demo fixed docker file

Dockerfile

@@ -1,21 +1,44 @@
-# read the doc: https://huggingface.co/docs/hub/spaces-sdks-docker
-# you will also find guides on how best to write your Dockerfile
+FROM python:3.8.18
 
-FROM continuumio/miniconda3
-
-RUN apt-get update
-RUN apt-get install sox -y
 
 WORKDIR /code
 
-COPY ./sp.yml /code/sp.yml
-
-RUN conda env create -f sp.yml
-RUN conda activate sp
-# RUN pip install --no-cache-dir torch==1.11.0+cu113 torchvision==0.12.0+cu113 torchaudio==0.11.0 --extra-index-url https://download.pytorch.org/whl/cu113
+# COPY ./requirements.txt /code/requirements.txt
+
+# RUN pip install --upgrade pip
+# RUN pip install --no-cache-dir fairseq
+# RUN pip install  --require-hashes --no-cache-dir -r /code/requirements.txt
+# RUN pip install --no-cache-dir gradio
+# RUN apt-get update
+# RUN apt-get install sox wget -y
+
+# RUN pip install --no-cache-dir sox tensorboard
+# RUN python3 -m pip install setuptools==59.5.0
+# RUN pip3 install speechbrain resampy sed_eval more-itertools
+# RUN pip install --no-cache-dir "s3prl[all]"
+# RUN pip install hydra hydra-core --no-deps --no-cache-dir
+# RUN pip install ffprobe
+# RUN git clone https://github.com/s3prl/s3prl
+# WORKDIR /code/s3prl
+# RUN python3 setup.py install
+# # Set up a new user named "user" with user ID 1000
+# python version 3.8
+
+# torch wheel file install kardo
+RUN wget https://download.pytorch.org/whl/cu111/torch-1.9.0%2Bcu111-cp38-cp38-linux_x86_64.whl
+RUN pip install torch-1.9.0+cu111-cp38-cp38-linux_x86_64.whl
+
+RUN pip install PyYAML==5.4.1
+RUN pip install sklearn==0.0
+RUN pip install fire==0.4.0
+RUN pip install scipy==1.7.1
+RUN pip install fairseq
+RUN pip install s3prl
+RUN pip install omegaconf==2.0.6
+RUN pip install sentencepiece==0.1.96
+RUN pip install gradio
+RUN pip install soundfile
 
-
-# Set up a new user named "user" with user ID 1000
 RUN useradd -m -u 1000 user
 
 # Switch to the "user" user
@@ -27,9 +50,10 @@ ENV HOME=/home/user \
 
 # Set the working directory to the user's home directory
 WORKDIR $HOME/app
-
+# RUN mkdir -p /home/user/.cache/torch/hub
+# RUN wget https://github.com/s3prl/s3prl/archive/master.zip -O /home/user/.cache/torch/hub/master.zip
+# RUN unzip /home/user/.cache/torch/hub/master.zip -d /home/user/.cache/torch/hub/
 # Copy the current directory contents into the container at $HOME/app setting the owner to the user
 COPY --chown=user . $HOME/app
-ENV TZ=India/Kolkata
 
 CMD ["python3", "app.py"]

Dockerfile-back

@@ -0,0 +1,37 @@
+# read the doc: https://huggingface.co/docs/hub/spaces-sdks-docker
+# you will also find guides on how best to write your Dockerfile
+
+FROM continuumio/miniconda3
+
+RUN apt-get update
+RUN apt-get install sox -y
+
+WORKDIR /code
+
+COPY ./sp.yml /code/sp.yml
+
+RUN conda update -n base -c defaults conda
+RUN python3 -m pip install python-dev-tools --user --upgrade
+RUN conda env create -f sp.yml
+RUN conda activate sp
+# RUN pip install --no-cache-dir torch==1.11.0+cu113 torchvision==0.12.0+cu113 torchaudio==0.11.0 --extra-index-url https://download.pytorch.org/whl/cu113
+
+
+# Set up a new user named "user" with user ID 1000
+RUN useradd -m -u 1000 user
+
+# Switch to the "user" user
+USER user
+
+# Set home to the user's home directory
+ENV HOME=/home/user \
+    PATH=/home/user/.local/bin:$PATH
+
+# Set the working directory to the user's home directory
+WORKDIR $HOME/app
+
+# Copy the current directory contents into the container at $HOME/app setting the owner to the user
+COPY --chown=user . $HOME/app
+ENV TZ=India/Kolkata
+
+CMD ["python3", "app.py"]

requirements-back.txt

@@ -0,0 +1,170 @@
+absl-py==2.1.0
+accelerate==0.20.3
+aiofiles==23.2.1
+aiohttp==3.9.3
+aiosignal==1.3.1
+altair==5.2.0
+annotated-types==0.6.0
+antlr4-python3-runtime==4.8
+anyio==4.3.0
+appdirs==1.4.4
+asteroid==0.4.4
+asteroid-filterbanks==0.4.0
+async-timeout==4.0.3
+attrs==23.2.0
+audioread==3.0.1
+beautifulsoup4==4.12.3
+bitarray==2.9.2
+cached-property==1.5.2
+cachetools==5.3.3
+catalyst==22.4
+certifi==2024.2.2
+cffi==1.16.0
+charset-normalizer==3.3.2
+click==8.1.7
+colorama==0.4.6
+contourpy==1.1.1
+cycler==0.12.1
+Cython==3.0.9
+dcase-util==0.2.20
+docker-pycreds==0.4.0
+dtw-python==1.1.6
+easydict==1.13
+editdistance==0.8.1
+einops==0.7.0
+exceptiongroup==1.2.0
+fairseq==0.12.2
+fastapi==0.110.0
+ffmpy==0.3.2
+ffprobe==0.5
+filelock==3.13.1
+fire==0.4.0
+fonttools==4.49.0
+frozenlist==1.4.1
+fsspec==2024.2.0
+future==1.0.0
+gdown==5.1.0
+gitdb==4.0.11
+GitPython==3.1.42
+google-auth==2.28.2
+google-auth-oauthlib==1.0.0
+gradio==4.24.0
+gradio_client==0.14.0
+grpcio==1.62.1
+h11==0.14.0
+h5py==3.10.0
+httpcore==1.0.5
+httpx==0.27.0
+huggingface-hub==0.21.4
+Hydra==2.5
+hydra-core==1.0.7
+hydra-slayer==0.5.0
+HyperPyYAML==1.2.2
+idna==3.6
+importlib_resources==6.3.0
+intervaltree==3.1.0
+ipywidgets==8.1.2
+Jinja2==3.1.3
+joblib==1.3.2
+jsonschema==4.21.1
+jsonschema-specifications==2023.12.1
+julius==0.2.7
+jupyterlab_widgets==3.0.10
+kaldi-io==0.9.8
+kiwisolver==1.4.5
+lazy_loader==0.3
+librosa==0.10.1
+lightning-utilities==0.10.1
+llvmlite==0.41.1
+lxml==5.1.0
+Markdown==3.6
+markdown-it-py==3.0.0
+MarkupSafe==2.1.5
+matplotlib==3.7.5
+mdurl==0.1.2
+mir-eval==0.7
+more-itertools==10.2.0
+mpmath==1.3.0
+msgpack==1.0.8
+multidict==6.0.5
+networkx==3.1
+nltk==3.8.1
+normalise==0.1.8
+numba==0.58.1
+numpy==1.22.4
+oauthlib==3.2.2
+orjson==3.10.0
+pandas==2.0.3
+pb-bss-eval==0.0.2
+pesq==0.0.4
+pillow==10.2.0
+pkgutil_resolve_name==1.3.10
+pooch==1.8.1
+portalocker==2.8.2
+protobuf==3.20.3
+pyasn1==0.5.1
+pyasn1-modules==0.3.0
+pycparser==2.21
+pydantic==2.6.4
+pydantic_core==2.16.3
+pydot-ng==2.0.0
+pydub==0.25.1
+pyparsing==3.1.2
+pysndfx==0.3.6
+PySocks==1.7.1
+pystoi==0.4.1
+python-magic==0.4.27
+python-multipart==0.0.9
+pytorch-lightning==1.8.6
+pytorch-ranger==0.1.1
+pytz==2024.1
+PyYAML==6.0.1
+referencing==0.34.0
+regex==2023.12.25
+requests==2.31.0
+requests-oauthlib==1.4.0
+resampy==0.4.3
+rich==13.7.1
+roman==4.1
+rpds-py==0.18.0
+rsa==4.9
+ruamel.yaml==0.18.6
+ruamel.yaml.clib==0.2.8
+sacrebleu==2.4.1
+safetensors==0.4.2
+scikit-learn==1.3.2
+scipy==1.7.1
+sed-eval==0.2.1
+semantic-version==2.10.0
+sentencepiece==0.1.96
+sentry-sdk==1.42.0
+setproctitle==1.3.3
+shellingham==1.5.4
+sklearn==0.0
+smmap==5.0.1
+sniffio==1.3.1
+sortedcontainers==2.4.0
+soundfile==0.12.1
+soupsieve==2.5
+sox==1.4.1
+soxr==0.3.7
+speechbrain==1.0.0
+termcolor==2.4.0
+threadpoolctl==3.3.0
+tokenizers==0.15.2
+tomlkit==0.12.0
+toolz==0.12.1
+torch==1.9.0
+torch-optimizer==0.3.0
+torch-stoi==0.2.1
+torchaudio==0.9.0
+torchmetrics==1.2.1
+torchvision==0.10.0
+tqdm==4.66.2
+transformers==4.38.2
+triton==2.2.0
+typer==0.11.1
+typing_extensions==4.10.0
+tzdata==2024.1
+urllib3==2.2.1
+utility-helper==0.1.2

requirements.txt

@@ -1,170 +1,49 @@
-absl-py==2.1.0
-accelerate==0.20.3
-aiofiles==23.2.1
-aiohttp==3.9.3
-aiosignal==1.3.1
-altair==5.2.0
-annotated-types==0.6.0
-antlr4-python3-runtime==4.8
-anyio==4.3.0
-appdirs==1.4.4
-asteroid==0.4.4
-asteroid-filterbanks==0.4.0
-async-timeout==4.0.3
-attrs==23.2.0
-audioread==3.0.1
-beautifulsoup4==4.12.3
-bitarray==2.9.2
-cached-property==1.5.2
-cachetools==5.3.3
-catalyst==22.4
-certifi==2024.2.2
-cffi==1.16.0
-charset-normalizer==3.3.2
-click==8.1.7
-colorama==0.4.6
-contourpy==1.1.1
-cycler==0.12.1
-Cython==3.0.9
-dcase-util==0.2.20
-docker-pycreds==0.4.0
-dtw-python==1.1.6
-easydict==1.13
-editdistance==0.8.1
-einops==0.7.0
-exceptiongroup==1.2.0
-fairseq==0.12.2
-fastapi==0.110.0
-ffmpy==0.3.2
-ffprobe==0.5
-filelock==3.13.1
-fire==0.4.0
-fonttools==4.49.0
-frozenlist==1.4.1
-fsspec==2024.2.0
-future==1.0.0
-gdown==5.1.0
-gitdb==4.0.11
-GitPython==3.1.42
-google-auth==2.28.2
-google-auth-oauthlib==1.0.0
-gradio==4.24.0
-gradio_client==0.14.0
-grpcio==1.62.1
-h11==0.14.0
-h5py==3.10.0
-httpcore==1.0.5
-httpx==0.27.0
-huggingface-hub==0.21.4
-Hydra==2.5
-hydra-core==1.0.7
-hydra-slayer==0.5.0
-HyperPyYAML==1.2.2
-idna==3.6
-importlib_resources==6.3.0
-intervaltree==3.1.0
-ipywidgets==8.1.2
-Jinja2==3.1.3
-joblib==1.3.2
-jsonschema==4.21.1
-jsonschema-specifications==2023.12.1
-julius==0.2.7
-jupyterlab_widgets==3.0.10
-kaldi-io==0.9.8
-kiwisolver==1.4.5
-lazy_loader==0.3
-librosa==0.10.1
-lightning-utilities==0.10.1
-llvmlite==0.41.1
-lxml==5.1.0
-Markdown==3.6
-markdown-it-py==3.0.0
-MarkupSafe==2.1.5
-matplotlib==3.7.5
-mdurl==0.1.2
-mir-eval==0.7
-more-itertools==10.2.0
-mpmath==1.3.0
-msgpack==1.0.8
-multidict==6.0.5
-networkx==3.1
-nltk==3.8.1
-normalise==0.1.8
-numba==0.58.1
-numpy==1.22.4
-oauthlib==3.2.2
-orjson==3.10.0
-pandas==2.0.3
-pb-bss-eval==0.0.2
-pesq==0.0.4
-pillow==10.2.0
-pkgutil_resolve_name==1.3.10
-pooch==1.8.1
-portalocker==2.8.2
-protobuf==3.20.3
-pyasn1==0.5.1
-pyasn1-modules==0.3.0
-pycparser==2.21
-pydantic==2.6.4
-pydantic_core==2.16.3
-pydot-ng==2.0.0
-pydub==0.25.1
-pyparsing==3.1.2
-pysndfx==0.3.6
-PySocks==1.7.1
-pystoi==0.4.1
-python-magic==0.4.27
-python-multipart==0.0.9
-pytorch-lightning==1.8.6
-pytorch-ranger==0.1.1
-pytz==2024.1
-PyYAML==6.0.1
-referencing==0.34.0
-regex==2023.12.25
-requests==2.31.0
-requests-oauthlib==1.4.0
-resampy==0.4.3
-rich==13.7.1
-roman==4.1
-rpds-py==0.18.0
-rsa==4.9
-ruamel.yaml==0.18.6
-ruamel.yaml.clib==0.2.8
-sacrebleu==2.4.1
-safetensors==0.4.2
-scikit-learn==1.3.2
-scipy==1.7.1
-sed-eval==0.2.1
-semantic-version==2.10.0
-sentencepiece==0.1.96
-sentry-sdk==1.42.0
-setproctitle==1.3.3
-shellingham==1.5.4
-sklearn==0.0
-smmap==5.0.1
-sniffio==1.3.1
-sortedcontainers==2.4.0
-soundfile==0.12.1
-soupsieve==2.5
-sox==1.4.1
-soxr==0.3.7
-speechbrain==1.0.0
-termcolor==2.4.0
-threadpoolctl==3.3.0
-tokenizers==0.15.2
-tomlkit==0.12.0
-toolz==0.12.1
-torch==1.9.0
-torch-optimizer==0.3.0
-torch-stoi==0.2.1
-torchaudio==0.9.0
-torchmetrics==1.2.1
-torchvision==0.10.0
-tqdm==4.66.2
-transformers==4.38.2
-triton==2.2.0
-typer==0.11.1
-typing_extensions==4.10.0
-tzdata==2024.1
-urllib3==2.2.1
-utility-helper==0.1.2
+scipy==1.7.1 \
+    --hash=sha256:2a0eeaab01258e0870c4022a6cd329aef3b7c6c2b606bd7cf7bb2ba9820ae561 \
+    --hash=sha256:3304bd5bc32e00954ac4b3f4cc382ca8824719bf348aacbec6347337d6b125fe \
+    --hash=sha256:3f52470e0548cdb74fb8ddf06773ffdcca7c97550f903b1c51312ec19243a7f7 \
+    --hash=sha256:4729b41a4cdaf4cd011aeac816b532f990bdf97710cef59149d3e293115cf467 \
+    --hash=sha256:4ee952f39a4a4c7ba775a32b664b1f4b74818548b65f765987adc14bb78f5802 \
+    --hash=sha256:611f9cb459d0707dd8e4de0c96f86e93f61aac7475fcb225e9ec71fecdc5cebf \
+    --hash=sha256:6b47d5fa7ea651054362561a28b1ccc8da9368a39514c1bbf6c0977a1c376764 \
+    --hash=sha256:71cfc96297617eab911e22216e8a8597703202e95636d9406df9af5c2ac99a2b \
+    --hash=sha256:787749110a23502031fb1643c55a2236c99c6b989cca703ea2114d65e21728ef \
+    --hash=sha256:90c07ba5f34f33299a428b0d4fa24c30d2ceba44d63f8385b2b05be460819fcb \
+    --hash=sha256:a496b42dbcd04ea9924f5e92be63af3d8e0f43a274b769bfaca0a297327d54ee \
+    --hash=sha256:bc61e3e5ff92d2f32bb263621d54a9cff5e3f7c420af3d1fa122ce2529de2bd9 \
+    --hash=sha256:c9951e3746b68974125e5e3445008a4163dd6d20ae0bbdae22b38cb8951dc11b \
+    --hash=sha256:d1388fbac9dd591ea630da75c455f4cc637a7ca5ecb31a6b6cef430914749cde \
+    --hash=sha256:d13f31457f2216e5705304d9f28e2826edf75487410a57aa99263fa4ffd792c2 \
+    --hash=sha256:d648aa85dd5074b1ed83008ae987c3fbb53d68af619fce1dee231f4d8bd40e2f \
+    --hash=sha256:da9c6b336e540def0b7fd65603da8abeb306c5fc9a5f4238665cbbb5ff95cf58 \
+    --hash=sha256:e101bceeb9e65a90dadbc5ca31283403a2d4667b9c178db29109750568e8d112 \
+    --hash=sha256:efdd3825d54c58df2cc394366ca4b9166cf940a0ebddeb87b6c10053deb625ea
+fire==0.4.0 \
+    --hash=sha256:c5e2b8763699d1142393a46d0e3e790c5eb2f0706082df8f647878842c216a62
+sklearn==0.0 \
+    --hash=sha256:e23001573aa194b834122d2b9562459bf5ae494a2d59ca6b8aa22c85a44c0e31
+s3prl==0.3.1 \
+    --hash=sha256:e497989b10d4e058b619cf3e7a547820fceb3fe18c14c566427eb7b8c770d62e
+torchaudio==0.9.0 \
+    --hash=sha256:0a387e78eeaf6e0abd36df70e9d8a15d242b49c2507dbd9522568f5d4af5fb96 \
+    --hash=sha256:18763c05cb7d85a08b8ea960e40f6984e9513b02e76f4526d920493c701b0671 \
+    --hash=sha256:48e33bb96b7ff2dc10a778a695429dbd6dfc8c8baa0d7c9b63569cb002bb87cd \
+    --hash=sha256:62fd9393ddbe40aadaabef7595f5bff0057e39f7e519195a010731542815f5a4 \
+    --hash=sha256:76a5b8ea0e4ddafd5b8f24abdf1a6f7afe847d892570da13cf0fc9bceeac437f \
+    --hash=sha256:87520525da10b5f00d3e5e1180db6ee37b1fa305edb2260c7335e0859dbe634e \
+    --hash=sha256:9d3f5d6df7d91676e67a38a448253b74d77da723f8e24bd833ff7ed0f82fa4ef \
+    --hash=sha256:acf0d736a5c1ea6b94adf08b0a31670009b6e78dfe50a1b0bdabf2b0f7895dc0 \
+    --hash=sha256:ad221258fc5d1d446f2c1ce9a1bb54cc05ca2b208491d4eaa5af443f1c0f16a2 \
+    --hash=sha256:ba52ae64611773bec7fc664c29f9ea3e02c9e5c817693726b978ed1bdedd07f2 \
+    --hash=sha256:c6126556d529df73b676e023063388d551be3c0cb2d42a4ff5c4cfd44ef3e012 \
+    --hash=sha256:ef5f0b22646a94f95869001b40ab940468b1ae399d0ffd3bc73d5c43342a013a \
+    --hash=sha256:ef8dc4ab1ec807382a713e71e8493d1985930537c933273e3c0739f02183cedc \
+    --hash=sha256:efb16c593b2a5ada07b180580c7612617e84f4714ce86928ad54baefe71ef29d
+numpy==1.20 \
+    --hash=sha256:b66a6c15d793eda7cdad986e737775aa31b9306d588c14dd0277d2dda5546150
+sentencepiece==0.1.96 \
+    --hash=sha256:a336575463d75d3aac1f7e32470b8998643ccd9a73786bd726f6b0470520b6b4
+six==0.9.0 \
+    --hash=sha256:14fd1ed3dd0e1a46cc53b8fc890b5a3b11737515aeb7f42c3af9f38e8d8975d7
+termcolor==2.4.0 \
+    --hash=sha256:9297c0df9c99445c2412e832e882a7884038a25617c60cea2ad69488d4040d63

sp.yml

@@ -65,7 +65,7 @@ dependencies:
       - aiosignal==1.3.1
       - altair==5.2.0
       - annotated-types==0.6.0
-      - antlr4-python3-runtime==4.9.3
+      - antlr4-python3-runtime==4.8
       - anyio==4.3.0
       - appdirs==1.4.4
       - asteroid==0.4.4
@@ -117,7 +117,7 @@ dependencies:
       - httpx==0.27.0
       - huggingface-hub==0.21.4
       - hydra==2.5
-      - hydra-core==1.3.2
+      - hydra-core<1.1
       - hydra-slayer==0.5.0
       - hyperpyyaml==1.2.2
       - idna==3.6
@@ -165,7 +165,7 @@ dependencies:
       - nvidia-nvjitlink-cu12==12.4.99
       - nvidia-nvtx-cu12==12.1.105
       - oauthlib==3.2.2
-      - omegaconf==2.3.0
+      - omegaconf<2.1
       - orjson==3.10.0
       - pandas==2.0.3
       - pb-bss-eval==0.0.2
@@ -236,12 +236,12 @@ dependencies:
       - tokenizers==0.15.2
       - tomlkit==0.12.0
       - toolz==0.12.1
-      - torch==1.9.0+cu111
+      - torch==1.9.0
       - torch-optimizer==0.3.0
       - torch-stoi==0.2.1
       - torchaudio==0.9.0
       - torchmetrics==1.2.1
-      - torchvision==0.10.0+cu111
+      - torchvision==0.10.0
       - tqdm==4.66.2
       - transformers==4.38.2
       - triton==2.2.0