Update to CUDA 12.8.0

[bdice]

This updates to CUDA 12.8.0.

xref: rapidsai/build-planning#139

[bdice]

cuSpatial notebooks are failing:

Testing cuspatial/trajectory_clustering.ipynb
FileNotFoundError ['\x1b[0;31m---------------------------------------------------------------------------\x1b[0m', '\x1b[0;31mFileNotFoundError\x1b[0m                         Traceback (most recent call last)', "Cell \x1b[0;32mIn[3], line 1\x1b[0m\n\x1b[0;32m----> 1\x1b[0m \x1b[38;5;28;01mwith\x1b[39;00m \x1b[38;5;28;43mopen\x1b[39;49m\x1b[43m(\x1b[49m\x1b[38;5;124;43m'\x1b[39;49m\x1b[38;5;124;43mtrajectories_extracted.p\x1b[39;49m\x1b[38;5;124;43m'\x1b[39;49m\x1b[43m,\x1b[49m\x1b[43m \x1b[49m\x1b[38;5;124;43m'\x1b[39;49m\x1b[38;5;124;43mrb\x1b[39;49m\x1b[38;5;124;43m'\x1b[39;49m\x1b[43m)\x1b[49m \x1b[38;5;28;01mas\x1b[39;00m f:\n\x1b[1;32m      2\x1b[0m     trajectories \x1b[38;5;241m=\x1b[39m pickle\x1b[38;5;241m.\x1b[39mload(f)\n", 'File \x1b[0;32m/opt/conda/lib/python3.11/site-packages/IPython/core/interactiveshell.py:324\x1b[0m, in \x1b[0;36m_modified_open\x1b[0;34m(file, *args, **kwargs)\x1b[0m\n\x1b[1;32m    317\x1b[0m \x1b[38;5;28;01mif\x1b[39;00m file \x1b[38;5;129;01min\x1b[39;00m {\x1b[38;5;241m0\x1b[39m, \x1b[38;5;241m1\x1b[39m, \x1b[38;5;241m2\x1b[39m}:\n\x1b[1;32m    318\x1b[0m     \x1b[38;5;28;01mraise\x1b[39;00m \x1b[38;5;167;01mValueError\x1b[39;00m(\n\x1b[1;32m    319\x1b[0m         \x1b[38;5;124mf\x1b[39m\x1b[38;5;124m"\x1b[39m\x1b[38;5;124mIPython won\x1b[39m\x1b[38;5;124m\'\x1b[39m\x1b[38;5;124mt let you open fd=\x1b[39m\x1b[38;5;132;01m{\x1b[39;00mfile\x1b[38;5;132;01m}\x1b[39;00m\x1b[38;5;124m by default \x1b[39m\x1b[38;5;124m"\x1b[39m\n\x1b[1;32m    320\x1b[0m         \x1b[38;5;124m"\x1b[39m\x1b[38;5;124mas it is likely to crash IPython. If you know what you are doing, \x1b[39m\x1b[38;5;124m"\x1b[39m\n\x1b[1;32m    321\x1b[0m         \x1b[38;5;124m"\x1b[39m\x1b[38;5;124myou can use builtins\x1b[39m\x1b[38;5;124m\'\x1b[39m\x1b[38;5;124m open.\x1b[39m\x1b[38;5;124m"\x1b[39m\n\x1b[1;32m    322\x1b[0m     )\n\x1b[0;32m--> 324\x1b[0m \x1b[38;5;28;01mreturn\x1b[39;00m \x1b[43mio_open\x1b[49m\x1b[43m(\x1b[49m\x1b[43mfile\x1b[49m\x1b[43m,\x1b[49m\x1b[43m \x1b[49m\x1b[38;5;241;43m*\x1b[39;49m\x1b[43margs\x1b[49m\x1b[43m,\x1b[49m\x1b[43m \x1b[49m\x1b[38;5;241;43m*\x1b[39;49m\x1b[38;5;241;43m*\x1b[39;49m\x1b[43mkwargs\x1b[49m\x1b[43m)\x1b[49m\n', "\x1b[0;31mFileNotFoundError\x1b[0m: [Errno 2] No such file or directory: 'trajectories_extracted.p'"]
NameError ['\x1b[0;31m---------------------------------------------------------------------------\x1b[0m', '\x1b[0;31mNameError\x1b[0m                                 Traceback (most recent call last)', "Cell \x1b[0;32mIn[5], line 2\x1b[0m\n\x1b[1;32m      1\x1b[0m \x1b[38;5;28mprint\x1b[39m(\x1b[38;5;124m'\x1b[39m\x1b[38;5;124mFiltering based on number of points ...\x1b[39m\x1b[38;5;124m'\x1b[39m)\n\x1b[0;32m----> 2\x1b[0m trajectories \x1b[38;5;241m=\x1b[39m traj_filter_num_points(\x1b[43mtrajectories\x1b[49m, num_min\x1b[38;5;241m=\x1b[39m\x1b[38;5;241m30\x1b[39m)\n\x1b[1;32m      3\x1b[0m \x1b[38;5;28mprint\x1b[39m(\x1b[38;5;124mf\x1b[39m\x1b[38;5;124m'\x1b[39m\x1b[38;5;132;01m{\x1b[39;00m\x1b[38;5;28mlen\x1b[39m(trajectories)\x1b[38;5;132;01m}\x1b[39;00m\x1b[38;5;124m left after filtering based on number of points\x1b[39m\x1b[38;5;124m'\x1b[39m)\n\x1b[1;32m      5\x1b[0m trajectories \x1b[38;5;241m=\x1b[39m [traj_coord_to_image_coord(\n\x1b[1;32m      6\x1b[0m     trajectory) \x1b[38;5;28;01mfor\x1b[39;00m trajectory \x1b[38;5;129;01min\x1b[39;00m trajectories]\n", "\x1b[0;31mNameError\x1b[0m: name 'trajectories' is not defined"]
NameError ['\x1b[0;31m---------------------------------------------------------------------------\x1b[0m', '\x1b[0;31mNameError\x1b[0m                                 Traceback (most recent call last)', "Cell \x1b[0;32mIn[6], line 6\x1b[0m\n\x1b[1;32m      4\x1b[0m plt\x1b[38;5;241m.\x1b[39mfigure(figsize\x1b[38;5;241m=\x1b[39m(\x1b[38;5;241m15\x1b[39m, \x1b[38;5;241m15\x1b[39m))\n\x1b[1;32m      5\x1b[0m plt\x1b[38;5;241m.\x1b[39mimshow(bg_image)\n\x1b[0;32m----> 6\x1b[0m lc \x1b[38;5;241m=\x1b[39m LineCollection(\x1b[43mtrajectories\x1b[49m, color\x1b[38;5;241m=\x1b[39m\x1b[38;5;124m'\x1b[39m\x1b[38;5;124mb\x1b[39m\x1b[38;5;124m'\x1b[39m)\n\x1b[1;32m      7\x1b[0m plt\x1b[38;5;241m.\x1b[39mgca()\x1b[38;5;241m.\x1b[39madd_collection(lc)\n", "\x1b[0;31mNameError\x1b[0m: name 'trajectories' is not defined"]
NameError ['\x1b[0;31m---------------------------------------------------------------------------\x1b[0m', '\x1b[0;31mNameError\x1b[0m                                 Traceback (most recent call last)', 'Cell \x1b[0;32mIn[8], line 6\x1b[0m\n\x1b[1;32m      1\x1b[0m start \x1b[38;5;241m=\x1b[39m time\x1b[38;5;241m.\x1b[39mtime()\n\x1b[1;32m      3\x1b[0m \x1b[38;5;66;03m# Prepare data for GPU\x1b[39;00m\n\x1b[1;32m      4\x1b[0m \x1b[38;5;66;03m# Concatenating all trajectories\x1b[39;00m\n\x1b[1;32m      5\x1b[0m trajs \x1b[38;5;241m=\x1b[39m cp\x1b[38;5;241m.\x1b[39mconcatenate([cp\x1b[38;5;241m.\x1b[39masarray(traj)\n\x1b[0;32m----> 6\x1b[0m                        \x1b[38;5;28;01mfor\x1b[39;00m traj \x1b[38;5;129;01min\x1b[39;00m \x1b[43mtrajectories\x1b[49m], axis\x1b[38;5;241m=\x1b[39m\x1b[38;5;241m0\x1b[39m)\x1b[38;5;241m.\x1b[39mflatten()\n\x1b[1;32m      8\x1b[0m \x1b[38;5;66;03m# `offset` denote the starting index for each trajectory\x1b[39;00m\n\x1b[1;32m      9\x1b[0m offsets \x1b[38;5;241m=\x1b[39m cp\x1b[38;5;241m.\x1b[39masarray([\x1b[38;5;241m0\x1b[39m] \x1b[38;5;241m+\x1b[39m [\x1b[38;5;28mlen\x1b[39m(traj) \x1b[38;5;28;01mfor\x1b[39;00m traj \x1b[38;5;129;01min\x1b[39;00m trajectories])\x1b[38;5;241m.\x1b[39mcumsum()[:\x1b[38;5;241m-\x1b[39m\x1b[38;5;241m1\x1b[39m]\n', "\x1b[0;31mNameError\x1b[0m: name 'trajectories' is not defined"]
NameError ['\x1b[0;31m---------------------------------------------------------------------------\x1b[0m', '\x1b[0;31mNameError\x1b[0m                                 Traceback (most recent call last)', "Cell \x1b[0;32mIn[9], line 3\x1b[0m\n\x1b[1;32m      1\x1b[0m start \x1b[38;5;241m=\x1b[39m time\x1b[38;5;241m.\x1b[39mtime()\n\x1b[1;32m      2\x1b[0m agg \x1b[38;5;241m=\x1b[39m cuml\x1b[38;5;241m.\x1b[39mAgglomerativeClustering(n_clusters\x1b[38;5;241m=\x1b[39m\x1b[38;5;241m10\x1b[39m, linkage\x1b[38;5;241m=\x1b[39m\x1b[38;5;124m'\x1b[39m\x1b[38;5;124msingle\x1b[39m\x1b[38;5;124m'\x1b[39m)\n\x1b[0;32m----> 3\x1b[0m agg_result \x1b[38;5;241m=\x1b[39m agg\x1b[38;5;241m.\x1b[39mfit(\x1b[43mdmatrix\x1b[49m)\n\x1b[1;32m      4\x1b[0m end \x1b[38;5;241m=\x1b[39m time\x1b[38;5;241m.\x1b[39mtime()\n\x1b[1;32m      5\x1b[0m \x1b[38;5;28mprint\x1b[39m(\x1b[38;5;124m'\x1b[39m\x1b[38;5;124mA complete AC search takes:\x1b[39m\x1b[38;5;130;01m\\n\x1b[39;00m\x1b[38;5;124m  \x1b[39m\x1b[38;5;132;01m{0:.3f}\x1b[39;00m\x1b[38;5;124m seconds\x1b[39m\x1b[38;5;124m'\x1b[39m\x1b[38;5;241m.\x1b[39mformat(end \x1b[38;5;241m-\x1b[39m start))\n", "\x1b[0;31mNameError\x1b[0m: name 'dmatrix' is not defined"]
NameError ['\x1b[0;31m---------------------------------------------------------------------------\x1b[0m', '\x1b[0;31mNameError\x1b[0m                                 Traceback (most recent call last)', "Cell \x1b[0;32mIn[10], line 3\x1b[0m\n\x1b[1;32m      1\x1b[0m start \x1b[38;5;241m=\x1b[39m time\x1b[38;5;241m.\x1b[39mtime()\n\x1b[1;32m      2\x1b[0m dbscan \x1b[38;5;241m=\x1b[39m cuml\x1b[38;5;241m.\x1b[39mDBSCAN(eps\x1b[38;5;241m=\x1b[39m\x1b[38;5;241m20\x1b[39m, metric\x1b[38;5;241m=\x1b[39m\x1b[38;5;124m'\x1b[39m\x1b[38;5;124mprecomputed\x1b[39m\x1b[38;5;124m'\x1b[39m, min_samples\x1b[38;5;241m=\x1b[39m\x1b[38;5;241m2\x1b[39m)\n\x1b[0;32m----> 3\x1b[0m dbscan_result \x1b[38;5;241m=\x1b[39m dbscan\x1b[38;5;241m.\x1b[39mfit(\x1b[43mdmatrix\x1b[49m)\n\x1b[1;32m      4\x1b[0m end \x1b[38;5;241m=\x1b[39m time\x1b[38;5;241m.\x1b[39mtime()\n\x1b[1;32m      5\x1b[0m \x1b[38;5;28mprint\x1b[39m(\x1b[38;5;124m'\x1b[39m\x1b[38;5;124mA complete DBSCAN search takes:\x1b[39m\x1b[38;5;130;01m\\n\x1b[39;00m\x1b[38;5;124m  \x1b[39m\x1b[38;5;132;01m{0:.3f}\x1b[39;00m\x1b[38;5;124m seconds\x1b[39m\x1b[38;5;124m'\x1b[39m\x1b[38;5;241m.\x1b[39mformat(end \x1b[38;5;241m-\x1b[39m start))\n", "\x1b[0;31mNameError\x1b[0m: name 'dmatrix' is not defined"]
Completed cuspatial/trajectory_clustering.ipynb with 0 warnings and 6 errors

[bdice]

The cuspatial/trajectory_clustering.ipynb notebook failed on all test jobs twice in a row. I was able to run the cuspatial/trajectory_clustering.ipynb notebook locally with no issues. I am not sure what is going wrong. Perhaps there is a network issue with downloading the dataset? I am going to skip this notebook in b290f94, as the failures are not specific to CUDA 12.8.0.

[bdice]

This notebook failure is also discussed in #726 and #727. Let's merge this PR to fix the CI, which will unblock #727.

[bdice]

/merge