print sccache stats in builds (#6111)

Contributes to rapidsai/build-planning#111

Proposes some small packaging/CI changes, matching similar changes being made across RAPIDS.

* printing `sccache` stats to CI logs
* reducing `pip`'s verbosity in wheel building scripts
* updating to the latest `rapids-dependency-file-generator` (v1.16.0)
* always explicitly specifying `cpp` / `python` in calls to `rapids-upload-wheels-to-s3`

## Notes for Reviewers

This originally also ran wheel builds with `--no-build-isolation`, but I reverted that based on rapidsai/build-planning#108 (comment).

Authors:
  - James Lamb (https://github.com/jameslamb)

Approvers:
  - Bradley Dice (https://github.com/bdice)

URL: #6111

.pre-commit-config.yaml

@@ -77,7 +77,7 @@ repos:
                 python/cuml/cuml/_thirdparty
         - id: verify-alpha-spec
     - repo: https://github.com/rapidsai/dependency-file-generator
-      rev: v1.13.11
+      rev: v1.16.0
       hooks:
           - id: rapids-dependency-file-generator
             args: ["--clean"]

ci/build_cpp.sh

@@ -15,6 +15,10 @@ rapids-print-env
 
 rapids-logger "Begin cpp build"
 
+sccache --zero-stats
+
 RAPIDS_PACKAGE_VERSION=$(rapids-generate-version) rapids-conda-retry mambabuild conda/recipes/libcuml
 
+sccache --show-adv-stats
+
 rapids-upload-conda-to-s3 cpp

ci/build_python.sh

@@ -19,20 +19,28 @@ rapids-logger "Begin py build"
 
 CPP_CHANNEL=$(rapids-download-conda-from-s3 cpp)
 
+sccache --zero-stats
+
 # TODO: Remove `--no-test` flag once importing on a CPU
 # node works correctly
 RAPIDS_PACKAGE_VERSION=$(head -1 ./VERSION) rapids-conda-retry mambabuild \
   --no-test \
   --channel "${CPP_CHANNEL}" \
   conda/recipes/cuml
 
+sccache --show-adv-stats
+
 # Build cuml-cpu only in CUDA 11 jobs since it only depends on python
 # version
 RAPIDS_CUDA_MAJOR="${RAPIDS_CUDA_VERSION%%.*}"
 if [[ ${RAPIDS_CUDA_MAJOR} == "11" ]]; then
+  sccache --zero-stats
+
   RAPIDS_PACKAGE_VERSION=$(head -1 ./VERSION) rapids-conda-retry mambabuild \
   --no-test \
   conda/recipes/cuml-cpu
+
+  sccache --show-adv-stats
 fi
 
 rapids-upload-conda-to-s3 python

ci/build_wheel.sh

@@ -40,14 +40,18 @@ case "${RAPIDS_CUDA_VERSION}" in
     ;;
 esac
 
+sccache --zero-stats
+
 SKBUILD_CMAKE_ARGS="-DDETECT_CONDA_ENV=OFF;-DDISABLE_DEPRECATION_WARNINGS=ON;-DCPM_cumlprims_mg_SOURCE=${GITHUB_WORKSPACE}/cumlprims_mg/;-DUSE_CUVS_WHEEL=ON${EXTRA_CMAKE_ARGS}" \
   python -m pip wheel . \
     -w dist \
-    -vvv \
+    -v \
     --no-deps \
     --disable-pip-version-check
 
+sccache --show-adv-stats
+
 mkdir -p final_dist
 python -m auditwheel repair -w final_dist "${EXCLUDE_ARGS[@]}" dist/*
 
-RAPIDS_PY_WHEEL_NAME="cuml_${RAPIDS_PY_CUDA_SUFFIX}" rapids-upload-wheels-to-s3 final_dist
+RAPIDS_PY_WHEEL_NAME="cuml_${RAPIDS_PY_CUDA_SUFFIX}" rapids-upload-wheels-to-s3 python final_dist

dependencies.yaml

@@ -66,14 +66,14 @@ files:
       - py_version
       - test_cuml
       - test_notebooks
-  py_build:
+  py_build_cuml:
     output: pyproject
     pyproject_dir: python/cuml
     extras:
       table: build-system
     includes:
       - rapids_build_backend
-  py_rapids_build:
+  py_rapids_build_cuml:
     output: pyproject
     pyproject_dir: python/cuml
     extras: