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update changelog
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raydouglass committed Jun 7, 2022
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# cuGraph 22.06.00 (Date TBD)
# cuGraph 22.06.00 (7 Jun 2022)

Please see https://github.com/rapidsai/cugraph/releases/tag/v22.06.00a for the latest changes to this development branch.
## 🚨 Breaking Changes

- Fix uniform neighborhood sampling remove duplicates ([#2301](https://github.com/rapidsai/cugraph/pull/2301)) [@ChuckHastings](https://github.com/ChuckHastings)
- Split update_v_frontier_from_outgoing_e to two simpler primitives ([#2290](https://github.com/rapidsai/cugraph/pull/2290)) [@seunghwak](https://github.com/seunghwak)
- Refactor MG neighborhood sampling and add SG implementation ([#2285](https://github.com/rapidsai/cugraph/pull/2285)) [@jnke2016](https://github.com/jnke2016)
- Resolve inconsistencies in reduction support in primitives ([#2257](https://github.com/rapidsai/cugraph/pull/2257)) [@seunghwak](https://github.com/seunghwak)
- Revert SG Katz API's signature to previous <22.04 version ([#2242](https://github.com/rapidsai/cugraph/pull/2242)) [@betochimas](https://github.com/betochimas)
- Rename primitive functions. ([#2234](https://github.com/rapidsai/cugraph/pull/2234)) [@seunghwak](https://github.com/seunghwak)
- Graph primitives API updates ([#2220](https://github.com/rapidsai/cugraph/pull/2220)) [@seunghwak](https://github.com/seunghwak)
- Add Katz Centrality to pylibcugraph, refactor Katz Centrality for cugraph ([#2201](https://github.com/rapidsai/cugraph/pull/2201)) [@betochimas](https://github.com/betochimas)
- Update graph/graph primitives API to consistently use vertex/edge centric terminologies instead of matrix centric terminolgies ([#2187](https://github.com/rapidsai/cugraph/pull/2187)) [@seunghwak](https://github.com/seunghwak)
- Define C API for eigenvector centrality ([#2180](https://github.com/rapidsai/cugraph/pull/2180)) [@ChuckHastings](https://github.com/ChuckHastings)

## 🐛 Bug Fixes

- fix sampling handling of dscr region ([#2321](https://github.com/rapidsai/cugraph/pull/2321)) [@ChuckHastings](https://github.com/ChuckHastings)
- Add test to reproduce issue with double weights, fix issue (graph cre… ([#2305](https://github.com/rapidsai/cugraph/pull/2305)) [@ChuckHastings](https://github.com/ChuckHastings)
- Fix MG BFS through C API ([#2291](https://github.com/rapidsai/cugraph/pull/2291)) [@ChuckHastings](https://github.com/ChuckHastings)
- fixes BUG 2275 ([#2279](https://github.com/rapidsai/cugraph/pull/2279)) [@BradReesWork](https://github.com/BradReesWork)
- Refactored SG `hits` and MG `katz_centrality` ([#2276](https://github.com/rapidsai/cugraph/pull/2276)) [@betochimas](https://github.com/betochimas)
- Multi-GPU reduce_v & transform_reduce_v bug fix. ([#2269](https://github.com/rapidsai/cugraph/pull/2269)) [@seunghwak](https://github.com/seunghwak)
- Update BFS and SSSP to check start/source vertex for validity ([#2268](https://github.com/rapidsai/cugraph/pull/2268)) [@alexbarghi-nv](https://github.com/alexbarghi-nv)
- Update some clustering algos to only support undirected graphs ([#2267](https://github.com/rapidsai/cugraph/pull/2267)) [@jnke2016](https://github.com/jnke2016)
- Resolves maximum spanning tree bug when using Edgelist instead of Adjlist ([#2256](https://github.com/rapidsai/cugraph/pull/2256)) [@betochimas](https://github.com/betochimas)
- cudf moved the default_hash into the cudf::detail namespace ([#2244](https://github.com/rapidsai/cugraph/pull/2244)) [@ChuckHastings](https://github.com/ChuckHastings)
- Allow `cugraph` to be imported in an SG env for SG algorithms ([#2241](https://github.com/rapidsai/cugraph/pull/2241)) [@betochimas](https://github.com/betochimas)
- Address some MNMG issues in cython.cu ([#2224](https://github.com/rapidsai/cugraph/pull/2224)) [@ChuckHastings](https://github.com/ChuckHastings)
- Fix error from two conflicting merges ([#2219](https://github.com/rapidsai/cugraph/pull/2219)) [@ChuckHastings](https://github.com/ChuckHastings)
- Branch 22.06 MNMG bug work and support for Undirected Graphs ([#2215](https://github.com/rapidsai/cugraph/pull/2215)) [@acostadon](https://github.com/acostadon)
- Branch 22.06 merge 22.04 ([#2190](https://github.com/rapidsai/cugraph/pull/2190)) [@rlratzel](https://github.com/rlratzel)

## 📖 Documentation

- Fix BFS Docstring ([#2318](https://github.com/rapidsai/cugraph/pull/2318)) [@alexbarghi-nv](https://github.com/alexbarghi-nv)
- small typo ([#2250](https://github.com/rapidsai/cugraph/pull/2250)) [@hoosierEE](https://github.com/hoosierEE)
- Updating issue template and missing docs ([#2211](https://github.com/rapidsai/cugraph/pull/2211)) [@BradReesWork](https://github.com/BradReesWork)
- Python code cleanup across docs, wrappers, testing ([#2194](https://github.com/rapidsai/cugraph/pull/2194)) [@betochimas](https://github.com/betochimas)

## 🚀 New Features

- Multi GPU Property Graph with basic creation support ([#2286](https://github.com/rapidsai/cugraph/pull/2286)) [@acostadon](https://github.com/acostadon)
- Triangle Counting ([#2253](https://github.com/rapidsai/cugraph/pull/2253)) [@seunghwak](https://github.com/seunghwak)
- Triangle Counts C++ API ([#2233](https://github.com/rapidsai/cugraph/pull/2233)) [@seunghwak](https://github.com/seunghwak)
- Define C API for eigenvector centrality ([#2180](https://github.com/rapidsai/cugraph/pull/2180)) [@ChuckHastings](https://github.com/ChuckHastings)

## 🛠️ Improvements

- Pin `dask` and `distributed` for release ([#2317](https://github.com/rapidsai/cugraph/pull/2317)) [@galipremsagar](https://github.com/galipremsagar)
- Pin `dask` & `distributed` for release ([#2312](https://github.com/rapidsai/cugraph/pull/2312)) [@galipremsagar](https://github.com/galipremsagar)
- Triangle counting C API implementation ([#2302](https://github.com/rapidsai/cugraph/pull/2302)) [@ChuckHastings](https://github.com/ChuckHastings)
- Fix uniform neighborhood sampling remove duplicates ([#2301](https://github.com/rapidsai/cugraph/pull/2301)) [@ChuckHastings](https://github.com/ChuckHastings)
- Migrate SG and MG SSSP to pylibcugraph ([#2295](https://github.com/rapidsai/cugraph/pull/2295)) [@alexbarghi-nv](https://github.com/alexbarghi-nv)
- Add Louvain to the C API ([#2292](https://github.com/rapidsai/cugraph/pull/2292)) [@ChuckHastings](https://github.com/ChuckHastings)
- Split update_v_frontier_from_outgoing_e to two simpler primitives ([#2290](https://github.com/rapidsai/cugraph/pull/2290)) [@seunghwak](https://github.com/seunghwak)
- Add and test mechanism for creating graph with edge index as weight ([#2288](https://github.com/rapidsai/cugraph/pull/2288)) [@ChuckHastings](https://github.com/ChuckHastings)
- Implement eigenvector centrality ([#2287](https://github.com/rapidsai/cugraph/pull/2287)) [@ChuckHastings](https://github.com/ChuckHastings)
- Refactor MG neighborhood sampling and add SG implementation ([#2285](https://github.com/rapidsai/cugraph/pull/2285)) [@jnke2016](https://github.com/jnke2016)
- Migrate SG and MG BFS to pylibcugraph ([#2284](https://github.com/rapidsai/cugraph/pull/2284)) [@alexbarghi-nv](https://github.com/alexbarghi-nv)
- Optimize Sampling for graph_store ([#2283](https://github.com/rapidsai/cugraph/pull/2283)) [@VibhuJawa](https://github.com/VibhuJawa)
- Refactor mg symmetrize tests ([#2278](https://github.com/rapidsai/cugraph/pull/2278)) [@jnke2016](https://github.com/jnke2016)
- Add do_expensive_check to graph primitives ([#2274](https://github.com/rapidsai/cugraph/pull/2274)) [@seunghwak](https://github.com/seunghwak)
- add bindings for triangle counting ([#2273](https://github.com/rapidsai/cugraph/pull/2273)) [@jnke2016](https://github.com/jnke2016)
- Define triangle_count C API ([#2271](https://github.com/rapidsai/cugraph/pull/2271)) [@ChuckHastings](https://github.com/ChuckHastings)
- Revert old pattern of SG cugraph testing for CI purposes ([#2262](https://github.com/rapidsai/cugraph/pull/2262)) [@betochimas](https://github.com/betochimas)
- Branch 22.06 bug fixes + update imports ([#2261](https://github.com/rapidsai/cugraph/pull/2261)) [@betochimas](https://github.com/betochimas)
- Raft RNG updated API ([#2260](https://github.com/rapidsai/cugraph/pull/2260)) [@MatthiasKohl](https://github.com/MatthiasKohl)
- Add Degree Centrality to cugraph ([#2259](https://github.com/rapidsai/cugraph/pull/2259)) [@betochimas](https://github.com/betochimas)
- Refactor Uniform Neighborhood Sampling ([#2258](https://github.com/rapidsai/cugraph/pull/2258)) [@ChuckHastings](https://github.com/ChuckHastings)
- Resolve inconsistencies in reduction support in primitives ([#2257](https://github.com/rapidsai/cugraph/pull/2257)) [@seunghwak](https://github.com/seunghwak)
- Add Eigenvector Centrality to pylibcugraph, cugraph APIs ([#2255](https://github.com/rapidsai/cugraph/pull/2255)) [@betochimas](https://github.com/betochimas)
- Add MG Hits and MG Neighborhood_sampling to benchmarks ([#2254](https://github.com/rapidsai/cugraph/pull/2254)) [@jnke2016](https://github.com/jnke2016)
- Undirected graph support for MG graphs ([#2247](https://github.com/rapidsai/cugraph/pull/2247)) [@jnke2016](https://github.com/jnke2016)
- Branch 22.06 bugs ([#2245](https://github.com/rapidsai/cugraph/pull/2245)) [@BradReesWork](https://github.com/BradReesWork)
- Revert SG Katz API's signature to previous <22.04 version ([#2242](https://github.com/rapidsai/cugraph/pull/2242)) [@betochimas](https://github.com/betochimas)
- add API for the new uniform neighborhood sampling ([#2236](https://github.com/rapidsai/cugraph/pull/2236)) [@ChuckHastings](https://github.com/ChuckHastings)
- Reverting raft pinned tag ([#2235](https://github.com/rapidsai/cugraph/pull/2235)) [@cjnolet](https://github.com/cjnolet)
- Rename primitive functions. ([#2234](https://github.com/rapidsai/cugraph/pull/2234)) [@seunghwak](https://github.com/seunghwak)
- Moves pylibcugraph APIS from 22.04 and earlier out of `experimental` namespace ([#2232](https://github.com/rapidsai/cugraph/pull/2232)) [@betochimas](https://github.com/betochimas)
- Use conda to build python packages during GPU tests ([#2230](https://github.com/rapidsai/cugraph/pull/2230)) [@Ethyling](https://github.com/Ethyling)
- Fix typos in documentation ([#2225](https://github.com/rapidsai/cugraph/pull/2225)) [@seunghwak](https://github.com/seunghwak)
- Update CMake pinning to allow newer CMake versions. ([#2221](https://github.com/rapidsai/cugraph/pull/2221)) [@vyasr](https://github.com/vyasr)
- Graph primitives API updates ([#2220](https://github.com/rapidsai/cugraph/pull/2220)) [@seunghwak](https://github.com/seunghwak)
- Enable MG support for small datasets ([#2216](https://github.com/rapidsai/cugraph/pull/2216)) [@jnke2016](https://github.com/jnke2016)
- Unpin `dask` & `distributed` for devlopment ([#2214](https://github.com/rapidsai/cugraph/pull/2214)) [@galipremsagar](https://github.com/galipremsagar)
- updated MG Test code to not use DiGraph ([#2213](https://github.com/rapidsai/cugraph/pull/2213)) [@BradReesWork](https://github.com/BradReesWork)
- renaming detail space functions ([#2212](https://github.com/rapidsai/cugraph/pull/2212)) [@seunghwak](https://github.com/seunghwak)
- Make diagram and caption consistent in Pagerank.ipynb ([#2207](https://github.com/rapidsai/cugraph/pull/2207)) [@charlesbluca](https://github.com/charlesbluca)
- Add Katz Centrality to pylibcugraph, refactor Katz Centrality for cugraph ([#2201](https://github.com/rapidsai/cugraph/pull/2201)) [@betochimas](https://github.com/betochimas)
- Resolve Forward merging of branch-22.04 into branch-22.06 ([#2197](https://github.com/rapidsai/cugraph/pull/2197)) [@jnke2016](https://github.com/jnke2016)
- Add Katz Centrality to the C API ([#2192](https://github.com/rapidsai/cugraph/pull/2192)) [@ChuckHastings](https://github.com/ChuckHastings)
- Update graph/graph primitives API to consistently use vertex/edge centric terminologies instead of matrix centric terminolgies ([#2187](https://github.com/rapidsai/cugraph/pull/2187)) [@seunghwak](https://github.com/seunghwak)
- Labeling algorithm updates for C API ([#2185](https://github.com/rapidsai/cugraph/pull/2185)) [@ChuckHastings](https://github.com/ChuckHastings)
- Added GraphStore Function ([#2183](https://github.com/rapidsai/cugraph/pull/2183)) [@wangxiaoyunNV](https://github.com/wangxiaoyunNV)
- Enable building static libs ([#2179](https://github.com/rapidsai/cugraph/pull/2179)) [@trxcllnt](https://github.com/trxcllnt)
- Fix merge conflicts ([#2155](https://github.com/rapidsai/cugraph/pull/2155)) [@ajschmidt8](https://github.com/ajschmidt8)
- Remove unused code (gunrock HITS) ([#2152](https://github.com/rapidsai/cugraph/pull/2152)) [@seunghwak](https://github.com/seunghwak)
- Turn off cuco dependency in RAFT. Re-establish explicit `cuco` and `libcuxx` cmake dependencies ([#2132](https://github.com/rapidsai/cugraph/pull/2132)) [@cjnolet](https://github.com/cjnolet)
- Consolidate C++ conda recipes and add `libcugraph-tests` package ([#2124](https://github.com/rapidsai/cugraph/pull/2124)) [@Ethyling](https://github.com/Ethyling)
- Use conda compilers ([#2101](https://github.com/rapidsai/cugraph/pull/2101)) [@Ethyling](https://github.com/Ethyling)
- Use mamba to build packages ([#2051](https://github.com/rapidsai/cugraph/pull/2051)) [@Ethyling](https://github.com/Ethyling)

# cuGraph 22.04.00 (6 Apr 2022)

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