refactor: adapt prometheus monitoring logic to work with other webservers WIP
This commit is contained in:
Julius Unverfehrt
parent
e5c8a6e9f1
commit
f31693d36a
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poetry.lock
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{file = "pydantic_core-2.14.6-cp38-none-win32.whl", hash = "sha256:dfcbebdb3c4b6f739a91769aea5ed615023f3c88cb70df812849aef634c25fbe"},
|
||||
{file = "pydantic_core-2.14.6-cp38-none-win_amd64.whl", hash = "sha256:99b14dbea2fdb563d8b5a57c9badfcd72083f6006caf8e126b491519c7d64ca8"},
|
||||
{file = "pydantic_core-2.14.6-cp39-cp39-macosx_10_7_x86_64.whl", hash = "sha256:4ce8299b481bcb68e5c82002b96e411796b844d72b3e92a3fbedfe8e19813eab"},
|
||||
{file = "pydantic_core-2.14.6-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:b9a9d92f10772d2a181b5ca339dee066ab7d1c9a34ae2421b2a52556e719756f"},
|
||||
{file = "pydantic_core-2.14.6-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fd9e98b408384989ea4ab60206b8e100d8687da18b5c813c11e92fd8212a98e0"},
|
||||
{file = "pydantic_core-2.14.6-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:4f86f1f318e56f5cbb282fe61eb84767aee743ebe32c7c0834690ebea50c0a6b"},
|
||||
{file = "pydantic_core-2.14.6-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:86ce5fcfc3accf3a07a729779d0b86c5d0309a4764c897d86c11089be61da160"},
|
||||
{file = "pydantic_core-2.14.6-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3dcf1978be02153c6a31692d4fbcc2a3f1db9da36039ead23173bc256ee3b91b"},
|
||||
{file = "pydantic_core-2.14.6-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:eedf97be7bc3dbc8addcef4142f4b4164066df0c6f36397ae4aaed3eb187d8ab"},
|
||||
{file = "pydantic_core-2.14.6-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:d5f916acf8afbcab6bacbb376ba7dc61f845367901ecd5e328fc4d4aef2fcab0"},
|
||||
{file = "pydantic_core-2.14.6-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:8a14c192c1d724c3acbfb3f10a958c55a2638391319ce8078cb36c02283959b9"},
|
||||
{file = "pydantic_core-2.14.6-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:0348b1dc6b76041516e8a854ff95b21c55f5a411c3297d2ca52f5528e49d8411"},
|
||||
{file = "pydantic_core-2.14.6-cp39-none-win32.whl", hash = "sha256:de2a0645a923ba57c5527497daf8ec5df69c6eadf869e9cd46e86349146e5975"},
|
||||
{file = "pydantic_core-2.14.6-cp39-none-win_amd64.whl", hash = "sha256:aca48506a9c20f68ee61c87f2008f81f8ee99f8d7f0104bff3c47e2d148f89d9"},
|
||||
{file = "pydantic_core-2.14.6-pp310-pypy310_pp73-macosx_10_7_x86_64.whl", hash = "sha256:d5c28525c19f5bb1e09511669bb57353d22b94cf8b65f3a8d141c389a55dec95"},
|
||||
{file = "pydantic_core-2.14.6-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:78d0768ee59baa3de0f4adac9e3748b4b1fffc52143caebddfd5ea2961595277"},
|
||||
{file = "pydantic_core-2.14.6-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8b93785eadaef932e4fe9c6e12ba67beb1b3f1e5495631419c784ab87e975670"},
|
||||
{file = "pydantic_core-2.14.6-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a874f21f87c485310944b2b2734cd6d318765bcbb7515eead33af9641816506e"},
|
||||
{file = "pydantic_core-2.14.6-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:b89f4477d915ea43b4ceea6756f63f0288941b6443a2b28c69004fe07fde0d0d"},
|
||||
{file = "pydantic_core-2.14.6-pp310-pypy310_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:172de779e2a153d36ee690dbc49c6db568d7b33b18dc56b69a7514aecbcf380d"},
|
||||
{file = "pydantic_core-2.14.6-pp310-pypy310_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:dfcebb950aa7e667ec226a442722134539e77c575f6cfaa423f24371bb8d2e94"},
|
||||
{file = "pydantic_core-2.14.6-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:55a23dcd98c858c0db44fc5c04fc7ed81c4b4d33c653a7c45ddaebf6563a2f66"},
|
||||
{file = "pydantic_core-2.14.6-pp37-pypy37_pp73-macosx_10_7_x86_64.whl", hash = "sha256:4241204e4b36ab5ae466ecec5c4c16527a054c69f99bba20f6f75232a6a534e2"},
|
||||
{file = "pydantic_core-2.14.6-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e574de99d735b3fc8364cba9912c2bec2da78775eba95cbb225ef7dda6acea24"},
|
||||
{file = "pydantic_core-2.14.6-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1302a54f87b5cd8528e4d6d1bf2133b6aa7c6122ff8e9dc5220fbc1e07bffebd"},
|
||||
{file = "pydantic_core-2.14.6-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:f8e81e4b55930e5ffab4a68db1af431629cf2e4066dbdbfef65348b8ab804ea8"},
|
||||
{file = "pydantic_core-2.14.6-pp37-pypy37_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:c99462ffc538717b3e60151dfaf91125f637e801f5ab008f81c402f1dff0cd0f"},
|
||||
{file = "pydantic_core-2.14.6-pp37-pypy37_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:e4cf2d5829f6963a5483ec01578ee76d329eb5caf330ecd05b3edd697e7d768a"},
|
||||
{file = "pydantic_core-2.14.6-pp38-pypy38_pp73-macosx_10_7_x86_64.whl", hash = "sha256:cf10b7d58ae4a1f07fccbf4a0a956d705356fea05fb4c70608bb6fa81d103cda"},
|
||||
{file = "pydantic_core-2.14.6-pp38-pypy38_pp73-macosx_11_0_arm64.whl", hash = "sha256:399ac0891c284fa8eb998bcfa323f2234858f5d2efca3950ae58c8f88830f145"},
|
||||
{file = "pydantic_core-2.14.6-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9c6a5c79b28003543db3ba67d1df336f253a87d3112dac3a51b94f7d48e4c0e1"},
|
||||
{file = "pydantic_core-2.14.6-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:599c87d79cab2a6a2a9df4aefe0455e61e7d2aeede2f8577c1b7c0aec643ee8e"},
|
||||
{file = "pydantic_core-2.14.6-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:43e166ad47ba900f2542a80d83f9fc65fe99eb63ceec4debec160ae729824052"},
|
||||
{file = "pydantic_core-2.14.6-pp38-pypy38_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:3a0b5db001b98e1c649dd55afa928e75aa4087e587b9524a4992316fa23c9fba"},
|
||||
{file = "pydantic_core-2.14.6-pp38-pypy38_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:747265448cb57a9f37572a488a57d873fd96bf51e5bb7edb52cfb37124516da4"},
|
||||
{file = "pydantic_core-2.14.6-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:7ebe3416785f65c28f4f9441e916bfc8a54179c8dea73c23023f7086fa601c5d"},
|
||||
{file = "pydantic_core-2.14.6-pp39-pypy39_pp73-macosx_10_7_x86_64.whl", hash = "sha256:86c963186ca5e50d5c8287b1d1c9d3f8f024cbe343d048c5bd282aec2d8641f2"},
|
||||
{file = "pydantic_core-2.14.6-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:e0641b506486f0b4cd1500a2a65740243e8670a2549bb02bc4556a83af84ae03"},
|
||||
{file = "pydantic_core-2.14.6-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:71d72ca5eaaa8d38c8df16b7deb1a2da4f650c41b58bb142f3fb75d5ad4a611f"},
|
||||
{file = "pydantic_core-2.14.6-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:27e524624eace5c59af499cd97dc18bb201dc6a7a2da24bfc66ef151c69a5f2a"},
|
||||
{file = "pydantic_core-2.14.6-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:a3dde6cac75e0b0902778978d3b1646ca9f438654395a362cb21d9ad34b24acf"},
|
||||
{file = "pydantic_core-2.14.6-pp39-pypy39_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:00646784f6cd993b1e1c0e7b0fdcbccc375d539db95555477771c27555e3c556"},
|
||||
{file = "pydantic_core-2.14.6-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:23598acb8ccaa3d1d875ef3b35cb6376535095e9405d91a3d57a8c7db5d29341"},
|
||||
{file = "pydantic_core-2.14.6-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:7f41533d7e3cf9520065f610b41ac1c76bc2161415955fbcead4981b22c7611e"},
|
||||
{file = "pydantic_core-2.14.6.tar.gz", hash = "sha256:1fd0c1d395372843fba13a51c28e3bb9d59bd7aebfeb17358ffaaa1e4dbbe948"},
|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
|
||||
|
||||
[[package]]
|
||||
name = "pygments"
|
||||
version = "2.17.2"
|
||||
@ -1523,6 +1711,17 @@ files = [
|
||||
{file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "sniffio"
|
||||
version = "1.3.0"
|
||||
description = "Sniff out which async library your code is running under"
|
||||
optional = false
|
||||
python-versions = ">=3.7"
|
||||
files = [
|
||||
{file = "sniffio-1.3.0-py3-none-any.whl", hash = "sha256:eecefdce1e5bbfb7ad2eeaabf7c1eeb404d7757c379bd1f7e5cce9d8bf425384"},
|
||||
{file = "sniffio-1.3.0.tar.gz", hash = "sha256:e60305c5e5d314f5389259b7f22aaa33d8f7dee49763119234af3755c55b9101"},
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "stack-data"
|
||||
version = "0.6.3"
|
||||
@ -1542,6 +1741,23 @@ pure-eval = "*"
|
||||
[package.extras]
|
||||
tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
|
||||
|
||||
[[package]]
|
||||
name = "starlette"
|
||||
version = "0.35.1"
|
||||
description = "The little ASGI library that shines."
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
files = [
|
||||
{file = "starlette-0.35.1-py3-none-any.whl", hash = "sha256:50bbbda9baa098e361f398fda0928062abbaf1f54f4fadcbe17c092a01eb9a25"},
|
||||
{file = "starlette-0.35.1.tar.gz", hash = "sha256:3e2639dac3520e4f58734ed22553f950d3f3cb1001cd2eaac4d57e8cdc5f66bc"},
|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
anyio = ">=3.4.0,<5"
|
||||
|
||||
[package.extras]
|
||||
full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart", "pyyaml"]
|
||||
|
||||
[[package]]
|
||||
name = "tomli"
|
||||
version = "2.0.1"
|
||||
@ -1654,4 +1870,4 @@ dev = ["black (>=19.3b0)", "pytest (>=4.6.2)"]
|
||||
[metadata]
|
||||
lock-version = "2.0"
|
||||
python-versions = ">=3.10,<3.11"
|
||||
content-hash = "10df8149ba27804a95d2c9dcf05db0601fc5d3f774df1a4097fc21d301d2174c"
|
||||
content-hash = "7ade3c9e8e0b7897da004073c8827e18d6e2d3c575a0c4f48ce46dcc58af1e1f"
|
||||
|
||||
0
pyinfra/monitor/__init__.py
Normal file
0
pyinfra/monitor/__init__.py
Normal file
75
pyinfra/monitor/prometheus.py
Normal file
75
pyinfra/monitor/prometheus.py
Normal file
@ -0,0 +1,75 @@
|
||||
from time import time
|
||||
from typing import Sized, Callable, TypeVar
|
||||
|
||||
from dynaconf import Dynaconf
|
||||
from fastapi import FastAPI
|
||||
from funcy import identity
|
||||
from prometheus_client import generate_latest, CollectorRegistry, REGISTRY, Summary
|
||||
from starlette.responses import Response
|
||||
|
||||
from pyinfra.utils.config_validation import validate_settings, prometheus_validators
|
||||
|
||||
|
||||
def add_prometheus_endpoint(app: FastAPI, registry: CollectorRegistry = REGISTRY) -> FastAPI:
|
||||
"""Add a prometheus endpoint to the app. It is recommended to use the default global registry.
|
||||
You can register your own metrics with it anywhere, and they will be scraped with this endpoint.
|
||||
See https://prometheus.io/docs/concepts/metric_types/ for the different metric types.
|
||||
The implementation for monitoring the processing time of a function is in the decorator below (decorate the
|
||||
processing function of a service to assess the processing time of each call).
|
||||
|
||||
The convention for the metric name is {product_name}_{service_name}_{parameter_to_monitor}.
|
||||
"""
|
||||
|
||||
@app.get("/prometheus")
|
||||
def prometheus_metrics():
|
||||
return Response(generate_latest(registry), media_type="text/plain")
|
||||
|
||||
return app
|
||||
|
||||
|
||||
def make_prometheus_processing_time_decorator_from_settings(settings: Dynaconf, registry: CollectorRegistry = REGISTRY):
|
||||
"""Make a decorator for monitoring the processing time of a function. The decorator is only applied if the
|
||||
prometheus metrics are enabled in the settings.
|
||||
"""
|
||||
validate_settings(settings, validators=prometheus_validators)
|
||||
|
||||
if not settings.metrics.prometheus.enabled:
|
||||
return identity
|
||||
|
||||
return make_prometheus_processing_time_decorator(
|
||||
prefix=settings.metrics.prometheus.prefix,
|
||||
registry=registry,
|
||||
)
|
||||
|
||||
|
||||
Decorator = TypeVar("Decorator", bound=Callable[[Callable], Callable])
|
||||
|
||||
|
||||
def make_prometheus_processing_time_decorator(
|
||||
prefix: str = "readactmanager_research_service",
|
||||
registry: CollectorRegistry = REGISTRY,
|
||||
) -> Decorator:
|
||||
processing_time_sum = Summary(
|
||||
f"{prefix}_processing_time", "Summed up average processing time per call.", registry=registry
|
||||
)
|
||||
|
||||
def decorator(process_fn: Callable) -> Callable:
|
||||
def inner(*args, **kwargs):
|
||||
start = time()
|
||||
|
||||
result: Sized = process_fn(*args, **kwargs)
|
||||
|
||||
runtime = time() - start
|
||||
|
||||
if not result:
|
||||
return result
|
||||
|
||||
processing_time_per_entity = runtime / len(result)
|
||||
|
||||
processing_time_sum.observe(processing_time_per_entity)
|
||||
|
||||
return result
|
||||
|
||||
return inner
|
||||
|
||||
return decorator
|
||||
@ -28,6 +28,11 @@ storage_validators = [
|
||||
Validator("storage.backend", must_exist=True),
|
||||
]
|
||||
|
||||
prometheus_validators = [
|
||||
Validator("metrics.prometheus.prefix", must_exist=True),
|
||||
Validator("metrics.prometheus.enabled", must_exist=True),
|
||||
]
|
||||
|
||||
|
||||
def validate_settings(settings: Dynaconf, validators):
|
||||
settings_valid = True
|
||||
|
||||
@ -21,6 +21,7 @@ funcy = "^2"
|
||||
pycryptodome = "^3.19"
|
||||
# research shared packages
|
||||
kn-utils = { version = "^0.2.4.dev112", source = "gitlab-research" }
|
||||
fastapi = "^0.109.0"
|
||||
|
||||
[tool.poetry.group.dev.dependencies]
|
||||
pytest = "^7"
|
||||
|
||||
Loading…
x
Reference in New Issue
Block a user