diff --git a/Dockerfile b/Dockerfile index 3acb39a..1a8a3c0 100644 --- a/Dockerfile +++ b/Dockerfile @@ -1,15 +1,26 @@ -FROM docker.io/tensorflow/tensorflow:2.10.0 +FROM docker.io/library/python:3.10-slim as base -COPY requirements.txt . -RUN pip3 install --upgrade pip==22.2.2 && pip3 list && pip3 install -r requirements.txt \ - && pip3 list - -WORKDIR /root - -# copy the training script inside the container -COPY src/tf_container/train.py /opt/ml/code/train.py - -# define train.py as the script entry point -ENV SAGEMAKER_PROGRAM train.py +# Configure piwheels repo to use pre-compiled numpy wheels for arm +RUN echo -n "[global]\nextra-index-url=https://www.piwheels.org/simple\n" >> /etc/pip.conf +################# +FROM base as builder + +RUN apt-get update && apt-get install -y git && \ + pip3 install poetry==1.2.0 && \ + poetry self add "poetry-dynamic-versioning[plugin]" +ADD . . + +RUN poetry build + +################# +FROM base + +COPY --from=builder dist/*.whl /tmp/ +RUN pip3 install /tmp/*whl + +WORKDIR /tmp +USER 1234 + +ENTRYPOINT ["/usr/local/bin/train"] diff --git a/poetry.lock b/poetry.lock new file mode 100644 index 0000000..e8e06bf --- /dev/null +++ b/poetry.lock @@ -0,0 +1,1924 @@ +[[package]] +name = "absl-py" +version = "1.3.0" +description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py." +category = "main" +optional = false +python-versions = ">=3.6" + +[[package]] +name = "astroid" +version = "2.12.12" +description = "An abstract syntax tree for Python with inference support." +category = "dev" +optional = false +python-versions = ">=3.7.2" + +[package.dependencies] +lazy-object-proxy = ">=1.4.0" +wrapt = {version = ">=1.11,<2", markers = "python_version < \"3.11\""} + +[[package]] +name = "astunparse" +version = "1.6.3" +description = "An AST unparser for Python" +category = "main" +optional = false +python-versions = "*" + +[package.dependencies] +six = ">=1.6.1,<2.0" +wheel = ">=0.23.0,<1.0" + +[[package]] +name = "bcrypt" +version = "4.0.1" +description = "Modern password hashing for your software and your servers" +category = "main" +optional = false +python-versions = ">=3.6" + +[package.extras] +tests = ["pytest (>=3.2.1,!=3.3.0)"] +typecheck = ["mypy"] + +[[package]] +name = "boto3" +version = "1.25.2" +description = "The AWS SDK for Python" +category = "main" +optional = false +python-versions = ">= 3.7" + +[package.dependencies] +botocore = ">=1.28.2,<1.29.0" +jmespath = ">=0.7.1,<2.0.0" +s3transfer = ">=0.6.0,<0.7.0" + +[package.extras] +crt = ["botocore[crt] (>=1.21.0,<2.0a0)"] + +[[package]] +name = "botocore" +version = "1.28.2" +description = "Low-level, data-driven core of boto 3." +category = "main" +optional = false +python-versions = ">= 3.7" + +[package.dependencies] +jmespath = ">=0.7.1,<2.0.0" +python-dateutil = ">=2.1,<3.0.0" +urllib3 = ">=1.25.4,<1.27" + +[package.extras] +crt = ["awscrt (==0.14.0)"] + +[[package]] +name = "cachetools" +version = "5.2.0" +description = "Extensible memoizing collections and decorators" +category = "main" +optional = false +python-versions = "~=3.7" + +[[package]] +name = "certifi" +version = "2022.9.24" +description = "Python package for providing Mozilla's CA Bundle." +category = "main" +optional = false +python-versions = ">=3.6" + +[[package]] +name = "cffi" +version = "1.15.1" +description = "Foreign Function Interface for Python calling C code." +category = "main" +optional = false +python-versions = "*" + +[package.dependencies] +pycparser = "*" + +[[package]] +name = "charset-normalizer" +version = "2.1.1" +description = "The Real First Universal Charset Detector. 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setuptools import setup, find_packages - - -def read(fname): - return open(os.path.join(os.path.dirname(__file__), fname)).read() - - -setup( - name='robocars_sagemaker_container', - version='1.0.0', - - packages=find_packages(where='src', exclude=('test',)), - package_dir={'': 'src'}, - py_modules=[splitext(basename(path))[0] for path in glob('src/*.py')], - - classifiers=[ - 'Programming Language :: Python :: 3.7', - ], - entry_points={ - 'console_scripts': [ - 'train=tf_container.train_entry_point:train', - ] - }, - install_requires=['sagemaker-container-support'], - extras_require={}, -) diff --git a/src/tf_container/__init__.py b/tf_container/__init__.py similarity index 100% rename from src/tf_container/__init__.py rename to tf_container/__init__.py diff --git a/src/tf_container/train.py b/tf_container/train.py similarity index 100% rename from src/tf_container/train.py rename to tf_container/train.py