diff --git a/homework_09/README.md b/homework_09/README.md new file mode 100644 index 0000000..9299b4f --- /dev/null +++ b/homework_09/README.md @@ -0,0 +1,17 @@ +# Задание + +В этом домашнем задании предлагается реализовать REST API, занимающегося инференсом некой модели машинного обучения, т.е. поступает набор признаков объекта, на выходе возвращается предсказание модели. В качестве основы проекта предлагается фреймворк FastAPI + +# Запуск + +```bash +poetry install --no-root +poetry run uvicorn app.app:app --host 127.0.0.1 --port 8000 +``` + +# Реализация + +По GET запросу вида `localhost:8000/analysis/` делается анализ текста: считается относительное количество гласных английских букв в строке и отдается в формате JSON: +``` +{"result": } +``` diff --git a/homework_09/app/__init__.py b/homework_09/app/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/homework_09/app/app.py b/homework_09/app/app.py new file mode 100644 index 0000000..5241ef3 --- /dev/null +++ b/homework_09/app/app.py @@ -0,0 +1,19 @@ +from fastapi import FastAPI +from pydantic import BaseModel + +app = FastAPI() + + +class ModelInferenceOutput(BaseModel): + result: float + + +@app.get("/") +def index(): + return {"text": "ML model inference"} + + +@app.get("/analysis/{data}", response_model=ModelInferenceOutput) +def run_model_analysis(data: str): + result = sum(map(data.lower().count, "aeiuyo")) / len(data) + return {"result": result} diff --git a/homework_09/poetry.lock b/homework_09/poetry.lock new file mode 100644 index 0000000..e860166 --- /dev/null +++ b/homework_09/poetry.lock @@ -0,0 +1,311 @@ +# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand. + +[[package]] +name = "annotated-types" +version = "0.7.0" +description = "Reusable constraint types to use with typing.Annotated" +optional = false +python-versions = ">=3.8" +files = [ + {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"}, + {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, +] + +[[package]] +name = "anyio" +version = "4.9.0" +description = "High level compatibility layer for multiple asynchronous event loop implementations" +optional = false +python-versions = ">=3.9" +files = [ + 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