v23.04.00

🚨 Breaking Changes

• Pin dask and distributed for release (#1399) @galipremsagar
• Remove faiss_mr.hpp (#1351) @benfred
• Removing FAISS from build (#1340) @cjnolet
• Generic linalg::map (#1337) @achirkin
• Consolidate pre-compiled specializations into single libraft binary (#1333) @cjnolet
• Generic linalg::map (#1329) @achirkin
• Update and standardize IVF indexes API (#1328) @viclafargue
• IVF-Flat index splitting (#1271) @lowener
• IVF-PQ: store cluster data in individual lists and reduce templates (#1249) @achirkin
• Fix for svd API (#1190) @lowener
• Remove deprecated headers (#1145) @lowener

🐛 Bug Fixes

• Fix primitives benchmarks (#1389) @ahendriksen
• Fixing index-url link on pip install docs (#1378) @cjnolet
• Adding some functions back in that seem to be a copy/paste error (#1373) @cjnolet
• Remove usage of Dask's get_worker (#1365) @pentschev
• Remove MANIFEST.in use auto-generated one for sdists and package_data for wheels (#1348) @vyasr
• Revert "Generic linalg::map (#1329)" (#1336) @cjnolet
• Small follow-up to specializations cleanup (#1332) @cjnolet
• Fixing select_k specializations (#1330) @cjnolet
• Fixing remaining bug in ann_quantized (#1327) @cjnolet
• Fixign a couple small kmeans bugs (#1274) @cjnolet
• Remove no longer instantiated templates from list of extern template declarations (#1272) @vyasr
• Bump pinned deps to 23.4 (#1266) @vyasr
• Fix the destruction of interruptible token registry (#1229) @achirkin
• Expose raft::handle_t in the public header (#1192) @vyasr
• Fix for svd API (#1190) @lowener

📖 Documentation

• Adding architecture diagram to README.md (#1370) @cjnolet
• Adding small readme image (#1354) @cjnolet
• Fix serialize documentation of ivf_flat (#1347) @lowener
• Small updates to docs (#1339) @cjnolet

🚀 New Features

• Add Options to Generate Build Metrics Report (#1369) @divyegala
• Generic linalg::map (#1337) @achirkin
• Generic linalg::map (#1329) @achirkin
• matrix::select_k specializations (#1268) @achirkin
• Use rapids-cmake new COMPONENT exporting feature (#1154) @robertmaynard

🛠️ Improvements

• Pin dask and distributed for release (#1399) @galipremsagar
• Pin cupy in wheel tests to supported versions (#1383) @vyasr
• CAGRA (#1375) @tfeher
• add a distance epilogue function to the bfknn call (#1371) @benfred
• Relax UCX pin to allow 1.14 (#1366) @pentschev
• Generate pyproject dependencies with dfg (#1364) @vyasr
• Add nccl to dependencies.yaml (#1361) @benfred
• Add extern template for ivfflat_interleaved_scan (#1360) @ahendriksen
• Stop setting package version attribute in wheels (#1359) @vyasr
• Fix ivf flat specialization header IdxT from uint64_t -> int64_t (#1358) @ahendriksen
• Remove faiss_mr.hpp (#1351) @benfred
• Rename optional helper function (#1345) @viclafargue
• Pass minimum target compile options through raft::raft (#1341) @cjnolet
• Removing FAISS from build (#1340) @cjnolet
• Add dispatch based on compute architecture (#1335) @ahendriksen
• Consolidate pre-compiled specializations into single libraft binary (#1333) @cjnolet
• Update and standardize IVF indexes API (#1328) @viclafargue
• Using int64_t specializations for ivf_pq and refine (#1325) @cjnolet
• Migrate as much as possible to pyproject.toml (#1324) @vyasr
• Pass AWS_SESSION_TOKEN and SCCACHE_S3_USE_SSL vars to conda build (#1321) @ajschmidt8
• Numerical stability fixes for l2 pairwise distance (#1319) @benfred
• Consolidate linter configuration into pyproject.toml (#1317) @vyasr
• IVF-Flat Python wrappers (#1316) @tfeher
• Add stream overloads to ivf_pq serialize/deserialize methods (#1315) @divyegala
• Temporary buffer to view host or device memory in device (#1313) @divyegala
• RAFT skeleton project template (#1312) @cjnolet
• Fix docs build to be pydata-sphinx-theme=0.13.0 compatible (#1311) @galipremsagar
• Update to GCC 11 (#1309) @bdice
• Reduce compile times of distance specializations (#1307) @ahendriksen
• Fix docs upload path (#1305) @AyodeAwe
• Add end-to-end CUDA ann-benchmarks to raft (#1304) @cjnolet
• Make docs builds less verbose (#1302) @AyodeAwe
• Stop using versioneer to manage versions (#1301) @vyasr
• Adding util to get the device id for a pointer address (#1297) @cjnolet
• Enable dfg in pre-commit. (#1293) @vyasr
• Python API for brute-force KNN (#1292) @cjnolet
• support k up to 2048 in faiss select (#1287) @benfred
• CI: Remove specification of manual stage for check_style.sh script. (#1283) @csadorf
• New Sparse Matrix APIs (#1279) @cjnolet
• fix build on cuda 11.5 (#1277) @benfred
• IVF-Flat index splitting (#1271) @lowener
• Remove duplicate librmm runtime dependency (#1264) @ajschmidt8
• build.sh: Add option to log nvcc compile times (#1262) @ahendriksen
• Reduce error handling verbosity in CI tests scripts (#1259) @AjayThorve
• Update shared workflow branches (#1256) @ajschmidt8
• Keeping only compute similarity specializations for uint64_t for now (#1255) @cjnolet
• Fix compile time explosion for minkowski distance (#1254) @ahendriksen
• Unpin dask and distributed for development (#1253) @galipremsagar
• Remove gpuCI scripts. (#1252) @bdice
• IVF-PQ: store cluster data in individual lists and reduce templates (#1249) @achirkin
• Fix inconsistency between the building doc and CMakeLists.txt (#1248) @yong-wang
• Consolidating ANN benchmarks and tests (#1243) @cjnolet
• mdspan view for IVF-PQ API (#1236) @viclafargue
• Remove uint32 distance idx specializations (#1235) @cjnolet
• Add innerproduct to the pairwise distance api (#1226) @benfred
• Move date to build string in conda recipe (#1223) @ajschmidt8
• Replace faiss bfKnn (#1202) @benfred
• Expose KMeans init_plus_plus in pylibraft (#1198) @betatim
• Fix ucx-py version (#1184) @ajschmidt8
• Improve the performance of radix top-k (#1175) @yong-wang
• Add docs build job (#1168) @AyodeAwe
• Remove deprecated headers (#1145) @lowener
• Simplify distance/detail to make is easier to dispatch to different kernel implementations (#1142) @ahendriksen
• Initial port of auto-find-k (#1070) @cjnolet