36 lines
756 B
Python
36 lines
756 B
Python
# __serve_example_begin__
|
|
import time
|
|
from ray import serve
|
|
from typing import Any
|
|
|
|
@serve.deployment(num_replicas=3)
|
|
class TextProcessor:
|
|
"""A simple text processing deployment that can be scaled externally."""
|
|
def __init__(self):
|
|
self.request_count = 0
|
|
|
|
def __call__(self, text: Any) -> dict:
|
|
# Simulate text processing work
|
|
time.sleep(0.1)
|
|
self.request_count += 1
|
|
return {
|
|
"request_count": self.request_count,
|
|
}
|
|
|
|
|
|
app = TextProcessor.bind()
|
|
# __serve_example_end__
|
|
|
|
def main():
|
|
import requests
|
|
|
|
serve.run(app)
|
|
|
|
# Test the deployment
|
|
resp = requests.post(
|
|
"http://localhost:8000/",
|
|
json="hello world"
|
|
)
|
|
print(f"Response: {resp.json()}")
|
|
|