[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