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add docker

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This commit is contained in:
Damir
2026-04-07 22:06:27 +03:00
parent 0eb46e4255
commit dc367e2327
10 changed files with 102 additions and 107 deletions
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17
.dockerignore Normal file
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__pycache__/
*.pyc
*.pyo
*.pyd
.Python
*.log
.venv/
venv/
env/
.env
.git/
.gitignore
.idea/
.vscode/
dist/
build/
*.egg-info/

15
backend/Dockerfile Normal file
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FROM python:3.12-slim
WORKDIR /app
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
COPY requirements-backend.txt /app/requirements-backend.txt
RUN pip install --no-cache-dir -r /app/requirements-backend.txt
COPY backend/ /app/backend/
EXPOSE 8000
CMD ["python", "-m", "uvicorn", "backend.main:app", "--host", "0.0.0.0", "--port", "8000"]

27
docker-compose.yml Normal file
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services:
backend:
build:
context: .
dockerfile: backend/Dockerfile
environment:
OLLAMA_API_URL: "http://10.10.10.136:11434/api/generate"
PORT: "8000"
ports:
- "8000:8000"
healthcheck:
test: ["CMD", "python", "-c", "import urllib.request; urllib.request.urlopen('http://localhost:8000/health').read()"]
interval: 10s
timeout: 3s
retries: 10
frontend:
build:
context: .
dockerfile: frontend/Dockerfile
environment:
BACKEND_URL: "http://backend:8000/generate"
ports:
- "8501:8501"
depends_on:
backend:
condition: service_healthy

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frontend/Dockerfile Normal file
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FROM python:3.12-slim
WORKDIR /app
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1
COPY requirements-frontend.txt /app/requirements-frontend.txt
RUN pip install --no-cache-dir -r /app/requirements-frontend.txt
COPY frontend/ /app/frontend/
EXPOSE 8501
CMD ["python", "-m", "streamlit", "run", "frontend/ui.py", "--server.address=0.0.0.0", "--server.port=8501"]

53
main.py
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from fastapi import FastAPI, HTTPException
from pydantic import BaseModel
import requests
import yaml
app = FastAPI(title="AI CI/CD Assistant")
# ЗАМЕНИТЕ на IP вашего контейнера с Ollama
OLLAMA_API_URL = "http://10.10.10.136:11434/api/generate"
class GenerationRequest(BaseModel):
description: str
platform: str = "GitHub Actions" # или GitLab CI
model: str = "codellama"
def validate_config(config_text: str):
"""Простая валидация YAML синтаксиса"""
try:
yaml.safe_load(config_text)
return True, "Success"
except Exception as e:
return False, str(e)
@app.post("/generate")
async def generate_pipeline(req: GenerationRequest):
prompt = f"Write only a valid {req.platform} YAML configuration for: {req.description}. No explanations, just code."
payload = {
"model": req.model,
"prompt": prompt,
"stream": False
}
try:
response = requests.post(OLLAMA_API_URL, json=payload, timeout=60)
raw_text = response.json().get("response", "")
# Очистка от Markdown-оберток (```yaml ... ```)
clean_code = raw_text.replace("```yaml", "").replace("```", "").strip()
is_valid, error_msg = validate_config(clean_code)
return {
"status": "ok" if is_valid else "error",
"config": clean_code,
"validation_error": error_msg if not is_valid else None
}
except Exception as e:
raise HTTPException(status_code=500, detail=f"Ollama error: {str(e)}")
if __name__ == "__main__":
import uvicorn
uvicorn.run(app, host="0.0.0.0", port=8000)

18
readme.md
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1
## DevOps Portal (prototype)
### Run
```bash
docker compose up --build
```
### URLs
- **Backend health**: `http://localhost:8000/health`
- **Frontend (Streamlit)**: `http://localhost:8501`
### Configuration
- **Ollama**: backend uses `OLLAMA_API_URL` (set in `docker-compose.yml`)
- **Frontend → backend**: frontend uses `BACKEND_URL` (defaults to `http://backend:8000/generate`)

4
requirements-backend.txt Normal file
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fastapi
uvicorn[standard]
requests
pyyaml

2
requirements-frontend.txt Normal file
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streamlit
requests

20
run.sh
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#!/bin/bash
# 1. Снимаем блокировку Git (на случай, если что-то изменилось локально)
git reset --hard HEAD
git pull origin master
set -euo pipefail
# 2. Убиваем старые процессы, чтобы освободить порты 8000 и 8501
fuser -k 8000/tcp
fuser -k 8501/tcp
echo "Starting services with Docker Compose..."
docker compose up --build -d
# 3. Запуск Бэкенда (указываем правильный файл main.py)
echo "Starting Backend..."
nohup python3 main.py > backend.log 2>&1 &
# 4. Запуск Фронтенда
echo "Starting Frontend..."
nohup streamlit run ui.py --server.port 8501 > frontend.log 2>&1 &
echo "Services started!"
echo "Backend: http://localhost:8000/health"
echo "Frontend: http://localhost:8501"

38
ui.py
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import streamlit as st
import requests
st.set_page_config(page_title="DevOps AI Assistant", page_icon="🚀")
st.title("🤖 AI CI/CD Pipeline Generator")
st.markdown("Прототип сервиса для генерации и валидации конфигураций")
with st.sidebar:
st.header("Настройки")
api_url = st.text_input("Backend URL", "http://localhost:8000/generate")
model = st.selectbox("LLM Модель", ["deepseek-r1:1.5b", "qwen2.5-coder:1.5b", "llama3.1:8b", "Arena Model"])
platform = st.radio("Платформа", ["GitHub Actions", "GitLab CI"])
user_input = st.text_area("Опишите пайплайн (например: 'Python app with pytest and docker build')", height=150)
if st.button("Сгенерировать конфигурацию", type="primary"):
if user_input:
with st.spinner("LLM думает..."):
try:
res = requests.post(api_url, json={
"description": user_input,
"platform": platform,
"model": model
})
data = res.json()
if data["status"] == "ok":
st.success("✅ Конфигурация валидна!")
st.code(data["config"], language="yaml")
st.download_button("Скачать .yml", data["config"], file_name="pipeline.yml")
else:
st.error(f"❌ Ошибка валидации: {data['validation_error']}")
st.code(data["config"], language="yaml")
except Exception as e:
st.error(f"Ошибка подключения к бекенду: {e}")
else:
st.warning("Пожалуйста, введите описание.")