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Browse files- Dockerfile +81 -0
- README.md +224 -10
- __init__.py +16 -0
- _cli_path.txt +1 -0
- _path.txt +1 -0
- baseline.py +203 -0
- client.py +65 -0
- devops_troubleshooting_sandbox.egg-info/PKG-INFO +7 -0
- devops_troubleshooting_sandbox.egg-info/SOURCES.txt +18 -0
- devops_troubleshooting_sandbox.egg-info/dependency_links.txt +1 -0
- devops_troubleshooting_sandbox.egg-info/entry_points.txt +2 -0
- devops_troubleshooting_sandbox.egg-info/requires.txt +2 -0
- devops_troubleshooting_sandbox.egg-info/top_level.txt +1 -0
- models.py +70 -0
- openenv.yaml +7 -0
- openenv_devops_sandbox.egg-info/PKG-INFO +9 -0
- openenv_devops_sandbox.egg-info/SOURCES.txt +14 -0
- openenv_devops_sandbox.egg-info/dependency_links.txt +1 -0
- openenv_devops_sandbox.egg-info/entry_points.txt +2 -0
- openenv_devops_sandbox.egg-info/requires.txt +5 -0
- openenv_devops_sandbox.egg-info/top_level.txt +1 -0
- pyproject.toml +22 -0
- server/__init__.py +11 -0
- server/app.py +59 -0
- server/devops_sandbox_environment.py +450 -0
- server/requirements.txt +6 -0
- simulated_app/Dockerfile +26 -0
- simulated_app/config.json +5 -0
- simulated_app/package.json +12 -0
- simulated_app/routes/data.js +37 -0
- simulated_app/routes/users.js +18 -0
- simulated_app/server.js +23 -0
- uv.lock +0 -0
- validation_output.txt +0 -0
Dockerfile
ADDED
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+
# Copyright (c) Meta Platforms, Inc. and affiliates.
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# All rights reserved.
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#
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# This source code is licensed under the BSD-style license found in the
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# LICENSE file in the root directory of this source tree.
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# Multi-stage build using openenv-base
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# This Dockerfile is flexible and works for both:
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# - In-repo environments (with local OpenEnv sources)
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# - Standalone environments (with openenv from PyPI/Git)
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# The build script (openenv build) handles context detection and sets appropriate build args.
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+
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+
ARG BASE_IMAGE=ghcr.io/meta-pytorch/openenv-base:latest
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FROM ${BASE_IMAGE} AS builder
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WORKDIR /app
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# Ensure git is available (required for installing dependencies from VCS)
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RUN apt-get update && \
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apt-get install -y --no-install-recommends git && \
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rm -rf /var/lib/apt/lists/*
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# Build argument to control whether we're building standalone or in-repo
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ARG BUILD_MODE=in-repo
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ARG ENV_NAME=devops_sandbox
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# Copy environment code (always at root of build context)
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COPY . /app/env
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# For in-repo builds, openenv is already vendored in the build context
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# For standalone builds, openenv will be installed via pyproject.toml
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WORKDIR /app/env
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# Ensure uv is available (for local builds where base image lacks it)
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RUN if ! command -v uv >/dev/null 2>&1; then \
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curl -LsSf https://astral.sh/uv/install.sh | sh && \
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mv /root/.local/bin/uv /usr/local/bin/uv && \
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mv /root/.local/bin/uvx /usr/local/bin/uvx; \
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fi
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# Install dependencies using uv sync
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# If uv.lock exists, use it; otherwise resolve on the fly
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RUN --mount=type=cache,target=/root/.cache/uv \
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if [ -f uv.lock ]; then \
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uv sync --frozen --no-install-project --no-editable; \
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else \
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uv sync --no-install-project --no-editable; \
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fi
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RUN --mount=type=cache,target=/root/.cache/uv \
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if [ -f uv.lock ]; then \
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uv sync --frozen --no-editable; \
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else \
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uv sync --no-editable; \
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fi
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# Final runtime stage
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FROM ${BASE_IMAGE}
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WORKDIR /app
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# Copy the virtual environment from builder
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COPY --from=builder /app/env/.venv /app/.venv
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# Copy the environment code
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COPY --from=builder /app/env /app/env
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# Set PATH to use the virtual environment
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ENV PATH="/app/.venv/bin:$PATH"
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# Set PYTHONPATH so imports work correctly
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ENV PYTHONPATH="/app/env:$PYTHONPATH"
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# Health check
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HEALTHCHECK --interval=30s --timeout=3s --start-period=5s --retries=3 \
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CMD curl -f http://localhost:8000/health || exit 1
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# Run the FastAPI server
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# The module path is constructed to work with the /app/env structure
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ENV ENABLE_WEB_INTERFACE=true
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CMD ["sh", "-c", "cd /app/env && uvicorn server.app:app --host 0.0.0.0 --port 8000"]
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README.md
CHANGED
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@@ -1,10 +1,224 @@
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-
---
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-
title:
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-
emoji:
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-
colorFrom:
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colorTo:
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sdk: docker
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pinned: false
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-
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| 1 |
+
---
|
| 2 |
+
title: Self-Healing DevOps Sandbox
|
| 3 |
+
emoji: 🔧
|
| 4 |
+
colorFrom: red
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| 5 |
+
colorTo: green
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| 6 |
+
sdk: docker
|
| 7 |
+
pinned: false
|
| 8 |
+
app_port: 8000
|
| 9 |
+
base_path: /web
|
| 10 |
+
tags:
|
| 11 |
+
- openenv
|
| 12 |
+
---
|
| 13 |
+
|
| 14 |
+
# Self-Healing DevOps Sandbox
|
| 15 |
+
|
| 16 |
+
An OpenEnv RL environment where an AI agent is dropped into a **broken Node.js backend** inside a Docker container. The agent must use **bash commands only** to diagnose bugs, edit files, and fix the app -- just like a real DevOps engineer would.
|
| 17 |
+
|
| 18 |
+
Built for the **Meta PyTorch OpenEnv Hackathon**.
|
| 19 |
+
|
| 20 |
+
---
|
| 21 |
+
|
| 22 |
+
## What Is This?
|
| 23 |
+
|
| 24 |
+
A 3-task challenge of increasing difficulty. The agent starts in a Docker container with a broken Express.js app in `/app` and must make all endpoints healthy.
|
| 25 |
+
|
| 26 |
+
| # | Difficulty | Bug | What's Wrong |
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| 27 |
+
|---|-----------|-----------------|---------------------------------------|
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| 28 |
+
| 1 | Easy | `config.json` | Port set to `9999` instead of `3000` |
|
| 29 |
+
| 2 | Medium | `routes/users.js`| Missing `)` causes SyntaxError crash |
|
| 30 |
+
| 3 | Hard | `routes/data.js` | Missing `await` causes HTTP 500 |
|
| 31 |
+
|
| 32 |
+
**Goal:** Fix all bugs so these endpoints return HTTP 200:
|
| 33 |
+
- `GET /health` returns `{"status": "ok"}`
|
| 34 |
+
- `GET /api/users` returns `{"users": [...]}`
|
| 35 |
+
- `GET /api/data` returns `{"records": [...]}`
|
| 36 |
+
|
| 37 |
+
---
|
| 38 |
+
|
| 39 |
+
## Scoring (Partial Rewards)
|
| 40 |
+
|
| 41 |
+
The grader runs **after every command** and awards cumulative points:
|
| 42 |
+
|
| 43 |
+
| Milestone | Points | Total |
|
| 44 |
+
|----------------------------------|--------|----------|
|
| 45 |
+
| App starts on port 3000 | +0.35 | 0.35 |
|
| 46 |
+
| `/health` returns 200 | +0.10 | 0.45 |
|
| 47 |
+
| `/api/users` returns valid JSON | +0.15 | 0.60 |
|
| 48 |
+
| `/api/data` returns valid JSON | +0.25 | 0.85 |
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| 49 |
+
| All endpoints correct | +0.15 | **1.00** |
|
| 50 |
+
|
| 51 |
+
---
|
| 52 |
+
|
| 53 |
+
## Getting Started
|
| 54 |
+
|
| 55 |
+
### Prerequisites
|
| 56 |
+
|
| 57 |
+
- **Python 3.10+**
|
| 58 |
+
- **Docker Desktop** (running)
|
| 59 |
+
- **uv** package manager (`pip install uv`)
|
| 60 |
+
|
| 61 |
+
### 1. Install Dependencies
|
| 62 |
+
|
| 63 |
+
```bash
|
| 64 |
+
cd devops_sandbox
|
| 65 |
+
uv sync
|
| 66 |
+
```
|
| 67 |
+
|
| 68 |
+
### 2. Build the Sandbox Docker Image
|
| 69 |
+
|
| 70 |
+
```bash
|
| 71 |
+
docker build -t devops-sandbox-node:latest -f simulated_app/Dockerfile simulated_app/
|
| 72 |
+
```
|
| 73 |
+
|
| 74 |
+
### 3. Start the Environment Server
|
| 75 |
+
|
| 76 |
+
```bash
|
| 77 |
+
uv run server
|
| 78 |
+
```
|
| 79 |
+
|
| 80 |
+
The server starts at `http://localhost:8000`.
|
| 81 |
+
|
| 82 |
+
### 4. Run the Baseline Agent
|
| 83 |
+
|
| 84 |
+
In a **separate terminal**:
|
| 85 |
+
|
| 86 |
+
```bash
|
| 87 |
+
# Set your OpenAI API key
|
| 88 |
+
export OPENAI_API_KEY="sk-..." # Linux/Mac
|
| 89 |
+
$env:OPENAI_API_KEY = "sk-..." # PowerShell
|
| 90 |
+
|
| 91 |
+
# Run the baseline
|
| 92 |
+
uv run python baseline.py
|
| 93 |
+
```
|
| 94 |
+
|
| 95 |
+
---
|
| 96 |
+
|
| 97 |
+
## Test Your Own Agent
|
| 98 |
+
|
| 99 |
+
### Option A: Use the Python Client
|
| 100 |
+
|
| 101 |
+
```python
|
| 102 |
+
from devops_sandbox import BashAction, DevopsSandboxEnv
|
| 103 |
+
|
| 104 |
+
with DevopsSandboxEnv(base_url="http://localhost:8000").sync() as env:
|
| 105 |
+
# Reset creates a fresh Docker container
|
| 106 |
+
result = env.reset()
|
| 107 |
+
print(result.observation.stdout) # Task description
|
| 108 |
+
print(result.observation.grader_score) # 0.0
|
| 109 |
+
|
| 110 |
+
# Send bash commands
|
| 111 |
+
result = env.step(BashAction(command="cat /app/config.json"))
|
| 112 |
+
print(result.observation.stdout) # File contents
|
| 113 |
+
print(result.observation.grader_score) # Score after grading
|
| 114 |
+
|
| 115 |
+
# Fix a bug
|
| 116 |
+
result = env.step(BashAction(command="sed -i 's/9999/3000/' /app/config.json"))
|
| 117 |
+
print(result.observation.grader_score) # Partial score
|
| 118 |
+
|
| 119 |
+
# Check if done
|
| 120 |
+
if result.done:
|
| 121 |
+
print("Episode complete!")
|
| 122 |
+
```
|
| 123 |
+
|
| 124 |
+
### Option B: Use the REST API Directly
|
| 125 |
+
|
| 126 |
+
```bash
|
| 127 |
+
# Reset the environment
|
| 128 |
+
curl -X POST http://localhost:8000/reset
|
| 129 |
+
|
| 130 |
+
# Send a command
|
| 131 |
+
curl -X POST http://localhost:8000/step \
|
| 132 |
+
-H "Content-Type: application/json" \
|
| 133 |
+
-d '{"action": {"command": "ls -la /app"}}'
|
| 134 |
+
```
|
| 135 |
+
|
| 136 |
+
### Option C: Use the WebSocket Endpoint
|
| 137 |
+
|
| 138 |
+
Connect to `ws://localhost:8000/ws` for persistent sessions.
|
| 139 |
+
|
| 140 |
+
---
|
| 141 |
+
|
| 142 |
+
## Project Structure
|
| 143 |
+
|
| 144 |
+
```
|
| 145 |
+
devops_sandbox/
|
| 146 |
+
|-- openenv.yaml # OpenEnv manifest
|
| 147 |
+
|-- pyproject.toml # Python dependencies
|
| 148 |
+
|-- README.md # This file
|
| 149 |
+
|-- baseline.py # LLM-powered baseline agent
|
| 150 |
+
|-- models.py # BashAction & TerminalObservation schemas
|
| 151 |
+
|-- client.py # Python client for the environment
|
| 152 |
+
|
|
| 153 |
+
|-- server/
|
| 154 |
+
| |-- app.py # FastAPI server (entry point)
|
| 155 |
+
| +-- devops_sandbox_environment.py # Environment logic + grader
|
| 156 |
+
|
|
| 157 |
+
+-- simulated_app/ # The broken Node.js app (Docker context)
|
| 158 |
+
|-- Dockerfile # node:20-slim sandbox container
|
| 159 |
+
|-- package.json # Express.js project
|
| 160 |
+
|-- server.js # Main entry point
|
| 161 |
+
|-- config.json # Bug 1: wrong port
|
| 162 |
+
+-- routes/
|
| 163 |
+
|-- users.js # Bug 2: syntax error
|
| 164 |
+
+-- data.js # Bug 3: missing await
|
| 165 |
+
```
|
| 166 |
+
|
| 167 |
+
---
|
| 168 |
+
|
| 169 |
+
## How It Works
|
| 170 |
+
|
| 171 |
+
```
|
| 172 |
+
+-----------+ BashAction +------------+ docker exec +--------------+
|
| 173 |
+
| Agent | --------------> | OpenEnv | --------------> | Docker |
|
| 174 |
+
| (LLM/RL) | | Server | | Container |
|
| 175 |
+
| | <-------------- | (8000) | <-------------- | (broken app)|
|
| 176 |
+
+-----------+ Observation +-----+------+ stdout/stderr +--------------+
|
| 177 |
+
+ grader_score |
|
| 178 |
+
+-----+------+
|
| 179 |
+
| Grader |
|
| 180 |
+
| (curl test |
|
| 181 |
+
| endpoints)|
|
| 182 |
+
+------------+
|
| 183 |
+
```
|
| 184 |
+
|
| 185 |
+
1. **Agent** sends a `BashAction` (e.g., `cat /app/config.json`)
|
| 186 |
+
2. **Server** runs it inside the Docker container via `docker exec`
|
| 187 |
+
3. **Grader** restarts the Node app and curls all endpoints
|
| 188 |
+
4. **Observation** returns: stdout, stderr, score (0.0-1.0), feedback
|
| 189 |
+
|
| 190 |
+
---
|
| 191 |
+
|
| 192 |
+
## Configuration
|
| 193 |
+
|
| 194 |
+
| Env Variable | Default | Description |
|
| 195 |
+
|--------------------|--------------------------|------------------------------------|
|
| 196 |
+
| `OPENAI_API_KEY` | *(required)* | OpenAI API key for baseline |
|
| 197 |
+
| `OPENAI_MODEL` | `gpt-4o-mini` | LLM model to use |
|
| 198 |
+
| `OPENAI_BASE_URL` | *(OpenAI default)* | Custom endpoint (Ollama, vLLM) |
|
| 199 |
+
| `MAX_TURNS` | `30` | Max steps per episode |
|
| 200 |
+
| `DEVOPS_SANDBOX_URL`| `http://localhost:8000` | Environment server URL |
|
| 201 |
+
|
| 202 |
+
### Use with Local LLMs (Ollama, vLLM)
|
| 203 |
+
|
| 204 |
+
```bash
|
| 205 |
+
export OPENAI_BASE_URL="http://localhost:11434/v1"
|
| 206 |
+
export OPENAI_MODEL="llama3"
|
| 207 |
+
export OPENAI_API_KEY="dummy"
|
| 208 |
+
uv run python baseline.py
|
| 209 |
+
```
|
| 210 |
+
|
| 211 |
+
---
|
| 212 |
+
|
| 213 |
+
## Validation
|
| 214 |
+
|
| 215 |
+
```bash
|
| 216 |
+
uv run openenv validate
|
| 217 |
+
# Expected: [OK] devops_sandbox: Ready for multi-mode deployment
|
| 218 |
+
```
|
| 219 |
+
|
| 220 |
+
---
|
| 221 |
+
|
| 222 |
+
## License
|
| 223 |
+
|
| 224 |
+
BSD-style license. See LICENSE for details.
|
__init__.py
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Copyright (c) Meta Platforms, Inc. and affiliates.
|
| 2 |
+
# All rights reserved.
|
| 3 |
+
#
|
| 4 |
+
# This source code is licensed under the BSD-style license found in the
|
| 5 |
+
# LICENSE file in the root directory of this source tree.
|
| 6 |
+
|
| 7 |
+
"""Self-Healing DevOps Sandbox Environment."""
|
| 8 |
+
|
| 9 |
+
from .client import DevopsSandboxEnv
|
| 10 |
+
from .models import BashAction, TerminalObservation
|
| 11 |
+
|
| 12 |
+
__all__ = [
|
| 13 |
+
"BashAction",
|
| 14 |
+
"TerminalObservation",
|
| 15 |
+
"DevopsSandboxEnv",
|
| 16 |
+
]
|
_cli_path.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
E:\programs2\openenv(RL)\devops_sandbox\.venv\Lib\site-packages\openenv\cli
|
_path.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
E:\programs2\openenv(RL)\devops_sandbox\.venv\Lib\site-packages\openenv
|
baseline.py
ADDED
|
@@ -0,0 +1,203 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
#!/usr/bin/env python3
|
| 2 |
+
# Copyright (c) Meta Platforms, Inc. and affiliates.
|
| 3 |
+
# All rights reserved.
|
| 4 |
+
#
|
| 5 |
+
# This source code is licensed under the BSD-style license found in the
|
| 6 |
+
# LICENSE file in the root directory of this source tree.
|
| 7 |
+
|
| 8 |
+
"""
|
| 9 |
+
Baseline inference script for the Self-Healing DevOps Sandbox.
|
| 10 |
+
|
| 11 |
+
Uses an LLM (via the OpenAI-compatible API) to diagnose and fix a broken
|
| 12 |
+
Node.js backend running inside a Docker container.
|
| 13 |
+
|
| 14 |
+
Usage:
|
| 15 |
+
export OPENAI_API_KEY="sk-..."
|
| 16 |
+
python baseline.py
|
| 17 |
+
|
| 18 |
+
# Or with a custom endpoint (e.g., local vLLM):
|
| 19 |
+
export OPENAI_BASE_URL="http://localhost:8080/v1"
|
| 20 |
+
python baseline.py
|
| 21 |
+
"""
|
| 22 |
+
|
| 23 |
+
import json
|
| 24 |
+
import os
|
| 25 |
+
import sys
|
| 26 |
+
|
| 27 |
+
try:
|
| 28 |
+
from openai import OpenAI
|
| 29 |
+
except ImportError:
|
| 30 |
+
print("ERROR: 'openai' package is required. Install with: pip install openai")
|
| 31 |
+
sys.exit(1)
|
| 32 |
+
|
| 33 |
+
from devops_sandbox import BashAction, DevopsSandboxEnv
|
| 34 |
+
|
| 35 |
+
# ---------------------------------------------------------------------------
|
| 36 |
+
# Configuration
|
| 37 |
+
# ---------------------------------------------------------------------------
|
| 38 |
+
ENV_URL = os.getenv("DEVOPS_SANDBOX_URL", "http://localhost:8000")
|
| 39 |
+
MODEL = os.getenv("OPENAI_MODEL", "gpt-4o-mini")
|
| 40 |
+
MAX_TURNS = int(os.getenv("MAX_TURNS", "30"))
|
| 41 |
+
|
| 42 |
+
SYSTEM_PROMPT = """\
|
| 43 |
+
You are an expert DevOps engineer and Node.js developer.
|
| 44 |
+
|
| 45 |
+
You have been dropped into a Linux container with a broken Express.js backend in /app.
|
| 46 |
+
Your goal is to diagnose and fix ALL bugs so the app runs correctly.
|
| 47 |
+
|
| 48 |
+
RULES:
|
| 49 |
+
1. Respond ONLY with a JSON object: {"command": "<bash command>"}
|
| 50 |
+
2. Use standard bash/Linux commands (ls, cat, grep, sed, node, npm, etc.)
|
| 51 |
+
3. Do NOT use interactive editors (vi, nano). Use sed or echo/cat with redirection.
|
| 52 |
+
4. After fixing bugs, restart the app with: cd /app && npm start &
|
| 53 |
+
5. Be methodical: read files first, understand the bug, then fix it.
|
| 54 |
+
|
| 55 |
+
EXPECTED FINAL STATE:
|
| 56 |
+
- App starts without errors on port 3000
|
| 57 |
+
- GET /health → 200
|
| 58 |
+
- GET /api/users → 200 with JSON containing "users" array
|
| 59 |
+
- GET /api/data → 200 with JSON containing "records" array
|
| 60 |
+
"""
|
| 61 |
+
|
| 62 |
+
|
| 63 |
+
def extract_command(llm_response: str) -> str:
|
| 64 |
+
"""Extract a bash command from the LLM's response (JSON or raw text)."""
|
| 65 |
+
# Try JSON parsing first
|
| 66 |
+
try:
|
| 67 |
+
data = json.loads(llm_response.strip())
|
| 68 |
+
if isinstance(data, dict) and "command" in data:
|
| 69 |
+
return data["command"]
|
| 70 |
+
except (json.JSONDecodeError, TypeError):
|
| 71 |
+
pass
|
| 72 |
+
|
| 73 |
+
# Try extracting from markdown code block
|
| 74 |
+
if "```" in llm_response:
|
| 75 |
+
lines = llm_response.split("```")
|
| 76 |
+
for block in lines[1::2]: # odd indices are code blocks
|
| 77 |
+
code = block.strip()
|
| 78 |
+
if code.startswith("json"):
|
| 79 |
+
code = code[4:].strip()
|
| 80 |
+
try:
|
| 81 |
+
data = json.loads(code)
|
| 82 |
+
if isinstance(data, dict) and "command" in data:
|
| 83 |
+
return data["command"]
|
| 84 |
+
except (json.JSONDecodeError, TypeError):
|
| 85 |
+
pass
|
| 86 |
+
elif code.startswith("bash") or code.startswith("sh"):
|
| 87 |
+
code = code.split("\n", 1)[-1].strip()
|
| 88 |
+
return code
|
| 89 |
+
else:
|
| 90 |
+
first_line = code.split("\n")[0].strip()
|
| 91 |
+
if first_line:
|
| 92 |
+
return first_line
|
| 93 |
+
|
| 94 |
+
# Fallback: treat entire response as a command
|
| 95 |
+
cmd = llm_response.strip().strip("`").strip()
|
| 96 |
+
if cmd.startswith("{"):
|
| 97 |
+
# One more try
|
| 98 |
+
try:
|
| 99 |
+
return json.loads(cmd)["command"]
|
| 100 |
+
except Exception:
|
| 101 |
+
pass
|
| 102 |
+
return cmd
|
| 103 |
+
|
| 104 |
+
|
| 105 |
+
def main():
|
| 106 |
+
print("=" * 60)
|
| 107 |
+
print(" Self-Healing DevOps Sandbox — Baseline Agent")
|
| 108 |
+
print("=" * 60)
|
| 109 |
+
|
| 110 |
+
client = OpenAI()
|
| 111 |
+
|
| 112 |
+
messages = [{"role": "system", "content": SYSTEM_PROMPT}]
|
| 113 |
+
|
| 114 |
+
with DevopsSandboxEnv(base_url=ENV_URL).sync() as env:
|
| 115 |
+
# Reset the environment
|
| 116 |
+
print("\n[*] Resetting environment...")
|
| 117 |
+
result = env.reset()
|
| 118 |
+
obs = result.observation
|
| 119 |
+
|
| 120 |
+
print(f"\n[INIT] Task prompt:\n{obs.stdout[:500]}...")
|
| 121 |
+
print(f"[INIT] Score: {obs.grader_score} | Feedback: {obs.grader_feedback}")
|
| 122 |
+
|
| 123 |
+
# Add initial observation to messages
|
| 124 |
+
messages.append({
|
| 125 |
+
"role": "user",
|
| 126 |
+
"content": (
|
| 127 |
+
f"Here is the initial state of the broken app:\n\n"
|
| 128 |
+
f"```\n{obs.stdout}\n```\n\n"
|
| 129 |
+
f"Current directory: {obs.current_dir}\n"
|
| 130 |
+
f"Score: {obs.grader_score}/1.0\n\n"
|
| 131 |
+
f"What bash command should I run first?"
|
| 132 |
+
),
|
| 133 |
+
})
|
| 134 |
+
|
| 135 |
+
for turn in range(1, MAX_TURNS + 1):
|
| 136 |
+
print(f"\n{'─' * 40}")
|
| 137 |
+
print(f"Turn {turn}/{MAX_TURNS}")
|
| 138 |
+
print(f"{'─' * 40}")
|
| 139 |
+
|
| 140 |
+
# Get LLM response
|
| 141 |
+
try:
|
| 142 |
+
response = client.chat.completions.create(
|
| 143 |
+
model=MODEL,
|
| 144 |
+
messages=messages,
|
| 145 |
+
temperature=0.2,
|
| 146 |
+
max_tokens=256,
|
| 147 |
+
)
|
| 148 |
+
llm_text = response.choices[0].message.content or ""
|
| 149 |
+
except Exception as e:
|
| 150 |
+
print(f"[ERROR] LLM call failed: {e}")
|
| 151 |
+
break
|
| 152 |
+
|
| 153 |
+
# Extract command
|
| 154 |
+
command = extract_command(llm_text)
|
| 155 |
+
if not command:
|
| 156 |
+
print("[WARN] Could not extract command from LLM response")
|
| 157 |
+
command = "ls -la /app"
|
| 158 |
+
|
| 159 |
+
print(f"[CMD] {command}")
|
| 160 |
+
|
| 161 |
+
# Execute in environment
|
| 162 |
+
result = env.step(BashAction(command=command))
|
| 163 |
+
obs = result.observation
|
| 164 |
+
|
| 165 |
+
stdout_preview = obs.stdout[:300] if obs.stdout else "(empty)"
|
| 166 |
+
stderr_preview = obs.stderr[:200] if obs.stderr else "(none)"
|
| 167 |
+
print(f"[OUT] {stdout_preview}")
|
| 168 |
+
if obs.stderr:
|
| 169 |
+
print(f"[ERR] {stderr_preview}")
|
| 170 |
+
print(f"[SCORE] {obs.grader_score:.2f} | {obs.grader_feedback}")
|
| 171 |
+
|
| 172 |
+
# Add to conversation
|
| 173 |
+
messages.append({"role": "assistant", "content": llm_text})
|
| 174 |
+
messages.append({
|
| 175 |
+
"role": "user",
|
| 176 |
+
"content": (
|
| 177 |
+
f"Command output:\n"
|
| 178 |
+
f"stdout:\n```\n{obs.stdout}\n```\n"
|
| 179 |
+
f"stderr:\n```\n{obs.stderr}\n```\n"
|
| 180 |
+
f"Current score: {obs.grader_score}/1.0\n"
|
| 181 |
+
f"Grader feedback: {obs.grader_feedback}\n\n"
|
| 182 |
+
f"What command should I run next?"
|
| 183 |
+
),
|
| 184 |
+
})
|
| 185 |
+
|
| 186 |
+
# Check if done
|
| 187 |
+
if result.done:
|
| 188 |
+
print(f"\n{'=' * 60}")
|
| 189 |
+
if obs.grader_score >= 1.0:
|
| 190 |
+
print(" ✅ ALL BUGS FIXED — PERFECT SCORE!")
|
| 191 |
+
else:
|
| 192 |
+
print(f" Episode ended. Final score: {obs.grader_score:.2f}/1.0")
|
| 193 |
+
print(f"{'=' * 60}")
|
| 194 |
+
break
|
| 195 |
+
else:
|
| 196 |
+
print(f"\n[!] Max turns ({MAX_TURNS}) reached.")
|
| 197 |
+
print(f" Final score: {obs.grader_score:.2f}/1.0")
|
| 198 |
+
|
| 199 |
+
print("\n[*] Done.")
|
| 200 |
+
|
| 201 |
+
|
| 202 |
+
if __name__ == "__main__":
|
| 203 |
+
main()
|
client.py
ADDED
|
@@ -0,0 +1,65 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Copyright (c) Meta Platforms, Inc. and affiliates.
|
| 2 |
+
# All rights reserved.
|
| 3 |
+
#
|
| 4 |
+
# This source code is licensed under the BSD-style license found in the
|
| 5 |
+
# LICENSE file in the root directory of this source tree.
|
| 6 |
+
|
| 7 |
+
"""Self-Healing DevOps Sandbox Environment Client."""
|
| 8 |
+
|
| 9 |
+
from typing import Dict
|
| 10 |
+
|
| 11 |
+
from openenv.core import EnvClient
|
| 12 |
+
from openenv.core.client_types import StepResult
|
| 13 |
+
from openenv.core.env_server.types import State
|
| 14 |
+
|
| 15 |
+
from .models import BashAction, TerminalObservation
|
| 16 |
+
|
| 17 |
+
|
| 18 |
+
class DevopsSandboxEnv(
|
| 19 |
+
EnvClient[BashAction, TerminalObservation, State]
|
| 20 |
+
):
|
| 21 |
+
"""
|
| 22 |
+
Client for the Self-Healing DevOps Sandbox Environment.
|
| 23 |
+
|
| 24 |
+
Example:
|
| 25 |
+
>>> with DevopsSandboxEnv(base_url="http://localhost:8000") as client:
|
| 26 |
+
... result = client.reset()
|
| 27 |
+
... print(result.observation.stdout)
|
| 28 |
+
...
|
| 29 |
+
... result = client.step(BashAction(command="ls -la"))
|
| 30 |
+
... print(result.observation.stdout)
|
| 31 |
+
"""
|
| 32 |
+
|
| 33 |
+
def _step_payload(self, action: BashAction) -> Dict:
|
| 34 |
+
"""Convert BashAction to JSON payload for step message."""
|
| 35 |
+
return {
|
| 36 |
+
"command": action.command,
|
| 37 |
+
}
|
| 38 |
+
|
| 39 |
+
def _parse_result(self, payload: Dict) -> StepResult[TerminalObservation]:
|
| 40 |
+
"""Parse server response into StepResult[TerminalObservation]."""
|
| 41 |
+
obs_data = payload.get("observation", {})
|
| 42 |
+
observation = TerminalObservation(
|
| 43 |
+
stdout=obs_data.get("stdout", ""),
|
| 44 |
+
stderr=obs_data.get("stderr", ""),
|
| 45 |
+
current_dir=obs_data.get("current_dir", "/app"),
|
| 46 |
+
task_id=obs_data.get("task_id", "devops_sandbox"),
|
| 47 |
+
grader_score=obs_data.get("grader_score", 0.0),
|
| 48 |
+
grader_feedback=obs_data.get("grader_feedback", ""),
|
| 49 |
+
done=payload.get("done", False),
|
| 50 |
+
reward=payload.get("reward"),
|
| 51 |
+
metadata=obs_data.get("metadata", {}),
|
| 52 |
+
)
|
| 53 |
+
|
| 54 |
+
return StepResult(
|
| 55 |
+
observation=observation,
|
| 56 |
+
reward=payload.get("reward"),
|
| 57 |
+
done=payload.get("done", False),
|
| 58 |
+
)
|
| 59 |
+
|
| 60 |
+
def _parse_state(self, payload: Dict) -> State:
|
| 61 |
+
"""Parse server response into State object."""
|
| 62 |
+
return State(
|
| 63 |
+
episode_id=payload.get("episode_id"),
|
| 64 |
+
step_count=payload.get("step_count", 0),
|
| 65 |
+
)
|
devops_troubleshooting_sandbox.egg-info/PKG-INFO
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
Metadata-Version: 2.4
|
| 2 |
+
Name: devops-troubleshooting-sandbox
|
| 3 |
+
Version: 0.1.0
|
| 4 |
+
Summary: A real-world DevOps environment where an agent must diagnose and fix broken backend configurations inside an isolated Docker container.
|
| 5 |
+
Requires-Python: >=3.10
|
| 6 |
+
Requires-Dist: openenv-core[core]>=0.2.1
|
| 7 |
+
Requires-Dist: openai>=1.0.0
|
devops_troubleshooting_sandbox.egg-info/SOURCES.txt
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
README.md
|
| 2 |
+
__init__.py
|
| 3 |
+
client.py
|
| 4 |
+
models.py
|
| 5 |
+
pyproject.toml
|
| 6 |
+
./__init__.py
|
| 7 |
+
./baseline.py
|
| 8 |
+
./client.py
|
| 9 |
+
./models.py
|
| 10 |
+
devops_troubleshooting_sandbox.egg-info/PKG-INFO
|
| 11 |
+
devops_troubleshooting_sandbox.egg-info/SOURCES.txt
|
| 12 |
+
devops_troubleshooting_sandbox.egg-info/dependency_links.txt
|
| 13 |
+
devops_troubleshooting_sandbox.egg-info/entry_points.txt
|
| 14 |
+
devops_troubleshooting_sandbox.egg-info/requires.txt
|
| 15 |
+
devops_troubleshooting_sandbox.egg-info/top_level.txt
|
| 16 |
+
server/__init__.py
|
| 17 |
+
server/app.py
|
| 18 |
+
server/devops_sandbox_environment.py
|
devops_troubleshooting_sandbox.egg-info/dependency_links.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
|
devops_troubleshooting_sandbox.egg-info/entry_points.txt
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[console_scripts]
|
| 2 |
+
server = devops_sandbox.server.app:main
|
devops_troubleshooting_sandbox.egg-info/requires.txt
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
openenv-core[core]>=0.2.1
|
| 2 |
+
openai>=1.0.0
|
devops_troubleshooting_sandbox.egg-info/top_level.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
devops_sandbox
|
models.py
ADDED
|
@@ -0,0 +1,70 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Copyright (c) Meta Platforms, Inc. and affiliates.
|
| 2 |
+
# All rights reserved.
|
| 3 |
+
#
|
| 4 |
+
# This source code is licensed under the BSD-style license found in the
|
| 5 |
+
# LICENSE file in the root directory of this source tree.
|
| 6 |
+
|
| 7 |
+
"""
|
| 8 |
+
Data models for the Self-Healing DevOps Sandbox Environment.
|
| 9 |
+
|
| 10 |
+
Defines the Action and Observation types used by the RL agent to interact
|
| 11 |
+
with a broken Node.js backend running inside a Docker container.
|
| 12 |
+
"""
|
| 13 |
+
|
| 14 |
+
from typing import Any, Dict
|
| 15 |
+
|
| 16 |
+
from pydantic import Field
|
| 17 |
+
|
| 18 |
+
from openenv.core.env_server.types import Action, Observation
|
| 19 |
+
|
| 20 |
+
|
| 21 |
+
class BashAction(Action):
|
| 22 |
+
"""Action: a bash command to execute inside the Docker sandbox.
|
| 23 |
+
|
| 24 |
+
The agent sends shell commands (ls, cat, sed, node, etc.) to diagnose
|
| 25 |
+
and repair the broken Node.js application.
|
| 26 |
+
"""
|
| 27 |
+
|
| 28 |
+
command: str = Field(
|
| 29 |
+
...,
|
| 30 |
+
description=(
|
| 31 |
+
"The bash command to execute in the sandbox terminal "
|
| 32 |
+
"(e.g., 'ls -la', 'cat server.js', "
|
| 33 |
+
"'sed -i s/old/new/ file.js')."
|
| 34 |
+
),
|
| 35 |
+
)
|
| 36 |
+
|
| 37 |
+
|
| 38 |
+
class TerminalObservation(Observation):
|
| 39 |
+
"""Observation returned after executing a bash command.
|
| 40 |
+
|
| 41 |
+
Includes stdout/stderr from the command, working directory context,
|
| 42 |
+
the current task identifier, and the grader's partial score.
|
| 43 |
+
"""
|
| 44 |
+
|
| 45 |
+
stdout: str = Field(
|
| 46 |
+
default="",
|
| 47 |
+
description="Standard output from the executed command.",
|
| 48 |
+
)
|
| 49 |
+
stderr: str = Field(
|
| 50 |
+
default="",
|
| 51 |
+
description="Standard error from the executed command, if any.",
|
| 52 |
+
)
|
| 53 |
+
current_dir: str = Field(
|
| 54 |
+
default="/app",
|
| 55 |
+
description="The current working directory inside the container.",
|
| 56 |
+
)
|
| 57 |
+
task_id: str = Field(
|
| 58 |
+
default="devops_sandbox",
|
| 59 |
+
description="Identifier for the current task scenario.",
|
| 60 |
+
)
|
| 61 |
+
grader_score: float = Field(
|
| 62 |
+
default=0.0,
|
| 63 |
+
ge=0.0,
|
| 64 |
+
le=1.0,
|
| 65 |
+
description="The grader's partial reward (0.0 to 1.0).",
|
| 66 |
+
)
|
| 67 |
+
grader_feedback: str = Field(
|
| 68 |
+
default="",
|
| 69 |
+
description="Human-readable feedback from the grader.",
|
| 70 |
+
)
|
openenv.yaml
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
spec_version: 1
|
| 2 |
+
name: devops_sandbox
|
| 3 |
+
type: space
|
| 4 |
+
runtime: fastapi
|
| 5 |
+
app: server.app:app
|
| 6 |
+
port: 8000
|
| 7 |
+
|
openenv_devops_sandbox.egg-info/PKG-INFO
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
Metadata-Version: 2.4
|
| 2 |
+
Name: openenv-devops_sandbox
|
| 3 |
+
Version: 0.1.0
|
| 4 |
+
Summary: Devops Sandbox environment for OpenEnv
|
| 5 |
+
Requires-Python: >=3.10
|
| 6 |
+
Requires-Dist: openenv-core[core]>=0.2.1
|
| 7 |
+
Provides-Extra: dev
|
| 8 |
+
Requires-Dist: pytest>=8.0.0; extra == "dev"
|
| 9 |
+
Requires-Dist: pytest-cov>=4.0.0; extra == "dev"
|
openenv_devops_sandbox.egg-info/SOURCES.txt
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
README.md
|
| 2 |
+
pyproject.toml
|
| 3 |
+
./__init__.py
|
| 4 |
+
./client.py
|
| 5 |
+
./models.py
|
| 6 |
+
openenv_devops_sandbox.egg-info/PKG-INFO
|
| 7 |
+
openenv_devops_sandbox.egg-info/SOURCES.txt
|
| 8 |
+
openenv_devops_sandbox.egg-info/dependency_links.txt
|
| 9 |
+
openenv_devops_sandbox.egg-info/entry_points.txt
|
| 10 |
+
openenv_devops_sandbox.egg-info/requires.txt
|
| 11 |
+
openenv_devops_sandbox.egg-info/top_level.txt
|
| 12 |
+
server/__init__.py
|
| 13 |
+
server/app.py
|
| 14 |
+
server/devops_sandbox_environment.py
|
openenv_devops_sandbox.egg-info/dependency_links.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
|
openenv_devops_sandbox.egg-info/entry_points.txt
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[console_scripts]
|
| 2 |
+
server = devops_sandbox.server.app:main
|
openenv_devops_sandbox.egg-info/requires.txt
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
openenv-core[core]>=0.2.1
|
| 2 |
+
|
| 3 |
+
[dev]
|
| 4 |
+
pytest>=8.0.0
|
| 5 |
+
pytest-cov>=4.0.0
|
openenv_devops_sandbox.egg-info/top_level.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
devops_sandbox
|
pyproject.toml
ADDED
|
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[build-system]
|
| 2 |
+
requires = ["setuptools>=45", "wheel"]
|
| 3 |
+
build-backend = "setuptools.build_meta"
|
| 4 |
+
|
| 5 |
+
[project]
|
| 6 |
+
name = "devops-troubleshooting-sandbox"
|
| 7 |
+
version = "0.1.0"
|
| 8 |
+
description = "A real-world DevOps environment where an agent must diagnose and fix broken backend configurations inside an isolated Docker container."
|
| 9 |
+
requires-python = ">=3.10"
|
| 10 |
+
dependencies = [
|
| 11 |
+
"openenv-core[core]>=0.2.1",
|
| 12 |
+
"openai>=1.0.0",
|
| 13 |
+
]
|
| 14 |
+
|
| 15 |
+
[project.scripts]
|
| 16 |
+
# This line fixes the "Missing [project.scripts]" error
|
| 17 |
+
server = "devops_sandbox.server.app:main"
|
| 18 |
+
|
| 19 |
+
[tool.setuptools]
|
| 20 |
+
include-package-data = true
|
| 21 |
+
packages = ["devops_sandbox", "devops_sandbox.server"]
|
| 22 |
+
package-dir = { "devops_sandbox" = ".", "devops_sandbox.server" = "server" }
|
server/__init__.py
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Copyright (c) Meta Platforms, Inc. and affiliates.
|
| 2 |
+
# All rights reserved.
|
| 3 |
+
#
|
| 4 |
+
# This source code is licensed under the BSD-style license found in the
|
| 5 |
+
# LICENSE file in the root directory of this source tree.
|
| 6 |
+
|
| 7 |
+
"""Self-Healing DevOps Sandbox environment server components."""
|
| 8 |
+
|
| 9 |
+
from .devops_sandbox_environment import DevOpsSandbox
|
| 10 |
+
|
| 11 |
+
__all__ = ["DevOpsSandbox"]
|
server/app.py
ADDED
|
@@ -0,0 +1,59 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Copyright (c) Meta Platforms, Inc. and affiliates.
|
| 2 |
+
# All rights reserved.
|
| 3 |
+
#
|
| 4 |
+
# This source code is licensed under the BSD-style license found in the
|
| 5 |
+
# LICENSE file in the root directory of this source tree.
|
| 6 |
+
|
| 7 |
+
"""
|
| 8 |
+
FastAPI application for the Self-Healing DevOps Sandbox Environment.
|
| 9 |
+
|
| 10 |
+
Endpoints:
|
| 11 |
+
- POST /reset: Reset the environment (build & start container)
|
| 12 |
+
- POST /step: Execute a bash command inside the container
|
| 13 |
+
- GET /state: Get current environment state
|
| 14 |
+
- GET /schema: Get action/observation schemas
|
| 15 |
+
- WS /ws: WebSocket endpoint for persistent sessions
|
| 16 |
+
|
| 17 |
+
Usage:
|
| 18 |
+
uvicorn server.app:app --reload --host 0.0.0.0 --port 8000
|
| 19 |
+
"""
|
| 20 |
+
|
| 21 |
+
try:
|
| 22 |
+
from openenv.core.env_server.http_server import create_app
|
| 23 |
+
except Exception as e: # pragma: no cover
|
| 24 |
+
raise ImportError(
|
| 25 |
+
"openenv is required. Install with:\n uv sync\n"
|
| 26 |
+
) from e
|
| 27 |
+
|
| 28 |
+
try:
|
| 29 |
+
from ..models import BashAction, TerminalObservation
|
| 30 |
+
from .devops_sandbox_environment import DevOpsSandbox
|
| 31 |
+
except (ImportError, ModuleNotFoundError):
|
| 32 |
+
from models import BashAction, TerminalObservation
|
| 33 |
+
from server.devops_sandbox_environment import DevOpsSandbox
|
| 34 |
+
|
| 35 |
+
|
| 36 |
+
# Create the app — DevOpsSandbox is passed as a class (factory mode)
|
| 37 |
+
app = create_app(
|
| 38 |
+
DevOpsSandbox,
|
| 39 |
+
BashAction,
|
| 40 |
+
TerminalObservation,
|
| 41 |
+
env_name="devops_sandbox",
|
| 42 |
+
max_concurrent_envs=1,
|
| 43 |
+
)
|
| 44 |
+
|
| 45 |
+
|
| 46 |
+
def main(host: str = "0.0.0.0", port: int = 8000):
|
| 47 |
+
"""
|
| 48 |
+
Entry point for direct execution.
|
| 49 |
+
|
| 50 |
+
uv run --project . server
|
| 51 |
+
python -m devops_sandbox.server.app
|
| 52 |
+
"""
|
| 53 |
+
import uvicorn
|
| 54 |
+
|
| 55 |
+
uvicorn.run(app, host=host, port=port)
|
| 56 |
+
|
| 57 |
+
|
| 58 |
+
if __name__ == "__main__":
|
| 59 |
+
main()
|
server/devops_sandbox_environment.py
ADDED
|
@@ -0,0 +1,450 @@
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|
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|
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|
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|
|
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|
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|
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|
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|
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|
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|
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|
|
|
|
|
|
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|
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|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Copyright (c) Meta Platforms, Inc. and affiliates.
|
| 2 |
+
# All rights reserved.
|
| 3 |
+
#
|
| 4 |
+
# This source code is licensed under the BSD-style license found in the
|
| 5 |
+
# LICENSE file in the root directory of this source tree.
|
| 6 |
+
|
| 7 |
+
"""
|
| 8 |
+
Self-Healing DevOps Sandbox — Environment Implementation.
|
| 9 |
+
|
| 10 |
+
Spins up an isolated Docker container with a broken Node.js backend.
|
| 11 |
+
The RL agent executes bash commands to diagnose and fix 3 bugs.
|
| 12 |
+
A programmatic grader awards partial credit (0.0 → 1.0) after every step.
|
| 13 |
+
"""
|
| 14 |
+
|
| 15 |
+
import logging
|
| 16 |
+
import os
|
| 17 |
+
import subprocess
|
| 18 |
+
import time
|
| 19 |
+
from pathlib import Path
|
| 20 |
+
from typing import Any, Optional
|
| 21 |
+
from uuid import uuid4
|
| 22 |
+
|
| 23 |
+
from openenv.core.env_server.interfaces import Environment
|
| 24 |
+
from openenv.core.env_server.types import State
|
| 25 |
+
|
| 26 |
+
try:
|
| 27 |
+
from ..models import BashAction, TerminalObservation
|
| 28 |
+
except ImportError:
|
| 29 |
+
from models import BashAction, TerminalObservation
|
| 30 |
+
|
| 31 |
+
logger = logging.getLogger(__name__)
|
| 32 |
+
|
| 33 |
+
# ---------------------------------------------------------------------------
|
| 34 |
+
# Constants
|
| 35 |
+
# ---------------------------------------------------------------------------
|
| 36 |
+
CONTAINER_NAME_PREFIX = "devops_sandbox_"
|
| 37 |
+
IMAGE_NAME = "devops-sandbox-node:latest"
|
| 38 |
+
EXPECTED_PORT = 3000 # The port the fixed app should listen on
|
| 39 |
+
MAX_STEPS = 50 # Episode budget
|
| 40 |
+
SIMULATED_APP_DIR = Path(__file__).resolve().parent.parent / "simulated_app"
|
| 41 |
+
|
| 42 |
+
|
| 43 |
+
class DevOpsSandbox(Environment):
|
| 44 |
+
"""
|
| 45 |
+
RL environment: fix a broken Node.js backend inside a Docker container.
|
| 46 |
+
|
| 47 |
+
reset() → build image (if needed) + start container + return initial obs
|
| 48 |
+
step() → docker exec the agent's command + run grader → obs + reward
|
| 49 |
+
close() → tear down container
|
| 50 |
+
"""
|
| 51 |
+
|
| 52 |
+
SUPPORTS_CONCURRENT_SESSIONS: bool = False
|
| 53 |
+
|
| 54 |
+
# ------------------------------------------------------------------
|
| 55 |
+
# Lifecycle
|
| 56 |
+
# ------------------------------------------------------------------
|
| 57 |
+
def __init__(self):
|
| 58 |
+
super().__init__()
|
| 59 |
+
self._state = State(episode_id=str(uuid4()), step_count=0)
|
| 60 |
+
self._container_name: Optional[str] = None
|
| 61 |
+
self._container_running: bool = False
|
| 62 |
+
self._current_dir: str = "/app"
|
| 63 |
+
self._last_score: float = 0.0
|
| 64 |
+
|
| 65 |
+
# ------------------------------------------------------------------
|
| 66 |
+
# reset
|
| 67 |
+
# ------------------------------------------------------------------
|
| 68 |
+
def reset(
|
| 69 |
+
self,
|
| 70 |
+
seed: Optional[int] = None,
|
| 71 |
+
episode_id: Optional[str] = None,
|
| 72 |
+
**kwargs: Any,
|
| 73 |
+
) -> TerminalObservation:
|
| 74 |
+
"""Build the Docker image, start the container, return the task prompt."""
|
| 75 |
+
# Cleanup previous episode
|
| 76 |
+
self._cleanup_container()
|
| 77 |
+
|
| 78 |
+
# New episode
|
| 79 |
+
eid = episode_id or str(uuid4())
|
| 80 |
+
self._state = State(episode_id=eid, step_count=0)
|
| 81 |
+
self._last_score = 0.0
|
| 82 |
+
self._current_dir = "/app"
|
| 83 |
+
|
| 84 |
+
# Build image (idempotent — Docker caches layers)
|
| 85 |
+
self._build_image()
|
| 86 |
+
|
| 87 |
+
# Start container
|
| 88 |
+
self._container_name = f"{CONTAINER_NAME_PREFIX}{eid[:8]}"
|
| 89 |
+
self._start_container()
|
| 90 |
+
|
| 91 |
+
# Inject the grader script into the container
|
| 92 |
+
self._inject_grader_script()
|
| 93 |
+
|
| 94 |
+
# Gather initial observation
|
| 95 |
+
init_stdout = self._docker_exec("ls -la /app && echo '---' && cat /app/config.json")
|
| 96 |
+
|
| 97 |
+
task_prompt = (
|
| 98 |
+
"=== SELF-HEALING DEVOPS SANDBOX ===\n"
|
| 99 |
+
"You have been dropped into a Docker container with a broken Node.js "
|
| 100 |
+
"Express backend in /app.\n\n"
|
| 101 |
+
"YOUR MISSION: Diagnose and fix ALL bugs so that:\n"
|
| 102 |
+
" 1. The app starts without errors on port 3000\n"
|
| 103 |
+
" 2. GET /health returns HTTP 200\n"
|
| 104 |
+
" 3. GET /api/users returns HTTP 200 with valid JSON\n"
|
| 105 |
+
" 4. GET /api/data returns HTTP 200 with valid JSON\n\n"
|
| 106 |
+
"HINTS:\n"
|
| 107 |
+
" - Check config files for wrong settings\n"
|
| 108 |
+
" - Look for syntax errors that prevent startup\n"
|
| 109 |
+
" - Watch out for async/await issues\n\n"
|
| 110 |
+
"Use bash commands to explore, edit files, and test.\n"
|
| 111 |
+
"When you think you've fixed everything, run: npm start\n\n"
|
| 112 |
+
"--- INITIAL DIRECTORY LISTING ---\n"
|
| 113 |
+
f"{init_stdout}\n"
|
| 114 |
+
)
|
| 115 |
+
|
| 116 |
+
return TerminalObservation(
|
| 117 |
+
stdout=task_prompt,
|
| 118 |
+
stderr="",
|
| 119 |
+
current_dir=self._current_dir,
|
| 120 |
+
task_id="devops_sandbox",
|
| 121 |
+
grader_score=0.0,
|
| 122 |
+
grader_feedback="Episode started. Fix the bugs!",
|
| 123 |
+
done=False,
|
| 124 |
+
reward=0.0,
|
| 125 |
+
)
|
| 126 |
+
|
| 127 |
+
# ------------------------------------------------------------------
|
| 128 |
+
# step
|
| 129 |
+
# ------------------------------------------------------------------
|
| 130 |
+
def step(
|
| 131 |
+
self,
|
| 132 |
+
action: BashAction, # type: ignore[override]
|
| 133 |
+
timeout_s: Optional[float] = None,
|
| 134 |
+
**kwargs: Any,
|
| 135 |
+
) -> TerminalObservation:
|
| 136 |
+
"""Execute the agent's bash command, run grader, return observation."""
|
| 137 |
+
self._state.step_count += 1
|
| 138 |
+
|
| 139 |
+
if not self._container_running:
|
| 140 |
+
return TerminalObservation(
|
| 141 |
+
stdout="",
|
| 142 |
+
stderr="ERROR: Container is not running. Call reset() first.",
|
| 143 |
+
current_dir=self._current_dir,
|
| 144 |
+
task_id="devops_sandbox",
|
| 145 |
+
grader_score=0.0,
|
| 146 |
+
grader_feedback="Container not running.",
|
| 147 |
+
done=True,
|
| 148 |
+
reward=0.0,
|
| 149 |
+
)
|
| 150 |
+
|
| 151 |
+
# Execute the command
|
| 152 |
+
command = action.command.strip()
|
| 153 |
+
if not command:
|
| 154 |
+
return TerminalObservation(
|
| 155 |
+
stdout="",
|
| 156 |
+
stderr="Empty command. Please provide a bash command.",
|
| 157 |
+
current_dir=self._current_dir,
|
| 158 |
+
task_id="devops_sandbox",
|
| 159 |
+
grader_score=self._last_score,
|
| 160 |
+
grader_feedback="No command executed.",
|
| 161 |
+
done=False,
|
| 162 |
+
reward=self._last_score,
|
| 163 |
+
)
|
| 164 |
+
|
| 165 |
+
try:
|
| 166 |
+
timeout = timeout_s or 30.0
|
| 167 |
+
stdout, stderr = self._docker_exec_split(command, timeout=timeout)
|
| 168 |
+
except Exception as e:
|
| 169 |
+
stdout, stderr = "", f"Command execution error: {e}"
|
| 170 |
+
|
| 171 |
+
# Run the grader
|
| 172 |
+
score, feedback = self._grade()
|
| 173 |
+
self._last_score = score
|
| 174 |
+
|
| 175 |
+
episode_done = (score >= 1.0) or (self._state.step_count >= MAX_STEPS)
|
| 176 |
+
|
| 177 |
+
return TerminalObservation(
|
| 178 |
+
stdout=stdout,
|
| 179 |
+
stderr=stderr,
|
| 180 |
+
current_dir=self._current_dir,
|
| 181 |
+
task_id="devops_sandbox",
|
| 182 |
+
grader_score=score,
|
| 183 |
+
grader_feedback=feedback,
|
| 184 |
+
done=episode_done,
|
| 185 |
+
reward=score,
|
| 186 |
+
)
|
| 187 |
+
|
| 188 |
+
# ------------------------------------------------------------------
|
| 189 |
+
# state
|
| 190 |
+
# ------------------------------------------------------------------
|
| 191 |
+
@property
|
| 192 |
+
def state(self) -> State:
|
| 193 |
+
return self._state
|
| 194 |
+
|
| 195 |
+
# ------------------------------------------------------------------
|
| 196 |
+
# close
|
| 197 |
+
# ------------------------------------------------------------------
|
| 198 |
+
def close(self) -> None:
|
| 199 |
+
self._cleanup_container()
|
| 200 |
+
|
| 201 |
+
# ==================================================================
|
| 202 |
+
# GRADER — partial reward (0.0 → 1.0)
|
| 203 |
+
# The grader script is injected as a file into the container at
|
| 204 |
+
# reset() time, then executed via `bash /tmp/grader.sh` to avoid
|
| 205 |
+
# Windows subprocess escaping issues with complex bash scripts.
|
| 206 |
+
# ==================================================================
|
| 207 |
+
def _inject_grader_script(self) -> None:
|
| 208 |
+
"""Write the grader bash script into the container as /tmp/grader.sh."""
|
| 209 |
+
# Use a heredoc via docker exec to write the file
|
| 210 |
+
# We write it line-by-line to avoid any escaping issues
|
| 211 |
+
lines = [
|
| 212 |
+
'#!/bin/bash',
|
| 213 |
+
'set -m',
|
| 214 |
+
'',
|
| 215 |
+
'pkill -f "node server.js" 2>/dev/null',
|
| 216 |
+
'sleep 0.5',
|
| 217 |
+
'',
|
| 218 |
+
'cd /app',
|
| 219 |
+
'node server.js > /tmp/node.log 2>&1 &',
|
| 220 |
+
'NODE_PID=$!',
|
| 221 |
+
'',
|
| 222 |
+
'for i in 1 2 3 4; do',
|
| 223 |
+
' sleep 1',
|
| 224 |
+
' if curl -s http://localhost:3000/health > /dev/null 2>&1; then',
|
| 225 |
+
' break',
|
| 226 |
+
' fi',
|
| 227 |
+
'done',
|
| 228 |
+
'',
|
| 229 |
+
'STARTUP_LOG=$(cat /tmp/node.log 2>/dev/null)',
|
| 230 |
+
'',
|
| 231 |
+
"HEALTH_CODE=$(curl -s -o /tmp/health.json -w '%{http_code}' http://localhost:3000/health 2>/dev/null)",
|
| 232 |
+
"USERS_CODE=$(curl -s -o /tmp/users.json -w '%{http_code}' http://localhost:3000/api/users 2>/dev/null)",
|
| 233 |
+
"DATA_CODE=$(curl -s -o /tmp/data.json -w '%{http_code}' http://localhost:3000/api/data 2>/dev/null)",
|
| 234 |
+
'USERS_BODY=$(cat /tmp/users.json 2>/dev/null)',
|
| 235 |
+
'DATA_BODY=$(cat /tmp/data.json 2>/dev/null)',
|
| 236 |
+
'',
|
| 237 |
+
'kill $NODE_PID 2>/dev/null',
|
| 238 |
+
'wait $NODE_PID 2>/dev/null',
|
| 239 |
+
'',
|
| 240 |
+
'echo "GRADER_STARTUP_LOG:${STARTUP_LOG}"',
|
| 241 |
+
'echo "GRADER_HEALTH_CODE:${HEALTH_CODE}"',
|
| 242 |
+
'echo "GRADER_USERS_CODE:${USERS_CODE}"',
|
| 243 |
+
'echo "GRADER_DATA_CODE:${DATA_CODE}"',
|
| 244 |
+
'echo "GRADER_USERS_BODY:${USERS_BODY}"',
|
| 245 |
+
'echo "GRADER_DATA_BODY:${DATA_BODY}"',
|
| 246 |
+
]
|
| 247 |
+
script_content = '\n'.join(lines) + '\n'
|
| 248 |
+
|
| 249 |
+
# Write via docker cp using a temp file on the host
|
| 250 |
+
import tempfile
|
| 251 |
+
with tempfile.NamedTemporaryFile(
|
| 252 |
+
mode='w', suffix='.sh', delete=False, newline='\n'
|
| 253 |
+
) as f:
|
| 254 |
+
f.write(script_content)
|
| 255 |
+
tmp_path = f.name
|
| 256 |
+
|
| 257 |
+
try:
|
| 258 |
+
subprocess.run(
|
| 259 |
+
["docker", "cp", tmp_path, f"{self._container_name}:/tmp/grader.sh"],
|
| 260 |
+
check=True,
|
| 261 |
+
capture_output=True,
|
| 262 |
+
timeout=10,
|
| 263 |
+
)
|
| 264 |
+
self._docker_exec("chmod +x /tmp/grader.sh")
|
| 265 |
+
finally:
|
| 266 |
+
os.unlink(tmp_path)
|
| 267 |
+
|
| 268 |
+
def _grade(self) -> tuple:
|
| 269 |
+
"""
|
| 270 |
+
Run the grader script inside the container.
|
| 271 |
+
Returns (score: float, feedback: str).
|
| 272 |
+
"""
|
| 273 |
+
score = 0.0
|
| 274 |
+
feedback_parts = []
|
| 275 |
+
|
| 276 |
+
try:
|
| 277 |
+
raw = self._docker_exec("bash /tmp/grader.sh", timeout=20.0)
|
| 278 |
+
|
| 279 |
+
# Parse structured output
|
| 280 |
+
results = {}
|
| 281 |
+
for line in raw.splitlines():
|
| 282 |
+
if line.startswith("GRADER_"):
|
| 283 |
+
key, _, value = line.partition(":")
|
| 284 |
+
results[key] = value.strip()
|
| 285 |
+
|
| 286 |
+
startup_log = results.get("GRADER_STARTUP_LOG", "")
|
| 287 |
+
health_code = results.get("GRADER_HEALTH_CODE", "000")
|
| 288 |
+
users_code = results.get("GRADER_USERS_CODE", "000")
|
| 289 |
+
data_code = results.get("GRADER_DATA_CODE", "000")
|
| 290 |
+
users_body = results.get("GRADER_USERS_BODY", "")
|
| 291 |
+
data_body = results.get("GRADER_DATA_BODY", "")
|
| 292 |
+
|
| 293 |
+
# --- Check 1: App starts on correct port ---
|
| 294 |
+
has_syntax_error = "SyntaxError" in startup_log
|
| 295 |
+
has_crash = (has_syntax_error
|
| 296 |
+
or "Cannot find module" in startup_log
|
| 297 |
+
or "ReferenceError" in startup_log)
|
| 298 |
+
app_listening = f"Server running on port {EXPECTED_PORT}" in startup_log
|
| 299 |
+
|
| 300 |
+
if has_crash and not app_listening:
|
| 301 |
+
feedback_parts.append(f"✗ App crashes on startup")
|
| 302 |
+
if has_syntax_error:
|
| 303 |
+
feedback_parts.append("(SyntaxError detected)")
|
| 304 |
+
return (score, " | ".join(feedback_parts))
|
| 305 |
+
|
| 306 |
+
if app_listening:
|
| 307 |
+
score += 0.35
|
| 308 |
+
feedback_parts.append("✓ App starts on port 3000 (+0.35)")
|
| 309 |
+
else:
|
| 310 |
+
feedback_parts.append("✗ App not listening on port 3000")
|
| 311 |
+
return (score, " | ".join(feedback_parts))
|
| 312 |
+
|
| 313 |
+
# --- Check 2: /health ---
|
| 314 |
+
if health_code == "200":
|
| 315 |
+
score += 0.10
|
| 316 |
+
feedback_parts.append("✓ /health returns 200 (+0.10)")
|
| 317 |
+
else:
|
| 318 |
+
feedback_parts.append(f"✗ /health returned {health_code}")
|
| 319 |
+
|
| 320 |
+
# --- Check 3: /api/users ---
|
| 321 |
+
if users_code == "200":
|
| 322 |
+
if '"users"' in users_body:
|
| 323 |
+
score += 0.15
|
| 324 |
+
feedback_parts.append("✓ /api/users returns valid JSON (+0.15)")
|
| 325 |
+
else:
|
| 326 |
+
score += 0.05
|
| 327 |
+
feedback_parts.append("~ /api/users 200 but bad body (+0.05)")
|
| 328 |
+
else:
|
| 329 |
+
feedback_parts.append(f"✗ /api/users returned {users_code}")
|
| 330 |
+
|
| 331 |
+
# --- Check 4: /api/data ---
|
| 332 |
+
if data_code == "200":
|
| 333 |
+
if '"records"' in data_body:
|
| 334 |
+
score += 0.25
|
| 335 |
+
feedback_parts.append("✓ /api/data returns valid JSON (+0.25)")
|
| 336 |
+
else:
|
| 337 |
+
score += 0.05
|
| 338 |
+
feedback_parts.append("~ /api/data 200 but bad body (+0.05)")
|
| 339 |
+
else:
|
| 340 |
+
feedback_parts.append(f"✗ /api/data returned {data_code}")
|
| 341 |
+
|
| 342 |
+
# --- Check 5: all endpoints correct ---
|
| 343 |
+
if score >= 0.85:
|
| 344 |
+
score = min(score + 0.15, 1.0)
|
| 345 |
+
feedback_parts.append("✓ All endpoints healthy — FULL SCORE (+0.15)")
|
| 346 |
+
|
| 347 |
+
except Exception as exc:
|
| 348 |
+
logger.exception("Grader error")
|
| 349 |
+
feedback_parts.append(f"Grader error (score preserved): {exc}")
|
| 350 |
+
|
| 351 |
+
score = round(min(max(score, 0.0), 1.0), 2)
|
| 352 |
+
return (score, " | ".join(feedback_parts))
|
| 353 |
+
|
| 354 |
+
# ==================================================================
|
| 355 |
+
# DOCKER HELPERS
|
| 356 |
+
# ==================================================================
|
| 357 |
+
def _build_image(self) -> None:
|
| 358 |
+
"""Build the sandbox Docker image from simulated_app/."""
|
| 359 |
+
try:
|
| 360 |
+
logger.info("Building Docker image %s …", IMAGE_NAME)
|
| 361 |
+
subprocess.run(
|
| 362 |
+
["docker", "build", "-t", IMAGE_NAME, "."],
|
| 363 |
+
cwd=str(SIMULATED_APP_DIR),
|
| 364 |
+
check=True,
|
| 365 |
+
capture_output=True,
|
| 366 |
+
timeout=120,
|
| 367 |
+
)
|
| 368 |
+
logger.info("Docker image built successfully.")
|
| 369 |
+
except subprocess.CalledProcessError as e:
|
| 370 |
+
logger.error("Docker build failed: %s", e.stderr.decode(errors="replace"))
|
| 371 |
+
raise RuntimeError(f"Docker build failed: {e.stderr.decode(errors='replace')}") from e
|
| 372 |
+
except FileNotFoundError:
|
| 373 |
+
raise RuntimeError(
|
| 374 |
+
"Docker CLI not found. Ensure Docker is installed and on PATH."
|
| 375 |
+
)
|
| 376 |
+
|
| 377 |
+
def _start_container(self) -> None:
|
| 378 |
+
"""Run the sandbox container in detached mode."""
|
| 379 |
+
try:
|
| 380 |
+
# Remove stale container with same name
|
| 381 |
+
subprocess.run(
|
| 382 |
+
["docker", "rm", "-f", self._container_name],
|
| 383 |
+
capture_output=True,
|
| 384 |
+
timeout=10,
|
| 385 |
+
)
|
| 386 |
+
subprocess.run(
|
| 387 |
+
[
|
| 388 |
+
"docker", "run", "-d",
|
| 389 |
+
"--init",
|
| 390 |
+
"--name", self._container_name,
|
| 391 |
+
IMAGE_NAME,
|
| 392 |
+
],
|
| 393 |
+
check=True,
|
| 394 |
+
capture_output=True,
|
| 395 |
+
timeout=30,
|
| 396 |
+
)
|
| 397 |
+
self._container_running = True
|
| 398 |
+
logger.info("Container %s started.", self._container_name)
|
| 399 |
+
except subprocess.CalledProcessError as e:
|
| 400 |
+
raise RuntimeError(
|
| 401 |
+
f"Failed to start container: {e.stderr.decode(errors='replace')}"
|
| 402 |
+
) from e
|
| 403 |
+
|
| 404 |
+
def _docker_exec(self, cmd: str, timeout: float = 30.0) -> str:
|
| 405 |
+
"""Execute a command inside the running container and return combined output."""
|
| 406 |
+
try:
|
| 407 |
+
result = subprocess.run(
|
| 408 |
+
["docker", "exec", self._container_name, "bash", "-c", cmd],
|
| 409 |
+
capture_output=True,
|
| 410 |
+
timeout=timeout,
|
| 411 |
+
)
|
| 412 |
+
out = result.stdout.decode(errors="replace")
|
| 413 |
+
err = result.stderr.decode(errors="replace")
|
| 414 |
+
return (out + err).strip()
|
| 415 |
+
except subprocess.TimeoutExpired:
|
| 416 |
+
return "[command timed out]"
|
| 417 |
+
except Exception as e:
|
| 418 |
+
return f"[docker exec error: {e}]"
|
| 419 |
+
|
| 420 |
+
def _docker_exec_split(self, cmd: str, timeout: float = 30.0) -> tuple:
|
| 421 |
+
"""Execute command; return (stdout, stderr) separately."""
|
| 422 |
+
try:
|
| 423 |
+
result = subprocess.run(
|
| 424 |
+
["docker", "exec", self._container_name, "bash", "-c", cmd],
|
| 425 |
+
capture_output=True,
|
| 426 |
+
timeout=timeout,
|
| 427 |
+
)
|
| 428 |
+
return (
|
| 429 |
+
result.stdout.decode(errors="replace"),
|
| 430 |
+
result.stderr.decode(errors="replace"),
|
| 431 |
+
)
|
| 432 |
+
except subprocess.TimeoutExpired:
|
| 433 |
+
return ("", "[command timed out]")
|
| 434 |
+
except Exception as e:
|
| 435 |
+
return ("", f"[docker exec error: {e}]")
|
| 436 |
+
|
| 437 |
+
def _cleanup_container(self) -> None:
|
| 438 |
+
"""Stop and remove the container if it exists."""
|
| 439 |
+
if self._container_name:
|
| 440 |
+
try:
|
| 441 |
+
subprocess.run(
|
| 442 |
+
["docker", "rm", "-f", self._container_name],
|
| 443 |
+
capture_output=True,
|
| 444 |
+
timeout=15,
|
| 445 |
+
)
|
| 446 |
+
logger.info("Container %s removed.", self._container_name)
|
| 447 |
+
except Exception:
|
| 448 |
+
pass
|
| 449 |
+
self._container_running = False
|
| 450 |
+
self._container_name = None
|
server/requirements.txt
ADDED
|
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
openenv[core]>=0.2.0
|
| 2 |
+
fastapi>=0.115.0
|
| 3 |
+
uvicorn>=0.24.0
|
| 4 |
+
|
| 5 |
+
|
| 6 |
+
|
simulated_app/Dockerfile
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Lightweight Node.js image for the DevOps Sandbox
|
| 2 |
+
FROM node:20-slim
|
| 3 |
+
|
| 4 |
+
# Install bash, git, curl, and common debugging tools
|
| 5 |
+
RUN apt-get update && \
|
| 6 |
+
apt-get install -y --no-install-recommends \
|
| 7 |
+
bash \
|
| 8 |
+
git \
|
| 9 |
+
curl \
|
| 10 |
+
procps \
|
| 11 |
+
sed \
|
| 12 |
+
grep \
|
| 13 |
+
&& rm -rf /var/lib/apt/lists/*
|
| 14 |
+
|
| 15 |
+
# Set working directory
|
| 16 |
+
WORKDIR /app
|
| 17 |
+
|
| 18 |
+
# Copy the buggy application
|
| 19 |
+
COPY package.json /app/package.json
|
| 20 |
+
RUN npm install --production 2>/dev/null || true
|
| 21 |
+
|
| 22 |
+
COPY . /app
|
| 23 |
+
|
| 24 |
+
# The container stays alive so the agent can interact via `docker exec`
|
| 25 |
+
# The agent is responsible for starting/restarting the Node app.
|
| 26 |
+
CMD ["tail", "-f", "/dev/null"]
|
simulated_app/config.json
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"port": 9999,
|
| 3 |
+
"appName": "DevOps Sandbox App",
|
| 4 |
+
"version": "1.0.0"
|
| 5 |
+
}
|
simulated_app/package.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"name": "devops-sandbox-app",
|
| 3 |
+
"version": "1.0.0",
|
| 4 |
+
"description": "A simple Express.js backend for the DevOps Sandbox environment",
|
| 5 |
+
"main": "server.js",
|
| 6 |
+
"scripts": {
|
| 7 |
+
"start": "node server.js"
|
| 8 |
+
},
|
| 9 |
+
"dependencies": {
|
| 10 |
+
"express": "^4.18.2"
|
| 11 |
+
}
|
| 12 |
+
}
|
simulated_app/routes/data.js
ADDED
|
@@ -0,0 +1,37 @@
|
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|
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|
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|
|
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|
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|
|
|
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|
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|
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|
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|
|
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|
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|
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|
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|
|
|
| 1 |
+
const express = require('express');
|
| 2 |
+
const router = express.Router();
|
| 3 |
+
|
| 4 |
+
// Simulates fetching data from a database
|
| 5 |
+
function fetchDataFromDB() {
|
| 6 |
+
return new Promise((resolve) => {
|
| 7 |
+
setTimeout(() => {
|
| 8 |
+
resolve({
|
| 9 |
+
records: [
|
| 10 |
+
{ id: 1, value: 'sensor_alpha', reading: 42.5 },
|
| 11 |
+
{ id: 2, value: 'sensor_beta', reading: 17.3 },
|
| 12 |
+
{ id: 3, value: 'sensor_gamma', reading: 88.1 }
|
| 13 |
+
],
|
| 14 |
+
timestamp: new Date().toISOString()
|
| 15 |
+
});
|
| 16 |
+
}, 100);
|
| 17 |
+
});
|
| 18 |
+
}
|
| 19 |
+
|
| 20 |
+
// BUG 3 (Hard): The handler is marked async but does NOT await the Promise.
|
| 21 |
+
// This means `result` will be a pending Promise object, not the resolved data.
|
| 22 |
+
// Express will try to serialize the Promise, resulting in an empty/broken response
|
| 23 |
+
// or a 500 error when the client expects valid JSON.
|
| 24 |
+
|
| 25 |
+
router.get('/', async (req, res) => {
|
| 26 |
+
try {
|
| 27 |
+
const result = fetchDataFromDB();
|
| 28 |
+
if (!result || !result.records) {
|
| 29 |
+
return res.status(500).json({ error: 'Failed to fetch data' });
|
| 30 |
+
}
|
| 31 |
+
res.json(result);
|
| 32 |
+
} catch (err) {
|
| 33 |
+
res.status(500).json({ error: 'Internal server error' });
|
| 34 |
+
}
|
| 35 |
+
});
|
| 36 |
+
|
| 37 |
+
module.exports = router;
|
simulated_app/routes/users.js
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
const express = require('express');
|
| 2 |
+
const router = express.Router();
|
| 3 |
+
|
| 4 |
+
// BUG 2 (Medium): There is a syntax error below.
|
| 5 |
+
// The closing parenthesis for router.get() is missing,
|
| 6 |
+
// which will cause Node.js to crash on startup with a SyntaxError.
|
| 7 |
+
|
| 8 |
+
const users = [
|
| 9 |
+
{ id: 1, name: 'Alice', email: 'alice@example.com' },
|
| 10 |
+
{ id: 2, name: 'Bob', email: 'bob@example.com' },
|
| 11 |
+
{ id: 3, name: 'Charlie', email: 'charlie@example.com' }
|
| 12 |
+
];
|
| 13 |
+
|
| 14 |
+
router.get('/', (req, res) => {
|
| 15 |
+
res.json({ users: users });
|
| 16 |
+
};
|
| 17 |
+
|
| 18 |
+
module.exports = router;
|
simulated_app/server.js
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
const express = require('express');
|
| 2 |
+
const config = require('./config.json');
|
| 3 |
+
|
| 4 |
+
const app = express();
|
| 5 |
+
app.use(express.json());
|
| 6 |
+
|
| 7 |
+
// Health check endpoint
|
| 8 |
+
app.get('/health', (req, res) => {
|
| 9 |
+
res.json({ status: 'ok', uptime: process.uptime() });
|
| 10 |
+
});
|
| 11 |
+
|
| 12 |
+
// Mount route modules
|
| 13 |
+
const usersRouter = require('./routes/users');
|
| 14 |
+
const dataRouter = require('./routes/data');
|
| 15 |
+
|
| 16 |
+
app.use('/api/users', usersRouter);
|
| 17 |
+
app.use('/api/data', dataRouter);
|
| 18 |
+
|
| 19 |
+
// Start server on the port from config
|
| 20 |
+
const PORT = config.port;
|
| 21 |
+
app.listen(PORT, '0.0.0.0', () => {
|
| 22 |
+
console.log(`Server running on port ${PORT}`);
|
| 23 |
+
});
|
uv.lock
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
validation_output.txt
ADDED
|
Binary file (110 Bytes). View file
|
|
|