From d968614461e91d8b1bb36c8e7ad59bb26d7c23a7 Mon Sep 17 00:00:00 2001 From: Jonathan Date: Sat, 30 Nov 2024 20:14:40 +0000 Subject: [PATCH] Experiment #3: Try FastDepends lib --- .../.devcontainer/devcontainer.json | 3 +- flask-dependency-injection-poc/README.md | 7 +- .../app_3_fastdepends.py | 157 ++++++++++ flask-dependency-injection-poc/poetry.lock | 286 +++++++++++------- flask-dependency-injection-poc/pyproject.toml | 6 +- .../test_app_3_fastdepends.py | 38 +++ 6 files changed, 384 insertions(+), 113 deletions(-) create mode 100644 flask-dependency-injection-poc/app_3_fastdepends.py create mode 100644 flask-dependency-injection-poc/test_app_3_fastdepends.py diff --git a/flask-dependency-injection-poc/.devcontainer/devcontainer.json b/flask-dependency-injection-poc/.devcontainer/devcontainer.json index 4039104..27728b8 100644 --- a/flask-dependency-injection-poc/.devcontainer/devcontainer.json +++ b/flask-dependency-injection-poc/.devcontainer/devcontainer.json @@ -19,7 +19,8 @@ "extensions":[ "ms-python.python", "njpwerner.autodocstring", - "rangav.vscode-thunder-client" + "rangav.vscode-thunder-client", + "charliermarsh.ruff" ] } } diff --git a/flask-dependency-injection-poc/README.md b/flask-dependency-injection-poc/README.md index fd3d51a..66e9c86 100644 --- a/flask-dependency-injection-poc/README.md +++ b/flask-dependency-injection-poc/README.md @@ -5,7 +5,12 @@ Experiment with alternative approaches to inject dependencies in a Flask applica -## Journal log +## Experimentation log +#### `@2024-11-19`: Experiment #3: Try FastDepends lib +Made good progress trying to inject depedencies, as well as validating requests with Pydantic. +Currently facing problems with dependency overriding. +See [app_3_fastdepends.py](./app_3_fastdepends.py). + #### `2024-11-19` Challenge #2: Flask-Pydantic conflict with Flask-Injector Problem: Flask-Pydantic tries to validate the type of injected dependecy. ... diff --git a/flask-dependency-injection-poc/app_3_fastdepends.py b/flask-dependency-injection-poc/app_3_fastdepends.py new file mode 100644 index 0000000..0566375 --- /dev/null +++ b/flask-dependency-injection-poc/app_3_fastdepends.py @@ -0,0 +1,157 @@ +from functools import wraps +from typing import Annotated, Callable +from flask import Blueprint, Flask +from pydantic import BaseModel +from fast_depends import inject, Depends +from fast_depends.library import CustomField + +# schemas + + +class WebhookRequest(BaseModel): + payload: dict + + +# services +class WebhookService: + def process_webhook(self, payload): + print("Processing webhook:", payload) + + +# decorator that injects user_id into the view +def include_user_id(): + def decorator(f: Callable) -> Callable: + """ + When you decorate a function with @wraps(original_function), it ensures that: + 1. The wrapped function (wrapper) retains the metadata (such as the name, docstring, and attributes) of the original function (f). + 2. The wrapped function looks like the original function in tools and frameworks that inspect function metadata, such as Flask’s app.view_functions. + """ + + @wraps(f) + def wrapper(*args, **kwargs): + user_id = "123" + return f(user_id, *args, **kwargs) + + return wrapper + + return decorator + + +# blueprints +webhooks_api = Blueprint("webhooks_api", __name__) + + +def get_webhook_service(): + return WebhookService() + + +# βœ… Experiment #1: Ability to inject the service into the view +@webhooks_api.route("/exp1", methods=["GET"]) +@inject +def my_webhook(webhook_service=Depends(get_webhook_service)): + print(webhook_service.process_webhook({"foo": "bar"})) + return "Webhook processed successfully" + + +class Validate(CustomField): + def get_body_dict(self): + # inspired on flask_pydantic: https://github.com/bauerji/flask-pydantic/blob/8595fa8b5513a336c9c679829f49ddc20f56377d/flask_pydantic/core.py#L87 + from flask import request + + data = request.get_json() + if data is None: + return {} + return data + + def use(self, /, **kwargs): + if self.param_name == "body": + kwargs = super().use(**kwargs) + kwargs["body"] = self.get_body_dict() + return kwargs + + +# βœ… Experiment #1.2: Request validation using Pydantic. Based on: https://lancetnik.github.io/FastDepends/#usage +# πŸ’₯ Challenge A: `@inject` (see source code) can't see the request body because Flask doesn't pass it to the view (see `flask/app.py/Flask.dispatch_request` source code) +# and (of course), the library doesn't have Flask as a dependency. +# βœ… Solved: we need to use a custom field that will extract the request body from Flask.request, +# implemented through the `Validate` class +@webhooks_api.route("/exp1.2", methods=["POST"]) +@inject +def request_validation(body: WebhookRequest = Validate()): + """ + @inject decorator plays multiple roles at the same time: + - resolve Depends classes + - cast types according to Python annotation + - validate incoming parameters using pydantic + """ + print(body) + return "Webhook processed successfully" + + +# βœ… Experiment #2: DI injection + request validation +# Discovery A: can use type aliasing to make the code more readable, less verbose, and more maintainable! +# Eg: WebhooksService = Annotated[WebhookService, Depends(get_webhook_service)] +WebhooksService = Annotated[WebhookService, Depends(get_webhook_service)] + + +@webhooks_api.route("/exp2", methods=["POST"]) +@inject +def my_webhook2( + # webhooks_service: WebhooksService, # πŸ’₯ see Challenge #3/A + webhooks_service: WebhookService = Depends(get_webhook_service), + body: WebhookRequest = Validate(), +): + webhooks_service.process_webhook(body.payload) + return "Webhook processed successfully" + + +# Experiment #3: Dependencies Overriding (Testing) - see test_app.py +# πŸ’₯ Challenge A: override seems to work with Exp#1, which uses `Depends(get_webhook_service)`, but not +# with alias: `WebhooksService = Annotated[WebhookService, Depends(get_webhook_service)]`, nor `webhooks_service: WebhookService = Depends(get_webhook_service)` +# +# Error: pydantic_core._pydantic_core.ValidationError: 1 validation error for my_webhook2 +# webhooks_service +# Input should be an instance of WebhookService [type=is_instance_of, input_value=, input_type=get_fake_webhook_service..FakeWebhookService] +# For further information visit https://errors.pydantic.dev/2.9/v/is_instance_of +# (The same issue doesn't happen on FastAPI) +# +# @2024-11-24: Opened issue: https://github.com/Lancetnik/FastDepends/issues/150 +# + +def create_app(): + app = Flask(__name__) + + @app.route("/") + def hello_world(): + return """ + + +
+ +
+ + + + """ + + app.register_blueprint(webhooks_api) + + return app + + +if __name__ == "__main__": + app = create_app() + app.run(debug=True) diff --git a/flask-dependency-injection-poc/poetry.lock b/flask-dependency-injection-poc/poetry.lock index 22b5955..a6e870a 100644 --- a/flask-dependency-injection-poc/poetry.lock +++ b/flask-dependency-injection-poc/poetry.lock @@ -11,6 +11,28 @@ files = [ {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, ] +[[package]] +name = "anyio" +version = "4.6.2.post1" +description = "High level compatibility layer for multiple asynchronous event loop implementations" +optional = false +python-versions = ">=3.9" +files = [ + {file = "anyio-4.6.2.post1-py3-none-any.whl", hash = "sha256:6d170c36fba3bdd840c73d3868c1e777e33676a69c3a72cf0a0d5d6d8009b61d"}, + {file = "anyio-4.6.2.post1.tar.gz", hash = "sha256:4c8bc31ccdb51c7f7bd251f51c609e038d63e34219b44aa86e47576389880b4c"}, +] + +[package.dependencies] +exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""} +idna = ">=2.8" +sniffio = ">=1.1" +typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""} + +[package.extras] +doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"] +test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"] +trio = ["trio (>=0.26.1)"] + [[package]] name = "blinker" version = "1.9.0" @@ -61,6 +83,21 @@ files = [ [package.extras] test = ["pytest (>=6)"] +[[package]] +name = "fast-depends" +version = "2.4.12" +description = "FastDepends - extracted and cleared from HTTP domain logic FastAPI Dependency Injection System. Async and sync are both supported." +optional = false +python-versions = ">=3.8" +files = [ + {file = "fast_depends-2.4.12-py3-none-any.whl", hash = "sha256:9e5d110ddc962329e46c9b35e5fe65655984247a13ee3ca5a33186db7d2d75c2"}, + {file = "fast_depends-2.4.12.tar.gz", hash = "sha256:9393e6de827f7afa0141e54fa9553b737396aaf06bd0040e159d1f790487b16d"}, +] + +[package.dependencies] +anyio = ">=3.0.0,<5.0.0" +pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<3.0.0" + [[package]] name = "flask" version = "3.1.0" @@ -84,31 +121,29 @@ async = ["asgiref (>=3.2)"] dotenv = ["python-dotenv"] [[package]] -name = "Flask-Injector" +name = "flask-injector" version = "0.15.0" description = "Adds Injector, a Dependency Injection framework, support to Flask." optional = false python-versions = "*" -files = [] -develop = true +files = [ + {file = "Flask-Injector-0.15.0.tar.gz", hash = "sha256:567c69da7657b96565db990bb7c87cc0acf04e383714341954902f1ef85c5875"}, + {file = 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"sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"}, +] + [[package]] name = "tomli" version = "2.1.0" @@ -494,4 +562,4 @@ watchdog = ["watchdog (>=2.3)"] [metadata] lock-version = "2.0" python-versions = "^3.10" -content-hash = "3be680958c6ce141998dd2797bc62b47419a3c3e14a4fa8de357d8ecccd37fcb" +content-hash = "45e26da800abb9540419325f2a282c425277a5dd3cce1e611e74d182612e5864" diff --git a/flask-dependency-injection-poc/pyproject.toml b/flask-dependency-injection-poc/pyproject.toml index 4caa5e0..8a09bff 100644 --- a/flask-dependency-injection-poc/pyproject.toml +++ b/flask-dependency-injection-poc/pyproject.toml @@ -2,16 +2,18 @@ name = "flask-dependency-injection-poc" version = "0.1.0" description = "Experimenting with dependency injection and Flask" -authors = ["Jonathan "] +package-mode = false readme = "README.md" [tool.poetry.dependencies] python = "^3.10" flask = "^3.1.0" flask-pydantic = "^0.12.0" -flask-injector = {path = "libs/flask_injector", develop = true} +# flask-injector = {path = "libs/flask_injector", develop = true} pytest = "^8.3.3" flask-openapi3 = {extras = ["swagger"], version = "^4.0.2"} +fast-depends = "^2.4.12" +flask-injector = "^0.15.0" [build-system] diff --git a/flask-dependency-injection-poc/test_app_3_fastdepends.py b/flask-dependency-injection-poc/test_app_3_fastdepends.py new file mode 100644 index 0000000..0f2c739 --- /dev/null +++ b/flask-dependency-injection-poc/test_app_3_fastdepends.py @@ -0,0 +1,38 @@ +import pytest +from fast_depends import dependency_provider, inject, Depends + +from app import WebhookService +from app_3_fastdepends import create_app, get_webhook_service + + +class FakeWebhookService(WebhookService): + def process_webhook(self, payload): + print("Fake processing webhook:", payload) + + +def get_fake_webhook_service(): + return FakeWebhookService() + + +@pytest.fixture +def test_app(): + flask_app = create_app() + + # Override the dependency + dependency_provider.override(get_webhook_service, get_fake_webhook_service) + # or + # dependency_provider.dependency_overrides[original_dependency] = override_dependency + + with flask_app.test_client() as test_client: + yield test_client + + +def test_dependency_overriding(test_app): + res = test_app.get("/exp1") + assert res.status_code == 200, res.data + + +def test_dependency_overriding_exp2(test_app): + # Exp2: Uses Annotated + res = test_app.post("/exp2", json={"payload": {"foo": "bar"}}) + assert res.status_code == 200, res.data