Add serving example
TODO: - update readme
- check if logs are adequate
This commit is contained in:
parent
8cd1d6b283
commit
73eba97ede
@ -2,13 +2,13 @@ import os
|
||||
from pathlib import Path
|
||||
from typing import Union
|
||||
|
||||
import funcy
|
||||
from dynaconf import Dynaconf, ValidationError
|
||||
from funcy import merge, lflatten
|
||||
from funcy import lflatten
|
||||
from kn_utils.logging import logger
|
||||
|
||||
|
||||
def load_settings(settings_path: Union[str, Path] = None):
|
||||
|
||||
if not settings_path:
|
||||
repo_root_path = Path(__file__).resolve().parents[2]
|
||||
settings_path = repo_root_path / "config/"
|
||||
|
||||
35
pyinfra/examples.py
Normal file
35
pyinfra/examples.py
Normal file
@ -0,0 +1,35 @@
|
||||
from dynaconf import Dynaconf
|
||||
from fastapi import FastAPI
|
||||
|
||||
from pyinfra.queue.callback import make_queue_message_callback, DataProcessor
|
||||
from pyinfra.queue.manager import QueueManager
|
||||
from pyinfra.webserver.prometheus import add_prometheus_endpoint, \
|
||||
make_prometheus_processing_time_decorator_from_settings
|
||||
from pyinfra.webserver.utils import add_health_check_endpoint, create_webserver_thread_from_settings
|
||||
|
||||
|
||||
def start_queue_consumer_with_prometheus_and_health_endpoints(process_fn: DataProcessor, settings: Dynaconf):
|
||||
"""Default serving logic for research services.
|
||||
|
||||
Supplies /health, /ready and /prometheus endpoints. The process_fn is monitored for processing time per call.
|
||||
Workload is only received via queue messages. The message contains a file path to the data to be processed, which
|
||||
gets downloaded from the storage. The data and the message are then passed to the process_fn. The process_fn should
|
||||
return a json-dump-able object. This object is then uploaded to the storage. The response message is just the
|
||||
original message.
|
||||
|
||||
Adapt as needed.
|
||||
"""
|
||||
app = FastAPI()
|
||||
|
||||
app = add_prometheus_endpoint(app)
|
||||
process_fn = make_prometheus_processing_time_decorator_from_settings(settings)(process_fn)
|
||||
|
||||
queue_manager = QueueManager(settings)
|
||||
|
||||
app = add_health_check_endpoint(app, queue_manager.is_ready)
|
||||
|
||||
webserver_thread = create_webserver_thread_from_settings(app, settings)
|
||||
webserver_thread.start()
|
||||
|
||||
callback = make_queue_message_callback(process_fn, settings)
|
||||
queue_manager.start_consuming(callback)
|
||||
@ -1,17 +1,21 @@
|
||||
import argparse
|
||||
import time
|
||||
from pathlib import Path
|
||||
from typing import Union
|
||||
|
||||
from fastapi import FastAPI
|
||||
|
||||
from pyinfra.config.loader import load_settings
|
||||
from pyinfra.queue.callback import make_queue_message_callback
|
||||
from pyinfra.queue.manager import QueueManager
|
||||
from pyinfra.webserver.prometheus import (
|
||||
make_prometheus_processing_time_decorator_from_settings,
|
||||
add_prometheus_endpoint,
|
||||
)
|
||||
from pyinfra.webserver.utils import create_webserver_thread_from_settings, add_health_check_endpoint
|
||||
from pyinfra.examples import start_queue_consumer_with_prometheus_and_health_endpoints
|
||||
|
||||
|
||||
def parse_args():
|
||||
parser = argparse.ArgumentParser()
|
||||
parser.add_argument(
|
||||
"--settings_path",
|
||||
"-s",
|
||||
type=Path,
|
||||
default=None,
|
||||
help="Path to settings file or folder. Must be a .toml file or a folder containing .toml files.",
|
||||
)
|
||||
return parser.parse_args()
|
||||
|
||||
|
||||
def processor_mock(_data: dict, _message: dict) -> dict:
|
||||
@ -19,22 +23,6 @@ def processor_mock(_data: dict, _message: dict) -> dict:
|
||||
return {"result1": "result1"}
|
||||
|
||||
|
||||
def start_serving(process_fn, settings_path: Union[str, Path] = None):
|
||||
settings = load_settings(settings_path)
|
||||
app = FastAPI()
|
||||
app = add_prometheus_endpoint(app)
|
||||
process_fn = make_prometheus_processing_time_decorator_from_settings(settings)(process_fn)
|
||||
|
||||
queue_manager = QueueManager(settings)
|
||||
|
||||
app = add_health_check_endpoint(app, queue_manager.is_ready)
|
||||
|
||||
webserver_thread = create_webserver_thread_from_settings(app, settings)
|
||||
webserver_thread.start()
|
||||
|
||||
callback = make_queue_message_callback(process_fn, settings)
|
||||
queue_manager.start_consuming(callback)
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
start_serving(processor_mock)
|
||||
settings = load_settings(parse_args().settings_path)
|
||||
start_queue_consumer_with_prometheus_and_health_endpoints(processor_mock, settings)
|
||||
|
||||
Loading…
x
Reference in New Issue
Block a user