From baf0a8604e496416c2032c17d5c11dbb257f35e2 Mon Sep 17 00:00:00 2001 From: James Lamb Date: Wed, 5 Feb 2025 13:27:44 -0600 Subject: [PATCH 01/10] use 'sagemaker-python-sdk' instead of 'sagemaker' --- source/cloud/aws/sagemaker.md | 2 +- source/examples/rapids-sagemaker-higgs/Dockerfile | 2 +- source/examples/rapids-sagemaker-higgs/notebook.ipynb | 2 +- source/examples/rapids-sagemaker-hpo/Dockerfile | 2 +- 4 files changed, 4 insertions(+), 4 deletions(-) diff --git a/source/cloud/aws/sagemaker.md b/source/cloud/aws/sagemaker.md index 7d1c74cf..bd068dd2 100644 --- a/source/cloud/aws/sagemaker.md +++ b/source/cloud/aws/sagemaker.md @@ -45,7 +45,7 @@ sudo -u ec2-user -i <<'EOF' mamba create -y -n rapids {{ rapids_conda_channels }} {{ rapids_conda_packages }} \ boto3 \ ipykernel \ - sagemaker + 'sagemaker-python-sdk>=2.239.0' conda activate rapids diff --git a/source/examples/rapids-sagemaker-higgs/Dockerfile b/source/examples/rapids-sagemaker-higgs/Dockerfile index a944a503..d76a8ad7 100644 --- a/source/examples/rapids-sagemaker-higgs/Dockerfile +++ b/source/examples/rapids-sagemaker-higgs/Dockerfile @@ -7,7 +7,7 @@ RUN conda install --yes -n base \ cupy \ flask \ protobuf \ - sagemaker + 'sagemaker-python-sdk>=2.239.0' # Copies the training code inside the container COPY rapids-higgs.py /opt/ml/code/rapids-higgs.py diff --git a/source/examples/rapids-sagemaker-higgs/notebook.ipynb b/source/examples/rapids-sagemaker-higgs/notebook.ipynb index 3fd0d567..96fbc6de 100644 --- a/source/examples/rapids-sagemaker-higgs/notebook.ipynb +++ b/source/examples/rapids-sagemaker-higgs/notebook.ipynb @@ -188,7 +188,7 @@ " cupy \\\n", " flask \\\n", " protobuf \\\n", - " sagemaker\n", + " 'sagemaker-python-sdk>=2.239.0'\n", "\n", "# Copies the training code inside the container\n", "COPY rapids-higgs.py /opt/ml/code/rapids-higgs.py\n", diff --git a/source/examples/rapids-sagemaker-hpo/Dockerfile b/source/examples/rapids-sagemaker-hpo/Dockerfile index 99439ff1..976fed19 100644 --- a/source/examples/rapids-sagemaker-hpo/Dockerfile +++ b/source/examples/rapids-sagemaker-hpo/Dockerfile @@ -15,7 +15,7 @@ RUN conda install --yes -n base \ cupy \ flask \ protobuf \ - sagemaker + 'sagemaker-python-sdk>=2.239.0' # path where SageMaker looks for code when container runs in the cloud ENV CLOUD_PATH="/opt/ml/code" From 83d055d8151b656dd31d99fbe3e873d882394b7d Mon Sep 17 00:00:00 2001 From: James Lamb Date: Tue, 11 Feb 2025 12:49:23 -0600 Subject: [PATCH 02/10] update screenshots, versions --- source/cloud/aws/sagemaker.md | 13 ++++++------- source/conf.py | 6 ++++++ ...gemaker-create-lifecycle-configuration.png | Bin 91054 -> 62544 bytes .../sagemaker-create-notebook-instance.png | Bin 150449 -> 170128 bytes 4 files changed, 12 insertions(+), 7 deletions(-) diff --git a/source/cloud/aws/sagemaker.md b/source/cloud/aws/sagemaker.md index bd068dd2..dbf9f032 100644 --- a/source/cloud/aws/sagemaker.md +++ b/source/cloud/aws/sagemaker.md @@ -10,16 +10,15 @@ RAPIDS can be used in a few ways with [AWS SageMaker](https://aws.amazon.com/sag To get started head to [the SageMaker console](https://console.aws.amazon.com/sagemaker/) and create a [new SageMaker Notebook Instance](https://console.aws.amazon.com/sagemaker/home#/notebook-instances/create). -Choose `Notebook > Notebook Instances > Create notebook instance`. +Choose `Applications and IDEs > Notebooks > Create notebook instance`. ### Select your instance If a field is not mentioned below, leave the default values: -- **NOTEBOOK_INSTANCE_NAME** = Name of the notebook instance -- **NOTEBOOK_INSTANCE_TYPE** = Type of notebook instance. Select a RAPIDS-compatible GPU ([see the RAPIDS docs](https://docs.rapids.ai/install#system-req)) as the SageMaker Notebook instance type (e.g., `ml.p3.2xlarge`). -- **PLATFORM_IDENTIFIER** = 'Amazon Linux 2, Jupyter Lab 3' -- **IAM_ROLE** = Create a new role > Create role +- **Notebook instance name** = Name of the notebook instance +- **Notebook instance type** = Type of notebook instance. Select a RAPIDS-compatible GPU ([see the RAPIDS docs](https://docs.rapids.ai/install#system-req)) as the SageMaker Notebook instance type (e.g., `ml.p3.2xlarge`). +- **Platform identifier** = 'Amazon Linux 2, Jupyter Lab 4' ![Screenshot of the create new notebook screen with a ml.p3.2xlarge selected](../../images/sagemaker-create-notebook-instance.png) @@ -29,7 +28,7 @@ If a field is not mentioned below, leave the default values: We can add a RAPIDS conda environment to the set of Jupyter ipython kernels available in our SageMaker notebook instance by installing in a [lifecycle configuration script](https://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html). -Create a new lifecycle configuration (via the 'Additional Options' dropdown). +Create a new lifecycle configuration (via the 'Additional Configuration' dropdown). ![Screenshot of the create lifecycle configuration screen](../../images/sagemaker-create-lifecycle-configuration.png) @@ -42,7 +41,7 @@ set -e sudo -u ec2-user -i <<'EOF' -mamba create -y -n rapids {{ rapids_conda_channels }} {{ rapids_conda_packages }} \ +mamba create -y -n rapids {{ rapids_conda_channels }} {{ rapids_sagemaker_conda_packages }} \ boto3 \ ipykernel \ 'sagemaker-python-sdk>=2.239.0' diff --git a/source/conf.py b/source/conf.py index 29aafb14..36edabe2 100644 --- a/source/conf.py +++ b/source/conf.py @@ -34,6 +34,9 @@ "rapids_conda_packages": f"rapids={stable_version} python=3.12 cuda-version=12.5", "rapids_pip_index": "https://pypi.nvidia.com", "rapids_pip_version": stable_version, + # SageMaker examples need to stay pinned to an older RAPIDS until this is resolved: + # https://github.com/rapidsai/deployment/issues/520 + "rapids_sagemaker_conda_packages": f"rapids={stable_version} python=3.12 cuda-version=12.5", }, "nightly": { "rapids_version": f"{nightly_version}-nightly", @@ -44,6 +47,9 @@ "rapids_conda_packages": f"rapids={nightly_version} python=3.12 cuda-version=12.5", "rapids_pip_index": 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Date: Tue, 11 Feb 2025 19:44:23 -0600 Subject: [PATCH 03/10] fix language, more pins --- source/examples/rapids-sagemaker-hpo/notebook.ipynb | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/source/examples/rapids-sagemaker-hpo/notebook.ipynb b/source/examples/rapids-sagemaker-hpo/notebook.ipynb index 7e36be20..6c7203a2 100644 --- a/source/examples/rapids-sagemaker-hpo/notebook.ipynb +++ b/source/examples/rapids-sagemaker-hpo/notebook.ipynb @@ -779,7 +779,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Next let's append write the remaining pieces of the Dockerfile, namely adding the sagemaker-training-toolkit, flask, dask-ml, and copying our python code." + "Next let's append the remaining pieces of the Dockerfile, namely adding dependencies and our Python code." ] }, { @@ -808,7 +808,7 @@ " cupy \\\n", " flask \\\n", " protobuf \\\n", - " sagemaker\n", + " 'sagemaker-python-sdk>=2.239.0'\n", "\n", "# path where SageMaker looks for code when container runs in the cloud\n", "ENV CLOUD_PATH=\"/opt/ml/code\"\n", @@ -855,7 +855,7 @@ " cupy \\\n", " flask \\\n", " protobuf \\\n", - " sagemaker\n", + " 'sagemaker-python-sdk>=2.239.0'\n", "\n", "# path where SageMaker looks for code when container runs in the cloud\n", "ENV CLOUD_PATH=\"/opt/ml/code\"\n", From a7df5fe03313a658553863ee1e3d41cc6087b4c5 Mon Sep 17 00:00:00 2001 From: James Lamb Date: Tue, 11 Feb 2025 20:03:58 -0600 Subject: [PATCH 04/10] install dask-ml --- source/conf.py | 2 +- .../examples/rapids-sagemaker-hpo/Dockerfile | 27 ------------------- .../rapids-sagemaker-hpo/notebook.ipynb | 3 +++ 3 files changed, 4 insertions(+), 28 deletions(-) delete mode 100644 source/examples/rapids-sagemaker-hpo/Dockerfile diff --git a/source/conf.py b/source/conf.py index 36edabe2..2e7db08d 100644 --- a/source/conf.py +++ b/source/conf.py @@ -39,7 +39,7 @@ "rapids_sagemaker_conda_packages": f"rapids={stable_version} python=3.12 cuda-version=12.5", }, "nightly": { - "rapids_version": f"{nightly_version}-nightly", + "rapids_version": f"{nightly_version}", "rapids_api_docs_version": "nightly", "rapids_container": f"rapidsai/base:{nightly_version + 'a'}-cuda12.5-py3.12", "rapids_notebooks_container": f"rapidsai/notebooks:{nightly_version + 'a'}-cuda12.5-py3.12", diff --git a/source/examples/rapids-sagemaker-hpo/Dockerfile b/source/examples/rapids-sagemaker-hpo/Dockerfile deleted file mode 100644 index 976fed19..00000000 --- a/source/examples/rapids-sagemaker-hpo/Dockerfile +++ /dev/null @@ -1,27 +0,0 @@ -ARG RAPIDS_IMAGE - -FROM $RAPIDS_IMAGE as rapids - -ENV AWS_DATASET_DIRECTORY="10_year" -ENV AWS_ALGORITHM_CHOICE="XGBoost" -ENV AWS_ML_WORKFLOW_CHOICE="multiGPU" -ENV AWS_CV_FOLDS="10" - -# ensure printed output/log-messages retain correct order -ENV PYTHONUNBUFFERED=True - -# install a few more dependencies -RUN conda install --yes -n base \ - cupy \ - flask \ - protobuf \ - 'sagemaker-python-sdk>=2.239.0' - -# path where SageMaker looks for code when container runs in the cloud -ENV CLOUD_PATH="/opt/ml/code" - -# copy our latest [local] code into the container -COPY . $CLOUD_PATH - -WORKDIR $CLOUD_PATH -ENTRYPOINT ["./entrypoint.sh"] diff --git a/source/examples/rapids-sagemaker-hpo/notebook.ipynb b/source/examples/rapids-sagemaker-hpo/notebook.ipynb index 6c7203a2..2243967a 100644 --- a/source/examples/rapids-sagemaker-hpo/notebook.ipynb +++ b/source/examples/rapids-sagemaker-hpo/notebook.ipynb @@ -805,9 +805,12 @@ "\n", "# install a few more dependencies\n", "RUN conda install --yes -n base \\\n", + " {{ rapids_conda_channels }} \\\n", " cupy \\\n", + " dask-ml \\\n", " flask \\\n", " protobuf \\\n", + " rapids-dask-dependency=${{ rapids_version }} \\\n", " 'sagemaker-python-sdk>=2.239.0'\n", "\n", "# path where SageMaker looks for code when container runs in the cloud\n", From f9faddd73d8c080ff4bfbc5b79ac0ded8cbb836d Mon Sep 17 00:00:00 2001 From: James Lamb Date: Tue, 11 Feb 2025 20:28:51 -0600 Subject: [PATCH 05/10] ignore Dockerfile --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index 6f349891..036b3150 100644 --- a/.gitignore +++ b/.gitignore @@ -28,6 +28,7 @@ jupyter_execute/ # files manually written by example code source/examples/rapids-azureml-hpo/Dockerfile +source/examples/rapids-sagemaker-hpo/Dockerfile # exclusions !source/examples/rapids-1brc-single-node/lookup.csv From 47c628c01db5c5e1e65145ab836e5c0188884d0e Mon Sep 17 00:00:00 2001 From: James Lamb Date: Tue, 11 Feb 2025 20:55:47 -0600 Subject: [PATCH 06/10] fix pinned sagemaker example --- source/conf.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/source/conf.py b/source/conf.py index 2e7db08d..f7637e54 100644 --- a/source/conf.py +++ b/source/conf.py @@ -36,7 +36,7 @@ "rapids_pip_version": stable_version, # SageMaker examples need to stay pinned to an older RAPIDS until this is resolved: # https://github.com/rapidsai/deployment/issues/520 - "rapids_sagemaker_conda_packages": f"rapids={stable_version} python=3.12 cuda-version=12.5", + "rapids_sagemaker_conda_packages": "rapids=24.12 python=3.12 cuda-version=12.5", }, "nightly": { "rapids_version": f"{nightly_version}", @@ -49,7 +49,7 @@ "rapids_pip_version": f"{nightly_version}.*,>=0.0.0a0", # SageMaker examples need to stay pinned to an older RAPIDS until this is resolved: # https://github.com/rapidsai/deployment/issues/520 - "rapids_sagemaker_conda_packages": f"rapids={stable_version} python=3.12 cuda-version=12.5", + "rapids_sagemaker_conda_packages": "rapids=24.12 python=3.12 cuda-version=12.5", }, } rapids_version = ( From 40b069add731972d67bebe041b1fbf1d32090208 Mon Sep 17 00:00:00 2001 From: James Lamb Date: Tue, 11 Feb 2025 20:57:27 -0600 Subject: [PATCH 07/10] clearer comment --- source/conf.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/source/conf.py b/source/conf.py index f7637e54..dada031f 100644 --- a/source/conf.py +++ b/source/conf.py @@ -34,7 +34,7 @@ "rapids_conda_packages": f"rapids={stable_version} python=3.12 cuda-version=12.5", "rapids_pip_index": "https://pypi.nvidia.com", "rapids_pip_version": stable_version, - # SageMaker examples need to stay pinned to an older RAPIDS until this is resolved: + # SageMaker Notebook Instance examples need to stay pinned to an older RAPIDS until this is resolved: # https://github.com/rapidsai/deployment/issues/520 "rapids_sagemaker_conda_packages": "rapids=24.12 python=3.12 cuda-version=12.5", }, @@ -47,7 +47,7 @@ "rapids_conda_packages": f"rapids={nightly_version} python=3.12 cuda-version=12.5", "rapids_pip_index": "https://pypi.anaconda.org/rapidsai-wheels-nightly/simple", "rapids_pip_version": f"{nightly_version}.*,>=0.0.0a0", - # SageMaker examples need to stay pinned to an older RAPIDS until this is resolved: + # SageMaker Notebook Instance examples need to stay pinned to an older RAPIDS until this is resolved: # https://github.com/rapidsai/deployment/issues/520 "rapids_sagemaker_conda_packages": "rapids=24.12 python=3.12 cuda-version=12.5", }, From 04a3d254dc5a365b69507250a6e506c29bdb0b37 Mon Sep 17 00:00:00 2001 From: James Lamb Date: Wed, 12 Feb 2025 11:17:58 -0600 Subject: [PATCH 08/10] add note about why RAPIDS is pinned to 24.12 in SageMaker instructions --- source/cloud/aws/sagemaker.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/source/cloud/aws/sagemaker.md b/source/cloud/aws/sagemaker.md index dbf9f032..fc7c349a 100644 --- a/source/cloud/aws/sagemaker.md +++ b/source/cloud/aws/sagemaker.md @@ -53,6 +53,12 @@ echo "kernel install completed" EOF ``` +```{note} +RAPIDS `>24.12` will not be installable on SageMaker Notebook Instances until those instances support +Amazon Linux 2023 or other Linux distributions with GLIBC of at least 2.28. +For more details, see https://github.com/rapidsai/deployment/issues/520. +``` + Set the volume size to at least `15GB`, to accommodate the conda environment. Then launch the instance. From e321733fa9c68361fa2c544164d7aafb8a6e3f38 Mon Sep 17 00:00:00 2001 From: James Lamb Date: Wed, 12 Feb 2025 11:18:55 -0600 Subject: [PATCH 09/10] elevate to warning --- source/cloud/aws/sagemaker.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/source/cloud/aws/sagemaker.md b/source/cloud/aws/sagemaker.md index fc7c349a..c4f66c73 100644 --- a/source/cloud/aws/sagemaker.md +++ b/source/cloud/aws/sagemaker.md @@ -53,7 +53,7 @@ echo "kernel install completed" EOF ``` -```{note} +```{warning} RAPIDS `>24.12` will not be installable on SageMaker Notebook Instances until those instances support Amazon Linux 2023 or other Linux distributions with GLIBC of at least 2.28. For more details, see https://github.com/rapidsai/deployment/issues/520. From a33ca1fc3a8c713f864810b86636373038c3ad53 Mon Sep 17 00:00:00 2001 From: James Lamb Date: Wed, 12 Feb 2025 11:59:41 -0600 Subject: [PATCH 10/10] Update source/cloud/aws/sagemaker.md Co-authored-by: Jacob Tomlinson --- source/cloud/aws/sagemaker.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/source/cloud/aws/sagemaker.md b/source/cloud/aws/sagemaker.md index c4f66c73..fed9d4ec 100644 --- a/source/cloud/aws/sagemaker.md +++ b/source/cloud/aws/sagemaker.md @@ -56,7 +56,7 @@ EOF ```{warning} RAPIDS `>24.12` will not be installable on SageMaker Notebook Instances until those instances support Amazon Linux 2023 or other Linux distributions with GLIBC of at least 2.28. -For more details, see https://github.com/rapidsai/deployment/issues/520. +For more details, see [rapidsai/deployment#520](https://github.com/rapidsai/deployment/issues/520). ``` Set the volume size to at least `15GB`, to accommodate the conda environment.