Releases · rapidsai/cudf

05 Feb 16:33

AyodeAwe

v26.02.01

5b9658c

v26.02.01 Latest

Latest

What's Changed

🐛 Bug Fixes

Backport #21301: Only serialize column slice by @pentschev in #21328

Full Changelog: v26.02.00...v26.02.01

Contributors

pentschev

Assets 2

04 Feb 17:39

AyodeAwe

v26.02.00

9782a26

v26.02.00

What's Changed

🚨 Breaking Changes

Avoid counting nulls and creating null mask in groupby aggregation MERGE_M2 by @ttnghia in #20716
Remove cudf::get_current_device_resource by @bdice in #20688
Avoid creating null mask in groupby aggregation M2 by @ttnghia in #20726
Remove deprecated left semi- and anti- join APIs by @shrshi in #20668
Inline and simplify some column methods by @vyasr in #20819
Enable copy-on-write in cudf.pandas by @vyasr in #20401
[FEA] Improve Null-Aware Operator Support in AST-Codegen by @lamarrr in #20206
Remove legacy hash-combine logic and unify hashing with row hasher by @PointKernel in #20796
Remove deprecated .from_pandas constructors by @mroeschke in #20925
Remove deprecated Series.data by @mroeschke in #20914
Remove all base attributes from ColumnBase by @vyasr in #20961
Fix handling of unquoted strings in the CSV reader by @vuule in #20996

🐛 Bug Fixes

Avoid duplicate streaming nodes for the rapidsmpf runtime by @rjzamora in #20586
Handle scalar arguments in ternary expression by @Matt711 in #20600
fix(noarch): use noarch build script in noarch build by @gforsyth in #20654
fix(conda): matrix out noarch builds by cuda-major version by @gforsyth in #20678
Include RMM in type checking environment and update type annotations for optional stream by @TomAugspurger in #20636
Add no-op path for ArrowExtensionArray.astype by @Matt711 in #20580
Skip pytorch integration tests if CUDA is not available by @Matt711 in #20729
Always delay CUDA Array Interface pointer access by @vyasr in #20719
Fix various copy-on-write bugs by @vyasr in #20744
Fix leaks in cuDF java tests by @abellina in #20767
Fix plc.Scalar.from_py(datetime.datetime) incorrectly localizing naive datetimes by @mroeschke in #20769
Don't remove double casts in cudf_polars by @mroeschke in #20773
Fixes struct column handling in sort-merge joins by @shrshi in #20664
Fix for synccheck compute-sanitizer errors across Parquet gtest by @mhaseeb123 in #20775
Pin numpy<2.4.0a0 in mypy pre-commit environment by @TomAugspurger in #20781
Raise when trying to run queries on different devices in same process by @wence- in #20617
Ensure min_periods=0 is passed through rolling aggregations by @Matt711 in #20653
Fix racecheck errors in the ORC reader by @vuule in #20792
Fix the crash of multi-threaded parquet reader benchmark by @kingcrimsontianyu in #20783
Fix racecheck reported by DATA_CHUNK_SOURCE_TEST in inflate_kernel by @davidwendt in #20804
Fix racecheck in the gpu_debrotli_kernel by @davidwendt in #20806
Ensure literal groupby aggregations are broadcasted to key length in cudf_polars by @mroeschke in #20776
Pin aiobotocore<3 to fix CI failures by @TomAugspurger in #20844
Fix racecheck in parquet decode_page_data_generic kernel by @davidwendt in #20850
Avoid generating empty TableChunks in streaming scan nodes by @rjzamora in #20815
Fix dask imports in CudfFusedParquetIOHost by @rjzamora in #20845
Fix UB due to OOM Exception in ParquetReaderTest.ManyLargeLists by @lamarrr in #20841
Fix racecheck/synccheck in JSON parse_fn_string_parallel kernel by @davidwendt in #20856
Fix racecheck in ORC decode_column_data_kernel by @davidwendt in #20853
Disable flatbuffers tests in CMake configuration by @bdice in #20848
Upper bound on aiosqlite in polars-upstream job by @TomAugspurger in #20866
Fix boolean casting consistency with Pandas (#20746) by @aryansri05 in #20747
Add retries to requests made to PyPI's JSON API by @TomAugspurger in #20865
Fix size_type overflow in multiple APIs by @vuule in #20857
Fix racecheck in parquet compute_string_page_bounds_kernel by @davidwendt in #20868
Fix dictionary::encode to honor indices-type parameter by @davidwendt in #20842
Add missing headers to row_ir.hpp, row_ir.cpp by @bdice in #20834
Fix parquet_options in pdsh benchmark by @TomAugspurger in #20893
Add stream synchronize to tdigest generate_group_cluster_info by @davidwendt in #20846
Only install RMM in mypy env on linux by @TomAugspurger in #20878
Make nvcomp export unconditional by @vyasr in #20828
Ensure we have nvjitlink from the CUDA version used at build time or newer and upgrade numba-cuda lower bound by @bdice in #20873
Fix size_type overflow in the ORC writer by @vuule in #20889
Constrain pyparsing version by @vyasr in #20935
Revert #20902 by @vyasr in #20955
Add force-blocking-launches to run_compute_sanitizer_test script by @davidwendt in #20962
Fix racecheck error in parquet delta_byte_array_decoder::string_scan by @davidwendt in #20967
Fix racechecks reported in parquet gpuEncodePages kernel by @davidwendt in #20975
Don't encode s3 paths for kvikio_remote_io in read_json by @mroeschke in #20976
Allow sort merge join to go above int32 output row limits by @revans2 in #20960
Correct stream ordered deallocation in Join by @TomAugspurger in #20981
Reintroduce Buffer.nbytes property by @pentschev in #21027
Fix SHA hash OOB on strings that are exact multiples of message chunk size by @rishic3 in #21004
Temporarily disable IWYU for nightly tests by @davidwendt in #21045
Fix cudf-polars multi-partition distributed sort by @TomAugspurger in #21047
Backport #21051 by @wence- in #21086
Pin pandas for pylibcudf testing by @galipremsagar in #21124
Hide pinned pool instantiation to avoid symbol conflicts with nvcomp by @vyasr in #21161
Specialize field type checking for bool in Parquet thrift list decoder by @mhaseeb123 in #21144
Fix reading of CSV files with double quotes in unquoted strings by @vuule in #21151
Revert the multithreaded optimization in the CSV reader by @vuule in #21198
Pin sqlglot in third-party integration tests by @Matt711 in #21271
Exclude sqlglot version 28.7 from CI by @Matt711 in #21293

📖 Documentation

Add note to developer guide about null values being undefined by @bdice in #20645
[DOC] Add cudf-polars to the example build command by @Matt711 in #20763
Clarify internal API header placement guidelines for details headers by @PointKernel in #20985
Clarify deprecation message for cudf::round by @nirandaperera in #20809
Require nvcc 12.9 in contributing guide by @bdice in #21186

🚀 New Features

Expose cudf::compute_column_jit to python by @Matt711 in #20697
Add configuration option for max-io-threads by @quasiben in #20606
Return stats from lower_ir_graph by @rjzamora in #20528
Promote join_kind from detail namespace to public by @PointKernel in #20703
Make DataFrameScan and DataFrameSourceInfo pickle-able by @rjzamora in #20732
Add compute-sanitizer dispatch action by @bdice in #20542
Add RapidsMPF Al...

Contributors

trxcllnt, mmccarty, and 32 other contributors

Assets 2

10 Dec 22:34

AyodeAwe

v25.12.00

580975b

v25.12.00

What's Changed

🚨 Breaking Changes

Rewrite JNI functions to use JNI_TRY/JNI_CATCH by @ttnghia in #19053
Remove compatibility with nvCOMP versions before 5.0 by @vuule in #20140
Remove DataFrame.apply_chunks, Groupby.apply_grouped by @mroeschke in #20194
Change .str.starts/endswith with tuple argument to match any pattern instead of pairwise matching by @mroeschke in #20249
[cudf-polars] CUDA stream by @madsbk in #20154
Chunked read parquet, prepend index column, and apply deletion vector by @mhaseeb123 in #20201
Zero-copy hostdevice_vector on integrated systems by @vuule in #20225
Use int64_t for the num_rows slot in parquet_reader_options by @wence- in #20256
Require CUDA 12.2+ by @jakirkham in #20416
Remove compatibility for CCCL < 3.1 by @bdice in #20468
Remove deprecated types and APIs by @vuule in #20422
Support signed integers and decimals in SUM_WITH_OVERFLOW groupby by @PointKernel in #19598
Change groupby-scan COUNT to 1-based results by @davidwendt in #20168
Change strings::like() pattern parameter from string_scalar to string_view by @davidwendt in #20428
No-op performance tracking wrappers by @galipremsagar in #20595

🐛 Bug Fixes

Copy attrs at correct place in DataFrame constructor by @galipremsagar in #20074
Handle missing nightly runs in pandas tests job by @galipremsagar in #20081
Fix numpy ufunc for DataFrame by @galipremsagar in #20070
Unproxy few unnecessary testing utilities in pandas by @galipremsagar in #20088
Fix libcudf groupby benchmarks to not include internal cache by @davidwendt in #20038
Fix cudf.date_range with non-iso start and end date strings by @mroeschke in #20116
Fix create_distinct_rows_column to create non-nullable columns by @davidwendt in #20082
Fix arrow timestamp frequency cases in cudf.pandas by @galipremsagar in #20128
Cast inputs to true division from decimal to float by @Matt711 in #20077
Handle NVMLError_NotSupported in cudf-polars by @TomAugspurger in #20179
Fix RMM JNI pinned_fallback_host_memory_resource for CCCL 3.1.0 by @bdice in #20160
Require passing memory resources to from_libcudf methods by @vyasr in #20171
Enable hash-groupby for decimal32/64 type and MEAN aggregation by @davidwendt in #20040
Align decimal dtypes in predicate before conditional join by @Matt711 in #20060
Change stream_checking_resource_adaptor::do_deallocate to noexcept by @vyasr in #20218
Deallocation should be noexcept by @bdice in #20219
Fix a race condition in the decode of delta encoded Parquet columns by @vuule in #20216
Fix the host-device tdigest offsets by using cuda::std::span by @PointKernel in #20220
Add stream and mr arguments to Column.from_arrow type stub by @TomAugspurger in #20244
Pin deltalake in cudf-polars-polars-tests CI job by @TomAugspurger in #20255
Pin ibis-framework<11.0.0 by @Matt711 in #20267
Add private attributes for cudf.pandas proxy objects by @galipremsagar in #20276
Add Proxy for SparseAccessor by @galipremsagar in #20278
We need this to pacify mypy by @wence- in #20285
Purge non-empty nulls for the generated lists columns in data generation utility by @ttnghia in #20283
Fix missing table compatibility check in two_table_comparator constructor by @PointKernel in #20305
Fix the check for equal num_cols across empty parquet sources by @mhaseeb123 in #20320
Add nans_to_nulls to Frame by @galipremsagar in #20314
Add support for list type in get by @galipremsagar in #20332
Fix decimal dtype serialization in cudf-polars by @Matt711 in #20300
Make the GroupedRollingWindowexpression node reconstructable in cudf-polars by @Matt711 in #20288
Ensure pylibcudf.Scalar.from_py uses CUDA streams by @TomAugspurger in #20340
Skip failing cudf-polars test due to hash groupby bug by @Matt711 in #20356
Support order by keys for order-sensitive scalar aggregations in grouped windows by @Matt711 in #20350
Honor user-passed stream in slice_strings for scalar inputs by @mroeschke in #20349
Thread missing streams in column/table view creation to char size calculation by @vyasr in #20351
Fix missed-sync for mapping_indices_kernel in hash-based groupby aggregation by @ttnghia in #20370
Fix a few SPDX-related issues by @KyleFromNVIDIA in #20364
Fix a dtype bug in column constructor by @galipremsagar in #20384
Refactor as_column dtype parameter calls by @galipremsagar in #20379
Add CUDA stream to cudf_polars.Column.deserialize by @TomAugspurger in #20396
Add missing CUDA stream to cudf-polars left-semi join by @TomAugspurger in #20398
Fix various string APIs to work with extension types by @galipremsagar in #20368
Add parameter validation for merge and MultiIndex.from_frame by @galipremsagar in #20382
Fix nvtext::normalize_characters special token case by @davidwendt in #20242
Fix pinned memory resource shared_pointer lifetime in tests. by @bdice in #20407
Support new nvcompStatus_t enum value by @vuule in #20376
Don't skip blank CSV lines rows after the header in cudf-polars scan_csv by @mroeschke in #20341
Fix OOB accesses in JSON_CornerCase_Empty test and get_row_array_parent_col_id function by @bdice in #20421
Change calls to cudaMemcpyToSymbol to cudaMemcpyToSymbolAsync by @davidwendt in #20374
Do not accelerate pandas._config.config by @Matt711 in #20413
Return timedelta instead of datetime type with std with datetime type with missing values by @mroeschke in #20439
Disallow non-bool skipna arguments to reduction methods by @mroeschke in #20436
Fix parquet scans for duckDB PDS-DS by @Matt711 in #20388
Support __array_function__ on the proxy array type by @Matt711 in #20419
Make memory_usage and __sizeof__ proxy attributes and always skip all memory usage tests by @Matt711 in #20425
Add input validation for from_records by @galipremsagar in #20412
Use computed reduction result type for empty sum and product aggregations by @mroeschke in #20438
Correct level arg validation for Index.isin, unique by @mroeschke in #20449
Add private _grouper attribute to DataFrameGroupBy proxy type by @Matt711 in #20448
Raise ValueError when indexing with zero step slice by @mroeschke in #20453
Raise IndexError for float-like indexers in RangeIndex/MultiIndex.getitem by @mroeschke in #20454
Disallow slice(bool, ...) in DataFrame.loc with MultiIndex by @mroeschke in #20457
Fix core dump in MemoryCleaner by @res-life in #19872
Disallow multiple ellipse values in loc/iloc indexing by @mroeschke in #20456
Fix scan operations for string columns by @galipremsagar in #20460
Fix UTF8 data generator in libcudf benchmarks utility by @davidwendt in #20465
Handle dealloc in stream-ordered cudf-polars ops by @TomAugspurger in #20467
Raise on unsupported unsta...

Contributors

trxcllnt, rockhowse, and 28 other contributors

Assets 2

08 Oct 16:55

AyodeAwe

v25.10.00

f4e35ca

v25.10.00

🚨 Breaking Changes

Remove UCX-Py (#19979) @pentschev
Revert "Migrate mixed join to use multiset #19660" (#19933) @PointKernel
Fill missing values in Series/Index.values for numeric types with np.nan by default (#19923) @mroeschke
Remove deprecated DataFrame.apply_rows, deprecate DataFrame.apply_chunks and Groupby.apply_grouped (#19896) @mroeschke
Move prefetching out of experimental and simplify the API (#19875) @vyasr
Add join *_match_context APIs to hash join (#19835) @PointKernel
Vendor libnvcomp in libcudf (#19743) @bdice
Migrate mixed join to use multiset (#19660) @PointKernel
Separate row mask and page mask computation and usage (#19537) @mhaseeb123
[FEA] Implement null-aware transforms and filters (#19502) @lamarrr
Support output-type for MEDIAN/QUANTILE aggregation in cudf::reduce (#19267) @davidwendt

🐛 Bug Fixes

Fix edge cases in statistics collection (#20094) @rjzamora
Fix multi-partition Filter bug (#20075) @rjzamora
Fix reindex to fill only the reindexed values with fill_value (#20063) @galipremsagar
Fix arrow arrays + numpy ufunc interaction (#20047) @galipremsagar
Fix race conditions in ORC reader decimal decoding (#20044) @vuule
Keep mr alive along with arrow tables and columns (#20028) @vyasr
Fix value_counts missing nan bug (#20026) @galipremsagar
Compatibility for rapidsmpf's unspill_partitions (#20020) @TomAugspurger
Fix type metadata preservation in shift (#20017) @galipremsagar
Fix incorrect type propagation in dataframe assignment (#20010) @galipremsagar
Fix OOB memory read in decode_page_data_generic kernel (#19995) @davidwendt
Fix data_type creation in ast::operation::instantiate (#19994) @davidwendt
Skip Narwhals pandas get_dtype_backend[pyarrow] tests after ArrowDtype proxy changes (#19992) @Matt711
Make cudf.pandas callables usable with inspect.getfullargspec (#19988) @mroeschke
Align decimal dtypes to schema after parquet IO scan (#19974) @Matt711
Avoid undefined numpy protocols on cudf.pandas proxy objects (#19968) @mroeschke
Skip failing polars iceberg test (#19955) @Matt711
Revert "Migrate mixed join to use multiset #19660" (#19933) @PointKernel
Define FrozenList proxy independently in cudf.pandas (#19931) @mroeschke
Ignore scalars when broadcasting for horizontal string concatenation in cudf-polars (#19893) @Matt711
Fix is_valid_rolling_aggregation for STD aggregation (#19888) @davidwendt
Fix a decompression parameter in the chunked ORC reader (#19882) @vuule
Skip flaky stats tests pending follow up (#19881) @brandon-b-miller
Require list type for is_valid_aggregation and MERGE_LISTS/SETS (#19876) @davidwendt
Temporary solution to ensure data-source/sink stream ordering (#19874) @kingcrimsontianyu
Check for integer overflow in cudf::strings::find_multiple (#19867) @davidwendt
Fix missing stream from cudf::top_k_order (#19866) @davidwendt
Disallow loc.setitem with list-like indexer when list elements not in index (#19851) @mroeschke
Fix .str.replace ignoring n for single character replacements (#19848) @mroeschke
Fix strings::find_instance warp parallel logic (#19845) @davidwendt
Add changed-files to the needs of every job that requires it (#19830) @Matt711
xfail polars decimal(precision=None) test (#19821) @Matt711
Fix empty column returned by cudf::from_arrow_stream_column (#19812) @davidwendt
Filter pandas warning in dask_cudf test (#19808) @TomAugspurger
Update identify_stream_usage CUDA runtime hooks to CUDA 13 (#19807) @robertmaynard
When bundling libnvcomp.so.X only append the major version value (#19786) @robertmaynard
Improvements to pylibcudf.from_iterable_of_py (#19781) @Matt711
Avoid using multiple Cache nodes with the same hash (#19769) @rjzamora
Fix window var() test failures from float rounding (#19761) @Matt711
Use is_compressed field from Parquet V2 data page headers to determine if they are compressed (#19755) @mhaseeb123
Fix bug in eval function with nvtx-0.2.11 (#19754) @galipremsagar
Fix ndsh benchmarks nvtx range usage (#19753) @davidwendt
Support nan in non-floating point column in cudf-polars (#19742) @Matt711
Fix filter call in benchmark (#19732) @vyasr
Suppress NVRTC warning from stdint.h (#19712) @davidwendt
Correctly decode boolean lists in chunked parquet reader (#19707) @mhaseeb123
Add new xfails for xarray release (#19705) @vyasr
Fix "--executor" pytest parameter for cudf-polars (#19703) @rjzamora
Match polars semantics for rolling-sum with all-null windows (non-empty) (#19680) @Matt711
[BUG] Set query_set arg when validating/running cudf-polars PDS-DS benchmarks (#19674) @Matt711
Fix group_by().agg() on non-aggregatable dtypes (#19669) @Matt711
Fix broken links in 10min notebook (#19665) @Matt711
Skip managed memory test if managed memory not supported in cudf-polars (#19653) @Matt711
Fix integer overflow in warp-per-row grid calculation (#19638) @davidwendt
Propagate exceptions thrown in async IO operations (#19628) @vuule
Make DataFrame.dtypes not fallback to CPU always (#19627) @galipremsagar
Set scalar to valid in range_window_bounds unbounded/current_row (#19622) @davidwendt
Enable data page mask computation for nullable list and struct columns (#19617) @mhaseeb123
Fix cudf::sequence() to throw exception for invalid scalar inputs (#19612) @davidwendt
Fix uninitialized variable and misaligned write in parquet generic decoder (#19601) @mhaseeb123
Compatibility with rapidsmpf 25.10.0 (#19591) @TomAugspurger
Avoid querying device memory on systems without it in dask-cudf (#19577) @Matt711
Avoid querying device memory on systems without it in cudf-polars benchmarks (#19575) @Matt711
Increase alignment requirement for parquet bloom filter to 256 (#19573) @mhaseeb123
Fix strftime with non-exact %a, %A, %b, %B (#19570) @mroeschke
Fix OOB memcheck error in group_rank_to_percentage utility (#19567) @davidwendt
Fix logic for number of unique values generated by data profile in benchmarks (#19540) @shrshi
Fix contiguous-split nvbench cmake build (#19534) @davidwendt
Fix value counts expression when the column has nulls (#19524) @Matt711
Prefer Column.astype over plc.unary.cast in the fill null unary function expression (#19479) @Matt711
Fix missing return in StringFunction.Strptime strict=True path (#19464) @Matt711
Make dividing a boolean column return f64 dtype in cudf-polars (#19443) @Matt711
branch-25.10-merge-branch-25.08 (#19429) @davidwendt
Replace sprintf with std::format in libcudf parquet tests (#19364) @davidwendt

📖 Documentation

Update missing docs (#19925) @vyasr
Add examples of null handling to doxygen for cudf::rank (#19774) @davidwendt
Fix cudf-polars dependency list docs (#19750) @pentschev
Update cuDF classic testing documention regarding testing organization (#19745) @mroeschke
Improve documentation around why we need no_gc_clear on pylibcudf Scalars (#19661) @vyasr

🚀 New Features

Add memory resource parameters to interop, merge, and transpose (#20007) @vyasr
Add mixed join benchmark with complex AST operators (#20004) @PointKernel
Add memory resource arguments to join, round, and labeling (#20001) @vyasr
cudf-polars strptime format inference (#19997) @brandon-b-miller
Filter parquet row groups using byte offset bounds (#19991) @mhaseeb123
Add memory resource arguments to concatenate (#19943) @vyasr
Use column statistics to generate the physical plan in cuDF-Polars (#19940) @rjzamora
Add all missing stream parameters (#19922) @vyasr
Remote IO support in cudf-polars (#19921) @Matt711
Add streams to io/timezone and io/text modules (#19913) @vyasr
Add stream support to all nvtext modules (#19911) @vyasr
Add streams to all top-level strings modules (#19910) @vyasr
Update strings split APIs with stream parameters (#19909) @vyasr
Support ordered grouped windows in cudf-polars (#19891) @Matt711
Add local row-count and unique-count estimates to explain(... logical=True) (#19864) @rjzamora
Add join *_match_context APIs to hash join (#19835) @PointKernel
Support rank(...).over(...) expressions in cudf-polars (#19803) @Matt711
Add strings to/from encoded integer APIs (#19789) @davidwendt
Add to_arrow method to pylibcudf core types (#19787) @Matt711
Add streams to strings convert APIs (#19780) @vyasr
Add an option to support reading ORC timestamp column as UTC time. (#19773) @res-life
Support null_count in groupby/rolling context (#19739) @Matt711
Collect join-key information in cudf-polars (#19736) @rjzamora
Add count aggregation support to cudf::reduce (#19734) @davidwendt
[FEA] Implement AST Expression - JIT codegen (#19733) @lamarrr
Add streams to all scalar factories (#19729) @vyasr
Add streams to reshape (#19728) @vyasr
Add streams to null mask APIs (#19727) @vyasr
Add streams to column APIs (#19726) @vyasr
Construct next-gen parquet reader with pre-populated footer (#19724) @mhaseeb123
Require numba-cuda>=0.19.0,<0.20.0a0 (#19711) @brandon-b-miller
Support over expression (window mapping) in cudf-polars (#19684) @Matt711
Add streams support to all list APIs (#19683) @vyasr
[FEA] Add Filter Benchmark (#19678) @lamarrr
Add streams to pylibcudf join APIs (#19672) @vyasr
Add streams to sorting APIs (#19671) @vyasr
[FEA] Remove excessive copies of JITIFY's ProgramData during JIT kernel launch (#19667) @lamarrr
Add streams to hashing APIs (#19663) @vyasr
Use a more robust metric for sorting (de)compression tasks (#19656) @vuule
Add streams support to datetime APIs (#19654) @vyasr
Add streams to stream_compaction (#19651) @vyasr
Enable casting pl.Datetime to integer types in cudf-polars (#19647) @brandon-b-miller
Add Java JNI interface to get Gpu UUID (#19646) @res-life
Add reduction with overflow detection (#19641) @PointKernel
Upgrade to nvCOM...

Contributors

msarahan, seberg, and 32 other contributors

Assets 2

25 Sep 18:27

rapids-bot

v25.12.00a

6de7a75

[NIGHTLY] v25.12.00 Pre-release

Pre-release

🔗 Links

🚨 Breaking Changes

Change .str.starts/endswith with tuple argument to match any pattern instead of pairwise matching (#20249) @mroeschke
Remove DataFrame.apply_chunks, Groupby.apply_grouped (#20194) @mroeschke
[cudf-polars] CUDA stream (#20154) @madsbk
Remove compatibility with nvCOMP versions before 5.0 (#20140) @vuule
Rewrite JNI functions to use JNI_TRY/JNI_CATCH (#19053) @ttnghia

🐛 Bug Fixes

We need this to pacify mypy (#20285) @wence-
Purge non-empty nulls for the generated lists columns in data generation utility (#20283) @ttnghia
Add Proxy for SparseAccessor (#20278) @galipremsagar
Add private attributes for cudf.pandas proxy objects (#20276) @galipremsagar
Pin ibis-framework<11.0.0 (#20267) @Matt711
Pin deltalake in cudf-polars-polars-tests CI job (#20255) @TomAugspurger
Add stream and mr arguments to Column.from_arrow type stub (#20244) @TomAugspurger
Fix the host-device tdigest offsets by using cuda::std::span (#20220) @PointKernel
Deallocation should be noexcept (#20219) @bdice
Change stream_checking_resource_adaptor::do_deallocate to noexcept (#20218) @vyasr
Fix a race condition in the decode of delta encoded Parquet columns (#20216) @vuule
Handle NVMLError_NotSupported in cudf-polars (#20179) @TomAugspurger
Require passing memory resources to from_libcudf methods (#20171) @vyasr
Fix RMM JNI pinned_fallback_host_memory_resource for CCCL 3.1.0 (#20160) @bdice
Fix arrow timestamp frequency cases in cudf.pandas (#20128) @galipremsagar
Fix cudf.date_range with non-iso start and end date strings (#20116) @mroeschke
Unproxy few unnecessary testing utilities in pandas (#20088) @galipremsagar
Fix create_distinct_rows_column to create non-nullable columns (#20082) @davidwendt
Handle missing nightly runs in pandas tests job (#20081) @galipremsagar
Cast inputs to true division from decimal to float (#20077) @Matt711
Copy attrs at correct place in DataFrame constructor (#20074) @galipremsagar
Fix numpy ufunc for DataFrame (#20070) @galipremsagar
Align decimal dtypes in predicate before conditional join (#20060) @Matt711
Enable hash-groupby for decimal32/64 type and MEAN aggregation (#20040) @davidwendt
Fix libcudf groupby benchmarks to not include internal cache (#20038) @davidwendt

📖 Documentation

Add profiling guide (#20292) @bdice
Add note that --rmm-async only affects distributed scheduler. (#20129) @bdice

🚀 New Features

Implement ARGMIN and ARGMAX aggregations for reduction (#20207) @ttnghia
Add remaining memory resources (#20197) @vyasr
Add memory resources to scalars (#20196) @vyasr
Skip decompression of pruned parquet pages (#20192) @mhaseeb123
Add memory resources to replace, json, and hashing (#20150) @vyasr
Support decimal literals in cudf-polars (#20147) @Matt711
Add pylibcudf is_valid_reduce_aggregation API (#20145) @davidwendt
Add memory resources to I/O modules (#20136) @vyasr
Add memory resources to reduce, column, column_factories, and contiguous_split (#20135) @vyasr
Passthrough unary ops through Parquet predicate pushdown (#20127) @mhaseeb123
Add memory resource to all strings modules (#20123) @vyasr
Add memory resources to all nvtext APIs (#20119) @vyasr
Add an example to inspect parquet files and dump row group and page level metadata information (#20117) @mhaseeb123
Allow multiple calls to cudf::initialize and cudf::deinitialize (#20111) @vuule
Remove rounding from cudf java (#20110) @pmattione-nvidia
Add memory resources to groupby, datetime, and lists modules (#20102) @vyasr
Add memory resources to search, reshape, and partitioning module (#20101) @vyasr
Add memory resources to rolling, sorting, and quantiles modules (#20099) @vyasr
Add memory resources to binaryop, copying, and stream_compaction (#20059) @vyasr
Add memory resources to unary, transform, and filling modules (#20054) @vyasr
Support cum_sum(...).over(...) expressions in cudf-polars (#19908) @Matt711
Support forward/backward filling null values in a grouped window context (#19907) @Matt711
[FEA] Implement JIT Filter for read_parquet (#19831) @lamarrr
Add an example to demonstrate the use of next-gen parquet reader to read a parquet file with highly selective filters (#19469) @mhaseeb123
Rewrite JNI functions to use JNI_TRY/JNI_CATCH (#19053) @ttnghia
Add support for maintain_order param in joins (#17698) @Matt711

🛠️ Improvements

Add more Python type annotations to cudf/core (#20287) @mroeschke
Skip mypy in pre-commit.ci (#20286) @bdice
Remove extraneous host_memory_resource include (#20284) @bdice
Add numpy to the mypy pre-commit environment (#20282) @vyasr
Add MultiIndex.dtypes (#20279) @galipremsagar
Add more type annotations to cudf/core/column subclasses (#20277) @mroeschke
Handle unordered grouped windows properly for null filling and cum sums (#20275) @Matt711
Unpin DuckDB and Ibis in cudf.pandas thirdparty tests (#20269) @mroeschke
Enable sccache-dist connection pool (#20264) @trxcllnt
Add ability to set the source_info of parquet_reader_options (#20253) @wence-
Update ConfigOptions for rapidsmpf-streaming integration (#20252) @rjzamora
Add arm testing of cudf.pandas unit tests (#20251) @vyasr
Add pylibcudf to pre-commit linting and fix outstanding errors (#20250) @vyasr
Change .str.starts/endswith with tuple argument to match any pattern instead of pairwise matching (#20249) @mroeschke
Move and rename ScanPartitionPlan (#20248) @rjzamora
Standardize setting StructDtype field names post libcudf conversion (#20235) @mroeschke
Prevent accidental copies of expensive-to-copy object types (#20226) @vuule
More mypy and docs fixes (#20224) @vyasr
Configuration for which metrics are enabled during tracing (#20223) @TomAugspurger
Fix parquet row number check for page bounds (#20217) @pmattione-nvidia
Rename comparison_binop_generator to arg_minmax_binop_generator and corresponding file to nested_types_extrema_utils.cuh (#20212) @Copilot
Fix various typing errors (#20205) @vyasr
Stop using libcudf default parameters in pylibcudf (#20204) @vyasr
Pin pydantic<2.12 in ci/test_cudf_polars_polars_tests.sh (#20200) @mroeschke
Support binops between float scalar to decimal column (#20199) @mroeschke
Add an overhead field to cudf-polars tracing (#20198) @TomAugspurger
Remove DataFrame.apply_chunks, Groupby.apply_grouped (#20194) @mroeschke
[pre-commit.ci] pre-commit autoupdate (#20189) @pre-commit-ci[bot]
Revert "Temporarily disable conda-java-tests" (#20184) @bdice
Don't assume cudf_polars benchmarking scale factor is always an integer (#20182) @mroeschke
Remove unnecessary work from read_parquet_metadata (#20180) @vuule
Reduce execution times for parquet dictionary tests (#20176) @mhaseeb123
Skip filtering Parquet row groups with dictionaries if there are non-dict encoded pages (#20175) @mhaseeb123
Improve performance of groupby tdigests gtests (#20173) @davidwendt
Update to rapids-logger 0.2 (#20172) @bdice
Split row operator header (#20166) @PointKernel
Add PDSH benchmark runner for cudf.pandas (#20164) @mroeschke
Temporarily disable conda-java-tests (#20162) @bdice
Manual forward merger for Branch 25.12 - branch 25.10 (#20157) @galipremsagar
[cudf-polars] CUDA stream (#20154) @madsbk
Avoid NumericalColumn call from CategoricalColumn.children (#20153) @mroeschke
Branch 25.12 merge branch 25.10 (#20152) @vyasr
Make ListColumn._transform_leaves convert via pylibcudf (#20151) @mroeschke
Make ColumnBase.as_*_column convert via pylibcudf (#20149) @mroeschke
Make ColumnBase.deserialize construct via pylibcudf (#20142) @mroeschke
Remove unused ColumnBase.view (#20141) @mroeschke
Remove compatibility with nvCOMP versions before 5.0 (#20140) @vuule
Adjust rmm pool handling in PDSH benchmarks (#20138) @TomAugspurger
Fix slowdown in cudf-polars distributed tests (#20137) @TomAugspurger
Disable async MR priming in cudf.pandas (#20133) @bdice
Fix type annotations in cudf-polars (#20131) @TomAugspurger
Add tests for AUTO and HYBRID (de)compression modes (#20126) @vuule
Run cudf-polars wheels unit tests with more than 1 process (#20124) @mroeschke
Add pyarrow stubs to mypy environment and fix associated errors (#20118) @vyasr
Avoid running pandas unit tests for private functionality with cudf.pandas (#20115) @mroeschke
Remove MultiIndex.from_pandas pytest benchmark (#20112) @mroeschke
Use 8 processes for pandas tests, show top 10 test times (#20109) @bdice
Reduce verbosity of running the pandas test suite (#20107) @vyasr
Switch host_vector and host_span dependency (#20106) @davidwendt
Make Column.set_mask go through pylibcudf (#20103) @mroeschke
Have ListColumn.from_sequence go through pylibcudf (#20098) @mroeschke
Deprecate legacy public row operators (#20097) @PointKernel
Fix RAPIDS_BRANCH version and update script (#20091) @galipremsagar
Reduce output buffer sizes for pruned pages of columns with a list parent (#20086) @mhaseeb123
Avoid direct CategoricalColumn calls in dask_cudf (#20080) @mroeschke
Rework reduction case statement as dispatch_type_and_aggregation (#20078) @davidwendt
Avoid shadowing module names (#20071) @vyasr
Fix typing issues in pylibcudf (#20069) @vyasr
Avoid more explicit calls to IntervalColumn and StructColumn (#20064) @mroeschke
Cleanup of some libcudf aggregation code (#20053) @davidwendt
Prune entries in Sphinx nitpick_ignore (#20045) @mroeschke
Deprecate .from_pandas constructor (#19996) @mroeschke
Improve performance of string column size computation during parquet reads. (#19986) @nvdbaranec
Run cudf-polars conda unit tests with more than 1 process (#19980) @mroeschk...

Contributors

trxcllnt, madsbk, and 17 other contributors

Assets 2

06 Aug 17:51

AyodeAwe

v25.08.00

6cea374

v25.08.00

🚨 Breaking Changes

Allow np.dtype('object') for cases that are valid (#19478) @galipremsagar
[FEA] Remove CUDA JIT-Compatibility Checks & CCCL WARs (#19470) @lamarrr
Drop cuda 11 usages (#19386) @galipremsagar
Deprecate cudf::round for float types (#19298) @davidwendt
Support output_dtype in cudf::reduce for nunique aggregation (#19265) @davidwendt
Change default cudf-polars executor to "streaming" (#19263) @TomAugspurger
Fix Handling of Complex Types in AST (#19248) @lamarrr
Enable chunked reading of PQ sources with >2B rows (#19245) @mhaseeb123
Refactor grid_1d class (#19211) @lamarrr
Return valid for all-nulls in reduce() with nunique include-nulls aggregation (#19196) @davidwendt
Refactor JNI error handling (#19149) @ttnghia
Remove CUDA 11 from dependencies.yaml (#19139) @KyleFromNVIDIA
Quick fixes of modernize-use-constraints rule (#19105) @vuule
Filter Parquet row groups using row bounds (#19082) @mhaseeb123
Temporarily revert "Refactor JNI error handling (#18983)" (#19076) @abellina
Rename parquet_chunked_writer to chunked_parquet_writer for consistency with the reader (#19047) @mhaseeb123
Compile libcudf using C++20 Standard (#19045) @vuule
Refactor JNI error handling (#18983) @ttnghia
stop uploading packages to downloads.rapids.ai (#18973) @jameslamb
Remove deprecated Series methods, isclose (#18947) @mroeschke
Remove deprecated groupby.collect (#18946) @mroeschke
Remove deprecated get_dummies(cats=, ...) (#18944) @mroeschke
Add pylibcudf.Column.from_arrow factory method (#18937) @Matt711
Add pylibcudf.Table.from_arrow factory method (#18936) @Matt711
Remove deprecated APIs (#18933) @vuule
Remove cudf.Scalar (#18927) @mroeschke
Remove deprecated cudf::io::host_buffer (#18881) @Matt711
Null-handling for Transforms (#18845) @lamarrr
Enable skip_rows in the chunked parquet reader. (#18130) @mhaseeb123

🐛 Bug Fixes

Increase alignment requirement for parquet bloom filter to 256 (#19595) @mhaseeb123
Revert "Add primitive row dispatch support for semi/anti join and cudf::contains" (#19503) @PointKernel
Allow np.dtype('object') for cases that are valid (#19478) @galipremsagar
Add conda dependency on nvidia-ml-py. (#19454) @bdice
Mark cudf.pandas notebook repr test as flaky (#19441) @Matt711
Fix pytest to properly expose a bug (#19433) @galipremsagar
Switch from thrust::sort to cub::DeviceRadixSort in Parquet chunked reader (#19414) @ttnghia
Use numba-cuda>=0.15.2,<0.16 (#19413) @bdice
Update String Transform Examples (#19407) @lamarrr
[BUG] Make floor division and modulo by 0 match CPU polars (#19406) @Matt711
Handle empty input in cudf::strings::extract APIs (#19398) @davidwendt
Fix jitify error on exit from FILTER_TEST (#19395) @davidwendt
Update cudf.pandas tests to silence deprecation warnings (#19377) @Matt711
Replace sprintf with snprintf in libcudf parquet tests (#19371) @davidwendt
Make DateOffset respect timezone (#19366) @Matt711
Fix flaky tests in cudf.pandas (#19345) @TomAugspurger
Update protocol choices for ucxx in PDSH benchmark (#19343) @TomAugspurger
Remove passing pandas tests from xfail list (#19341) @Matt711
Fix Union-Slice bug (#19336) @Matt711
Fix bit shift overflow in segmented_offset_bitmask_binop utility (#19329) @davidwendt
Fix job filters for pandas-tests (#19322) @galipremsagar
Fix compile warning in interop_stringview.cpp (#19320) @davidwendt
Fix a use-after-free issue in TDigest aggregation code. (#19311) @nvdbaranec
Always represent datetime aware data as UTC in strftime (#19304) @mroeschke
Do not pass cupy objects objects to numba kernels directly (#19283) @brandon-b-miller
Correct docstring for DataFrame.apply to match code (#19262) @dagardner-nv
Cast n_unique aggregation result to match polars (#19256) @Matt711
Fix Handling of Complex Types in AST (#19248) @lamarrr
Add missing include (#19239) @vyasr
Raised MixedTypeErrors for condition that lead to mixed types (#19232) @galipremsagar
Fix errors in the nvCOMP adapter (#19221) @vuule
Remove nvToolsExt usage (#19209) @vyasr
Fix a pair of bugs in get_decompression_scratch() size. (#19207) @nvdbaranec
Allow is_list_like to return correct values by disabling it (#19188) @galipremsagar
Fix slicing after Join and GroupBy in streaming cudf-polars (#19187) @rjzamora
Fix binops type preservation for some dtypes (#19183) @galipremsagar
Fix streaming GroupBy on non-trivial keys (#19181) @rjzamora
Fix bitmask in from_arrow_host for sliced stringview type (#19174) @davidwendt
Fixed group_by mean with missing values and multiple partitions (#19165) @TomAugspurger
Add fallback to HStack lowering in cudf-polars (#19163) @rjzamora
Fix Literal partitioning in cudf-polars (#19160) @rjzamora
Fix from_array_interface for empty arrays (#19144) @Matt711
Adding GH_TOKEN pass-through to summarize job (#19143) @msarahan
Fix hash collision in Union([MapFunction]) (#19124) @TomAugspurger
Fix bug in group_by().n_unique() in streaming cudf-polars (#19108) @rjzamora
Parse (non-MultiIndex) label-based keys to structured data (#19103) @mroeschke
Fix cudf_polars spilling (#19101) @TomAugspurger
Fix libcudf strings case logic to set null-row size to zero (#19095) @davidwendt
Temporarily revert "Refactor JNI error handling (#18983)" (#19076) @abellina
Temporary workaround for incorrect SplitScan results in cuDF-Polars (#19071) @rjzamora
Use default memory resource for JSON_QUOTE_NORMALIZATION gtests (#19057) @davidwendt
Added null-probability to polynomial benchmarks and fixed transform call-sites (#18972) @lamarrr
Fix flaky custreamz test (#18961) @TomAugspurger
Fix tdigest percentile correctness for low row-counts (#18952) @mythrocks
Enable skip_rows in the chunked parquet reader. (#18130) @mhaseeb123

📖 Documentation

Update conda environment file for CUDA 12.9 compatibility (#19376) @a-hirota
Update recommended gcc version in contibuting guide (#19365) @davidwendt
Autodoc DateOffset (#19297) @wence-
Fix cudf::column_device_view::element() doxygen (#19296) @davidwendt
Document aggregations for cudf::reduce in doxygen (#19264) @davidwendt
add docs on CI workflow inputs (#19234) @jameslamb
Update README and CONTRIBUTING to reflect new CUDA requirements (#19138) @PointKernel
Remove the extra index URL for CUDA 12 (#19128) @vyasr
Improve WordPieceVocabulary.tokenize documentation (#19098) @davidwendt
Add some basic streaming engine documentation (#19088) @wence-
Update the contributing guide to include pylibcudf in the build command (#19011) @Matt711
Fix pylibcudf docs for some strings APIs (#19004) @davidwendt
Update cuDF Python library design with BaseIndex and pylibcudf updates (#18903) @mroeschke

🚀 New Features

Avoid using UVM on systems without a traditional memory resource (#19444) @Matt711
Add parquet-sampling configuration options (#19423) @rjzamora
Add new JSON reader interface accepting string column input to pylibcudf (#19400) @shrshi
Add a parquet reader utility to update output null masks (#19370) @mhaseeb123
Build and ship shim.cu file as LTOIR (#19368) @brandon-b-miller
Add cudf::strings::find_instance API (#19326) @davidwendt
Add single-file streaming Sink support (#19317) @rjzamora
Support null_count expression (#19314) @Matt711
Materialize tables in the experimental Parquet reader (#19308) @mhaseeb123
Add new cudf::top_k API (#19303) @davidwendt
Add cudf::strings::split_part API (#19289) @davidwendt
Support output_dtype in cudf::reduce for nunique aggregation (#19265) @davidwendt
Add post_traversal API to cudf-polars (#19258) @rjzamora
Deprecate DataFrame.apply_rows (#19218) @brandon-b-miller
Require numba-cuda>=0.16.0 (#19213) @brandon-b-miller
Add a mode to co-process decompression and compression on host and device (#19203) @vuule
Return valid for all-nulls in reduce() with nunique include-nulls aggregation (#19196) @davidwendt
Refactor JNI error handling (#19149) @ttnghia
Add support for horizontal string concatenation pl.concat_str (#19142) @Matt711
Add PDS-DS Query 1 (#19131) @Matt711
Support cudf-polars str.reverse (#19117) @brandon-b-miller
Support cudf-polars str.pad_end and str.pad_start (#19116) @brandon-b-miller
Support cudf-polars str.head and str.tail (#19115) @brandon-b-miller
Support cudf-polars str.to_titlecase (#19114) @brandon-b-miller
Add cudf/io/codec.hpp to expose compression/decompression APIs (#19113) @ttnghia
Support converting decimals to/from pylibcudf scalars (#19106) @Matt711
Support resource-constrained sort-merge inner join operation through left table partitioning (#19102) @shrshi
Filter Parquet row groups using row bounds (#19082) @mhaseeb123
Implement UDF Filters (#19070) @lamarrr
Move the remaining libcudf pieces to C++20 (#19065) @vuule
Allow using a stream per thread at runtime (#19051) @vyasr
Remove stacktrace retrieval code (#19048) @ttnghia
Compile libcudf using C++20 Standard (#19045) @vuule
String Transform Examples: Added Branching, Public API Versions, and Sampling (#19038) @lamarrr
Refactor JNI error handling (#18983) @ttnghia
Add basic Sink support for streaming cudf-polars executor (#18963) @rjzamora
Fix debug-build Failure in JIT Tests (#18939) @lamarrr
Add from_arrow factory methods for Scalar and DataType (#18938) @Matt711
Add pylibcudf.Column.from_arrow factory method (#18937) @Matt711
Add pylibcudf.Table.from_arrow factory method (#18936) @Matt711
Update nvCOMP adapter (#18931) @vuule
Create a pylibcudf Column from a iterable of python strings (#18916) @Matt711
Add CLI argument to enable OOM protection in PDS-H (#18914) @pentschev
Implement data page pruning using Parquet page index stats (#18873) @mhaseeb123
Null-handlin...

Contributors

msarahan, madsbk, and 32 other contributors

Assets 2

09 Oct 14:02

rapids-bot

v25.10.00a

fa0f083

[NIGHTLY] v25.10.00 Pre-release

Pre-release

🔗 Links

🚨 Breaking Changes

Remove UCX-Py (#19979) @pentschev
Revert "Migrate mixed join to use multiset #19660" (#19933) @PointKernel
Fill missing values in Series/Index.values for numeric types with np.nan by default (#19923) @mroeschke
Remove deprecated DataFrame.apply_rows, deprecate DataFrame.apply_chunks and Groupby.apply_grouped (#19896) @mroeschke
Move prefetching out of experimental and simplify the API (#19875) @vyasr
Add join *_match_context APIs to hash join (#19835) @PointKernel
Vendor libnvcomp in libcudf (#19743) @bdice
Migrate mixed join to use multiset (#19660) @PointKernel
Separate row mask and page mask computation and usage (#19537) @mhaseeb123
[FEA] Implement null-aware transforms and filters (#19502) @lamarrr
Support output-type for MEDIAN/QUANTILE aggregation in cudf::reduce (#19267) @davidwendt

🐛 Bug Fixes

Fix edge cases in statistics collection (#20094) @rjzamora
Fix multi-partition Filter bug (#20075) @rjzamora
Fix reindex to fill only the reindexed values with fill_value (#20063) @galipremsagar
Fix arrow arrays + numpy ufunc interaction (#20047) @galipremsagar
Fix race conditions in ORC reader decimal decoding (#20044) @vuule
Keep mr alive along with arrow tables and columns (#20028) @vyasr
Fix value_counts missing nan bug (#20026) @galipremsagar
Compatibility for rapidsmpf's unspill_partitions (#20020) @TomAugspurger
Fix type metadata preservation in shift (#20017) @galipremsagar
Fix incorrect type propagation in dataframe assignment (#20010) @galipremsagar
Fix OOB memory read in decode_page_data_generic kernel (#19995) @davidwendt
Fix data_type creation in ast::operation::instantiate (#19994) @davidwendt
Skip Narwhals pandas get_dtype_backend[pyarrow] tests after ArrowDtype proxy changes (#19992) @Matt711
Make cudf.pandas callables usable with inspect.getfullargspec (#19988) @mroeschke
Align decimal dtypes to schema after parquet IO scan (#19974) @Matt711
Avoid undefined numpy protocols on cudf.pandas proxy objects (#19968) @mroeschke
Skip failing polars iceberg test (#19955) @Matt711
Revert "Migrate mixed join to use multiset #19660" (#19933) @PointKernel
Define FrozenList proxy independently in cudf.pandas (#19931) @mroeschke
Ignore scalars when broadcasting for horizontal string concatenation in cudf-polars (#19893) @Matt711
Fix is_valid_rolling_aggregation for STD aggregation (#19888) @davidwendt
Fix a decompression parameter in the chunked ORC reader (#19882) @vuule
Skip flaky stats tests pending follow up (#19881) @brandon-b-miller
Require list type for is_valid_aggregation and MERGE_LISTS/SETS (#19876) @davidwendt
Temporary solution to ensure data-source/sink stream ordering (#19874) @kingcrimsontianyu
Check for integer overflow in cudf::strings::find_multiple (#19867) @davidwendt
Fix missing stream from cudf::top_k_order (#19866) @davidwendt
Disallow loc.setitem with list-like indexer when list elements not in index (#19851) @mroeschke
Fix .str.replace ignoring n for single character replacements (#19848) @mroeschke
Fix strings::find_instance warp parallel logic (#19845) @davidwendt
Add changed-files to the needs of every job that requires it (#19830) @Matt711
xfail polars decimal(precision=None) test (#19821) @Matt711
Fix empty column returned by cudf::from_arrow_stream_column (#19812) @davidwendt
Filter pandas warning in dask_cudf test (#19808) @TomAugspurger
Update identify_stream_usage CUDA runtime hooks to CUDA 13 (#19807) @robertmaynard
When bundling libnvcomp.so.X only append the major version value (#19786) @robertmaynard
Improvements to pylibcudf.from_iterable_of_py (#19781) @Matt711
Avoid using multiple Cache nodes with the same hash (#19769) @rjzamora
Fix window var() test failures from float rounding (#19761) @Matt711
Use is_compressed field from Parquet V2 data page headers to determine if they are compressed (#19755) @mhaseeb123
Fix bug in eval function with nvtx-0.2.11 (#19754) @galipremsagar
Fix ndsh benchmarks nvtx range usage (#19753) @davidwendt
Support nan in non-floating point column in cudf-polars (#19742) @Matt711
Fix filter call in benchmark (#19732) @vyasr
Suppress NVRTC warning from stdint.h (#19712) @davidwendt
Correctly decode boolean lists in chunked parquet reader (#19707) @mhaseeb123
Add new xfails for xarray release (#19705) @vyasr
Fix "--executor" pytest parameter for cudf-polars (#19703) @rjzamora
Match polars semantics for rolling-sum with all-null windows (non-empty) (#19680) @Matt711
[BUG] Set query_set arg when validating/running cudf-polars PDS-DS benchmarks (#19674) @Matt711
Fix group_by().agg() on non-aggregatable dtypes (#19669) @Matt711
Fix broken links in 10min notebook (#19665) @Matt711
Skip managed memory test if managed memory not supported in cudf-polars (#19653) @Matt711
Fix integer overflow in warp-per-row grid calculation (#19638) @davidwendt
Propagate exceptions thrown in async IO operations (#19628) @vuule
Make DataFrame.dtypes not fallback to CPU always (#19627) @galipremsagar
Set scalar to valid in range_window_bounds unbounded/current_row (#19622) @davidwendt
Enable data page mask computation for nullable list and struct columns (#19617) @mhaseeb123
Fix cudf::sequence() to throw exception for invalid scalar inputs (#19612) @davidwendt
Fix uninitialized variable and misaligned write in parquet generic decoder (#19601) @mhaseeb123
Compatibility with rapidsmpf 25.10.0 (#19591) @TomAugspurger
Avoid querying device memory on systems without it in dask-cudf (#19577) @Matt711
Avoid querying device memory on systems without it in cudf-polars benchmarks (#19575) @Matt711
Increase alignment requirement for parquet bloom filter to 256 (#19573) @mhaseeb123
Fix strftime with non-exact %a, %A, %b, %B (#19570) @mroeschke
Fix OOB memcheck error in group_rank_to_percentage utility (#19567) @davidwendt
Fix logic for number of unique values generated by data profile in benchmarks (#19540) @shrshi
Fix contiguous-split nvbench cmake build (#19534) @davidwendt
Fix value counts expression when the column has nulls (#19524) @Matt711
Prefer Column.astype over plc.unary.cast in the fill null unary function expression (#19479) @Matt711
Fix missing return in StringFunction.Strptime strict=True path (#19464) @Matt711
Make dividing a boolean column return f64 dtype in cudf-polars (#19443) @Matt711
branch-25.10-merge-branch-25.08 (#19429) @davidwendt
Replace sprintf with std::format in libcudf parquet tests (#19364) @davidwendt

📖 Documentation

Update missing docs (#19925) @vyasr
Add examples of null handling to doxygen for cudf::rank (#19774) @davidwendt
Fix cudf-polars dependency list docs (#19750) @pentschev
Update cuDF classic testing documention regarding testing organization (#19745) @mroeschke
Improve documentation around why we need no_gc_clear on pylibcudf Scalars (#19661) @vyasr

🚀 New Features

Add memory resource parameters to interop, merge, and transpose (#20007) @vyasr
Add mixed join benchmark with complex AST operators (#20004) @PointKernel
Add memory resource arguments to join, round, and labeling (#20001) @vyasr
cudf-polars strptime format inference (#19997) @brandon-b-miller
Filter parquet row groups using byte offset bounds (#19991) @mhaseeb123
Add memory resource arguments to concatenate (#19943) @vyasr
Use column statistics to generate the physical plan in cuDF-Polars (#19940) @rjzamora
Add all missing stream parameters (#19922) @vyasr
Remote IO support in cudf-polars (#19921) @Matt711
Add streams to io/timezone and io/text modules (#19913) @vyasr
Add stream support to all nvtext modules (#19911) @vyasr
Add streams to all top-level strings modules (#19910) @vyasr
Update strings split APIs with stream parameters (#19909) @vyasr
Support ordered grouped windows in cudf-polars (#19891) @Matt711
Add local row-count and unique-count estimates to explain(... logical=True) (#19864) @rjzamora
Add join *_match_context APIs to hash join (#19835) @PointKernel
Support rank(...).over(...) expressions in cudf-polars (#19803) @Matt711
Add strings to/from encoded integer APIs (#19789) @davidwendt
Add to_arrow method to pylibcudf core types (#19787) @Matt711
Add streams to strings convert APIs (#19780) @vyasr
Add an option to support reading ORC timestamp column as UTC time. (#19773) @res-life
Support null_count in groupby/rolling context (#19739) @Matt711
Collect join-key information in cudf-polars (#19736) @rjzamora
Add count aggregation support to cudf::reduce (#19734) @davidwendt
[FEA] Implement AST Expression - JIT codegen (#19733) @lamarrr
Add streams to all scalar factories (#19729) @vyasr
Add streams to reshape (#19728) @vyasr
Add streams to null mask APIs (#19727) @vyasr
Add streams to column APIs (#19726) @vyasr
Construct next-gen parquet reader with pre-populated footer (#19724) @mhaseeb123
Require numba-cuda>=0.19.0,<0.20.0a0 (#19711) @brandon-b-miller
Support over expression (window mapping) in cudf-polars (#19684) @Matt711
Add streams support to all list APIs (#19683) @vyasr
[FEA] Add Filter Benchmark (#19678) @lamarrr
Add streams to pylibcudf join APIs (#19672) @vyasr
Add streams to sorting APIs (#19671) @vyasr
[FEA] Remove excessive copies of JITIFY's ProgramData during JIT kernel launch (#19667) @lamarrr
Add streams to hashing APIs (#19663) @vyasr
Use a more robust metric for sorting (de)compression tasks (#19656) @vuule
Add streams support to datetime APIs (#19654) @vyasr
Add streams to stream_compaction (#19651) @vyasr
Enable casting pl.Datetime to integer types in ...

Contributors

msarahan, seberg, and 32 other contributors

Assets 2

05 Jun 17:31

raydouglass

v25.06.00

84c4350

v25.06.00

🚨 Breaking Changes

Remove cudf.BaseIndex (#18751) @mroeschke
Implement BIT_COUNT unary operation (#18589) @ttnghia
Expose column chunk metadata in read_parquet_metadata() (#18579) @mhaseeb123
Fix overflow for MERGE_M2 groupby aggregation (#18546) @ttnghia
Deduplicate parquet physical type enums (#18526) @mhaseeb123
Implemented String Output & User-data Support for Transforms (#18490) @lamarrr
Promote Parquet type enums to enum classes (#18441) @mhaseeb123
Move parquet schema types and structs to public headers (#18424) @mhaseeb123
Start removal of vector factories with _sync suffix by deprecating them and adding versions without the suffix (#18414) @vuule
Skip decoding of pages marked as pruned in PQ reader (#18347) @mhaseeb123
Deprecate nvtext subword tokenizer (#18334) @davidwendt
Add standard data ingestion pipelines to pylibcudf for ndarrays (#18311) @Matt711
Remove extranous modules from top level cudf namespace (#18287) @mroeschke
Add Keep Option Parameter to Distinct (#18237) @warrickhe
Update to CCCL 2.8.x with no CCCL patches (#18235) @bdice

🐛 Bug Fixes

Disable pytest benchmark for Narwhals CI job (#19074) @Matt711
Avoid undefined behaviour in rolling_store_output_functor (#19069) @wence-
Filter out pkg_resources UserWarning to make nightly CI pass (#19058) @Matt711
Pin deltalake to <1.0.0 (#19017) @Matt711
[BUG] Incorrectly getting the caller's frame when searching for locals and globals in cudf.pandas (#18979) @Matt711
Ensure gc fixture is used in custreamz test (#18915) @TomAugspurger
Fix a potential segfault in PQ reader's number of rows per source calculation (#18906) @mhaseeb123
Fix Dataframe getitem when MultiIndex columns exist (#18880) @galipremsagar
Ensure eq/ne between Columns in public objects don't return bool (#18875) @mroeschke
Fix fencepost error in Repartition task generation (#18854) @wence-
Fix cudf_polars pl.col(...).len() always excluding null values (#18849) @mroeschke
Throw a descriptive exception in Parquet reader when trying to read files with more than two billion rows (#18835) @mhaseeb123
Skip a decompression test (#18825) @vuule
Update strings benchmarks to use alloc_size column/table function (#18822) @davidwendt
Fix host decompression of empty DEFLATE data (#18805) @vuule
Avoid going OOM in test_row_limit_exceed_raises by using dummy array (#18802) @Matt711
Fix host decompression of empty Snappy data (#18800) @vuule
Skip test that fails due to polars issue (#18787) @wence-
Ensure scalar dtype is always set in from_py (#18780) @vyasr
Fix reading of Snappy compressed Avro files (#18774) @vuule
Fix missing semicolon in label_bins.cu (#18765) @evanramos-nvidia
Fix noexcept annotations on strings_column_view (#18763) @wence-
Fix integer overflows in pylibcudf from_column_view_of_arbitrary (#18758) @wence-
Fix overflow case and clean up some logic (#18734) @vyasr
Link to nvtx3::nvtx3-cpp instead of nvToolsExt (#18730) @jakirkham
Revise DaskIntegration protocol to align with rapidsmpf (#18720) @rjzamora
Fix skip_compression option in the Parquet writer with host compression (#18714) @vuule
Add missing header (#18671) @vyasr
Revert "Set flag to always use unsafe atomic storage" (#18657) @PointKernel
Fix optional operator* called on a disengaged value in clamp.cu (#18655) @davidwendt
Add missing header to host_memory.cpp (#18649) @alliepiper
Fix device compression when writing Parquet files without using nvCOMP (#18644) @vuule
Add CUDA_ARCHITECTURES setting to cpp-linters script (#18637) @davidwendt
Pin to cython<3.1 (#18617) @wence-
Fix DataFrame.memory_usage output order (#18595) @mroeschke
Set flag to always use unsafe atomic storage (#18590) @PointKernel
Update KvikIO S3 endpoint usage (#18565) @kingcrimsontianyu
Skip cuml third-party integration tests that may segfault (#18561) @Matt711
Allow .iloc with cuDF objects as column indexers (#18558) @mroeschke
Fix overflow for MERGE_M2 groupby aggregation (#18546) @ttnghia
Add back cudf root (#18544) @vyasr
Change default memory resource for 'distributed' cudf-polars (#18531) @rjzamora
Fix copy-on-write buffer separation and cleanup (#18530) @galipremsagar
Fix cpp examples cmake to use the rapids_config.cmake (#18501) @davidwendt
Rename rapidsmp to rapidsmpf (#18493) @rjzamora
Fix compilation with the C++20 standard (#18486) @vuule
Fix an error when reading some compressed Parquet V2 files (#18478) @vuule
Support title-case characters in strings capitalize() and title() APIs (#18457) @davidwendt
Ensure DataFrame column label operations reset label_dtype (#18452) @mroeschke
Fix a segfault when reading a Parquet file with unsupported compression type (#18451) @vuule
Fix logger macros (#18444) @vyasr
Fix auto-detection of compression type in host-side decompression (#18440) @shrshi
Use delete not free to release data allocated with new (#18412) @wence-
Fix synchronization issues in host compression and decompression (#18395) @vuule
Update Dask array-conversion handling (#18382) @rjzamora
Fixed indexing on empty DataFrame with no columns (#18381) @TomAugspurger
Deterministic hashing for DataFrameScan nodes in cudf-polars multi-partition executor (#18351) @TomAugspurger
Fix index of right table in unary operators in AST, in Joins (#18333) @karthikeyann
Add offsetalator to contiguous-split (#18312) @davidwendt
Support large strings in nvtext vocabulary-tokenizer (#18283) @davidwendt
Handle empty aggregations in multi-partition cudf.polars group_by (#18277) @TomAugspurger

📖 Documentation

Docs for streaming executor options (#18934) @quasiben
Fix some duplicate toctree issues and improve groupby docs (#18580) @vyasr
[DOC] Running libcudf benchmarks and comparing output results (#18548) @Matt711
Fix doxygen usage of the contraction for it is (#18517) @davidwendt
Clarify @brief tag as description/title on documentation guide (#18515) @davidwendt
[DOC] Improve clarity in parquet APIs set_row_groups and set_columns parquet (#18466) @Matt711
Add a usage page to cudf-polars documentation (#18460) @Matt711
[DOC] Fix typo in CONTRIBUTING.md on build type tests (#18456) @JigaoLuo
improve docs related to documentation contribution (#18418) @ncclementi
Add restart kernel note in cudf pandas docs (#18374) @ncclementi

🚀 New Features

Add CLI argument to enable RMM async memory resource in PDS-H (#18899) @pentschev
Scan a headerless CSV file with column names provided (#18816) @Matt711
Add fast paths for DataFrame.to_cupy (#18801) @Matt711
Require numba-cuda>=0.11.0 (#18770) @brandon-b-miller
Create a pylibcudf Column from a python iterable (#18768) @Matt711
Support ConditianalJoin via broadcasting in cudf-polars streaming engine (#18723) @rjzamora
Experimental PQ reader utility to calculate total rows in input row groups (#18716) @mhaseeb123
Extend explain_query to support printing the logical plan (pre lowered plan) (#18708) @Matt711
Reuse libcudf dependencies for Java JNI build when they are available (#18682) @ttnghia
Add alloc_size member function to cudf::column and cudf::table (#18639) @davidwendt
Print the physical cudf-polars plan in pdsh.py (#18635) @rjzamora
String Transform Examples (#18616) @lamarrr
Add streaming support for group_by -> n_unique to cudf-polars (#18606) @rjzamora
Export cudf compiler flags and definitions (#18604) @ttnghia
Implement BIT_COUNT unary operation (#18589) @ttnghia
Expose column chunk metadata in read_parquet_metadata() (#18579) @mhaseeb123
Add APIs to check ORC and Parquet compression support at runtime (#18578) @vuule
Add Distinct support to the cudf-polars streaming executor (#18576) @rjzamora
Add support for large list host Arrow data conversion (#18562) @vyasr
Implement BITWISE_AGG aggregations (bitwise AND, OR and XOR) for sort-based groupby and reduction (#18551) @ttnghia
Implement row group pruning with bloom filters in experimental PQ reader (#18545) @mhaseeb123
Implement row group pruning with stats in experimental PQ reader (#18543) @mhaseeb123
[JNI] Expose row-wise sha1 api (#18540) @warrickhe
Add Sort + head/tail support to streaming cudf-polars executor (#18538) @rjzamora
Add multi-partition MapFunction support to cudf-polars (#18523) @rjzamora
Adds support for writing raw UTF-8 characters (without escaping) in the JSON writer (#18508) @Matt711
Support reading from device buffers in the pylibcudf IO APIs (#18496) @Matt711
Support multi-partition Select operations with aggregations (#18492) @rjzamora
Implemented String Output & User-data Support for Transforms (#18490) @lamarrr
Add a utility to bulk set multiple null masks (#18489) @mhaseeb123
High level interface for experimental PQ reader and implementation of metadata APIs (#18480) @mhaseeb123
Added pylibcudf.utilities.is_ptds_enabled (#18467) @TomAugspurger
Add a public API for copying a table_view to device array (#18450) @Matt711
Support cudf-polars cast_time_unit (#18442) @brandon-b-miller
Support creating a pylibcudf Column from a host array (#18425) @Matt711
Move parquet schema types and structs to public headers (#18424) @mhaseeb123
Add optional dtype argument to Scalar.from_any (#18415) @Matt711
Expose cudf::chunked_pack in pylibcudf (#18411) @wence-
Add support for long string columns in cudf::contiguous_split (#18393) @nvdbaranec
Implemented String Input support for Transforms and Removed jit::column_device_view (#18378) @lamarrr
Automatically dispatch between host and device decompression/compression based on the number of buffers (#18363) @vuule
Expose join hash table load factor (#18361) @PointKernel
Skip decoding of pages marked as pruned in PQ reader (#18347) @mhaseeb123
Sort-based inner join for high-multiplic...

Contributors

alliepiper, brief, and 40 other contributors

Assets 2

09 Apr 18:14

AyodeAwe

v25.04.00

6bc4206

v25.04.00

🚨 Breaking Changes

Remove unused group_range_rolling_window API (#18313) @wence-
[BUG] Disabled JIT for CUDA Runtime < 11.5 (#18296) @lamarrr
Remove cudf.Scalar from binops (#18240) @mroeschke
Enforce deprecation of dtype parameter in sum/product (#18070) @mroeschke
Remove deprecated single component datetime extract APIs (#18010) @Matt711
Remove deprecated rolling window functionality (#17993) @wence-
Remove deprecated nvtext::minhash_permuted APIs (#17939) @davidwendt
Remove dataframe protocol (#17909) @vyasr
Use new rapids-logger library (#17899) @vyasr
Added Multi-input & Scalar Support for Transform UDFs (#17881) @lamarrr
Fixed incorrect PTX parsing of ret instruction after branch label (#17859) @lamarrr
Use KvikIO to enable file's fast host read and host write (#17764) @kingcrimsontianyu

🐛 Bug Fixes

Fix alpha versions of cudf package. (#18429) @bdice
Backport: Deterministic hashing for DataFrameScan nodes in cudf-polars multi-partition executor (#18351) (#18420) @bdice
Skip failing Narwhals rolling groupy tests (#18398) @Matt711
Pin cmake in test_java to be less than 4.0.0 (#18392) @abellina
Skip polars tests that fail with pydantic deprecation warnings (#18388) @Matt711
Backport: Fix index of right table in unary operators in AST, in Joins (#18342) @bdice
xfail narwhals sqlframe tests (#18297) @Matt711
[BUG] Disabled JIT for CUDA Runtime < 11.5 (#18296) @lamarrr
Make a pylibcudf Column from a device array object with strides=None (#18295) @Matt711
Fix cudf.pandas objects to not be Callable (#18288) @galipremsagar
Skip failing polars test test_general_prefiltering (#18264) @Matt711
Filter all cudf.pandas profiler tests from running in parallel (#18262) @Matt711
Allow cudf.Series([pd.NA], dtype=, nan_as_null=False) (#18259) @mroeschke
Fix cross join with extra columns (#18256) @galipremsagar
Fix Dataframe.loc to not modify the actual dataframe (#18254) @galipremsagar
Remove RMM macro usage from to_arrow_device.cu (#18252) @davidwendt
Skip Narwhals cross join tests for cudf.pandas CI run (#18249) @Matt711
Fix cudf-polars tests for polars < 1.24 (#18246) @wence-
Fix experimental cudf-polars tests (#18244) @rjzamora
Fix datetime64 vs datetime binops max resolution (#18241) @galipremsagar
Use CCCL::libcudacxx include directories in Jitify preprocessing. (#18233) @bdice
Disable conda prefix patching to avoid mangling binaries (#18225) @vyasr
Workaround for ARM compiler issue with single space literal string (#18220) @davidwendt
Bump nightly check limit (#18213) @Matt711
Support comparitive binops between catgorical and non categorical (#18200) @mroeschke
Make the version file inside cudf.pandas not a symlink (#18198) @vyasr
Ensure RAPIDS_ARTIFACTS_DIR is set for build metrics reports. (#18192) @bdice
Ignore run exports of libcufile. (#18190) @bdice
Skip flaky multi GPU test (#18187) @Matt711
Fix BPE merges table static-map capacity size (#18184) @davidwendt
Drop CUB_QUOTIENT_CEILING (#18179) @miscco
Disable ARM CI in C++ and Python test CI jobs (#18175) @Matt711
Add fmt to the test/benchmarks env (#18173) @vyasr
Fix merge(how=left, left_on=, right_index=True, sort=True) (#18166) @mroeschke
Allow nonnative cupy dtype in cudf.Series (#18164) @mroeschke
Fix Series construction from numpy array with non-native byte order (#18151) @mroeschke
Use protocol for dlpack instead of deprecated function in cupy notebook (#18147) @Matt711
Skip failing test (#18146) @vyasr
Update calls to KvikIO's config setter (#18144) @kingcrimsontianyu
Reduce memory use when writing tables with very short columns to ORC (#18136) @vuule
Handle empty dictionary in to_arrow_device interop (#18121) @davidwendt
Allow pivot_table to accept single label index and column arguments (#18115) @mroeschke
Preserve DataFrame.column subclass and type during binop (#18113) @mroeschke
Fix rmm macro call (#18108) @pmattione-nvidia
Add include for <functional> (#18102) @miscco
Remove static column vectors from window function tests. (#18099) @mythrocks
Fix scatter_by_map with spilling enabled (#18095) @mroeschke
Use the right version macro CCCL_MAJOR_VERSION (#18073) @miscco
Fix test_scan_csv_multi cudf-polars test (#18064) @rjzamora
Fix memcopy direction for concatenate (#18058) @tgujar
Fix upstream dask loc test (#18045) @rjzamora
Fix hang on invalid UTF-8 data in string_view iterator (#18039) @davidwendt
Fix dask_cudf.to_orc deprecation (#18038) @rjzamora
Compatibility with dask.dataframe's is_scalar (#18030) @TomAugspurger
Fix the build error due to KvikIO update (#18025) @kingcrimsontianyu
Fix failing ibis test (#18022) @Matt711
Skip failing polars tests (#18015) @Matt711
Fix to_arrow to return consistent pandas-metadata (#18009) @galipremsagar
Prevent setting custom attributes to ColumnMethods (#18005) @galipremsagar
Compatibility with Dask main (#17992) @TomAugspurger
[Bug] Fix Parquet-metadata sampling in cudf-polars (#17991) @rjzamora
Add missing include for calling std::iota() (#17983) @davidwendt
Fix pickle and unpickling for all objects (#17980) @galipremsagar
Install duckdb the default backend for ibis in the cudf.pandas integration tests (#17972) @Matt711
Check null count too in sum aggregation (#17964) @Matt711
Raise NotImplementedError for groupby.agg if duplicate columns would be created (#17956) @mroeschke
Ensure disabling the module accelerator is thread-safe (#17955) @vyasr
Fix DataFrame/Series.rank for int and null data in mode.pandas_compatible (#17954) @mroeschke
Limit buffer size in reallocation policy in JSON reader (#17940) @shrshi
Make cudf.pandas proxy array picklable (#17929) @Matt711
Add missing standard includes (#17928) @miscco
Fix torch integration test (#17923) @Matt711
Fix to_pandas writable bug for datetime and timedelta types (#17913) @galipremsagar
Raise NotImplementedError if .merge(suffixes=) introduces duplicate labels (#17905) @mroeschke
Fix groupby scans with int and NA data in mode.pandas_compatible (#17895) @mroeschke
Patch __init__ of cudf constructors to parse through cudf.pandas proxy objects (#17878) @galipremsagar
Fixed incorrect PTX parsing of ret instruction after branch label (#17859) @lamarrr
Relax inconsistent schema handling in dask_cudf.read_parquet (#17554) @rjzamora

📖 Documentation

Clarify that cudf.pandas should be enabled before importing pandas. (#18339) @bdice
[DOC] Add wordpiece tokenizer to cudf documentation (#18247) @davidwendt
Added pylibcudf.contiguous_split to API docs (#18194) @TomAugspurger
Fix build.sh docs for default behavior (#18180) @bdice
Update Dask-cuDF documentation to fix all warnings and errors (#18157) @TomAugspurger
[DOC] Document character normalizer (#18125) @Matt711

🚀 New Features

Add and revise experimental cudf-polars config options (#18284) @rjzamora
Support top-k and bottom_k expressions (#18222) @Matt711
Support cudf-polars is_leap_year (#18212) @brandon-b-miller
Support cudf-polars month_start/month_end (#18211) @brandon-b-miller
Support cudf-polars ordinal_day (#18152) @brandon-b-miller
Add pylibcudf.gpumemoryview support for len()/nbytes (#18133) @pentschev
Link to libzstd for ZSTD compression and decompression APIs (#18129) @shrshi
Added NDSH Q09 Benchmark for Transforms (#18127) @lamarrr
Make pylibcudf traits raise exceptions gracefully rather than terminating in C++ (#18117) @Matt711
Host decompression (#18114) @vuule
Add owning types to hold Arrow data (#18084) @vyasr
Bump polars version to <1.24 (#18076) @Matt711
Support sorted merges in cudf.polars (#18075) @Matt711
Add a slice expression to polars IR (#18050) @Matt711
Expose num_rows_per_source (IO metadata) to pylibcudf (#18049) @Matt711
Added Imbalanced Tree Benchmarks for Transforms (#18032) @lamarrr
Run the narwhals test suite with cudf.pandas (#18031) @Matt711
Add host_read_async interfaces to datasource (#18018) @vuule
Make most cudf-polars Node objects pickleable (#17998) @rjzamora
Add Column.serialize to cudf-polars (#17990) @rjzamora
Bump polars version to <1.23 (#17986) @Matt711
Implemented Decimal Transforms (#17968) @lamarrr
Introduce ZSTD host-side compression and decompression APIs (#17935) @shrshi
Add catboost integration tests (#17931) @Matt711
[FEA] Expose stripe_size_rows setting for ORCWriterOptions (#17927) @ustcfy
Test narwhals in CI (#17884) @bdice
Added Multi-input & Scalar Support for Transform UDFs (#17881) @lamarrr
Host Snappy compression (#17824) @vuule
Run spark-rapids-jni CI (#17781) @KyleFromNVIDIA
Add multi-partition Shuffle operation to cuDF Polars (#17744) @rjzamora
Added polynomials benchmark (#17695) @lamarrr
Add stream parameters in pylibcudf IO APIs (#17620) @Matt711
New nvtext::wordpiece_tokenizer APIs (#17600) @davidwendt
Add support for unary negation operator (#17560) @Matt711
Add multi-partition Join support to cuDF-Polars (#17518) @rjzamora
Add basic multi-partition GroupBy support to cuDF-Polars (#17503) @rjzamora
Support Distributed in cudf-polars tests and IR evaluation (#17364) @pentschev

🛠️ Improvements

Use pyarrow 15 in oldest dependency CI jobs (#18409) @bdice
Bump librdkafka to 2.8.0 (#18370) @raydouglass
fix(rattler): ignore libzlib run dependency to avoid pandoc collision (#18368) @gforsyth
Fix zstd build interface include definition (#18366) @trxcllnt
test: Install pytest-env and hypothesis in test_narwhals.sh (#18337) @MarcoGorelli
Remove unused group_range_rolling_window API (#18313) @wence-
Cache column view creation from arrow types (#18302) @vyasr
Split Narwhals cudf.pandas tests failures into to fix and to skip (#18267) @mroeschke
Support BinOp, min, and max Aggregations in cudf-polars parallel ...

Contributors

msarahan, trxcllnt, and 34 other contributors

Assets 2

03 Mar 18:22

raydouglass

v25.02.02

8139f3c

v25.02.02

🚨 Breaking Changes

Expose stream-ordering in scalar and avro APIs (#17766) @shrshi
Add seed parameter to hash_character_ngrams (#17643) @davidwendt
Performance improvements and simplifications for fixed size row-based rolling windows (#17623) @wence-
Refactor distinct hash join to handle multiple probes with the same build table (#17609) @PointKernel
Deprecate cudf::grouped_time_range_rolling_window (#17589) @wence-
Remove "legacy" Dask DataFrame support from Dask cuDF (#17558) @rjzamora
Return empty result for segmented_reduce if input and offsets are both empty (#17437) @davidwendt
Rework minhash APIs for deprecation cycle (#17421) @davidwendt
Change indices for dictionary column to signed integer type (#17390) @davidwendt

🐛 Bug Fixes

Use protocol for dlpack instead of deprecated function (#18134) @vyasr
Skip the failing connectorx polars tests (#18037) @Matt711
Fix 'Unexpected short subpass' exception in parquet chunked reader. (#18019) @nvdbaranec
Fix race check failures in shared memory groupby (#17985) @PointKernel
Pin ibis version in the cudf.pandas integration tests <10.0.0 (#17975) @Matt711
Fix the index type in the indexing operator of the span types (#17971) @vuule
Add missing pin (#17915) @vyasr
Fix third-party cudf.pandas tests (#17900) @galipremsagar
Fix numpy data access by making attribute private (#17890) @galipremsagar
Remove extra local var declaration from cudf.pandas 3rd-party integration shell script (#17886) @Matt711
Move isinstance_cudf_pandas to fast_slow_proxy (#17875) @galipremsagar
Make _Series_dtype method a property (#17854) @Matt711
Fix the bug in determining the heuristics for shared memory groupby (#17851) @PointKernel
Fix possible OOB mem access in Parquet decoder (#17841) @mhaseeb123
Require batches to be non-empty in multi-batch JSON reader (#17837) @shrshi
Fix rolling(min_periods=) with int and null data with mode.pandas_compat (#17822) @mroeschke
Resolve race-condition in disable_module_accelerator (#17811) @galipremsagar
Make Series(dtype=object) raise in mode.pandas_compat with non string data (#17804) @mroeschke
Disable intended disabled ORC tests (#17790) @davidwendt
Fix empty DataFrame construction not returning RangeIndex columns (#17784) @mroeschke
Fix various .str methods for pandas compatability (#17782) @mroeschke
Fix count API issue about ignoring nan values (#17779) @galipremsagar
Add numba pinning to cudf repo (#17777) @galipremsagar
Allow .sort_values(na_position=) to include NaNs in mode.pandas_compatible (#17776) @mroeschke
allow deselecting nvcomp wheels (#17774) @jameslamb
Use the aligned_resource_adaptor to allocate bloom filter device buffers (#17758) @mhaseeb123
Avoid instantiating bloom filter query function for nested and bool types (#17753) @mhaseeb123
Fix DataFrame.merge(Series, how="left"/"right") on column and index not resulting in a RangeIndex (#17739) @mroeschke
[BUG] xfail Polars excel test (#17731) @Matt711
Require to implement AutoCloseable for the classes derived from HostUDFWrapper (#17727) @ttnghia
Remove jlowe as a java committer since he retired (#17725) @tgravescs
Prevent use of invalid grid sizes in ORC reader and writer (#17709) @vuule
Enforce schema for partial tables in multi-source multi-batch JSON reader (#17708) @shrshi
Compute and use the initial string offset when building nested large string cols with chunked parquet reader (#17702) @mhaseeb123
Fix writing of compressed ORC files with large stripe footers (#17700) @vuule
Fix cudf.polars sum of empty not equalling zero (#17685) @mroeschke
Fix formatting in logging (#17680) @vuule
convert all nulls to nans in a specific scenario (#17677) @galipremsagar
Define cudf repr methods on the Column (#17675) @mroeschke
Fix groupby.len with null values in cudf.polars (#17671) @mroeschke
Fix: DataFrameGroupBy.get_group was raising with length>1 tuples (#17653) @MarcoGorelli
Fix possible int overflow in compute_mixed_join_output_size (#17633) @davidwendt
Fix a minor potential i32 overflow in thrust::transform_exclusive_scan in PQ reader preprocessing (#17617) @mhaseeb123
Fix failing xgboost test in the cudf.pandas third-party integration tests (#17616) @Matt711
Fix dask_cudf.read_csv (#17612) @rjzamora
Fix memcheck error in ReplaceTest.NormalizeNansAndZerosMutable gtest (#17610) @davidwendt
Correctly accept a pandas.CategoricalDtype(pandas.IntervalDtype(...), ...) type (#17604) @mroeschke
Add ability to modify and propagate names of columns object (#17597) @galipremsagar
Ignore NaN correctly in .quantile (#17593) @mroeschke
Fix groupby argmin/max gather of sorted-order indices (#17591) @davidwendt
Fix ctest fail running libcudf tests in a Debug build (#17576) @davidwendt
Specify a version for rapids_logger dependency (#17573) @jlowe
Fix the ORC decoding bug for the timestamp data (#17570) @kingcrimsontianyu
[JNI] remove rmm argument to set rw access for fabric handles (#17553) @abellina
Document undefined behavior in div_rounding_up_safe (#17542) @davidwendt
Fix nvcc-imposed UB in constexpr functions (#17534) @vuule
Add anonymous namespace to libcudf test source (#17529) @davidwendt
Propagate failures in pandas integration tests and Skip failing tests (#17521) @Matt711
Fix libcudf compile error when logging is disabled (#17512) @davidwendt
Fix Dask-cuDF clip APIs (#17509) @rjzamora
Fix pylibcudf to_arrow with multiple nested data types (#17504) @mroeschke
Fix groupby(as_index=False).size not reseting index (#17499) @mroeschke
Revert "Temporarily skip tests due to dask/distributed#8953" (#17492) @Matt711
Workaround for a misaligned access in read_csv on some CUDA versions (#17477) @vuule
Fix some possible thread-id overflow calculations (#17473) @davidwendt
Temporarily skip tests due to dask/distributed#8953 (#17472) @wence-
Detect mismatches in begin and end tokens returned by JSON tokenizer FST (#17471) @shrshi
Support dask>=2024.11.2 in Dask cuDF (#17439) @rjzamora
Fix write_json failure for zero columns in table/struct (#17414) @karthikeyann
Fix Debug-mode failing Arrow test (#17405) @zeroshade
Fix all null list column with missing child column in JSON reader (#17348) @karthikeyann

📖 Documentation

Fix forward merge 24.12->25.02 (#18002) @raydouglass
Fix incorrect example in pylibcudf docs (#17912) @Matt711
Explicitly call out that the GPU open beta runs on a single GPU (#17872) @taureandyernv
Update cudf.pandas colab link in docs (#17846) @taureandyernv
[DOC] Make pylibcudf docs more visible (#17803) @Matt711
Cross-link cudf.pandas profiler documentation. (#17668) @bdice
Document interpreter install command for cudf.pandas (#17358) @bdice
add comment to Series.tolist method (#17350) @tequilayu

🚀 New Features

Bump polars version to <1.22 (#17771) @Matt711
Make more constexpr available on device for cuIO (#17746) @PointKernel
Add public interop functions between pylibcudf and cudf classic (#17730) @Matt711
Support dask_expr migration into dask.dataframe (#17704) @rjzamora
Make tests build without relaxed constexpr (#17691) @PointKernel
Set default logger level to warn (#17684) @vyasr
Support multithreaded reading of compressed buffers in JSON reader (#17670) @shrshi
Control pinned memory use with environment variables (#17657) @vuule
Host compression (#17656) @vuule
Enable text build without relying on relaxed constexpr (#17647) @PointKernel
Implement HOST_UDF aggregation for reduction and segmented reduction (#17645) @ttnghia
Add JSON reader options structs to pylibcudf (#17614) @Matt711
Refactor distinct hash join to handle multiple probes with the same build table (#17609) @PointKernel
Add JSON Writer options classes to pylibcudf (#17606) @Matt711
Add ORC reader options structs to pylibcudf (#17601) @Matt711
Add Avro Reader options classes to pylibcudf (#17599) @Matt711
Enable binaryop build without relying on relaxed constexpr (#17598) @PointKernel
Measure the number of Parquet row groups filtered by predicate pushdown (#17594) @mhaseeb123
Implement HOST_UDF aggregation for groupby (#17592) @ttnghia
Plumb pylibcudf.io.parquet options classes through cudf python (#17506) @Matt711
Add partition-wise Select support to cuDF-Polars (#17495) @rjzamora
Add multi-partition Scan support to cuDF-Polars (#17494) @rjzamora
Migrate cudf::io::merge_row_group_metadata to pylibcudf (#17491) @Matt711
Add Parquet Reader options classes to pylibcudf (#17464) @Matt711
Add multi-partition DataFrameScan support to cuDF-Polars (#17441) @rjzamora
Return empty result for segmented_reduce if input and offsets are both empty (#17437) @davidwendt
Abstract polars function expression nodes to ensure they are serializable (#17418) @pentschev
Add CSV Reader options classes to pylibcudf (#17412) @Matt711
Add support for pylibcudf.DataType serialization (#17352) @pentschev
Enable rounding for Decimal32 and Decimal64 in cuDF (#17332) @a-hirota
Remove upper bounds on cuda-python to allow 12.6.2 and 11.8.5 (#17326) @bdice
Expose stream-ordering to groupby APIs (#17324) @shrshi
Migrate ORC Writer to pylibcudf (#17310) @Matt711
Support reading bloom filters from Parquet files and filter row groups using them (#17289) @mhaseeb123

🛠️ Improvements

Update to nvcomp 4.2.0.11 (#18042) @bdice
Remove pandas backend from cudf.pandas - ibis integration tests (#17945) @Matt711
Revert CUDA 12.8 shared workflow branch changes (#17879) @vyasr
Remove predicate param from DataFrameScan IR (#17852) @Matt711
Remove cudf.Scalar from scatter APIs (#17847) @mroeschke
Remove cudf.Scalar from interval_range (#17844) @mroeschke
Add verify-codeowners hook (#17840) @KyleFromNVIDIA
Build and test with CUDA 12.8.0 (#17834) @bdice
In...

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msarahan, zeroshade, and 37 other contributors

Assets 2

Releases: rapidsai/cudf

v26.02.01

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[NIGHTLY] v25.12.00

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v25.02.02

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