[RELEASE] dask-cuda v24.08

.github/CODEOWNERS

@@ -1,10 +1,14 @@
 #python code owners
 dask_cuda/  @rapidsai/daskcuda-python-codeowners
 
-#build/ops code owners
-.github/           @rapidsai/ops-codeowners
-ci/                @rapidsai/ops-codeowners
-conda/             @rapidsai/ops-codeowners
-**/Dockerfile      @rapidsai/ops-codeowners
-**/.dockerignore   @rapidsai/ops-codeowners
-dependencies.yaml  @rapidsai/ops-codeowners
+#CI code owners
+/.github/                @rapidsai/ci-codeowners
+/ci/                     @rapidsai/ci-codeowners
+/.pre-commit-config.yaml @rapidsai/ci-codeowners
+
+#packaging code owners
+/.devcontainer/    @rapidsai/packaging-codeowners
+/conda/            @rapidsai/packaging-codeowners
+/dependencies.yaml @rapidsai/packaging-codeowners
+/build.sh          @rapidsai/packaging-codeowners
+pyproject.toml     @rapidsai/packaging-codeowners

.github/workflows/build.yaml

@@ -28,7 +28,7 @@ concurrency:
 jobs:
   conda-python-build:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.06
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.08
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -38,7 +38,7 @@ jobs:
     if: github.ref_type == 'branch'
     needs: [conda-python-build]
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.06
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.08
     with:
       arch: "amd64"
       branch: ${{ inputs.branch }}
@@ -51,15 +51,15 @@ jobs:
   upload-conda:
     needs: [conda-python-build]
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-upload-packages.yaml@branch-24.06
+    uses: rapidsai/shared-workflows/.github/workflows/conda-upload-packages.yaml@branch-24.08
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
       date: ${{ inputs.date }}
       sha: ${{ inputs.sha }}
   wheel-build:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.06
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.08
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -72,7 +72,7 @@ jobs:
   wheel-publish:
     needs: wheel-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@branch-24.06
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@branch-24.08
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}

.github/workflows/pr.yaml

@@ -18,26 +18,26 @@ jobs:
       - docs-build
       - wheel-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@branch-24.06
+    uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@branch-24.08
   checks:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/checks.yaml@branch-24.06
+    uses: rapidsai/shared-workflows/.github/workflows/checks.yaml@branch-24.08
   conda-python-build:
     needs: checks
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.06
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.08
     with:
       build_type: pull-request
   conda-python-tests:
     needs: conda-python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.06
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.08
     with:
       build_type: pull-request
   docs-build:
     needs: conda-python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.06
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.08
     with:
       build_type: pull-request
       node_type: "gpu-v100-latest-1"
@@ -46,7 +46,7 @@ jobs:
       run_script: "ci/build_docs.sh"
   wheel-build:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.06
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.08
     with:
       build_type: pull-request
       # Package is pure Python and only ever requires one build.

.github/workflows/test.yaml

@@ -16,7 +16,7 @@ on:
 jobs:
   conda-python-tests:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.06
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.08
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}

.pre-commit-config.yaml

@@ -32,8 +32,12 @@ repos:
                 additional_dependencies: [types-cachetools]
                 args: ["--module=dask_cuda", "--ignore-missing-imports"]
                 pass_filenames: false
+      - repo: https://github.com/rapidsai/pre-commit-hooks
+        rev: v0.3.0
+        hooks:
+            - id: verify-alpha-spec
       - repo: https://github.com/rapidsai/dependency-file-generator
-        rev: v1.8.0
+        rev: v1.13.11
         hooks:
             - id: rapids-dependency-file-generator
               args: ["--clean"]

CHANGELOG.md

@@ -1,3 +1,29 @@
+# dask-cuda 24.08.00 (7 Aug 2024)
+
+## 🐛 Bug Fixes
+
+- Fix partitioning in explicit-comms shuffle ([#1356](https://github.com/rapidsai/dask-cuda/pull/1356)) [@rjzamora](https://github.com/rjzamora)
+- Update cuDF's `assert_eq` import ([#1353](https://github.com/rapidsai/dask-cuda/pull/1353)) [@pentschev](https://github.com/pentschev)
+
+## 🚀 New Features
+
+- Add arguments to enable cuDF spilling and set statistics ([#1362](https://github.com/rapidsai/dask-cuda/pull/1362)) [@pentschev](https://github.com/pentschev)
+- Allow disabling RMM in benchmarks ([#1352](https://github.com/rapidsai/dask-cuda/pull/1352)) [@pentschev](https://github.com/pentschev)
+
+## 🛠️ Improvements
+
+- consolidate cuda_suffixed=false blocks in dependencies.yaml, fix update-version.sh ([#1367](https://github.com/rapidsai/dask-cuda/pull/1367)) [@jameslamb](https://github.com/jameslamb)
+- split up CUDA-suffixed dependencies in dependencies.yaml ([#1364](https://github.com/rapidsai/dask-cuda/pull/1364)) [@jameslamb](https://github.com/jameslamb)
+- Use verify-alpha-spec hook ([#1360](https://github.com/rapidsai/dask-cuda/pull/1360)) [@KyleFromNVIDIA](https://github.com/KyleFromNVIDIA)
+- Use workflow branch 24.08 again ([#1359](https://github.com/rapidsai/dask-cuda/pull/1359)) [@KyleFromNVIDIA](https://github.com/KyleFromNVIDIA)
+- Build and test with CUDA 12.5.1 ([#1357](https://github.com/rapidsai/dask-cuda/pull/1357)) [@KyleFromNVIDIA](https://github.com/KyleFromNVIDIA)
+- Drop `setup.py` ([#1354](https://github.com/rapidsai/dask-cuda/pull/1354)) [@jakirkham](https://github.com/jakirkham)
+- remove .gitattributes ([#1350](https://github.com/rapidsai/dask-cuda/pull/1350)) [@jameslamb](https://github.com/jameslamb)
+- make conda recipe data-loading stricter ([#1349](https://github.com/rapidsai/dask-cuda/pull/1349)) [@jameslamb](https://github.com/jameslamb)
+- Adopt CI/packaging codeowners ([#1347](https://github.com/rapidsai/dask-cuda/pull/1347)) [@bdice](https://github.com/bdice)
+- Remove text builds of documentation ([#1346](https://github.com/rapidsai/dask-cuda/pull/1346)) [@vyasr](https://github.com/vyasr)
+- use rapids-build-backend ([#1343](https://github.com/rapidsai/dask-cuda/pull/1343)) [@jameslamb](https://github.com/jameslamb)
+
 # dask-cuda 24.06.00 (5 Jun 2024)
 
 ## 🐛 Bug Fixes

VERSION

@@ -1 +1 @@
-24.06.00
+24.08.00

ci/build_docs.sh

@@ -7,7 +7,7 @@ rapids-logger "Create test conda environment"
 
 rapids-dependency-file-generator \
     --output conda \
-    --file_key docs \
+    --file-key docs \
     --matrix "cuda=${RAPIDS_CUDA_VERSION%.*};arch=$(arch);py=${RAPIDS_PY_VERSION}" | tee env.yaml
 
 rapids-mamba-retry env create --yes -f env.yaml -n docs
@@ -23,16 +23,14 @@ rapids-mamba-retry install \
     --channel "${PYTHON_CHANNEL}" \
     dask-cuda
 
-export RAPIDS_VERSION_NUMBER="24.06"
+export RAPIDS_VERSION_NUMBER="24.08"
 export RAPIDS_DOCS_DIR="$(mktemp -d)"
 
 rapids-logger "Build Python docs"
 pushd docs
 sphinx-build -b dirhtml ./source _html
-sphinx-build -b text ./source _text
-mkdir -p "${RAPIDS_DOCS_DIR}/dask-cuda/"{html,txt}
+mkdir -p "${RAPIDS_DOCS_DIR}/dask-cuda/"html
 mv _html/* "${RAPIDS_DOCS_DIR}/dask-cuda/html"
-mv _text/* "${RAPIDS_DOCS_DIR}/dask-cuda/txt"
 popd
 
 rapids-upload-docs

ci/build_python.sh

@@ -13,18 +13,12 @@ export CMAKE_GENERATOR=Ninja
 
 rapids-print-env
 
-package_name="dask_cuda"
-
-version=$(rapids-generate-version)
-commit=$(git rev-parse HEAD)
-
-echo "${version}" | tr -d '"' > VERSION
-sed -i "/^__git_commit__/ s/= .*/= \"${commit}\"/g" "${package_name}/_version.py"
+rapids-generate-version > ./VERSION
 
 rapids-logger "Begin py build"
 conda config --set path_conflict prevent
 
-RAPIDS_PACKAGE_VERSION=${version} rapids-conda-retry mambabuild \
+RAPIDS_PACKAGE_VERSION=$(head -1 ./VERSION) rapids-conda-retry mambabuild \
   conda/recipes/dask-cuda
 
 rapids-upload-conda-to-s3 python

ci/build_wheel.sh

@@ -6,22 +6,7 @@ set -euo pipefail
 source rapids-configure-sccache
 source rapids-date-string
 
-version=$(rapids-generate-version)
-commit=$(git rev-parse HEAD)
-
-echo "${version}" | tr -d '"' > VERSION
-sed -i "/^__git_commit__/ s/= .*/= \"${commit}\"/g" "dask_cuda/_version.py"
-
-# For nightlies we want to ensure that we're pulling in alphas as well. The
-# easiest way to do so is to augment the spec with a constraint containing a
-# min alpha version that doesn't affect the version bounds but does allow usage
-# of alpha versions for that dependency without --pre
-alpha_spec=''
-if ! rapids-is-release-build; then
-        alpha_spec=',>=0.0.0a0'
-fi
-
-sed -r -i "s/rapids-dask-dependency==(.*)\"/rapids-dask-dependency==\1${alpha_spec}\"/g" pyproject.toml
+rapids-generate-version > ./VERSION
 
 python -m pip wheel . -w dist -vvv --no-deps --disable-pip-version-check
 

ci/check_style.sh

@@ -8,7 +8,7 @@ rapids-logger "Create checks conda environment"
 
 rapids-dependency-file-generator \
   --output conda \
-  --file_key checks \
+  --file-key checks \
   --matrix "cuda=${RAPIDS_CUDA_VERSION%.*};arch=$(arch);py=${RAPIDS_PY_VERSION}" | tee env.yaml
 
 rapids-mamba-retry env create --yes -f env.yaml -n checks

ci/release/update-version.sh

@@ -36,19 +36,32 @@ function sed_runner() {
 echo "${NEXT_FULL_TAG}" | tr -d '"' > VERSION
 
 # Bump testing dependencies
-sed_runner "s/ucx-py==.*/ucx-py==${NEXT_UCXPY_VERSION}.*/g" dependencies.yaml
-sed_runner "s/ucxx==.*/ucxx==${NEXT_UCXPY_VERSION}.*/g" dependencies.yaml
+sed_runner "s/ucx-py==.*/ucx-py==${NEXT_UCXPY_VERSION}.*,>=0.0.0a0/g" dependencies.yaml
+sed_runner "s/ucxx==.*/ucxx==${NEXT_UCXPY_VERSION}.*,>=0.0.0a0/g" dependencies.yaml
 
 DEPENDENCIES=(
   cudf
   dask-cudf
   kvikio
   rapids-dask-dependency
 )
-for FILE in dependencies.yaml conda/environments/*.yaml; do
-  for DEP in "${DEPENDENCIES[@]}"; do
-    sed_runner "/-.* ${DEP}\(-cu[[:digit:]]\{2\}\)\{0,1\}==/ s/==.*/==${NEXT_SHORT_TAG_PEP440}.*/g" "${FILE}"
+for DEP in "${DEPENDENCIES[@]}"; do
+  for FILE in dependencies.yaml conda/environments/*.yaml; do
+    sed_runner "/-.* ${DEP}\(-cu[[:digit:]]\{2\}\)\{0,1\}==/ s/==.*/==${NEXT_SHORT_TAG_PEP440}.*,>=0.0.0a0/g" "${FILE}"
   done
+  sed_runner "/\"${DEP}==/ s/==.*\"/==${NEXT_SHORT_TAG_PEP440}.*,>=0.0.0a0\"/g" pyproject.toml
+done
+
+UCX_DEPENDENCIES=(
+  distributed-ucxx
+  ucx-py
+  ucxx
+)
+for DEP in "${UCX_DEPENDENCIES[@]}"; do
+  for FILE in dependencies.yaml conda/environments/*.yaml; do
+    sed_runner "/-.* ${DEP}\(-cu[[:digit:]]\{2\}\)\{0,1\}==/ s/==.*/==${NEXT_UCXPY_VERSION}.*,>=0.0.0a0/g" "${FILE}"
+  done
+  sed_runner "/\"${DEP}==/ s/==.*\"/==${NEXT_UCXPY_VERSION}.*,>=0.0.0a0\"/g" pyproject.toml
 done
 
 # CI files

ci/test_python.sh

@@ -8,7 +8,7 @@ set -euo pipefail
 rapids-logger "Generate Python testing dependencies"
 rapids-dependency-file-generator \
   --output conda \
-  --file_key test_python \
+  --file-key test_python \
   --matrix "cuda=${RAPIDS_CUDA_VERSION%.*};arch=$(arch);py=${RAPIDS_PY_VERSION}" | tee env.yaml
 
 rapids-mamba-retry env create --yes -f env.yaml -n test
@@ -99,6 +99,59 @@ python dask_cuda/benchmarks/local_cudf_shuffle.py \
   --runs 1 \
   --backend explicit-comms
 
+DASK_DATAFRAME__QUERY_PLANNING=True \
+python dask_cuda/benchmarks/local_cudf_shuffle.py \
+  --disable-rmm \
+  --partition-size="1 KiB" \
+  -d 0 \
+  --runs 1 \
+  --backend explicit-comms
+
+DASK_DATAFRAME__QUERY_PLANNING=True \
+python dask_cuda/benchmarks/local_cudf_shuffle.py \
+  --disable-rmm-pool \
+  --partition-size="1 KiB" \
+  -d 0 \
+  --runs 1 \
+  --backend explicit-comms
+
+DASK_DATAFRAME__QUERY_PLANNING=True \
+python dask_cuda/benchmarks/local_cudf_shuffle.py \
+  --rmm-pool-size 2GiB \
+  --partition-size="1 KiB" \
+  -d 0 \
+  --runs 1 \
+  --backend explicit-comms
+
+DASK_DATAFRAME__QUERY_PLANNING=True \
+python dask_cuda/benchmarks/local_cudf_shuffle.py \
+  --rmm-pool-size 2GiB \
+  --rmm-maximum-pool-size 4GiB \
+  --partition-size="1 KiB" \
+  -d 0 \
+  --runs 1 \
+  --backend explicit-comms
+
+DASK_DATAFRAME__QUERY_PLANNING=True \
+python dask_cuda/benchmarks/local_cudf_shuffle.py \
+  --rmm-pool-size 2GiB \
+  --rmm-maximum-pool-size 4GiB \
+  --enable-rmm-async \
+  --partition-size="1 KiB" \
+  -d 0 \
+  --runs 1 \
+  --backend explicit-comms
+
+DASK_DATAFRAME__QUERY_PLANNING=True \
+python dask_cuda/benchmarks/local_cudf_shuffle.py \
+  --rmm-pool-size 2GiB \
+  --rmm-maximum-pool-size 4GiB \
+  --enable-rmm-managed \
+  --partition-size="1 KiB" \
+  -d 0 \
+  --runs 1 \
+  --backend explicit-comms
+
 rapids-logger "Run local benchmark (legacy dd)"
 DASK_DATAFRAME__QUERY_PLANNING=False \
 python dask_cuda/benchmarks/local_cudf_shuffle.py \

conda/environments/all_cuda-114_arch-x86_64.yaml

@@ -10,10 +10,10 @@ dependencies:
 - click >=8.1
 - cuda-version=11.4
 - cudatoolkit
-- cudf==24.6.*
-- dask-cudf==24.6.*
-- distributed-ucxx==0.38.*
-- kvikio==24.6.*
+- cudf==24.8.*,>=0.0.0a0
+- dask-cudf==24.8.*,>=0.0.0a0
+- distributed-ucxx==0.39.*,>=0.0.0a0
+- kvikio==24.8.*,>=0.0.0a0
 - numactl-devel-cos7-x86_64
 - numba>=0.57
 - numpy>=1.23,<2.0a0
@@ -24,13 +24,14 @@ dependencies:
 - pytest
 - pytest-cov
 - python>=3.9,<3.12
-- rapids-dask-dependency==24.6.*
+- rapids-build-backend>=0.3.0,<0.4.0dev0
+- rapids-dask-dependency==24.8.*,>=0.0.0a0
 - setuptools>=64.0.0
 - sphinx
 - sphinx-click>=2.7.1
 - sphinx-rtd-theme>=0.5.1
 - ucx-proc=*=gpu
-- ucx-py==0.38.*
-- ucxx==0.38.*
+- ucx-py==0.39.*,>=0.0.0a0
+- ucxx==0.39.*,>=0.0.0a0
 - zict>=2.0.0
 name: all_cuda-114_arch-x86_64