[NIGHTLY] v23.08.00

🔗 Links

• Development Branch
• Compare with main branch

🚨 Breaking Changes

• Change the renumber_sampled_edgelist function behavior. (#3762) @seunghwak
• PLC and Python Support for Sample-Side MFG Creation (#3734) @alexbarghi-nv
• Stop using setup.py in build.sh (#3704) @vyasr
• Refactor edge betweenness centrality (#3672) @jnke2016
• [FIX] Fix the hang in cuGraph Python Uniform Neighbor Sample, Add Logging to Bulk Sampler (#3669) @alexbarghi-nv

🐛 Bug Fixes

• Makes copy of input ddf to work around dropped column names (#3776) @jnke2016
• Change the renumber_sampled_edgelist function behavior. (#3762) @seunghwak
• Fix bug discovered in Jaccard testing (#3758) @ChuckHastings
• fix inconsistent graph properties between the SG and the MG API (#3757) @jnke2016
• Fixes options for --pydevelop to remove unneeded CWD path ("."), restores use of setup.py temporarily for develop builds (#3747) @rlratzel
• Fix sampling call parameters if compiled with -DNO_CUGRAPH_OPS (#3729) @ChuckHastings
• Fix primitive bug discovered in MG edge betweenness centrality testing (#3723) @ChuckHastings
• Reorder dependencies.yaml channels (#3721) @raydouglass
• [BUG] Fix namesapce to default_hash and hash_functions (#3711) @naimnv
• [BUG] Fix Bulk Sampling Test Issue (#3701) @alexbarghi-nv
• Make pylibcugraphops optional imports in cugraph-dgl and -pyg (#3693) @tingyu66
• [FIX] Rename cugraph-ops symbols (refactoring) and update GHA workflows to call pytest via python -m pytest (#3688) @naimnv
• [FIX] Fix the hang in cuGraph Python Uniform Neighbor Sample, Add Logging to Bulk Sampler (#3669) @alexbarghi-nv
• force atlas notebook changes to run in cugraph 23.08 container. (#3656) @acostadon

📖 Documentation

• this fixes github links in cugraph, cugraph-dgl and cugraph-pyg (#3650) @acostadon
• Fix minor typo in README.md (#3636) @akasper
• Created landing spot for centrality and similarity algorithms (#3620) @acostadon

🚀 New Features

• Compute shortest distances between given sets of origins and destinations for large diameter graphs (#3741) @seunghwak
• Update primitive to compute weighted Jaccard, Sorensen and Overlap similarity (#3728) @naimnv
• Add CUDA 12.0 conda environment. (#3725) @bdice
• Renumber utility function for sampling output (#3707) @seunghwak
• Integrate C++ Sampling Source Behavior Updates (#3699) @alexbarghi-nv
• Adds fail_on_nonconvergence option to pagerank to provide pagerank results even on non-convergence (#3639) @rlratzel
• Add Benchmark for Bulk Sampling (#3628) @alexbarghi-nv
• cugraph: Build CUDA 12 packages (#3456) @vyasr

🛠️ Improvements

• Pin dask and distributed for 23.08 release (#3761) @galipremsagar
• Fix build.yaml workflow (#3756) @ajschmidt8
• Support MFG creation on sampling gpus for cugraph dgl (#3742) @VibhuJawa
• PLC and Python Support for Sample-Side MFG Creation (#3734) @alexbarghi-nv
• Switch to new wheel building pipeline (#3731) @vyasr
• Remove RAFT specialization. (#3727) @bdice
• C API for renumbering the samples (#3724) @ChuckHastings
• Only run cugraph conda CI for CUDA 11. (#3713) @bdice
• Promote Datasets to stable and clean-up unit tests (#3712) @nv-rliu
• [BUG] Unsupported graph for similiarity algos (#3710) @jnke2016
• Stop using setup.py in build.sh (#3704) @vyasr
• [WIP] Make edge ids optional (#3702) @VibhuJawa
• Use rapids-cmake testing to run tests in parallel (#3697) @robertmaynard
• Sampling modifications to support PyG and DGL options (#3696) @ChuckHastings
• Include cuCollection public header for hash functions (#3694) @seunghwak
• Refactor edge betweenness centrality (#3672) @jnke2016
• Refactor RMAT (#3662) @jnke2016
• [REVIEW] Optimize bulk sampling (#3661) @VibhuJawa
• Update to CMake 3.26.4 (#3648) @vyasr
• Optimize cugraph-dgl MFG creation (#3646) @VibhuJawa
• use rapids-upload-docs script (#3640) @AyodeAwe
• Fix dependency versions for 23.08 (#3638) @ajschmidt8
• Unpin dask and distributed for development (#3634) @galipremsagar
• Remove documentation build scripts for Jenkins (#3627) @ajschmidt8
• Unpin scikit-build upper bound (#3609) @vyasr
• Implement C++ Edge Betweenness Centrality (#3602) @ChuckHastings