Describe the bug
When attempting to use the cumulative aggregation functions on a groupby of a frame or series with nulls (i.e. df.groupby("x").cumsum()), we get a ValueError.
Steps/Code to reproduce bug
Note we would see the same traceback if we used cumcount, cummax, or cummin:
ValueError Traceback (most recent call last)
Cell In [3], line 16
11 gdf = gdf.mask(cp.random.choice([True, False], size=gdf.shape))
13 gdf_grouped = gdf.groupby("xx")
---> 16 gdf_grouped.xx.cumsum()
17 gdf_grouped.cumcount()
18 gdf_grouped.cummax()
File /raid/charlesb/mambaforge/envs/checkout-groupby-layers/lib/python3.9/site-packages/cudf/core/mixins/mixin_factory.py:11, in _partialmethod.<locals>.wrapper(self, *args2, **kwargs2)
10 def wrapper(self, *args2, **kwargs2):
---> 11 return method(self, *args1, *args2, **kwargs1, **kwargs2)
File /raid/charlesb/mambaforge/envs/checkout-groupby-layers/lib/python3.9/site-packages/cudf/core/groupby/groupby.py:536, in GroupBy._scan(self, op, *args, **kwargs)
534 def _scan(self, op: str, *args, **kwargs):
535 """{op_name} for each group."""
--> 536 return self.agg(op)
File /raid/charlesb/mambaforge/envs/checkout-groupby-layers/lib/python3.9/site-packages/cudf/core/groupby/groupby.py:1749, in SeriesGroupBy.agg(self, func)
1748 def agg(self, func):
-> 1749 result = super().agg(func)
1751 # downcast the result to a Series:
1752 if len(result._data):
File /raid/charlesb/mambaforge/envs/checkout-groupby-layers/lib/python3.9/contextlib.py:79, in ContextDecorator.__call__.<locals>.inner(*args, **kwds)
76 @wraps(func)
77 def inner(*args, **kwds):
78 with self._recreate_cm():
---> 79 return func(*args, **kwds)
File /raid/charlesb/mambaforge/envs/checkout-groupby-layers/lib/python3.9/site-packages/cudf/core/groupby/groupby.py:490, in GroupBy.agg(self, func)
487 result = result.reset_index()
488 if libgroupby._is_all_scan_aggregate(normalized_aggs):
489 # Scan aggregations return rows in original index order
--> 490 return self._mimic_pandas_order(result)
492 return result
File /raid/charlesb/mambaforge/envs/checkout-groupby-layers/lib/python3.9/site-packages/cudf/core/groupby/groupby.py:1724, in GroupBy._mimic_pandas_order(self, result)
1722 gather_map = order_cols[0].argsort()
1723 result = result.take(gather_map)
-> 1724 result.index = self.obj.index
1725 return result
File /raid/charlesb/mambaforge/envs/checkout-groupby-layers/lib/python3.9/site-packages/cudf/core/dataframe.py:1091, in DataFrame.__setattr__(self, key, col)
1089 super().__setattr__(key, col)
1090 else:
-> 1091 super().__setattr__(key, col)
File /raid/charlesb/mambaforge/envs/checkout-groupby-layers/lib/python3.9/site-packages/cudf/core/indexed_frame.py:533, in IndexedFrame.index(self, value)
531 # A DataFrame with 0 columns can have an index of arbitrary length.
532 if len(self._data) > 0 and new_length != old_length:
--> 533 raise ValueError(
534 f"Length mismatch: Expected axis has {old_length} elements, "
535 f"new values have {len(value)} elements"
536 )
537 self._index = Index(value)
ValueError: Length mismatch: Expected axis has 5032 elements, new values have 10000 elements
Expected behavior
I would expect these operations to succeed and give me something roughly similar to the output of pandas:
In [2]: gdf.to_pandas().groupby("xx").cumsum()
Out[2]:
x y
0 NaN NaN
1 NaN NaN
2 NaN NaN
3 NaN NaN
4 NaN NaN
... ... ...
9995 15.674543 13.537169
9996 -22.231675 NaN
9997 NaN -19.599722
9998 NaN NaN
9999 NaN NaN
[10000 rows x 2 columns]
Environment overview (please complete the following information)
wence-
commented
1 year ago
Describe the bug When attempting to use the cumulative aggregation functions on a groupby of a frame or series with nulls (i.e.
df.groupby("x").cumsum()), we get aValueError.Steps/Code to reproduce bug Note we would see the same traceback if we used
cumcount,cummax, orcummin:Expected behavior I would expect these operations to succeed and give me something roughly similar to the output of pandas:
Environment overview (please complete the following information)
Environment details
Click here to see environment details
**git*** print_env.sh: 11: [: true: unexpected operator Not inside a git repository ***OS Information*** DGX_NAME="DGX Server" DGX_PRETTY_NAME="NVIDIA DGX Server" DGX_SWBUILD_DATE="2020-03-04" DGX_SWBUILD_VERSION="4.4.0" DGX_COMMIT_ID="ee09ebc" DGX_PLATFORM="DGX Server for DGX-1" DGX_SERIAL_NUMBER="QTFCOU8220028" DGX_R418_REPO_ENABLED=20220727-142458 DGX_OTA_VERSION="4.13.0" DGX_OTA_DATE="Wed Jul 27 14:38:05 PDT 2022" DISTRIB_ID=Ubuntu DISTRIB_RELEASE=18.04 DISTRIB_CODENAME=bionic DISTRIB_DESCRIPTION="Ubuntu 18.04.6 LTS" NAME="Ubuntu" VERSION="18.04.6 LTS (Bionic Beaver)" ID=ubuntu ID_LIKE=debian PRETTY_NAME="Ubuntu 18.04.6 LTS" VERSION_ID="18.04" HOME_URL="https://www.ubuntu.com/" SUPPORT_URL="https://help.ubuntu.com/" BUG_REPORT_URL="https://bugs.launchpad.net/ubuntu/" PRIVACY_POLICY_URL="https://www.ubuntu.com/legal/terms-and-policies/privacy-policy" VERSION_CODENAME=bionic UBUNTU_CODENAME=bionic Linux dgx12 4.15.0-189-generic #200-Ubuntu SMP Wed Jun 22 19:53:37 UTC 2022 x86_64 x86_64 x86_64 GNU/Linux ***GPU Information*** Thu Nov 3 07:06:22 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 515.48.07 Driver Version: 515.48.07 CUDA Version: 11.7 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 Tesla V100-SXM2... On | 00000000:06:00.0 Off | 0 | | N/A 33C P0 42W / 300W | 0MiB / 32768MiB | 0% Default | | | | N/A | +-------------------------------+----------------------+----------------------+ | 1 Tesla V100-SXM2... On | 00000000:07:00.0 Off | 0 | | N/A 30C P0 42W / 300W | 0MiB / 32768MiB | 0% Default | | | | N/A | +-------------------------------+----------------------+----------------------+ | 2 Tesla V100-SXM2... On | 00000000:0A:00.0 Off | 0 | | N/A 28C P0 41W / 300W | 0MiB / 32768MiB | 0% Default | | | | N/A | +-------------------------------+----------------------+----------------------+ | 3 Tesla V100-SXM2... On | 00000000:0B:00.0 Off | 0 | | N/A 28C P0 41W / 300W | 0MiB / 32768MiB | 0% Default | | | | N/A | +-------------------------------+----------------------+----------------------+ | 4 Tesla V100-SXM2... On | 00000000:85:00.0 Off | 0 | | N/A 30C P0 42W / 300W | 0MiB / 32768MiB | 0% Default | | | | N/A | +-------------------------------+----------------------+----------------------+ | 5 Tesla V100-SXM2... On | 00000000:86:00.0 Off | 0 | | N/A 30C P0 41W / 300W | 0MiB / 32768MiB | 0% Default | | | | N/A | +-------------------------------+----------------------+----------------------+ | 6 Tesla V100-SXM2... On | 00000000:89:00.0 Off | 0 | | N/A 32C P0 43W / 300W | 0MiB / 32768MiB | 0% Default | | | | N/A | +-------------------------------+----------------------+----------------------+ | 7 Tesla V100-SXM2... On | 00000000:8A:00.0 Off | 0 | | N/A 29C P0 41W / 300W | 0MiB / 32768MiB | 0% Default | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ ***CPU*** Architecture: x86_64 CPU op-mode(s): 32-bit, 64-bit Byte Order: Little Endian CPU(s): 80 On-line CPU(s) list: 0-79 Thread(s) per core: 2 Core(s) per socket: 20 Socket(s): 2 NUMA node(s): 2 Vendor ID: GenuineIntel CPU family: 6 Model: 79 Model name: Intel(R) Xeon(R) CPU E5-2698 v4 @ 2.20GHz Stepping: 1 CPU MHz: 1528.974 CPU max MHz: 3600.0000 CPU min MHz: 1200.0000 BogoMIPS: 4389.99 Virtualization: VT-x L1d cache: 32K L1i cache: 32K L2 cache: 256K L3 cache: 51200K NUMA node0 CPU(s): 0-19,40-59 NUMA node1 CPU(s): 20-39,60-79 Flags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush dts acpi mmx fxsr sse sse2 ss ht tm pbe syscall nx pdpe1gb rdtscp lm constant_tsc arch_perfmon pebs bts rep_good nopl xtopology nonstop_tsc cpuid aperfmperf pni pclmulqdq dtes64 monitor ds_cpl vmx smx est tm2 ssse3 sdbg fma cx16 xtpr pdcm pcid dca sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand lahf_lm abm 3dnowprefetch cpuid_fault epb cat_l3 cdp_l3 invpcid_single pti intel_ppin ssbd ibrs ibpb stibp tpr_shadow vnmi flexpriority ept vpid fsgsbase tsc_adjust bmi1 hle avx2 smep bmi2 erms invpcid rtm cqm rdt_a rdseed adx smap intel_pt xsaveopt cqm_llc cqm_occup_llc cqm_mbm_total cqm_mbm_local dtherm ida arat pln pts md_clear flush_l1d ***CMake*** /raid/charlesb/mambaforge/envs/checkout-groupby-layers/bin/cmake cmake version 3.24.3 CMake suite maintained and supported by Kitware (kitware.com/cmake). ***g++*** /raid/charlesb/mambaforge/envs/checkout-groupby-layers/bin/g++ g++ (conda-forge gcc 9.5.0-19) 9.5.0 Copyright (C) 2019 Free Software Foundation, Inc. This is free software; see the source for copying conditions. There is NO warranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. ***nvcc*** /usr/local/cuda-11.5/bin/nvcc nvcc: NVIDIA (R) Cuda compiler driver Copyright (c) 2005-2021 NVIDIA Corporation Built on Thu_Nov_18_09:45:30_PST_2021 Cuda compilation tools, release 11.5, V11.5.119 Build cuda_11.5.r11.5/compiler.30672275_0 ***Python*** /raid/charlesb/mambaforge/envs/checkout-groupby-layers/bin/python Python 3.9.13 ***Environment Variables*** PATH : /usr/local/cuda-11.5/bin:/home/nfs/charlesb/.local/bin:/raid/charlesb/.vscode-server/bin/d045a5eda657f4d7b676dedbfa7aab8207f8a075/bin/remote-cli:/home/nfs/charlesb/.cargo/bin:/raid/charlesb/mambaforge/envs/checkout-groupby-layers/bin:/raid/charlesb/mambaforge/condabin:/usr/local/cuda-11.5/bin:/home/nfs/charlesb/.local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/snap/bin LD_LIBRARY_PATH : /usr/local/cuda-11.5/lib64:/usr/local/cuda-11.5/lib64 NUMBAPRO_NVVM : NUMBAPRO_LIBDEVICE : CONDA_PREFIX : /raid/charlesb/mambaforge/envs/checkout-groupby-layers PYTHON_PATH : ***conda packages*** conda is /raid/charlesb/mambaforge/condabin/conda /raid/charlesb/mambaforge/condabin/conda # packages in environment at /raid/charlesb/mambaforge/envs/checkout-groupby-layers: # # Name Version Build Channel _libgcc_mutex 0.1 conda_forge conda-forge _openmp_mutex 4.5 2_kmp_llvm conda-forge _sysroot_linux-64_curr_repodata_hack 3 h5bd9786_13 conda-forge abseil-cpp 20211102.0 h93e1e8c_3 conda-forge aiobotocore 2.4.0 pyhd8ed1ab_0 conda-forge aiohttp 3.8.3 py39hb9d737c_1 conda-forge aioitertools 0.11.0 pyhd8ed1ab_0 conda-forge aiosignal 1.2.0 pyhd8ed1ab_0 conda-forge alabaster 0.7.12 py_0 conda-forge anyio 3.6.2 pyhd8ed1ab_0 conda-forge argon2-cffi 21.3.0 pyhd8ed1ab_0 conda-forge argon2-cffi-bindings 21.2.0 py39hb9d737c_3 conda-forge arrow-cpp 9.0.0 py39h2531139_1_cpu conda-forge asttokens 2.1.0 pyhd8ed1ab_0 conda-forge async-timeout 4.0.2 pyhd8ed1ab_0 conda-forge attrs 22.1.0 pyh71513ae_1 conda-forge aws-c-cal 0.5.11 h95a6274_0 conda-forge aws-c-common 0.6.2 h7f98852_0 conda-forge aws-c-event-stream 0.2.7 h3541f99_13 conda-forge aws-c-io 0.10.5 hfb6a706_0 conda-forge aws-checksums 0.1.11 ha31a3da_7 conda-forge aws-sam-translator 1.53.0 pyhd8ed1ab_0 conda-forge aws-sdk-cpp 1.8.186 hecaee15_4 conda-forge aws-xray-sdk 2.10.0 pyhd8ed1ab_0 conda-forge babel 2.10.3 pyhd8ed1ab_0 conda-forge backcall 0.2.0 pyh9f0ad1d_0 conda-forge backports 1.0 py_2 conda-forge backports.functools_lru_cache 1.6.4 pyhd8ed1ab_0 conda-forge backports.zoneinfo 0.2.1 py39hf3d152e_7 conda-forge bcrypt 3.2.2 py39hb9d737c_1 conda-forge beautifulsoup4 4.11.1 pyha770c72_0 conda-forge binutils 2.39 hdd6e379_0 conda-forge binutils_impl_linux-64 2.39 h6ceecb4_0 conda-forge binutils_linux-64 2.39 h5fc0e48_11 conda-forge bleach 5.0.1 pyhd8ed1ab_0 conda-forge bokeh 2.4.3 pyhd8ed1ab_3 conda-forge boto3 1.24.59 pyhd8ed1ab_0 conda-forge botocore 1.27.59 pyhd8ed1ab_0 conda-forge brotlipy 0.7.0 py39hb9d737c_1005 conda-forge bzip2 1.0.8 h7f98852_4 conda-forge c-ares 1.18.1 h7f98852_0 conda-forge c-compiler 1.3.0 h7f98852_0 conda-forge ca-certificates 2022.9.24 ha878542_0 conda-forge cachetools 5.2.0 pyhd8ed1ab_0 conda-forge certifi 2022.9.24 pyhd8ed1ab_0 conda-forge cffi 1.15.1 py39he91dace_2 conda-forge cfgv 3.3.1 pyhd8ed1ab_0 conda-forge cfn-lint 0.69.1 pyhd8ed1ab_0 conda-forge charset-normalizer 2.1.1 pyhd8ed1ab_0 conda-forge clang 11.1.0 ha770c72_1 conda-forge clang-11 11.1.0 default_ha53f305_1 conda-forge clang-tools 11.1.0 default_ha53f305_1 conda-forge clangxx 11.1.0 default_ha53f305_1 conda-forge click 8.1.3 unix_pyhd8ed1ab_2 conda-forge cloudpickle 2.2.0 pyhd8ed1ab_0 conda-forge cmake 3.24.3 h816a3e0_0 conda-forge cmake_setuptools 0.1.3 py_0 rapidsai colorama 0.4.6 pyhd8ed1ab_0 conda-forge commonmark 0.9.1 py_0 conda-forge cryptography 38.0.2 py39hd97740a_2 conda-forge cubinlinker 0.2.0 py39h11215e4_1 rapidsai cuda-python 11.7.1 py39h1eff087_1 conda-forge cudatoolkit 11.5.1 h59c8dcf_10 conda-forge cudf 22.12.0a0+205.g543f8db6df.dirty pypi_0 pypi cudnn 8.4.1.50 hed8a83a_0 conda-forge cupy 11.2.0 py39hc3c280e_0 conda-forge cxx-compiler 1.3.0 h4bd325d_0 conda-forge cyrus-sasl 2.1.27 h230043b_5 conda-forge cython 0.29.32 py39h5a03fae_1 conda-forge cytoolz 0.12.0 py39hb9d737c_1 conda-forge dask 2022.10.3a221102 py_gc137ac08_3 dask/label/dev dask-core 2022.10.3a221101 py_g65f40ad46_1 dask/label/dev dask-cuda 22.12.00a221102 py39_g3e5a19b_21 rapidsai-nightly dask-cudf 22.12.0a0+205.g543f8db6df.dirty pypi_0 pypi dataclasses 0.8 pyhc8e2a94_3 conda-forge debugpy 1.6.3 py39h5a03fae_1 conda-forge decopatch 1.4.10 pyhd8ed1ab_0 conda-forge decorator 5.1.1 pyhd8ed1ab_0 conda-forge defusedxml 0.7.1 pyhd8ed1ab_0 conda-forge distlib 0.3.5 pyhd8ed1ab_0 conda-forge distributed 2022.10.3a221102 py_gc137ac08_3 dask/label/dev distro 1.6.0 pyhd8ed1ab_0 conda-forge dlpack 0.5 h9c3ff4c_0 conda-forge docker-py 6.0.0 pyhd8ed1ab_0 conda-forge docutils 0.19 py39hf3d152e_1 conda-forge double-conversion 3.2.0 h27087fc_1 conda-forge doxygen 1.8.20 had0d8f1_0 conda-forge ecdsa 0.18.0 pyhd8ed1ab_1 conda-forge entrypoints 0.4 pyhd8ed1ab_0 conda-forge exceptiongroup 1.0.0 pyhd8ed1ab_0 conda-forge execnet 1.9.0 pyhd8ed1ab_0 conda-forge executing 1.2.0 pyhd8ed1ab_0 conda-forge expat 2.5.0 h27087fc_0 conda-forge fastavro 1.7.0 py39hb9d737c_0 conda-forge fastrlock 0.8 py39h5a03fae_3 conda-forge filelock 3.8.0 pyhd8ed1ab_0 conda-forge flask 2.1.3 pyhd8ed1ab_0 conda-forge flask_cors 3.0.10 pyhd3deb0d_0 conda-forge flit-core 3.7.1 pyhd8ed1ab_0 conda-forge freetype 2.12.1 hca18f0e_0 conda-forge frozenlist 1.3.1 py39hb9d737c_1 conda-forge fsspec 2022.10.0 pyhd8ed1ab_0 conda-forge future 0.18.2 pyhd8ed1ab_6 conda-forge gcc 9.5.0 h1fea6ba_11 conda-forge gcc_impl_linux-64 9.5.0 h99780fb_19 conda-forge gcc_linux-64 9.5.0 h4258300_11 conda-forge gettext 0.21.1 h27087fc_0 conda-forge gflags 2.2.2 he1b5a44_1004 conda-forge glog 0.6.0 h6f12383_0 conda-forge gmp 6.2.1 h58526e2_0 conda-forge gmpy2 2.1.2 py39h376b7d2_1 conda-forge graphql-core 3.2.3 pyhd8ed1ab_0 conda-forge greenlet 1.1.3.post0 py39h5a03fae_0 conda-forge grpc-cpp 1.46.4 h6fc47f4_3 conda-forge gxx 9.5.0 h1fea6ba_11 conda-forge gxx_impl_linux-64 9.5.0 h99780fb_19 conda-forge gxx_linux-64 9.5.0 h43f449f_11 conda-forge heapdict 1.0.1 py_0 conda-forge huggingface_hub 0.10.1 pyhd8ed1ab_0 conda-forge hypothesis 6.56.4 pyha770c72_0 conda-forge identify 2.5.8 pyhd8ed1ab_0 conda-forge idna 3.4 pyhd8ed1ab_0 conda-forge imagesize 1.4.1 pyhd8ed1ab_0 conda-forge importlib-metadata 5.0.0 pyha770c72_1 conda-forge importlib_metadata 5.0.0 hd8ed1ab_1 conda-forge importlib_resources 3.3.1 pyhd8ed1ab_1 conda-forge iniconfig 1.1.1 pyh9f0ad1d_0 conda-forge ipykernel 6.17.0 pyh210e3f2_0 conda-forge ipython 8.6.0 pyh41d4057_1 conda-forge ipython_genutils 0.2.0 py_1 conda-forge itsdangerous 2.1.2 pyhd8ed1ab_0 conda-forge jedi 0.18.1 pyhd8ed1ab_2 conda-forge jinja2 3.1.2 pyhd8ed1ab_1 conda-forge jmespath 1.0.1 pyhd8ed1ab_0 conda-forge joblib 1.2.0 pyhd8ed1ab_0 conda-forge jpeg 9e h166bdaf_2 conda-forge jschema-to-python 1.2.3 pyhd8ed1ab_0 conda-forge jsondiff 2.0.0 pyhd8ed1ab_0 conda-forge jsonpatch 1.32 pyhd8ed1ab_0 conda-forge jsonpickle 2.2.0 pyhd8ed1ab_0 conda-forge jsonpointer 2.0 py_0 conda-forge jsonschema 3.2.0 pyhd8ed1ab_3 conda-forge junit-xml 1.9 pyh9f0ad1d_0 conda-forge jupyter-cache 0.5.0 pyhd8ed1ab_0 conda-forge jupyter_client 7.3.4 pyhd8ed1ab_0 conda-forge jupyter_core 4.11.1 py39hf3d152e_1 conda-forge jupyter_server 1.21.0 pyhd8ed1ab_0 conda-forge jupyterlab_pygments 0.2.2 pyhd8ed1ab_0 conda-forge kernel-headers_linux-64 3.10.0 h4a8ded7_13 conda-forge keyutils 1.6.1 h166bdaf_0 conda-forge krb5 1.19.3 h3790be6_0 conda-forge lcms2 2.14 h6ed2654_0 conda-forge ld_impl_linux-64 2.39 hc81fddc_0 conda-forge lerc 4.0.0 h27087fc_0 conda-forge libabseil 20211102.0 cxx17_h48a1fff_3 conda-forge libblas 3.9.0 16_linux64_mkl conda-forge libbrotlicommon 1.0.9 h166bdaf_8 conda-forge libbrotlidec 1.0.9 h166bdaf_8 conda-forge libbrotlienc 1.0.9 h166bdaf_8 conda-forge libcblas 3.9.0 16_linux64_mkl conda-forge libclang-cpp11.1 11.1.0 default_ha53f305_1 conda-forge libcrc32c 1.1.2 h9c3ff4c_0 conda-forge libcudf 22.12.00a221102 cuda11_g5ace809af6_207 rapidsai-nightly libcurl 7.86.0 h7bff187_1 conda-forge libdeflate 1.14 h166bdaf_0 conda-forge libedit 3.1.20191231 he28a2e2_2 conda-forge libev 4.33 h516909a_1 conda-forge libevent 2.1.10 h9b69904_4 conda-forge libffi 3.4.2 h7f98852_5 conda-forge libgcc-devel_linux-64 9.5.0 h0a57e50_19 conda-forge libgcc-ng 12.2.0 h65d4601_19 conda-forge libgcrypt 1.10.1 h166bdaf_0 conda-forge libgfortran-ng 12.2.0 h69a702a_19 conda-forge libgfortran5 12.2.0 h337968e_19 conda-forge libgomp 12.2.0 h65d4601_19 conda-forge libgoogle-cloud 1.40.2 hefc27d0_0 conda-forge libgpg-error 1.45 hc0c96e0_0 conda-forge libgsasl 1.10.0 h5b4c23d_0 conda-forge libiconv 1.17 h166bdaf_0 conda-forge liblapack 3.9.0 16_linux64_mkl conda-forge libllvm11 11.1.0 he0ac6c6_5 conda-forge libnghttp2 1.47.0 hdcd2b5c_1 conda-forge libnsl 2.0.0 h7f98852_0 conda-forge libntlm 1.4 h7f98852_1002 conda-forge libpng 1.6.38 h753d276_0 conda-forge libprotobuf 3.20.1 h6239696_4 conda-forge librdkafka 1.7.0 hc49e61c_1 conda-forge librmm 22.12.00a221102 cuda11_gc1af31ff_49 rapidsai-nightly libsanitizer 9.5.0 h2f262e1_19 conda-forge libsodium 1.0.18 h36c2ea0_1 conda-forge libsqlite 3.39.4 h753d276_0 conda-forge libssh2 1.10.0 haa6b8db_3 conda-forge libstdcxx-devel_linux-64 9.5.0 h0a57e50_19 conda-forge libstdcxx-ng 12.2.0 h46fd767_19 conda-forge libthrift 0.16.0 h491838f_2 conda-forge libtiff 4.4.0 h55922b4_4 conda-forge libutf8proc 2.8.0 h166bdaf_0 conda-forge libuuid 2.32.1 h7f98852_1000 conda-forge libuv 1.44.2 h166bdaf_0 conda-forge libwebp-base 1.2.4 h166bdaf_0 conda-forge libxcb 1.13 h7f98852_1004 conda-forge libzlib 1.2.13 h166bdaf_4 conda-forge livereload 2.6.3 pyh9f0ad1d_0 conda-forge llvm-openmp 14.0.4 he0ac6c6_0 conda-forge llvmlite 0.39.1 py39h7d9a04d_1 conda-forge locket 1.0.0 pyhd8ed1ab_0 conda-forge lz4 4.0.2 py39h029007f_0 conda-forge lz4-c 1.9.3 h9c3ff4c_1 conda-forge magma 2.5.4 hc72dce7_4 conda-forge make 4.3 hd18ef5c_1 conda-forge makefun 1.15.0 pyhd8ed1ab_0 conda-forge markdown 3.4.1 pyhd8ed1ab_0 conda-forge markdown-it-py 2.1.0 pyhd8ed1ab_0 conda-forge markupsafe 2.1.1 py39hb9d737c_2 conda-forge matplotlib-inline 0.1.6 pyhd8ed1ab_0 conda-forge mdit-py-plugins 0.3.1 pyhd8ed1ab_0 conda-forge mdurl 0.1.0 pyhd8ed1ab_0 conda-forge mimesis 6.1.1 pyhd8ed1ab_0 conda-forge mistune 2.0.4 pyhd8ed1ab_0 conda-forge mkl 2022.1.0 h84fe81f_915 conda-forge moto 4.0.9 pyhd8ed1ab_0 conda-forge mpc 1.2.1 h9f54685_0 conda-forge mpfr 4.1.0 h9202a9a_1 conda-forge msgpack-python 1.0.4 py39hf939315_1 conda-forge multidict 6.0.2 py39hb9d737c_2 conda-forge myst-nb 0.17.1 pyhd8ed1ab_0 conda-forge myst-parser 0.18.1 pyhd8ed1ab_0 conda-forge nbclassic 0.4.5 pyhd8ed1ab_0 conda-forge nbclient 0.5.13 pyhd8ed1ab_0 conda-forge nbconvert 7.2.3 pyhd8ed1ab_0 conda-forge nbconvert-core 7.2.3 pyhd8ed1ab_0 conda-forge nbconvert-pandoc 7.2.3 pyhd8ed1ab_0 conda-forge nbformat 5.7.0 pyhd8ed1ab_0 conda-forge nbsphinx 0.8.9 pyhd8ed1ab_0 conda-forge nccl 2.14.3.1 h0800d71_0 conda-forge ncurses 6.3 h27087fc_1 conda-forge nest-asyncio 1.5.6 pyhd8ed1ab_0 conda-forge networkx 2.8.8 pyhd8ed1ab_0 conda-forge ninja 1.11.0 h924138e_0 conda-forge nodeenv 1.7.0 pyhd8ed1ab_0 conda-forge notebook 6.5.1 pyha770c72_0 conda-forge notebook-shim 0.2.0 pyhd8ed1ab_0 conda-forge numba 0.56.3 py39h61ddf18_0 conda-forge numpy 1.23.4 py39h3d75532_1 conda-forge numpydoc 1.5.0 pyhd8ed1ab_0 conda-forge nvcc_linux-64 11.5 h44f499b_21 conda-forge nvtx 0.2.3 py39hb9d737c_2 conda-forge openapi-schema-validator 0.2.3 pyhd8ed1ab_0 conda-forge openapi-spec-validator 0.4.0 pyhd8ed1ab_1 conda-forge openjpeg 2.5.0 h7d73246_1 conda-forge openssl 1.1.1s h166bdaf_0 conda-forge orc 1.7.5 h6c59b99_0 conda-forge packaging 21.3 pyhd8ed1ab_0 conda-forge pandas 1.5.1 py39h4661b88_1 conda-forge pandoc 1.19.2 0 conda-forge pandocfilters 1.5.0 pyhd8ed1ab_0 conda-forge paramiko 2.11.0 pyhd8ed1ab_0 conda-forge parquet-cpp 1.5.1 2 conda-forge parso 0.8.3 pyhd8ed1ab_0 conda-forge partd 1.3.0 pyhd8ed1ab_0 conda-forge pbr 5.11.0 pyhd8ed1ab_0 conda-forge pexpect 4.8.0 pyh1a96a4e_2 conda-forge pickleshare 0.7.5 py_1003 conda-forge pillow 9.2.0 py39hf3a2cdf_3 conda-forge pip 22.3 pyhd8ed1ab_0 conda-forge platformdirs 2.5.2 pyhd8ed1ab_1 conda-forge pluggy 1.0.0 pyhd8ed1ab_5 conda-forge pre-commit 2.20.0 py39hf3d152e_1 conda-forge prometheus_client 0.15.0 pyhd8ed1ab_0 conda-forge prompt-toolkit 3.0.31 pyha770c72_0 conda-forge protobuf 3.20.1 py39h5a03fae_0 conda-forge psutil 5.9.3 py39hb9d737c_1 conda-forge pthread-stubs 0.4 h36c2ea0_1001 conda-forge ptxcompiler 0.7.0 py39h1eff087_2 conda-forge ptyprocess 0.7.0 pyhd3deb0d_0 conda-forge pure_eval 0.2.2 pyhd8ed1ab_0 conda-forge py-cpuinfo 9.0.0 pyhd8ed1ab_0 conda-forge pyarrow 9.0.0 py39h58137f1_1_cpu conda-forge pyasn1 0.4.8 py_0 conda-forge pycparser 2.21 pyhd8ed1ab_0 conda-forge pydata-sphinx-theme 0.11.0 pyhd8ed1ab_1 conda-forge pygments 2.13.0 pyhd8ed1ab_0 conda-forge pynacl 1.5.0 py39hb9d737c_2 conda-forge pynvml 11.4.1 pyhd8ed1ab_0 conda-forge pyopenssl 22.1.0 pyhd8ed1ab_0 conda-forge pyorc 0.7.0 py39h3720fd5_0 conda-forge pyparsing 3.0.9 pyhd8ed1ab_0 conda-forge pyrsistent 0.19.1 py39hb9d737c_0 conda-forge pysocks 1.7.1 pyha2e5f31_6 conda-forge pytest 7.2.0 pyhd8ed1ab_2 conda-forge pytest-benchmark 4.0.0 pyhd8ed1ab_0 conda-forge pytest-cases 3.6.13 pyhd8ed1ab_0 conda-forge pytest-xdist 3.0.2 pyhd8ed1ab_0 conda-forge python 3.9.13 h9a8a25e_0_cpython conda-forge python-confluent-kafka 1.7.0 py39h3811e60_2 conda-forge python-dateutil 2.8.2 pyhd8ed1ab_0 conda-forge python-fastjsonschema 2.16.2 pyhd8ed1ab_0 conda-forge python-jose 3.3.0 pyh6c4a22f_1 conda-forge python-snappy 0.6.0 py39he8e2bb5_2 conda-forge python_abi 3.9 2_cp39 conda-forge pytorch 1.11.0 cuda112py39ha0cca9b_202 conda-forge pytz 2022.6 pyhd8ed1ab_0 conda-forge pywin32-on-windows 0.1.0 pyh1179c8e_3 conda-forge pyyaml 6.0 py39hb9d737c_5 conda-forge pyzmq 24.0.1 py39headdf64_1 conda-forge rapidjson 1.1.0 he1b5a44_1002 conda-forge re2 2022.06.01 h27087fc_0 conda-forge readline 8.1.2 h0f457ee_0 conda-forge recommonmark 0.7.1 pyhd8ed1ab_0 conda-forge regex 2022.10.31 py39hb9d737c_0 conda-forge requests 2.28.1 pyhd8ed1ab_1 conda-forge responses 0.21.0 pyhd8ed1ab_0 conda-forge rhash 1.4.3 h166bdaf_0 conda-forge rmm 22.12.00a221102 cuda11_py39_gc1af31ff_49 rapidsai-nightly rsa 4.9 pyhd8ed1ab_0 conda-forge s2n 1.0.10 h9b69904_0 conda-forge s3fs 2022.10.0 pyhd8ed1ab_0 conda-forge s3transfer 0.6.0 pyhd8ed1ab_0 conda-forge sacremoses 0.0.53 pyhd8ed1ab_0 conda-forge sarif-om 1.0.4 pyhd8ed1ab_0 conda-forge scikit-build 0.16.1 pyhb871ab6_0 conda-forge scipy 1.9.3 py39hddc5342_1 conda-forge sed 4.8 he412f7d_0 conda-forge send2trash 1.8.0 pyhd8ed1ab_0 conda-forge setuptools 65.5.0 pyhd8ed1ab_0 conda-forge six 1.16.0 pyh6c4a22f_0 conda-forge sleef 3.5.1 h9b69904_2 conda-forge snappy 1.1.9 hbd366e4_1 conda-forge sniffio 1.3.0 pyhd8ed1ab_0 conda-forge snowballstemmer 2.2.0 pyhd8ed1ab_0 conda-forge sortedcontainers 2.4.0 pyhd8ed1ab_0 conda-forge soupsieve 2.3.2.post1 pyhd8ed1ab_0 conda-forge spdlog 1.8.5 h4bd325d_1 conda-forge sphinx 5.3.0 pyhd8ed1ab_0 conda-forge sphinx-autobuild 2021.3.14 pyhd8ed1ab_0 conda-forge sphinx-copybutton 0.5.0 pyhd8ed1ab_0 conda-forge sphinx-markdown-tables 0.0.17 pyh6c4a22f_0 conda-forge sphinxcontrib-applehelp 1.0.2 py_0 conda-forge sphinxcontrib-devhelp 1.0.2 py_0 conda-forge sphinxcontrib-htmlhelp 2.0.0 pyhd8ed1ab_0 conda-forge sphinxcontrib-jsmath 1.0.1 py_0 conda-forge sphinxcontrib-qthelp 1.0.3 py_0 conda-forge sphinxcontrib-serializinghtml 1.1.5 pyhd8ed1ab_2 conda-forge sphinxcontrib-websupport 1.2.4 pyhd8ed1ab_1 conda-forge sqlalchemy 1.4.42 py39hb9d737c_1 conda-forge sqlite 3.39.4 h4ff8645_0 conda-forge sshpubkeys 3.3.1 pyhd8ed1ab_0 conda-forge stack_data 0.6.0 pyhd8ed1ab_0 conda-forge streamz 0.6.4 pyh6c4a22f_0 conda-forge sysroot_linux-64 2.17 h4a8ded7_13 conda-forge tabulate 0.9.0 pyhd8ed1ab_1 conda-forge tbb 2021.6.0 h924138e_1 conda-forge tblib 1.7.0 pyhd8ed1ab_0 conda-forge terminado 0.17.0 pyh41d4057_0 conda-forge tinycss2 1.2.1 pyhd8ed1ab_0 conda-forge tk 8.6.12 h27826a3_0 conda-forge tokenizers 0.10.3 py39hd6d55de_1 conda-forge toml 0.10.2 pyhd8ed1ab_0 conda-forge tomli 2.0.1 pyhd8ed1ab_0 conda-forge toolz 0.12.0 pyhd8ed1ab_0 conda-forge tornado 6.1 py39hb9d737c_3 conda-forge tqdm 4.64.1 pyhd8ed1ab_0 conda-forge traitlets 5.5.0 pyhd8ed1ab_0 conda-forge transformers 4.10.3 pyhd8ed1ab_0 conda-forge typing-extensions 4.4.0 hd8ed1ab_0 conda-forge typing_extensions 4.4.0 pyha770c72_0 conda-forge tzdata 2022f h191b570_0 conda-forge ukkonen 1.0.1 py39hf939315_3 conda-forge urllib3 1.26.11 pyhd8ed1ab_0 conda-forge virtualenv 20.16.5 py39hf3d152e_1 conda-forge wcwidth 0.2.5 pyh9f0ad1d_2 conda-forge webencodings 0.5.1 py_1 conda-forge websocket-client 1.4.1 pyhd8ed1ab_0 conda-forge werkzeug 2.1.2 pyhd8ed1ab_1 conda-forge wheel 0.37.1 pyhd8ed1ab_0 conda-forge wrapt 1.14.1 py39hb9d737c_1 conda-forge xmltodict 0.13.0 pyhd8ed1ab_0 conda-forge xorg-libxau 1.0.9 h7f98852_0 conda-forge xorg-libxdmcp 1.1.3 h7f98852_0 conda-forge xz 5.2.6 h166bdaf_0 conda-forge yaml 0.2.5 h7f98852_2 conda-forge yarl 1.8.1 py39hb9d737c_0 conda-forge zeromq 4.3.4 h9c3ff4c_1 conda-forge zict 2.2.0 pyhd8ed1ab_0 conda-forge zipp 3.10.0 pyhd8ed1ab_0 conda-forge zlib 1.2.13 h166bdaf_4 conda-forge zstd 1.5.2 h6239696_4 conda-forgeAdditional context Ran into this issue while adding null testing to dask-cudf's groupby tests in https://github.com/rapidsai/cudf/pull/10853.