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update changelog
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raydouglass committed Jun 7, 2023
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# cuGraph 23.06.00 (7 Jun 2023)

## 🚨 Breaking Changes

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

## 🐛 Bug Fixes

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

## 📖 Documentation

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

## 🚀 New Features

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

## 🛠️ Improvements

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

# cuGraph 23.04.00 (6 Apr 2023)

## 🚨 Breaking Changes
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