Put a ceiling on cuda-python (#6131)

This project is incompatible with newer versions of `cuda-python`. This puts ceilings of `<=11.8.3` (CUDA 11) and `<=12.6.0` (CUDA 12) on that library.

Those ceilings should be removed and replaced with `!=` constraints once new releases of `cuda-python` are up that this project is compatible with.

See rapidsai/build-planning#116 for more information.

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

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

URL: #6131

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

@@ -9,7 +9,7 @@ channels:
 dependencies:
 - c-compiler
 - cmake>=3.26.4,!=3.30.0
-- cuda-python>=11.7.1,<12.0a0
+- cuda-python>=11.7.1,<12.0a0,<=11.8.3
 - cuda-version=11.8
 - cudatoolkit
 - cudf==24.12.*,>=0.0.0a0

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

@@ -12,7 +12,7 @@ dependencies:
 - cuda-cudart-dev
 - cuda-nvcc
 - cuda-profiler-api
-- cuda-python>=12.0,<13.0a0
+- cuda-python>=12.0,<13.0a0,<=12.6.0
 - cuda-version=12.5
 - cudf==24.12.*,>=0.0.0a0
 - cupy>=12.0.0

conda/recipes/cuml/meta.yaml

@@ -39,6 +39,7 @@ build:
     - {{ compiler('cuda') }}
     - cuda-cudart-dev
     {% endif %}
+    - cuda-python
 
 requirements:
   build:
@@ -57,10 +58,10 @@ requirements:
     - cuda-version ={{ cuda_version }}
     {% if cuda_major == "11" %}
     - cudatoolkit
-    - cuda-python >=11.7.1,<12.0a0
+    - cuda-python >=11.7.1,<12.0a0,<=11.8.3
     {% else %}
     - cuda-cudart-dev
-    - cuda-python >=12.0,<13.0a0
+    - cuda-python >=12.0,<13.0a0,<=12.6.0
     {% endif %}
     - cudf ={{ minor_version }}
     - cython >=3.0.0
@@ -76,8 +77,10 @@ requirements:
     - {{ pin_compatible('cuda-version', max_pin='x', min_pin='x') }}
     {% if cuda_major == "11" %}
     - cudatoolkit
+    - cuda-python >=11.7.1,<12.0a0,<=11.8.3
     {% else %}
     - cuda-cudart
+    - cuda-python >=12.0,<13.0a0,<=12.6.0
     {% endif %}
     - cudf ={{ minor_version }}
     - cupy >=12.0.0

dependencies.yaml

@@ -198,11 +198,11 @@ dependencies:
           - matrix:
               cuda: "12.*"
             packages:
-              - cuda-python>=12.0,<13.0a0
+              - cuda-python>=12.0,<13.0a0,<=12.6.0
           - matrix:
               cuda: "11.*"
             packages:
-              - cuda-python>=11.7.1,<12.0a0
+              - cuda-python>=11.7.1,<12.0a0,<=11.8.3
           - matrix:
             packages:
               - cuda-python

python/cuml/pyproject.toml

@@ -45,6 +45,8 @@ filterwarnings = [
   "error:::cudf",
   "ignore:[^.]*ABCs[^.]*:DeprecationWarning:patsy[.*]",
   "ignore:(.*)alias(.*):DeprecationWarning:hdbscan[.*]",
+  # https://github.com/rapidsai/build-planning/issues/116
+  "ignore:.*cuda..* module is deprecated.*:DeprecationWarning",
   # TODO: https://github.com/rapidsai/cuml/issues/5878
   "ignore:.*ndarray.scatter_[(max|add)].* is deprecated:DeprecationWarning:cupyx",
   # TODO: https://github.com/rapidsai/cuml/issues/5879