[NIGHTLY] v24.06.00

🔗 Links

• Development Branch
• Compare with main branch

🚨 Breaking Changes

• Call New replicate_edgelist Function (#4441) @nv-rliu
• Enable FutureWarnings and DeprecationWarnings as errors in cugraph (#4415) @mroeschke
• Distributed Sampling in cuGraph-PyG (#4384) @alexbarghi-nv
• Move edge triangle count to the stable API (#4382) @jnke2016
• Address dask_cudf.read_csv chunksize deprecation (#4379) @mroeschke
• Convert device_memory_resource* to device_async_resource_ref (#4365) @harrism
• Update cugraph-pyg models for PyG 2.5 (#4335) @tingyu66

🐛 Bug Fixes

• Fix Broken cpp_build by Pinning Openmpi Build Ver (24.06) (#4475) @nv-rliu
• [BUG] Pin Test Version of PyTorch to 2.1 to Resolve NCCL Error (#4464) @alexbarghi-nv
• Fix bug in kv_store_t's insertion methods (#4444) @naimnv
• Fix a bug in kv_store_t implementation (#4434) @naimnv
• [FIX] Remove Unintentional Expensive Check from SG Uniform Neighbor Sample (#4421) @alexbarghi-nv
• BFS fix for exec_policy (#4417) @ChuckHastings
• Skip/adjust doctests for deprecations (#4380) @mroeschke
• Address dask_cudf.read_csv chunksize deprecation (#4379) @mroeschke
• Fix bad Leiden result (#4376) @ChuckHastings
• Erdos-Renyi generator had bad logic in thrust calls (#4362) @ChuckHastings
• Change mamba option --force to --yes (#4357) @naimnv
• Fix false C++ HITS test failure on H100 (#4352) @seunghwak
• Bug fix in cugraph::detail::extract_transform_v_froniter_e (#4320) @seunghwak
• Refactor CMakeLists.txt to better express usage requirements (#4309) @robertmaynard
• [BUG] Always Persist Dask DataFrames in cuGraph-DGL Graph Storage (#4296) @alexbarghi-nv
• Fix Bug in MG ego_graph (#4262) @nv-rliu
• [FIX] Remove Unnecessary CUDA Check Causing Deprecation Warning (#4239) @alexbarghi-nv

📖 Documentation

• Fixed links and added c++ docs per issue 4431 (#4435) @acostadon
• first copy of general cugraph tutorial. (#4396) @acostadon
• adding notebook to demo nx_cugraph (#4366) @acostadon
• Update operators.rst (#4339) @raybellwaves
• Removed obsolete methods from rst file (#4331) @acostadon
• Update DGL_support.md (#4327) @raybellwaves
• test sphinx mapping to networkx (#4323) @raybellwaves
• Updates the nx-cugraph README.md with the latest upstream URLs (#4321) @rlratzel
• Fix Table for Synthetic Data notebook (#4311) @nv-rliu
• Fix Docstring for from_dask_cudf_edgelist (#4310) @nv-rliu
• fix PyPI URL in docs (#4282) @jameslamb
• DOC: doc-update-link-for-cugraphops (#4279) @raybellwaves
• Notebook fixes to formulas and outputs (#4272) @acostadon

🚀 New Features

• [FEA] New WholeGraph Feature Store for PyG (#4432) @alexbarghi-nv
• Biased sampling primitive (#4430) @seunghwak
• Distributed Sampling in cuGraph-PyG (#4384) @alexbarghi-nv
• [FEA] Support Seed Retention for Sampling with Renumbering (#4355) @alexbarghi-nv
• Always use a static gtest (#4344) @robertmaynard
• Update GNN sampling post processing functions to optionally consider seed vertices in renumbering (#4329) @seunghwak
• MNMG Approximation Algorithm for the Weighted Matching Problem (#4315) @naimnv
• [FEA] cuGraph GNN NCCL-only Setup and Distributed Sampling (#4278) @alexbarghi-nv

🛠️ Improvements

• Adds benchmark for nx_cugraph.ego_graph (#4451) @rlratzel
• Pin torch version in cugraph-dgl wheel test (#4447) @tingyu66
• Call New replicate_edgelist Function (#4441) @nv-rliu
• Fix MG Betweenness Centrality Test Bug (#4429) @nv-rliu
• Expose graph_view method to count multi edges through C API and PLC (#4426) @ChuckHastings
• Update doxygen comments to specify in,out instead of in/out (#4425) @ChuckHastings
• Enable FutureWarnings and DeprecationWarnings as errors in cugraph (#4415) @mroeschke
• Add MTMG support for Similarity and test for all-pairs Jaccard (#4411) @ChuckHastings
• Update collect_comm to handle value of tuple type (#4410) @naimnv
• Updates SG PropertyGraph and cugraph-service to apply DataFrame.fillna() based on latest cuDF changes (#4408) @rlratzel
• Fix building cugraph with CCCL main (#4404) @trxcllnt
• Update decompress_to_edgelist to handle edge types (#4397) @naimnv
• nx-cugraph: add ego_graph (#4395) @eriknw
• Remove unused benchmark fixture in test_dask_mg_random_walks (#4391) @mroeschke
• Address do_expensive_check FutureWarnings in Python tests (#4390) @mroeschke
• Address k_truss_subgraph(use_weights=) deprecation (#4389) @mroeschke
• Address PendingDeprecationWarning from _from_edgelist (#4388) @mroeschke
• Adjust deprecated cugraph.subgraph usage in Python tests (#4386) @mroeschke
• Update k_truss to work with many connected components (#4383) @eriknw
• Move edge triangle count to the stable API (#4382) @jnke2016
• Replace deprecated cupy.sparse with cupyx.scipy.sparse (#4381) @mroeschke
• Migrate to {{ stdlib("c") }} (#4374) @hcho3
• Convert device_memory_resource* to device_async_resource_ref (#4365) @harrism
• add --rm and --name to devcontainer run args (#4361) @trxcllnt
• Update pip devcontainers to UCX v1.15.0 (#4360) @trxcllnt
• Add missing <optional> include (#4353) @trxcllnt
• nx-cugraph: support should_run that was added in NetworkX 3.3 (#4348) @eriknw
• Update generation and flattening of dendrogram in Leiden (#4347) @ChuckHastings
• Update cugraph-pyg models for PyG 2.5 (#4335) @tingyu66
• Update pre-commit hooks to include all C and C++ files (#4332) @ChuckHastings
• Enable expression-based Dask Dataframe support (#4325) @rjzamora
• Use appropriate edge src and dst properties based on is_multi_gpu flag (#4319) @naimnv
• Test GNN Examples and Add CUDA 12 Testing (#4317) @alexbarghi-nv
• Adds missing files to update-version.sh (#4314) @AyodeAwe
• Fix stream synchronization in MTMG graph construction (#4275) @ChuckHastings
• Get rid of sentinel namespace (#4274) @PointKernel
• Update more C++ algorithm tests to include edge masked input graphs. (#4267) @seunghwak
• Update triangle count to internally use edge masking and update Triangle counting & K-hop neighbor tests to include edge masked graph view inputs (#4261) @seunghwak
• Add Additional Checks to get_edgelist and get_dask_edgelist (#4256) @nv-rliu
• Refactor Several MG Tests (#4244) @nv-rliu

v24.02.00

🚨 Breaking Changes

• Remove Experimental Wrappers from GNN Code (#4070) @alexbarghi-nv
• Switch to scikit-build-core (#4053) @vyasr
• Update to CCCL 2.2.0. (#4052) @bdice

🐛 Bug Fixes

• Revert "Exclude tests from builds (#4147)" (#4157) @raydouglass
• Exclude tests from builds (#4147) @vyasr
• Constraint pytorch-dependent wheel test to only run on amd64 (#4133) @tingyu66
• Removes the networkx_algorithm decorator to all SCC functions to disable dispatching to them (#4120) @rlratzel
• Correct cugraph-pyg package name used in wheels and fix test script (#4083) @tingyu66
• Fix Jaccard hang (#4080) @jnke2016
• Fix OOB error, BFS C API should validate that the source vertex is a valid vertex (#4077) @ChuckHastings
• [BUG]Fix non-type template parameter to cugraph::relabel (#4064) @naimnv
• Fix MG weighted similarity test failure (#4054) @seunghwak
• MG C-API test failure fixes (#4047) @seunghwak
• Add a barrier before cugraph Graph creation (#4046) @VibhuJawa
• Fix % 0 bug in MG_SELECT_RANDOM_VERTICES test (#4034) @seunghwak
• Branch 24.02 merge branch 23.12 (#4012) @vyasr

📖 Documentation

• Updates nx-cugraph README.md with latest algos (#4135) @rlratzel
• corrected links in C API and added groups for support functions (#4131) @acostadon
• Forward-merge branch-23.12 to branch-24.02 (#4049) @GPUtester

🚀 New Features

• Implement has_edge() & compute_multiplicity() (#4096) @seunghwak
• Update per_v_transform_reduce_incoming|outgoing_e to support edge masking (#4085) @seunghwak
• Remove Experimental Wrappers from GNN Code (#4070) @alexbarghi-nv
• MNMG ECG (#4030) @naimnv
• Replace graph_view.hpp::number_of_edges with compute_number_of_edges (#4026) @seunghwak
• Update count_if_e, transform_reduce_e, and transform_e to support edge masking (#4001) @seunghwak
• Sampling Performance Testing (#3584) @alexbarghi-nv

🛠️ Improvements

• Adds option to rapids_cpm_find for raft to disable hnswlib feature, adds updates for pytest 8 compat, temporarily skips IO intensive test in CI (#4121) @rlratzel
• Adds benchmarks for additional nx-cugraph 24.02 algos (#4112) @rlratzel
• nx-cugraph: use coverage to ensure all algorithms were run (#4108) @eriknw
• nx-cugraph: rename plc= to _plc= (#4106) @eriknw
• nx-cugraph: add complement and reverse (#4103) @eriknw
• nx-cugraph: add core_number (undirected graphs only) (#4100) @eriknw
• nx-cugraph: add is_tree, etc. (#4097) @eriknw
• Optimize the drop-duplicate functionality (#4095) @jnke2016
• nx-cugraph: add triangles and clustering algorithms (#4093) @eriknw
• nx-cugraph: PLC now handles isolated nodes; clean up our workarounds (#4092) @eriknw
• Remove usages of rapids-env-update (#4090) @KyleFromNVIDIA
• Provide explicit pool sizes and avoid RMM detail APIs (#4086) @harrism
• refactor CUDA versions in dependencies.yaml (#4084) @jameslamb
• build wheels for cugraph-dgl and cugraph-pyg (#4075) @tingyu66
• Match weight-sharing option of GATConv in DGL (#4074) @tingyu66
• nx-cugraph: add weakly connected components (#4071) @eriknw
• nx-cugraph: indicate which plc algorithms are used and version_added (#4069) @eriknw
• Adds nx-cugraph benchmarks for 23.12 algos (SSSP, pagerank, hits, katz_centrality, degree_centrality, eigenvector_centrality) (#4065) @rlratzel
• nx-cugraph: add to_undirected method; add reciprocity algorithms (#4063) @eriknw
• Switch to scikit-build-core (#4053) @vyasr
• Update to CCCL 2.2.0. (#4052) @bdice
• Prevent actions/labeler from adding Label Checker labels (#4048) @ajschmidt8
• Update dependencies.yaml to new pip index (#4045) @vyasr
• Remove checks for Pascal, no longer supported (#4044) @ChuckHastings
• Fix HITS convergence error. (#4043) @seunghwak
• Test select_random_vertices for all possible values of flags (#4042) @naimnv
• Remove CUGRAPH_BUILD_WHEELS and standardize Python builds (#4041) @vyasr
• Create cugraph-equivariant package (#4036) @tingyu66
• [FEA]: Add DASK edgelist and graph support to the Dataset API (#4035) @huiyuxie
• Add support for Louvain to MTMG (#4033) @ChuckHastings
• Clean up self-loop and multi-edge removal logic (#4032) @ChuckHastings
• Mtmg updates for rmm (#4031) @ChuckHastings
• nx-cugraph: adds ancestors, descendants, and BFS algos (#4029) @eriknw
• nx-cugraph: update usage of nodes_or_number for nx compat (#4028) @eriknw
• Removes unsupported setup.py calls, cleans up text (#4024) @rlratzel
• Resolves conflicts from forward-merging branch-23.12 into branch-24.02 (#4020) @rlratzel
• Add HeteroGATConv to cugraph-pyg (#3914) @tingyu66
• Update for CCCL 2.x (#3862) @seunghwak

v23.12.00

🚨 Breaking Changes

• [BUG] Restore the original default order of CSR, which does not reverse edges in cuGraph-PyG (#3980) @alexbarghi-nv
• Resultset and Dataset Refactors (#3957) @nv-rliu
• Moves more MG graph ETL to libcugraph and re-enables MG tests in CI (#3941) @jnke2016

🐛 Bug Fixes

• Pin actions/labeler to v4 (#4038) @raydouglass
• Find rmm before cuco (#4011) @vyasr
• Pin to minor versions of packages outside the cuGraph repository. (#4004) @bdice
• Move MTMG_TEST to MG tests block (#3993) @naimnv
• Fix Leiden refinement phase (#3990) @naimnv
• [BUG] Fix Graph Construction From Pandas in cuGraph-PyG (#3985) @alexbarghi-nv
• [BUG] Restore the original default order of CSR, which does not reverse edges in cuGraph-PyG (#3980) @alexbarghi-nv
• Fix eigenvector testing and HITS testing discrepancies (#3979) @ChuckHastings
• [BUG] Fix Incorrect Edge Index, Directory Selection in cuGraph-PyG Loader (#3978) @alexbarghi-nv
• [BUG] Check if Dask has quit to avoid throwing an exception and triggering a segfault on ddp exit (#3961) @alexbarghi-nv
• nx-cugraph: xfail test_louvain.py:test_threshold in Python 3.9 (#3944) @eriknw

📖 Documentation

• [DOC]: Fix invalid links and add materials to notebooks (#4002) @huiyuxie
• Update Broken Links in README.md (#3924) @nv-rliu

🚀 New Features

• Implement the transform_e primitive (to update property values for all edges) (#3917) @seunghwak
• Update the neighbor intersection primitive to support edge masking. (#3550) @seunghwak

🛠️ Improvements

• Correct defect found in DLFW testing (#4021) @ChuckHastings
• nx-cugraph README update: adds missing connected_components algo to table (#4019) @rlratzel
• Build concurrency for nightly and merge triggers (#4009) @bdice
• Support drop_last Argument in cuGraph-PyG Loader (#3995) @alexbarghi-nv
• Adds update-version.sh support for recently added files containing RAPIDS versions (#3994) @rlratzel
• Use new rapids-dask-dependency metapackage for managing dask versions (#3991) @galipremsagar
• Fixes to nx-cugraph README: fixes typos, updates link to NX backend docs (#3989) @rlratzel
• Address FIXMEs (#3988) @seunghwak
• Updates README file to include nx-cugraph user documentation, adds nx-cugraph to main README (#3984) @rlratzel
• Update C API graph creation function signatures (#3982) @ChuckHastings
• [REVIEW]Optimize cugraph-DGL csc codepath (#3977) @VibhuJawa
• nx-cugraph: add SSSP (unweighted) (#3976) @eriknw
• CuGraph compatibility fixes (#3973) @brandon-b-miller
• Skip certain cugraph-pyg tests when torch-sparse is not available (#3970) @tingyu66
• nx-cugraph: add eigenvector_centrality, katz_centrality, hits, pagerank (#3968) @eriknw
• Cut peak memory footprint in graph creation (#3966) @seunghwak
• nx-cugraph: add CC for undirected graphs to fix k-truss (#3965) @eriknw
• Skip certain cugraph-pyg tests when torch_sparse is not available (#3962) @tingyu66
• Resultset and Dataset Refactors (#3957) @nv-rliu
• Download xml docs artifact through CloudFront endpoint (#3955) @AyodeAwe
• Add many graph generators to nx-cugraph (#3954) @eriknw
• Unpin dask and distributed for 23.12 development (#3953) @galipremsagar
• Errors compiling for DLFW on CUDA 12.3 (#3952) @ChuckHastings
• nx-cugraph: add k_truss and degree centralities (#3945) @eriknw
• nx-cugraph: handle seed argument in edge_betweenness_centrality (#3943) @eriknw
• Moves more MG graph ETL to libcugraph and re-enables MG tests in CI (#3941) @jnke2016
• Temporarily disable mg testing (#3940) @jnke2016
• adding C/C++ API docs (#3938) @BradReesWork
• Add multigraph support to nx-cugraph (#3934) @eriknw
• Setup Consistent Nightly Versions for Pip and Conda (#3933) @divyegala
• MTMG multi node (#3932) @ChuckHastings
• Use branch-23.12 workflows. (#3928) @bdice
• Fix an issue occurring in the cuGraph-DGL example for "mixed" mode. (#3927) @drivanov
• Updating Docs (#3923) @BradReesWork
• Forward-merge branch-23.10 to branch-23.12 (#3919) @nv-rliu
• new build all option (#3916) @BradReesWork
• Silence spurious compiler warnings (#3913) @seunghwak
• Link wholegrah and cugraphops XML docs (#3906) @AyodeAwe
• Updates to 23.12 (#3905) @raydouglass
• Forward-merge branch-23.10 to branch-23.12 (#3904) @GPUtester
• Build CUDA 12.0 ARM conda packages. (#3903) @bdice
• Merge branch-23.10 into branch-23.12 (#3898) @rlratzel
• Some MTMG code cleanup and small optimizations (#3894) @ChuckHastings
• Enable parallel mode (#3875) @jnke2016
• Adds benchmarks for nx-cugraph (#3854) @rlratzel
• Add nx-cugraph notebook for showing accelerated networkX APIs (#3830) @betochimas

v23.10.00

🚨 Breaking Changes

• Rename cugraph-nx to nx-cugraph (#3840) @eriknw
• Remove legacy betweenness centrality (#3829) @jnke2016
• Remove Deprecated Sampling Options (#3816) @alexbarghi-nv
• cuGraph-PyG Loader Improvements (#3795) @alexbarghi-nv
• Expose threshold in louvain (#3792) @ChuckHastings
• Fix ValueError Caused By Batches With No Samples (#3789) @alexbarghi-nv
• Update to Cython 3.0.0 (#3716) @vyasr

🐛 Bug Fixes

• Add wget to test_notebook dependencies (#3918) @raydouglass
• Increase dask-related timeouts for CI testing (#3907) @jnke2016
• Remove dask_cudf dataframe for the _make_plc_graph while creating cugraph.Graph (#3895) @VibhuJawa
• Adds logic to handle isolated vertices at python layer (#3886) @naimnv
• Update Allocator Selection in cuGraph-DGL Example (#3877) @alexbarghi-nv
• Add file to update-version.sh (#3870) @raydouglass
• Fix torch seed in cugraph-dgl and -pyg tests for conv layers (#3869) @tingyu66
• MFG C++ code bug fix (#3865) @seunghwak
• Fix subtle memory leak in nbr_intersection primitive (#3858) @ChuckHastings
• Uses conda mambabuild rather than mamba mambabuild (#3853) @rlratzel
• Remove the assumption made on the client data's keys (#3835) @jnke2016
• Disable mg tests (#3833) @naimnv
• Refactor python code for similarity algos to use latest CAPI (#3828) @naimnv
• [BUG] Fix Batch Renumbering of Empty Batches (#3823) @alexbarghi-nv
• Temporarily disable the deletion of the dask dataframe (#3814) @jnke2016
• Fix OD shortest distance matrix computation test failures. (#3813) @seunghwak
• Use rapidsai/ci:cuda11.8.0-ubuntu22.04-py3.10 for docs build (#3811) @naimnv
• Fix ValueError Caused By Batches With No Samples (#3789) @alexbarghi-nv
• Update python_run_cugraph in dependencies.yaml (#3781) @nv-rliu
• Fixes KeyError for get_two_hop_neighbors when called with a small start vertices list (#3778) @rlratzel

📖 Documentation

• Update the docstrings of the similarity algorithms (#3817) @jnke2016

🚀 New Features

• WholeGraph Feature Store for cuGraph-PyG and cuGraph-DGL (#3874) @alexbarghi-nv
• similarity notebook to compare link prediction algos (#3868) @acostadon
• adding dining preference dataset (#3866) @acostadon
• Integrate C++ Renumbering and Compression (#3841) @alexbarghi-nv
• Sampling post processing functions to accelerate MFG creation. (#3815) @seunghwak
• [REVIEW] Add Pure DGL Dataloading benchmark (#3660) @VibhuJawa

🛠️ Improvements

• nx-cugraph: handle louvain with isolated nodes (#3897) @eriknw
• Pin dask and distributed for 23.10 release (#3896) @galipremsagar
• Updates the source build docs to include libcugraphops as a build prerequisite (#3893) @rlratzel
• fixes force atlas to allow string as vertex names (#3891) @acostadon
• Integrate renumbering and compression to cugraph-dgl to accelerate MFG creation (#3887) @tingyu66
• Enable weights for MG similarity algorithms (#3879) @jnke2016
• cuGraph-PyG MFG Creation and Conversion (#3873) @alexbarghi-nv
• Update image names (#3867) @AyodeAwe
• Update to clang 16.0.6. (#3859) @bdice
• Updates to build and test nx-cugraph wheel as part of CI and nightly workflows (#3852) @rlratzel
• Update cugraph-dgl conv layers to use improved graph class (#3849) @tingyu66
• Add entry point to tell NetworkX about nx-cugraph without importing it. (#3848) @eriknw
• [IMP] Add ability to get batch size from the loader in cuGraph-PyG (#3846) @alexbarghi-nv
• Refactor legacy k truss (#3843) @jnke2016
• Use new raft::compiled_static targets (#3842) @divyegala
• Rename cugraph-nx to nx-cugraph (#3840) @eriknw
• Add cuGraph devcontainers (#3838) @trxcllnt
• Enable temporarily disabled MG tests (#3837) @naimnv
• Remove legacy betweenness centrality (#3829) @jnke2016
• Use copy-pr-bot (#3827) @ajschmidt8
• Update README.md (#3826) @lmeyerov
• Adding metadata getter methods to datasets API (#3821) @nv-rliu
• Unpin dask and distributed for 23.10 development (#3818) @galipremsagar
• Remove Deprecated Sampling Options (#3816) @alexbarghi-nv
• [REVIEW] Cugraph dgl block improvements (#3810) @VibhuJawa
• Simplify wheel build scripts and allow alphas of RAPIDS dependencies (#3809) @vyasr
• Allow cugraph-nx to run networkx tests for nx versions 3.0, 3.1, and 3.2 (#3808) @eriknw
• Add louvain_communities to cugraph-nx (#3803) @eriknw
• Adds missing copyright and license text to init.py package files (#3799) @rlratzel
• cuGraph-PyG Loader Improvements (#3795) @alexbarghi-nv
• Adds updates to build wheel and conda packages for cugraph-nx (#3793) @rlratzel
• Expose threshold in louvain (#3792) @ChuckHastings
• Allow models to use a lightweight sparse structure (#3782) @tingyu66
• Clean-up old testing conventions in test_ecg.py (#3779) @nv-rliu
• Calling dataset.get_edgelist() returns a copy of an edge list instead of global (#3777) @nv-rliu
• Update dgl benchmarks (#3775) @VibhuJawa
• Forward-merge branch-23.08 to branch-23.10 (#3774) @nv-rliu
• Migrate upstream models to cugraph-pyg (#3763) @tingyu66
• Branch 23.10 merge 23.08 (#3743) @vyasr
• Update to Cython 3.0.0 (#3716) @vyasr
• Testing util improvements and refactoring (#3705) @betochimas
• Add new cugraph-nx package (networkx backend using pylibcugraph) (#3614) @eriknw
• New mtmg API for integration (#3521) @ChuckHastings

v23.08.00

🚨 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

• 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

v23.06.02

🚨 Breaking Changes

• [BUG] Fix Incorrect File Selection in cuGraph-PyG Loader (#3599) @alexbarghi-nv
• Remove legacy leiden (#3581) @ChuckHastings
• [IMP] Match Default PyG Hop ID Behavior in cuGraph-PyG (#3565) @alexbarghi-nv
• [IMP] Sample with Offsets in the Bulk Sampler (#3524) @alexbarghi-nv
• Dropping Python 3.8 (#3505) @divyegala
• Remove legacy renumber and shuffle calls from cython.cu (#3467) @ChuckHastings
• Remove legacy implementation of induce subgraph (#3464) @ChuckHastings

🐛 Bug Fixes

• Fix broadcast root during the replication call (#3655) @jnke2016
• [HOTFIX] Fix random walks error identified in CUDA-12 testing (#3647) @ChuckHastings
• Fix MG Test Failing due to Removal of np.float (#3621) @alexbarghi-nv
• fix logic for shuffling results (#3619) @ChuckHastings
• [BUG] Fix Calls to cudf.DataFrame/Series.unique that relied on old behavior (#3616) @alexbarghi-nv
• correct dgl version in cugraph-dgl conda recipe (#3612) @tingyu66
• [BUG] Fix Issue in cuGraph-PyG Tests Blocking CI (#3607) @alexbarghi-nv
• [BUG] Critical: Fix cuGraph-PyG Edge Index Renumbering for Single-Edge Graphs (#3605) @alexbarghi-nv
• [BUG] Skip Empty Partitions in Bulk Sample Writing (#3600) @alexbarghi-nv
• [BUG] Fix Incorrect File Selection in cuGraph-PyG Loader (#3599) @alexbarghi-nv
• Fix SSSP bug (#3597) @jnke2016
• update cudf column constructor calls (#3592) @ChuckHastings
• Fix one more path to cugraphops in build workflow (#3554) @vyasr
• Fix path to cugraphops in build workflow (#3547) @vyasr
• Update dgl APIs for v1.1.0 (#3546) @tingyu66
• Pin to scikit-build<17.2 (#3538) @vyasr
• Correct results from sampling when grouping batches on specific GPUs (#3517) @ChuckHastings
• [FIX] Match the PyG API for Node Input to the Loader (#3514) @alexbarghi-nv
• Correct MG Leiden and SCC tests (#3509) @ChuckHastings
• per_v_transform_reduce_incoming|outgoing_e bug fix (when we're using (key, value) pairs to store edge src|dst property values) (#3508) @seunghwak
• Updates to allow python benchmarks to run on additional datasets by default (#3506) @rlratzel
• [BUG] Fix Intermittent Error when Converting cuDF DataFrame to Tensor by Converting to cuPy Array First (#3498) @alexbarghi-nv
• [FIX] Update cugraph-PyG Dependencies to include cuGraph (#3497) @alexbarghi-nv
• Fix graph_properties_t's members order (#3484) @naimnv
• Fix issue with latest rapids-make (#3481) @ChuckHastings
• Branch 23.06 Fix Forward Merge (#3462) @alexbarghi-nv
• Update raft dependency to 23.06 (#3410) @ChuckHastings

📖 Documentation

• updated cugraph Demo notebooks for 23.06 (#3558) @acostadon
• cugraph-ops license (#3553) @BradReesWork
• Notebook clean-up and run verification (#3551) @acostadon
• Updates contributing steps to add copyright and license text inclusion instruction (#3519) @rlratzel
• Fixed notebook links in algorithm and cugraph notebook pages (#3515) @acostadon
• adding cugraph-ops (#3488) @BradReesWork
• Sphinx updates (#3468) @BradReesWork

🚀 New Features

• [REVIEW] Add MNMG with training (#3603) @VibhuJawa
• MG Leiden and MG MIS (#3582) @naimnv
• graph primitive transform_e (#3548) @seunghwak
• Support CUDA 12.0 for pip wheels (#3544) @divyegala
• Updates pytest benchmarks to use synthetic data and multi-GPUs (#3540) @rlratzel
• Enable edge masking (#3522) @seunghwak
• [REVIEW] Profile graph creation runtime and memory footprint (#3518) @VibhuJawa
• Bipartite R-mat graph generation. (#3512) @seunghwak
• Dropping Python 3.8 (#3505) @divyegala
• Creates Notebook that runs Multi-GPU versions of Jaccard, Sorenson and overlap. (#3504) @acostadon
• [cugraph-dgl] Add support for bipartite node features and optional edge features in GATConv (#3503) @tingyu66
• [cugraph-dgl] Add TransformerConv (#3501) @tingyu66
• [cugraph-pyg] Add TransformerConv and support for bipartite node features in GATConv (#3489) @tingyu66
• Branch 23.06 resolve merge conflict for forward merge (#3409) @alexbarghi-nv
• Refactor Leiden (#3327) @jnke2016

🛠️ Improvements

• Disables memory usage assertions (#3641) @rlratzel
• Refresh requirements (#3622) @jakirkham
• Pr3266 continue (optional arg for weight attribute for Nx graphs in sssp) (#3611) @eriknw
• Enables MG python tests using a single-GPU LocalCUDACluster in CI (#3596) @rlratzel
• UVM notebook update and add tracker for notebooks to readme (#3595) @acostadon
• [REVIEW] Skip adding edge types, edge weights (#3583) @VibhuJawa
• Remove legacy leiden (#3581) @ChuckHastings
• run docs nightly too (#3568) @AyodeAwe
• include hop as part of the sort criteria for sampling results (#3567) @ChuckHastings
• Add MG python implementation of Leiden (#3566) @jnke2016
• [IMP] Match Default PyG Hop ID Behavior in cuGraph-PyG (#3565) @alexbarghi-nv
• Switch back to using primary shared-action-workflows branch (#3562) @vyasr
• removed deprecated calls and modified demo notebooks to run with 23.06 (#3561) @acostadon
• add unit test for checking is_symmetric is valid, update documentatio… (#3559) @ChuckHastings
• Update recipes to GTest version >=1.13.0 (#3549) @bdice
• Improve memory footprint and performance of graph creation (#3542) @VibhuJawa
• Update cupy dependency (#3539) @vyasr
• Perform expensive edge list check in create_graph_from_edgelist() (#3533) @seunghwak
• Enable sccache hits from local builds (#3526) @AyodeAwe
• Build wheels using new single image workflow (#3525) @vyasr
• [IMP] Sample with Offsets in the Bulk Sampler (#3524) @alexbarghi-nv
• Revert shared-action-workflows pin (#3523) @divyegala
• [FIX] fix cugraphops namespace (#3520) @stadlmax
• Add support in C API for handling unweighted graphs in algorithms that expect weights (#3513) @ChuckHastings
• Changes to support gtest version 1.11 (#3511) @ChuckHastings
• update docs (#3510) @BradReesWork
• Remove usage of rapids-get-rapids-version-from-git (#3502) @jjacobelli
• Remove Dummy Edge Weights, Support Specifying Edge Ids/Edge Types/Weights Separately (#3495) @alexbarghi-nv
• [ENH] Add missing include of thrust/optional.h (#3493) @ahendriksen
• Remove wheel pytest verbosity (#3492) @sevagh
• Update clang-format to 16.0.1. (#3485) @bdice
• Use ARC V2 self-hosted runners for GPU jobs (#3483) @jjacobelli
• packed bool specialization to store edge endpoint|edge properties (#3482) @seunghwak
• Remove legacy renumber and shuffle calls from cython.cu (#3467) @ChuckHastings
• Remove legacy implementation of induce subgraph (#3464) @ChuckHastings
• Remove uses-setup-env-vars (#3463) @vyasr
• Optimize random walks (#3460) @jnke2016
• Update select_random_vertices to sample from a given distributed set or from (0, V] (#3455) @naimnv

v23.06.01

🚨 Breaking Changes

• [BUG] Fix Incorrect File Selection in cuGraph-PyG Loader (#3599) @alexbarghi-nv
• Remove legacy leiden (#3581) @ChuckHastings
• [IMP] Match Default PyG Hop ID Behavior in cuGraph-PyG (#3565) @alexbarghi-nv
• [IMP] Sample with Offsets in the Bulk Sampler (#3524) @alexbarghi-nv
• Dropping Python 3.8 (#3505) @divyegala
• Remove legacy renumber and shuffle calls from cython.cu (#3467) @ChuckHastings
• Remove legacy implementation of induce subgraph (#3464) @ChuckHastings

🐛 Bug Fixes

• [HOTFIX] Fix random walks error identified in CUDA-12 testing (#3647) @ChuckHastings
• Fix MG Test Failing due to Removal of np.float (#3621) @alexbarghi-nv
• fix logic for shuffling results (#3619) @ChuckHastings
• [BUG] Fix Calls to cudf.DataFrame/Series.unique that relied on old behavior (#3616) @alexbarghi-nv
• correct dgl version in cugraph-dgl conda recipe (#3612) @tingyu66
• [BUG] Fix Issue in cuGraph-PyG Tests Blocking CI (#3607) @alexbarghi-nv
• [BUG] Critical: Fix cuGraph-PyG Edge Index Renumbering for Single-Edge Graphs (#3605) @alexbarghi-nv
• [BUG] Skip Empty Partitions in Bulk Sample Writing (#3600) @alexbarghi-nv
• [BUG] Fix Incorrect File Selection in cuGraph-PyG Loader (#3599) @alexbarghi-nv
• Fix SSSP bug (#3597) @jnke2016
• update cudf column constructor calls (#3592) @ChuckHastings
• Fix one more path to cugraphops in build workflow (#3554) @vyasr
• Fix path to cugraphops in build workflow (#3547) @vyasr
• Update dgl APIs for v1.1.0 (#3546) @tingyu66
• Pin to scikit-build<17.2 (#3538) @vyasr
• Correct results from sampling when grouping batches on specific GPUs (#3517) @ChuckHastings
• [FIX] Match the PyG API for Node Input to the Loader (#3514) @alexbarghi-nv
• Correct MG Leiden and SCC tests (#3509) @ChuckHastings
• per_v_transform_reduce_incoming|outgoing_e bug fix (when we're using (key, value) pairs to store edge src|dst property values) (#3508) @seunghwak
• Updates to allow python benchmarks to run on additional datasets by default (#3506) @rlratzel
• [BUG] Fix Intermittent Error when Converting cuDF DataFrame to Tensor by Converting to cuPy Array First (#3498) @alexbarghi-nv
• [FIX] Update cugraph-PyG Dependencies to include cuGraph (#3497) @alexbarghi-nv
• Fix graph_properties_t's members order (#3484) @naimnv
• Fix issue with latest rapids-make (#3481) @ChuckHastings
• Branch 23.06 Fix Forward Merge (#3462) @alexbarghi-nv
• Update raft dependency to 23.06 (#3410) @ChuckHastings

📖 Documentation

• updated cugraph Demo notebooks for 23.06 (#3558) @acostadon
• cugraph-ops license (#3553) @BradReesWork
• Notebook clean-up and run verification (#3551) @acostadon
• Updates contributing steps to add copyright and license text inclusion instruction (#3519) @rlratzel
• Fixed notebook links in algorithm and cugraph notebook pages (#3515) @acostadon
• adding cugraph-ops (#3488) @BradReesWork
• Sphinx updates (#3468) @BradReesWork

🚀 New Features

• [REVIEW] Add MNMG with training (#3603) @VibhuJawa
• MG Leiden and MG MIS (#3582) @naimnv
• graph primitive transform_e (#3548) @seunghwak
• Support CUDA 12.0 for pip wheels (#3544) @divyegala
• Updates pytest benchmarks to use synthetic data and multi-GPUs (#3540) @rlratzel
• Enable edge masking (#3522) @seunghwak
• [REVIEW] Profile graph creation runtime and memory footprint (#3518) @VibhuJawa
• Bipartite R-mat graph generation. (#3512) @seunghwak
• Dropping Python 3.8 (#3505) @divyegala
• Creates Notebook that runs Multi-GPU versions of Jaccard, Sorenson and overlap. (#3504) @acostadon
• [cugraph-dgl] Add support for bipartite node features and optional edge features in GATConv (#3503) @tingyu66
• [cugraph-dgl] Add TransformerConv (#3501) @tingyu66
• [cugraph-pyg] Add TransformerConv and support for bipartite node features in GATConv (#3489) @tingyu66
• Branch 23.06 resolve merge conflict for forward merge (#3409) @alexbarghi-nv
• Refactor Leiden (#3327) @jnke2016

🛠️ Improvements

• Disables memory usage assertions (#3641) @rlratzel
• Refresh requirements (#3622) @jakirkham
• Pr3266 continue (optional arg for weight attribute for Nx graphs in sssp) (#3611) @eriknw
• Enables MG python tests using a single-GPU LocalCUDACluster in CI (#3596) @rlratzel
• UVM notebook update and add tracker for notebooks to readme (#3595) @acostadon
• [REVIEW] Skip adding edge types, edge weights (#3583) @VibhuJawa
• Remove legacy leiden (#3581) @ChuckHastings
• run docs nightly too (#3568) @AyodeAwe
• include hop as part of the sort criteria for sampling results (#3567) @ChuckHastings
• Add MG python implementation of Leiden (#3566) @jnke2016
• [IMP] Match Default PyG Hop ID Behavior in cuGraph-PyG (#3565) @alexbarghi-nv
• Switch back to using primary shared-action-workflows branch (#3562) @vyasr
• removed deprecated calls and modified demo notebooks to run with 23.06 (#3561) @acostadon
• add unit test for checking is_symmetric is valid, update documentatio… (#3559) @ChuckHastings
• Update recipes to GTest version >=1.13.0 (#3549) @bdice
• Improve memory footprint and performance of graph creation (#3542) @VibhuJawa
• Update cupy dependency (#3539) @vyasr
• Perform expensive edge list check in create_graph_from_edgelist() (#3533) @seunghwak
• Enable sccache hits from local builds (#3526) @AyodeAwe
• Build wheels using new single image workflow (#3525) @vyasr
• [IMP] Sample with Offsets in the Bulk Sampler (#3524) @alexbarghi-nv
• Revert shared-action-workflows pin (#3523) @divyegala
• [FIX] fix cugraphops namespace (#3520) @stadlmax
• Add support in C API for handling unweighted graphs in algorithms that expect weights (#3513) @ChuckHastings
• Changes to support gtest version 1.11 (#3511) @ChuckHastings
• update docs (#3510) @BradReesWork
• Remove usage of rapids-get-rapids-version-from-git (#3502) @jjacobelli
• Remove Dummy Edge Weights, Support Specifying Edge Ids/Edge Types/Weights Separately (#3495) @alexbarghi-nv
• [ENH] Add missing include of thrust/optional.h (#3493) @ahendriksen
• Remove wheel pytest verbosity (#3492) @sevagh
• Update clang-format to 16.0.1. (#3485) @bdice
• Use ARC V2 self-hosted runners for GPU jobs (#3483) @jjacobelli
• packed bool specialization to store edge endpoint|edge properties (#3482) @seunghwak
• Remove legacy renumber and shuffle calls from cython.cu (#3467) @ChuckHastings
• Remove legacy implementation of induce subgraph (#3464) @ChuckHastings
• Remove uses-setup-env-vars (#3463) @vyasr
• Optimize random walks (#3460) @jnke2016
• Update select_random_vertices to sample from a given distributed set or from (0, V] (#3455) @naimnv

v23.06.00

🚨 Breaking Changes

• [BUG] Fix Incorrect File Selection in cuGraph-PyG Loader (#3599) @alexbarghi-nv
• Remove legacy leiden (#3581) @ChuckHastings
• [IMP] Match Default PyG Hop ID Behavior in cuGraph-PyG (#3565) @alexbarghi-nv
• [IMP] Sample with Offsets in the Bulk Sampler (#3524) @alexbarghi-nv
• Dropping Python 3.8 (#3505) @divyegala
• Remove legacy renumber and shuffle calls from cython.cu (#3467) @ChuckHastings
• Remove legacy implementation of induce subgraph (#3464) @ChuckHastings

🐛 Bug Fixes

• Fix MG Test Failing due to Removal of np.float (#3621) @alexbarghi-nv
• fix logic for shuffling results (#3619) @ChuckHastings
• [BUG] Fix Calls to cudf.DataFrame/Series.unique that relied on old behavior (#3616) @alexbarghi-nv
• correct dgl version in cugraph-dgl conda recipe (#3612) @tingyu66
• [BUG] Fix Issue in cuGraph-PyG Tests Blocking CI (#3607) @alexbarghi-nv
• [BUG] Critical: Fix cuGraph-PyG Edge Index Renumbering for Single-Edge Graphs (#3605) @alexbarghi-nv
• [BUG] Skip Empty Partitions in Bulk Sample Writing (#3600) @alexbarghi-nv
• [BUG] Fix Incorrect File Selection in cuGraph-PyG Loader (#3599) @alexbarghi-nv
• Fix SSSP bug (#3597) @jnke2016
• update cudf column constructor calls (#3592) @ChuckHastings
• Fix one more path to cugraphops in build workflow (#3554) @vyasr
• Fix path to cugraphops in build workflow (#3547) @vyasr
• Update dgl APIs for v1.1.0 (#3546) @tingyu66
• Pin to scikit-build<17.2 (#3538) @vyasr
• Correct results from sampling when grouping batches on specific GPUs (#3517) @ChuckHastings
• [FIX] Match the PyG API for Node Input to the Loader (#3514) @alexbarghi-nv
• Correct MG Leiden and SCC tests (#3509) @ChuckHastings
• per_v_transform_reduce_incoming|outgoing_e bug fix (when we're using (key, value) pairs to store edge src|dst property values) (#3508) @seunghwak
• Updates to allow python benchmarks to run on additional datasets by default (#3506) @rlratzel
• [BUG] Fix Intermittent Error when Converting cuDF DataFrame to Tensor by Converting to cuPy Array First (#3498) @alexbarghi-nv
• [FIX] Update cugraph-PyG Dependencies to include cuGraph (#3497) @alexbarghi-nv
• Fix graph_properties_t's members order (#3484) @naimnv
• Fix issue with latest rapids-make (#3481) @ChuckHastings
• Branch 23.06 Fix Forward Merge (#3462) @alexbarghi-nv
• Update raft dependency to 23.06 (#3410) @ChuckHastings

📖 Documentation

• updated cugraph Demo notebooks for 23.06 (#3558) @acostadon
• cugraph-ops license (#3553) @BradReesWork
• Notebook clean-up and run verification (#3551) @acostadon
• Updates contributing steps to add copyright and license text inclusion instruction (#3519) @rlratzel
• Fixed notebook links in algorithm and cugraph notebook pages (#3515) @acostadon
• adding cugraph-ops (#3488) @BradReesWork
• Sphinx updates (#3468) @BradReesWork

🚀 New Features

• [REVIEW] Add MNMG with training (#3603) @VibhuJawa
• MG Leiden and MG MIS (#3582) @naimnv
• graph primitive transform_e (#3548) @seunghwak
• Support CUDA 12.0 for pip wheels (#3544) @divyegala
• Updates pytest benchmarks to use synthetic data and multi-GPUs (#3540) @rlratzel
• Enable edge masking (#3522) @seunghwak
• [REVIEW] Profile graph creation runtime and memory footprint (#3518) @VibhuJawa
• Bipartite R-mat graph generation. (#3512) @seunghwak
• Dropping Python 3.8 (#3505) @divyegala
• Creates Notebook that runs Multi-GPU versions of Jaccard, Sorenson and overlap. (#3504) @acostadon
• [cugraph-dgl] Add support for bipartite node features and optional edge features in GATConv (#3503) @tingyu66
• [cugraph-dgl] Add TransformerConv (#3501) @tingyu66
• [cugraph-pyg] Add TransformerConv and support for bipartite node features in GATConv (#3489) @tingyu66
• Branch 23.06 resolve merge conflict for forward merge (#3409) @alexbarghi-nv
• Refactor Leiden (#3327) @jnke2016

🛠️ Improvements

• Disables memory usage assertions (#3641) @rlratzel
• Refresh requirements (#3622) @jakirkham
• Pr3266 continue (optional arg for weight attribute for Nx graphs in sssp) (#3611) @eriknw
• Enables MG python tests using a single-GPU LocalCUDACluster in CI (#3596) @rlratzel
• UVM notebook update and add tracker for notebooks to readme (#3595) @acostadon
• [REVIEW] Skip adding edge types, edge weights (#3583) @VibhuJawa
• Remove legacy leiden (#3581) @ChuckHastings
• run docs nightly too (#3568) @AyodeAwe
• include hop as part of the sort criteria for sampling results (#3567) @ChuckHastings
• Add MG python implementation of Leiden (#3566) @jnke2016
• [IMP] Match Default PyG Hop ID Behavior in cuGraph-PyG (#3565) @alexbarghi-nv
• Switch back to using primary shared-action-workflows branch (#3562) @vyasr
• removed deprecated calls and modified demo notebooks to run with 23.06 (#3561) @acostadon
• add unit test for checking is_symmetric is valid, update documentatio… (#3559) @ChuckHastings
• Update recipes to GTest version >=1.13.0 (#3549) @bdice
• Improve memory footprint and performance of graph creation (#3542) @VibhuJawa
• Update cupy dependency (#3539) @vyasr
• Perform expensive edge list check in create_graph_from_edgelist() (#3533) @seunghwak
• Enable sccache hits from local builds (#3526) @AyodeAwe
• Build wheels using new single image workflow (#3525) @vyasr
• [IMP] Sample with Offsets in the Bulk Sampler (#3524) @alexbarghi-nv
• Revert shared-action-workflows pin (#3523) @divyegala
• [FIX] fix cugraphops namespace (#3520) @stadlmax
• Add support in C API for handling unweighted graphs in algorithms that expect weights (#3513) @ChuckHastings
• Changes to support gtest version 1.11 (#3511) @ChuckHastings
• update docs (#3510) @BradReesWork
• Remove usage of rapids-get-rapids-version-from-git (#3502) @jjacobelli
• Remove Dummy Edge Weights, Support Specifying Edge Ids/Edge Types/Weights Separately (#3495) @alexbarghi-nv
• [ENH] Add missing include of thrust/optional.h (#3493) @ahendriksen
• Remove wheel pytest verbosity (#3492) @sevagh
• Update clang-format to 16.0.1. (#3485) @bdice
• Use ARC V2 self-hosted runners for GPU jobs (#3483) @jjacobelli
• packed bool specialization to store edge endpoint|edge properties (#3482) @seunghwak
• Remove legacy renumber and shuffle calls from cython.cu (#3467) @ChuckHastings
• Remove legacy implementation of induce subgraph (#3464) @ChuckHastings
• Remove uses-setup-env-vars (#3463) @vyasr
• Optimize random walks (#3460) @jnke2016
• Update select_random_vertices to sample from a given distributed set or from (0, V] (#3455) @naimnv

[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

v23.04.00

🚨 Breaking Changes

• Pin dask and distributed for release (#3427) @galipremsagar
• Use Correct Searchsorted Function and Drop cupy from CuGraphStore in cugraph-pyg (#3382) @alexbarghi-nv
• New PyG End-to-End Examples (#3326) @alexbarghi-nv
• Update cugraph-pyg Recipe and CI Script (#3288) @alexbarghi-nv
• remove legacy WCC code (#3283) @ChuckHastings
• API improvements for end-to-end MG sampling performance (#3269) @ChuckHastings
• Cleanup obsolete visitor code (#3268) @ChuckHastings
• Remove legacy sampling implementation, no longer used (#3252) @ChuckHastings
• Remove legacy mg bfs (#3250) @ChuckHastings
• Remove legacy two_hop_neighbors function (#3248) @ChuckHastings
• Remove legacy C++ code for k-core algorithms (#3246) @ChuckHastings

🐛 Bug Fixes

• Support Minor Releases of PyG (#3422) @alexbarghi-nv
• Critical: Force cudf.concat when passing in a cudf Series to MG Uniform Neighbor Sample (#3416) @alexbarghi-nv
• Add back deleted version attribute (#3411) @vyasr
• Reindex Start Vertices and Batch Ids Prior to Sampling Call (#3393) @alexbarghi-nv
• Replace CUDA_TRY with RAFT_CUDA_TRY (#3389) @naimnv
• Use Correct Searchsorted Function and Drop cupy from CuGraphStore in cugraph-pyg (#3382) @alexbarghi-nv
• Properly handle dask change (#3361) @jnke2016
• Missing indentation leading to an UnboundedLocalError (#3354) @AmroAlJundi
• Remove MANIFEST.in use auto-generated one for sdists and package_data for wheels (#3342) @vyasr
• Remove unused RAFT import causing ImportError (#3306) @jnke2016
• Add missing cugraph-ops conditional (#3270) @vyasr
• Bug fix to BulkSampler (#3249) @VibhuJawa
• Bug Fixes to DGL Dataloader (#3247) @VibhuJawa
• Fix libraft-distance version in 23.04 (#3241) @galipremsagar
• Fix Edge case in Bulk Sampler (#3229) @VibhuJawa
• Fix libcugraph debug build warnings/errors (#3214) @seunghwak

📖 Documentation

• New cugraph site structure (#3343) @acostadon
• docs: Typo on Leiden docstring (#3329) @lvxhnat
• Changed docs to reflect need for undirected graph in wcc algo (#3322) @acostadon
• docs: RMAT doc string typo (#3308) @ArturKasymov
• Doc fix and change to Louvain notebook (#3224) @acostadon

🚀 New Features

• Allow adding data to PropertyGraph that already has indices set (#3175) @eriknw
• SG tested Leiden (#2980) @naimnv

🛠️ Improvements

• Pin dask and distributed for release (#3427) @galipremsagar
• Doc Updates (#3418) @BradReesWork
• Pin cupy in wheel tests to supported versions (#3400) @vyasr
• Add MG implementation of induced subgraph (#3391) @jnke2016
• Properly retrieve the dask worker from client calls (#3379) @jnke2016
• MG C++ test updates (#3371) @seunghwak
• update conv layers in cugraph-dgl for pylibcugraphops 23.04 (#3360) @tingyu66
• Generate pyproject dependencies using dfg (#3355) @vyasr
• Fix PropertyGraph.renumber_*_by_type with only default types (#3352) @eriknw
• Stop setting package version attribute in wheels (#3350) @vyasr
• Create a subgraph as a PropertyGraph via extract_subgraph (#3349) @eriknw
• Updating cugraph to use consolidated libraft target (#3348) @cjnolet
• Random vertex sampling utility function for C++ tests (#3347) @seunghwak
• Add c api for several legacy algorithms (#3346) @ChuckHastings
• elementwise_min|max reduction op (#3341) @seunghwak
• New PyG End-to-End Examples (#3326) @alexbarghi-nv
• Pass AWS_SESSION_TOKEN and SCCACHE_S3_USE_SSL vars to conda build (#3324) @ajschmidt8
• Update extract_if_e to extract_transform_e (#3323) @seunghwak
• Update aarch64 to GCC 11 (#3319) @bdice
• Migrate as much as possible to pyproject.toml (#3317) @vyasr
• Add CI to cugraph_dgl (#3312) @VibhuJawa
• Update to GCC 11 (#3307) @bdice
• Update datasets download URL (#3305) @jjacobelli
• Adapt to rapidsai/rmm#1221 which moves allocator callbacks (#3300) @wence-
• Update datasets download URL (#3299) @jjacobelli
• Stop using versioneer to manage versions (#3298) @vyasr
• Disable dataset downloads in ARM smoke tests. (#3295) @bdice
• Add dfg as a pre-commit hook. (#3294) @vyasr
• Refactoring tests (#3292) @BradReesWork
• Remove dead-code from cugraph-dgl (#3291) @VibhuJawa
• Update cuGraph-PyG Tests and Support Loading Saved Bulk Samples (#3289) @alexbarghi-nv
• Update cugraph-pyg Recipe and CI Script (#3288) @alexbarghi-nv
• Define and implement C API for RMAT generators (#3285) @ChuckHastings
• Flexible mapping between graph 2D partitioning and GPU 2D partitioning. (#3284) @seunghwak
• remove legacy WCC code (#3283) @ChuckHastings
• API improvements for end-to-end MG sampling performance (#3269) @ChuckHastings
• Cleanup obsolete visitor code (#3268) @ChuckHastings
• Download datasets in ARM wheel tests. (#3267) @bdice
• Remove cublas from the link dependencies (#3265) @ChuckHastings
• Reduce error handling verbosity in CI tests scripts (#3258) @AjayThorve
• Bump pinned pip wheel deps to 23.4 (#3253) @sevagh
• Remove legacy sampling implementation, no longer used (#3252) @ChuckHastings
• Update shared workflow branches (#3251) @ajschmidt8
• Remove legacy mg bfs (#3250) @ChuckHastings
• Remove legacy two_hop_neighbors function (#3248) @ChuckHastings
• Remove legacy C++ code for k-core algorithms (#3246) @ChuckHastings
• Unpin dask and distributed for development (#3243) @galipremsagar
• Remove gpuCI scripts. (#3242) @bdice
• Resolve auto merger (#3240) @galipremsagar
• Uniform sampling code cleanup and minor performance tuning (#3238) @seunghwak
• Minor code clean-up (#3237) @seunghwak
• Move date to build string in conda recipe (#3222) @ajschmidt8
• Multi-trainers cugraph-DGL examples (#3212) @VibhuJawa
• Fix merge conflicts (#3183) @ajschmidt8
• Performance tuning the sampling primitive for multi-node multi-GPU systems. (#3169) @seunghwak
• Initial implementation of the Leiden C API (#3165) @ChuckHastings
• Implement Vertex betweenness centrality (#3160) @ChuckHastings
• Add docs build job (#3157) @AyodeAwe
• Refactor betweenness centrality (#2971) @jnke2016
• Remove legacy renumbering (#2949) @jnke2016
• Graph sage example (#2925) @VibhuJawa