[NIGHTLY] v0.19.0

🔗 Links

• Development Branch
• Compare with main branch

🐛 Bug Fixes

• Fixed copyright date and format (#1526) @rlratzel
• fix mg_renumber non-deterministic errors (#1523) @Iroy30
• Updated NetworkX version to 2.5.1 (#1510) @rlratzel
• pascal renumbering fix (#1505) @Iroy30
• Fix MNMG test failures and skip tests that are not supported on Pascal (#1498) @jnke2016
• Revert "Update conda recipes pinning of repo dependencies" (#1493) @raydouglass
• Update conda recipes pinning of repo dependencies (#1485) @mike-wendt
• Update to make notebook_list.py compatible with numba 0.53 (#1455) @rlratzel
• Fix bugs in copy_v_transform_reduce_key_aggregated_out_nbr & groupby_gpuid_and_shuffle (#1434) @seunghwak
• update default path of setup to use the new directory paths in build … (#1425) @ChuckHastings

📖 Documentation

• Create C++ documentation (#1489) @ChuckHastings
• Create cuGraph developers guide (#1431) @ChuckHastings
• Add boost 1.0 license file. (#1401) @seunghwak

🚀 New Features

• Implement C/CUDA RandomWalks functionality (#1439) @aschaffer
• Add R-mat generator (#1411) @seunghwak

🛠️ Improvements

• Random Walks - Python Bindings (#1516) @jnke2016
• Updating RAFT tag (#1509) @afender
• Clean up nullptr cuda_stream_view arguments (#1504) @hlinsen
• Reduce the size of the cugraph libraries (#1503) @robertmaynard
• Add indirection and replace algorithms with new renumbering (#1484) @Iroy30
• Multiple graph generator with power law distribution on sizes (#1483) @afender
• TSP solver bug fix (#1480) @hlinsen
• Added cmake function and .hpp template for generating version_config.hpp file. (#1476) @rlratzel
• Fix for bug in SCC on self-loops (#1475) @aschaffer
• MS BFS python APIs + EgoNet updates (#1469) @afender
• Removed unused dependencies from libcugraph recipe, moved non-test script code from test script to gpu build script (#1468) @rlratzel
• Remove literals passed to device_uvector::set_element_async (#1453) @harrism
• ENH Change conda build directories to work with ccache (#1452) @dillon-cullinan
• Updating docs (#1448) @BradReesWork
• Improve graph primitives performance on graphs with widely varying vertex degrees (#1447) @seunghwak
• Update Changelog Link (#1446) @ajschmidt8
• Updated NCCL to version 2.8.4 (#1445) @BradReesWork
• Update FAISS to 1.7.0 (#1444) @BradReesWork
• Update graph partitioning scheme (#1443) @seunghwak
• Add additional datasets to improve coverage (#1441) @jnke2016
• Update C++ MG PageRank and SG PageRank, Katz Centrality, BFS, and SSSP to use the new R-mat graph generator (#1438) @seunghwak
• Remove raft handle duplication (#1436) @Iroy30
• Streams infra + support in egonet (#1435) @afender
• Prepare Changelog for Automation (#1433) @ajschmidt8
• Update 0.18 changelog entry (#1429) @ajschmidt8
• Update and Test Renumber bindings (#1427) @Iroy30
• Update Louvain to use new graph primitives and pattern accelerators (#1423) @ChuckHastings
• Replace rmm::device_vector & thrust::host_vector with rmm::device_uvector & std::vector, respectively. (#1421) @seunghwak
• Update C++ MG PageRank test (#1419) @seunghwak
• ENH Build with cmake --build & Pass ccache variables to conda recipe & use Ninja in CI (#1415) @Ethyling
• Adding new primitives: copy_v_transform_reduce_key_aggregated_out_nbr & transform_reduce_by_adj_matrix_row|col_key_e bug fixes (#1399) @seunghwak
• Add new primitives: compute_in|out_degrees, compute_in|out_weight_sums to graph_view_t (#1394) @seunghwak
• Rename sort_and_shuffle to groupby_gpuid_and_shuffle (#1392) @seunghwak
• Matching updates for RAFT comms updates (device_sendrecv, device_multicast_sendrecv, gather, gatherv) (#1391) @seunghwak
• Fix forward-merge conflicts for #1370 (#1377) @ajschmidt8
• Add utility function for computing a secondary cost for BFS and SSSP output (#1376) @hlinsen