From 0d677e10b970aec222ec04837d0f08f1631b6d4a Mon Sep 17 00:00:00 2001 From: Pablo Orgaz Date: Mon, 6 Nov 2023 14:24:16 +0100 Subject: [PATCH] feat: move torch and transformers to local group (#1172) --- .github/workflows/docker.yml | 1 + Dockerfile.external | 36 ++ Dockerfile => Dockerfile.local | 4 +- poetry.lock | 1075 ++++++++++++++++---------------- pyproject.toml | 10 +- 5 files changed, 566 insertions(+), 560 deletions(-) create mode 100644 Dockerfile.external rename Dockerfile => Dockerfile.local (94%) diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml index 803075f44..259cf5da2 100644 --- a/.github/workflows/docker.yml +++ b/.github/workflows/docker.yml @@ -39,6 +39,7 @@ jobs: uses: docker/build-push-action@v5 with: context: . + file: Dockerfile.external push: true tags: ${{ steps.meta.outputs.tags }} labels: ${{ steps.meta.outputs.labels }} diff --git a/Dockerfile.external b/Dockerfile.external new file mode 100644 index 000000000..292eb38b3 --- /dev/null +++ b/Dockerfile.external @@ -0,0 +1,36 @@ +FROM python:3.11.6-slim-bookworm as base + +# Install poetry +RUN pip install pipx +RUN python3 -m pipx ensurepath +RUN pipx install poetry +ENV PATH="/root/.local/bin:$PATH" + +# https://python-poetry.org/docs/configuration/#virtualenvsin-project +ENV POETRY_VIRTUALENVS_IN_PROJECT=true + +FROM base as dependencies +WORKDIR /home/worker/app +COPY pyproject.toml poetry.lock ./ + +RUN poetry install --with ui + +FROM base as app + +ENV PYTHONUNBUFFERED=1 +ENV PORT=8080 +EXPOSE 8080 + +# Prepare a non-root user +RUN adduser --system worker +WORKDIR /home/worker/app + +RUN mkdir local_data; chown worker local_data +RUN mkdir models; chown worker models +COPY --chown=worker --from=dependencies /home/worker/app/.venv/ .venv +COPY --chown=worker private_gpt/ private_gpt +COPY --chown=worker docs/ docs +COPY --chown=worker *.yaml *.md ./ + +USER worker +ENTRYPOINT .venv/bin/python -m private_gpt \ No newline at end of file diff --git a/Dockerfile b/Dockerfile.local similarity index 94% rename from Dockerfile rename to Dockerfile.local index e9ebd15ca..86f717c90 100644 --- a/Dockerfile +++ b/Dockerfile.local @@ -8,7 +8,7 @@ RUN python3 -m pipx ensurepath RUN pipx install poetry ENV PATH="/root/.local/bin:$PATH" -# Dependencies to build llama-cpp and wget +# Dependencies to build llama-cpp RUN apt update && apt install -y \ libopenblas-dev\ ninja-build\ @@ -23,13 +23,13 @@ FROM base as dependencies WORKDIR /home/worker/app COPY pyproject.toml poetry.lock ./ +RUN poetry install --with local RUN poetry install --with ui FROM base as app ENV PYTHONUNBUFFERED=1 ENV PORT=8080 -ENV PGPT_PROFILES=docker EXPOSE 8080 # Prepare a non-root user diff --git a/poetry.lock b/poetry.lock index 6739a3a18..1c10aec50 100644 --- a/poetry.lock +++ b/poetry.lock @@ -296,17 +296,17 @@ uvloop = ["uvloop (>=0.15.2)"] [[package]] name = "boto3" -version = "1.28.72" +version = "1.28.78" description = "The AWS SDK for Python" optional = false python-versions = ">= 3.7" files = [ - {file = "boto3-1.28.72-py3-none-any.whl", hash = "sha256:73e2b56dcbe1b856274185c908dcb5973b007d62c74b646e6bd2ac09a303983a"}, - {file = "boto3-1.28.72.tar.gz", hash = "sha256:cc7d939cdbb4ad3980274c96c589e95f028f740ac49a3547c8f4aaec6a7a6409"}, + {file = "boto3-1.28.78-py3-none-any.whl", hash = "sha256:ff8df4bb5aeb69acc64959a74b31042bfc52d64ca77dbe845a72c8062c48d179"}, + {file = "boto3-1.28.78.tar.gz", hash = "sha256:aa970b1571321846543a6e615848352fe7621f1cb96b4454e919421924af95f7"}, ] [package.dependencies] -botocore = ">=1.31.72,<1.32.0" +botocore = ">=1.31.78,<1.32.0" jmespath = ">=0.7.1,<2.0.0" s3transfer = ">=0.7.0,<0.8.0" @@ -315,13 +315,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"] [[package]] name = "botocore" -version = "1.31.72" +version = "1.31.78" description = "Low-level, data-driven core of boto 3." optional = false python-versions = ">= 3.7" files = [ - {file = "botocore-1.31.72-py3-none-any.whl", hash = "sha256:1a0f5063a9a5e1ef40907c67778625cf14a8c47c8e09cd2b3f9dc53a8adb52cf"}, - {file = "botocore-1.31.72.tar.gz", hash = "sha256:37763f40c2fcc48114015fe43bbd75ec1aabef48b418e1a5e28cb1c350967260"}, + {file = "botocore-1.31.78-py3-none-any.whl", hash = "sha256:a9ca8deeb3f47a10a25637859fee8d81cac2db37ace819d24471279e44879547"}, + {file = "botocore-1.31.78.tar.gz", hash = "sha256:320c70bc412157813c2cf60217a592b4b345f8e97e4bf3b1ce49b6be69ed8965"}, ] [package.dependencies] @@ -367,101 +367,101 @@ files = [ [[package]] name = "charset-normalizer" -version = "3.3.1" +version = "3.3.2" description = "The Real First Universal Charset Detector. 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(<10.0.0)", "beautifulsoup4", "black (>=23.1,<24.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "isort (>=5.5.4)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "nltk", "onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (>=0.0.241,<=0.0.259)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "tensorflow (>=2.6,<2.15)", "tensorflow-text (<2.15)", "tf2onnx", "timeout-decorator", "tokenizers (>=0.14,<0.15)", "urllib3 (<2.0.0)"] +dev-torch = ["GitPython (<3.1.19)", "Pillow (<10.0.0)", "accelerate (>=0.20.3)", "beautifulsoup4", "black (>=23.1,<24.0)", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "fugashi (>=1.0)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "kenlm", "librosa", "nltk", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "ray[tune]", "rhoknp (>=1.1.0,<1.3.1)", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (>=0.0.241,<=0.0.259)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "timeout-decorator", "timm", "tokenizers (>=0.14,<0.15)", "torch (>=1.10,!=1.12.0)", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"] docs = ["Pillow (<10.0.0)", "accelerate (>=0.20.3)", "av (==9.2.0)", "codecarbon (==1.2.0)", "decord (==0.6.0)", "flax (>=0.4.1,<=0.7.0)", "hf-doc-builder", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf", "pyctcdecode (>=0.4.0)", "ray[tune]", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>=2.6,<2.15)", "tensorflow-text (<2.15)", "tf2onnx", "timm", "tokenizers (>=0.14,<0.15)", "torch (>=1.10,!=1.12.0)", "torchaudio", "torchvision"] docs-specific = ["hf-doc-builder"] -fairscale = ["fairscale (>0.3)"] flax = ["flax (>=0.4.1,<=0.7.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "optax (>=0.0.8,<=0.1.4)"] flax-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"] ftfy = ["ftfy"] @@ -4607,7 +4576,7 @@ serving = ["fastapi", "pydantic (<2)", "starlette", "uvicorn"] sigopt = ["sigopt"] sklearn = ["scikit-learn"] speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"] -testing = ["GitPython (<3.1.19)", "beautifulsoup4", "black (>=23.1,<24.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder (>=0.3.0)", "nltk", "parameterized", "protobuf", "psutil", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "timeout-decorator"] +testing = ["GitPython (<3.1.19)", "beautifulsoup4", "black (>=23.1,<24.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder (>=0.3.0)", "nltk", "parameterized", "protobuf", "psutil", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "tensorboard", "timeout-decorator"] tf = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow (>=2.6,<2.15)", "tensorflow-text (<2.15)", "tf2onnx"] tf-cpu = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow-cpu (>=2.6,<2.15)", "tensorflow-text (<2.15)", "tf2onnx"] tf-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"] @@ -4814,13 +4783,13 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"] [[package]] name = "uvicorn" -version = "0.23.2" +version = "0.24.0.post1" description = "The lightning-fast ASGI server." optional = false python-versions = ">=3.8" files = [ - {file = "uvicorn-0.23.2-py3-none-any.whl", hash = "sha256:1f9be6558f01239d4fdf22ef8126c39cb1ad0addf76c40e760549d2c2f43ab53"}, - {file = "uvicorn-0.23.2.tar.gz", hash = "sha256:4d3cc12d7727ba72b64d12d3cc7743124074c0a69f7b201512fc50c3e3f1569a"}, + {file = "uvicorn-0.24.0.post1-py3-none-any.whl", hash = "sha256:7c84fea70c619d4a710153482c0d230929af7bcf76c7bfa6de151f0a3a80121e"}, + {file = "uvicorn-0.24.0.post1.tar.gz", hash = "sha256:09c8e5a79dc466bdf28dead50093957db184de356fcdc48697bad3bde4c2588e"}, ] [package.dependencies] @@ -5124,13 +5093,13 @@ files = [ [[package]] name = "wheel" -version = "0.41.2" +version = "0.41.3" description = "A built-package format for Python" optional = false python-versions = ">=3.7" files = [ - {file = "wheel-0.41.2-py3-none-any.whl", hash = "sha256:75909db2664838d015e3d9139004ee16711748a52c8f336b52882266540215d8"}, - {file = "wheel-0.41.2.tar.gz", hash = "sha256:0c5ac5ff2afb79ac23ab82bab027a0be7b5dbcf2e54dc50efe4bf507de1f7985"}, + {file = "wheel-0.41.3-py3-none-any.whl", hash = "sha256:488609bc63a29322326e05560731bf7bfea8e48ad646e1f5e40d366607de0942"}, + {file = "wheel-0.41.3.tar.gz", hash = "sha256:4d4987ce51a49370ea65c0bfd2234e8ce80a12780820d9dc462597a6e60d0841"}, ] [package.extras] @@ -5325,4 +5294,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = ">=3.11,<3.12" -content-hash = "28fe3510739b539671c6cf447706c17934c31094f1a860e9e95452d9e63f5a46" +content-hash = "2e11477e0b1a37de6711a1962d37b04f57760ab892815b46d089ae9e63cfd6d7" diff --git a/pyproject.toml b/pyproject.toml index bc1d075bd..371783dc1 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -15,9 +15,6 @@ pypdf = "^3.16.2" llama-index = "0.8.47" chromadb = "^0.4.13" watchdog = "^3.0.0" -transformers = "^4.34.0" -# https://stackoverflow.com/questions/76327419/valueerror-libcublas-so-0-9-not-found-in-the-system-path -torch = ">=2.0.0, !=2.0.1, !=2.1.0" [tool.poetry.group.dev.dependencies] black = "^22" @@ -38,9 +35,12 @@ gradio = "^3.45.2" [tool.poetry.group.local] optional = true [tool.poetry.group.local.dependencies] -sentence-transformers = "^2.2.2" -numpy = "1.26.0" llama-cpp-python = "^0.2.11" +numpy = "1.26.0" +sentence-transformers = "^2.2.2" +# https://stackoverflow.com/questions/76327419/valueerror-libcublas-so-0-9-not-found-in-the-system-path +torch = ">=2.0.0, !=2.0.1, !=2.1.0" +transformers = "^4.34.0" [build-system] requires = ["poetry-core>=1.0.0"]