From 1d47b56eb48f871ef091a7f2d5c775942628ab7d Mon Sep 17 00:00:00 2001 From: Gaston Valvassori Date: Thu, 3 Apr 2025 07:50:55 -0300 Subject: [PATCH 1/3] feat: add OpenTelemetry for monitoring --- .devcontainer/devcontainer.json | 12 +- .devcontainer/docker-compose.yaml | 5 + .env.example | 3 + README.md | 3 + poetry.lock | 686 +++++++++++++++++++++++++++++- pyproject.toml | 6 + src/api/v1/routers/user.py | 4 +- src/controllers/item.py | 3 + src/controllers/user.py | 3 + src/core/config.py | 3 + src/core/database.py | 4 + src/core/trace.py | 47 ++ src/main.py | 7 + src/task_queue/celery_worker.py | 27 ++ 14 files changed, 789 insertions(+), 24 deletions(-) create mode 100644 src/core/trace.py diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 2925adf..9473fa5 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -7,7 +7,8 @@ "postgres", "rabbitmq", "redis", - "celery_worker" + "celery_worker", + "otel-collector" ], "workspaceFolder": "/opt/app/${localEnv:PROJECT_NAME:python-template}", "containerEnv": { @@ -72,7 +73,10 @@ "redis:6379", // RabbitMQ: // localhost:5672 for accessing rabbitmq via local rabbitmq-cli - "rabbitmq:5672" + "rabbitmq:5672", + // OpenTelemetry Collector: + // localhost:4317 for accessing opentelemetry collector via local otel-cli + "otel-collector:4317" ], "portsAttributes": { "5432": { @@ -90,6 +94,10 @@ "5672": { "label": "RabbitMQ", "onAutoForward": "silent" + }, + "4317": { + "label": "OpenTelemetry Collector", + "onAutoForward": "silent" } } } diff --git a/.devcontainer/docker-compose.yaml b/.devcontainer/docker-compose.yaml index 6526a27..285a2a4 100644 --- a/.devcontainer/docker-compose.yaml +++ b/.devcontainer/docker-compose.yaml @@ -54,6 +54,11 @@ services: - rabbitmq - redis + otel-collector: + image: otel/opentelemetry-collector:latest + ports: + - "4317:4317" + volumes: postgres: {} cache: {} diff --git a/.env.example b/.env.example index db63530..f4c51d7 100644 --- a/.env.example +++ b/.env.example @@ -10,6 +10,9 @@ DATABASE_POOL_SIZE=5 DATABASE_POOL_RECYCLE=3600 DATABASE_MAX_OVERFLOW=10 +# OpenTelemetry configuration +OTEL_EXPORTER_OTLP_ENDPOINT=http://otel-collector:4317 + # Server configuration LOG_LEVEL=DEBUG SERVER_URL=example.com diff --git a/README.md b/README.md index 3dcc846..37b05fb 100755 --- a/README.md +++ b/README.md @@ -89,3 +89,6 @@ The template includes a simple example of distributed tasks using [Celery](https In case you want to implement some real-world task you should modify the `src/task_queue/task.py` with your logic and then modify `src/api/v1/routers/task.py`. Remember to always add all your tasks modules to the `src/task_queue/celery_worker.py` with `celery_worker.autodiscover_tasks(["path.to.your.task.module"])`. + +## OpenTelemetry +A simple example of OpenTelemetry is included using the native FastAPI instrumentor to collect basic data of requests, also there is a custom instrument to collect data from the controllers. There is a simple implementation to monitor Celery to count the total tasks executed. Given that OpenTelemetry do not have a frontend, to see what is going on you should run `docker logs -f `. diff --git a/poetry.lock b/poetry.lock index d9bc93a..bd9cf36 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand. [[package]] name = "alembic" @@ -65,7 +65,7 @@ sniffio = ">=1.1" [package.extras] doc = ["Sphinx (>=8.2,<9.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"] -test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"] +test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\" and python_version < \"3.14\""] trio = ["trio (>=0.26.1)"] [[package]] @@ -80,6 +80,21 @@ files = [ {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"}, ] +[[package]] +name = "asgiref" +version = "3.8.1" +description = "ASGI specs, helper code, and adapters" +optional = false +python-versions = ">=3.8" +groups = ["main"] +files = [ + {file = "asgiref-3.8.1-py3-none-any.whl", hash = "sha256:3e1e3ecc849832fe52ccf2cb6686b7a55f82bb1d6aee72a58826471390335e47"}, + {file = "asgiref-3.8.1.tar.gz", hash = "sha256:c343bd80a0bec947a9860adb4c432ffa7db769836c64238fc34bdc3fec84d590"}, +] + +[package.extras] +tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"] + [[package]] name = "asyncpg" version = "0.30.0" @@ -141,8 +156,8 @@ files = [ [package.extras] docs = ["Sphinx (>=8.1.3,<8.2.0)", "sphinx-rtd-theme (>=1.2.2)"] -gssauth = ["gssapi", "sspilib"] -test = ["distro (>=1.9.0,<1.10.0)", "flake8 (>=6.1,<7.0)", "flake8-pyi (>=24.1.0,<24.2.0)", "gssapi", "k5test", "mypy (>=1.8.0,<1.9.0)", "sspilib", "uvloop (>=0.15.3)"] +gssauth = ["gssapi ; platform_system != \"Windows\"", "sspilib ; platform_system == \"Windows\""] +test = ["distro (>=1.9.0,<1.10.0)", "flake8 (>=6.1,<7.0)", "flake8-pyi (>=24.1.0,<24.2.0)", "gssapi ; platform_system == \"Linux\"", "k5test ; platform_system == \"Linux\"", "mypy (>=1.8.0,<1.9.0)", "sspilib ; platform_system == \"Windows\"", "uvloop (>=0.15.3) ; platform_system != \"Windows\" and python_version < \"3.14.0\""] [[package]] name = "bcrypt" @@ -293,32 +308,32 @@ vine = ">=5.1.0,<6.0" arangodb = ["pyArango (>=2.0.2)"] auth = ["cryptography (==42.0.5)"] azureblockblob = ["azure-storage-blob (>=12.15.0)"] -brotli = ["brotli (>=1.0.0)", "brotlipy (>=0.7.0)"] +brotli = ["brotli (>=1.0.0) ; platform_python_implementation == \"CPython\"", "brotlipy (>=0.7.0) ; platform_python_implementation == \"PyPy\""] cassandra = ["cassandra-driver (>=3.25.0,<4)"] consul = ["python-consul2 (==0.1.5)"] cosmosdbsql = ["pydocumentdb (==2.3.5)"] -couchbase = ["couchbase (>=3.0.0)"] +couchbase = ["couchbase (>=3.0.0) ; platform_python_implementation != \"PyPy\" and (platform_system != \"Windows\" or python_version < \"3.10\")"] couchdb = ["pycouchdb (==1.14.2)"] django = ["Django (>=2.2.28)"] dynamodb = ["boto3 (>=1.26.143)"] elasticsearch = ["elastic-transport (<=8.13.0)", "elasticsearch (<=8.13.0)"] -eventlet = ["eventlet (>=0.32.0)"] +eventlet = ["eventlet (>=0.32.0) ; python_version < \"3.10\""] gcs = ["google-cloud-storage (>=2.10.0)"] gevent = ["gevent (>=1.5.0)"] -librabbitmq = ["librabbitmq (>=2.0.0)"] -memcache = ["pylibmc (==1.6.3)"] +librabbitmq = ["librabbitmq (>=2.0.0) ; python_version < \"3.11\""] +memcache = ["pylibmc (==1.6.3) ; platform_system != \"Windows\""] mongodb = ["pymongo[srv] (>=4.0.2)"] msgpack = ["msgpack (==1.0.8)"] pymemcache = ["python-memcached (>=1.61)"] -pyro = ["pyro4 (==4.82)"] +pyro = ["pyro4 (==4.82) ; python_version < \"3.11\""] pytest = ["pytest-celery[all] (>=1.0.0)"] redis = ["redis (>=4.5.2,!=4.5.5,<6.0.0)"] s3 = ["boto3 (>=1.26.143)"] slmq = ["softlayer-messaging (>=1.0.3)"] -solar = ["ephem (==4.1.5)"] +solar = ["ephem (==4.1.5) ; platform_python_implementation != \"PyPy\""] sqlalchemy = ["sqlalchemy (>=1.4.48,<2.1)"] -sqs = ["boto3 (>=1.26.143)", "kombu[sqs] (>=5.3.4)", "pycurl (>=7.43.0.5)", "urllib3 (>=1.26.16)"] -tblib = ["tblib (>=1.3.0)", "tblib (>=1.5.0)"] +sqs = ["boto3 (>=1.26.143)", "kombu[sqs] (>=5.3.4)", "pycurl (>=7.43.0.5) ; sys_platform != \"win32\" and platform_python_implementation == \"CPython\"", "urllib3 (>=1.26.16)"] +tblib = ["tblib (>=1.3.0) ; python_version < \"3.8.0\"", "tblib (>=1.5.0) ; python_version >= \"3.8.0\""] yaml = ["PyYAML (>=3.10)"] zookeeper = ["kazoo (>=1.3.1)"] zstd = ["zstandard (==0.22.0)"] @@ -350,6 +365,108 @@ files = [ {file = "certifi-2025.1.31.tar.gz", hash = "sha256:3d5da6925056f6f18f119200434a4780a94263f10d1c21d032a6f6b2baa20651"}, ] +[[package]] +name = "charset-normalizer" +version = "3.4.1" +description = "The Real First Universal Charset Detector. 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"jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] +enabler = ["pytest-enabler (>=2.2)"] +test = ["big-O", "importlib-resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] +type = ["pytest-mypy"] + [metadata] lock-version = "2.1" python-versions = "^3.13" -content-hash = "d73704c6c0ebd749a62136696e13cdbe7ff5380c986490ff040d14bdfba766e2" +content-hash = "1fca80f76eac758718a13468f72ab4f9d7b94e83b57814461ce7903e4062fc23" diff --git a/pyproject.toml b/pyproject.toml index 834484a..5c17c51 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -24,6 +24,11 @@ fastapi = "^0.115.11" fastapi-pagination = "^0.12.26" httpx = "^0.28.1" itsdangerous = "^2.2.0" +opentelemetry-api = "^1.31.1" +opentelemetry-sdk = "^1.31.1" +opentelemetry-instrumentation-fastapi = "^0.52b1" +opentelemetry-instrumentation-sqlalchemy = "^0.52b1" +opentelemetry-exporter-otlp = "^1.31.1" passlib = "^1.7.4" psycopg2 = "^2.9.9" ptpython = "^3.0.29" @@ -35,6 +40,7 @@ sqladmin = "^0.20.1" sqlalchemy = "^2.0.39" uvicorn = "^0.34.0" + [tool.poetry.group.dev.dependencies] black = "^25.1.0" flake8 = "^7.1.2" diff --git a/src/api/v1/routers/user.py b/src/api/v1/routers/user.py index 57f2777..d3ff4a2 100755 --- a/src/api/v1/routers/user.py +++ b/src/api/v1/routers/user.py @@ -12,6 +12,7 @@ from src.controllers import UserController from src.core.database import Session from src.core.security import AuthManager +from src.core.trace import tracer_provider router = APIRouter() @@ -43,5 +44,6 @@ def me(user: models.User = Depends(get_user)) -> Any: @router.get("/{user_id}/items", response_model=Page[Item]) def get_public_items(user_id: UUID, session: Session = Depends(db_session)) -> Any: - user = models.User.objects(session).get_or_404(models.User.id == user_id) + with tracer_provider.get_tracer(__name__).start_as_current_span("get_public_items"): + user = models.User.objects(session).get_or_404(models.User.id == user_id) return paginate(session, user.get_public_items()) diff --git a/src/controllers/item.py b/src/controllers/item.py index f5f387a..41fdb5f 100755 --- a/src/controllers/item.py +++ b/src/controllers/item.py @@ -4,10 +4,12 @@ from src import models from src.api.v1 import schemas from src.core.database import AsyncSession, Session +from src.core.trace import instrument class ItemController: @staticmethod + @instrument(name="calling_item_controller_create") def create( item_data: schemas.ItemCreate, owner_id: UUID, session: Session ) -> models.Item: @@ -16,6 +18,7 @@ def create( return item @staticmethod + @instrument(name="calling_item_controller_bulk_create") async def bulk_create( items_data: Sequence[schemas.ItemCreate], owner_id: UUID, diff --git a/src/controllers/user.py b/src/controllers/user.py index 741efdc..9f86dd7 100755 --- a/src/controllers/user.py +++ b/src/controllers/user.py @@ -3,11 +3,13 @@ from src.api.v1.schemas import UserCreate from src.core.database import Session from src.core.security import PasswordManager +from src.core.trace import instrument from src.models import User class UserController: @staticmethod + @instrument(name="calling_user_controller_create") def create(user_data: UserCreate, session: Session) -> User: user = User.objects(session).get(User.email == user_data.email) if user: @@ -18,6 +20,7 @@ def create(user_data: UserCreate, session: Session) -> User: return user @staticmethod + @instrument(name="calling_user_controller_login") def login(user_data: UserCreate, session: Session) -> User: login_exception = HTTPException( status_code=401, detail="Invalid email or password" diff --git a/src/core/config.py b/src/core/config.py index 4aa6f18..73f9493 100755 --- a/src/core/config.py +++ b/src/core/config.py @@ -35,5 +35,8 @@ class Settings(BaseSettings): celery_broker_url: str celery_result_backend: str + # OpenTelemetry + otel_exporter_otlp_endpoint: str + settings = Settings() diff --git a/src/core/database.py b/src/core/database.py index de2fc9c..8dea9aa 100755 --- a/src/core/database.py +++ b/src/core/database.py @@ -4,6 +4,7 @@ from typing import Any, Dict, Generic, Sequence, Type, TypeVar from fastapi import HTTPException +from opentelemetry.instrumentation.sqlalchemy import SQLAlchemyInstrumentor from sqlalchemy import ExceptionContext, create_engine, func, select from sqlalchemy.event import listens_for from sqlalchemy.ext.asyncio import ( @@ -36,6 +37,9 @@ max_overflow=settings.database_max_overflow, ) +# Instrument SQLAlchemy with OpenTelemetry +SQLAlchemyInstrumentor().instrument(engine=engine) + @listens_for(engine, "handle_error") def _on_handle_error(context: ExceptionContext) -> None: diff --git a/src/core/trace.py b/src/core/trace.py new file mode 100644 index 0000000..899930d --- /dev/null +++ b/src/core/trace.py @@ -0,0 +1,47 @@ +import functools +from typing import Any, Callable + +from opentelemetry.exporter.otlp.proto.grpc.metric_exporter import OTLPMetricExporter +from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter +from opentelemetry.sdk.resources import Resource +from opentelemetry.sdk.trace import TracerProvider +from opentelemetry.sdk.trace.export import BatchSpanProcessor + +from src.core.config import settings + +# Configure OpenTelemetry +resource = Resource(attributes={"service.name": "python-template"}) +tracer_provider = TracerProvider(resource=resource) +otlp_exporter = OTLPSpanExporter( + endpoint=settings.otel_exporter_otlp_endpoint, insecure=True +) +otlp_metric_exporter = OTLPMetricExporter( + endpoint="http://otel-collector:4317", insecure=True +) +span_processor = BatchSpanProcessor(otlp_exporter) +tracer_provider.add_span_processor(span_processor) + + +def instrument(name: str = "request") -> Callable: + """ + Decorator to instrument a method with OpenTelemetry tracing. + Args: + name (str): The name of the span. + Returns: + Callable: The decorated method. + """ + + def decorator(method: Callable) -> Callable: + @functools.wraps(method) + def wrapper(*args: Any, **kwargs: dict[Any, Any]) -> Any: + tracer = tracer_provider.get_tracer(__name__) + with tracer.start_as_current_span(name=name) as span: # noqa: F841 + response = method(*args, **kwargs) + return response + + return wrapper + + return decorator + + +# diff --git a/src/main.py b/src/main.py index 020491a..d45b8fe 100755 --- a/src/main.py +++ b/src/main.py @@ -3,20 +3,26 @@ from fastapi import FastAPI from fastapi.middleware.cors import CORSMiddleware from fastapi_pagination import add_pagination +from opentelemetry.instrumentation.fastapi import FastAPIInstrumentor from sqladmin import Admin from src.admin import AdminAuth, ItemAdmin, UserAdmin from src.core.config import settings from src.core.database import engine +from src.core.trace import tracer_provider from src.logging import LogConfig from src.urls import router dictConfig(LogConfig().model_dump()) + app = FastAPI() app.include_router(router) +# Instrument FastAPI with OpenTelemetry +FastAPIInstrumentor.instrument_app(app, tracer_provider=tracer_provider) + origins = [ settings.server_url, ] @@ -31,6 +37,7 @@ add_pagination(app) + authentication_backend = AdminAuth(secret_key="") admin = Admin(app=app, engine=engine, authentication_backend=authentication_backend) diff --git a/src/task_queue/celery_worker.py b/src/task_queue/celery_worker.py index bef293a..182254e 100644 --- a/src/task_queue/celery_worker.py +++ b/src/task_queue/celery_worker.py @@ -1,6 +1,13 @@ +from typing import Any + from celery import Celery +from celery.signals import task_postrun +from opentelemetry import metrics +from opentelemetry.sdk.metrics import MeterProvider +from opentelemetry.sdk.metrics.export import PeriodicExportingMetricReader from src.core.config import settings +from src.core.trace import otlp_metric_exporter # Create the celery worker celery_worker = Celery( @@ -12,3 +19,23 @@ # The autodiscover_tasks method will search for tasks in the specified modules # In real-world schenarios, you should add more modules to this list celery_worker.autodiscover_tasks(["src.task_queue.task"]) + +# OpenTelemetry setup +meter_provider = MeterProvider( + metric_readers=[PeriodicExportingMetricReader(otlp_metric_exporter)] +) +metrics.set_meter_provider(meter_provider) +meter = metrics.get_meter("celery_worker") + +# Define a custom metric for task execution count +task_execution_counter = meter.create_counter( + name="celery_task_executions", + description="Counts the number of tasks executed by the Celery worker", + unit="1", +) + + +# Signal handler to increment the counter after task execution +@task_postrun.connect +def task_postrun_handler(task: Any = None, **extras: Any) -> None: + task_execution_counter.add(1, {"task_name": task.name}) From 34c0478f5f3f6621daaa842211ead3b8d5253b2c Mon Sep 17 00:00:00 2001 From: Gaston Valvassori Date: Mon, 7 Apr 2025 17:12:11 -0300 Subject: [PATCH 2/3] fix: use env vars --- .env.example | 1 + src/api/v1/routers/user.py | 3 +++ src/core/config.py | 1 + src/core/trace.py | 4 ++-- 4 files changed, 7 insertions(+), 2 deletions(-) diff --git a/.env.example b/.env.example index f4c51d7..e147b41 100644 --- a/.env.example +++ b/.env.example @@ -12,6 +12,7 @@ DATABASE_MAX_OVERFLOW=10 # OpenTelemetry configuration OTEL_EXPORTER_OTLP_ENDPOINT=http://otel-collector:4317 +ENV="dev" # Server configuration LOG_LEVEL=DEBUG diff --git a/src/api/v1/routers/user.py b/src/api/v1/routers/user.py index d3ff4a2..6069eef 100755 --- a/src/api/v1/routers/user.py +++ b/src/api/v1/routers/user.py @@ -44,6 +44,9 @@ def me(user: models.User = Depends(get_user)) -> Any: @router.get("/{user_id}/items", response_model=Page[Item]) def get_public_items(user_id: UUID, session: Session = Depends(db_session)) -> Any: + # We can't use the @instrument decorator here because it will collide with the + # FastAPIinstrumentor and cause the span to be created twice. + # So we need to create the span manually. with tracer_provider.get_tracer(__name__).start_as_current_span("get_public_items"): user = models.User.objects(session).get_or_404(models.User.id == user_id) return paginate(session, user.get_public_items()) diff --git a/src/core/config.py b/src/core/config.py index 73f9493..bf0f7ec 100755 --- a/src/core/config.py +++ b/src/core/config.py @@ -37,6 +37,7 @@ class Settings(BaseSettings): # OpenTelemetry otel_exporter_otlp_endpoint: str + env: str = "dev" settings = Settings() diff --git a/src/core/trace.py b/src/core/trace.py index 899930d..98b18b1 100644 --- a/src/core/trace.py +++ b/src/core/trace.py @@ -10,13 +10,13 @@ from src.core.config import settings # Configure OpenTelemetry -resource = Resource(attributes={"service.name": "python-template"}) +resource = Resource(attributes={"service.name": settings.env}) tracer_provider = TracerProvider(resource=resource) otlp_exporter = OTLPSpanExporter( endpoint=settings.otel_exporter_otlp_endpoint, insecure=True ) otlp_metric_exporter = OTLPMetricExporter( - endpoint="http://otel-collector:4317", insecure=True + endpoint=settings.otel_exporter_otlp_endpoint, insecure=True ) span_processor = BatchSpanProcessor(otlp_exporter) tracer_provider.add_span_processor(span_processor) From 563ffa76b188bd3d32cc03127fa21c88195ee739 Mon Sep 17 00:00:00 2001 From: Gaston Valvassori Date: Mon, 21 Apr 2025 11:25:35 -0300 Subject: [PATCH 3/3] fix: GA pipeline --- .github/workflows/python-app.yml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml index 9deaa82..34de4ec 100644 --- a/.github/workflows/python-app.yml +++ b/.github/workflows/python-app.yml @@ -25,7 +25,7 @@ jobs: run: | pip install poetry poetry install --no-root --with dev - + - name: Install pre-commit run: pip install pre-commit - name: Run linters and formatters @@ -64,6 +64,7 @@ jobs: JWT_SIGNING_KEY: your-signing-key CELERY_BROKER_URL: amqp://guest:guest@rabbitmq:5672 CELERY_RESULT_BACKEND: redis://redis:6379/0 + OTEL_EXPORTER_OTLP_ENDPOINT: http://otel-collector:4317 steps: - name: Checkout code uses: actions/checkout@v3