diff --git a/Dockerfile b/Dockerfile index 34abf4059..3ce146451 100644 --- a/Dockerfile +++ b/Dockerfile @@ -22,7 +22,9 @@ RUN pip install poetry==$POETRY_VERSION && \ --without-hashes \ --format constraints.txt \ -o /opt/mlserver/dist/constraints.txt && \ - sed -i 's/\[.*\]//g' /opt/mlserver/dist/constraints.txt + sed -i 's/\[.*\]//g' /opt/mlserver/dist/constraints.txt && \ + sed -i 's/perf-analyzer==2.59.1/perf-analyzer/g' /opt/mlserver/dist/constraints.txt +RUN cat opt/mlserver/dist/constraints.txt FROM 724664234782.dkr.ecr.us-east-1.amazonaws.com/docker.io/library/rockylinux:9.3.20231119-minimal SHELL ["/bin/bash", "-c"] @@ -119,9 +121,17 @@ COPY \ ./hack/activate-env.sh \ ./hack/ -#RUN microdnf remove -y python3.9 glib2-devel python-unversioned-command python3-setuptools-wheel python3-libs libX11 libX11-common libX11-xcb libXext mesa-libGL libXfixes libglvnd-glx libXxf86vm RUN pip install --upgrade certifi tqdm requests urllib3 && pip install --upgrade aiohttp python-multipart starlette RUN microdnf upgrade -y && microdnf clean all -y +RUN pip install --upgrade setuptools +RUN pip install protobuf==4.25.8 +RUN pip install --upgrade transformers==4.53.0 Brotli==1.2.0 keras==3.12.0 starlette==0.49.1 pip +RUN pip install xgboost +RUN pip install Werkzeug==3.1.4 +RUN pip install filelock==3.20.1 +# RUN microdnf remove -y python3.9 glib2-devel python-unversioned-command python3-setuptools-wheel python3-libs libX11 libX11-common libX11-xcb libXext mesa-libGL libXfixes libglvnd-glx libXxf86vm +RUN microdnf remove -y python3.9 glib2-devel python-unversioned-command python3-setuptools-wheel python3-libs +#libX11 libX11-common libX11-xcb libXext libXfixes libglvnd-glx libXxf86vm #Remove force remove rpms since these are dependant on microdnf #RPM uninstall could not find files to uninstall diff --git a/hack/build-image.sh b/hack/build-image.sh index 92ac0ac3f..98a21046b 100755 --- a/hack/build-image.sh +++ b/hack/build-image.sh @@ -3,6 +3,7 @@ set -o nounset set -o errexit set -o pipefail +# set -x ROOT_FOLDER="$(dirname "${0}")/.." 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python-multipart = "*" -h11 = "0.16.0" +h11 = "0.16.*" +werkzeug = "^3.0.6" +keras = "3.*" +filelock = "3.20.1" ## The importlib-resources backport is required to use some ## functionality added in Python 3.10 @@ -116,20 +120,20 @@ httpx-sse = "^0.3.1" [tool.poetry.group.docker.dependencies] protobuf = "3.20.3" -tensorflow = "<2.15" +# tensorflow = "<2.15" #TODO(strive): is this really needed? [tool.poetry.group.all-runtimes] optional = true [tool.poetry.group.all-runtimes.dependencies] mlserver-sklearn = {path = "./runtimes/sklearn", develop = true} -mlserver-xgboost = {path = "./runtimes/xgboost", develop = true} -mlserver-lightgbm = {path = "./runtimes/lightgbm", develop = true} -mlserver-mlflow = {path = "./runtimes/mlflow", develop = true} +# mlserver-xgboost = {path = "./runtimes/xgboost", develop = true} +# mlserver-lightgbm = {path = "./runtimes/lightgbm", develop = true} +# mlserver-mlflow = {path = "./runtimes/mlflow", develop = true} mlserver-huggingface = {path = "./runtimes/huggingface", develop = true} -mlserver-alibi-explain = {path = "./runtimes/alibi-explain", develop = true} -mlserver-alibi-detect = {path = "./runtimes/alibi-detect", develop = true} -mlserver-catboost = {path = "./runtimes/catboost", develop = true} +# mlserver-alibi-explain = {path = "./runtimes/alibi-explain", develop = true} +# mlserver-alibi-detect = {path = "./runtimes/alibi-detect", develop = true} +# mlserver-catboost = {path = "./runtimes/catboost", develop = true} [tool.poetry.group.all-runtimes-dev] optional = true diff --git a/runtimes/alibi-detect/poetry.lock b/runtimes/alibi-detect/poetry.lock index fbc0c37e0..b22322d88 100644 --- a/runtimes/alibi-detect/poetry.lock +++ b/runtimes/alibi-detect/poetry.lock @@ -2002,7 +2002,7 @@ orjson = "*" pandas = "*" protobuf = "*" py-grpc-prometheus = "*" -pydantic = "2.7.1" +pydantic = "2.11.7" pydantic-settings = "2.2.1" python-dotenv = "*" python-multipart = "*" diff --git a/runtimes/alibi-detect/pyproject.toml b/runtimes/alibi-detect/pyproject.toml index 338ee429d..03ea7831f 100644 --- a/runtimes/alibi-detect/pyproject.toml +++ b/runtimes/alibi-detect/pyproject.toml @@ -11,7 +11,7 @@ packages = [{include = "mlserver_alibi_detect"}] python = ">=3.9,<3.12" mlserver = "*" alibi-detect = {extras = ["tensorflow"], version = "*"} -pydantic = "2.7.1" +pydantic = "2.11.7" [tool.poetry.group.dev.dependencies] mlserver = {path 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b/runtimes/sklearn/pyproject.toml index 82d06c0a7..c41500f22 100644 --- a/runtimes/sklearn/pyproject.toml +++ b/runtimes/sklearn/pyproject.toml @@ -8,11 +8,15 @@ readme = "README.md" packages = [{include = "mlserver_sklearn"}] [tool.poetry.dependencies] -python = ">=3.9,<3.12" -scikit-learn = "1.5.0" +python = ">=3.10,<3.12" +scikit-learn = "1.8.0" joblib = "1.4.2" mlserver = "1.6.1" -h11 = "0.16.0" +h11 = "0.16.*" +werkzeug = "3.*" +keras = "3.*" +transformers = "4.52.1" +filelock = "3.20.1" [tool.poetry.group.dev.dependencies] mlserver = {path = "../..", develop = true} diff --git a/runtimes/xgboost/poetry.lock b/runtimes/xgboost/poetry.lock index c7daf13e2..2ee1aadd9 100644 --- a/runtimes/xgboost/poetry.lock +++ b/runtimes/xgboost/poetry.lock @@ -982,7 +982,7 @@ orjson = "*" pandas = "*" protobuf = "*" py-grpc-prometheus = "*" -pydantic = "2.7.1" +pydantic = "2.11.7" pydantic-settings = "2.2.1" python-dotenv = "*" python-multipart = "*" diff --git a/strive-build.sh b/strive-build.sh index 4a596148f..f3e3ed946 100755 --- a/strive-build.sh +++ b/strive-build.sh @@ -1,4 +1,15 @@ +pushd runtimes/huggingface +poetry lock +popd + +pushd runtimes/sklearn +poetry lock +popd + +poetry lock + version=$(sed 's/^__version__ = "\(.*\)"/\1/' ./mlserver/version.py) tag=${version}-sklearn-$(date '+%Y-%m-%d') -./hack/build-image.sh ${version} sklearn +./hack/build-image.sh ${version} sklearn || true podman tag localhost/seldonio/mlserver:${version}-sklearn 724664234782.dkr.ecr.us-east-1.amazonaws.com/library/hardened/seldonio/mlserver:${tag} +podman push 724664234782.dkr.ecr.us-east-1.amazonaws.com/library/hardened/seldonio/mlserver:${tag}