Support CUDA 12.0 for pip wheels (#13289)

In addition to switching to the new workflow for building on CUDA 12 images, this PR includes changes to: - Use a CUDA version-specific package name when downloading cudf during dask-cudf testing - Update pyproject dependencies for packages that are either unnecessary in CUDA 12 (ptxcompiler/cubinlinker) or need different names/versions (cuda-python or cupy-cuda11x vs 12x). - Add an upper bound pinning on numpy. numpy 1.24.3 adds some deprecation warnings that cause our test suite to fail. Addressing these is being worked on in parallel. - Ensure that cubinlinker is never imported when it is not available. Authors: - Divye Gala (https://github.com/divyegala) - Vyas Ramasubramani (https://github.com/vyasr) Approvers: - AJ Schmidt (https://github.com/ajschmidt8) - Bradley Dice (https://github.com/bdice) - Vyas Ramasubramani (https://github.com/vyasr) - Peter Andreas Entschev (https://github.com/pentschev) URL: #13289
rapidsai · May 5, 2023 · 72e37e4 · 72e37e4
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commit 72e37e4
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Showing 11 changed files with 37 additions and 27 deletions.
diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
@@ -66,7 +66,7 @@ jobs:
       run_script: "ci/build_docs.sh"
   wheel-build-cudf:
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-build.yml@manylinux_v2
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-build.yml@cuda-120-pip
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -78,7 +78,7 @@ jobs:
   wheel-publish-cudf:
     needs: wheel-build-cudf
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-publish.yml@manylinux_v2
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-publish.yml@cuda-120-pip
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -88,7 +88,7 @@ jobs:
   wheel-build-dask-cudf:
     needs: wheel-publish-cudf
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-pure-build.yml@manylinux_v2
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-pure-build.yml@cuda-120-pip
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -99,7 +99,7 @@ jobs:
   wheel-publish-dask-cudf:
     needs: wheel-build-dask-cudf
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-pure-publish.yml@manylinux_v2
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-pure-publish.yml@cuda-120-pip
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}

diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
@@ -98,7 +98,7 @@ jobs:
   wheel-build-cudf:
     needs: checks
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-build.yml@manylinux_v2
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-build.yml@cuda-120-pip
     with:
       build_type: pull-request
       package-name: cudf
@@ -107,30 +107,28 @@ jobs:
   wheel-tests-cudf:
     needs: wheel-build-cudf
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-test.yml@manylinux_v2
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-test.yml@cuda-120-pip
     with:
       build_type: pull-request
       package-name: cudf
-      # Install cupy-cuda11x for arm from a special index url
-      test-before-arm64: "python -m pip install 'cupy-cuda11x>=12.0.0' -f https://pip.cupy.dev/aarch64"
       test-unittest: "python -m pytest -n 8 ./python/cudf/cudf/tests"
       test-smoketest: "python ./ci/wheel_smoke_test_cudf.py"
   wheel-build-dask-cudf:
     needs: wheel-tests-cudf
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-pure-build.yml@manylinux_v2
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-pure-build.yml@cuda-120-pip
     with:
       build_type: pull-request
       package-name: dask_cudf
       package-dir: python/dask_cudf
-      before-wheel: "RAPIDS_PY_WHEEL_NAME=cudf_cu11 rapids-download-wheels-from-s3 ./local-cudf && python -m pip install --no-deps ./local-cudf/cudf*.whl"
+      before-wheel: "RAPIDS_PY_WHEEL_NAME=cudf_${{ '${PIP_CU_VERSION}' }} rapids-download-wheels-from-s3 ./local-cudf && python -m pip install --no-deps ./local-cudf/cudf*.whl"
   wheel-tests-dask-cudf:
     needs: wheel-build-dask-cudf
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-pure-test.yml@manylinux_v2
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-pure-test.yml@cuda-120-pip
     with:
       build_type: pull-request
       package-name: dask_cudf
       # Install the cudf we just built, and also test against latest dask/distributed/dask-cuda.
-      test-before: "RAPIDS_PY_WHEEL_NAME=cudf_cu11 rapids-download-wheels-from-s3 ./local-cudf-dep && python -m pip install --no-deps ./local-cudf-dep/cudf*.whl && pip install git+https://github.com/dask/[email protected] git+https://github.com/dask/[email protected] git+https://github.com/rapidsai/[email protected]"
+      test-before: "RAPIDS_PY_WHEEL_NAME=cudf_${{ '${PIP_CU_VERSION}' }} rapids-download-wheels-from-s3 ./local-cudf-dep && python -m pip install --no-deps ./local-cudf-dep/cudf*.whl && pip install git+https://github.com/dask/[email protected] git+https://github.com/dask/[email protected] git+https://github.com/rapidsai/[email protected]"
       test-unittest: "python -m pytest -n 8 ./python/dask_cudf/dask_cudf/tests"
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
@@ -79,18 +79,17 @@ jobs:
       run_script: "ci/test_notebooks.sh"
   wheel-tests-cudf:
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-test.yml@manylinux_v2
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-test.yml@cuda-120-pip
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
       date: ${{ inputs.date }}
       sha: ${{ inputs.sha }}
       package-name: cudf
-      test-before-arm64: "python -m pip install 'cupy-cuda11x>=12.0.0' -f https://pip.cupy.dev/aarch64"
       test-unittest: "python -m pytest -n 8 ./python/cudf/cudf/tests"
   wheel-tests-dask-cudf:
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-pure-test.yml@manylinux_v2
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-pure-test.yml@cuda-120-pip
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}

diff --git a/ci/release/apply_wheel_modifications.sh b/ci/release/apply_wheel_modifications.sh
@@ -22,3 +22,11 @@ sed -i "s/cubinlinker/cubinlinker${CUDA_SUFFIX}/g" python/cudf/pyproject.toml
 sed -i "s/^name = \"dask_cudf\"/name = \"dask_cudf${CUDA_SUFFIX}\"/g" python/dask_cudf/pyproject.toml
 # Need to provide the == to avoid modifying the URL
 sed -i "s/\"cudf==/\"cudf${CUDA_SUFFIX}==/g" python/dask_cudf/pyproject.toml
+
+if [[ $CUDA_SUFFIX == "-cu12" ]]; then
+    sed -i "s/cuda-python[<=>\.,0-9]*/cuda-python>=12.0,<13.0/g" python/cudf/pyproject.toml
+    sed -i "s/cupy-cuda11x/cupy-cuda12x/g" python/{cudf,dask_cudf}/pyproject.toml
+    sed -i "s/numba[<=>\.,0-9]*/numba>=0.57/g" python/{cudf,dask_cudf}/pyproject.toml
+    sed -i "/ptxcompiler/d" python/cudf/pyproject.toml
+    sed -i "/cubinlinker/d" python/cudf/pyproject.toml
+fi
diff --git a/conda/environments/all_cuda-118_arch-x86_64.yaml b/conda/environments/all_cuda-118_arch-x86_64.yaml
@@ -48,7 +48,7 @@ dependencies:
 - ninja
 - notebook
 - numba>=0.56.4,<0.57
-- numpy>=1.21
+- numpy>=1.21,<1.24
 - numpydoc
 - nvcc_linux-64=11.8
 - nvtx>=0.2.1

diff --git a/conda/recipes/cudf/meta.yaml b/conda/recipes/cudf/meta.yaml
@@ -66,7 +66,7 @@ requirements:
     - pandas >=1.3,<1.6.0dev0
     - cupy >=12.0.0
     - numba >=0.56.4,<0.57
-    - numpy >=1.21
+    - numpy>=1.21,<1.24  # Temporarily upper bound numpy to avoid overflow deprecations
     - {{ pin_compatible('pyarrow', max_pin='x.x.x') }}
     - libcudf {{ version }}
     - fastavro >=0.22.0

diff --git a/dependencies.yaml b/dependencies.yaml
@@ -233,7 +233,7 @@ dependencies:
           # Hard pin the patch version used during the build. This must be kept
           # in sync with the version pinned in get_arrow.cmake.
           - pyarrow==11.0.0.*
-          - numpy>=1.21
+          - numpy>=1.21,<1.24  # Temporarily upper bound numpy to avoid overflow deprecations
   build_python:
     common:
       - output_types: [conda, requirements, pyproject]
@@ -341,7 +341,7 @@ dependencies:
       - output_types: [conda, requirements, pyproject]
         packages:
           - fsspec>=0.6.0
-          - numpy>=1.21
+          - numpy>=1.21,<1.24  # Temporarily upper bound numpy to avoid overflow deprecations
           - pandas>=1.3,<1.6.0dev0
   run_cudf:
     common:
@@ -395,6 +395,7 @@ dependencies:
           - distributed==2023.3.2.1
       - output_types: conda
         packages:
+          - cupy>=12.0.0
           - dask-core==2023.3.2  # dask-core in conda is the actual package & dask is the meta package
       - output_types: pyproject
         packages:

diff --git a/python/cudf/cudf/core/udf/utils.py b/python/cudf/cudf/core/udf/utils.py
@@ -8,7 +8,6 @@
 import cupy as cp
 import llvmlite.binding as ll
 import numpy as np
-from cubinlinker.patch import _numba_version_ok, get_logger, new_patched_linker
 from cuda import cudart
 from numba import cuda, typeof
 from numba.core.datamodel import default_manager, models
@@ -51,9 +50,6 @@
 _cudf_str_dtype = dtype(str)
 
 
-logger = get_logger()
-
-
 JIT_SUPPORTED_TYPES = (
     NUMERIC_TYPES
     | BOOL_TYPES
@@ -460,9 +456,17 @@ def _setup_numba_linker(path):
 def maybe_patch_numba_linker(
     driver_version, runtime_version, ptx_toolkit_version
 ):
+    from cubinlinker.patch import (
+        _numba_version_ok,
+        get_logger,
+        new_patched_linker,
+    )
+
     # Numba thinks cubinlinker is only needed if the driver is older than
     # the ctk, but when PTX files are present, it might also need to patch
     # because those PTX files may newer than the driver as well
+    logger = get_logger()
+
     if (driver_version < ptx_toolkit_version) or (
         driver_version < runtime_version
     ):

diff --git a/python/cudf/pyproject.toml b/python/cudf/pyproject.toml
@@ -6,7 +6,7 @@ requires = [
     "cmake>=3.23.1,!=3.25.0",
     "cython>=0.29,<0.30",
     "ninja",
-    "numpy>=1.21",
+    "numpy>=1.21,<1.24",
     "protoc-wheel",
     "pyarrow==11.0.0.*",
     "rmm==23.6.*",
@@ -32,7 +32,7 @@ dependencies = [
     "cupy-cuda11x>=12.0.0",
     "fsspec>=0.6.0",
     "numba>=0.56.4,<0.57",
-    "numpy>=1.21",
+    "numpy>=1.21,<1.24",
     "nvtx>=0.2.1",
     "packaging",
     "pandas>=1.3,<1.6.0dev0",

diff --git a/python/cudf_kafka/pyproject.toml b/python/cudf_kafka/pyproject.toml
@@ -4,7 +4,7 @@
 
 requires = [
     "cython>=0.29,<0.30",
-    "numpy>=1.21",
+    "numpy>=1.21,<1.24",
     "pyarrow==11.0.0.*",
     "setuptools",
     "wheel",

diff --git a/python/dask_cudf/pyproject.toml b/python/dask_cudf/pyproject.toml
@@ -23,7 +23,7 @@ dependencies = [
     "dask==2023.3.2",
     "distributed==2023.3.2.1",
     "fsspec>=0.6.0",
-    "numpy>=1.21",
+    "numpy>=1.21,<1.24",
     "pandas>=1.3,<1.6.0dev0",
 ] # This list was generated by `rapids-dependency-file-generator`. To make changes, edit ../../dependencies.yaml and run `rapids-dependency-file-generator`.
 classifiers = [