Add serving example

TODO: - update readme
      - check if logs are adequate
This commit is contained in:
Julius Unverfehrt 2024-01-19 14:53:02 +01:00
parent 8cd1d6b283
commit 73eba97ede
3 changed files with 53 additions and 30 deletions

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@ -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
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@ -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)

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@ -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)