Mooncake/docs/source/getting_started/quick-start.md

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# Quick Start
This document describes how to quickly start using Mooncake Transfer Engine and Mooncake Store.
## Installation
Install the Mooncake Transfer Engine package from PyPI, which includes both Mooncake Transfer Engine and Mooncake Store Python bindings:
**For CUDA-enabled systems:**
```bash
pip install mooncake-transfer-engine
```
📦 **Package Details**: [https://pypi.org/project/mooncake-transfer-engine/](https://pypi.org/project/mooncake-transfer-engine/)
**For non-CUDA systems:**
```bash
pip install mooncake-transfer-engine-non-cuda
```
📦 **Package Details**: [https://pypi.org/project/mooncake-transfer-engine-non-cuda/](https://pypi.org/project/mooncake-transfer-engine-non-cuda/)
> **Note**: The CUDA version includes Mooncake-EP and GPU topology detection, requiring CUDA 12.1+. The non-CUDA version is for environments without CUDA dependencies.
## Transfer Engine Quick Start
### Start Transfer Engine Receiver (Server)
```python
import numpy as np
import zmq
from mooncake.engine import TransferEngine
def main():
# Initialize ZMQ context and socket
context = zmq.Context()
socket = context.socket(zmq.PUSH)
socket.bind("tcp://*:5555") # Bind to port 5555 for buffer info
HOSTNAME = "localhost" # localhost for simple demo
METADATA_SERVER = "P2PHANDSHAKE" # [ETCD_SERVER_URL, P2PHANDSHAKE, ...]
PROTOCOL = "tcp" # [rdma, tcp, ...]
DEVICE_NAME = "" # auto discovery if empty
# Initialize server engine
server_engine = TransferEngine()
server_engine.initialize(
HOSTNAME,
METADATA_SERVER,
PROTOCOL,
DEVICE_NAME
)
session_id = f"{HOSTNAME}:{server_engine.get_rpc_port()}"
# Allocate memory on server side (1MB buffer)
server_buffer = np.zeros(1024 * 1024, dtype=np.uint8)
server_ptr = server_buffer.ctypes.data
server_len = server_buffer.nbytes
# Register memory with Mooncake
if PROTOCOL == "rdma":
ret_value = server_engine.register_memory(server_ptr, server_len)
if ret_value != 0:
print("Mooncake memory registration failed.")
raise RuntimeError("Mooncake memory registration failed.")
print(f"Server initialized with session ID: {session_id}")
print(f"Server buffer address: {server_ptr}, length: {server_len}")
# Send buffer info to client
buffer_info = {
"session_id": session_id,
"ptr": server_ptr,
"len": server_len
}
socket.send_json(buffer_info)
print("Buffer information sent to client")
# Keep server running
try:
while True:
input("Press Ctrl+C to exit...")
except KeyboardInterrupt:
print("\nShutting down server...")
finally:
# Cleanup
if PROTOCOL == "rdma":
ret_value = server_engine.unregister_memory(server_ptr)
if ret_value != 0:
print("Mooncake memory deregistration failed.")
raise RuntimeError("Mooncake memory deregistration failed.")
socket.close()
context.term()
if __name__ == "__main__":
main()
```
### Start Transfer Engine Sender (Client)
```python
import numpy as np
import zmq
from mooncake.engine import TransferEngine
def main():
# Initialize ZMQ context and socket
context = zmq.Context()
socket = context.socket(zmq.PULL)
socket.connect(f"tcp://localhost:5555")
# Wait for buffer info from server
print("Waiting for server buffer information...")
buffer_info = socket.recv_json()
server_session_id = buffer_info["session_id"]
server_ptr = buffer_info["ptr"]
server_len = buffer_info["len"]
print(f"Received server info - Session ID: {server_session_id}")
print(f"Server buffer address: {server_ptr}, length: {server_len}")
# Initialize client engine
HOSTNAME = "localhost" # localhost for simple demo
METADATA_SERVER = "P2PHANDSHAKE" # [ETCD_SERVER_URL, P2PHANDSHAKE, ...]
PROTOCOL = "tcp" # [rdma, tcp, ...]
DEVICE_NAME = "" # auto discovery if empty
client_engine = TransferEngine()
client_engine.initialize(
HOSTNAME,
METADATA_SERVER,
PROTOCOL,
DEVICE_NAME
)
session_id = f"{HOSTNAME}:{client_engine.get_rpc_port()}"
# Allocate and initialize client buffer (1MB)
client_buffer = np.ones(1024 * 1024, dtype=np.uint8) # Fill with ones
client_ptr = client_buffer.ctypes.data
client_len = client_buffer.nbytes
# Register memory with Mooncake
ret_value = client_engine.register_memory(client_ptr, client_len)
if ret_value != 0:
print("Mooncake memory registration failed.")
raise RuntimeError("Mooncake memory registration failed.")
print(f"Client initialized with session ID: {session_id}")
# Transfer data from client to server
print("Transferring data to server...")
for _ in range(10):
ret = client_engine.transfer_sync_write(
server_session_id,
client_ptr,
server_ptr,
min(client_len, server_len) # Transfer minimum of both lengths
)
if ret >= 0:
print("Transfer successful!")
else:
print("Transfer failed!")
# Cleanup
ret_value = client_engine.unregister_memory(client_ptr)
if ret_value != 0:
print("Mooncake memory deregistration failed.")
raise RuntimeError("Mooncake memory deregistration failed.")
socket.close()
context.term()
if __name__ == "__main__":
main()
```
### More Examples and Documentation
Please refer to the [Transfer Engine Python API](../python-api-reference/transfer-engine.md) and [Transfer Engine](../design/transfer-engine/index.md) for more examples and documentation.
## Mooncake Store Quick Start
### Start Master (with HTTP enabled)
Enable the built-in HTTP metadata server when starting the master:
```bash
mooncake_master \
--enable_http_metadata_server=true \
--http_metadata_server_host=0.0.0.0 \
--http_metadata_server_port=8080
```
This exposes the metadata endpoint at `http://<host>:<port>/metadata`.
### Hello World Example
```python
from mooncake.store import MooncakeDistributedStore
# 1. Create store instance
store = MooncakeDistributedStore()
# 2. Setup with all required parameters
store.setup(
"localhost", # Your node's address
"http://localhost:8080/metadata", # HTTP metadata server
512*1024*1024, # 512MB segment size
128*1024*1024, # 128MB local buffer
"tcp", # Use TCP (RDMA for high performance)
"", # Leave empty; Mooncake auto-picks RDMA devices when needed
"localhost:50051" # Master service
)
# 3. Store data
store.put("hello_key", b"Hello, Mooncake Store!")
# 4. Retrieve data
data = store.get("hello_key")
print(data.decode()) # Output: Hello, Mooncake Store!
# 5. Clean up
store.close()
```
### More Examples and Documentation
Please refer to the [Mooncake Store Python API](../python-api-reference/mooncake-store.md), [Mooncake Store](../design/mooncake-store.md) and [Mooncake Store Deployment & Operations Guide](../deployment/mooncake-store-deployment-guide.md) for more examples and documentation.