.cpython-312.pyc | Bin 258 -> 0 bytes .../__pycache__/dialog_helper.cpython-312.pyc | Bin 2852 -> 0 bytes 28 files changed, 171 insertions(+) create mode 100644 .gitignore rename README.md => azure-bot/README.md (100%) rename app.py => azure-bot/app.py (100%) rename {appManifest => azure-bot/appManifest}/color.png (100%) rename {appManifest => azure-bot/appManifest}/manifest.json (100%) rename {appManifest => azure-bot/appManifest}/outline.png (100%) rename {bots => azure-bot/bots}/__init__.py (100%) rename {bots => azure-bot/bots}/auth_bot.py (100%) rename {bots => azure-bot/bots}/dialog_bot.py (100%) rename {client => azure-bot/client}/__init__.py (100%) rename {client => azure-bot/client}/databricks_client.py (100%) rename config.py => azure-bot/config.py (100%) rename {dialogs => azure-bot/dialogs}/__init__.py (100%) rename {dialogs => azure-bot/dialogs}/logout_dialog.py (100%) rename {dialogs => azure-bot/dialogs}/main_dialog.py (100%) rename {helpers => azure-bot/helpers}/__init__.py (100%) rename {helpers => azure-bot/helpers}/dialog_helper.py (100%) rename requirements.txt => azure-bot/requirements.txt (100%) delete mode 100644 bots/__pycache__/__init__.cpython-312.pyc delete mode 100644 bots/__pycache__/auth_bot.cpython-312.pyc delete mode 100644 bots/__pycache__/dialog_bot.cpython-312.pyc delete mode 100644 client/__pycache__/__init__.cpython-312.pyc delete mode 100644 client/__pycache__/databricks_client.cpython-312.pyc delete mode 100644 dialogs/__pycache__/__init__.cpython-312.pyc delete mode 100644 dialogs/__pycache__/logout_dialog.cpython-312.pyc delete mode 100644 dialogs/__pycache__/main_dialog.cpython-312.pyc delete mode 100644 helpers/__pycache__/__init__.cpython-312.pyc delete mode 100644 helpers/__pycache__/dialog_helper.cpython-312.pyc diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..06adadc --- /dev/null +++ b/.gitignore @@ -0,0 +1,171 @@ +.idea +pycache +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +pip-wheel-metadata/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +.python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + +# Visual Studio Code +.vscode/ + +# IntelliJ +.idea/ +ml-models.iws +ml-models.iml +ml-models.ipr + +.DS_Store +.databricks +.gradio + +# Node.js / Next.js / Web development +cookies.txt +node_modules +.pnp +.pnp.js +coverage +.next/ +out/ +*.pem +npm-debug.log* +yarn-debug.log* +yarn-error.log* +.pnpm-debug.log* +.env.local +.env.development.local +.env.test.local +.env.production.local +.turbo +.vercel +.env*.local + +# Playwright testing +/test-results/ +/playwright-report/ +/blob-report/ +/playwright/* +tsconfig.tsbuildinfo diff --git a/README.md b/azure-bot/README.md similarity index 100% rename from README.md rename to azure-bot/README.md diff --git a/app.py b/azure-bot/app.py similarity index 100% rename from app.py rename to azure-bot/app.py diff --git a/appManifest/color.png b/azure-bot/appManifest/color.png similarity index 100% rename from appManifest/color.png rename to azure-bot/appManifest/color.png diff --git a/appManifest/manifest.json b/azure-bot/appManifest/manifest.json similarity index 100% rename from appManifest/manifest.json rename to azure-bot/appManifest/manifest.json diff --git a/appManifest/outline.png b/azure-bot/appManifest/outline.png similarity index 100% rename from appManifest/outline.png rename to azure-bot/appManifest/outline.png diff --git a/bots/__init__.py b/azure-bot/bots/__init__.py similarity index 100% rename from bots/__init__.py rename to azure-bot/bots/__init__.py diff --git a/bots/auth_bot.py b/azure-bot/bots/auth_bot.py similarity index 100% rename from bots/auth_bot.py rename to azure-bot/bots/auth_bot.py diff --git a/bots/dialog_bot.py b/azure-bot/bots/dialog_bot.py similarity index 100% rename from bots/dialog_bot.py rename to azure-bot/bots/dialog_bot.py diff --git a/client/__init__.py b/azure-bot/client/__init__.py similarity index 100% rename from client/__init__.py rename to azure-bot/client/__init__.py diff --git a/client/databricks_client.py b/azure-bot/client/databricks_client.py similarity index 100% rename from client/databricks_client.py rename to azure-bot/client/databricks_client.py diff --git a/config.py b/azure-bot/config.py similarity index 100% rename from config.py rename to azure-bot/config.py diff --git a/dialogs/__init__.py b/azure-bot/dialogs/__init__.py similarity index 100% rename from dialogs/__init__.py rename to azure-bot/dialogs/__init__.py diff --git a/dialogs/logout_dialog.py b/azure-bot/dialogs/logout_dialog.py similarity index 100% rename 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o9sd`~!6CtWUyrs>PZRaLedzt%JGppjok0t%I@-T(jq From 57a252bd7c8843b077ab9cace19d18f0d25756e6 Mon Sep 17 00:00:00 2001 From: Sid Murching Date: Fri, 24 Oct 2025 09:35:48 -0700 Subject: [PATCH 09/21] Initial slackbot code Signed-off-by: Sid Murching --- slack-bot/.env.example | 24 + slack-bot/.gitignore | 46 + slack-bot/OAUTH_SETUP.md | 233 ++ slack-bot/README.md | 269 ++ slack-bot/RUN.md | 112 + slack-bot/app.py | 350 +++ slack-bot/client/__init__.py | 3 + slack-bot/client/databricks_client.py | 199 ++ slack-bot/config.py | 32 + slack-bot/hackathon.py | 275 ++ slack-bot/handlers/__init__.py | 4 + slack-bot/handlers/auth_handler.py | 166 ++ slack-bot/handlers/message_handler.py | 190 ++ slack-bot/pyproject.toml | 29 + slack-bot/references/databricks-oauth-flow.md | 182 ++ slack-bot/requirements.txt | 18 + slack-bot/storage/__init__.py | 3 + slack-bot/storage/state_manager.py | 81 + slack-bot/uv.lock | 2609 +++++++++++++++++ 19 files changed, 4825 insertions(+) create mode 100644 slack-bot/.env.example create mode 100644 slack-bot/.gitignore create mode 100644 slack-bot/OAUTH_SETUP.md create mode 100644 slack-bot/README.md create mode 100644 slack-bot/RUN.md create mode 100644 slack-bot/app.py create mode 100644 slack-bot/client/__init__.py create mode 100644 slack-bot/client/databricks_client.py create mode 100644 slack-bot/config.py create mode 100644 slack-bot/hackathon.py create mode 100644 slack-bot/handlers/__init__.py create mode 100644 slack-bot/handlers/auth_handler.py create mode 100644 slack-bot/handlers/message_handler.py create mode 100644 slack-bot/pyproject.toml create mode 100644 slack-bot/references/databricks-oauth-flow.md create mode 100644 slack-bot/requirements.txt create mode 100644 slack-bot/storage/__init__.py create mode 100644 slack-bot/storage/state_manager.py create mode 100644 slack-bot/uv.lock diff --git a/slack-bot/.env.example b/slack-bot/.env.example new file mode 100644 index 0000000..43428d1 --- /dev/null +++ b/slack-bot/.env.example @@ -0,0 +1,24 @@ +# Slack Configuration +SLACK_BOT_TOKEN=xoxb-your-bot-token-here +SLACK_SIGNING_SECRET=your-signing-secret-here +SLACK_CLIENT_ID=your-client-id-here +SLACK_CLIENT_SECRET=your-client-secret-here + +# Databricks Configuration +DATABRICKS_HOST=https://your-workspace.databricks.com +# For local development with databricks-cli, leave CLIENT_ID and CLIENT_SECRET empty +# For custom OAuth app, provide your credentials +DATABRICKS_CLIENT_ID= +DATABRICKS_CLIENT_SECRET= +SERVING_ENDPOINT_NAME=your-agent-endpoint-name + +# Optional: State Storage Configuration +STATE_STORAGE=memory # Options: memory, redis, dynamodb +REDIS_URL=redis://localhost:6379 + +# Server Configuration +PORT=3000 + +# OAuth Redirect URI (leave empty for local development, uses http://localhost:PORT/oauth/callback) +# For production, set to your public callback URL +OAUTH_REDIRECT_URI= diff --git a/slack-bot/.gitignore b/slack-bot/.gitignore new file mode 100644 index 0000000..d8576d4 --- /dev/null +++ b/slack-bot/.gitignore @@ -0,0 +1,46 @@ +# Environment variables +.env +.env.local +.env.*.local + +# Python +__pycache__/ +*.py[cod] +*$py.class +*.so +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +*.egg-info/ +.installed.cfg +*.egg + +# Virtual environments +venv/ +.venv/ +ENV/ +env/ + +# IDE +.vscode/ +.idea/ +*.swp +*.swo +*~ + +# Logs +*.log + +# OS +.DS_Store +Thumbs.db diff --git a/slack-bot/OAUTH_SETUP.md b/slack-bot/OAUTH_SETUP.md new file mode 100644 index 0000000..641fac9 --- /dev/null +++ b/slack-bot/OAUTH_SETUP.md @@ -0,0 +1,233 @@ +# OAuth Setup for Local Development + +This guide explains how to configure Databricks OAuth for local development with the Slack bot. + +## OAuth Flow with Localhost + +The bot uses **OAuth 2.0 with PKCE** (Proof Key for Code Exchange) for secure authentication. For local development, the callback URL points to your local machine. + +### Architecture + +``` +User clicks "Sign in" ā†’ Databricks OAuth ā†’ User authenticates ā†’ +Databricks redirects to http://localhost:3000/oauth/callback ā†’ +Bot exchanges code for token ā†’ User authenticated +``` + +## Setup Options + +### Option 1: Using `databricks-cli` (Recommended for Development) + +The simplest approach for local development is to use the built-in `databricks-cli` OAuth client: + +1. **Leave OAuth credentials empty in `.env`**: + ```bash + DATABRICKS_CLIENT_ID= + DATABRICKS_CLIENT_SECRET= + ``` + +2. **The bot will automatically use `databricks-cli`** as the client ID + +3. **No Databricks OAuth app configuration needed!** The `databricks-cli` client is pre-configured in all Databricks workspaces + +4. **Start your bot**: + ```bash + python app.py + ``` + +5. **The OAuth callback URL** is automatically set to: + ``` + http://localhost:3000/oauth/callback + ``` + +6. **Test the flow**: + - Open Slack and message your bot + - Click the "Sign in to Databricks" button + - Log in to Databricks + - You'll be redirected to localhost (the bot handles the callback) + - Authentication complete! + +### Option 2: Custom OAuth App (For Production) + +If you want to use your own OAuth app (required for production deployment): + +1. **Create OAuth app in Databricks**: + - Go to your Databricks workspace + - Navigate to: **Settings ā†’ Developer ā†’ OAuth Apps** + - Click "Create App" + +2. **Configure the app**: + - **App Name**: Slack Bot + - **Redirect URLs**: Add your callback URLs + - For local dev: `http://localhost:3000/oauth/callback` + - For production: `https://your-domain.com/oauth/callback` + - **Scopes**: Select `all-apis` and `offline_access` + +3. **Save credentials to `.env`**: + ```bash + DATABRICKS_CLIENT_ID=your-client-id-here + DATABRICKS_CLIENT_SECRET=your-client-secret-here + ``` + +4. **Update redirect URI for production** (in `.env`): + ```bash + OAUTH_REDIRECT_URI=https://your-domain.com/oauth/callback + ``` + +## Key Implementation Details + +### PKCE Flow (RFC 7636) + +The bot implements PKCE for enhanced security: + +1. **Generate code verifier** (random 32-byte string) +2. **Generate code challenge** (SHA256 hash of verifier) +3. **Authorization request** includes `code_challenge` and `code_challenge_method=S256` +4. **Token exchange** includes the original `code_verifier` + +This prevents authorization code interception attacks. + +### Code Flow + +**Authorization URL** (`handlers/auth_handler.py:51-60`): +```python +oauth_url = ( + f"{DATABRICKS_HOST}/oidc/v1/authorize" + f"?client_id={client_id}" + f"&redirect_uri={redirect_uri}" + f"&response_type=code" + f"&state={state}" + f"&code_challenge={code_challenge}" + f"&code_challenge_method=S256" + f"&scope=all-apis+offline_access" +) +``` + +**Token Exchange** (`handlers/auth_handler.py:88-135`): +```python +POST /oidc/v1/token +{ + "grant_type": "authorization_code", + "code": "", + "redirect_uri": "http://localhost:3000/oauth/callback", + "client_id": "databricks-cli", + "code_verifier": "" +} +``` + +**Callback Handler** (`app.py:175-296`): +- Receives authorization code from Databricks +- Validates state parameter (CSRF protection) +- Exchanges code for access token using PKCE +- Stores token in state manager +- Sends success message to Slack + +## Databricks OAuth App Configuration + +### If Using Custom OAuth App + +You need to add the redirect URI to your Databricks OAuth app: + +1. **Open Databricks** +2. **Settings ā†’ Developer ā†’ OAuth Apps ā†’ Your App ā†’ Edit** +3. **Add Redirect URLs**: + ``` + http://localhost:3000/oauth/callback + ``` + +4. **Save changes** + +### If Using databricks-cli + +**No configuration needed!** The `databricks-cli` client is pre-registered with a wildcard redirect URI that allows `localhost` callbacks. + +## Testing Locally + +1. **Start the bot**: + ```bash + cd slack-bot + python app.py + ``` + +2. **You should see**: + ``` + INFO - Starting bot in HTTP mode on port 3000... + INFO - OAuth callback available at: http://localhost:3000/oauth/callback + ``` + +3. **Test in Slack**: + - Invite bot to a channel: `/invite @DatabricksBot` + - Send a message: `Hello!` + - Bot responds with auth button (ephemeral, only visible to you) + - Click "Sign in to Databricks" + - Browser opens to Databricks login + - After login, redirected to `http://localhost:3000/oauth/callback` + - Success page shown + - Return to Slack - you're authenticated! + +## Troubleshooting + +### "Redirect URI mismatch" error + +**Cause**: The redirect URI in the OAuth request doesn't match what's configured in Databricks. + +**Solution**: +- If using `databricks-cli`: Ensure `DATABRICKS_CLIENT_ID` is empty in `.env` +- If using custom app: Add `http://localhost:3000/oauth/callback` to allowed redirect URIs + +### "Invalid client_id" error + +**Cause**: Client ID not recognized by Databricks. + +**Solution**: +- Verify `DATABRICKS_HOST` is correct (include `https://`) +- If using custom app, verify `DATABRICKS_CLIENT_ID` matches your OAuth app +- If using `databricks-cli`, leave `DATABRICKS_CLIENT_ID` empty + +### Callback URL not reachable + +**Cause**: Bot not running or port blocked. + +**Solution**: +- Ensure bot is running: `python app.py` +- Check port is available: `lsof -i :3000` +- Check firewall isn't blocking localhost connections + +### Token exchange fails + +**Cause**: PKCE validation failed or invalid authorization code. + +**Solution**: +- Check logs for detailed error +- Ensure `code_verifier` is stored correctly +- Don't reuse authorization codes (they're single-use) +- Authorization codes expire quickly (usually 10 minutes) + +## Security Considerations + +1. **State parameter**: Validates the OAuth callback came from our request (CSRF protection) +2. **PKCE**: Protects against authorization code interception +3. **Token storage**: Currently in-memory (replace with encrypted storage for production) +4. **HTTPS**: Use HTTPS for production deployments +5. **Token expiration**: Tokens are validated and expired automatically + +## Production Deployment + +For production, you'll need: + +1. **Public HTTPS endpoint** (e.g., `https://your-bot.com`) +2. **Custom OAuth app** with production redirect URI +3. **Persistent state storage** (Redis/DynamoDB) +4. **Encrypted token storage** +5. **Proper secret management** (AWS Secrets Manager, etc.) + +Update `.env`: +```bash +OAUTH_REDIRECT_URI=https://your-bot.com/oauth/callback +DATABRICKS_CLIENT_ID=your-client-id +DATABRICKS_CLIENT_SECRET=your-client-secret +STATE_STORAGE=redis +REDIS_URL=redis://your-redis-server:6379 +``` + +And add `https://your-bot.com/oauth/callback` to your Databricks OAuth app's allowed redirect URIs. diff --git a/slack-bot/README.md b/slack-bot/README.md new file mode 100644 index 0000000..6591851 --- /dev/null +++ b/slack-bot/README.md @@ -0,0 +1,269 @@ +# Databricks Slack Bot + +A Slack bot that integrates with Databricks agents, providing conversational AI capabilities directly in Slack channels and threads. + +## Features + +- **OAuth Authentication**: Secure authentication with Databricks on behalf of each user +- **Thread-based Conversations**: Maintains conversation context within Slack threads +- **Ephemeral Messages**: Private authentication prompts visible only to the user +- **Tool Call Visualization**: Rich formatting for agent tool calls and results +- **Conversation History**: Per-thread conversation history for context-aware responses +- **State Management**: In-memory state storage (extensible to Redis/DynamoDB for production) + +## Architecture + +``` +slack-bot/ +ā”œā”€ā”€ app.py # Main application entry point +ā”œā”€ā”€ config.py # Configuration management +ā”œā”€ā”€ handlers/ +ā”‚ ā”œā”€ā”€ message_handler.py # Message event handling +ā”‚ ā””ā”€ā”€ auth_handler.py # OAuth flow management +ā”œā”€ā”€ storage/ +ā”‚ ā””ā”€ā”€ state_manager.py # State and conversation history +ā””ā”€ā”€ client/ + ā””ā”€ā”€ databricks_client.py # Databricks API integration +``` + +## Setup + +### 1. Prerequisites + +- Python 3.8+ +- Slack workspace with admin access +- Databricks workspace with agent serving endpoint +- OAuth application configured in Databricks + +### 2. Create Slack App + +1. Go to [api.slack.com/apps](https://api.slack.com/apps) and create a new app +2. Choose "From scratch" and select your workspace +3. Configure **OAuth & Permissions**: + - Add these **Bot Token Scopes**: + - `app_mentions:read` - Read mentions + - `chat:write` - Send messages + - `channels:history` - Read channel messages + - `groups:history` - Read private channel messages + - `im:history` - Read DM messages + - `im:write` - Send DMs + - `users:read` - Read user info + - Install app to workspace and save the **Bot User OAuth Token** + +4. Configure **Event Subscriptions**: + - Enable events + - Subscribe to bot events: + - `app_mention` - When bot is mentioned + - `message.channels` - Messages in channels + - `message.groups` - Messages in private channels + - `message.im` - Direct messages + - `app_home_opened` - When home tab is opened + +5. For development, enable **Socket Mode**: + - Go to **Socket Mode** and enable it + - Create an app-level token with `connections:write` scope + - Save the **App-Level Token** (starts with `xapp-`) + +6. Configure **App Home**: + - Enable the Home tab + - Enable Messages tab + +### 3. Environment Variables + +Create a `.env` file in the `slack-bot/` directory: + +```bash +# Slack Configuration +SLACK_BOT_TOKEN=xoxb-your-bot-token +SLACK_SIGNING_SECRET=your-signing-secret +SLACK_CLIENT_ID=your-client-id +SLACK_CLIENT_SECRET=your-client-secret + +# Databricks Configuration +DATABRICKS_HOST=https://your-workspace.databricks.com +DATABRICKS_CLIENT_ID=your-databricks-oauth-client-id +DATABRICKS_CLIENT_SECRET=your-databricks-oauth-client-secret +SERVING_ENDPOINT_NAME=your-agent-endpoint-name + +# Optional: State Storage +STATE_STORAGE=memory # or redis, dynamodb +REDIS_URL=redis://localhost:6379 + +# Server Configuration (for HTTP mode) +PORT=3000 +``` + +### 4. Install Dependencies + +```bash +cd slack-bot +pip install -r requirements.txt +``` + +### 5. Configure Databricks OAuth + +1. In your Databricks workspace, create an OAuth application: + ``` + Settings ā†’ Developer ā†’ OAuth Applications ā†’ Create App + ``` + +2. Configure: + - **Redirect URL**: `https://your-app.com/oauth/callback` + - **Scopes**: `all-apis` + +3. Save the Client ID and Client Secret + +### 6. Run the Bot + +**Development (Socket Mode):** +```bash +python app.py +``` + +**Production (HTTP Mode):** +```bash +# Set up a public endpoint (e.g., using ngrok for testing) +ngrok http 3000 + +# Update your Slack app's Event Subscriptions URL to: +# https://your-ngrok-url.ngrok.io/slack/events + +# Run the bot +python app.py +``` + +## Usage + +### In Slack + +1. **Invite the bot** to a channel: `/invite @DatabricksBot` + +2. **Send a message** in the channel or thread + +3. **First-time authentication**: + - The bot will send you a private (ephemeral) message with a "Sign in to Databricks" button + - Click the button and complete OAuth flow + - Return to Slack and send your message again + +4. **Ask questions**: + ``` + What is the revenue for Q4? + Show me the top 5 customers + Analyze the sales trends + ``` + +5. **Commands**: + - `logout` - Sign out from Databricks + - `clear` - Clear conversation history for the current thread + +### Message Flow + +1. User sends message ā†’ Bot checks authentication +2. If not authenticated ā†’ Show ephemeral auth prompt +3. If authenticated ā†’ Call Databricks agent with conversation history +4. Agent response ā†’ Post in thread with formatting +5. Tool calls ā†’ Display as rich Slack blocks + +## Key Differences from Teams Bot + +| Feature | Teams Bot | Slack Bot | +|---------|-----------|-----------| +| **Framework** | Bot Framework SDK | Slack Bolt | +| **Authentication** | OAuthPrompt built-in | Custom OAuth handler | +| **State Storage** | Bot Framework state | Custom StateManager | +| **Rich UI** | Adaptive Cards | Slack Blocks | +| **Private Messages** | Direct messages | Ephemeral messages | +| **Threading** | Reply to message | Thread timestamp | +| **Event Handling** | ActivityHandler | Event decorators | + +## Production Considerations + +### State Storage + +Replace in-memory storage with persistent storage: + +**Redis:** +```python +# In storage/state_manager.py +import redis +r = redis.from_url(os.environ.get("REDIS_URL")) +``` + +**DynamoDB:** +```python +import boto3 +dynamodb = boto3.resource('dynamodb') +table = dynamodb.Table('slack-bot-state') +``` + +### Security + +1. **Token Encryption**: Encrypt OAuth tokens at rest +2. **Secret Management**: Use AWS Secrets Manager or similar +3. **Request Validation**: Verify Slack request signatures +4. **Rate Limiting**: Implement rate limiting for API calls +5. **Audit Logging**: Log all user interactions and API calls + +### Scalability + +1. **Horizontal Scaling**: Use HTTP mode with load balancer +2. **Background Jobs**: Use Celery/SQS for long-running tasks +3. **Caching**: Cache frequently accessed data +4. **Database**: Use PostgreSQL/MongoDB for persistence + +### Monitoring + +1. **Logging**: Structured logging with correlation IDs +2. **Metrics**: Track response times, error rates, usage +3. **Alerts**: Set up alerts for errors and anomalies +4. **Tracing**: Implement distributed tracing + +## Troubleshooting + +### Bot doesn't respond + +1. Check bot is in the channel: `/invite @DatabricksBot` +2. Verify event subscriptions are configured +3. Check bot token is valid +4. Review logs for errors + +### Authentication fails + +1. Verify Databricks OAuth credentials +2. Check redirect URI matches configuration +3. Ensure user has Databricks workspace access + +### Messages lost + +1. Implement persistent state storage (Redis/DynamoDB) +2. Add retry logic for failed API calls +3. Use message queues for reliability + +## Development + +### Project Structure + +- `app.py` - Main Slack app with event handlers +- `config.py` - Environment configuration +- `handlers/` - Event handling logic + - `message_handler.py` - Process messages and agent calls + - `auth_handler.py` - OAuth flow management +- `storage/` - State management + - `state_manager.py` - Conversation and user state +- `client/` - External integrations + - `databricks_client.py` - Databricks API client + +### Testing + +```bash +# Run with test credentials +DATABRICKS_HOST=https://test.databricks.com python app.py + +# Use Slack's test features +# Create a test workspace and app +``` + +## License + +Copyright (c) Microsoft Corporation. All rights reserved. +Licensed under the MIT License. diff --git a/slack-bot/RUN.md b/slack-bot/RUN.md new file mode 100644 index 0000000..84aee2e --- /dev/null +++ b/slack-bot/RUN.md @@ -0,0 +1,112 @@ +# Running the Slack Bot with uv + +## Quick Start with uv + +### 1. Install dependencies (one-time setup) + +```bash +uv pip install -r requirements.txt +``` + +### 2. Run the bot + +```bash +python app.py +``` + +### 3. Alternative: One-liner (uv handles everything) + +```bash +# uv will handle dependencies automatically +uv run --with slack-bolt --with slack-sdk --with Flask --with databricks-sdk --with httpx --with python-dotenv python app.py +``` + +## Setup Environment Variables + +Before running, create a `.env` or `.env.local` file: + +```bash +# Option 1: Use .env.local (recommended for local development) +cp .env.example .env.local +# Edit .env.local with your credentials + +# Option 2: Use .env +cp .env.example .env +# Edit .env with your credentials +``` + +The app will automatically load from `.env.local` first, then fall back to `.env`. + +Required variables: +- `SLACK_BOT_TOKEN` - Your Slack bot token +- `SLACK_SIGNING_SECRET` - Your Slack signing secret +- `DATABRICKS_HOST` - Your Databricks workspace URL +- `SERVING_ENDPOINT_NAME` - Your agent endpoint name + +## Development Workflow + +### Install with dev dependencies + +```bash +uv sync --extra dev +``` + +### Run tests (when added) + +```bash +uv run pytest +``` + +### Format code + +```bash +uv run black . +uv run ruff check . +``` + +## Why uv? + +- **Fast**: 10-100x faster than pip +- **Reliable**: Deterministic dependency resolution +- **Simple**: No need for venv management +- **Modern**: Built in Rust, replaces pip, pip-tools, and virtualenv + +## Troubleshooting + +### "uv: command not found" + +Install uv: +```bash +curl -LsSf https://astral.sh/uv/install.sh | sh +``` + +Or with pip: +```bash +pip install uv +``` + +### Dependencies not found + +Make sure you're in the slack-bot directory: +```bash +cd slack-bot +uv sync +``` + +### Port already in use + +Change the port in `.env`: +```bash +PORT=3001 +``` + +## Alternative: Traditional venv + +If you prefer traditional venv: + +```bash +python -m venv venv +source venv/bin/activate # On Windows: venv\Scripts\activate +pip install -r requirements.txt +python app.py +``` diff --git a/slack-bot/app.py b/slack-bot/app.py new file mode 100644 index 0000000..e84e437 --- /dev/null +++ b/slack-bot/app.py @@ -0,0 +1,350 @@ +#!/usr/bin/env python3 +""" +Slack bot for Databricks Agent integration. + +This bot provides a Slack interface to Databricks agents, handling: +- OAuth authentication with Databricks +- Message handling in channels and threads +- Conversation history management +- Tool call visualization +""" + +import logging +import sys +import os +from pathlib import Path +from dotenv import load_dotenv +from slack_bolt import App +from slack_bolt.adapter.socket_mode import SocketModeHandler +from flask import Flask, request, redirect + +# Load environment variables from .env.local or .env +env_file = Path(__file__).parent / ".env.local" +if env_file.exists(): + load_dotenv(env_file) + print(f"Loaded environment from: {env_file}") +else: + env_file = Path(__file__).parent / ".env" + if env_file.exists(): + load_dotenv(env_file) + print(f"Loaded environment from: {env_file}") + else: + print("No .env or .env.local file found, using system environment variables") + +from config import DefaultConfig +from storage import StateManager +from handlers import AuthHandler, handle_message_event +from client import DatabricksClient + +# Configure logging +logging.basicConfig( + level=logging.INFO, + format='%(asctime)s - %(name)s - %(levelname)s - %(message)s', + handlers=[ + logging.StreamHandler(sys.stdout) + ] +) +logger = logging.getLogger(__name__) + +# Load configuration +CONFIG = DefaultConfig() + +# Validate required configuration +required_configs = [ + "SLACK_BOT_TOKEN", + "SLACK_SIGNING_SECRET", + "DATABRICKS_HOST", + "SERVING_ENDPOINT_NAME" +] +missing_configs = [c for c in required_configs if not getattr(CONFIG, c)] +if missing_configs: + logger.error(f"Missing required configuration: {', '.join(missing_configs)}") + sys.exit(1) + +# Initialize Slack app +app = App( + token=CONFIG.SLACK_BOT_TOKEN, + signing_secret=CONFIG.SLACK_SIGNING_SECRET +) + +# Initialize components +state_manager = StateManager() +auth_handler = AuthHandler(CONFIG, state_manager) +databricks_client = DatabricksClient( + CONFIG.DATABRICKS_HOST, + CONFIG.SERVING_ENDPOINT_NAME +) + +logger.info("Slack bot initialized successfully") + + +@app.event("message") +async def message_handler(message, say, client): + """ + Handle incoming message events. + This is the main entry point for user messages. + """ + await handle_message_event( + message=message, + say=say, + client=client, + state_manager=state_manager, + auth_handler=auth_handler, + databricks_client=databricks_client, + logger=logger + ) + + +@app.event("app_mention") +async def handle_app_mention(event, say, client): + """ + Handle @mentions of the bot. + Treat as regular message. + """ + await handle_message_event( + message=event, + say=say, + client=client, + state_manager=state_manager, + auth_handler=auth_handler, + databricks_client=databricks_client, + logger=logger + ) + + +@app.command("/databricks-logout") +async def handle_logout_command(ack, command, respond): + """Handle /databricks-logout slash command""" + await ack() + user_id = command["user_id"] + auth_handler.handle_logout(user_id) + await respond("You have been logged out from Databricks.") + + +@app.command("/databricks-clear") +async def handle_clear_command(ack, command, respond): + """Handle /databricks-clear slash command to clear conversation history""" + await ack() + channel_id = command["channel_id"] + # For commands, we don't have a specific thread, so clear all history + # In production, you might want to handle this differently + await respond("Conversation history management via slash command is not fully implemented. Use 'clear' in a message instead.") + + +@app.event("app_home_opened") +async def handle_app_home_opened(event, client): + """ + Handle app home opened event. + Show welcome message and authentication status. + """ + user_id = event["user"] + is_authenticated = auth_handler.is_authenticated(user_id) + + blocks = [ + { + "type": "header", + "text": { + "type": "plain_text", + "text": "Welcome to Databricks Agent Bot" + } + }, + { + "type": "section", + "text": { + "type": "mrkdwn", + "text": "*What I can do:*\nā€¢ Answer questions using Databricks agents\nā€¢ Execute tool calls and show results\nā€¢ Maintain conversation context in threads" + } + }, + { + "type": "divider" + } + ] + + if is_authenticated: + blocks.append({ + "type": "section", + "text": { + "type": "mrkdwn", + "text": "āœ… *Status:* Authenticated\n\nYou can start chatting with me in any channel where I'm added!" + } + }) + else: + auth_message = auth_handler.create_auth_message(user_id, "app_home") + blocks.extend(auth_message["blocks"]) + + try: + client.views_publish( + user_id=user_id, + view={ + "type": "home", + "blocks": blocks + } + ) + except Exception as e: + logger.error(f"Error publishing home view: {e}") + + +# Custom route for OAuth callback +flask_app = Flask(__name__) + + +@flask_app.route("/oauth/callback", methods=["GET"]) +async def oauth_callback(): + """ + Handle OAuth callback from Databricks. + Exchanges authorization code for access token. + """ + try: + # Get authorization code and state from query parameters + code = request.args.get("code") + state = request.args.get("state") + error = request.args.get("error") + + if error: + logger.error(f"OAuth error: {error}") + return f""" + + +

āŒ Authentication Failed

+

Error: {error}

+

Please close this window and try again in Slack.

+ + + """, 400 + + if not code or not state: + logger.error("Missing code or state in OAuth callback") + return """ + + +

āŒ Invalid Request

+

Missing required parameters.

+

Please close this window and try again in Slack.

+ + + """, 400 + + # Parse state to get user_id + try: + user_id, channel_id = state.split(":") + except ValueError: + logger.error(f"Invalid state format: {state}") + return """ + + +

āŒ Invalid State

+

Please close this window and try again in Slack.

+ + + """, 400 + + # Validate state + if not auth_handler.validate_state(state, user_id): + logger.error(f"State validation failed for user {user_id}") + return """ + + +

āŒ Security Validation Failed

+

Please close this window and try again in Slack.

+ + + """, 400 + + # Exchange code for token + access_token, expires_in = await auth_handler.exchange_code_for_token(code, user_id) + + if not access_token: + logger.error(f"Failed to exchange code for token for user {user_id}") + return """ + + +

āŒ Token Exchange Failed

+

Unable to complete authentication.

+

Please close this window and try again in Slack.

+ + + """, 500 + + # Store token + state_manager.store_user_token(user_id, access_token, expires_in) + + logger.info(f"Successfully authenticated user {user_id}") + + # Send success message to Slack + try: + from slack_sdk import WebClient + slack_client = WebClient(token=CONFIG.SLACK_BOT_TOKEN) + slack_client.chat_postMessage( + channel=channel_id, + text=f"āœ… <@{user_id}> You're now authenticated! Send me a message to get started.", + ) + except Exception as e: + logger.error(f"Failed to send success message to Slack: {e}") + + # Return success page + return """ + + +

āœ… Authentication Successful!

+

You're now connected to Databricks.

+

You can close this window and return to Slack.

+ + + + """, 200 + + except Exception as e: + logger.error(f"Error in OAuth callback: {e}") + import traceback + traceback.print_exc() + return """ + + +

āŒ Error

+

An unexpected error occurred.

+

Please close this window and try again in Slack.

+ + + """, 500 + + +@app.error +async def custom_error_handler(error, body, logger): + """Global error handler""" + logger.error(f"Error: {error}") + logger.error(f"Request body: {body}") + + +def main(): + """Main entry point""" + try: + # HTTP mode with Flask for OAuth callback support + logger.info(f"Starting bot in HTTP mode on port {CONFIG.PORT}...") + logger.info(f"OAuth callback available at: http://localhost:{CONFIG.PORT}/oauth/callback") + + from slack_bolt.adapter.flask import SlackRequestHandler + handler = SlackRequestHandler(app) + + # Register Slack events endpoint + @flask_app.route("/slack/events", methods=["POST"]) + def slack_events(): + return handler.handle(request) + + # Start Flask server + flask_app.run(port=CONFIG.PORT, debug=False) + + except KeyboardInterrupt: + logger.info("Bot stopped by user") + except Exception as e: + logger.error(f"Error starting bot: {e}") + import traceback + traceback.print_exc() + sys.exit(1) + + +if __name__ == "__main__": + main() diff --git a/slack-bot/client/__init__.py b/slack-bot/client/__init__.py new file mode 100644 index 0000000..88eb439 --- /dev/null +++ b/slack-bot/client/__init__.py @@ -0,0 +1,3 @@ +from .databricks_client import DatabricksClient + +__all__ = ["DatabricksClient"] diff --git a/slack-bot/client/databricks_client.py b/slack-bot/client/databricks_client.py new file mode 100644 index 0000000..8bf55d2 --- /dev/null +++ b/slack-bot/client/databricks_client.py @@ -0,0 +1,199 @@ +# Copyright Ā© Databricks, Inc. All rights reserved. +# Licensed under the MIT License. + +import logging +import uuid + +import httpx +from databricks.sdk import WorkspaceClient +from databricks_ai_bridge.genie import Genie + +class DatabricksClient: + def __init__(self, databricks_host: str, request_timeout: float = 300): + self.databricks_host = databricks_host + self.client = httpx.AsyncClient( + timeout=httpx.Timeout(request_timeout), + ) + + async def exchange_token(self, provider_oauth_token: str): + + url = f"{self.databricks_host}/oidc/v1/token" + + data = { + "subject_token": provider_oauth_token, # replace with your JWT token variable + "subject_token_type": "urn:ietf:params:oauth:token-type:jwt", + "grant_type": "urn:ietf:params:oauth:grant-type:token-exchange", + "scope": "all-apis" + } + + response = await self.client.post(url, data=data) + + return response.json()['access_token'] + + def _throw_unexpected_endpoint_format(self): + raise Exception("This app can only run against ChatModel, ChatAgent, or ResponsesAgent endpoints") + + def _convert_to_responses_format(self, messages): + """Convert chat messages to ResponsesAgent API format.""" + input_messages = [] + for msg in messages: + if msg["role"] == "user": + input_messages.append({"role": "user", "content": msg["content"]}) + elif msg["role"] == "assistant": + # Handle assistant messages with tool calls + if msg.get("tool_calls"): + # Add function calls + for tool_call in msg["tool_calls"]: + input_messages.append({ + "type": "function_call", + "id": tool_call["id"], + "call_id": tool_call["id"], + "name": tool_call["function"]["name"], + "arguments": tool_call["function"]["arguments"] + }) + # Add assistant message if it has content + if msg.get("content"): + input_messages.append({ + "type": "message", + "id": msg.get("id", str(uuid.uuid4())), + "content": [{"type": "output_text", "text": msg["content"]}], + "role": "assistant" + }) + else: + # Regular assistant message + input_messages.append({ + "type": "message", + "id": msg.get("id", str(uuid.uuid4())), + "content": [{"type": "output_text", "text": msg["content"]}], + "role": "assistant" + }) + elif msg["role"] == "tool": + input_messages.append({ + "type": "function_call_output", + "call_id": msg.get("tool_call_id"), + "output": msg["content"] + }) + return input_messages + + def _parse_responses_output(self, response): + result_messages = [] + + logging.info(f"Response from openai client: {response}") + + for item in response.output: + logging.info(f"Item type: {item.type}") + if item.type == "message": + content = "".join([e.text for e in item.content if e.type == "output_text"]) + if content: + result_messages.append({"role": "assistant", "content": content}) + elif item.type == "function_call": + tool_calls = [{"id": item.call_id, + "type": "function", + "function": {"name": item.name, + "arguments": item.arguments}}] + + result_messages.append({"role": "assistant", "content": "", "tool_calls": tool_calls}) + elif item.type == "function_call_output": + result_messages.append({"role": "tool", "content": item.output, "tool_call_id": item.call_id}) + + logging.info(f"Response parsed from openai client: {result_messages}") + return result_messages + + def _parse_chat_response(self, response): + + logging.info(f"Response from openai client: {response}") + + result_messages = [] + if hasattr(response, "messages") and response.messages: + result_messages.extend(response.messages) + elif hasattr(response, "choices") and response.choices: + choice_message = response.choices[0].message + message_content = choice_message.content + if isinstance(choice_message.content, list): + message_content = "".join( + [part.get("text", "") for part in choice_message.content if part.get("type") == "text"]) + message = {"role": "assistant", "content": message_content} + if choice_message.tool_calls: + message["tool_calls"] = choice_message.tool_calls + result_messages.append(message) + return result_messages + + def _get_endpoint_task_type(self, workspace_client, endpoint_name: str) -> str: + """Get the task type of a serving endpoint.""" + try: + ep = workspace_client.serving_endpoints.get(endpoint_name) + return ep.task if ep.task else "chat/completions" + except Exception: + return "chat/completions" + + def _query_responses_endpoint(self, + workspace_client, + messages: list, + serving_endpoint_name: str) -> list: + + input_messages = self._convert_to_responses_format(messages) + + openai_client = workspace_client.serving_endpoints.get_open_ai_client() + + response = openai_client.responses.create(model=serving_endpoint_name, input=input_messages) + + result_messages = self._parse_responses_output(response) + + if not result_messages: + self._throw_unexpected_endpoint_format() + + return result_messages + + def _query_chat_endpoint(self, workspace_client, messages: list, serving_endpoint_name: str) -> list: + """Calls a model serving endpoint with chat/completions format.""" + + openai_client = workspace_client.serving_endpoints.get_open_ai_client() + + res = openai_client.chat.completions.create(model=serving_endpoint_name, messages=messages) + + result_messages = self._parse_chat_response(res) + + if not result_messages: + self._throw_unexpected_endpoint_format() + + return result_messages + + async def call_model_endpoint(self, + serving_endpoint_name: str, + text:str, + provider_oauth_token: str, + history:list): + + oauth_db_token = await self.exchange_token(provider_oauth_token) + + workspace_client = WorkspaceClient(host=self.databricks_host, token=oauth_db_token) + + task_type = self._get_endpoint_task_type(workspace_client, serving_endpoint_name) + + logging.info(f"Serving endpoint task type: {task_type}") + + logging.info(f"Actual history in the chatbot: {history}") + + messages = history + [{"role": "user", "content": text}] + + if task_type == "agent/v1/responses": + result_messages = self._query_responses_endpoint(workspace_client, messages, serving_endpoint_name) + else: + result_messages = self._query_chat_endpoint(workspace_client, messages, serving_endpoint_name) + + return result_messages + + async def call_genie_space(self, question: str, + provider_oauth_token:str, + conversation_id: str, + genie_space_id: str): + + oauth_db_token = await self.exchange_token(provider_oauth_token) + + workspace_client = WorkspaceClient(host=self.databricks_host, token=oauth_db_token) + + genie = Genie(genie_space_id, workspace_client) + + genie_result = genie.ask_question(question, conversation_id) + + return genie_result.result diff --git a/slack-bot/config.py b/slack-bot/config.py new file mode 100644 index 0000000..6db270c --- /dev/null +++ b/slack-bot/config.py @@ -0,0 +1,32 @@ +#!/usr/bin/env python3 +"""Slack Bot Configuration""" + +import os + + +class DefaultConfig: + """Slack Bot Configuration""" + + # Server settings + PORT = int(os.environ.get("PORT", "3000")) + + # Slack app credentials + SLACK_BOT_TOKEN = os.environ.get("SLACK_BOT_TOKEN", "") + SLACK_SIGNING_SECRET = os.environ.get("SLACK_SIGNING_SECRET", "") + SLACK_CLIENT_ID = os.environ.get("SLACK_CLIENT_ID", "") + SLACK_CLIENT_SECRET = os.environ.get("SLACK_CLIENT_SECRET", "") + + # OAuth settings for Databricks + DATABRICKS_HOST = os.environ.get("DATABRICKS_HOST", "") + DATABRICKS_CLIENT_ID = os.environ.get("DATABRICKS_CLIENT_ID", "") + DATABRICKS_CLIENT_SECRET = os.environ.get("DATABRICKS_CLIENT_SECRET", "") + + # Databricks serving endpoint + SERVING_ENDPOINT_NAME = os.environ.get("SERVING_ENDPOINT_NAME", "") + + # State storage (for production, use Redis or DynamoDB) + STATE_STORAGE = os.environ.get("STATE_STORAGE", "memory") # memory, redis, dynamodb + REDIS_URL = os.environ.get("REDIS_URL", "redis://localhost:6379") + + # OAuth callback URI (defaults to localhost for development) + OAUTH_REDIRECT_URI = os.environ.get("OAUTH_REDIRECT_URI", "") diff --git a/slack-bot/hackathon.py b/slack-bot/hackathon.py new file mode 100644 index 0000000..853936d --- /dev/null +++ b/slack-bot/hackathon.py @@ -0,0 +1,275 @@ +from typing import Callable, Dict, List, Literal, Optional, Union +import os +from dataclasses import dataclass + + +import autogen +from autogen import ConversableAgent, AssistantAgent, register_function +from typing_extensions import Annotated + + +from slack_bolt import App +from slack_bolt.adapter.socket_mode import SocketModeHandler + + +from agent import GenieAgent + + + + + +# llm={ +# "config_list": [ +# { +# "model": "databricks-meta-llama-3-1-70b-instruct", +# "api_key": os.environ.get("DATABRICKS_TOKEN"), +# "base_url": "https://e2-dogfood.staging.cloud.databricks.com/serving-endpoints" +# } +# ] +# } + + +llm={ + "config_list": [ + { + "model": "gpt-4o", + "api_key": os.environ.get("OPENAI_API_KEY"), + "temperature": 0.0 + } + ] +} + + +def ask_database(query: Annotated[str, "Natural language query to the database."]): + # ask genie + return None + + + + +class SlackUserProxyAgent(autogen.UserProxyAgent): + def __init__( + self, + name: str, + is_termination_msg: Optional[Callable[[Dict], bool]] = None, + max_consecutive_auto_reply: Optional[int] = None, + human_input_mode: Literal["ALWAYS", "TERMINATE", "NEVER"] = "ALWAYS", + function_map: Optional[Dict[str, Callable]] = None, + code_execution_config: Union[Dict, Literal[False]] = {}, + default_auto_reply: Optional[Union[str, Dict, None]] = "", + llm_config: Optional[Union[Dict, Literal[False]]] = False, + system_message: Optional[Union[str, List]] = "", + description: Optional[str] = None, + **kwargs, + ): + super().__init__( + name=name, + is_termination_msg=is_termination_msg, + max_consecutive_auto_reply=max_consecutive_auto_reply, + human_input_mode=human_input_mode, + function_map=function_map, + code_execution_config=code_execution_config, + default_auto_reply=default_auto_reply, + llm_config=llm_config, + system_message=system_message, + description=description, + **kwargs, + ) + + + def get_human_input(self, prmopt) -> str: + return "" + + + + +app = App(token=slack_bot_token) + + + + +@app.event("app_mention") +def handle_app_mention_events(body, logger): + print(f"app_mention: {body}") + + + + +@app.event("message") +def handle_message_events(message, say): + print("") + print(f">>> message={message}") + # print(f"{message['user']}: {message['text']}") + # say(f"Hey there <@{message['user']}>!") + + + # get bot user id + slack_bot_user_id = "xx" # app.client.test_auth()['user_id'] + + + # get histry of the channel + messages = get_history(message['channel']) + print("") + print(f">>> history={messages}") + newMessage = messages[-1] + messages = messages[:-1] + + + # create user proxyies + users = map(lambda x: x['name'], messages) + unique_users = set(users) + unique_users.discard(slack_bot_user_id) + + + user_proxy_agents = {} + for slack_user_id in unique_users: + user_proxy_agents[slack_user_id] = SlackUserProxyAgent( + name=slack_user_id, + system_message="", + code_execution_config=False, + human_input_mode="TERMINATE", # https://microsoft.github.io/autogen/docs/reference/agentchat/user_proxy_agent + #default_auto_reply="exit", + is_termination_msg=lambda x: True, + ) + + + # create agents + # joke = ConversableAgent( + # "joke", + # system_message="You can come up with very nice jokes.", + # llm_config=llm, + # code_execution_config=False, # Turn off code execution, by default it is off. + # function_map=None, # No registered functions, by default it is None. + # human_input_mode="NEVER", + # ) + + + # judge = ConversableAgent( + # "judge", + # system_message="Rate the joke based on creativity, humor, and originality.", + # llm_config=llm, + # code_execution_config=False, # Turn off code execution, by default it is off. + # function_map=None, # No registered functions, by default it is None. + # human_input_mode="NEVER", + # ) + + + # stale_data_checker = ConversableAgent( + # "check", + # system_message="Check table is older than 1 year, then let user know the name of the table if it is stale or not by tagging a user <@{U0776G4GQR5}>", + # llm_config=llm, + # code_execution_config=False, # Turn off code execution, by default it is off. + # function_map=None, # No registered functions, by default it is None. + # human_input_mode="NEVER", + # ) + + + table = GenieAgent( + space_id='01eeeaf13f6e1b0e91da8fc41228330b', + name="Agent_Table", + description="I can query information schema to find detailed info about tables.") + + data_polciy = ConversableAgent( + "Agent_Data_Policy", + description="Answer questions about data policy.", + system_message= + "You are an assistant that understands data policies but nothing else. " + "Please only provide relevant policy entries when asked. " + "Below are the data policies defined:\n " + "* A data table that was last modified half a year ago is considered stale." + "* A data table that contains more than 20 columns is considered complex.", + llm_config=llm, + code_execution_config=False, # Turn off code execution, by default it is off. + function_map=None, # No registered functions, by default it is None. + human_input_mode="NEVER", + ) + + + moon = UserProxyAgent( + name="User_Moonsoo", + description="A data engineer at Databricks.", + code_execution_config=False) + + + # Create planner agent. + planner = AssistantAgent( + name="Agent_Planner", + llm_config=llm, + description="Creates a plan for a complex task that might need more than one agents.", + system_message="You are a helpful AI assistant. You suggest a feasible plan " + "for finishing a complex task by decomposing it into sub-tasks. " + "Keep sub-task descriptions very concise.", + code_execution_config=False, + ) + + + moon = UserProxyAgent( + name="User_Moonsoo", + description="A data engineer at Databricks.", + code_execution_config=False) + + + groupchat = autogen.GroupChat(agents=list(user_proxy_agents.values()) + [table, data_polciy, moon], messages=[], max_round=10) + manager = autogen.GroupChatManager(groupchat, + system_message="You are moderating a channel with a few agents and users. " + "For a request that is relevant to more than one agent/user, " + f"please ask the {planner.name} agent to create a plan first.", + llm_config=llm) + + + + user_proxy_agents[newMessage['name']].initiate_chat( + manager, message=newMessage['content'] + ) + + + print("") + print(f">>> groupchat.messages={groupchat.messages}") + agent_messages = groupchat.messages[1:] + for msg in agent_messages: + icon = ":robot_face:" + if msg['name'] == 'Table': + icon = ":magic_wand:" + + + say( + text = f"{msg['content']}", + icon_emoji = icon, + username = msg['name'] # https://github.com/slackapi/bolt-python/blob/main/slack_bolt/context/say/say.py#L61, https://api.slack.com/methods/chat.postMessage + ) + + + + + + +def get_history(channel_id): + result = app.client.conversations_history(channel=channel_id) + # print(f">>> history_result = {result}") + history = result['messages'] + if history == None: + history = [] + + + messages = [] + for msg in reversed(history): + # print(f"msg={msg['text']}, user={msg['user']}") + if 'user' not in msg: + print(f"Skipping message without user: {msg}") + continue + + + messages.append({ + "role": "user", + "name": msg['user'], + "content": msg['text'] + }) + + + return messages + + +if __name__ == "__main__": + SocketModeHandler(app, slack_app_token).start() + + diff --git a/slack-bot/handlers/__init__.py b/slack-bot/handlers/__init__.py new file mode 100644 index 0000000..9e7afca --- /dev/null +++ b/slack-bot/handlers/__init__.py @@ -0,0 +1,4 @@ +from .message_handler import handle_message_event +from .auth_handler import AuthHandler + +__all__ = ["handle_message_event", "AuthHandler"] diff --git a/slack-bot/handlers/auth_handler.py b/slack-bot/handlers/auth_handler.py new file mode 100644 index 0000000..4ce6f23 --- /dev/null +++ b/slack-bot/handlers/auth_handler.py @@ -0,0 +1,166 @@ +"""OAuth authentication handler for Databricks""" + +import logging +import httpx +import hashlib +import base64 +import secrets +from typing import Dict, Optional, Tuple +from urllib.parse import urlencode + + +class AuthHandler: + """Handles OAuth flow for Databricks authentication with PKCE""" + + def __init__(self, config, state_manager): + self.config = config + self.state_manager = state_manager + + def _generate_pkce_pair(self) -> Tuple[str, str]: + """ + Generate PKCE code verifier and code challenge. + Following RFC 7636 for OAuth PKCE. + """ + # Generate code verifier (43-128 characters) + code_verifier = base64.urlsafe_b64encode(secrets.token_bytes(32)).decode('utf-8').rstrip('=') + + # Generate code challenge using S256 method + code_challenge = base64.urlsafe_b64encode( + hashlib.sha256(code_verifier.encode('utf-8')).digest() + ).decode('utf-8').rstrip('=') + + return code_verifier, code_challenge + + def get_auth_url(self, user_id: str, channel_id: str) -> str: + """ + Generate OAuth URL for Databricks authentication with PKCE. + Based on: https://docs.databricks.com/en/dev-tools/auth/oauth-m2m.html + """ + # Generate PKCE pair + code_verifier, code_challenge = self._generate_pkce_pair() + + # Store state and code verifier for callback validation + state = f"{user_id}:{channel_id}" + self.state_manager.set_user_data(user_id, "oauth_state", state) + self.state_manager.set_user_data(user_id, "code_verifier", code_verifier) + + # Build OAuth URL with PKCE + # Use databricks-cli as client_id if no custom client_id is configured + client_id = self.config.DATABRICKS_CLIENT_ID or "databricks-cli" + + oauth_url = ( + f"{self.config.DATABRICKS_HOST}/oidc/v1/authorize" + f"?client_id={client_id}" + f"&redirect_uri={self._get_redirect_uri()}" + f"&response_type=code" + f"&state={state}" + f"&code_challenge={code_challenge}" + f"&code_challenge_method=S256" + f"&scope=all-apis+offline_access" + ) + + return oauth_url + + def _get_redirect_uri(self) -> str: + """Get OAuth redirect URI""" + # For local development, use localhost + # For production, set OAUTH_REDIRECT_URI environment variable + redirect_uri = getattr(self.config, 'OAUTH_REDIRECT_URI', None) + if redirect_uri: + return redirect_uri + return f"http://localhost:{self.config.PORT}/oauth/callback" + + def create_auth_message(self, user_id: str, channel_id: str) -> Dict: + """Create Slack message with authentication button""" + auth_url = self.get_auth_url(user_id, channel_id) + + return { + "text": "Please authenticate with Databricks to continue", + "blocks": [ + { + "type": "section", + "text": { + "type": "mrkdwn", + "text": "šŸ” *Authentication Required*\n\nPlease sign in to Databricks to use this bot." + } + }, + { + "type": "actions", + "elements": [ + { + "type": "button", + "text": { + "type": "plain_text", + "text": "Sign in to Databricks" + }, + "url": auth_url, + "action_id": "databricks_auth" + } + ] + } + ] + } + + def is_authenticated(self, user_id: str) -> bool: + """Check if user is authenticated""" + token = self.state_manager.get_user_token(user_id) + return token is not None + + def handle_logout(self, user_id: str): + """Handle user logout""" + self.state_manager.delete_user_token(user_id) + logging.info(f"User {user_id} logged out") + + async def exchange_code_for_token(self, code: str, user_id: str) -> Tuple[Optional[str], Optional[int]]: + """ + Exchange authorization code for access token using PKCE. + Implements OAuth 2.0 authorization code grant flow with PKCE. + """ + token_url = f"{self.config.DATABRICKS_HOST}/oidc/v1/token" + + # Retrieve code verifier from state + code_verifier = self.state_manager.get_user_data(user_id, "code_verifier") + if not code_verifier: + logging.error(f"Code verifier not found for user {user_id}") + return None, None + + # Use databricks-cli as client_id if no custom client_id is configured + client_id = self.config.DATABRICKS_CLIENT_ID or "databricks-cli" + + data = { + "grant_type": "authorization_code", + "code": code, + "redirect_uri": self._get_redirect_uri(), + "client_id": client_id, + "code_verifier": code_verifier, + } + + # Only include client_secret if using a custom OAuth app + if self.config.DATABRICKS_CLIENT_SECRET: + data["client_secret"] = self.config.DATABRICKS_CLIENT_SECRET + + try: + async with httpx.AsyncClient() as client: + response = await client.post(token_url, data=data) + response.raise_for_status() + token_data = response.json() + + access_token = token_data.get("access_token") + expires_in = token_data.get("expires_in", 3600) + + # Clean up code verifier after use + self.state_manager.set_user_data(user_id, "code_verifier", None) + + logging.info("Successfully exchanged code for token") + return access_token, expires_in + + except Exception as e: + logging.error(f"Error exchanging code for token: {e}") + if hasattr(e, 'response'): + logging.error(f"Response: {e.response.text if hasattr(e.response, 'text') else e.response}") + return None, None + + def validate_state(self, state: str, user_id: str) -> bool: + """Validate OAuth state parameter to prevent CSRF attacks""" + stored_state = self.state_manager.get_user_data(user_id, "oauth_state") + return stored_state == state diff --git a/slack-bot/handlers/message_handler.py b/slack-bot/handlers/message_handler.py new file mode 100644 index 0000000..ea82f97 --- /dev/null +++ b/slack-bot/handlers/message_handler.py @@ -0,0 +1,190 @@ +"""Message event handler for Slack bot""" + +import logging +from typing import Dict, List +from slack_sdk import WebClient + + +async def handle_message_event( + message: Dict, + say, + client: WebClient, + state_manager, + auth_handler, + databricks_client, + logger +): + """ + Handle incoming Slack message events. + Responds in thread with ephemeral messages when appropriate. + """ + try: + # Extract message details + user_id = message.get("user") + text = message.get("text", "").strip() + channel_id = message.get("channel") + thread_ts = message.get("thread_ts") or message.get("ts") + + # Ignore bot messages and empty messages + if not user_id or not text or message.get("bot_id"): + return + + logger.info(f"Processing message from user {user_id}: {text}") + + # Handle special commands + if text.lower() == "logout": + await handle_logout(user_id, channel_id, thread_ts, say, auth_handler) + return + + if text.lower() == "clear": + await handle_clear_history(thread_ts, channel_id, user_id, say, state_manager) + return + + # Check authentication + if not auth_handler.is_authenticated(user_id): + logger.info(f"User {user_id} not authenticated") + auth_message = auth_handler.create_auth_message(user_id, channel_id) + + # Send ephemeral message (only visible to user) + client.chat_postEphemeral( + channel=channel_id, + user=user_id, + text=auth_message["text"], + blocks=auth_message.get("blocks") + ) + return + + # Get user's OAuth token + user_token = state_manager.get_user_token(user_id) + + # Get conversation history for this thread + history = state_manager.get_conversation_history(thread_ts) + + # Call Databricks agent + logger.info(f"Calling Databricks agent for user {user_id}") + response = await databricks_client.call_model_endpoint(text, user_token, history) + + # Process and send responses + await send_agent_responses( + response=response, + text=text, + channel_id=channel_id, + thread_ts=thread_ts, + user_id=user_id, + say=say, + client=client, + state_manager=state_manager + ) + + except Exception as e: + logger.error(f"Error handling message: {e}") + import traceback + traceback.print_exc() + + # Send error message as ephemeral + try: + client.chat_postEphemeral( + channel=channel_id, + user=user_id, + text="Sorry, an error occurred while processing your message. Please try again." + ) + except Exception: + pass + + +async def send_agent_responses( + response: List[Dict], + text: str, + channel_id: str, + thread_ts: str, + user_id: str, + say, + client: WebClient, + state_manager +): + """Send agent responses to Slack""" + # Add user message to history + state_manager.add_message_to_history(thread_ts, "user", text) + + tool_calls = {} + + for item in response: + if item["type"] == "message": + # Send message in thread (visible to everyone) + say( + text=item["text"], + thread_ts=thread_ts + ) + state_manager.add_message_to_history(thread_ts, "assistant", item["text"]) + + elif item["type"] == "tool_call": + # Store tool call for pairing with result + tool_calls[item["call_id"]] = item + + elif item["type"] == "tool_result": + # Pair with tool call and send as block + call_id = item["call_id"] + if call_id in tool_calls: + tool_call = tool_calls[call_id] + tool_call.update(item) + + # Create tool call card + tool_card = create_tool_call_block(tool_call) + + # Send in thread + say( + blocks=tool_card, + text=f"Tool: {tool_call['name']}", + thread_ts=thread_ts + ) + + +def create_tool_call_block(tool_call_info: Dict) -> List[Dict]: + """Create Slack blocks for tool call display""" + return [ + { + "type": "header", + "text": { + "type": "plain_text", + "text": "šŸ”§ Agent Tool Call" + } + }, + { + "type": "section", + "fields": [ + { + "type": "mrkdwn", + "text": f"*Tool:*\n{tool_call_info['name']}" + }, + { + "type": "mrkdwn", + "text": f"*Parameters:*\n```{tool_call_info['arguments']}```" + } + ] + }, + { + "type": "section", + "text": { + "type": "mrkdwn", + "text": f"*Result:*\n```{tool_call_info['output']}```" + } + } + ] + + +async def handle_logout(user_id: str, channel_id: str, thread_ts: str, say, auth_handler): + """Handle logout command""" + auth_handler.handle_logout(user_id) + say( + text="You have been logged out successfully.", + thread_ts=thread_ts + ) + + +async def handle_clear_history(thread_ts: str, channel_id: str, user_id: str, say, state_manager): + """Handle clear history command""" + state_manager.clear_conversation_history(thread_ts) + say( + text="Conversation history cleared.", + thread_ts=thread_ts + ) diff --git a/slack-bot/pyproject.toml b/slack-bot/pyproject.toml new file mode 100644 index 0000000..3305ae6 --- /dev/null +++ b/slack-bot/pyproject.toml @@ -0,0 +1,29 @@ +[project] +name = "databricks-slack-bot" +version = "0.1.0" +description = "Slack bot for Databricks Agent integration" +requires-python = ">=3.8" +dependencies = [ + "slack-bolt>=1.18.0", + "slack-sdk>=3.23.0", + "Flask>=3.0.0", + "aiohttp>=3.9.0", + "databricks-sdk>=0.18.0", + "httpx>=0.25.0", + "python-dotenv>=1.0.0", +] + +[project.optional-dependencies] +dev = [ + "pytest>=7.0.0", + "black>=23.0.0", + "ruff>=0.1.0", +] + +[tool.black] +line-length = 100 +target-version = ['py38', 'py39', 'py310', 'py311'] + +[tool.ruff] +line-length = 100 +target-version = "py38" diff --git a/slack-bot/references/databricks-oauth-flow.md b/slack-bot/references/databricks-oauth-flow.md new file mode 100644 index 0000000..ba650d2 --- /dev/null +++ b/slack-bot/references/databricks-oauth-flow.md @@ -0,0 +1,182 @@ +# Databricks OAuth Authorization Flow + +This document contains the official Databricks documentation for implementing OAuth 2.0 authorization with PKCE. + +## Generate a workspace-level authorization code + +In your browser, navigate to the URL with the following replacements: + +- ``: Your Databricks workspace instance name, for example `dbc-a1b2345c-d6e7.cloud.databricks.com` +- ``: A local redirect (for example, `http://localhost:8020`) +- ``: Any plain-text value for response validation +- ``: The challenge string from Step 1 + +### Authorization URL Format + +``` +https:///oidc/v1/authorize +?client_id=databricks-cli +&redirect_uri= +&response_type=code +&state= +&code_challenge= +&code_challenge_method=S256 +&scope=all-apis+offline_access +``` + +### Steps + +1. **Navigate to the authorization URL** in your browser with the appropriate parameters + +2. **Log in when prompted** to access your Databricks account + +3. **Copy the authorization code** from your browser's address bar. It's the value after `code=` and before `&` in the redirect URL: + ``` + http://localhost:8020/?code=dcod...7fe6&state= + ``` + +4. **Verify that the state value** matches what you originally provided. If it doesn't, discard the code. + +5. **Continue to Generate a workspace-level access token** + +## Key Parameters Explained + +### client_id +- For development: Use `databricks-cli` (pre-configured in all workspaces) +- For production: Use your custom OAuth app's client ID + +### redirect_uri +- Must match exactly what's configured in your OAuth app +- For local development: `http://localhost:/oauth/callback` +- For production: `https://your-domain.com/oauth/callback` + +### response_type +- Always `code` for authorization code grant flow + +### state +- A random string to prevent CSRF attacks +- Must be verified in the callback +- Format: Any plain-text value (we use `user_id:channel_id`) + +### code_challenge +- SHA256 hash of the `code_verifier` +- Used in PKCE to prevent authorization code interception attacks +- Generated using: `base64urlsafe(sha256(code_verifier))` + +### code_challenge_method +- Always `S256` (SHA256 hashing) +- More secure than `plain` method + +### scope +- `all-apis`: Access to all Databricks APIs +- `offline_access`: Allows refresh tokens for long-lived access +- Multiple scopes separated by `+` or space + +## PKCE (Proof Key for Code Exchange) + +PKCE is an extension to the OAuth 2.0 authorization code flow that prevents authorization code interception attacks. + +### Code Verifier +- Random string, 43-128 characters +- Generated using: `base64urlsafe(random_bytes(32))` +- Must be stored securely until token exchange + +### Code Challenge +- Derived from code verifier +- Sent in authorization request +- Calculated as: `base64urlsafe(sha256(code_verifier))` + +### Why PKCE? +- Protects against authorization code interception +- Especially important for mobile apps and SPAs +- No need to expose client_secret in public clients + +## Token Exchange (Next Step) + +After receiving the authorization code, exchange it for an access token: + +```http +POST https:///oidc/v1/token +Content-Type: application/x-www-form-urlencoded + +grant_type=authorization_code +&code= +&redirect_uri= +&client_id=databricks-cli +&code_verifier= +``` + +If using a custom OAuth app with client secret: +```http +POST https:///oidc/v1/token +Content-Type: application/x-www-form-urlencoded + +grant_type=authorization_code +&code= +&redirect_uri= +&client_id= +&client_secret= +&code_verifier= +``` + +### Response + +```json +{ + "access_token": "dapi...", + "token_type": "Bearer", + "expires_in": 3600, + "refresh_token": "...", + "scope": "all-apis offline_access" +} +``` + +## Security Best Practices + +1. **Always validate the state parameter** in the callback +2. **Store code_verifier securely** until token exchange +3. **Use HTTPS in production** for all OAuth endpoints +4. **Never log or expose** access tokens or refresh tokens +5. **Implement token refresh logic** before expiration +6. **Use short-lived access tokens** with refresh tokens +7. **Store tokens encrypted at rest** +8. **Implement proper session management** + +## Common Errors + +### "Redirect URI mismatch" +- The redirect_uri in request doesn't match OAuth app configuration +- Solution: Update OAuth app settings or fix redirect_uri parameter + +### "Invalid client_id" +- Client ID not recognized +- Solution: Check client_id spelling or create OAuth app + +### "Invalid code_challenge" +- Code challenge format incorrect +- Solution: Ensure proper base64url encoding and SHA256 hashing + +### "Code has expired" +- Authorization codes typically expire in 10 minutes +- Solution: Complete token exchange quickly after receiving code + +### "Invalid code_verifier" +- code_verifier doesn't match code_challenge +- Solution: Ensure same code_verifier used for authorization and token exchange + +## References + +- [RFC 7636 - Proof Key for Code Exchange](https://tools.ietf.org/html/rfc7636) +- [OAuth 2.0 Authorization Framework](https://tools.ietf.org/html/rfc6749) +- [Databricks OAuth Documentation](https://docs.databricks.com/en/dev-tools/auth/oauth-m2m.html) + +## Implementation in This Bot + +The Slack bot implements this flow in: + +- **Authorization URL generation**: `slack-bot/handlers/auth_handler.py` (lines 34-62) +- **PKCE pair generation**: `slack-bot/handlers/auth_handler.py` (lines 19-32) +- **Token exchange**: `slack-bot/handlers/auth_handler.py` (lines 88-135) +- **OAuth callback handler**: `slack-bot/app.py` (lines 175-296) + +See `OAUTH_SETUP.md` for detailed setup instructions. diff --git a/slack-bot/requirements.txt b/slack-bot/requirements.txt new file mode 100644 index 0000000..d8e8050 --- /dev/null +++ b/slack-bot/requirements.txt @@ -0,0 +1,18 @@ +# Slack SDK +slack-bolt>=1.18.0 +slack-sdk>=3.23.0 + +# Web framework +Flask>=3.0.0 + +# Async support +aiohttp>=3.9.0 + +# Databricks SDK +databricks-sdk>=0.18.0 + +# HTTP client +httpx>=0.25.0 + +# Environment variables (optional) +python-dotenv>=1.0.0 diff --git a/slack-bot/storage/__init__.py b/slack-bot/storage/__init__.py new file mode 100644 index 0000000..dd564be --- /dev/null +++ b/slack-bot/storage/__init__.py @@ -0,0 +1,3 @@ +from .state_manager import StateManager + +__all__ = ["StateManager"] diff --git a/slack-bot/storage/state_manager.py b/slack-bot/storage/state_manager.py new file mode 100644 index 0000000..9c7404b --- /dev/null +++ b/slack-bot/storage/state_manager.py @@ -0,0 +1,81 @@ +"""State management for Slack bot conversations and user data""" + +import logging +from typing import Dict, List, Optional +from datetime import datetime, timedelta + + +class StateManager: + """ + Manages conversation state and user authentication data. + In production, replace with Redis, DynamoDB, or similar persistent storage. + """ + + def __init__(self): + # In-memory storage (replace with Redis/DB for production) + self._user_tokens: Dict[str, Dict] = {} # user_id -> {token, expires_at} + self._conversation_history: Dict[str, List[Dict]] = {} # thread_ts -> messages + self._user_data: Dict[str, Dict] = {} # user_id -> user data + + # User token management + def store_user_token(self, user_id: str, token: str, expires_in: int = 3600): + """Store OAuth token for a user""" + expires_at = datetime.utcnow() + timedelta(seconds=expires_in) + self._user_tokens[user_id] = { + "token": token, + "expires_at": expires_at + } + logging.info(f"Stored token for user {user_id}") + + def get_user_token(self, user_id: str) -> Optional[str]: + """Retrieve OAuth token for a user""" + if user_id not in self._user_tokens: + return None + + token_data = self._user_tokens[user_id] + if datetime.utcnow() > token_data["expires_at"]: + logging.info(f"Token expired for user {user_id}") + del self._user_tokens[user_id] + return None + + return token_data["token"] + + def delete_user_token(self, user_id: str): + """Delete user's OAuth token (logout)""" + if user_id in self._user_tokens: + del self._user_tokens[user_id] + logging.info(f"Deleted token for user {user_id}") + + # Conversation history management + def get_conversation_history(self, thread_ts: str) -> List[Dict]: + """Get conversation history for a thread""" + return self._conversation_history.get(thread_ts, []) + + def add_message_to_history(self, thread_ts: str, role: str, content: str): + """Add a message to conversation history""" + if thread_ts not in self._conversation_history: + self._conversation_history[thread_ts] = [] + + self._conversation_history[thread_ts].append({ + "role": role, + "content": content + }) + + def clear_conversation_history(self, thread_ts: str): + """Clear conversation history for a thread""" + if thread_ts in self._conversation_history: + del self._conversation_history[thread_ts] + logging.info(f"Cleared history for thread {thread_ts}") + + # User data management + def set_user_data(self, user_id: str, key: str, value): + """Store user-specific data""" + if user_id not in self._user_data: + self._user_data[user_id] = {} + self._user_data[user_id][key] = value + + 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Murching --- slack-bot/.env.example | 5 + slack-bot/RUN.md | 5 +- slack-bot/SOCKET_MODE_SETUP.md | 242 +++++++++++++++++++++++++++++++++ slack-bot/app.py | 52 +++++-- slack-bot/config.py | 3 + 5 files changed, 292 insertions(+), 15 deletions(-) create mode 100644 slack-bot/SOCKET_MODE_SETUP.md diff --git a/slack-bot/.env.example b/slack-bot/.env.example index 43428d1..f297428 100644 --- a/slack-bot/.env.example +++ b/slack-bot/.env.example @@ -4,6 +4,11 @@ SLACK_SIGNING_SECRET=your-signing-secret-here SLACK_CLIENT_ID=your-client-id-here SLACK_CLIENT_SECRET=your-client-secret-here +# Socket Mode (recommended for local development) +# Create app-level token with connections:write scope +# Get from: https://api.slack.com/apps/YOUR_APP_ID/app-level-tokens +SLACK_APP_TOKEN=xapp-your-app-level-token-here + # Databricks Configuration DATABRICKS_HOST=https://your-workspace.databricks.com # For local development with databricks-cli, leave CLIENT_ID and CLIENT_SECRET empty diff --git a/slack-bot/RUN.md b/slack-bot/RUN.md index 84aee2e..786a8cc 100644 --- a/slack-bot/RUN.md +++ b/slack-bot/RUN.md @@ -38,11 +38,14 @@ cp .env.example .env The app will automatically load from `.env.local` first, then fall back to `.env`. Required variables: -- `SLACK_BOT_TOKEN` - Your Slack bot token +- `SLACK_BOT_TOKEN` - Your Slack bot token (xoxb-...) - `SLACK_SIGNING_SECRET` - Your Slack signing secret +- `SLACK_APP_TOKEN` - Your app-level token for Socket Mode (xapp-...) - `DATABRICKS_HOST` - Your Databricks workspace URL - `SERVING_ENDPOINT_NAME` - Your agent endpoint name +**Important**: You need `SLACK_APP_TOKEN` for Socket Mode (local development). See `SOCKET_MODE_SETUP.md` for detailed setup instructions. + ## Development Workflow ### Install with dev dependencies diff --git a/slack-bot/SOCKET_MODE_SETUP.md b/slack-bot/SOCKET_MODE_SETUP.md new file mode 100644 index 0000000..13e3fa9 --- /dev/null +++ b/slack-bot/SOCKET_MODE_SETUP.md @@ -0,0 +1,242 @@ +# Socket Mode Setup for Local Development + +Socket Mode allows you to run the Slack bot on your laptop without exposing a public URL. It uses WebSockets to connect to Slack. + +## Why Socket Mode? + +**Without Socket Mode (HTTP Mode):** +- āŒ Need public URL (ngrok, port forwarding, etc.) +- āŒ Configure Event Subscriptions URL in Slack +- āŒ Complex firewall setup +- āŒ Harder to debug + +**With Socket Mode:** +- āœ… No public URL needed +- āœ… Runs entirely on localhost +- āœ… Perfect for development +- āœ… Easy to debug + +## Setup Steps + +### 1. Enable Socket Mode in Slack App + +1. Go to [api.slack.com/apps](https://api.slack.com/apps) +2. Select your app +3. Click **Socket Mode** in the left sidebar +4. **Enable Socket Mode** +5. You'll be prompted to create an app-level token + +### 2. Create App-Level Token + +1. Click **Generate Token and Scopes** +2. **Token Name**: `socket-mode-token` (or any name) +3. **Add Scopes**: + - `connections:write` (required for Socket Mode) +4. Click **Generate** +5. **Copy the token** (starts with `xapp-`) + - āš ļø You can only see this once! Save it securely. + +### 3. Update Your `.env.local` + +Add the app-level token: + +```bash +# Existing tokens +SLACK_BOT_TOKEN=xoxb-your-bot-token +SLACK_SIGNING_SECRET=your-signing-secret +SLACK_CLIENT_ID=your-client-id +SLACK_CLIENT_SECRET=your-client-secret + +# Add this for Socket Mode +SLACK_APP_TOKEN=xapp-1-A07xxxxx-7724xxxxx-xxxxxxxxxxxxx + +# Other config +DATABRICKS_HOST=https://your-workspace.databricks.com +SERVING_ENDPOINT_NAME=your-endpoint-name +PORT=3000 +``` + +### 4. Disable Event Subscriptions URL (Optional) + +Since you're using Socket Mode, you don't need the Event Subscriptions URL: + +1. Go to **Event Subscriptions** +2. You can leave **Enable Events** ON (Socket Mode still uses these subscriptions) +3. But **Request URL** is not needed (can be left empty or disabled) + +### 5. Run the Bot + +```bash +python app.py +``` + +You should see: + +``` +Loaded environment from: .env.local +INFO - Starting bot in Socket Mode (WebSocket)... +INFO - OAuth callback available at: http://localhost:3000/oauth/callback +INFO - OAuth callback server running on port 3000 +INFO - Socket Mode handler starting... +INFO - A new session has been established +``` + +## How It Works + +### Architecture + +``` +ā”Œā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā” WebSocket ā”Œā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā” +ā”‚ ā”‚ā—„ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā–ŗā”‚ ā”‚ +ā”‚ Your Bot ā”‚ Slack Events & Commands ā”‚ Slack ā”‚ +ā”‚ (localhost) ā”‚ ā”‚ ā”‚ +ā””ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”˜ ā””ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”˜ + ā”‚ + ā”‚ HTTP (localhost only) + ā–¼ +ā”Œā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā” +ā”‚ Browser ā”‚ OAuth Callback +ā”‚ (User) ā”‚ http://localhost:3000/oauth/callback +ā””ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”˜ +``` + +### Two Connections + +1. **WebSocket (Socket Mode)**: + - Slack events (messages, mentions, etc.) ā†’ Your bot + - Bot responses ā†’ Slack + - No public URL needed + +2. **HTTP (OAuth Callback)**: + - User clicks "Sign in to Databricks" + - Browser redirects to Databricks OAuth + - Databricks redirects back to `http://localhost:3000/oauth/callback` + - Only needs localhost, no public URL + +## Verification + +### Check Socket Mode is Working + +When you start the bot, look for: + +``` +INFO - Starting bot in Socket Mode (WebSocket)... +INFO - Socket Mode handler starting... +``` + +NOT this: +``` +INFO - No SLACK_APP_TOKEN found, starting in HTTP mode... +``` + +### Test the Bot + +1. **Send a message** in Slack to a channel where the bot is installed +2. Check bot logs - you should see: + ``` + INFO - Processing message from user U123456: hello + ``` + +3. If authentication is needed, bot will respond with ephemeral message (only you can see) + +## Troubleshooting + +### "No SLACK_APP_TOKEN found, starting in HTTP mode" + +**Cause**: App-level token not set or not loaded from `.env.local` + +**Solution**: +```bash +# Check .env.local has the token +cat .env.local | grep SLACK_APP_TOKEN + +# Should show: +SLACK_APP_TOKEN=xapp-1-... + +# If missing, add it and restart +``` + +### "Connection to Slack failed" + +**Cause**: Socket Mode not enabled or token invalid + +**Solution**: +1. Verify Socket Mode is enabled in Slack app settings +2. Verify token starts with `xapp-` +3. Regenerate token if needed + +### "Events not being received" + +**Cause**: Event subscriptions not configured + +**Solution**: +1. Go to **Event Subscriptions** in Slack app +2. Verify you're subscribed to events like: + - `message.channels` + - `message.groups` + - `message.im` + - `app_mention` + +### OAuth callback not working + +**Cause**: Flask server not starting or port blocked + +**Solution**: +```bash +# Check port is free +lsof -i :3000 + +# Try different port in .env.local +PORT=3001 +``` + +## HTTP Mode (Alternative) + +If you prefer HTTP mode (requires public URL): + +1. **Don't set** `SLACK_APP_TOKEN` in `.env.local` +2. **Expose your localhost** using ngrok: + ```bash + ngrok http 3000 + ``` +3. **Configure Event Subscriptions URL** in Slack: + ``` + https://your-ngrok-url.ngrok.io/slack/events + ``` +4. **Run the bot**: + ```bash + python app.py + ``` + +Bot will automatically use HTTP mode if no `SLACK_APP_TOKEN` is found. + +## Production Deployment + +For production, you have two options: + +### Option 1: Socket Mode (Easier) +- Keep using Socket Mode +- Deploy on any server (doesn't need public URL) +- Just set `SLACK_APP_TOKEN` in production environment + +### Option 2: HTTP Mode (More Scalable) +- Don't set `SLACK_APP_TOKEN` +- Set up public HTTPS endpoint +- Configure Event Subscriptions URL in Slack +- Use production WSGI server (Gunicorn, uWSGI) + +Socket Mode is simpler but HTTP mode can be more scalable for high-traffic bots. + +## Security Notes + +- āœ… App-level tokens are sensitive - never commit to git +- āœ… `.env.local` is in `.gitignore` +- āœ… Use separate tokens for dev/staging/prod +- āœ… Rotate tokens if compromised +- āœ… Socket Mode connection is encrypted (WSS) + +## References + +- [Slack Socket Mode Documentation](https://api.slack.com/apis/connections/socket) +- [Socket Mode vs HTTP Mode](https://api.slack.com/apis/connections/socket-implement) +- [App-Level Tokens](https://api.slack.com/authentication/token-types#app) diff --git a/slack-bot/app.py b/slack-bot/app.py index e84e437..843c1a0 100644 --- a/slack-bot/app.py +++ b/slack-bot/app.py @@ -322,20 +322,44 @@ async def custom_error_handler(error, body, logger): def main(): """Main entry point""" try: - # HTTP mode with Flask for OAuth callback support - logger.info(f"Starting bot in HTTP mode on port {CONFIG.PORT}...") - logger.info(f"OAuth callback available at: http://localhost:{CONFIG.PORT}/oauth/callback") - - from slack_bolt.adapter.flask import SlackRequestHandler - handler = SlackRequestHandler(app) - - # Register Slack events endpoint - @flask_app.route("/slack/events", methods=["POST"]) - def slack_events(): - return handler.handle(request) - - # Start Flask server - flask_app.run(port=CONFIG.PORT, debug=False) + # Use Socket Mode for local development (recommended) + # Socket Mode uses WebSocket connection, no public URL needed + slack_app_token = getattr(CONFIG, 'SLACK_APP_TOKEN', None) + + if slack_app_token: + logger.info("Starting bot in Socket Mode (WebSocket)...") + logger.info(f"OAuth callback available at: http://localhost:{CONFIG.PORT}/oauth/callback") + + # Start Flask server in background thread for OAuth callbacks + import threading + flask_thread = threading.Thread( + target=lambda: flask_app.run(port=CONFIG.PORT, debug=False, use_reloader=False), + daemon=True + ) + flask_thread.start() + logger.info(f"OAuth callback server running on port {CONFIG.PORT}") + + # Start Socket Mode handler (blocking) + handler = SocketModeHandler(app, slack_app_token) + logger.info("Socket Mode handler starting...") + handler.start() + + else: + # Fallback to HTTP mode if no app token provided + logger.info("No SLACK_APP_TOKEN found, starting in HTTP mode...") + logger.info(f"HTTP mode requires public URL for Slack events") + logger.info(f"OAuth callback available at: http://localhost:{CONFIG.PORT}/oauth/callback") + + from slack_bolt.adapter.flask import SlackRequestHandler + handler = SlackRequestHandler(app) + + # Register Slack events endpoint + @flask_app.route("/slack/events", methods=["POST"]) + def slack_events(): + return handler.handle(request) + + # Start Flask server + flask_app.run(port=CONFIG.PORT, debug=False) except KeyboardInterrupt: logger.info("Bot stopped by user") diff --git a/slack-bot/config.py b/slack-bot/config.py index 6db270c..61f69f8 100644 --- a/slack-bot/config.py +++ b/slack-bot/config.py @@ -16,6 +16,9 @@ class DefaultConfig: SLACK_CLIENT_ID = os.environ.get("SLACK_CLIENT_ID", "") SLACK_CLIENT_SECRET = os.environ.get("SLACK_CLIENT_SECRET", "") + # Socket Mode (for local development - no public URL needed) + SLACK_APP_TOKEN = os.environ.get("SLACK_APP_TOKEN", "") + # OAuth settings for Databricks DATABRICKS_HOST = os.environ.get("DATABRICKS_HOST", "") DATABRICKS_CLIENT_ID = os.environ.get("DATABRICKS_CLIENT_ID", "") From 8fdfd522ff5783c5ace3a8764cb2d07e09de961f Mon Sep 17 00:00:00 2001 From: Sid Murching Date: Fri, 24 Oct 2025 11:16:33 -0700 Subject: [PATCH 11/21] Bot replies work, but oauth flow does not Signed-off-by: Sid Murching --- slack-bot/RUN.md | 208 ++++++++++---- slack-bot/app.py | 383 ++------------------------ slack-bot/handlers/message_handler.py | 17 +- 3 files changed, 199 insertions(+), 409 deletions(-) diff --git a/slack-bot/RUN.md b/slack-bot/RUN.md index 786a8cc..66b2e8a 100644 --- a/slack-bot/RUN.md +++ b/slack-bot/RUN.md @@ -1,6 +1,6 @@ -# Running the Slack Bot with uv +# Running the Slack Bot (Updated Architecture) -## Quick Start with uv +## Quick Start ### 1. Install dependencies (one-time setup) @@ -8,43 +8,125 @@ uv pip install -r requirements.txt ``` -### 2. Run the bot +### 2. Configure environment ```bash -python app.py +cp .env.example .env.local +# Edit .env.local with your credentials ``` -### 3. Alternative: One-liner (uv handles everything) +### 3. Run the bot ```bash -# uv will handle dependencies automatically -uv run --with slack-bolt --with slack-sdk --with Flask --with databricks-sdk --with httpx --with python-dotenv python app.py +python app.py # Auto-detects mode +# OR +python app_socket.py # Force Socket Mode (recommended) ``` -## Setup Environment Variables +## File Structure + +``` +app.py # šŸš€ Auto-detects and launches +app_socket.py # āš” Socket Mode (clean, minimal) +http_mode.py # šŸŒ HTTP/Events API (production) +oauth_server.py # šŸ” OAuth callback handler (shared) +``` + +## Modes + +### Socket Mode (Recommended) -Before running, create a `.env` or `.env.local` file: +**Best for:** Local development, simple deployments +**What you need:** ```bash -# Option 1: Use .env.local (recommended for local development) -cp .env.example .env.local -# Edit .env.local with your credentials +SLACK_BOT_TOKEN=xoxb-... +SLACK_APP_TOKEN=xapp-... # Required! +DATABRICKS_HOST=https://... +SERVING_ENDPOINT_NAME=... +``` + +**Run:** +```bash +python app_socket.py +``` + +**Advantages:** +- āœ… No public URL needed +- āœ… Works on laptop +- āœ… Easy to debug +- āœ… Clean, minimal code + +### HTTP Mode + +**Best for:** Production deployments + +**What you need:** +- Public HTTPS URL +- Event Subscriptions configured in Slack + +**Run:** +```bash +python http_mode.py +``` + +## Environment Variables + +### Required + +```bash +# Slack +SLACK_BOT_TOKEN=xoxb-... +SLACK_APP_TOKEN=xapp-... # For Socket Mode +SLACK_SIGNING_SECRET=... + +# Databricks +DATABRICKS_HOST=https://your-workspace.databricks.com +SERVING_ENDPOINT_NAME=your-endpoint-name +``` + +### Optional -# Option 2: Use .env -cp .env.example .env -# Edit .env with your credentials +```bash +# OAuth (defaults to databricks-cli) +DATABRICKS_CLIENT_ID= +DATABRICKS_CLIENT_SECRET= + +# Server +PORT=3000 + +# State storage +STATE_STORAGE=memory +REDIS_URL=redis://localhost:6379 ``` -The app will automatically load from `.env.local` first, then fall back to `.env`. +**Important:** +- Don't set `SLACK_CLIENT_ID` or `SLACK_CLIENT_SECRET` (only needed for multi-workspace OAuth) +- Leave `DATABRICKS_CLIENT_ID` empty to use `databricks-cli` (easier for development) + +## Setup Guide -Required variables: -- `SLACK_BOT_TOKEN` - Your Slack bot token (xoxb-...) -- `SLACK_SIGNING_SECRET` - Your Slack signing secret -- `SLACK_APP_TOKEN` - Your app-level token for Socket Mode (xapp-...) -- `DATABRICKS_HOST` - Your Databricks workspace URL -- `SERVING_ENDPOINT_NAME` - Your agent endpoint name +See `SOCKET_MODE_SETUP.md` for detailed Socket Mode setup. -**Important**: You need `SLACK_APP_TOKEN` for Socket Mode (local development). See `SOCKET_MODE_SETUP.md` for detailed setup instructions. +See `OAUTH_SETUP.md` for Databricks OAuth configuration. + +See `README_ARCHITECTURE.md` for architecture details. + +## Troubleshooting + +See `TROUBLESHOOTING.md` for common issues. + +**Quick checks:** +```bash +# Test configuration +python test_connection.py + +# Check bot is running +ps aux | grep python + +# View logs (Socket Mode) +# Logs print to stdout +``` ## Development Workflow @@ -72,44 +154,74 @@ uv run ruff check . - **Fast**: 10-100x faster than pip - **Reliable**: Deterministic dependency resolution - **Simple**: No need for venv management -- **Modern**: Built in Rust, replaces pip, pip-tools, and virtualenv +- **Modern**: Built in Rust -## Troubleshooting - -### "uv: command not found" +## What Changed? -Install uv: -```bash -curl -LsSf https://astral.sh/uv/install.sh | sh +### Old Structure +``` +app.py (500+ lines) +ā”œā”€ Socket Mode code +ā”œā”€ HTTP Mode code +ā”œā”€ OAuth callback +ā””ā”€ Complex branching ``` -Or with pip: -```bash -pip install uv +### New Structure +``` +app.py (50 lines) # Simple launcher +app_socket.py (180 lines) # Clean Socket Mode +http_mode.py (150 lines) # Clean HTTP Mode +oauth_server.py (100 lines) # Shared OAuth ``` -### Dependencies not found +**Benefits:** +- āœ… Easier to understand +- āœ… Easier to debug +- āœ… Cleaner separation +- āœ… Better for troubleshooting + +## Examples -Make sure you're in the slack-bot directory: +### Start Socket Mode ```bash -cd slack-bot -uv sync +$ python app_socket.py + +āœ… Loaded environment from: .env.local +INFO - āœ… Slack bot initialized successfully +INFO - šŸš€ Starting bot in Socket Mode... +INFO - šŸ” OAuth callback server running on port 3000 +INFO - āš” Socket Mode handler starting... +INFO - A new session has been established +INFO - āš”ļø Bolt app is running! ``` -### Port already in use - -Change the port in `.env`: +### Start HTTP Mode ```bash -PORT=3001 +$ python http_mode.py + +INFO - Starting bot in HTTP mode on port 3000... +INFO - Slack events endpoint: http://localhost:3000/slack/events +WARNING - HTTP mode requires public HTTPS URL for production! ``` -## Alternative: Traditional venv +### Auto-detect Mode +```bash +$ python app.py -If you prefer traditional venv: +Loaded environment from: .env.local +šŸš€ Socket Mode detected (SLACK_APP_TOKEN found) + Starting Socket Mode bot... -```bash -python -m venv venv -source venv/bin/activate # On Windows: venv\Scripts\activate -pip install -r requirements.txt -python app.py +INFO - āœ… Slack bot initialized successfully +... ``` + +## Next Steps + +1. āœ… Run `python app_socket.py` +2. āœ… Invite bot to Slack channel: `/invite @YourBot` +3. āœ… Tag the bot: `@YourBot hello` +4. āœ… Check logs for `šŸ“Ø Message from user...` +5. āœ… Click "Sign in to Databricks" when prompted +6. āœ… Start chatting! diff --git a/slack-bot/app.py b/slack-bot/app.py index 843c1a0..6dd9ab9 100644 --- a/slack-bot/app.py +++ b/slack-bot/app.py @@ -1,24 +1,23 @@ #!/usr/bin/env python3 """ -Slack bot for Databricks Agent integration. +Slack Bot Launcher - Auto-detects mode and runs appropriate version. -This bot provides a Slack interface to Databricks agents, handling: -- OAuth authentication with Databricks -- Message handling in channels and threads -- Conversation history management -- Tool call visualization +Modes: +- Socket Mode (default): For local development, no public URL needed +- HTTP Mode: For production with public HTTPS endpoint + +Usage: + python app.py # Auto-detect based on SLACK_APP_TOKEN + python app_socket.py # Force Socket Mode + python http_mode.py # Force HTTP Mode """ -import logging -import sys import os +import sys from pathlib import Path from dotenv import load_dotenv -from slack_bolt import App -from slack_bolt.adapter.socket_mode import SocketModeHandler -from flask import Flask, request, redirect -# Load environment variables from .env.local or .env +# Load environment variables env_file = Path(__file__).parent / ".env.local" if env_file.exists(): load_dotenv(env_file) @@ -28,347 +27,25 @@ if env_file.exists(): load_dotenv(env_file) print(f"Loaded environment from: {env_file}") - else: - print("No .env or .env.local file found, using system environment variables") - -from config import DefaultConfig -from storage import StateManager -from handlers import AuthHandler, handle_message_event -from client import DatabricksClient - -# Configure logging -logging.basicConfig( - level=logging.INFO, - format='%(asctime)s - %(name)s - %(levelname)s - %(message)s', - handlers=[ - logging.StreamHandler(sys.stdout) - ] -) -logger = logging.getLogger(__name__) - -# Load configuration -CONFIG = DefaultConfig() - -# Validate required configuration -required_configs = [ - "SLACK_BOT_TOKEN", - "SLACK_SIGNING_SECRET", - "DATABRICKS_HOST", - "SERVING_ENDPOINT_NAME" -] -missing_configs = [c for c in required_configs if not getattr(CONFIG, c)] -if missing_configs: - logger.error(f"Missing required configuration: {', '.join(missing_configs)}") - sys.exit(1) - -# Initialize Slack app -app = App( - token=CONFIG.SLACK_BOT_TOKEN, - signing_secret=CONFIG.SLACK_SIGNING_SECRET -) - -# Initialize components -state_manager = StateManager() -auth_handler = AuthHandler(CONFIG, state_manager) -databricks_client = DatabricksClient( - CONFIG.DATABRICKS_HOST, - CONFIG.SERVING_ENDPOINT_NAME -) - -logger.info("Slack bot initialized successfully") - - -@app.event("message") -async def message_handler(message, say, client): - """ - Handle incoming message events. - This is the main entry point for user messages. - """ - await handle_message_event( - message=message, - say=say, - client=client, - state_manager=state_manager, - auth_handler=auth_handler, - databricks_client=databricks_client, - logger=logger - ) - - -@app.event("app_mention") -async def handle_app_mention(event, say, client): - """ - Handle @mentions of the bot. - Treat as regular message. - """ - await handle_message_event( - message=event, - say=say, - client=client, - state_manager=state_manager, - auth_handler=auth_handler, - databricks_client=databricks_client, - logger=logger - ) - - -@app.command("/databricks-logout") -async def handle_logout_command(ack, command, respond): - """Handle /databricks-logout slash command""" - await ack() - user_id = command["user_id"] - auth_handler.handle_logout(user_id) - await respond("You have been logged out from Databricks.") - - -@app.command("/databricks-clear") -async def handle_clear_command(ack, command, respond): - """Handle /databricks-clear slash command to clear conversation history""" - await ack() - channel_id = command["channel_id"] - # For commands, we don't have a specific thread, so clear all history - # In production, you might want to handle this differently - await respond("Conversation history management via slash command is not fully implemented. Use 'clear' in a message instead.") - - -@app.event("app_home_opened") -async def handle_app_home_opened(event, client): - """ - Handle app home opened event. - Show welcome message and authentication status. - """ - user_id = event["user"] - is_authenticated = auth_handler.is_authenticated(user_id) - - blocks = [ - { - "type": "header", - "text": { - "type": "plain_text", - "text": "Welcome to Databricks Agent Bot" - } - }, - { - "type": "section", - "text": { - "type": "mrkdwn", - "text": "*What I can do:*\nā€¢ Answer questions using Databricks agents\nā€¢ Execute tool calls and show results\nā€¢ Maintain conversation context in threads" - } - }, - { - "type": "divider" - } - ] - - if is_authenticated: - blocks.append({ - "type": "section", - "text": { - "type": "mrkdwn", - "text": "āœ… *Status:* Authenticated\n\nYou can start chatting with me in any channel where I'm added!" - } - }) - else: - auth_message = auth_handler.create_auth_message(user_id, "app_home") - blocks.extend(auth_message["blocks"]) - - try: - client.views_publish( - user_id=user_id, - view={ - "type": "home", - "blocks": blocks - } - ) - except Exception as e: - logger.error(f"Error publishing home view: {e}") - - -# Custom route for OAuth callback -flask_app = Flask(__name__) - -@flask_app.route("/oauth/callback", methods=["GET"]) -async def oauth_callback(): - """ - Handle OAuth callback from Databricks. - Exchanges authorization code for access token. - """ - try: - # Get authorization code and state from query parameters - code = request.args.get("code") - state = request.args.get("state") - error = request.args.get("error") +# Auto-detect mode based on SLACK_APP_TOKEN +slack_app_token = os.environ.get("SLACK_APP_TOKEN", "") - if error: - logger.error(f"OAuth error: {error}") - return f""" - - -

āŒ Authentication Failed

-

Error: {error}

-

Please close this window and try again in Slack.

- - - """, 400 - - if not code or not state: - logger.error("Missing code or state in OAuth callback") - return """ - - -

āŒ Invalid Request

-

Missing required parameters.

-

Please close this window and try again in Slack.

- - - """, 400 - - # Parse state to get user_id - try: - user_id, channel_id = state.split(":") - except ValueError: - logger.error(f"Invalid state format: {state}") - return """ - - -

āŒ Invalid State

-

Please close this window and try again in Slack.

- - - """, 400 - - # Validate state - if not auth_handler.validate_state(state, user_id): - logger.error(f"State validation failed for user {user_id}") - return """ - - -

āŒ Security Validation Failed

-

Please close this window and try again in Slack.

- - - """, 400 - - # Exchange code for token - access_token, expires_in = await auth_handler.exchange_code_for_token(code, user_id) - - if not access_token: - logger.error(f"Failed to exchange code for token for user {user_id}") - return """ - - -

āŒ Token Exchange Failed

-

Unable to complete authentication.

-

Please close this window and try again in Slack.

- - - """, 500 - - # Store token - state_manager.store_user_token(user_id, access_token, expires_in) - - logger.info(f"Successfully authenticated user {user_id}") - - # Send success message to Slack - try: - from slack_sdk import WebClient - slack_client = WebClient(token=CONFIG.SLACK_BOT_TOKEN) - slack_client.chat_postMessage( - channel=channel_id, - text=f"āœ… <@{user_id}> You're now authenticated! Send me a message to get started.", - ) - except Exception as e: - logger.error(f"Failed to send success message to Slack: {e}") - - # Return success page - return """ - - -

āœ… Authentication Successful!

-

You're now connected to Databricks.

-

You can close this window and return to Slack.

- - - - """, 200 - - except Exception as e: - logger.error(f"Error in OAuth callback: {e}") - import traceback - traceback.print_exc() - return """ - - -

āŒ Error

-

An unexpected error occurred.

-

Please close this window and try again in Slack.

- - - """, 500 - - -@app.error -async def custom_error_handler(error, body, logger): - """Global error handler""" - logger.error(f"Error: {error}") - logger.error(f"Request body: {body}") - - -def main(): - """Main entry point""" - try: - # Use Socket Mode for local development (recommended) - # Socket Mode uses WebSocket connection, no public URL needed - slack_app_token = getattr(CONFIG, 'SLACK_APP_TOKEN', None) - - if slack_app_token: - logger.info("Starting bot in Socket Mode (WebSocket)...") - logger.info(f"OAuth callback available at: http://localhost:{CONFIG.PORT}/oauth/callback") - - # Start Flask server in background thread for OAuth callbacks - import threading - flask_thread = threading.Thread( - target=lambda: flask_app.run(port=CONFIG.PORT, debug=False, use_reloader=False), - daemon=True - ) - flask_thread.start() - logger.info(f"OAuth callback server running on port {CONFIG.PORT}") - - # Start Socket Mode handler (blocking) - handler = SocketModeHandler(app, slack_app_token) - logger.info("Socket Mode handler starting...") - handler.start() - - else: - # Fallback to HTTP mode if no app token provided - logger.info("No SLACK_APP_TOKEN found, starting in HTTP mode...") - logger.info(f"HTTP mode requires public URL for Slack events") - logger.info(f"OAuth callback available at: http://localhost:{CONFIG.PORT}/oauth/callback") - - from slack_bolt.adapter.flask import SlackRequestHandler - handler = SlackRequestHandler(app) - - # Register Slack events endpoint - @flask_app.route("/slack/events", methods=["POST"]) - def slack_events(): - return handler.handle(request) - - # Start Flask server - flask_app.run(port=CONFIG.PORT, debug=False) - - except KeyboardInterrupt: - logger.info("Bot stopped by user") - except Exception as e: - logger.error(f"Error starting bot: {e}") - import traceback - traceback.print_exc() - sys.exit(1) - - -if __name__ == "__main__": +if slack_app_token: + print("šŸš€ Socket Mode detected (SLACK_APP_TOKEN found)") + print(" Starting Socket Mode bot...") + print() + from app_socket import main + main() +else: + print("āš ļø HTTP Mode detected (no SLACK_APP_TOKEN)") + print(" HTTP Mode requires public HTTPS URL") + print(" For local development, set SLACK_APP_TOKEN and use Socket Mode") + print() + response = input("Continue with HTTP mode? (y/N): ") + if response.lower() != 'y': + print("Exiting. Set SLACK_APP_TOKEN in .env.local for Socket Mode") + sys.exit(0) + + from http_mode import main main() diff --git a/slack-bot/handlers/message_handler.py b/slack-bot/handlers/message_handler.py index ea82f97..7507226 100644 --- a/slack-bot/handlers/message_handler.py +++ b/slack-bot/handlers/message_handler.py @@ -1,11 +1,12 @@ """Message event handler for Slack bot""" +import asyncio import logging from typing import Dict, List from slack_sdk import WebClient -async def handle_message_event( +def handle_message_event( message: Dict, say, client: WebClient, @@ -33,11 +34,11 @@ async def handle_message_event( # Handle special commands if text.lower() == "logout": - await handle_logout(user_id, channel_id, thread_ts, say, auth_handler) + handle_logout(user_id, channel_id, thread_ts, say, auth_handler) return if text.lower() == "clear": - await handle_clear_history(thread_ts, channel_id, user_id, say, state_manager) + handle_clear_history(thread_ts, channel_id, user_id, say, state_manager) return # Check authentication @@ -62,10 +63,10 @@ async def handle_message_event( # Call Databricks agent logger.info(f"Calling Databricks agent for user {user_id}") - response = await databricks_client.call_model_endpoint(text, user_token, history) + response = asyncio.run(databricks_client.call_model_endpoint(text, user_token, history)) # Process and send responses - await send_agent_responses( + send_agent_responses( response=response, text=text, channel_id=channel_id, @@ -92,7 +93,7 @@ async def handle_message_event( pass -async def send_agent_responses( +def send_agent_responses( response: List[Dict], text: str, channel_id: str, @@ -172,7 +173,7 @@ def create_tool_call_block(tool_call_info: Dict) -> List[Dict]: ] -async def handle_logout(user_id: str, channel_id: str, thread_ts: str, say, auth_handler): +def handle_logout(user_id: str, channel_id: str, thread_ts: str, say, auth_handler): """Handle logout command""" auth_handler.handle_logout(user_id) say( @@ -181,7 +182,7 @@ async def handle_logout(user_id: str, channel_id: str, thread_ts: str, say, auth ) -async def handle_clear_history(thread_ts: str, channel_id: str, user_id: str, say, state_manager): +def handle_clear_history(thread_ts: str, channel_id: str, user_id: str, say, state_manager): """Handle clear history command""" state_manager.clear_conversation_history(thread_ts) say( From 4742f755bbc056523d80231a215528f7c782f6e6 Mon Sep 17 00:00:00 2001 From: Sid Murching Date: Fri, 24 Oct 2025 11:43:31 -0700 Subject: [PATCH 12/21] Basic POC works, just has some broken response parsing Signed-off-by: Sid Murching --- slack-bot/client/databricks_client.py | 57 +++++++++++++++++++-------- slack-bot/handlers/auth_handler.py | 9 +++++ slack-bot/handlers/message_handler.py | 18 ++++++--- 3 files changed, 62 insertions(+), 22 deletions(-) diff --git a/slack-bot/client/databricks_client.py b/slack-bot/client/databricks_client.py index 8bf55d2..494c249 100644 --- a/slack-bot/client/databricks_client.py +++ b/slack-bot/client/databricks_client.py @@ -2,6 +2,7 @@ # Licensed under the MIT License. import logging +import os import uuid import httpx @@ -9,26 +10,26 @@ from databricks_ai_bridge.genie import Genie class DatabricksClient: - def __init__(self, databricks_host: str, request_timeout: float = 300): + def __init__(self, databricks_host: str, serving_endpoint_name: str, request_timeout: float = 300): self.databricks_host = databricks_host + self.serving_endpoint_name = serving_endpoint_name self.client = httpx.AsyncClient( timeout=httpx.Timeout(request_timeout), ) async def exchange_token(self, provider_oauth_token: str): - - url = f"{self.databricks_host}/oidc/v1/token" - - data = { - "subject_token": provider_oauth_token, # replace with your JWT token variable - "subject_token_type": "urn:ietf:params:oauth:token-type:jwt", - "grant_type": "urn:ietf:params:oauth:grant-type:token-exchange", - "scope": "all-apis" - } - - response = await self.client.post(url, data=data) - - return response.json()['access_token'] + """ + Exchange provider OAuth token for Databricks token. + For direct Databricks OAuth, the token is already valid - no exchange needed. + """ + # If this is already a Databricks OAuth token (starts with dapi or similar), + # no exchange is needed + logging.info("Token exchange requested") + logging.info(f" Token prefix: {provider_oauth_token[:20]}...") + + # For Databricks OAuth, the token is already a Databricks token + # Skip the exchange and return the token directly + return provider_oauth_token def _throw_unexpected_endpoint_format(self): raise Exception("This app can only run against ChatModel, ChatAgent, or ResponsesAgent endpoints") @@ -166,7 +167,19 @@ async def call_model_endpoint(self, oauth_db_token = await self.exchange_token(provider_oauth_token) - workspace_client = WorkspaceClient(host=self.databricks_host, token=oauth_db_token) + # Create workspace client with token only (don't use OAuth credentials) + # Temporarily unset OAuth env vars to prevent SDK from reading them + old_client_id = os.environ.pop('DATABRICKS_CLIENT_ID', None) + old_client_secret = os.environ.pop('DATABRICKS_CLIENT_SECRET', None) + + try: + workspace_client = WorkspaceClient(host=self.databricks_host, token=oauth_db_token) + finally: + # Restore env vars + if old_client_id: + os.environ['DATABRICKS_CLIENT_ID'] = old_client_id + if old_client_secret: + os.environ['DATABRICKS_CLIENT_SECRET'] = old_client_secret task_type = self._get_endpoint_task_type(workspace_client, serving_endpoint_name) @@ -190,7 +203,19 @@ async def call_genie_space(self, question: str, oauth_db_token = await self.exchange_token(provider_oauth_token) - workspace_client = WorkspaceClient(host=self.databricks_host, token=oauth_db_token) + # Create workspace client with token only (don't use OAuth credentials) + # Temporarily unset OAuth env vars to prevent SDK from reading them + old_client_id = os.environ.pop('DATABRICKS_CLIENT_ID', None) + old_client_secret = os.environ.pop('DATABRICKS_CLIENT_SECRET', None) + + try: + workspace_client = WorkspaceClient(host=self.databricks_host, token=oauth_db_token) + finally: + # Restore env vars + if old_client_id: + os.environ['DATABRICKS_CLIENT_ID'] = old_client_id + if old_client_secret: + os.environ['DATABRICKS_CLIENT_SECRET'] = old_client_secret genie = Genie(genie_space_id, workspace_client) diff --git a/slack-bot/handlers/auth_handler.py b/slack-bot/handlers/auth_handler.py index 4ce6f23..6b4f097 100644 --- a/slack-bot/handlers/auth_handler.py +++ b/slack-bot/handlers/auth_handler.py @@ -44,6 +44,11 @@ def get_auth_url(self, user_id: str, channel_id: str) -> str: self.state_manager.set_user_data(user_id, "oauth_state", state) self.state_manager.set_user_data(user_id, "code_verifier", code_verifier) + logging.info(f"Generated PKCE for user {user_id}") + logging.info(f" Code verifier: {code_verifier[:20]}...") + logging.info(f" Code challenge: {code_challenge[:20]}...") + logging.info(f" Stored verifier: {self.state_manager.get_user_data(user_id, 'code_verifier')[:20]}...") + # Build OAuth URL with PKCE # Use databricks-cli as client_id if no custom client_id is configured client_id = self.config.DATABRICKS_CLIENT_ID or "databricks-cli" @@ -124,6 +129,10 @@ async def exchange_code_for_token(self, code: str, user_id: str) -> Tuple[Option logging.error(f"Code verifier not found for user {user_id}") return None, None + logging.info(f"Exchanging code for token for user {user_id}") + logging.info(f" Retrieved code verifier: {code_verifier[:20]}...") + logging.info(f" Authorization code: {code[:20]}...") + # Use databricks-cli as client_id if no custom client_id is configured client_id = self.config.DATABRICKS_CLIENT_ID or "databricks-cli" diff --git a/slack-bot/handlers/message_handler.py b/slack-bot/handlers/message_handler.py index 7507226..aa1fc57 100644 --- a/slack-bot/handlers/message_handler.py +++ b/slack-bot/handlers/message_handler.py @@ -63,7 +63,12 @@ def handle_message_event( # Call Databricks agent logger.info(f"Calling Databricks agent for user {user_id}") - response = asyncio.run(databricks_client.call_model_endpoint(text, user_token, history)) + response = asyncio.run(databricks_client.call_model_endpoint( + databricks_client.serving_endpoint_name, + text, + user_token, + history + )) # Process and send responses send_agent_responses( @@ -110,19 +115,20 @@ def send_agent_responses( tool_calls = {} for item in response: - if item["type"] == "message": + # Handle response format: [{'role': 'assistant', 'content': '...'}] + if item.get("role") == "assistant" and "content" in item: # Send message in thread (visible to everyone) say( - text=item["text"], + text=item["content"], thread_ts=thread_ts ) - state_manager.add_message_to_history(thread_ts, "assistant", item["text"]) + state_manager.add_message_to_history(thread_ts, "assistant", item["content"]) - elif item["type"] == "tool_call": + elif item.get("type") == "tool_call": # Store tool call for pairing with result tool_calls[item["call_id"]] = item - elif item["type"] == "tool_result": + elif item.get("type") == "tool_result": # Pair with tool call and send as block call_id = item["call_id"] if call_id in tool_calls: From 3914e20594aeda33419b6edce1de85357630c070 Mon Sep 17 00:00:00 2001 From: Sid Murching Date: Tue, 28 Oct 2025 20:23:43 -0700 Subject: [PATCH 13/21] Implement ephemeral responses with share button and auto-respond after OAuth MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Major features: - Ephemeral messages: Bot responses appear privately to user with share button - Auto-respond after OAuth: Bot stores pending messages and automatically processes them after authentication - Share to channel: Users can click button to post response publicly in thread - Socket mode: Refactored to use Socket Mode for local development Technical changes: - Added oauth_server.py: Standalone OAuth callback handler with auto-respond logic - Updated app_socket.py: Socket Mode implementation with share button handler - Enhanced message_handler.py: Send ephemeral messages, store pending messages before OAuth - Fixed PKCE issues: Deduplicated event handlers to prevent double processing - Fixed token exchange: Skip unnecessary exchange for direct Databricks OAuth tokens - Fixed WorkspaceClient conflicts: Temporarily unset OAuth env vars šŸ¤– Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude --- slack-bot/DEVLOOP.md | 341 ++++++++++++++++++++++ slack-bot/QUICK_FIX.md | 83 ++++++ slack-bot/README_ARCHITECTURE.md | 357 +++++++++++++++++++++++ slack-bot/TROUBLESHOOTING.md | 229 +++++++++++++++ slack-bot/app_socket.py | 292 ++++++++++++++++++ slack-bot/dev_tools/__init__.py | 1 + slack-bot/dev_tools/devloop.sh | 193 ++++++++++++ slack-bot/dev_tools/send_test_message.py | 138 +++++++++ slack-bot/dev_tools/test_bot_flow.py | 230 +++++++++++++++ slack-bot/dev_tools/watch_logs.sh | 53 ++++ slack-bot/handlers/message_handler.py | 88 +++++- slack-bot/http_mode.py | 161 ++++++++++ slack-bot/oauth_server.py | 142 +++++++++ slack-bot/test_connection.py | 68 +++++ 14 files changed, 2368 insertions(+), 8 deletions(-) create mode 100644 slack-bot/DEVLOOP.md create mode 100644 slack-bot/QUICK_FIX.md create mode 100644 slack-bot/README_ARCHITECTURE.md create mode 100644 slack-bot/TROUBLESHOOTING.md create mode 100644 slack-bot/app_socket.py create mode 100644 slack-bot/dev_tools/__init__.py create mode 100755 slack-bot/dev_tools/devloop.sh create mode 100644 slack-bot/dev_tools/send_test_message.py create mode 100644 slack-bot/dev_tools/test_bot_flow.py create mode 100755 slack-bot/dev_tools/watch_logs.sh create mode 100644 slack-bot/http_mode.py create mode 100644 slack-bot/oauth_server.py create mode 100644 slack-bot/test_connection.py diff --git a/slack-bot/DEVLOOP.md b/slack-bot/DEVLOOP.md new file mode 100644 index 0000000..375849f --- /dev/null +++ b/slack-bot/DEVLOOP.md @@ -0,0 +1,341 @@ +# Development Loop Guide + +This guide shows how to set up an automated development loop where you can send test messages to Slack, observe bot behavior, and iterate quickly. + +## Tools Created + +``` +dev_tools/ +ā”œā”€ā”€ send_test_message.py # Send messages to Slack via API +ā”œā”€ā”€ test_bot_flow.py # Automated end-to-end tests +ā”œā”€ā”€ devloop.sh # Interactive dev loop script +ā””ā”€ā”€ watch_logs.sh # Colorized log watching +``` + +## Quick Start + +### 1. Set Test Channel + +Add to your `.env.local`: +```bash +SLACK_TEST_CHANNEL=test-chatbot-app +``` + +### 2. Run Interactive Dev Loop + +```bash +./dev_tools/devloop.sh +``` + +This gives you a menu: +``` +Choose an action: + 1) Start bot + 2) Stop bot + 3) Restart bot + 4) Send test message + 5) Run automated tests + 6) Watch logs + 7) View recent logs + q) Quit +``` + +### 3. Or Run Automated Tests + +```bash +./dev_tools/devloop.sh auto +``` + +This will: +1. Start the bot +2. Run automated tests +3. Stop the bot +4. Show results + +## Using Individual Tools + +### Send Test Messages + +```bash +# Simple message (mentions bot automatically) +python dev_tools/send_test_message.py --mention "Hello bot!" + +# Message to specific channel +python dev_tools/send_test_message.py --mention "Test" --channel test-channel + +# Send as DM +python dev_tools/send_test_message.py --dm "Private message" + +# Plain message (no mention) +python dev_tools/send_test_message.py "Just a message" +``` + +### Run Automated Tests + +```bash +# Run all tests +python dev_tools/test_bot_flow.py + +# Verbose mode +python dev_tools/test_bot_flow.py --verbose + +# Specific channel +python dev_tools/test_bot_flow.py --channel my-test-channel +``` + +Tests include: +- āœ… Simple message response +- āœ… Authentication flow +- āœ… Command execution + +### Watch Logs + +```bash +# Colorized log watching +./dev_tools/watch_logs.sh + +# Or plain tail +tail -f bot.log +``` + +## Complete Dev Loop Example + +### Terminal 1: Start bot and watch logs + +```bash +# Start bot +python app_socket.py > bot.log 2>&1 & + +# Watch logs +tail -f bot.log +``` + +### Terminal 2: Send test messages + +```bash +# Test 1: Simple message +python dev_tools/send_test_message.py --mention "Hello!" + +# Test 2: Check authentication +python dev_tools/send_test_message.py --mention "What can you do?" + +# Test 3: Databricks query (if authenticated) +python dev_tools/send_test_message.py --mention "Tell me about Q4 sales" +``` + +### What to observe in logs: + +``` +āœ… Message sent to #test-chatbot-app +šŸ“Ø Message from user U09N9G6PQ69 +šŸ“¢ Bot mentioned by user U09N9G6PQ69 +INFO - Processing message from user... +``` + +## Automated Testing Workflow + +For testing code changes: + +```bash +# 1. Make code changes to handlers/message_handler.py + +# 2. Run automated tests +./dev_tools/devloop.sh auto + +# 3. Check results +šŸ§Ŗ SLACK BOT END-TO-END TESTS +āœ… PASS - Simple Message +āœ… PASS - Authentication Flow +āœ… PASS - Logout Command +Results: 3/3 tests passed +šŸŽ‰ All tests passed! + +# 4. If tests fail, check logs and iterate +tail -50 bot.log +``` + +## Integration with Claude Code + +You (Claude) can now: + +1. **Send test messages**: + ```bash + python dev_tools/send_test_message.py --mention "test query" + ``` + +2. **Check logs**: + ```bash + tail -20 bot.log | grep "Message from" + ``` + +3. **Run tests**: + ```bash + python dev_tools/test_bot_flow.py --verbose + ``` + +4. **Iterate on failures**: + - Read error from logs + - Edit code + - Restart bot + - Re-test + +## Example: Full Debug Cycle + +```bash +# 1. Start bot with logging +python app_socket.py 2>&1 | tee bot.log & + +# 2. Send test message +python dev_tools/send_test_message.py --mention "Hello bot" + +# 3. Check if bot responded +tail -10 bot.log | grep -E "(Message from|Bot mentioned)" + +# 4. If no response, check for errors +tail -20 bot.log | grep -E "(ERROR|Exception)" + +# 5. Fix issue in code + +# 6. Restart bot +pkill -f "python app_socket.py" +python app_socket.py 2>&1 | tee bot.log & + +# 7. Re-test +python dev_tools/send_test_message.py --mention "Hello bot" +``` + +## Advanced: Continuous Testing + +Create a test loop: + +```bash +#!/bin/bash +# test_loop.sh + +while true; do + echo "Running tests..." + python dev_tools/test_bot_flow.py + + if [ $? -eq 0 ]; then + echo "āœ… Tests passed" + break + else + echo "āŒ Tests failed. Retrying in 5s..." + sleep 5 + fi +done +``` + +## Environment Variables + +Add these to `.env.local`: + +```bash +# Test channel (where test messages will be sent) +SLACK_TEST_CHANNEL=test-chatbot-app + +# Optional: Specific user ID for testing +SLACK_TEST_USER=U09N9G6PQ69 +``` + +## Tips + +### 1. Use Test Channel + +Create a dedicated test channel in Slack: +``` +/channel create test-chatbot-app +/invite @YourBot +``` + +### 2. Filter Logs + +```bash +# Only show message events +tail -f bot.log | grep "šŸ“Ø\|šŸ“¢" + +# Only show errors +tail -f bot.log | grep "ERROR\|āŒ" + +# Only show Databricks API calls +tail -f bot.log | grep "Databricks" +``` + +### 3. Quick Restart + +```bash +# Restart bot quickly +pkill -f "python app" && sleep 1 && python app_socket.py > bot.log 2>&1 & +``` + +### 4. Test Specific Scenarios + +Create test scripts for common scenarios: + +```python +# test_scenarios/test_auth_flow.py +import sys +sys.path.append('..') +from dev_tools.send_test_message import send_mention + +# Test auth required +send_mention("What is 2+2?") + +# User would authenticate here... + +# Test after auth +send_mention("Now what is 2+2?") +``` + +## Troubleshooting + +### Bot not responding to test messages + +Check: +```bash +# 1. Bot is running +ps aux | grep "python app" + +# 2. Bot connected to Slack +tail -5 bot.log | grep "session has been established" + +# 3. Bot received the message +tail -10 bot.log | grep "Message from" +``` + +### Test messages not appearing + +Check: +```bash +# 1. Test channel exists +python -c "from slack_sdk import WebClient; import os; print(WebClient(token=os.getenv('SLACK_BOT_TOKEN')).conversations_list())" + +# 2. Bot token is valid +python test_connection.py +``` + +### Tests timeout + +Increase timeout in `test_bot_flow.py`: +```python +def wait_for_response(self, after_ts, timeout=30): # Increase to 30s +``` + +## Next Steps + +1. āœ… Run `./dev_tools/devloop.sh` to get started +2. āœ… Send test messages with `send_test_message.py` +3. āœ… Run automated tests with `test_bot_flow.py` +4. āœ… Watch logs with `tail -f bot.log` +5. āœ… Iterate quickly on code changes! + +## For Claude Code Users + +This setup allows me (Claude) to: +- āœ… Send test messages via Bash commands +- āœ… Read bot logs to see responses +- āœ… Run automated tests +- āœ… Iterate on failures +- āœ… Complete full dev loop without manual Slack interaction + +Perfect for rapid debugging and development! šŸš€ diff --git a/slack-bot/QUICK_FIX.md b/slack-bot/QUICK_FIX.md new file mode 100644 index 0000000..f7f6f93 --- /dev/null +++ b/slack-bot/QUICK_FIX.md @@ -0,0 +1,83 @@ +# Quick Fix: Bot Not Receiving Messages + +## Problem + +The bot is in OAuth installation mode because `SLACK_CLIENT_ID` and `SLACK_CLIENT_SECRET` are set in `.env.local`. + +This causes the warning: +``` +As `installation_store` or `authorize` has been used, `token` will be ignored. +``` + +## Solution + +**Remove or comment out** `SLACK_CLIENT_ID` and `SLACK_CLIENT_SECRET` from your `.env.local`: + +```bash +# These are only needed for multi-workspace Slack OAuth (not needed for single bot) +# SLACK_CLIENT_ID=... +# SLACK_CLIENT_SECRET=... +``` + +Keep these (required): +```bash +SLACK_BOT_TOKEN=xoxb-... +SLACK_APP_TOKEN=xapp-... +SLACK_SIGNING_SECRET=... +DATABRICKS_HOST=... +SERVING_ENDPOINT_NAME=... +``` + +## Quick Test + +1. Edit `.env.local` and comment out SLACK_CLIENT_ID and SLACK_CLIENT_SECRET +2. Restart bot: + ```bash + python app.py + ``` + +3. You should see: + ``` + āœ… NO warning about "installation_store" + āœ… INFO - Slack bot initialized successfully + āœ… INFO - A new session has been established + ``` + +4. Tag the bot in Slack: + ``` + @BotName hello + ``` + +5. You should see logs: + ``` + INFO - šŸ“¢ Bot mentioned by user U123... + INFO - Processing message... + ``` + +## Why This Happens + +- **Slack OAuth** (SLACK_CLIENT_ID/SECRET) = Install bot to multiple workspaces +- **Single Bot Token** (SLACK_BOT_TOKEN) = Bot only in one workspace + +For local development, you just need the bot token, not OAuth credentials. + +The `SLACK_CLIENT_ID` and `SLACK_CLIENT_SECRET` confused Slack Bolt into thinking you want multi-workspace OAuth, which requires a different setup. + +## Verification + +After removing those vars and restarting, check the logs - you should NOT see: +``` +āŒ As `installation_store` or `authorize` has been used... +``` + +You SHOULD see: +``` +āœ… Slack bot initialized successfully +āœ… A new session has been established +``` + +Then tag your bot in Slack and you'll see: +``` +āœ… šŸ“¢ Bot mentioned by user... +āœ… Processing message... +``` diff --git a/slack-bot/README_ARCHITECTURE.md b/slack-bot/README_ARCHITECTURE.md new file mode 100644 index 0000000..95eb383 --- /dev/null +++ b/slack-bot/README_ARCHITECTURE.md @@ -0,0 +1,357 @@ +# Architecture - Simplified Socket Mode Design + +## File Structure + +``` +slack-bot/ +ā”œā”€ā”€ app.py # šŸš€ Launcher - auto-detects mode +ā”œā”€ā”€ app_socket.py # āš” Socket Mode (recommended for dev) +ā”œā”€ā”€ http_mode.py # šŸŒ HTTP/Events API mode (production) +ā”œā”€ā”€ oauth_server.py # šŸ” OAuth callback handler (shared) +ā”‚ +ā”œā”€ā”€ config.py # Configuration +ā”œā”€ā”€ handlers/ # Event handlers +ā”‚ ā”œā”€ā”€ message_handler.py # Message processing +ā”‚ ā””ā”€ā”€ auth_handler.py # Databricks OAuth +ā”œā”€ā”€ storage/ # State management +ā”‚ ā””ā”€ā”€ state_manager.py # In-memory state +ā””ā”€ā”€ client/ # External integrations + ā””ā”€ā”€ databricks_client.py # Databricks API +``` + +## Modes + +### Socket Mode (Default - `app_socket.py`) + +**Best for:** Local development, simple deployment + +**How it works:** +``` +ā”Œā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā” WebSocket ā”Œā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā” +ā”‚ Bot ā”‚ā—„ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā–ŗā”‚ Slack ā”‚ +ā”‚ (localhost) ā”‚ Events via WebSocket ā”‚ ā”‚ +ā””ā”€ā”€ā”€ā”€ā”€ā”€ā”¬ā”€ā”€ā”€ā”€ā”€ā”€ā”˜ ā””ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”˜ + ā”‚ + ā”‚ Background Thread + ā–¼ +ā”Œā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā” +ā”‚ OAuth ā”‚ http://localhost:3000/oauth/callback +ā”‚ Server ā”‚ (Flask in background) +ā””ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”˜ +``` + +**Advantages:** +- āœ… No public URL needed +- āœ… Easy to debug locally +- āœ… Simple setup +- āœ… Works behind firewall + +**Run:** +```bash +python app.py # Auto-detect +python app_socket.py # Force Socket Mode +``` + +### HTTP Mode (`http_mode.py`) + +**Best for:** Production deployments + +**How it works:** +``` +ā”Œā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā” HTTPS POST ā”Œā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā” +ā”‚ Bot ā”‚ā—„ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā–ŗā”‚ Slack ā”‚ +ā”‚ (public) ā”‚ /slack/events ā”‚ ā”‚ +ā””ā”€ā”€ā”€ā”€ā”€ā”€ā”¬ā”€ā”€ā”€ā”€ā”€ā”€ā”˜ ā””ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”˜ + ā”‚ + ā”‚ Same Process + ā–¼ +ā”Œā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā” +ā”‚ OAuth ā”‚ https://yourbot.com/oauth/callback +ā”‚ Server ā”‚ (Flask on same port) +ā””ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”˜ +``` + +**Advantages:** +- āœ… Production-ready +- āœ… More scalable +- āœ… Standard architecture + +**Requirements:** +- āŒ Public HTTPS URL +- āŒ Event Subscriptions configured +- āŒ ngrok/tunnel for local testing + +**Run:** +```bash +python http_mode.py +``` + +## Components + +### 1. **OAuth Server** (`oauth_server.py`) + +Handles Databricks OAuth callbacks: +- Receives authorization code from Databricks +- Exchanges code for access token (with PKCE) +- Stores token in state manager +- Sends success message to Slack + +**Shared by both modes** - runs in background thread (Socket) or same process (HTTP). + +### 2. **Event Handlers** (`handlers/`) + +#### Message Handler (`message_handler.py`) +- Processes user messages +- Checks authentication +- Calls Databricks agent +- Formats and sends responses +- Handles special commands (logout, clear) + +#### Auth Handler (`auth_handler.py`) +- Generates OAuth URLs with PKCE +- Validates OAuth state (CSRF protection) +- Exchanges authorization codes for tokens +- Manages user authentication state + +### 3. **State Manager** (`storage/state_manager.py`) + +In-memory storage for: +- User OAuth tokens +- Conversation history (per thread) +- User session data + +**Note:** For production, replace with Redis/DynamoDB. + +### 4. **Databricks Client** (`client/databricks_client.py`) + +- Exchanges user tokens for Databricks tokens +- Calls serving endpoints +- Parses agent responses (messages, tool calls) + +## Event Flow + +### User Sends Message + +``` +1. User types in Slack: "@BotName hello" + +2. Socket Mode: + Slack ā†’ WebSocket ā†’ app_socket.py ā†’ message_handler() + + HTTP Mode: + Slack ā†’ HTTPS POST ā†’ http_mode.py ā†’ message_handler() + +3. message_handler.py: + - Check if user authenticated + - If not: Send ephemeral auth prompt + - If yes: Call Databricks agent + +4. databricks_client.py: + - Exchange user token for Databricks token + - Call serving endpoint + - Parse response + +5. message_handler.py: + - Format response + - Send back to Slack in thread +``` + +### OAuth Flow + +``` +1. User clicks "Sign in to Databricks" + +2. auth_handler.py: + - Generate OAuth URL with PKCE + - Store code_verifier in state + +3. User authenticates in browser + +4. Databricks redirects to: + http://localhost:3000/oauth/callback?code=...&state=... + +5. oauth_server.py: + - Validate state (CSRF check) + - Exchange code + code_verifier for token + - Store token in state_manager + - Send success message to Slack + +6. User returns to Slack, sends message + +7. message_handler.py: + - User now authenticated + - Calls Databricks agent +``` + +## Key Design Decisions + +### Why Separate Socket and HTTP? + +**Before:** +- Single `app.py` with complex branching +- Hard to understand which mode is active +- HTTP code mixed with Socket code + +**After:** +- Clear separation: `app_socket.py` vs `http_mode.py` +- Each file is minimal and focused +- Easy to understand what's happening + +### Why OAuth Server is Shared? + +OAuth callback logic is **identical** for both modes: +- Same URL format +- Same token exchange +- Same security validation + +Only difference: HTTP mode uses Flask directly, Socket mode runs Flask in thread. + +### Why In-Memory State? + +For simplicity during development. In production: + +```python +# storage/redis_state_manager.py +class RedisStateManager: + def __init__(self, redis_url): + self.redis = redis.from_url(redis_url) + + def store_user_token(self, user_id, token, expires_in): + self.redis.setex(f"token:{user_id}", expires_in, token) +``` + +Then swap in `config.py`: +```python +if CONFIG.STATE_STORAGE == "redis": + state_manager = RedisStateManager(CONFIG.REDIS_URL) +else: + state_manager = StateManager() # In-memory +``` + +## Configuration + +### Required Environment Variables + +**Socket Mode:** +```bash +SLACK_BOT_TOKEN=xoxb-... +SLACK_APP_TOKEN=xapp-... # Required for Socket Mode +DATABRICKS_HOST=https://... +SERVING_ENDPOINT_NAME=... +``` + +**HTTP Mode:** +```bash +SLACK_BOT_TOKEN=xoxb-... +SLACK_SIGNING_SECRET=... # Required for HTTP +DATABRICKS_HOST=https://... +SERVING_ENDPOINT_NAME=... +``` + +### Optional Configuration + +```bash +PORT=3000 # OAuth callback port +DATABRICKS_CLIENT_ID=... # For custom OAuth app +DATABRICKS_CLIENT_SECRET=... # For custom OAuth app +STATE_STORAGE=memory # Or redis, dynamodb +REDIS_URL=redis://... # If using Redis +``` + +## Testing + +### Test Socket Mode + +```bash +# Start bot +python app_socket.py + +# In Slack: +/invite @BotName +@BotName hello + +# Check logs: +āœ… Socket Mode handler starting... +āœ… A new session has been established +šŸ“Ø Message from user U123... +``` + +### Test HTTP Mode + +```bash +# Start bot +python http_mode.py + +# Expose with ngrok: +ngrok http 3000 + +# Configure in Slack app: +Event Subscriptions URL: https://your-ngrok.ngrok.io/slack/events + +# In Slack: +@BotName hello +``` + +## Debugging + +### Enable Debug Logs + +Edit `app_socket.py`: +```python +logging.basicConfig(level=logging.DEBUG) +``` + +### Check What's Running + +```bash +ps aux | grep python +lsof -i :3000 +``` + +### Common Issues + +**Bot not responding:** +- Check `SLACK_APP_TOKEN` is set (Socket Mode) +- Verify bot is invited to channel +- Check event subscriptions configured + +**OAuth fails:** +- Check `http://localhost:3000/oauth/callback` is accessible +- Verify Databricks OAuth app has correct redirect URI +- Check `DATABRICKS_HOST` is correct + +## Production Deployment + +### Checklist + +- [ ] Use HTTP Mode (`http_mode.py`) +- [ ] Set up persistent state storage (Redis/DynamoDB) +- [ ] Use production WSGI server (Gunicorn) +- [ ] Configure HTTPS endpoint +- [ ] Set Event Subscriptions URL in Slack +- [ ] Enable rate limiting +- [ ] Set up monitoring/logging +- [ ] Encrypt tokens at rest +- [ ] Use secret management (AWS Secrets Manager) + +### Example Production Stack + +``` +Internet + ā”‚ + ā–¼ +ALB (HTTPS) + ā”‚ + ā–¼ +ECS/Fargate (http_mode.py + Gunicorn) + ā”‚ + ā”œā”€ā–¶ ElastiCache (Redis) - State storage + ā””ā”€ā–¶ Databricks API +``` + +## Next Steps + +1. **For development:** Use `app_socket.py` - it just works! +2. **For production:** Adapt `http_mode.py` with proper infrastructure +3. **For multi-tenant:** Add per-workspace token storage +4. **For scale:** Add Redis, message queues, etc. diff --git a/slack-bot/TROUBLESHOOTING.md b/slack-bot/TROUBLESHOOTING.md new file mode 100644 index 0000000..9835ff2 --- /dev/null +++ b/slack-bot/TROUBLESHOOTING.md @@ -0,0 +1,229 @@ +# Troubleshooting Guide + +## Bot Not Responding to Messages + +### 1. Check if bot is running + +```bash +ps aux | grep "python app.py" +``` + +If not running, start it: +```bash +python app.py +``` + +### 2. Check logs when starting + +You should see: +``` +Loaded environment from: .env.local +INFO - Slack bot initialized successfully +INFO - Starting bot in Socket Mode (WebSocket)... +INFO - OAuth callback server running on port 3000 +INFO - Socket Mode handler starting... +INFO - A new session has been established (app_id: A07xxxxx) +``` + +**If you see:** +``` +No SLACK_APP_TOKEN found, starting in HTTP mode... +``` +ā†’ Add `SLACK_APP_TOKEN` to `.env.local` + +### 3. Check Event Subscriptions in Slack + +Go to [api.slack.com/apps](https://api.slack.com/apps) ā†’ Your App ā†’ **Event Subscriptions** + +Make sure these are enabled: +- āœ… `app_mention` - Bot is @mentioned +- āœ… `message.channels` - Messages in public channels +- āœ… `message.groups` - Messages in private channels +- āœ… `message.im` - Direct messages + +### 4. Check Bot Scopes + +Go to **OAuth & Permissions** ā†’ **Scopes** ā†’ **Bot Token Scopes** + +Required scopes: +- āœ… `app_mentions:read` +- āœ… `chat:write` +- āœ… `channels:history` +- āœ… `groups:history` +- āœ… `im:history` +- āœ… `users:read` + +If you added new scopes, **reinstall the app** to your workspace. + +### 5. Check Bot is in Channel + +``` +/invite @YourBotName +``` + +The bot must be invited to channels to see messages. + +### 6. Test with Direct Message + +Try sending a DM to the bot. This helps isolate if it's a channel issue vs bot issue. + +### 7. Enable Debug Logging + +Edit `app.py` and change logging level: + +```python +logging.basicConfig( + level=logging.DEBUG, # Changed from INFO + format='%(asctime)s - %(name)s - %(levelname)s - %(message)s', + handlers=[ + logging.StreamHandler(sys.stdout) + ] +) +``` + +Restart and check for detailed logs. + +### 8. Common Issues + +#### "Authentication failed" error + +**Cause**: Missing or invalid Databricks credentials + +**Solution**: Check `.env.local` has: +```bash +DATABRICKS_HOST=https://your-workspace.databricks.com +SERVING_ENDPOINT_NAME=your-endpoint-name +``` + +#### Bot responds but says "Please authenticate" + +**Expected behavior** - User needs to authenticate with Databricks first. + +Click the "Sign in to Databricks" button (only visible to you). + +#### Socket Mode connection issues + +**Symptoms**: Bot starts but no events received + +**Check**: +1. Socket Mode enabled in Slack app settings +2. `SLACK_APP_TOKEN` is correct (starts with `xapp-`) +3. Token has `connections:write` scope + +**Regenerate token** if needed: +1. Go to **Socket Mode** in Slack app +2. Delete old token +3. Create new one with `connections:write` scope +4. Update `.env.local` + +#### "Message not found" or handler not triggered + +**Check bot user ID**: +```python +# Add this to app.py temporarily for debugging +@app.event("message") +async def log_all_messages(message, logger): + logger.info(f"Received message event: {message}") +``` + +This will log ALL messages the bot sees. + +### 9. Test OAuth Flow + +Try the OAuth flow separately: + +1. Open browser to: `http://localhost:3000/oauth/callback?test=1` +2. Should see the Flask server responding (or error page) + +### 10. Verify Configuration + +Create a test script: + +```python +# test_config.py +from config import DefaultConfig + +config = DefaultConfig() + +print(f"SLACK_BOT_TOKEN: {config.SLACK_BOT_TOKEN[:20]}...") +print(f"SLACK_APP_TOKEN: {config.SLACK_APP_TOKEN[:20]}...") +print(f"DATABRICKS_HOST: {config.DATABRICKS_HOST}") +print(f"SERVING_ENDPOINT_NAME: {config.SERVING_ENDPOINT_NAME}") +``` + +Run: +```bash +python test_config.py +``` + +All values should be set (not empty). + +## Quick Diagnostic Checklist + +Run through this checklist: + +- [ ] Bot is running (`python app.py`) +- [ ] Socket Mode enabled in Slack app +- [ ] `SLACK_APP_TOKEN` set in `.env.local` +- [ ] Event subscriptions configured (`app_mention`, `message.channels`) +- [ ] Bot token scopes include `app_mentions:read`, `chat:write` +- [ ] Bot invited to channel (`/invite @BotName`) +- [ ] Logs show "A new session has been established" +- [ ] Databricks credentials configured +- [ ] Port 3000 not blocked by firewall + +## Still Not Working? + +### Check Slack API Status + +Visit [status.slack.com](https://status.slack.com) - Slack might be having issues. + +### Enable Verbose Logging + +Add this to see ALL Slack events: + +```python +# In app.py, before app.event decorators +import os +os.environ["SLACK_BOLT_LOG_LEVEL"] = "DEBUG" +``` + +### Restart Everything + +1. Stop the bot (Ctrl+C) +2. Clear any cached connections: + ```bash + rm -rf .slack_bolt_* + ``` +3. Restart: + ```bash + python app.py + ``` + +### Check Network Issues + +```bash +# Test connectivity to Slack +curl -I https://slack.com + +# Check DNS resolution +nslookup slack.com +``` + +## Getting Help + +When asking for help, provide: + +1. **Bot startup logs** (first 20 lines) +2. **Slack app configuration screenshot** (Event Subscriptions page) +3. **Environment check**: + ```bash + cat .env.local | grep -v SECRET | grep -v TOKEN + ``` +4. **Error messages** from logs when you tag the bot + +## Contact + +- Check Slack SDK docs: https://slack.dev/bolt-python +- Slack API community: https://api.slack.com/community +- File issue with bot logs if it's a code problem diff --git a/slack-bot/app_socket.py b/slack-bot/app_socket.py new file mode 100644 index 0000000..a3a8818 --- /dev/null +++ b/slack-bot/app_socket.py @@ -0,0 +1,292 @@ +#!/usr/bin/env python3 +""" +Slack bot using Socket Mode (WebSocket) - Simple and minimal. + +This version is optimized for local development: +- No public URL needed +- OAuth callbacks handled in background thread +- Clean Socket Mode connection + +For HTTP/Events API mode, see http_mode.py +""" + +import logging +import re +import sys +import threading +from pathlib import Path +from dotenv import load_dotenv +from slack_bolt import App +from slack_bolt.adapter.socket_mode import SocketModeHandler + +# Load environment variables +env_file = Path(__file__).parent / ".env.local" +if env_file.exists(): + load_dotenv(env_file) + print(f"āœ… Loaded environment from: {env_file}") +else: + env_file = Path(__file__).parent / ".env" + if env_file.exists(): + load_dotenv(env_file) + print(f"āœ… Loaded environment from: {env_file}") + else: + print("āš ļø No .env file found, using system environment variables") + +from config import DefaultConfig +from storage import StateManager +from handlers import AuthHandler, handle_message_event +from client import DatabricksClient +from oauth_server import create_oauth_server + +# Configure logging +logging.basicConfig( + level=logging.INFO, + format='%(asctime)s - %(name)s - %(levelname)s - %(message)s', + handlers=[logging.StreamHandler(sys.stdout)] +) +logger = logging.getLogger(__name__) + +# Reduce Slack SDK noise +logging.getLogger("slack_sdk").setLevel(logging.WARNING) +logging.getLogger("werkzeug").setLevel(logging.WARNING) + +# Load configuration +CONFIG = DefaultConfig() + +# Validate required configuration +required_configs = [ + "SLACK_BOT_TOKEN", + "SLACK_APP_TOKEN", # Required for Socket Mode + "DATABRICKS_HOST", + "SERVING_ENDPOINT_NAME" +] +missing_configs = [c for c in required_configs if not getattr(CONFIG, c)] +if missing_configs: + logger.error(f"āŒ Missing required configuration: {', '.join(missing_configs)}") + logger.error("Make sure SLACK_APP_TOKEN is set for Socket Mode") + sys.exit(1) + +# Initialize Slack app (Socket Mode) +app = App( + token=CONFIG.SLACK_BOT_TOKEN, + signing_secret=CONFIG.SLACK_SIGNING_SECRET, +) + +# Initialize components +state_manager = StateManager() +auth_handler = AuthHandler(CONFIG, state_manager) +databricks_client = DatabricksClient( + CONFIG.DATABRICKS_HOST, + CONFIG.SERVING_ENDPOINT_NAME +) + +logger.info("āœ… Slack bot initialized successfully") + + +# Event Handlers + +@app.event("app_mention") +def handle_app_mention(event, say, client): + """Handle @mentions of the bot""" + logger.info(f"šŸ“¢ Bot mentioned by user {event.get('user')}") + + handle_message_event( + message=event, + say=say, + client=client, + state_manager=state_manager, + auth_handler=auth_handler, + databricks_client=databricks_client, + logger=logger + ) + + +@app.event("message") +def message_handler(message, say, client): + """Handle direct messages (non-mention messages in DMs)""" + # Only handle DMs here, app_mention handles channel mentions + if message.get('channel_type') == 'im': + logger.info(f"šŸ“Ø DM from user {message.get('user')}") + handle_message_event( + message=message, + say=say, + client=client, + state_manager=state_manager, + auth_handler=auth_handler, + databricks_client=databricks_client, + logger=logger + ) + + +@app.action(re.compile(r"^share_response_.*")) +def handle_share_response(ack, body, client): + """Handle share to channel button click""" + ack() + + user_id = body["user"]["id"] + action = body["actions"][0] + response_id = action["value"] + + # Retrieve the stored response + response_data = state_manager.get_user_data(user_id, f"pending_share_{response_id}") + + if response_data: + # Post the message publicly in the thread + client.chat_postMessage( + channel=response_data["channel_id"], + thread_ts=response_data["thread_ts"], + text=f"<@{user_id}> shared:\n\n{response_data['content']}" + ) + + # Update the ephemeral message to show it was shared + client.chat_update( + channel=body["channel"]["id"], + ts=body["message"]["ts"], + text=response_data["content"], + blocks=[ + { + "type": "section", + "text": { + "type": "mrkdwn", + "text": response_data["content"] + } + }, + { + "type": "context", + "elements": [ + { + "type": "mrkdwn", + "text": "āœ… _Shared to channel_" + } + ] + } + ] + ) + + # Clean up stored data + state_manager.set_user_data(user_id, f"pending_share_{response_id}", None) + + logger.info(f"User {user_id} shared response {response_id} to channel") + + +@app.command("/databricks-logout") +def handle_logout_command(ack, command, respond): + """Handle /databricks-logout slash command""" + ack() + user_id = command["user_id"] + auth_handler.handle_logout(user_id) + respond("You have been logged out from Databricks.") + + +@app.event("app_home_opened") +def handle_app_home_opened(event, client): + """Handle app home opened event""" + user_id = event["user"] + is_authenticated = auth_handler.is_authenticated(user_id) + + blocks = [ + { + "type": "header", + "text": {"type": "plain_text", "text": "Welcome to Databricks Agent Bot"} + }, + { + "type": "section", + "text": { + "type": "mrkdwn", + "text": "*What I can do:*\nā€¢ Answer questions using Databricks agents\nā€¢ Execute tool calls and show results\nā€¢ Maintain conversation context in threads" + } + }, + {"type": "divider"} + ] + + if is_authenticated: + blocks.append({ + "type": "section", + "text": { + "type": "mrkdwn", + "text": "āœ… *Status:* Authenticated\n\nYou can start chatting with me in any channel where I'm added!" + } + }) + else: + auth_message = auth_handler.create_auth_message(user_id, "app_home") + blocks.extend(auth_message["blocks"]) + + try: + client.views_publish( + user_id=user_id, + view={"type": "home", "blocks": blocks} + ) + except Exception as e: + logger.error(f"Error publishing home view: {e}") + + +@app.error +def custom_error_handler(error, body, logger): + """Global error handler""" + logger.error(f"āŒ Error: {error}") + logger.debug(f"Request body: {body}") + + +def start_oauth_server(): + """Start OAuth callback server in background thread""" + # Create a callback wrapper for processing messages after OAuth + def process_message_after_oauth(message, channel_id, thread_ts): + """Process a pending message after OAuth completion""" + # Use the app's client to send the response + handle_message_event( + message=message, + say=lambda **kwargs: app.client.chat_postMessage( + channel=channel_id, + thread_ts=kwargs.get("thread_ts"), + text=kwargs.get("text", ""), + blocks=kwargs.get("blocks") + ), + client=app.client, + state_manager=state_manager, + auth_handler=auth_handler, + databricks_client=databricks_client, + logger=logger + ) + + flask_app = create_oauth_server( + CONFIG, + auth_handler, + state_manager, + databricks_client, + app.client, + process_message_after_oauth + ) + + def run_server(): + flask_app.run(port=CONFIG.PORT, debug=False, use_reloader=False) + + thread = threading.Thread(target=run_server, daemon=True) + thread.start() + logger.info(f"šŸ” OAuth callback server running on port {CONFIG.PORT}") + logger.info(f" ā†’ http://localhost:{CONFIG.PORT}/oauth/callback") + + +def main(): + """Main entry point""" + try: + logger.info("šŸš€ Starting bot in Socket Mode...") + + # Start OAuth callback server + start_oauth_server() + + # Start Socket Mode handler (blocking) + handler = SocketModeHandler(app, CONFIG.SLACK_APP_TOKEN) + logger.info("āš” Socket Mode handler starting...") + handler.start() + + except KeyboardInterrupt: + logger.info("šŸ‘‹ Bot stopped by user") + except Exception as e: + logger.error(f"āŒ Error starting bot: {e}") + import traceback + traceback.print_exc() + sys.exit(1) + + +if __name__ == "__main__": + main() diff --git a/slack-bot/dev_tools/__init__.py b/slack-bot/dev_tools/__init__.py new file mode 100644 index 0000000..04373b8 --- /dev/null +++ b/slack-bot/dev_tools/__init__.py @@ -0,0 +1 @@ +# Dev tools package \ No newline at end of file diff --git a/slack-bot/dev_tools/devloop.sh b/slack-bot/dev_tools/devloop.sh new file mode 100755 index 0000000..e7882ba --- /dev/null +++ b/slack-bot/dev_tools/devloop.sh @@ -0,0 +1,193 @@ +#!/bin/bash +# Complete dev loop: Start bot, send test messages, observe logs +# +# Usage: +# ./dev_tools/devloop.sh # Interactive mode +# ./dev_tools/devloop.sh auto # Run automated tests + +set -e + +# Colors +RED='\033[0;31m' +GREEN='\033[0;32m' +YELLOW='\033[1;33m' +BLUE='\033[0;34m' +CYAN='\033[0;36m' +NC='\033[0m' + +# Config +BOT_SCRIPT="app_socket.py" +BOT_LOG="bot.log" + +echo -e "${BLUE}ā•”ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•—${NC}" +echo -e "${BLUE}ā•‘ Slack Bot Development Loop ā•‘${NC}" +echo -e "${BLUE}ā•šā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•${NC}" +echo "" + +# Check if bot is running +check_bot() { + BOT_PID=$(ps aux | grep "[p]ython.*app" | awk '{print $2}') + if [ -z "$BOT_PID" ]; then + return 1 + fi + return 0 +} + +# Start bot +start_bot() { + echo -e "${YELLOW}šŸš€ Starting bot...${NC}" + + if check_bot; then + echo -e "${GREEN}āœ… Bot already running (PID: $BOT_PID)${NC}" + return 0 + fi + + # Start bot in background + nohup python "$BOT_SCRIPT" > "$BOT_LOG" 2>&1 & + BOT_PID=$! + + echo " Waiting for bot to initialize..." + sleep 3 + + if check_bot; then + echo -e "${GREEN}āœ… Bot started (PID: $BOT_PID)${NC}" + echo " Logs: tail -f $BOT_LOG" + else + echo -e "${RED}āŒ Failed to start bot${NC}" + echo "Check logs: cat $BOT_LOG" + exit 1 + fi +} + +# Stop bot +stop_bot() { + echo -e "${YELLOW}šŸ›‘ Stopping bot...${NC}" + + if check_bot; then + kill $BOT_PID + sleep 1 + echo -e "${GREEN}āœ… Bot stopped${NC}" + else + echo -e "${CYAN}ā„¹ļø Bot not running${NC}" + fi +} + +# Send test message +send_test() { + local message="$1" + echo -e "${CYAN}šŸ“¤ Sending: ${message}${NC}" + python dev_tools/send_test_message.py --mention "$message" +} + +# Run automated tests +run_tests() { + echo -e "${YELLOW}šŸ§Ŗ Running automated tests...${NC}" + echo "" + python dev_tools/test_bot_flow.py --verbose +} + +# Watch logs +watch_logs() { + echo -e "${CYAN}šŸ‘€ Watching logs (Ctrl+C to stop)...${NC}" + echo "" + tail -f "$BOT_LOG" | while IFS= read -r line; do + case "$line" in + *ERROR*|*āŒ*) + echo -e "${RED}${line}${NC}" + ;; + *WARNING*|*āš ļø*) + echo -e "${YELLOW}${line}${NC}" + ;; + *šŸ“Ø*|*šŸ“¢*) + echo -e "${CYAN}${line}${NC}" + ;; + *) + echo "$line" + ;; + esac + done +} + +# Interactive mode +interactive() { + while true; do + echo "" + echo -e "${BLUE}ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•ā•${NC}" + echo "Choose an action:" + echo " 1) Start bot" + echo " 2) Stop bot" + echo " 3) Restart bot" + echo " 4) Send test message" + echo " 5) Run automated tests" + echo " 6) Watch logs" + echo " 7) View recent logs" + echo " q) Quit" + echo "" + read -p "Enter choice: " choice + + case $choice in + 1) + start_bot + ;; + 2) + stop_bot + ;; + 3) + stop_bot + sleep 1 + start_bot + ;; + 4) + read -p "Enter message: " msg + send_test "$msg" + ;; + 5) + run_tests + ;; + 6) + watch_logs + ;; + 7) + echo "" + tail -20 "$BOT_LOG" + ;; + q|Q) + echo "Bye!" + exit 0 + ;; + *) + echo "Invalid choice" + ;; + esac + done +} + +# Main +case "${1:-interactive}" in + auto|test) + start_bot + echo "" + run_tests + TEST_EXIT=$? + echo "" + stop_bot + exit $TEST_EXIT + ;; + start) + start_bot + ;; + stop) + stop_bot + ;; + restart) + stop_bot + sleep 1 + start_bot + ;; + logs) + watch_logs + ;; + interactive|*) + interactive + ;; +esac diff --git a/slack-bot/dev_tools/send_test_message.py b/slack-bot/dev_tools/send_test_message.py new file mode 100644 index 0000000..687bf3b --- /dev/null +++ b/slack-bot/dev_tools/send_test_message.py @@ -0,0 +1,138 @@ +#!/usr/bin/env python3 +""" +Send test messages to Slack as a user for testing the bot. + +Usage: + python dev_tools/send_test_message.py "Hello bot!" + python dev_tools/send_test_message.py "@BotName what is 2+2?" + python dev_tools/send_test_message.py "test message" --channel C123456 +""" + +import os +import sys +from pathlib import Path +from dotenv import load_dotenv +from slack_sdk import WebClient +from slack_sdk.errors import SlackApiError +import argparse + +# Load environment +env_file = Path(__file__).parent.parent / ".env.local" +if env_file.exists(): + load_dotenv(env_file) + +def send_message(text, channel=None, as_user=True): + """Send a message to Slack""" + + # Use user token to send message as a real user (not bot) + token = os.environ.get("SLACK_USER_TOKEN") + if not token: + print("āŒ SLACK_USER_TOKEN not found in environment") + print(" Add SLACK_USER_TOKEN to .env.local") + sys.exit(1) + + client = WebClient(token=token) + + # Get default test channel if not specified + if not channel: + channel = os.environ.get("SLACK_TEST_CHANNEL", "test-chatbot-app") + + try: + # Send message as user (don't use as_user parameter with user tokens) + response = client.chat_postMessage( + channel=channel, + text=text + ) + + print(f"āœ… Message sent to #{channel}") + print(f" Message: {text}") + print(f" Timestamp: {response['ts']}") + print(f" Thread: {response.get('thread_ts', response['ts'])}") + + return response + + except SlackApiError as e: + print(f"āŒ Error sending message: {e.response['error']}") + print(f" Details: {e.response}") + sys.exit(1) + + +def send_mention(text, channel=None, bot_user_id=None): + """Send a message mentioning the bot""" + + if not bot_user_id: + # Get bot user ID from bot token + bot_token = os.environ.get("SLACK_BOT_TOKEN") + client = WebClient(token=bot_token) + + try: + auth_response = client.auth_test() + bot_user_id = auth_response["user_id"] + bot_name = auth_response["user"] + print(f"šŸ¤– Bot: {bot_name} ({bot_user_id})") + except SlackApiError as e: + print(f"āŒ Error getting bot info: {e.response['error']}") + sys.exit(1) + + # Add mention to text + mention_text = f"<@{bot_user_id}> {text}" + + return send_message(mention_text, channel) + + +def send_dm(text, user_id=None): + """Send a DM to the bot""" + + token = os.environ.get("SLACK_BOT_TOKEN") + client = WebClient(token=token) + + if not user_id: + # Get current user from token (if user token) or use bot + try: + auth_response = client.auth_test() + user_id = auth_response["user_id"] + except SlackApiError as e: + print(f"āŒ Error: {e.response['error']}") + sys.exit(1) + + try: + # Open DM conversation + response = client.conversations_open(users=[user_id]) + dm_channel = response["channel"]["id"] + + print(f"šŸ’¬ Opened DM: {dm_channel}") + + # Send message + return send_message(text, channel=dm_channel) + + except SlackApiError as e: + print(f"āŒ Error opening DM: {e.response['error']}") + sys.exit(1) + + +def main(): + parser = argparse.ArgumentParser(description="Send test messages to Slack") + parser.add_argument("text", help="Message text to send") + parser.add_argument("--channel", "-c", help="Channel to send to (default: SLACK_TEST_CHANNEL env var)") + parser.add_argument("--mention", "-m", action="store_true", help="Mention the bot") + parser.add_argument("--dm", "-d", action="store_true", help="Send as DM") + parser.add_argument("--thread", "-t", help="Thread timestamp to reply to") + + args = parser.parse_args() + + print("šŸš€ Sending test message to Slack...") + print() + + if args.dm: + send_dm(args.text) + elif args.mention: + send_mention(args.text, channel=args.channel) + else: + send_message(args.text, channel=args.channel) + + print() + print("āœ… Done! Check the Slack channel and bot logs.") + + +if __name__ == "__main__": + main() diff --git a/slack-bot/dev_tools/test_bot_flow.py b/slack-bot/dev_tools/test_bot_flow.py new file mode 100644 index 0000000..ad9a058 --- /dev/null +++ b/slack-bot/dev_tools/test_bot_flow.py @@ -0,0 +1,230 @@ +#!/usr/bin/env python3 +""" +End-to-end test flow for the Slack bot. + +Tests: +1. Send message mentioning bot +2. Wait for response +3. Validate response +4. Check logs + +Usage: + python dev_tools/test_bot_flow.py + python dev_tools/test_bot_flow.py --verbose +""" + +import os +import sys +import time +from pathlib import Path +from dotenv import load_dotenv +from slack_sdk import WebClient +from slack_sdk.errors import SlackApiError +import argparse + +# Load environment +env_file = Path(__file__).parent.parent / ".env.local" +if env_file.exists(): + load_dotenv(env_file) + + +class BotTester: + def __init__(self, verbose=False): + self.verbose = verbose + self.user_token = os.environ.get("SLACK_USER_TOKEN") + self.bot_token = os.environ.get("SLACK_BOT_TOKEN") + + if not self.user_token: + raise Exception("SLACK_USER_TOKEN not found. Add to .env.local") + + self.client = WebClient(token=self.user_token) # Use user token to send messages + self.test_channel = os.environ.get("SLACK_TEST_CHANNEL", "test-chatbot-app") + + # Get bot info from bot token + bot_client = WebClient(token=self.bot_token) + auth_response = bot_client.auth_test() + self.bot_user_id = auth_response["user_id"] + self.bot_name = auth_response["user"] + + self.log(f"šŸ¤– Testing bot: {self.bot_name} ({self.bot_user_id})") + self.log(f"šŸ“ Test channel: #{self.test_channel}") + + def log(self, message, always=False): + """Log message if verbose or always""" + if self.verbose or always: + print(message) + + def send_message(self, text, mention=True): + """Send a test message""" + if mention: + text = f"<@{self.bot_user_id}> {text}" + + self.log(f"\nšŸ“¤ Sending: {text}") + + try: + response = self.client.chat_postMessage( + channel=self.test_channel, + text=text + ) + + self.log(f"āœ… Sent at {response['ts']}") + return response + + except SlackApiError as e: + print(f"āŒ Error sending message: {e.response['error']}") + raise + + def wait_for_response(self, after_ts, timeout=10): + """Wait for bot response after a timestamp""" + self.log(f"ā³ Waiting for response (timeout: {timeout}s)...") + + start_time = time.time() + + while (time.time() - start_time) < timeout: + try: + # Get recent messages + response = self.client.conversations_history( + channel=self.test_channel, + oldest=after_ts, + limit=10 + ) + + # Look for bot response + for message in response['messages']: + if message.get('user') == self.bot_user_id or message.get('bot_id'): + self.log(f"āœ… Got response: {message.get('text', '(attachment)')[:100]}") + return message + + time.sleep(1) + + except SlackApiError as e: + print(f"āŒ Error checking messages: {e.response['error']}") + raise + + self.log(f"āš ļø No response after {timeout}s", always=True) + return None + + def test_simple_message(self): + """Test 1: Simple message""" + print("\n" + "="*60) + print("TEST 1: Simple Message") + print("="*60) + + sent = self.send_message("Hello! This is a test.") + response = self.wait_for_response(sent['ts']) + + if response: + print("āœ… Test 1 PASSED: Bot responded") + return True + else: + print("āŒ Test 1 FAILED: No response") + return False + + def test_authentication_flow(self): + """Test 2: Authentication prompt""" + print("\n" + "="*60) + print("TEST 2: Authentication Flow") + print("="*60) + + sent = self.send_message("What can you do?") + response = self.wait_for_response(sent['ts']) + + if response: + # Check if it's an auth prompt or response + text = response.get('text', '').lower() + has_auth = 'authenticate' in text or 'sign in' in text + + if has_auth: + print("āœ… Test 2 PASSED: Bot prompted authentication") + else: + print("āœ… Test 2 PASSED: Bot responded (already authenticated?)") + return True + else: + print("āŒ Test 2 FAILED: No response") + return False + + def test_command(self): + """Test 3: Command""" + print("\n" + "="*60) + print("TEST 3: Logout Command") + print("="*60) + + # Try logout command + try: + response = self.client.chat_command( + channel=self.test_channel, + command="/databricks-logout" + ) + print("āœ… Test 3 PASSED: Command executed") + return True + except SlackApiError as e: + if e.response['error'] == 'invalid_command': + print("āš ļø Test 3 SKIPPED: Command not installed") + return True + else: + print(f"āŒ Test 3 FAILED: {e.response['error']}") + return False + + def run_all_tests(self): + """Run all tests""" + print("\n" + "="*60) + print("šŸ§Ŗ SLACK BOT END-TO-END TESTS") + print("="*60) + print(f"Bot: {self.bot_name}") + print(f"Channel: #{self.test_channel}") + print() + + results = [] + + # Run tests + results.append(("Simple Message", self.test_simple_message())) + results.append(("Authentication Flow", self.test_authentication_flow())) + results.append(("Logout Command", self.test_command())) + + # Summary + print("\n" + "="*60) + print("SUMMARY") + print("="*60) + + passed = sum(1 for _, result in results if result) + total = len(results) + + for test_name, result in results: + status = "āœ… PASS" if result else "āŒ FAIL" + print(f"{status} - {test_name}") + + print() + print(f"Results: {passed}/{total} tests passed") + + if passed == total: + print("šŸŽ‰ All tests passed!") + return 0 + else: + print("āŒ Some tests failed") + return 1 + + +def main(): + parser = argparse.ArgumentParser(description="Run end-to-end bot tests") + parser.add_argument("--verbose", "-v", action="store_true", help="Verbose output") + parser.add_argument("--channel", "-c", help="Test channel (default: SLACK_TEST_CHANNEL env)") + + args = parser.parse_args() + + if args.channel: + os.environ["SLACK_TEST_CHANNEL"] = args.channel + + try: + tester = BotTester(verbose=args.verbose) + exit_code = tester.run_all_tests() + sys.exit(exit_code) + + except Exception as e: + print(f"\nāŒ Fatal error: {e}") + import traceback + traceback.print_exc() + sys.exit(1) + + +if __name__ == "__main__": + main() diff --git a/slack-bot/dev_tools/watch_logs.sh b/slack-bot/dev_tools/watch_logs.sh new file mode 100755 index 0000000..565ace7 --- /dev/null +++ b/slack-bot/dev_tools/watch_logs.sh @@ -0,0 +1,53 @@ +#!/bin/bash +# Watch bot logs in real-time with color highlighting +# +# Usage: +# ./dev_tools/watch_logs.sh + +# Colors +RED='\033[0;31m' +GREEN='\033[0;32m' +YELLOW='\033[1;33m' +BLUE='\033[0;34m' +MAGENTA='\033[0;35m' +CYAN='\033[0;36m' +NC='\033[0m' # No Color + +echo "šŸ‘€ Watching bot logs..." +echo "Press Ctrl+C to stop" +echo "" + +# Find bot process +BOT_PID=$(ps aux | grep "[p]ython app" | awk '{print $2}') + +if [ -z "$BOT_PID" ]; then + echo "āŒ Bot not running. Start it with: python app_socket.py" + exit 1 +fi + +echo "Found bot process: $BOT_PID" +echo "" + +# Tail logs and colorize +tail -f /dev/stdin | while IFS= read -r line; do + case "$line" in + *ERROR*|*āŒ*) + echo -e "${RED}${line}${NC}" + ;; + *WARNING*|*āš ļø*) + echo -e "${YELLOW}${line}${NC}" + ;; + *INFO*|*āœ…*) + echo -e "${GREEN}${line}${NC}" + ;; + *DEBUG*) + echo -e "${CYAN}${line}${NC}" + ;; + *šŸ“Ø*|*šŸ“¢*) + echo -e "${MAGENTA}${line}${NC}" + ;; + *) + echo "$line" + ;; + esac +done diff --git a/slack-bot/handlers/message_handler.py b/slack-bot/handlers/message_handler.py index aa1fc57..ac4b26e 100644 --- a/slack-bot/handlers/message_handler.py +++ b/slack-bot/handlers/message_handler.py @@ -1,7 +1,9 @@ """Message event handler for Slack bot""" import asyncio +import json import logging +import uuid from typing import Dict, List from slack_sdk import WebClient @@ -44,6 +46,16 @@ def handle_message_event( # Check authentication if not auth_handler.is_authenticated(user_id): logger.info(f"User {user_id} not authenticated") + + # Store the pending message to auto-respond after OAuth + pending_data = { + "text": text, + "channel_id": channel_id, + "thread_ts": thread_ts, + } + state_manager.set_user_data(user_id, "pending_message", pending_data) + logger.info(f"Stored pending message for user {user_id}: channel={channel_id}, thread_ts={thread_ts}") + auth_message = auth_handler.create_auth_message(user_id, channel_id) # Send ephemeral message (only visible to user) @@ -79,7 +91,8 @@ def handle_message_event( user_id=user_id, say=say, client=client, - state_manager=state_manager + state_manager=state_manager, + logger=logger ) except Exception as e: @@ -106,7 +119,8 @@ def send_agent_responses( user_id: str, say, client: WebClient, - state_manager + state_manager, + logger ): """Send agent responses to Slack""" # Add user message to history @@ -116,12 +130,68 @@ def send_agent_responses( for item in response: # Handle response format: [{'role': 'assistant', 'content': '...'}] - if item.get("role") == "assistant" and "content" in item: - # Send message in thread (visible to everyone) - say( - text=item["content"], - thread_ts=thread_ts - ) + logger.info(f"Processing response item: role={item.get('role')}, has_content={bool(item.get('content'))}") + if item.get("role") == "assistant" and item.get("content"): + # Send ephemeral message (only visible to user) with share button + logger.info(f"Sending ephemeral message to user {user_id}") + # Generate unique ID for this response + response_id = str(uuid.uuid4()) + + # Store the response for later sharing + state_manager.set_user_data(user_id, f"pending_share_{response_id}", { + "content": item["content"], + "thread_ts": thread_ts, + "channel_id": channel_id + }) + + # Truncate content if too long for Slack blocks (max 3000 chars) + display_content = item["content"] + if len(display_content) > 2900: + display_content = display_content[:2900] + "... (truncated)" + + try: + logger.info(f"Ephemeral params: channel={channel_id}, user={user_id}, thread_ts={thread_ts}") + # Don't use thread_ts for ephemeral messages - they appear in channel view + result = client.chat_postEphemeral( + channel=channel_id, + user=user_id, + text=item["content"], # Fallback text + blocks=[ + { + "type": "section", + "text": { + "type": "mrkdwn", + "text": display_content + } + }, + { + "type": "actions", + "block_id": f"share_block_{response_id}", + "elements": [ + { + "type": "button", + "text": { + "type": "plain_text", + "text": "šŸ“¢ Share to channel", + "emoji": True + }, + "style": "primary", + "value": response_id, + "action_id": f"share_response_{response_id}" + } + ] + } + ] + ) + logger.info(f"Ephemeral message sent successfully with response_id: {response_id}") + logger.info(f"Ephemeral result: {result}") + except Exception as e: + logger.error(f"Failed to send ephemeral message: {e}") + import traceback + traceback.print_exc() + # Fallback: send as regular message + logger.info("Falling back to regular message") + say(text=item["content"], thread_ts=thread_ts) state_manager.add_message_to_history(thread_ts, "assistant", item["content"]) elif item.get("type") == "tool_call": @@ -145,6 +215,8 @@ def send_agent_responses( thread_ts=thread_ts ) + logger.info(f"Finished processing {len(response)} response items") + def create_tool_call_block(tool_call_info: Dict) -> List[Dict]: """Create Slack blocks for tool call display""" diff --git a/slack-bot/http_mode.py b/slack-bot/http_mode.py new file mode 100644 index 0000000..560ad6e --- /dev/null +++ b/slack-bot/http_mode.py @@ -0,0 +1,161 @@ +#!/usr/bin/env python3 +""" +Slack bot using HTTP mode with Events API. + +This version requires: +- Public HTTPS URL for Slack events +- Event Subscriptions configured in Slack app +- For production deployments only + +For local development, use app_socket.py instead. +""" + +import logging +import sys +from pathlib import Path +from dotenv import load_dotenv +from flask import Flask, request +from slack_bolt import App +from slack_bolt.adapter.flask import SlackRequestHandler + +# Load environment variables +env_file = Path(__file__).parent / ".env.local" +if env_file.exists(): + load_dotenv(env_file) +else: + load_dotenv(Path(__file__).parent / ".env") + +from config import DefaultConfig +from storage import StateManager +from handlers import AuthHandler, handle_message_event +from client import DatabricksClient +from oauth_server import create_oauth_server + +# Configure logging +logging.basicConfig( + level=logging.INFO, + format='%(asctime)s - %(name)s - %(levelname)s - %(message)s', + handlers=[logging.StreamHandler(sys.stdout)] +) +logger = logging.getLogger(__name__) + +# Load configuration +CONFIG = DefaultConfig() + +# Validate required configuration +required_configs = [ + "SLACK_BOT_TOKEN", + "SLACK_SIGNING_SECRET", + "DATABRICKS_HOST", + "SERVING_ENDPOINT_NAME" +] +missing_configs = [c for c in required_configs if not getattr(CONFIG, c)] +if missing_configs: + logger.error(f"Missing required configuration: {', '.join(missing_configs)}") + sys.exit(1) + +# Initialize Slack app +app = App( + token=CONFIG.SLACK_BOT_TOKEN, + signing_secret=CONFIG.SLACK_SIGNING_SECRET, +) + +# Initialize components +state_manager = StateManager() +auth_handler = AuthHandler(CONFIG, state_manager) +databricks_client = DatabricksClient( + CONFIG.DATABRICKS_HOST, + CONFIG.SERVING_ENDPOINT_NAME +) + +logger.info("Slack bot initialized successfully") + + +# Event Handlers (same as Socket Mode) + +@app.event("message") +async def message_handler(message, say, client): + """Handle incoming message events""" + await handle_message_event( + message=message, + say=say, + client=client, + state_manager=state_manager, + auth_handler=auth_handler, + databricks_client=databricks_client, + logger=logger + ) + + +@app.event("app_mention") +async def handle_app_mention(event, say, client): + """Handle @mentions of the bot""" + await handle_message_event( + message=event, + say=say, + client=client, + state_manager=state_manager, + auth_handler=auth_handler, + databricks_client=databricks_client, + logger=logger + ) + + +@app.command("/databricks-logout") +async def handle_logout_command(ack, command, respond): + """Handle /databricks-logout slash command""" + await ack() + user_id = command["user_id"] + auth_handler.handle_logout(user_id) + await respond("You have been logged out from Databricks.") + + +@app.error +async def custom_error_handler(error, body, logger): + """Global error handler""" + logger.error(f"Error: {error}") + + +# Create Flask app for HTTP mode +flask_app = Flask(__name__) +slack_handler = SlackRequestHandler(app) + +# OAuth callback server +oauth_app = create_oauth_server(CONFIG, auth_handler, state_manager) +flask_app.register_blueprint(oauth_app) + + +@flask_app.route("/slack/events", methods=["POST"]) +def slack_events(): + """Handle Slack events via HTTP""" + return slack_handler.handle(request) + + +@flask_app.route("/health", methods=["GET"]) +def health_check(): + """Health check endpoint""" + return {"status": "ok"}, 200 + + +def main(): + """Main entry point""" + try: + logger.info(f"Starting bot in HTTP mode on port {CONFIG.PORT}...") + logger.info(f"Slack events endpoint: http://localhost:{CONFIG.PORT}/slack/events") + logger.info(f"OAuth callback: http://localhost:{CONFIG.PORT}/oauth/callback") + logger.warning("āš ļø HTTP mode requires public HTTPS URL for production!") + logger.warning(" For local development, use app_socket.py instead") + + flask_app.run(port=CONFIG.PORT, debug=False) + + except KeyboardInterrupt: + logger.info("Bot stopped by user") + except Exception as e: + logger.error(f"Error starting bot: {e}") + import traceback + traceback.print_exc() + sys.exit(1) + + +if __name__ == "__main__": + main() diff --git a/slack-bot/oauth_server.py b/slack-bot/oauth_server.py new file mode 100644 index 0000000..08bfce5 --- /dev/null +++ b/slack-bot/oauth_server.py @@ -0,0 +1,142 @@ +#!/usr/bin/env python3 +""" +Standalone OAuth callback server for Databricks authentication. +Runs in background thread alongside Socket Mode. +""" + +import asyncio +import logging +from flask import Flask, request + +logger = logging.getLogger(__name__) + + +def create_oauth_server(config, auth_handler, state_manager, databricks_client, slack_client, handle_message_callback): + """Create Flask app for OAuth callbacks""" + + app = Flask(__name__) + + @app.route("/oauth/callback", methods=["GET"]) + def oauth_callback(): + """ + Handle OAuth callback from Databricks. + Exchanges authorization code for access token. + """ + try: + # Get authorization code and state from query parameters + code = request.args.get("code") + state = request.args.get("state") + error = request.args.get("error") + + if error: + logger.error(f"OAuth error: {error}") + return _error_page(f"Error: {error}"), 400 + + if not code or not state: + logger.error("Missing code or state in OAuth callback") + return _error_page("Missing required parameters"), 400 + + # Parse state to get user_id + try: + user_id, channel_id = state.split(":") + except ValueError: + logger.error(f"Invalid state format: {state}") + return _error_page("Invalid state"), 400 + + # Validate state (CSRF protection) + if not auth_handler.validate_state(state, user_id): + logger.error(f"State validation failed for user {user_id}") + return _error_page("Security validation failed"), 400 + + # Exchange code for token (run async function in sync context) + access_token, expires_in = asyncio.run(auth_handler.exchange_code_for_token(code, user_id)) + + if not access_token: + logger.error(f"Failed to exchange code for token for user {user_id}") + return _error_page("Token exchange failed"), 500 + + # Store token + state_manager.store_user_token(user_id, access_token, expires_in) + logger.info(f"Successfully authenticated user {user_id}") + + # Check for pending message and auto-respond + pending_message = state_manager.get_user_data(user_id, "pending_message") + if pending_message: + logger.info(f"Processing pending message for user {user_id}") + try: + # Process the pending message + handle_message_callback( + message={ + "user": user_id, + "text": pending_message["text"], + "channel": pending_message["channel_id"], + "ts": pending_message["thread_ts"], + "thread_ts": pending_message["thread_ts"] + }, + channel_id=pending_message["channel_id"], + thread_ts=pending_message["thread_ts"] + ) + # Clear pending message after processing + state_manager.set_user_data(user_id, "pending_message", None) + logger.info(f"Successfully processed pending message for user {user_id}") + except Exception as e: + logger.error(f"Failed to process pending message: {e}") + import traceback + traceback.print_exc() + + # Send success message to Slack + try: + success_text = f"āœ… <@{user_id}> You're now authenticated!" + if pending_message: + success_text += " Processing your message..." + else: + success_text += " Send me a message to get started." + + slack_client.chat_postMessage( + channel=channel_id, + text=success_text, + ) + except Exception as e: + logger.error(f"Failed to send success message to Slack: {e}") + + # Return success page + return _success_page(), 200 + + except Exception as e: + logger.error(f"Error in OAuth callback: {e}") + import traceback + traceback.print_exc() + return _error_page("An unexpected error occurred"), 500 + + return app + + +def _success_page(): + """Success page HTML""" + return """ + + +

āœ… Authentication Successful!

+

You're now connected to Databricks.

+

You can close this window and return to Slack.

+ + + + """ + + +def _error_page(message): + """Error page HTML""" + return f""" + + +

āŒ Authentication Failed

+

{message}

+

Please close this window and try again in Slack.

+ + + """ diff --git a/slack-bot/test_connection.py b/slack-bot/test_connection.py new file mode 100644 index 0000000..e21c386 --- /dev/null +++ b/slack-bot/test_connection.py @@ -0,0 +1,68 @@ +#!/usr/bin/env python3 +""" +Quick test to verify Slack connection and configuration +""" + +import os +from pathlib import Path +from dotenv import load_dotenv + +# Load env +env_file = Path(__file__).parent / ".env.local" +if env_file.exists(): + load_dotenv(env_file) + print(f"āœ… Loaded: {env_file}") +else: + print("āŒ No .env.local found") + exit(1) + +# Check required vars +required_vars = [ + "SLACK_BOT_TOKEN", + "SLACK_APP_TOKEN", + "SLACK_SIGNING_SECRET", + "DATABRICKS_HOST", + "SERVING_ENDPOINT_NAME" +] + +print("\nšŸ“‹ Configuration Check:") +all_set = True +for var in required_vars: + value = os.environ.get(var, "") + if value: + masked = value[:10] + "..." if len(value) > 10 else value + print(f" āœ… {var}: {masked}") + else: + print(f" āŒ {var}: NOT SET") + all_set = False + +if not all_set: + print("\nāŒ Missing required variables!") + exit(1) + +# Test Slack connection +print("\nšŸ”Œ Testing Slack API connection...") +try: + from slack_sdk import WebClient + client = WebClient(token=os.environ["SLACK_BOT_TOKEN"]) + + auth_response = client.auth_test() + print(f" āœ… Connected to Slack!") + print(f" šŸ“± Bot User ID: {auth_response['user_id']}") + print(f" šŸ‘¤ Bot Name: {auth_response['user']}") + print(f" šŸ¢ Team: {auth_response['team']}") + +except Exception as e: + print(f" āŒ Slack connection failed: {e}") + exit(1) + +# Check Socket Mode token +print("\nšŸ” Testing Socket Mode token...") +app_token = os.environ.get("SLACK_APP_TOKEN", "") +if app_token.startswith("xapp-"): + print(f" āœ… App token format correct: {app_token[:15]}...") +else: + print(f" āŒ App token should start with 'xapp-', got: {app_token[:10]}...") + +print("\nāœ… All checks passed! Ready to run the bot.") +print("\nRun: python app.py") From edda0a61d866210d40a2695ff2fbdadeeb476246 Mon Sep 17 00:00:00 2001 From: Sid Murching Date: Tue, 28 Oct 2025 20:46:17 -0700 Subject: [PATCH 14/21] Add rich UX features: reactions, status messages, and share/generate buttons MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Features: - Eyes emoji reaction on message receipt for instant acknowledgment - Public "working on it" status message after authentication - Ephemeral responses with Share to channel button - Public "Generate my own answer" button for other users - Auto-hide buttons after use UX improvements: - Share posts raw content without user attribution prefix - Generate button creates personalized answer for each user - Both buttons hide and show completion status after use šŸ¤– Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude --- slack-bot/app_socket.py | 81 ++++++++++++++++++++++++++- slack-bot/handlers/message_handler.py | 59 ++++++++++++++++++- 2 files changed, 136 insertions(+), 4 deletions(-) diff --git a/slack-bot/app_socket.py b/slack-bot/app_socket.py index a3a8818..6e8b4a2 100644 --- a/slack-bot/app_socket.py +++ b/slack-bot/app_socket.py @@ -131,14 +131,14 @@ def handle_share_response(ack, body, client): response_data = state_manager.get_user_data(user_id, f"pending_share_{response_id}") if response_data: - # Post the message publicly in the thread + # Post the message publicly in the thread (raw content without prefix) client.chat_postMessage( channel=response_data["channel_id"], thread_ts=response_data["thread_ts"], - text=f"<@{user_id}> shared:\n\n{response_data['content']}" + text=response_data['content'] ) - # Update the ephemeral message to show it was shared + # Update the ephemeral message to hide the share button client.chat_update( channel=body["channel"]["id"], ts=body["message"]["ts"], @@ -169,6 +169,81 @@ def handle_share_response(ack, body, client): logger.info(f"User {user_id} shared response {response_id} to channel") +@app.action("generate_own_answer") +def handle_generate_own_answer(ack, body, client, say): + """Handle Generate my own answer button click""" + ack() + + user_id = body["user"]["id"] + action = body["actions"][0] + value = action["value"] + + # Parse thread_ts and original text from value + try: + thread_ts, original_text = value.split(":", 1) + except ValueError: + logger.error(f"Invalid action value format: {value}") + return + + channel_id = body["channel"]["id"] + + logger.info(f"User {user_id} clicked Generate button for message: {original_text}") + + # Update the message to hide the button and show it was used + try: + original_message = body["message"] + # Find the original text block + text_block = None + for block in original_message.get("blocks", []): + if block.get("type") == "section": + text_block = block + break + + updated_blocks = [] + if text_block: + updated_blocks.append(text_block) + + # Add a context showing the button was used + updated_blocks.append({ + "type": "context", + "elements": [ + { + "type": "mrkdwn", + "text": f"āœ… <@{user_id}> generated their own answer" + } + ] + }) + + client.chat_update( + channel=channel_id, + ts=original_message["ts"], + text=original_message.get("text", ""), + blocks=updated_blocks + ) + except Exception as e: + logger.error(f"Failed to update Generate button message: {e}") + + # Create a synthetic message event for this user + synthetic_message = { + "user": user_id, + "text": original_text, + "channel": channel_id, + "ts": thread_ts, + "thread_ts": thread_ts + } + + # Process the message for this user + handle_message_event( + message=synthetic_message, + say=say, + client=client, + state_manager=state_manager, + auth_handler=auth_handler, + databricks_client=databricks_client, + logger=logger + ) + + @app.command("/databricks-logout") def handle_logout_command(ack, command, respond): """Handle /databricks-logout slash command""" diff --git a/slack-bot/handlers/message_handler.py b/slack-bot/handlers/message_handler.py index ac4b26e..883202b 100644 --- a/slack-bot/handlers/message_handler.py +++ b/slack-bot/handlers/message_handler.py @@ -27,6 +27,7 @@ def handle_message_event( text = message.get("text", "").strip() channel_id = message.get("channel") thread_ts = message.get("thread_ts") or message.get("ts") + message_ts = message.get("ts") # Ignore bot messages and empty messages if not user_id or not text or message.get("bot_id"): @@ -34,6 +35,16 @@ def handle_message_event( logger.info(f"Processing message from user {user_id}: {text}") + # React with eyes emoji to acknowledge receipt + try: + client.reactions_add( + channel=channel_id, + timestamp=message_ts, + name="eyes" + ) + except Exception as e: + logger.error(f"Failed to add reaction: {e}") + # Handle special commands if text.lower() == "logout": handle_logout(user_id, channel_id, thread_ts, say, auth_handler) @@ -70,6 +81,16 @@ def handle_message_event( # Get user's OAuth token user_token = state_manager.get_user_token(user_id) + # Send public "working on it" message + try: + client.chat_postMessage( + channel=channel_id, + thread_ts=thread_ts, + text=f"Hi <@{user_id}>, I'm asking Databricks agents to respond to your message..." + ) + except Exception as e: + logger.error(f"Failed to send working message: {e}") + # Get conversation history for this thread history = state_manager.get_conversation_history(thread_ts) @@ -151,10 +172,10 @@ def send_agent_responses( try: logger.info(f"Ephemeral params: channel={channel_id}, user={user_id}, thread_ts={thread_ts}") - # Don't use thread_ts for ephemeral messages - they appear in channel view result = client.chat_postEphemeral( channel=channel_id, user=user_id, + thread_ts=thread_ts, text=item["content"], # Fallback text blocks=[ { @@ -185,6 +206,42 @@ def send_agent_responses( ) logger.info(f"Ephemeral message sent successfully with response_id: {response_id}") logger.info(f"Ephemeral result: {result}") + + # Send public message with Generate button for others + try: + client.chat_postMessage( + channel=channel_id, + thread_ts=thread_ts, + text=f"I've privately shared an answer with <@{user_id}> in this thread. Generate your own personalized answer by clicking the button below, and share it with your teammates if you find it useful.", + blocks=[ + { + "type": "section", + "text": { + "type": "mrkdwn", + "text": f"I've privately shared an answer with <@{user_id}> in this thread. Generate your own personalized answer by clicking the button below, and share it with your teammates if you find it useful." + } + }, + { + "type": "actions", + "elements": [ + { + "type": "button", + "text": { + "type": "plain_text", + "text": "šŸŽÆ Generate my own answer", + "emoji": True + }, + "style": "primary", + "value": f"{thread_ts}:{text}", + "action_id": "generate_own_answer" + } + ] + } + ] + ) + except Exception as e: + logger.error(f"Failed to send generate button message: {e}") + except Exception as e: logger.error(f"Failed to send ephemeral message: {e}") import traceback From 2ddd17a198f9c8d9df24ea2690b8fafe6592c3b4 Mon Sep 17 00:00:00 2001 From: Sid Murching Date: Tue, 28 Oct 2025 20:52:16 -0700 Subject: [PATCH 15/21] Clean up UX: remove duplicate messages, auto-delete status, instant button updates MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Improvements: - Remove duplicate OAuth success message in channel - Auto-delete "working on it" message after response is sent - Instant button removal on Share click using response_action="update" - Cleaner, less cluttered message flow šŸ¤– Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude --- slack-bot/app_socket.py | 25 ++++++++++++------------- slack-bot/handlers/message_handler.py | 23 +++++++++++++++++++---- slack-bot/oauth_server.py | 15 +-------------- 3 files changed, 32 insertions(+), 31 deletions(-) diff --git a/slack-bot/app_socket.py b/slack-bot/app_socket.py index 6e8b4a2..c13149c 100644 --- a/slack-bot/app_socket.py +++ b/slack-bot/app_socket.py @@ -121,8 +121,6 @@ def message_handler(message, say, client): @app.action(re.compile(r"^share_response_.*")) def handle_share_response(ack, body, client): """Handle share to channel button click""" - ack() - user_id = body["user"]["id"] action = body["actions"][0] response_id = action["value"] @@ -131,17 +129,9 @@ def handle_share_response(ack, body, client): response_data = state_manager.get_user_data(user_id, f"pending_share_{response_id}") if response_data: - # Post the message publicly in the thread (raw content without prefix) - client.chat_postMessage( - channel=response_data["channel_id"], - thread_ts=response_data["thread_ts"], - text=response_data['content'] - ) - - # Update the ephemeral message to hide the share button - client.chat_update( - channel=body["channel"]["id"], - ts=body["message"]["ts"], + # Acknowledge with updated UI (removes button immediately) + ack( + response_action="update", text=response_data["content"], blocks=[ { @@ -163,10 +153,19 @@ def handle_share_response(ack, body, client): ] ) + # Post the message publicly in the thread (raw content without prefix) + client.chat_postMessage( + channel=response_data["channel_id"], + thread_ts=response_data["thread_ts"], + text=response_data['content'] + ) + # Clean up stored data state_manager.set_user_data(user_id, f"pending_share_{response_id}", None) logger.info(f"User {user_id} shared response {response_id} to channel") + else: + ack() @app.action("generate_own_answer") diff --git a/slack-bot/handlers/message_handler.py b/slack-bot/handlers/message_handler.py index 883202b..e11adc3 100644 --- a/slack-bot/handlers/message_handler.py +++ b/slack-bot/handlers/message_handler.py @@ -81,13 +81,15 @@ def handle_message_event( # Get user's OAuth token user_token = state_manager.get_user_token(user_id) - # Send public "working on it" message + # Send public "working on it" message and store its timestamp to delete later + working_msg_ts = None try: - client.chat_postMessage( + result = client.chat_postMessage( channel=channel_id, thread_ts=thread_ts, text=f"Hi <@{user_id}>, I'm asking Databricks agents to respond to your message..." ) + working_msg_ts = result["ts"] except Exception as e: logger.error(f"Failed to send working message: {e}") @@ -113,7 +115,8 @@ def handle_message_event( say=say, client=client, state_manager=state_manager, - logger=logger + logger=logger, + working_msg_ts=working_msg_ts ) except Exception as e: @@ -141,7 +144,8 @@ def send_agent_responses( say, client: WebClient, state_manager, - logger + logger, + working_msg_ts=None ): """Send agent responses to Slack""" # Add user message to history @@ -272,6 +276,17 @@ def send_agent_responses( thread_ts=thread_ts ) + # Delete the "working on it" message now that we've responded + if working_msg_ts: + try: + client.chat_delete( + channel=channel_id, + ts=working_msg_ts + ) + logger.info(f"Deleted working message with ts {working_msg_ts}") + except Exception as e: + logger.error(f"Failed to delete working message: {e}") + logger.info(f"Finished processing {len(response)} response items") diff --git a/slack-bot/oauth_server.py b/slack-bot/oauth_server.py index 08bfce5..b28bbaf 100644 --- a/slack-bot/oauth_server.py +++ b/slack-bot/oauth_server.py @@ -84,20 +84,7 @@ def oauth_callback(): import traceback traceback.print_exc() - # Send success message to Slack - try: - success_text = f"āœ… <@{user_id}> You're now authenticated!" - if pending_message: - success_text += " Processing your message..." - else: - success_text += " Send me a message to get started." - - slack_client.chat_postMessage( - channel=channel_id, - text=success_text, - ) - except Exception as e: - logger.error(f"Failed to send success message to Slack: {e}") + # Don't send a separate success message - the inline "working on it" message is enough # Return success page return _success_page(), 200 From d51d7e07325835b3da918c11a7891c901433f0d0 Mon Sep 17 00:00:00 2001 From: Sid Murching Date: Wed, 29 Oct 2025 11:22:25 -0700 Subject: [PATCH 16/21] WIP Signed-off-by: Sid Murching --- slack-bot/handlers/message_handler.py | 18 +++++++++--------- slack-bot/oauth_server.py | 4 ++++ 2 files changed, 13 insertions(+), 9 deletions(-) diff --git a/slack-bot/handlers/message_handler.py b/slack-bot/handlers/message_handler.py index e11adc3..ec42719 100644 --- a/slack-bot/handlers/message_handler.py +++ b/slack-bot/handlers/message_handler.py @@ -58,15 +58,6 @@ def handle_message_event( if not auth_handler.is_authenticated(user_id): logger.info(f"User {user_id} not authenticated") - # Store the pending message to auto-respond after OAuth - pending_data = { - "text": text, - "channel_id": channel_id, - "thread_ts": thread_ts, - } - state_manager.set_user_data(user_id, "pending_message", pending_data) - logger.info(f"Stored pending message for user {user_id}: channel={channel_id}, thread_ts={thread_ts}") - auth_message = auth_handler.create_auth_message(user_id, channel_id) # Send ephemeral message (only visible to user) @@ -76,6 +67,15 @@ def handle_message_event( text=auth_message["text"], blocks=auth_message.get("blocks") ) + + # Store the pending message to auto-respond after OAuth + pending_data = { + "text": text, + "channel_id": channel_id, + "thread_ts": thread_ts, + } + state_manager.set_user_data(user_id, "pending_message", pending_data) + logger.info(f"Stored pending message for user {user_id}: channel={channel_id}, thread_ts={thread_ts}") return # Get user's OAuth token diff --git a/slack-bot/oauth_server.py b/slack-bot/oauth_server.py index b28bbaf..e16d61e 100644 --- a/slack-bot/oauth_server.py +++ b/slack-bot/oauth_server.py @@ -63,6 +63,10 @@ def oauth_callback(): pending_message = state_manager.get_user_data(user_id, "pending_message") if pending_message: logger.info(f"Processing pending message for user {user_id}") + + # Note: Ephemeral messages cannot be updated via API after OAuth callback + # The auth message will remain visible to the user until they refresh + try: # Process the pending message handle_message_callback( From a480367b36c739abc722d33fd94abdedaea8031f Mon Sep 17 00:00:00 2001 From: Sid Murching Date: Wed, 29 Oct 2025 23:33:25 -0700 Subject: [PATCH 17/21] Show OAuth prompt in thread context instead of channel MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - Add thread_ts parameter to ephemeral OAuth message - Ensures login button appears in thread view, not main channel - Improves UX by keeping authentication flow in context šŸ¤– Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude --- slack-bot/handlers/message_handler.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/slack-bot/handlers/message_handler.py b/slack-bot/handlers/message_handler.py index ec42719..7595811 100644 --- a/slack-bot/handlers/message_handler.py +++ b/slack-bot/handlers/message_handler.py @@ -60,10 +60,11 @@ def handle_message_event( auth_message = auth_handler.create_auth_message(user_id, channel_id) - # Send ephemeral message (only visible to user) + # Send ephemeral message (only visible to user) in the thread client.chat_postEphemeral( channel=channel_id, user=user_id, + thread_ts=thread_ts, text=auth_message["text"], blocks=auth_message.get("blocks") ) From 833aef6a5595b65e06ebad7de02473afa0c75b0a Mon Sep 17 00:00:00 2001 From: Sid Murching Date: Thu, 30 Oct 2025 00:12:18 -0700 Subject: [PATCH 18/21] Improve button UX and add dismiss functionality MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Changes: - Rename "Share to channel" button to "Post in thread" for clarity - Add "Dismiss" button to allow users to dismiss ephemeral messages - Add white_check_mark reaction when posting to thread - Update status message from "Shared to channel" to "Posted in thread" - Add debug logging for button click handlers Note: Ephemeral message dismissal needs further investigation šŸ¤– Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude --- slack-bot/app_socket.py | 33 +++++++++++++++++++++++++-- slack-bot/handlers/message_handler.py | 12 +++++++++- 2 files changed, 42 insertions(+), 3 deletions(-) diff --git a/slack-bot/app_socket.py b/slack-bot/app_socket.py index c13149c..66ed64b 100644 --- a/slack-bot/app_socket.py +++ b/slack-bot/app_socket.py @@ -121,9 +121,11 @@ def message_handler(message, say, client): @app.action(re.compile(r"^share_response_.*")) def handle_share_response(ack, body, client): """Handle share to channel button click""" + logger.info(f"Share button clicked! Body: {body}") user_id = body["user"]["id"] action = body["actions"][0] response_id = action["value"] + logger.info(f"User {user_id} clicked share button for response {response_id}") # Retrieve the stored response response_data = state_manager.get_user_data(user_id, f"pending_share_{response_id}") @@ -146,7 +148,7 @@ def handle_share_response(ack, body, client): "elements": [ { "type": "mrkdwn", - "text": "āœ… _Shared to channel_" + "text": "āœ… _Posted in thread_" } ] } @@ -154,12 +156,22 @@ def handle_share_response(ack, body, client): ) # Post the message publicly in the thread (raw content without prefix) - client.chat_postMessage( + result = client.chat_postMessage( channel=response_data["channel_id"], thread_ts=response_data["thread_ts"], text=response_data['content'] ) + # Add white_check_mark reaction to the posted message + try: + client.reactions_add( + channel=response_data["channel_id"], + timestamp=result["ts"], + name="white_check_mark" + ) + except Exception as e: + logger.error(f"Failed to add reaction: {e}") + # Clean up stored data state_manager.set_user_data(user_id, f"pending_share_{response_id}", None) @@ -168,6 +180,23 @@ def handle_share_response(ack, body, client): ack() +@app.action(re.compile(r"^dismiss_response_.*")) +def handle_dismiss_response(ack, body, client): + """Handle dismiss button click - delete ephemeral message""" + logger.info(f"Dismiss button clicked! Body: {body}") + user_id = body["user"]["id"] + action = body["actions"][0] + response_id = action["value"] + + # Acknowledge and delete the ephemeral message + ack(response_action="clear") + + # Clean up stored data + state_manager.set_user_data(user_id, f"pending_share_{response_id}", None) + + logger.info(f"User {user_id} dismissed response {response_id}") + + @app.action("generate_own_answer") def handle_generate_own_answer(ack, body, client, say): """Handle Generate my own answer button click""" diff --git a/slack-bot/handlers/message_handler.py b/slack-bot/handlers/message_handler.py index 7595811..d300d90 100644 --- a/slack-bot/handlers/message_handler.py +++ b/slack-bot/handlers/message_handler.py @@ -198,12 +198,22 @@ def send_agent_responses( "type": "button", "text": { "type": "plain_text", - "text": "šŸ“¢ Share to channel", + "text": "Post in thread", "emoji": True }, "style": "primary", "value": response_id, "action_id": f"share_response_{response_id}" + }, + { + "type": "button", + "text": { + "type": "plain_text", + "text": "Dismiss", + "emoji": True + }, + "value": response_id, + "action_id": f"dismiss_response_{response_id}" } ] } From 41b284e08b9987456be3064b7b409f9521ac46c1 Mon Sep 17 00:00:00 2001 From: Sid Murching Date: Thu, 30 Oct 2025 00:31:27 -0700 Subject: [PATCH 19/21] Fix ephemeral message dismissal using response_url MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Changes: - Use respond(delete_original=True) instead of ack(response_action="clear") - Both "Post in thread" and "Dismiss" buttons now properly delete ephemeral messages - Add white_check_mark reaction to original user message when posting - Store message_ts in response_data for reaction targeting - Add extensive logging for debugging button interactions Fixes the issue where ephemeral messages weren't being hidden when buttons were clicked. According to Slack docs, ephemeral messages must be deleted via response_url, not response_action. šŸ¤– Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude --- slack-bot/app_socket.py | 85 +++++++++++++++------------ slack-bot/handlers/message_handler.py | 9 ++- 2 files changed, 52 insertions(+), 42 deletions(-) diff --git a/slack-bot/app_socket.py b/slack-bot/app_socket.py index 66ed64b..1a723be 100644 --- a/slack-bot/app_socket.py +++ b/slack-bot/app_socket.py @@ -119,9 +119,9 @@ def message_handler(message, say, client): @app.action(re.compile(r"^share_response_.*")) -def handle_share_response(ack, body, client): +def handle_share_response(ack, body, client, respond): """Handle share to channel button click""" - logger.info(f"Share button clicked! Body: {body}") + logger.info(f"Share button clicked! Body keys: {body.keys()}") user_id = body["user"]["id"] action = body["actions"][0] response_id = action["value"] @@ -131,29 +131,21 @@ def handle_share_response(ack, body, client): response_data = state_manager.get_user_data(user_id, f"pending_share_{response_id}") if response_data: - # Acknowledge with updated UI (removes button immediately) - ack( - response_action="update", - text=response_data["content"], - blocks=[ - { - "type": "section", - "text": { - "type": "mrkdwn", - "text": response_data["content"] - } - }, - { - "type": "context", - "elements": [ - { - "type": "mrkdwn", - "text": "āœ… _Posted in thread_" - } - ] - } - ] - ) + logger.info(f"Response data found: {response_data.keys()}") + + # Acknowledge first + ack() + logger.info("Sent ack") + + # Delete the ephemeral message + logger.info("Deleting ephemeral message using respond with delete_original") + try: + respond(delete_original=True) + logger.info("Delete request sent successfully") + except Exception as e: + logger.error(f"Failed to delete message: {e}") + import traceback + traceback.print_exc() # Post the message publicly in the thread (raw content without prefix) result = client.chat_postMessage( @@ -161,35 +153,50 @@ def handle_share_response(ack, body, client): thread_ts=response_data["thread_ts"], text=response_data['content'] ) - - # Add white_check_mark reaction to the posted message - try: - client.reactions_add( - channel=response_data["channel_id"], - timestamp=result["ts"], - name="white_check_mark" - ) - except Exception as e: - logger.error(f"Failed to add reaction: {e}") + logger.info(f"Posted message to thread: {result['ts']}") + + # Add white_check_mark reaction to the original user message + if response_data.get("message_ts"): + try: + client.reactions_add( + channel=response_data["channel_id"], + timestamp=response_data["message_ts"], + name="white_check_mark" + ) + logger.info(f"Added reaction to message {response_data['message_ts']}") + except Exception as e: + logger.error(f"Failed to add reaction: {e}") # Clean up stored data state_manager.set_user_data(user_id, f"pending_share_{response_id}", None) logger.info(f"User {user_id} shared response {response_id} to channel") else: + logger.warning(f"No response data found for response_id {response_id}") ack() @app.action(re.compile(r"^dismiss_response_.*")) -def handle_dismiss_response(ack, body, client): +def handle_dismiss_response(ack, body, client, respond): """Handle dismiss button click - delete ephemeral message""" - logger.info(f"Dismiss button clicked! Body: {body}") + logger.info(f"Dismiss button clicked! Body keys: {body.keys()}") user_id = body["user"]["id"] action = body["actions"][0] response_id = action["value"] - # Acknowledge and delete the ephemeral message - ack(response_action="clear") + # Acknowledge first + ack() + logger.info("Sent ack") + + # Delete the ephemeral message using response_url + logger.info("Deleting ephemeral message using respond with delete_original") + try: + respond(delete_original=True) + logger.info("Delete request sent successfully") + except Exception as e: + logger.error(f"Failed to delete ephemeral message: {e}") + import traceback + traceback.print_exc() # Clean up stored data state_manager.set_user_data(user_id, f"pending_share_{response_id}", None) diff --git a/slack-bot/handlers/message_handler.py b/slack-bot/handlers/message_handler.py index d300d90..b252071 100644 --- a/slack-bot/handlers/message_handler.py +++ b/slack-bot/handlers/message_handler.py @@ -117,7 +117,8 @@ def handle_message_event( client=client, state_manager=state_manager, logger=logger, - working_msg_ts=working_msg_ts + working_msg_ts=working_msg_ts, + message_ts=message_ts ) except Exception as e: @@ -146,7 +147,8 @@ def send_agent_responses( client: WebClient, state_manager, logger, - working_msg_ts=None + working_msg_ts=None, + message_ts=None ): """Send agent responses to Slack""" # Add user message to history @@ -167,7 +169,8 @@ def send_agent_responses( state_manager.set_user_data(user_id, f"pending_share_{response_id}", { "content": item["content"], "thread_ts": thread_ts, - "channel_id": channel_id + "channel_id": channel_id, + "message_ts": message_ts # Original user message timestamp for reaction }) # Truncate content if too long for Slack blocks (max 3000 chars) From 2a549c99f4a43b779e980750e59c5c5d693eae52 Mon Sep 17 00:00:00 2001 From: Sid Murching Date: Mon, 3 Nov 2025 07:50:37 -0800 Subject: [PATCH 20/21] WIP updating slackbot Signed-off-by: Sid Murching --- slack-bot/app_socket.py | 21 +++++--- slack-bot/handlers/message_handler.py | 76 ++++++++++++++------------- 2 files changed, 53 insertions(+), 44 deletions(-) diff --git a/slack-bot/app_socket.py b/slack-bot/app_socket.py index 1a723be..98d826b 100644 --- a/slack-bot/app_socket.py +++ b/slack-bot/app_socket.py @@ -205,10 +205,8 @@ def handle_dismiss_response(ack, body, client, respond): @app.action("generate_own_answer") -def handle_generate_own_answer(ack, body, client, say): +def handle_generate_own_answer(ack, body, client, say, respond): """Handle Generate my own answer button click""" - ack() - user_id = body["user"]["id"] action = body["actions"][0] value = action["value"] @@ -218,12 +216,16 @@ def handle_generate_own_answer(ack, body, client, say): thread_ts, original_text = value.split(":", 1) except ValueError: logger.error(f"Invalid action value format: {value}") + ack() return channel_id = body["channel"]["id"] logger.info(f"User {user_id} clicked Generate button for message: {original_text}") + # Acknowledge first + ack() + # Update the message to hide the button and show it was used try: original_message = body["message"] @@ -249,14 +251,16 @@ def handle_generate_own_answer(ack, body, client, say): ] }) - client.chat_update( - channel=channel_id, - ts=original_message["ts"], + respond( + replace_original=True, text=original_message.get("text", ""), blocks=updated_blocks ) + logger.info("Generate button hidden successfully") except Exception as e: logger.error(f"Failed to update Generate button message: {e}") + import traceback + traceback.print_exc() # Create a synthetic message event for this user synthetic_message = { @@ -267,7 +271,7 @@ def handle_generate_own_answer(ack, body, client, say): "thread_ts": thread_ts } - # Process the message for this user + # Process the message for this user (don't show Generate button to avoid cascading) handle_message_event( message=synthetic_message, say=say, @@ -275,7 +279,8 @@ def handle_generate_own_answer(ack, body, client, say): state_manager=state_manager, auth_handler=auth_handler, databricks_client=databricks_client, - logger=logger + logger=logger, + show_generate_button=False ) diff --git a/slack-bot/handlers/message_handler.py b/slack-bot/handlers/message_handler.py index b252071..5ca580f 100644 --- a/slack-bot/handlers/message_handler.py +++ b/slack-bot/handlers/message_handler.py @@ -15,7 +15,8 @@ def handle_message_event( state_manager, auth_handler, databricks_client, - logger + logger, + show_generate_button=True ): """ Handle incoming Slack message events. @@ -118,7 +119,8 @@ def handle_message_event( state_manager=state_manager, logger=logger, working_msg_ts=working_msg_ts, - message_ts=message_ts + message_ts=message_ts, + show_generate_button=show_generate_button ) except Exception as e: @@ -148,7 +150,8 @@ def send_agent_responses( state_manager, logger, working_msg_ts=None, - message_ts=None + message_ts=None, + show_generate_button=True ): """Send agent responses to Slack""" # Add user message to history @@ -225,40 +228,41 @@ def send_agent_responses( logger.info(f"Ephemeral message sent successfully with response_id: {response_id}") logger.info(f"Ephemeral result: {result}") - # Send public message with Generate button for others - try: - client.chat_postMessage( - channel=channel_id, - thread_ts=thread_ts, - text=f"I've privately shared an answer with <@{user_id}> in this thread. Generate your own personalized answer by clicking the button below, and share it with your teammates if you find it useful.", - blocks=[ - { - "type": "section", - "text": { - "type": "mrkdwn", - "text": f"I've privately shared an answer with <@{user_id}> in this thread. Generate your own personalized answer by clicking the button below, and share it with your teammates if you find it useful." - } - }, - { - "type": "actions", - "elements": [ - { - "type": "button", - "text": { - "type": "plain_text", - "text": "šŸŽÆ Generate my own answer", - "emoji": True - }, - "style": "primary", - "value": f"{thread_ts}:{text}", - "action_id": "generate_own_answer" + # Send public message with Generate button for others (only for initial responses, not for Generate clicks) + if show_generate_button: + try: + client.chat_postMessage( + channel=channel_id, + thread_ts=thread_ts, + text=f"I've privately shared an answer with <@{user_id}> in this thread. Generate your own personalized answer by clicking the button below, and share it with your teammates if you find it useful.", + blocks=[ + { + "type": "section", + "text": { + "type": "mrkdwn", + "text": f"I've privately shared an answer with <@{user_id}> in this thread. Generate your own personalized answer by clicking the button below, and share it with your teammates if you find it useful." } - ] - } - ] - ) - except Exception as e: - logger.error(f"Failed to send generate button message: {e}") + }, + { + "type": "actions", + "elements": [ + { + "type": "button", + "text": { + "type": "plain_text", + "text": "šŸŽÆ Generate my own answer", + "emoji": True + }, + "style": "primary", + "value": f"{thread_ts}:{text}", + "action_id": "generate_own_answer" + } + ] + } + ] + ) + except Exception as e: + logger.error(f"Failed to send generate button message: {e}") except Exception as e: logger.error(f"Failed to send ephemeral message: {e}") From 19537654aac7cd81ccb8c113f26f76cd4f66414a Mon Sep 17 00:00:00 2001 From: Sid Murching Date: Mon, 3 Nov 2025 08:06:15 -0800 Subject: [PATCH 21/21] Remove HTTP mode and add PR documentation MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - Remove app.py and http_mode.py (non-socket mode files) - Update README to focus on Socket Mode only - Add PR_DESCRIPTION.md with high-level context - Update environment variables to include SLACK_APP_TOKEN - Simplify setup instructions šŸ¤– Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude --- PR_DESCRIPTION.md | 78 ++++++++++++++++++++ slack-bot/README.md | 153 +++++++++++++++++++++++---------------- slack-bot/app.py | 51 ------------- slack-bot/http_mode.py | 161 ----------------------------------------- 4 files changed, 169 insertions(+), 274 deletions(-) create mode 100644 PR_DESCRIPTION.md delete mode 100644 slack-bot/app.py delete mode 100644 slack-bot/http_mode.py diff --git a/PR_DESCRIPTION.md b/PR_DESCRIPTION.md new file mode 100644 index 0000000..9e2c0e4 --- /dev/null +++ b/PR_DESCRIPTION.md @@ -0,0 +1,78 @@ +# Add Slack Bot with Glean-like UX and OAuth Authentication + +## Overview + +This PR introduces a Slack bot that provides personalized, authenticated access to Databricks AI agents. The bot implements a Glean-like UX featuring ephemeral messages, sharing capabilities, and multi-user support. + +## Key Features + +- **Glean-like UX**: Bot responds privately to users via ephemeral messages, with options to share responses publicly or dismiss them +- **OAuth Authentication**: Seamless Databricks OAuth flow with automatic response after authentication completes +- **Multi-user Support**: Each user authenticates independently and receives personalized responses +- **Thread-based Conversations**: All interactions happen in threads for clean channel organization +- **Interactive Buttons**: + - "Post in thread" - Share private response publicly + - "Dismiss" - Remove ephemeral message + - "Generate my own answer" - Allow other users to get their own personalized responses +- **Visual Feedback**: Eyes emoji reaction on message receipt, white checkmark when shared +- **Auto-respond After Auth**: Bot stores pending messages and automatically responds after OAuth completes + +## Architecture + +The bot uses Socket Mode for development and consists of: + +- **app_socket.py**: Main Slack app with event handlers and button actions +- **oauth_server.py**: OAuth callback handler running on port 8000 +- **handlers/**: Message processing and authentication logic +- **state/**: In-memory state management (can be replaced with Redis/DynamoDB for production) +- **client/**: Databricks API client for agent calls + +## User Flow + +1. User mentions bot: `@DatabricksBot hello` +2. Bot reacts with šŸ‘€ emoji for immediate acknowledgment +3. **First-time users**: Bot sends ephemeral OAuth prompt in thread +4. **After OAuth or for returning users**: Bot sends "Working on it..." status message +5. Bot sends ephemeral response with "Post in thread" and "Dismiss" buttons (visible only to requesting user) +6. Bot posts public message with "Generate my own answer" button for other users +7. When shared: Ephemeral message disappears, response posted publicly, āœ… reaction added to original message + +## Technical Highlights + +- **Ephemeral Messages**: Uses `chat_postEphemeral` for private responses +- **Response URL Pattern**: Uses `respond(delete_original=True)` for dismissing ephemeral messages +- **Event Deduplication**: Properly handles both `app_mention` and `message` events without duplication +- **PKCE OAuth Flow**: Secure OAuth implementation with proper state management +- **Conversation History**: Per-thread history for context-aware responses +- **Regex Action Patterns**: Dynamic action_id matching for button interactions + +## Testing + +Run the bot locally: +```bash +cd slack-bot +python app_socket.py +``` + +The bot will: +- Connect to Slack via Socket Mode +- Start OAuth callback server on port 8000 +- Log all events and interactions to console + +## Future Enhancements + +- Replace in-memory state storage with Redis/DynamoDB for production +- Implement rate limiting and request validation +- Add token encryption at rest +- Horizontal scaling with HTTP mode and load balancer +- Structured logging with correlation IDs +- Metrics and monitoring + +## Related Documentation + +See `slack-bot/README.md` for: +- Complete setup instructions +- Slack app configuration +- Environment variables +- Development guide +- Troubleshooting tips diff --git a/slack-bot/README.md b/slack-bot/README.md index 6591851..e38ab0a 100644 --- a/slack-bot/README.md +++ b/slack-bot/README.md @@ -1,29 +1,34 @@ # Databricks Slack Bot -A Slack bot that integrates with Databricks agents, providing conversational AI capabilities directly in Slack channels and threads. +A Slack bot that provides personalized, authenticated access to Databricks AI agents with a Glean-like UX featuring ephemeral messages, sharing capabilities, and multi-user support. ## Features -- **OAuth Authentication**: Secure authentication with Databricks on behalf of each user -- **Thread-based Conversations**: Maintains conversation context within Slack threads -- **Ephemeral Messages**: Private authentication prompts visible only to the user +- **OAuth Authentication**: Users authenticate with Databricks once, bot stores tokens securely +- **Auto-respond After Auth**: Bot stores pending messages and automatically responds after OAuth completes +- **Ephemeral Responses**: Private responses visible only to the requesting user with options to share or dismiss +- **Post in Thread**: Share private responses publicly with one click +- **Generate Button**: Other users can generate their own personalized answers +- **Message Acknowledgment**: Bot reacts with :eyes: emoji immediately upon receiving messages +- **Status Updates**: "Working on it" messages that auto-delete after response is ready +- **Thread-based Conversations**: All interactions happen in threads for clean organization - **Tool Call Visualization**: Rich formatting for agent tool calls and results - **Conversation History**: Per-thread conversation history for context-aware responses -- **State Management**: In-memory state storage (extensible to Redis/DynamoDB for production) ## Architecture ``` slack-bot/ -ā”œā”€ā”€ app.py # Main application entry point -ā”œā”€ā”€ config.py # Configuration management +ā”œā”€ā”€ app_socket.py # Main bot application using Socket Mode +ā”œā”€ā”€ oauth_server.py # OAuth callback handler (runs on port 8000) +ā”œā”€ā”€ config.py # Configuration management ā”œā”€ā”€ handlers/ -ā”‚ ā”œā”€ā”€ message_handler.py # Message event handling -ā”‚ ā””ā”€ā”€ auth_handler.py # OAuth flow management -ā”œā”€ā”€ storage/ -ā”‚ ā””ā”€ā”€ state_manager.py # State and conversation history +ā”‚ ā”œā”€ā”€ message_handler.py # Message processing and response logic +ā”‚ ā””ā”€ā”€ auth_handler.py # OAuth and authentication management +ā”œā”€ā”€ state/ +ā”‚ ā””ā”€ā”€ state_manager.py # In-memory state management for tokens and history ā””ā”€ā”€ client/ - ā””ā”€ā”€ databricks_client.py # Databricks API integration + ā””ā”€ā”€ databricks_client.py # Databricks API client for agent calls ``` ## Setup @@ -39,7 +44,13 @@ slack-bot/ 1. Go to [api.slack.com/apps](https://api.slack.com/apps) and create a new app 2. Choose "From scratch" and select your workspace -3. Configure **OAuth & Permissions**: + +3. Enable **Socket Mode**: + - Go to **Socket Mode** and enable it + - Create an app-level token with `connections:write` scope + - Save the **App-Level Token** (starts with `xapp-`) + +4. Configure **OAuth & Permissions**: - Add these **Bot Token Scopes**: - `app_mentions:read` - Read mentions - `chat:write` - Send messages @@ -48,9 +59,13 @@ slack-bot/ - `im:history` - Read DM messages - `im:write` - Send DMs - `users:read` - Read user info + - `channels:read` - Read channel info + - `channels:join` - Join channels + - `groups:read` - Read private channel info + - `reactions:write` - Add emoji reactions - Install app to workspace and save the **Bot User OAuth Token** -4. Configure **Event Subscriptions**: +5. Configure **Event Subscriptions**: - Enable events - Subscribe to bot events: - `app_mention` - When bot is mentioned @@ -59,11 +74,6 @@ slack-bot/ - `message.im` - Direct messages - `app_home_opened` - When home tab is opened -5. For development, enable **Socket Mode**: - - Go to **Socket Mode** and enable it - - Create an app-level token with `connections:write` scope - - Save the **App-Level Token** (starts with `xapp-`) - 6. Configure **App Home**: - Enable the Home tab - Enable Messages tab @@ -73,8 +83,9 @@ slack-bot/ Create a `.env` file in the `slack-bot/` directory: ```bash -# Slack Configuration +# Slack Configuration (Socket Mode) SLACK_BOT_TOKEN=xoxb-your-bot-token +SLACK_APP_TOKEN=xapp-your-app-level-token SLACK_SIGNING_SECRET=your-signing-secret SLACK_CLIENT_ID=your-client-id SLACK_CLIENT_SECRET=your-client-secret @@ -84,13 +95,6 @@ DATABRICKS_HOST=https://your-workspace.databricks.com DATABRICKS_CLIENT_ID=your-databricks-oauth-client-id DATABRICKS_CLIENT_SECRET=your-databricks-oauth-client-secret SERVING_ENDPOINT_NAME=your-agent-endpoint-name - -# Optional: State Storage -STATE_STORAGE=memory # or redis, dynamodb -REDIS_URL=redis://localhost:6379 - -# Server Configuration (for HTTP mode) -PORT=3000 ``` ### 4. Install Dependencies @@ -115,21 +119,24 @@ pip install -r requirements.txt ### 6. Run the Bot -**Development (Socket Mode):** ```bash -python app.py +python app_socket.py ``` -**Production (HTTP Mode):** -```bash -# Set up a public endpoint (e.g., using ngrok for testing) -ngrok http 3000 +The bot will: +- Start Socket Mode connection to Slack +- Start OAuth callback server on port 8000 +- Log all events and interactions to console -# Update your Slack app's Event Subscriptions URL to: -# https://your-ngrok-url.ngrok.io/slack/events +**Stop the Bot:** +```bash +pkill -f app_socket.py +``` -# Run the bot -python app.py +**Run in Background with Logs:** +```bash +python app_socket.py > bot.log 2>&1 & +tail -f bot.log ``` ## Usage @@ -138,31 +145,53 @@ python app.py 1. **Invite the bot** to a channel: `/invite @DatabricksBot` -2. **Send a message** in the channel or thread +2. **Mention the bot** in a channel or thread: `@DatabricksBot hello` 3. **First-time authentication**: - - The bot will send you a private (ephemeral) message with a "Sign in to Databricks" button - - Click the button and complete OAuth flow - - Return to Slack and send your message again + - Bot reacts with :eyes: emoji to acknowledge receipt + - Bot sends you a private (ephemeral) login prompt in the thread + - Click "Sign in to Databricks" and complete OAuth flow + - Bot automatically responds to your original message after auth completes -4. **Ask questions**: - ``` - What is the revenue for Q4? - Show me the top 5 customers - Analyze the sales trends - ``` +4. **Using the bot**: + - **Private responses**: Bot sends ephemeral responses visible only to you + - **Post in thread**: Click to share your private response publicly + - **Dismiss**: Click to dismiss the private response + - **Generate**: Other users can click to get their own personalized answer 5. **Commands**: - - `logout` - Sign out from Databricks + - `/databricks-logout` - Sign out from Databricks - `clear` - Clear conversation history for the current thread -### Message Flow - -1. User sends message ā†’ Bot checks authentication -2. If not authenticated ā†’ Show ephemeral auth prompt -3. If authenticated ā†’ Call Databricks agent with conversation history -4. Agent response ā†’ Post in thread with formatting -5. Tool calls ā†’ Display as rich Slack blocks +### UX Flow + +**First-time User:** +1. User: `@bot write a haiku` +2. Bot: :eyes: reaction (immediate acknowledgment) +3. Bot: Ephemeral login prompt in thread +4. User clicks "Sign in to Databricks" +5. OAuth flow completes +6. Bot: "Hi @user, I'm asking Databricks agents to respond to your message..." +7. Bot: Ephemeral response with "Post in thread" and "Dismiss" buttons +8. Bot: Public message with "Generate my own answer" button for others + +**Returning User:** +1. User: `@bot hello` +2. Bot: :eyes: reaction +3. Bot: "Hi @user, I'm asking Databricks agents to respond to your message..." +4. Bot: Ephemeral response with buttons +5. Bot: Public "Generate" message for others + +**Sharing a Response:** +1. User clicks "Post in thread" on ephemeral message +2. Ephemeral message disappears +3. Bot posts response publicly in thread +4. Bot adds :white_check_mark: reaction to user's original message + +**Other Users Generating Answers:** +1. User clicks "šŸŽÆ Generate my own answer" button +2. Button disappears, replaced with "āœ… @user generated their own answer" +3. User gets their own ephemeral response (no cascading Generate buttons) ## Key Differences from Teams Bot @@ -206,10 +235,9 @@ table = dynamodb.Table('slack-bot-state') ### Scalability -1. **Horizontal Scaling**: Use HTTP mode with load balancer -2. **Background Jobs**: Use Celery/SQS for long-running tasks -3. **Caching**: Cache frequently accessed data -4. **Database**: Use PostgreSQL/MongoDB for persistence +1. **Background Jobs**: Use Celery/SQS for long-running tasks +2. **Caching**: Cache frequently accessed data +3. **Database**: Use PostgreSQL/MongoDB for persistence ### Monitoring @@ -243,12 +271,13 @@ table = dynamodb.Table('slack-bot-state') ### Project Structure -- `app.py` - Main Slack app with event handlers +- `app_socket.py` - Main Slack app with Socket Mode event handlers +- `oauth_server.py` - OAuth callback handler (port 8000) - `config.py` - Environment configuration - `handlers/` - Event handling logic - `message_handler.py` - Process messages and agent calls - `auth_handler.py` - OAuth flow management -- `storage/` - State management +- `state/` - State management - `state_manager.py` - Conversation and user state - `client/` - External integrations - `databricks_client.py` - Databricks API client @@ -257,7 +286,7 @@ table = dynamodb.Table('slack-bot-state') ```bash # Run with test credentials -DATABRICKS_HOST=https://test.databricks.com python app.py +DATABRICKS_HOST=https://test.databricks.com python app_socket.py # Use Slack's test features # Create a test workspace and app diff --git a/slack-bot/app.py b/slack-bot/app.py deleted file mode 100644 index 6dd9ab9..0000000 --- a/slack-bot/app.py +++ /dev/null @@ -1,51 +0,0 @@ -#!/usr/bin/env python3 -""" -Slack Bot Launcher - Auto-detects mode and runs appropriate version. - -Modes: -- Socket Mode (default): For local development, no public URL needed -- HTTP Mode: For production with public HTTPS endpoint - -Usage: - python app.py # Auto-detect based on SLACK_APP_TOKEN - python app_socket.py # Force Socket Mode - python http_mode.py # Force HTTP Mode -""" - -import os -import sys -from pathlib import Path -from dotenv import load_dotenv - -# Load environment variables -env_file = Path(__file__).parent / ".env.local" -if env_file.exists(): - load_dotenv(env_file) - print(f"Loaded environment from: {env_file}") -else: - env_file = Path(__file__).parent / ".env" - if env_file.exists(): - load_dotenv(env_file) - print(f"Loaded environment from: {env_file}") - -# Auto-detect mode based on SLACK_APP_TOKEN -slack_app_token = os.environ.get("SLACK_APP_TOKEN", "") - -if slack_app_token: - print("šŸš€ Socket Mode detected (SLACK_APP_TOKEN found)") - print(" Starting Socket Mode bot...") - print() - from app_socket import main - main() -else: - print("āš ļø HTTP Mode detected (no SLACK_APP_TOKEN)") - print(" HTTP Mode requires public HTTPS URL") - print(" For local development, set SLACK_APP_TOKEN and use Socket Mode") - print() - response = input("Continue with HTTP mode? (y/N): ") - if response.lower() != 'y': - print("Exiting. Set SLACK_APP_TOKEN in .env.local for Socket Mode") - sys.exit(0) - - from http_mode import main - main() diff --git a/slack-bot/http_mode.py b/slack-bot/http_mode.py deleted file mode 100644 index 560ad6e..0000000 --- a/slack-bot/http_mode.py +++ /dev/null @@ -1,161 +0,0 @@ -#!/usr/bin/env python3 -""" -Slack bot using HTTP mode with Events API. - -This version requires: -- Public HTTPS URL for Slack events -- Event Subscriptions configured in Slack app -- For production deployments only - -For local development, use app_socket.py instead. -""" - -import logging -import sys -from pathlib import Path -from dotenv import load_dotenv -from flask import Flask, request -from slack_bolt import App -from slack_bolt.adapter.flask import SlackRequestHandler - -# Load environment variables -env_file = Path(__file__).parent / ".env.local" -if env_file.exists(): - load_dotenv(env_file) -else: - load_dotenv(Path(__file__).parent / ".env") - -from config import DefaultConfig -from storage import StateManager -from handlers import AuthHandler, handle_message_event -from client import DatabricksClient -from oauth_server import create_oauth_server - -# Configure logging -logging.basicConfig( - level=logging.INFO, - format='%(asctime)s - %(name)s - %(levelname)s - %(message)s', - handlers=[logging.StreamHandler(sys.stdout)] -) -logger = logging.getLogger(__name__) - -# Load configuration -CONFIG = DefaultConfig() - -# Validate required configuration -required_configs = [ - "SLACK_BOT_TOKEN", - "SLACK_SIGNING_SECRET", - "DATABRICKS_HOST", - "SERVING_ENDPOINT_NAME" -] -missing_configs = [c for c in required_configs if not getattr(CONFIG, c)] -if missing_configs: - logger.error(f"Missing required configuration: {', '.join(missing_configs)}") - sys.exit(1) - -# Initialize Slack app -app = App( - token=CONFIG.SLACK_BOT_TOKEN, - signing_secret=CONFIG.SLACK_SIGNING_SECRET, -) - -# Initialize components -state_manager = StateManager() -auth_handler = AuthHandler(CONFIG, state_manager) -databricks_client = DatabricksClient( - CONFIG.DATABRICKS_HOST, - CONFIG.SERVING_ENDPOINT_NAME -) - -logger.info("Slack bot initialized successfully") - - -# Event Handlers (same as Socket Mode) - -@app.event("message") -async def message_handler(message, say, client): - """Handle incoming message events""" - await handle_message_event( - message=message, - say=say, - client=client, - state_manager=state_manager, - auth_handler=auth_handler, - databricks_client=databricks_client, - logger=logger - ) - - -@app.event("app_mention") -async def handle_app_mention(event, say, client): - """Handle @mentions of the bot""" - await handle_message_event( - message=event, - say=say, - client=client, - state_manager=state_manager, - auth_handler=auth_handler, - databricks_client=databricks_client, - logger=logger - ) - - -@app.command("/databricks-logout") -async def handle_logout_command(ack, command, respond): - """Handle /databricks-logout slash command""" - await ack() - user_id = command["user_id"] - auth_handler.handle_logout(user_id) - await respond("You have been logged out from Databricks.") - - -@app.error -async def custom_error_handler(error, body, logger): - """Global error handler""" - logger.error(f"Error: {error}") - - -# Create Flask app for HTTP mode -flask_app = Flask(__name__) -slack_handler = SlackRequestHandler(app) - -# OAuth callback server -oauth_app = create_oauth_server(CONFIG, auth_handler, state_manager) -flask_app.register_blueprint(oauth_app) - - -@flask_app.route("/slack/events", methods=["POST"]) -def slack_events(): - """Handle Slack events via HTTP""" - return slack_handler.handle(request) - - -@flask_app.route("/health", methods=["GET"]) -def health_check(): - """Health check endpoint""" - return {"status": "ok"}, 200 - - -def main(): - """Main entry point""" - try: - logger.info(f"Starting bot in HTTP mode on port {CONFIG.PORT}...") - logger.info(f"Slack events endpoint: http://localhost:{CONFIG.PORT}/slack/events") - logger.info(f"OAuth callback: http://localhost:{CONFIG.PORT}/oauth/callback") - logger.warning("āš ļø HTTP mode requires public HTTPS URL for production!") - logger.warning(" For local development, use app_socket.py instead") - - flask_app.run(port=CONFIG.PORT, debug=False) - - except KeyboardInterrupt: - logger.info("Bot stopped by user") - except Exception as e: - logger.error(f"Error starting bot: {e}") - import traceback - traceback.print_exc() - sys.exit(1) - - -if __name__ == "__main__": - main()