refactor to poetry

Dockerfile

-FROM python:3.10-slim
+FROM matteospanio/poetry:latest
 
 LABEL maintainer="Matteo Spanio"
 
@@ -6,8 +6,8 @@ WORKDIR /app
 
 COPY . ./
 
-RUN pip install --no-cache-dir -r requirements.txt
+RUN poetry install --no-cache --only main
 
 VOLUME [ "/data" ]
 
-CMD ["uvicorn", "src.server:app", "--host", "0.0.0.0", "--port", "80", "--log-config", "config/logger.yaml"]
+CMD ["poetry", "run" "uvicorn", "src.server:app", "--host", "0.0.0.0", "--port", "80", "--log-config", "config/logger.yaml"]

pyproject.toml

+[tool.poetry]
+name = "tape-audio-restoration"
+version = "1.0.1"
+description = "MPAI CAE-ARP Tape Audio Restoration."
+authors = ["Matteo Spanio <dev2@audioinnova.com>", "Nadir Dalla Pozza <nadir.dallapozza@unipd.it>"]
+license = "GPLv3"
+readme = "README.md"
+
+[tool.poetry.dependencies]
+python = ">=3.10,<3.12"
+numpy = "1.23.3"
+mpai-cae-arp = "^0.2.2"
+control = "0.9.3.post2"
+scipy = "^1.10.1"
+fastapi = {extras = ["standard"], version = "^0.95.0"}
+uvicorn = "^0.21.1"
+
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
+
+[tool.poetry.scripts]
+tape-audio-restoration = 'tapeAudioRestoration:main'
\ No newline at end of file

requirements.txt

-anyio==3.6.2
-appdirs==1.4.4
-audioread==3.0.0
-certifi==2022.12.7
-cffi==1.15.1
-charset-normalizer==3.1.0
-click==8.1.3
-contourpy==1.0.7
-control==0.9.3.post2
-cycler==0.11.0
-decorator==5.1.1
-dnspython==2.3.0
-email-validator==1.3.1
-fastapi==0.95.0
-fonttools==4.39.3
-h11==0.14.0
-httpcore==0.16.3
-httptools==0.5.0
-httpx==0.23.3
-idna==3.4
-itsdangerous==2.1.2
-Jinja2==3.1.2
-joblib==1.2.0
-kiwisolver==1.4.4
-lazy_loader==0.2
-librosa==0.10.0.post2
-llvmlite==0.39.1
-MarkupSafe==2.1.2
-matplotlib==3.7.1
-mpai-cae-arp==0.2.0
-msgpack==1.0.5
-numba==0.56.4
-numpy==1.23.3
-orjson==3.8.9
-packaging==23.0
-Pillow==9.5.0
-pooch==1.6.0
-pycparser==2.21
-pydantic==1.10.7
-pyparsing==3.0.9
-python-dateutil==2.8.2
-python-dotenv==1.0.0
-python-multipart==0.0.6
-PyYAML==6.0
-requests==2.28.2
-rfc3986==1.5.0
-scikit-learn==1.2.2
-scipy==1.10.0
-six==1.16.0
-sniffio==1.3.0
-soundfile==0.12.1
-soxr==0.3.4
-starlette==0.26.1
-threadpoolctl==3.1.0
-typing_extensions==4.5.0
-ujson==5.7.0
-urllib3==1.26.15
-uvicorn==0.21.1
-uvloop==0.17.0
-watchfiles==0.19.0
-websockets==11.0