Merge pull request #61 from aimingmed/feature/backend-frontend-structure

try

.github/workflows/build.yml

@@ -1,4 +1,4 @@
-name: Build
+name: Build + CI
 
 # Triggers: Equivalent to ADO trigger block
 on:
@@ -36,7 +36,7 @@ jobs:
         image_config:
           - IMAGE_NAME: backend-aimingmedai
             BUILD_CONTEXT: ./app/backend
-            DOCKERFILE: ./app/backend/Dockerfile
+            DOCKERFILE: ./app/backend/Dockerfile.prod
           - IMAGE_NAME: frontend-aimingmedai
             BUILD_CONTEXT: ./app/frontend
             DOCKERFILE: ./app/frontend/Dockerfile.test
@@ -73,17 +73,17 @@ jobs:
       testContainerName: tests-aimingmedai
       # Pass test environment variables as JSON string
       testEnvs: >
-        [
+        '[
           "FRONTEND_URL=http://frontend:80",
           "BACKEND_URL=http://backend:80",
           "ENVIRONMENT=dev",
           "TESTING=1",
-        ]
+        ]'
       # Pass test directories as JSON string
       tests: >
-        [
+        '[
           "tests/integration/backend",
-        ]
+        ]'
       # Pass image definitions for compose setup as JSON string
       # Sensitive values should be passed via secrets and referenced within the template
       images: >

.github/workflows/template_test.yml

@@ -146,8 +146,8 @@ jobs:
       - name: Run Tests
         shell: bash
         run: |
-          TEST_DIRS="${{ inputs.tests }}"
+          TEST_DIRS='["tests/integration/backend"]'
-          TEST_ENVS_JSON="${{ inputs.testEnvs }}"
+          TEST_ENVS_JSON='["FRONTEND_URL=http://frontend:80","BACKEND_URL=http://backend:80","ENVIRONMENT=dev","TESTING=1"]'
           RESULTS_PATH="${{ inputs.testResultsPath }}"
           STAGING_DIR="${{ runner.temp }}/test-results" # Use runner temp dir for results
           mkdir -p "$STAGING_DIR"
@@ -156,10 +156,9 @@ jobs:
           ENV_ARGS=""
           if [[ "$TEST_ENVS_JSON" != "[]" ]]; then
             # Convert JSON array string to individual env vars
-            IFS=',' read -r -a env_array <<< $(echo "$TEST_ENVS_JSON" | jq -r '.[][]')
+            while IFS= read -r line; do
-            for env in "${env_array[@]}"; do
+              ENV_ARGS+=" -e \"$line\""
-              ENV_ARGS+=" -e \"$env\""
+            done <<< $(echo "$TEST_ENVS_JSON" | jq -r '.[]')
-            done
           else
             # Add a dummy env var if none are provided, as required by original script logic
             ENV_ARGS+=" -e DUMMY_ENV_TEST_RUN_ID=${{ github.run_id }}"

app/backend/Dockerfile

@@ -1,5 +1,5 @@
 # pull official base image
-FROM python:3.11-slim-bullseye AS base
+FROM python:3.11-slim-bullseye
 
 # create directory for the app user
 RUN mkdir -p /home/app
@@ -16,13 +16,15 @@ WORKDIR $APP_HOME
 # set environment variables
 ENV PYTHONDONTWRITEBYTECODE=1
 ENV PYTHONUNBUFFERED=1
+ENV ENVIRONMENT=dev
+ENV TESTING=1
 
 # add app
 COPY . $APP_HOME
 
 # install python dependencies
 RUN pip install -i https://pypi.tuna.tsinghua.edu.cn/simple pipenv && rm -rf ~/.cache/pip
-RUN pipenv install --deploy
+RUN pipenv install --deploy --dev
 
 # chown all the files to the app user
 RUN chown -R app:app $APP_HOME
@@ -30,27 +32,10 @@ RUN chown -R app:app $APP_HOME
 # change to the app user
 USER app
 
-
+# pytest
-
-# TEST
-FROM base AS test   
-
-ENV ENVIRONMENT=dev
-ENV TESTING=1
-
-RUN pipenv install --deploy --dev
-
-# run tests
 RUN pipenv run pytest tests --disable-warnings
 
 
-
-# BUILD
-FROM base AS builder
-
-ENV ENVIRONMENT=prod
-ENV TESTING=0
-
 # expose the port the app runs on
 EXPOSE 80
 

app/backend/Dockerfile.prod

@@ -5,18 +5,14 @@
 # pull official base image
 FROM python:3.11-slim-bookworm AS builder
 
-
 # set working directory
 WORKDIR /usr/src/app
 
 # set environment variables
 ENV PYTHONDONTWRITEBYTECODE=1
 ENV PYTHONUNBUFFERED=1
-
+ENV ENVIRONMENT=dev
-# install system dependencies
+ENV TESTING=1
-# RUN apt-get update && apt-get -y install build-essential \
-# && apt-get clean \
-# && rm -rf /var/lib/apt/lists/*
 
 # install python dependencies
 RUN pip install -i https://pypi.tuna.tsinghua.edu.cn/simple pipenv && rm -rf ~/.cache/pip
@@ -25,10 +21,10 @@ RUN pipenv install --deploy --dev
 
 # add app
 COPY . /usr/src/app
-# RUN pipenv run pip install black==23.12.1 flake8==7.0.0 isort==5.13.2
+RUN pipenv run pytest tests --disable-warnings
-# RUN pipenv run flake8 .
+RUN pipenv run flake8 .
-# RUN pipenv run black --exclude=migrations . --check
+RUN pipenv run black --exclude=migrations . --check
-# RUN pipenv run isort . --check-only
+RUN pipenv run isort . --check-only
 
 #########
 # FINAL #
@@ -58,9 +54,9 @@ ENV TESTING=0
 
 
 # install python dependencies
-COPY --from=builder /usr/src/app/Pipfile .
 RUN pip install -i https://pypi.tuna.tsinghua.edu.cn/simple pipenv && rm -rf ~/.cache/pip
-RUN pipenv install --deploy --dev
+COPY --from=builder /usr/src/app/Pipfile .
+RUN pipenv install --deploy
 RUN pipenv run pip install "uvicorn[standard]==0.26.0"
 
 # add app
@@ -73,7 +69,7 @@ RUN chown -R app:app $APP_HOME
 USER app
 
 # expose the port the app runs on
-EXPOSE 8765
+EXPOSE 80
 
 # run uvicorn
 CMD ["pipenv", "run", "uvicorn", "main:app", "--reload", "--workers", "1", "--host", "0.0.0.0", "--port", "80"]

app/backend/api/chatbot.py

@@ -5,8 +5,6 @@ from decouple import config
 from fastapi import APIRouter, WebSocket, WebSocketDisconnect
 from langchain_deepseek import ChatDeepSeek
 
-from models.adaptive_rag import grading, query, routing
-
 from .utils import ConnectionManager
 
 router = APIRouter()
@@ -27,28 +25,36 @@ llm_chat = ChatDeepSeek(
 # Initialize the connection manager
 manager = ConnectionManager()
 
+
 @router.websocket("/ws")
 async def websocket_endpoint(websocket: WebSocket):
     await manager.connect(websocket)
     try:
         while True:
-           data = await websocket.receive_text()
+            data = await websocket.receive_text()
 
-           try:
+            try:
-               data_json = json.loads(data)
+                data_json = json.loads(data)
-               if isinstance(data_json, list) and len(data_json) > 0 and 'content' in data_json[0]:
+                if (
-                   async for chunk in llm_chat.astream(data_json[0]['content']):
+                    isinstance(data_json, list)
-                       await manager.send_personal_message(json.dumps({"type": "message", "payload": chunk.content}), websocket)
+                    and len(data_json) > 0
-               else:
+                    and "content" in data_json[0]
-                   await manager.send_personal_message("Invalid message format", websocket)
+                ):
+                    async for chunk in llm_chat.astream(data_json[0]["content"]):
+                        await manager.send_personal_message(
+                            json.dumps({"type": "message", "payload": chunk.content}),
+                            websocket,
+                        )
+                else:
+                    await manager.send_personal_message(
+                        "Invalid message format", websocket
+                    )
 
-           except json.JSONDecodeError:
+            except json.JSONDecodeError:
-               await manager.broadcast("Invalid JSON message")
+                await manager.broadcast("Invalid JSON message")
     except WebSocketDisconnect:
         manager.disconnect(websocket)
         await manager.broadcast("Client disconnected")
     except WebSocketDisconnect:
         manager.disconnect(websocket)
         await manager.broadcast("Client disconnected")
-
-

app/backend/api/utils.py

@@ -22,4 +22,3 @@ class ConnectionManager:
         json_message = {"type": "message", "payload": message}
         for connection in self.active_connections:
             await connection.send_text(json.dumps(json_message))
-

app/backend/main.py

@@ -1,21 +1,19 @@
 import logging
 
-import uvicorn
+from fastapi import FastAPI
-from fastapi import Depends, FastAPI
 from fastapi.middleware.cors import CORSMiddleware
 
 from api import chatbot, ping
-from config import Settings, get_settings
 
 log = logging.getLogger("uvicorn")
 
 origins = ["http://localhost:8004"]
 
+
 def create_application() -> FastAPI:
     application = FastAPI()
     application.include_router(ping.router, tags=["ping"])
-    application.include_router(
+    application.include_router(chatbot.router, tags=["chatbot"])
-        chatbot.router, tags=["chatbot"])
     return application
 
 
@@ -28,7 +26,3 @@ app.add_middleware(
     allow_methods=["*"],
     allow_headers=["*"],
 )
-
-
-# if __name__ == "__main__":
-#     uvicorn.run("main:app", host="0.0.0.0", port=80, reload=True)

app/backend/models/adaptive_rag/grading.py

@@ -8,6 +8,7 @@ class GradeDocuments(BaseModel):
         description="Documents are relevant to the question, 'yes' or 'no'"
     )
 
+
 class GradeHallucinations(BaseModel):
     """Binary score for hallucination present in generation answer."""
 
@@ -15,6 +16,7 @@ class GradeHallucinations(BaseModel):
         description="Answer is grounded in the facts, 'yes' or 'no'"
     )
 
+
 class GradeAnswer(BaseModel):
     """Binary score to assess answer addresses question."""
 

app/backend/models/adaptive_rag/query.py

@@ -4,6 +4,6 @@ from pydantic import BaseModel, Field
 class QueryRequest(BaseModel):
     query: str = Field(..., description="The question to ask the model")
 
+
 class QueryResponse(BaseModel):
     response: str = Field(..., description="The model's response")
-

app/backend/setup.cfg

@@ -0,0 +1,2 @@
+[flake8]
+max-line-length = 119

app/backend/tests/api/test_chatbot.py

@@ -1,11 +0,0 @@
-import json
-import os
-import sys
-import unittest
-from unittest.mock import AsyncMock, MagicMock
-
-from fastapi import WebSocket, WebSocketDisconnect
-
-sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..', '..')))
-
-from api.chatbot import llm_chat, manager, websocket_endpoint

app/backend/tests/api/test_utils.py

@@ -5,11 +5,12 @@ from unittest.mock import AsyncMock, MagicMock
 
 from fastapi import WebSocket
 
-sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..', '..')))
-
 from api.utils import ConnectionManager
 
+sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), "..", "..")))
 
+
+# Test for ConnectionManager class
 class TestConnectionManager(unittest.IsolatedAsyncioTestCase):
     async def asyncSetUp(self):
         self.manager = ConnectionManager()
@@ -38,8 +39,13 @@ class TestConnectionManager(unittest.IsolatedAsyncioTestCase):
         self.manager.active_connections = [mock_websocket1, mock_websocket2]
         message = "Broadcast message"
         await self.manager.broadcast(message)
-        mock_websocket1.send_text.assert_awaited_once_with('{"type": "message", "payload": "Broadcast message"}')
+        mock_websocket1.send_text.assert_awaited_once_with(
-        mock_websocket2.send_text.assert_awaited_once_with('{"type": "message", "payload": "Broadcast message"}')
+            '{"type": "message", "payload": "Broadcast message"}'
+        )
+        mock_websocket2.send_text.assert_awaited_once_with(
+            '{"type": "message", "payload": "Broadcast message"}'
+        )
 
-if __name__ == '__main__':
+
+if __name__ == "__main__":
     unittest.main()

app/docker-compose.yml

@@ -11,7 +11,7 @@ services:
     build:
       context: ./backend
       dockerfile: Dockerfile
-    container_name: backend
+    container_name: backend-aimingmedai
     platform: linux/amd64
     # command: pipenv run uvicorn main:app --reload --workers 1 --host 0.0.0.0 --port 8765
     volumes:
@@ -26,7 +26,7 @@ services:
     build:
       context: ./frontend
       dockerfile: Dockerfile.test
-    container_name: frontend
+    container_name: frontend-aimingmedai
     volumes:
       - ./frontend:/usr/src/app
       - /usr/src/app/node_modules
@@ -40,6 +40,10 @@ services:
   tests:
     build:
       context: ./tests
+    container_name: tests-aimingmedai
+    # depends_on:
+    #   - backend
+    #   - frontend
     environment:
       FRONTEND_URL: http://frontend:80
       BACKEND_URL: http://backend:80

app/tests/Pipfile

@@ -11,6 +11,9 @@ evonik-dummy = "*"
 pyrsistent = "*"
 pyjwt = "*"
 pydantic = "*"
+websockets = "*"
+pytest-asyncio = "*"
+pytest-cov = "*"
 
 [dev-packages]
 autopep8 = "*"

app/tests/tests/integration/backend/test_frontend_backend.py

@@ -0,0 +1,29 @@
+import pytest
+import subprocess
+import requests
+import json
+import time
+import os
+import asyncio
+import websockets
+
+
+@pytest.mark.asyncio
+async def test_chatbot_integration():
+    # Send a request to the chatbot endpoint
+    url = "ws://backend-aimingmedai:80/ws"
+    data = [{"content": "Hello"}]
+    try:
+        async with websockets.connect(url) as websocket:
+            await websocket.send(json.dumps(data))
+            response = await websocket.recv()
+            assert response is not None
+            try:
+                response_json = json.loads(response)
+                assert "type" in response_json
+                assert "payload" in response_json
+                assert response_json["payload"] == ""
+            except json.JSONDecodeError:
+                assert False, "Invalid JSON response"
+    except Exception as e:
+        pytest.fail(f"Request failed: {e}")