clean: drop aws/sagemaker support

This commit is contained in:
Cyrille Nofficial 2022-10-27 15:36:04 +02:00
parent 44bbe77a5b
commit f6899fa277
5 changed files with 1 additions and 716 deletions

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@ -1,15 +0,0 @@
FROM docker.io/tensorflow/tensorflow:2.6.0-gpu
COPY requirements.txt .
RUN pip3 install --upgrade pip==20.0.2 && 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

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@ -1 +0,0 @@
docker build -t tensorflow:1.8.0-gpu-py3 -f Dockerfile.gpu .

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@ -1,24 +0,0 @@
#!/bin/bash
job_name=$1
if [[ -z ${job_name} ]]
then
echo 'Provide model name'
exit 0
fi
echo 'Creating training job '$1
training_image="117617958416.dkr.ecr.eu-west-1.amazonaws.com/robocars:tensorflow"
iam_role_arn="arn:aws:iam::117617958416:role/robocar-training"
DATA_BUCKET="s3://robocars-cyrilix-learning/input"
DATA_OUTPUT="s3://robocars-cyrilix-learning/output"
aws sagemaker create-training-job \
--training-job-name ${job_name} \
--hyper-parameters '{ "sagemaker_region": "\"eu-west-1\"", "with_slide": "true", "img_height": "120", "img_width": "160" }' \
--algorithm-specification TrainingImage="${training_image}",TrainingInputMode=File \
--role-arn ${iam_role_arn} \
--input-data-config "[{ \"ChannelName\": \"train\", \"DataSource\": { \"S3DataSource\": { \"S3DataType\": \"S3Prefix\", \"S3Uri\": \"${DATA_BUCKET}\", \"S3DataDistributionType\": \"FullyReplicated\" }} }]" \
--output-data-config S3OutputPath=${DATA_OUTPUT} \
--resource-config InstanceType=ml.p2.xlarge,InstanceCount=1,VolumeSizeInGB=1 \
--stopping-condition MaxRuntimeInSeconds=1800

676
poetry.lock generated
View File

@ -30,50 +30,6 @@ python-versions = "*"
six = ">=1.6.1,<2.0" six = ">=1.6.1,<2.0"
wheel = ">=0.23.0,<1.0" 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]] [[package]]
name = "cachetools" name = "cachetools"
version = "5.2.0" version = "5.2.0"
@ -90,17 +46,6 @@ category = "main"
optional = false optional = false
python-versions = ">=3.6" 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]] [[package]]
name = "charset-normalizer" name = "charset-normalizer"
version = "2.1.1" version = "2.1.1"
@ -120,25 +65,6 @@ category = "dev"
optional = false optional = false
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
[[package]]
name = "cryptography"
version = "38.0.1"
description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
category = "main"
optional = false
python-versions = ">=3.6"
[package.dependencies]
cffi = ">=1.12"
[package.extras]
docs = ["sphinx (>=1.6.5,!=1.8.0,!=3.1.0,!=3.1.1)", "sphinx-rtd-theme"]
docstest = ["pyenchant (>=1.6.11)", "sphinxcontrib-spelling (>=4.0.1)", "twine (>=1.12.0)"]
pep8test = ["black", "flake8", "flake8-import-order", "pep8-naming"]
sdist = ["setuptools-rust (>=0.11.4)"]
ssh = ["bcrypt (>=3.1.5)"]
test = ["hypothesis (>=1.11.4,!=3.79.2)", "iso8601", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-subtests", "pytest-xdist", "pytz"]
[[package]] [[package]]
name = "dill" name = "dill"
version = "0.3.6" version = "0.3.6"
@ -174,28 +100,6 @@ category = "main"
optional = false optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
[[package]]
name = "gevent"
version = "22.10.1"
description = "Coroutine-based network library"
category = "main"
optional = false
python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5"
[package.dependencies]
cffi = {version = ">=1.12.2", markers = "platform_python_implementation == \"CPython\" and sys_platform == \"win32\""}
greenlet = {version = ">=1.1.3,<2.0", markers = "platform_python_implementation == \"CPython\""}
setuptools = "*"
"zope.event" = "*"
"zope.interface" = "*"
[package.extras]
dnspython = ["dnspython (>=1.16.0,<2.0)", "idna"]
docs = ["repoze.sphinx.autointerface", "sphinxcontrib-programoutput", "zope.schema"]
monitor = ["psutil (>=5.7.0)"]
recommended = ["backports.socketpair", "cffi (>=1.12.2)", "dnspython (>=1.16.0,<2.0)", "idna", "psutil (>=5.7.0)", "selectors2"]
test = ["backports.socketpair", "cffi (>=1.12.2)", "contextvars (==2.4)", "coverage (>=5.0)", "coveralls (>=1.7.0)", "dnspython (>=1.16.0,<2.0)", "futures", "idna", "mock", "objgraph", "psutil (>=5.7.0)", "requests", "selectors2"]
[[package]] [[package]]
name = "google-auth" name = "google-auth"
version = "2.13.0" version = "2.13.0"
@ -242,17 +146,6 @@ python-versions = "*"
[package.dependencies] [package.dependencies]
six = "*" six = "*"
[[package]]
name = "greenlet"
version = "1.1.3.post0"
description = "Lightweight in-process concurrent programming"
category = "main"
optional = false
python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
[package.extras]
docs = ["Sphinx"]
[[package]] [[package]]
name = "grpcio" name = "grpcio"
version = "1.50.0" version = "1.50.0"
@ -286,14 +179,6 @@ category = "main"
optional = false optional = false
python-versions = ">=3.5" python-versions = ">=3.5"
[[package]]
name = "inotify-simple"
version = "1.2.1"
description = "A simple wrapper around inotify. No fancy bells and whistles, just a literal wrapper with ctypes. Only 127 lines of code!"
category = "main"
optional = false
python-versions = "*"
[[package]] [[package]]
name = "isort" name = "isort"
version = "5.10.1" version = "5.10.1"
@ -308,14 +193,6 @@ pipfile-deprecated-finder = ["pipreqs", "requirementslib"]
plugins = ["setuptools"] plugins = ["setuptools"]
requirements-deprecated-finder = ["pip-api", "pipreqs"] requirements-deprecated-finder = ["pip-api", "pipreqs"]
[[package]]
name = "jmespath"
version = "1.0.1"
description = "JSON Matching Expressions"
category = "main"
optional = false
python-versions = ">=3.7"
[[package]] [[package]]
name = "keras" name = "keras"
version = "2.10.0" version = "2.10.0"
@ -457,26 +334,6 @@ python-versions = ">=3.6"
[package.dependencies] [package.dependencies]
pyparsing = ">=2.0.2,<3.0.5 || >3.0.5" pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
[[package]]
name = "paramiko"
version = "2.11.0"
description = "SSH2 protocol library"
category = "main"
optional = false
python-versions = "*"
[package.dependencies]
bcrypt = ">=3.1.3"
cryptography = ">=2.5"
pynacl = ">=1.0.1"
six = "*"
[package.extras]
all = ["bcrypt (>=3.1.3)", "gssapi (>=1.4.1)", "invoke (>=1.3)", "pyasn1 (>=0.1.7)", "pynacl (>=1.0.1)", "pywin32 (>=2.1.8)"]
ed25519 = ["bcrypt (>=3.1.3)", "pynacl (>=1.0.1)"]
gssapi = ["gssapi (>=1.4.1)", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8)"]
invoke = ["invoke (>=1.3)"]
[[package]] [[package]]
name = "pillow" name = "pillow"
version = "8.4.0" version = "8.4.0"
@ -485,14 +342,6 @@ category = "main"
optional = false optional = false
python-versions = ">=3.6" python-versions = ">=3.6"
[[package]]
name = "pip"
version = "22.3"
description = "The PyPA recommended tool for installing Python packages."
category = "main"
optional = false
python-versions = ">=3.7"
[[package]] [[package]]
name = "platformdirs" name = "platformdirs"
version = "2.5.2" version = "2.5.2"
@ -513,17 +362,6 @@ category = "main"
optional = false optional = false
python-versions = ">=3.5" python-versions = ">=3.5"
[[package]]
name = "psutil"
version = "5.9.3"
description = "Cross-platform lib for process and system monitoring in Python."
category = "main"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
[package.extras]
test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
[[package]] [[package]]
name = "pyasn1" name = "pyasn1"
version = "0.4.8" version = "0.4.8"
@ -543,14 +381,6 @@ python-versions = "*"
[package.dependencies] [package.dependencies]
pyasn1 = ">=0.4.6,<0.5.0" pyasn1 = ">=0.4.6,<0.5.0"
[[package]]
name = "pycparser"
version = "2.21"
description = "C parser in Python"
category = "main"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
[[package]] [[package]]
name = "pylint" name = "pylint"
version = "2.15.5" version = "2.15.5"
@ -573,21 +403,6 @@ tomlkit = ">=0.10.1"
spelling = ["pyenchant (>=3.2,<4.0)"] spelling = ["pyenchant (>=3.2,<4.0)"]
testutils = ["gitpython (>3)"] testutils = ["gitpython (>3)"]
[[package]]
name = "pynacl"
version = "1.5.0"
description = "Python binding to the Networking and Cryptography (NaCl) library"
category = "main"
optional = false
python-versions = ">=3.6"
[package.dependencies]
cffi = ">=1.4.1"
[package.extras]
docs = ["sphinx (>=1.6.5)", "sphinx_rtd_theme"]
tests = ["hypothesis (>=3.27.0)", "pytest (>=3.2.1,!=3.3.0)"]
[[package]] [[package]]
name = "pyparsing" name = "pyparsing"
version = "3.0.9" version = "3.0.9"
@ -599,17 +414,6 @@ python-versions = ">=3.6.8"
[package.extras] [package.extras]
diagrams = ["jinja2", "railroad-diagrams"] diagrams = ["jinja2", "railroad-diagrams"]
[[package]]
name = "python-dateutil"
version = "2.8.2"
description = "Extensions to the standard Python datetime module"
category = "main"
optional = false
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
[package.dependencies]
six = ">=1.5"
[[package]] [[package]]
name = "requests" name = "requests"
version = "2.28.1" version = "2.28.1"
@ -643,17 +447,6 @@ requests = ">=2.0.0"
[package.extras] [package.extras]
rsa = ["oauthlib[signedtoken] (>=3.0.0)"] rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
[[package]]
name = "retrying"
version = "1.3.3"
description = "Retrying"
category = "main"
optional = false
python-versions = "*"
[package.dependencies]
six = ">=1.7.0"
[[package]] [[package]]
name = "rsa" name = "rsa"
version = "4.9" version = "4.9"
@ -665,61 +458,6 @@ python-versions = ">=3.6,<4"
[package.dependencies] [package.dependencies]
pyasn1 = ">=0.1.3" pyasn1 = ">=0.1.3"
[[package]]
name = "s3transfer"
version = "0.6.0"
description = "An Amazon S3 Transfer Manager"
category = "main"
optional = false
python-versions = ">= 3.7"
[package.dependencies]
botocore = ">=1.12.36,<2.0a.0"
[package.extras]
crt = ["botocore[crt] (>=1.20.29,<2.0a.0)"]
[[package]]
name = "sagemaker-training"
version = "4.3.0"
description = "Open source library for creating containers to run on Amazon SageMaker."
category = "main"
optional = false
python-versions = "*"
[package.dependencies]
boto3 = "*"
gevent = "*"
inotify_simple = "1.2.1"
numpy = "*"
paramiko = ">=2.4.2"
pip = "*"
protobuf = ">=3.9.2,<3.20"
psutil = ">=5.6.7"
retrying = ">=1.3.3"
scipy = ">=1.2.2"
six = "*"
werkzeug = ">=0.15.5"
[package.extras]
test = ["black (==22.3.0)", "mock", "pytest (==4.4.1)", "pytest-cov", "sagemaker[local] (<2)", "tox (==3.13.1)"]
[[package]]
name = "scipy"
version = "1.9.3"
description = "Fundamental algorithms for scientific computing in Python"
category = "main"
optional = false
python-versions = ">=3.8"
[package.dependencies]
numpy = ">=1.18.5,<1.26.0"
[package.extras]
dev = ["flake8", "mypy", "pycodestyle", "typing_extensions"]
doc = ["matplotlib (>2)", "numpydoc", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-panels (>=0.5.2)", "sphinx-tabs"]
test = ["asv", "gmpy2", "mpmath", "pytest", "pytest-cov", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
[[package]] [[package]]
name = "setuptools" name = "setuptools"
version = "65.5.0" version = "65.5.0"
@ -930,41 +668,10 @@ category = "main"
optional = false optional = false
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7" python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
[[package]]
name = "zope-event"
version = "4.5.0"
description = "Very basic event publishing system"
category = "main"
optional = false
python-versions = "*"
[package.dependencies]
setuptools = "*"
[package.extras]
docs = ["Sphinx"]
test = ["zope.testrunner"]
[[package]]
name = "zope-interface"
version = "5.5.0"
description = "Interfaces for Python"
category = "main"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
[package.dependencies]
setuptools = "*"
[package.extras]
docs = ["Sphinx", "repoze.sphinx.autointerface"]
test = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
[metadata] [metadata]
lock-version = "1.1" lock-version = "1.1"
python-versions = ">=3.10,<3.11" python-versions = ">=3.10,<3.11"
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[metadata.files] [metadata.files]
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@ -979,37 +686,6 @@ astunparse = [
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View File

@ -9,7 +9,6 @@ packages = [{include = "tf_container"}, {include="tensorflow-stubs"}]
[tool.poetry.dependencies] [tool.poetry.dependencies]
python = ">=3.10,<3.11" python = ">=3.10,<3.11"
sagemaker-training = "^4.2.0"
tensorflow = "^2.10.0" tensorflow = "^2.10.0"
numpy = "^1.23.4" numpy = "^1.23.4"
pillow = "^8.3.2" pillow = "^8.3.2"