[RELEASE] wholegraph v24.10

.github/workflows/build.yaml

@@ -28,7 +28,7 @@ concurrency:
 jobs:
   cpp-build:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@branch-24.10
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -38,7 +38,7 @@ jobs:
   python-build:
     needs: [cpp-build]
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.10
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -49,7 +49,7 @@ jobs:
     if: github.ref_type == 'branch'
     needs: [python-build]
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.10
     with:
       arch: "amd64"
       branch: ${{ inputs.branch }}
@@ -62,15 +62,15 @@ jobs:
   upload-conda:
     needs: [cpp-build, python-build]
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-upload-packages.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-upload-packages.yaml@branch-24.10
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
       date: ${{ inputs.date }}
       sha: ${{ inputs.sha }}
   wheel-build-pylibwholegraph:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.10
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -80,7 +80,7 @@ jobs:
   wheel-publish-pylibwholegraph:
     needs: wheel-build-pylibwholegraph
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@branch-24.10
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}

.github/workflows/pr.yaml

@@ -21,41 +21,41 @@ jobs:
       - wheel-build-pylibwholegraph
       - wheel-test-pylibwholegraph
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@branch-24.10
   checks:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/checks.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/checks.yaml@branch-24.10
     with:
       enable_check_generated_files: false
   conda-cpp-build:
     needs: checks
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@branch-24.10
     with:
       build_type: pull-request
       node_type: cpu16
   conda-cpp-tests:
     needs: conda-cpp-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@branch-24.10
     with:
       build_type: pull-request
   conda-python-build:
     needs: conda-cpp-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.10
     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-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.10
     with:
       build_type: pull-request
   docs-build:
     needs: conda-python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.10
     with:
       build_type: pull-request
       arch: "amd64"
@@ -64,14 +64,14 @@ jobs:
   wheel-build-pylibwholegraph:
     needs: checks
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.10
     with:
       build_type: pull-request
       script: ci/build_wheel.sh
   wheel-test-pylibwholegraph:
     needs: wheel-build-pylibwholegraph
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.10
     with:
       build_type: pull-request
       script: ci/test_wheel.sh

.github/workflows/test.yaml

@@ -16,23 +16,23 @@ on:
 jobs:
   conda-cpp-tests:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@branch-24.10
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
       date: ${{ inputs.date }}
       sha: ${{ inputs.sha }}
   conda-pytorch-tests:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.10
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
       date: ${{ inputs.date }}
       sha: ${{ inputs.sha }}
   wheel-tests-pylibwholegraph:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.10
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}

.pre-commit-config.yaml

@@ -32,7 +32,7 @@ repos:
         types_or: [c, c++, cuda]
         args: ["-fallback-style=none", "-style=file", "-i"]
   - repo: https://github.com/rapidsai/pre-commit-hooks
-    rev: v0.2.0
+    rev: v0.4.0
     hooks:
       - id: verify-copyright
         files: |

VERSION

@@ -1 +1 @@
-24.08.00
+24.10.00

ci/build_docs.sh

@@ -22,7 +22,7 @@ rapids-print-env
 rapids-logger "Downloading artifacts from previous jobs"
 
 CPP_CHANNEL=$(rapids-download-conda-from-s3 cpp)
-export RAPIDS_VERSION_NUMBER="24.08"
+export RAPIDS_VERSION_NUMBER="24.10"
 export RAPIDS_DOCS_DIR="$(mktemp -d)"
 
 rapids-mamba-retry install \

ci/release/update-version.sh

@@ -26,16 +26,14 @@ CURRENT_MINOR=$(echo $CURRENT_TAG | awk '{split($0, a, "."); print a[2]}')
 CURRENT_PATCH=$(echo $CURRENT_TAG | awk '{split($0, a, "."); print a[3]}')
 CURRENT_SHORT_TAG=${CURRENT_MAJOR}.${CURRENT_MINOR}
 
-#Get <major>.<minor> for next version
+# Get <major>.<minor> for next version
 NEXT_MAJOR=$(echo $NEXT_FULL_TAG | awk '{split($0, a, "."); print a[1]}')
 NEXT_MINOR=$(echo $NEXT_FULL_TAG | awk '{split($0, a, "."); print a[2]}')
 NEXT_SHORT_TAG=${NEXT_MAJOR}.${NEXT_MINOR}
-NEXT_UCX_PY_VERSION="$(curl -sL https://version.gpuci.io/rapids/${NEXT_SHORT_TAG}).*"
 
 # Need to distutils-normalize the versions for some use cases
-CURRENT_SHORT_TAG_PEP440=$(python -c "from setuptools.extern import packaging; print(packaging.version.Version('${CURRENT_SHORT_TAG}'))")
-NEXT_SHORT_TAG_PEP440=$(python -c "from setuptools.extern import packaging; print(packaging.version.Version('${NEXT_SHORT_TAG}'))")
-echo "current is ${CURRENT_SHORT_TAG_PEP440}, next is ${NEXT_SHORT_TAG_PEP440}"
+CURRENT_SHORT_TAG_PEP440=$(python -c "from packaging.version import Version; print(Version('${CURRENT_SHORT_TAG}'))")
+NEXT_SHORT_TAG_PEP440=$(python -c "from packaging.version import Version; print(Version('${NEXT_SHORT_TAG}'))")
 
 echo "Preparing release $CURRENT_TAG => $NEXT_FULL_TAG"
 
@@ -68,17 +66,16 @@ DEPENDENCIES=(
 )
 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}
+    sed_runner "/-.* ${DEP}\(-cu[[:digit:]]\{2\}\)\{0,1\}==/ s/==.*/==${NEXT_SHORT_TAG_PEP440}.*,>=0.0.0a0/g" "${FILE}"
   done
   for FILE in python/**/pyproject.toml; do
-    sed_runner "/\"${DEP}\(-cu[[:digit:]]\{2\}\)\{0,1\}==/ s/==.*\"/==${NEXT_SHORT_TAG_PEP440}.*,>=0.0.0a0\"/g" ${FILE}
+    sed_runner "/\"${DEP}\(-cu[[:digit:]]\{2\}\)\{0,1\}==/ s/==.*\"/==${NEXT_SHORT_TAG_PEP440}.*,>=0.0.0a0\"/g" "${FILE}"
   done
 done
 
 # Doxyfile update
 sed_runner "/^PROJECT_NUMBER/ s|=.*|= ${NEXT_SHORT_TAG}|" cpp/Doxyfile
 
-
 # CI files
 for FILE in .github/workflows/*.yaml; do
   sed_runner "/shared-workflows/ s/@.*/@branch-${NEXT_SHORT_TAG}/g" "${FILE}"

conda/environments/all_cuda-118_arch-x86_64.yaml

@@ -24,26 +24,26 @@ dependencies:
 - graphviz
 - ipykernel
 - ipython
-- libraft-headers==24.8.*,>=0.0.0a0
-- librmm==24.8.*,>=0.0.0a0
+- libraft-headers==24.10.*,>=0.0.0a0
+- librmm==24.10.*,>=0.0.0a0
 - nanobind>=0.2.0
 - nbsphinx
-- nccl
+- nccl>=2.19
 - ninja
-- numpy>=1.23,<2.0a0
+- numpy>=1.23,<3.0a0
 - numpydoc
 - nvcc_linux-64=11.8
 - pre-commit
 - pydata-sphinx-theme
 - pytest
 - pytest-forked
 - pytest-xdist
-- python>=3.9,<3.12
+- python>=3.10,<3.13
 - pytorch-cuda=11.8
-- pytorch=2.0.0
+- pytorch>=2.0,<2.4.0a0
 - rapids-build-backend>=0.3.0,<0.4.0.dev0
 - recommonmark
-- scikit-build-core>=0.7.0
+- scikit-build-core>=0.10.0
 - sphinx-copybutton
 - sphinx-markdown-tables
 - sphinx<6

conda/environments/all_cuda-125_arch-x86_64.yaml

@@ -26,23 +26,23 @@ dependencies:
 - graphviz
 - ipykernel
 - ipython
-- libraft-headers==24.8.*,>=0.0.0a0
-- librmm==24.8.*,>=0.0.0a0
+- libraft-headers==24.10.*,>=0.0.0a0
+- librmm==24.10.*,>=0.0.0a0
 - nanobind>=0.2.0
 - nbsphinx
-- nccl
+- nccl>=2.19
 - ninja
-- numpy>=1.23,<2.0a0
+- numpy>=1.23,<3.0a0
 - numpydoc
 - pre-commit
 - pydata-sphinx-theme
 - pytest
 - pytest-forked
 - pytest-xdist
-- python>=3.9,<3.12
+- python>=3.10,<3.13
 - rapids-build-backend>=0.3.0,<0.4.0.dev0
 - recommonmark
-- scikit-build-core>=0.7.0
+- scikit-build-core>=0.10.0
 - sphinx-copybutton
 - sphinx-markdown-tables
 - sphinx<6

conda/recipes/libwholegraph/conda_build_config.yaml

@@ -17,7 +17,7 @@ doxygen_version:
   - ">=1.8.11"
 
 nccl_version:
-  - ">=2.9.9"
+  - ">=2.19"
 
 c_stdlib:
   - sysroot

conda/recipes/pylibwholegraph/conda_build_config.yaml

@@ -14,7 +14,7 @@ cmake_version:
   - ">=3.26.4,!=3.30.0"
 
 scikit_build_core_version:
-  - ">=0.7.0"
+  - ">=0.10.0"
 
 c_stdlib:
   - sysroot

conda/recipes/pylibwholegraph/meta.yaml

@@ -75,4 +75,6 @@ requirements:
 
 about:
   home: https://rapids.ai/
+  license: Apache-2.0
+  license_file: ../../../LICENSE
   summary: pylibwholegraph library

cpp/CMakeLists.txt

@@ -14,7 +14,7 @@
 # limitations under the License.
 #=============================================================================
 
-set(RAPIDS_VERSION "24.08")
+set(RAPIDS_VERSION "24.10")
 set(WHOLEGRAPH_VERSION "${RAPIDS_VERSION}.00")
 
 cmake_minimum_required(VERSION 3.23.1 FATAL_ERROR)

cpp/Doxyfile

@@ -38,7 +38,7 @@ PROJECT_NAME           = "WholeGraph C API"
 # could be handy for archiving the generated documentation or if some version
 # control system is used.
 
-PROJECT_NUMBER         = 24.08
+PROJECT_NUMBER         = 24.10
 
 # Using the PROJECT_BRIEF tag one can provide an optional one line description
 # for a project that appears at the top of each page and should give viewer a

cpp/bench/CMakeLists.txt

@@ -1,5 +1,5 @@
 #=============================================================================
-# Copyright (c) 2023, NVIDIA CORPORATION.
+# Copyright (c) 2023-2024, NVIDIA CORPORATION.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -35,7 +35,9 @@ function(ConfigureBench)
             rmm::rmm
             pthread
     )
-
+    if(BUILD_WITH_NVSHMEM)
+        target_compile_definitions(${BENCH_NAME} PRIVATE WITH_NVSHMEM_SUPPORT)
+    endif()
     set_target_properties(
             ${BENCH_NAME}
             PROPERTIES # set target compile options

cpp/bench/common/wholegraph_benchmark.cpp

@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2023, NVIDIA CORPORATION.
+ * Copyright (c) 2023-2024, NVIDIA CORPORATION.
  *
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
@@ -52,6 +52,23 @@ void host_random_init_integer_indices(void* indices,
   }
 }
 
+void host_random_partition(size_t* partition_sizes, size_t total_size, int partition_count)
+{
+  std::default_random_engine random_engine(0);
+  std::uniform_int_distribution<size_t> uniform(90, 100);
+  size_t acc_size   = 0;
+  size_t random_sum = 0;
+  for (int i = 0; i < partition_count; i++) {
+    partition_sizes[i] = (size_t)uniform(random_engine);
+    random_sum += partition_sizes[i];
+  }
+  for (int i = 0; i < partition_count; i++) {
+    partition_sizes[i] = (size_t)((partition_sizes[i] / (double)random_sum) * total_size);
+    acc_size += partition_sizes[i];
+  }
+  partition_sizes[0] += total_size - acc_size;
+}
+
 void MultiProcessMeasurePerformance(std::function<void()> run_fn,
                                     wholememory_comm_t& wm_comm,
                                     const PerformanceMeter& meter,

cpp/bench/common/wholegraph_benchmark.hpp

@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2023, NVIDIA CORPORATION.
+ * Copyright (c) 2023-2024, NVIDIA CORPORATION.
  *
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
@@ -35,6 +35,8 @@ void host_random_init_integer_indices(void* indices,
                                       wholememory_array_description_t indices_desc,
                                       int64_t max_indices);
 
+void host_random_partition(size_t* partition_sizes, size_t total_size, int partition_count);
+
 struct Metric {
   Metric(const std::string& metrics_name,
          const std::string& metrics_unit,