Merge pull request #192 from rapidsai/migrate_rapids_hpo_azureml

Migrate azure/notebooks/HPO-RAPIDS.ipynb to deployment

extensions/rapids_notebook_files.py

@@ -28,7 +28,7 @@ def walk_files(app, dir, outdir):
                     with open(str(outdir / page.name), "w") as writer:
                         writer.write(
                             re.sub(
-                                r"\{\{.*?\}\}",
+                                r"(?<!\$)\{\{.*?\}\}",
                                 partial(template_func, app),
                                 notebook,
                             )

source/examples/index.md

@@ -13,4 +13,5 @@ rapids-sagemaker-hpo/notebook
 rapids-ec2-mnmg/notebook
 rapids-autoscaling-multi-tenant-kubernetes/notebook
 xgboost-randomforest-gpu-hpo-dask/notebook
+rapids-azureml-hpo/notebook
 ```

source/examples/rapids-azureml-hpo/Dockerfile

@@ -0,0 +1,10 @@
+# Use rapids base image v23.02 with the necessary dependencies
+FROM rapidsai/rapidsai:23.02-cuda11.8-runtime-ubuntu22.04-py3.10
+
+# Update package information and install required packages
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends build-essential fuse && \
+    rm -rf /var/lib/apt/lists/*
+
+# Activate rapids conda environment
+RUN /bin/bash -c "source activate rapids && pip install azureml-mlflow azureml-dataprep"