shwina
commented
1 year ago Thanks @charlesbluca -- the following patch fixes this particular issue for me, but are you able to try it out with some other tests to see if things more or less work? If so, I'll go ahead and make a PR:
diff --git a/python/dask_cudf/dask_cudf/backends.py b/python/dask_cudf/dask_cudf/backends.py
index 378f46de22..e926911364 100644
--- a/python/dask_cudf/dask_cudf/backends.py
+++ b/python/dask_cudf/dask_cudf/backends.py
@@ -6,6 +6,7 @@ from collections.abc import Iterator
import cupy as cp
import numpy as np
import pandas as pd
+from pandas.core.tools.datetimes import is_datetime64tz_dtype
import pyarrow as pa
from pandas.api.types import is_scalar
@@ -122,6 +123,11 @@ def _get_non_empty_data(s):
data = cudf.core.column.as_column(data, dtype=s.dtype)
elif is_string_dtype(s.dtype):
data = pa.array(["cat", "dog"])
+ elif is_datetime64tz_dtype(s.dtype):
+ from cudf.utils.dtypes import get_time_unit
+
+ data = cudf.date_range("2001-01-01", periods=2, freq=get_time_unit(s))
+ data = data.tz_localize(str(s.dtype.tz))._column
else:
if pd.api.types.is_numeric_dtype(s.dtype):
data = cudf.core.column.as_column(
Describe the bug We currently get a
TypeErrorduring meta construction when attemptingsr.dt.tz_localize(...)on a timezone-aware dask-cuDF series:Steps/Code to reproduce bug
Expected behavior Would expect this operation to pass and change the timezone of the datetime data accordingly.
Environment overview (please complete the following information)
Environment details
Click here to see environment details
**git*** commit a7b95f26196d4a7f83d55b6249b47bc538be6c46 (HEAD -> pandas-2-compat) Merge: 1279ce32 c9eeb2c1 Author: Charles Blackmon-Luca <20627856+charlesbluca@users.noreply.github.com> Date: Wed Jun 21 13:10:16 2023 -0700 Merge remote-tracking branch 'origin/main' into pandas-2-compat **git submodules*** ***OS Information*** DGX_NAME="DGX Server" DGX_PRETTY_NAME="NVIDIA DGX Server" DGX_SWBUILD_DATE="2023-03-27-13-31-04" DGX_SWBUILD_VERSION="5.5.0" DGX_COMMIT_ID="b2e06e0" DGX_PLATFORM="DGX Server for DGX-1" DGX_SERIAL_NUMBER="QTFCOU8220024" DISTRIB_ID=Ubuntu DISTRIB_RELEASE=20.04 DISTRIB_CODENAME=focal DISTRIB_DESCRIPTION="Ubuntu 20.04.6 LTS" NAME="Ubuntu" VERSION="20.04.6 LTS (Focal Fossa)" ID=ubuntu ID_LIKE=debian PRETTY_NAME="Ubuntu 20.04.6 LTS" VERSION_ID="20.04" 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=focal UBUNTU_CODENAME=focal Linux dgx14 5.4.0-149-generic #166-Ubuntu SMP Tue Apr 18 16:51:45 UTC 2023 x86_64 x86_64 x86_64 GNU/Linux ***GPU Information*** Wed Jun 21 14:34:01 2023 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 525.105.17 Driver Version: 525.105.17 CUDA Version: 12.0 | |-------------------------------+----------------------+----------------------+ | 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 31C P0 47W / 300W | 3MiB / 32768MiB | 0% Default | | | | N/A | +-------------------------------+----------------------+----------------------+ | 1 Tesla V100-SXM2... On | 00000000:07:00.0 Off | 0 | | N/A 33C P0 41W / 300W | 3MiB / 32768MiB | 0% Default | | | | N/A | +-------------------------------+----------------------+----------------------+ | 2 Tesla V100-SXM2... On | 00000000:0A:00.0 Off | 0 | | N/A 31C P0 42W / 300W | 3MiB / 32768MiB | 0% Default | | | | N/A | +-------------------------------+----------------------+----------------------+ | 3 Tesla V100-SXM2... On | 00000000:0B:00.0 Off | 0 | | N/A 29C P0 42W / 300W | 3MiB / 32768MiB | 0% Default | | | | N/A | +-------------------------------+----------------------+----------------------+ | 4 Tesla V100-SXM2... On | 00000000:85:00.0 Off | 0 | | N/A 31C P0 43W / 300W | 3MiB / 32768MiB | 0% Default | | | | N/A | +-------------------------------+----------------------+----------------------+ | 5 Tesla V100-SXM2... On | 00000000:86:00.0 Off | 0 | | N/A 30C P0 42W / 300W | 3MiB / 32768MiB | 0% Default | | | | N/A | +-------------------------------+----------------------+----------------------+ | 6 Tesla V100-SXM2... On | 00000000:89:00.0 Off | 0 | | N/A 33C P0 43W / 300W | 3MiB / 32768MiB | 0% Default | | | | N/A | +-------------------------------+----------------------+----------------------+ | 7 Tesla V100-SXM2... On | 00000000:8A:00.0 Off | 0 | | N/A 28C P0 42W / 300W | 3MiB / 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 Address sizes: 46 bits physical, 48 bits virtual 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: 2440.585 CPU max MHz: 3600.0000 CPU min MHz: 1200.0000 BogoMIPS: 4390.30 Virtualization: VT-x L1d cache: 1.3 MiB L1i cache: 1.3 MiB L2 cache: 10 MiB L3 cache: 100 MiB NUMA node0 CPU(s): 0-19,40-59 NUMA node1 CPU(s): 20-39,60-79 Vulnerability Itlb multihit: KVM: Mitigation: Split huge pages Vulnerability L1tf: Mitigation; PTE Inversion; VMX conditional cache flushes, SMT vulnerable Vulnerability Mds: Mitigation; Clear CPU buffers; SMT vulnerable Vulnerability Meltdown: Mitigation; PTI Vulnerability Mmio stale data: Mitigation; Clear CPU buffers; SMT vulnerable Vulnerability Retbleed: Not affected Vulnerability Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl and seccomp Vulnerability Spectre v1: Mitigation; usercopy/swapgs barriers and __user pointer sanitization Vulnerability Spectre v2: Mitigation; Retpolines, IBPB conditional, IBRS_FW, STIBP conditional, RSB filling, PBRSB-eIBRS Not affected Vulnerability Srbds: Not affected Vulnerability Tsx async abort: Mitigation; Clear CPU buffers; SMT vulnerable 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 ept_ad 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*** /usr/bin/cmake cmake version 3.16.3 CMake suite maintained and supported by Kitware (kitware.com/cmake). ***g++*** /usr/bin/g++ g++ (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0 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/bin/nvcc nvcc: NVIDIA (R) Cuda compiler driver Copyright (c) 2005-2022 NVIDIA Corporation Built on Wed_Sep_21_10:33:58_PDT_2022 Cuda compilation tools, release 11.8, V11.8.89 Build cuda_11.8.r11.8/compiler.31833905_0 ***Python*** /datasets/charlesb/micromamba/envs/dask-sql-gpuci-py39/bin/python Python 3.9.16 ***Environment Variables*** PATH : /datasets/charlesb/micromamba/envs/dask-sql-gpuci-py39/bin:/home/nfs/charlesb/.local/bin:/home/nfs/charlesb/.vscode-server/bin/4cb974a7aed77a74c7813bdccd99ee0d04901215/bin/remote-cli:/datasets/charlesb/micromamba/condabin:/home/nfs/charlesb/.local/bin:/usr/local/cuda/bin:/opt/bin/:/home/nfs/charlesb/.cargo/bin:/usr/local/cuda/bin:/opt/bin/:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/snap/bin LD_LIBRARY_PATH : NUMBAPRO_NVVM : NUMBAPRO_LIBDEVICE : CONDA_PREFIX : /datasets/charlesb/micromamba/envs/dask-sql-gpuci-py39 PYTHON_PATH : ***conda packages*** /datasets/charlesb/micromamba/condabin/conda # packages in environment at /datasets/charlesb/micromamba/envs/dask-sql-gpuci-py39: # # Name Version Build Channel _libgcc_mutex 0.1 conda_forge conda-forge _openmp_mutex 4.5 2_gnu conda-forge adagio 0.2.4 pyhd8ed1ab_0 conda-forge alabaster 0.7.13 pyhd8ed1ab_0 conda-forge alembic 1.11.1 pyhd8ed1ab_0 conda-forge antlr-python-runtime 4.11.1 pyhd8ed1ab_0 conda-forge antlr4-python3-runtime 4.11.1 pyh1a96a4e_0 conda-forge anyio 3.7.0 pyhd8ed1ab_1 conda-forge appdirs 1.4.4 pyh9f0ad1d_0 conda-forge asttokens 2.2.1 pyhd8ed1ab_0 conda-forge attrs 23.1.0 pyh71513ae_1 conda-forge aws-c-auth 0.6.27 he072965_1 conda-forge aws-c-cal 0.5.26 hf677bf3_1 conda-forge aws-c-common 0.8.19 hd590300_0 conda-forge aws-c-compression 0.2.16 hbad4bc6_7 conda-forge aws-c-event-stream 0.2.20 hb4b372c_7 conda-forge aws-c-http 0.7.7 h2632f9a_4 conda-forge aws-c-io 0.13.21 h9fef7b8_5 conda-forge aws-c-mqtt 0.8.11 h2282364_1 conda-forge aws-c-s3 0.3.0 hcb5a9b2_2 conda-forge aws-c-sdkutils 0.1.9 hbad4bc6_2 conda-forge aws-checksums 0.1.14 hbad4bc6_7 conda-forge aws-crt-cpp 0.20.2 he0fdcb3_0 conda-forge aws-sdk-cpp 1.10.57 h059227d_13 conda-forge babel 2.12.1 pyhd8ed1ab_1 conda-forge backcall 0.2.0 pyh9f0ad1d_0 conda-forge backports 1.0 pyhd8ed1ab_3 conda-forge backports.functools_lru_cache 1.6.4 pyhd8ed1ab_0 conda-forge bcrypt 3.2.2 py39hb9d737c_1 conda-forge binutils 2.39 hdd6e379_1 conda-forge binutils_impl_linux-64 2.39 he00db2b_1 conda-forge binutils_linux-64 2.39 h5fc0e48_13 conda-forge blinker 1.6.2 pyhd8ed1ab_0 conda-forge bokeh 2.4.3 pyhd8ed1ab_3 conda-forge brotli 1.0.9 h166bdaf_8 conda-forge brotli-bin 1.0.9 h166bdaf_8 conda-forge bzip2 1.0.8 h7f98852_4 conda-forge c-ares 1.19.1 hd590300_0 conda-forge c-compiler 1.5.2 h0b41bf4_0 conda-forge ca-certificates 2023.5.7 hbcca054_0 conda-forge cachetools 5.3.0 pyhd8ed1ab_0 conda-forge certifi 2023.5.7 pyhd8ed1ab_0 conda-forge cffi 1.15.1 py39he91dace_3 conda-forge cfgv 3.3.1 pyhd8ed1ab_0 conda-forge charset-normalizer 3.1.0 pyhd8ed1ab_0 conda-forge ciso8601 2.3.0 py39h72bdee0_0 conda-forge click 8.1.3 unix_pyhd8ed1ab_2 conda-forge cloudpickle 2.2.1 pyhd8ed1ab_0 conda-forge colorama 0.4.6 pyhd8ed1ab_0 conda-forge configparser 5.3.0 pyhd8ed1ab_0 conda-forge contourpy 1.0.7 py39h4b4f3f3_0 conda-forge coverage 7.2.7 py39hd1e30aa_0 conda-forge cryptography 41.0.1 py39hd4f0224_0 conda-forge cubinlinker 0.3.0 py39hac6bf05_0 rapidsai cuda-profiler-api 11.8.86 0 nvidia cuda-python 11.8.2 py39h2405124_0 conda-forge cuda-version 11.5 h6c6c5af_2 conda-forge cudatoolkit 11.5.1 h59c8dcf_11 conda-forge cudf 23.08.00a cuda11_py39_230621_g1854ac86d0_115 rapidsai-nightly cuml 23.08.00a cuda11_py39_230621_g57c17572f_25 rapidsai-nightly cupy 12.0.0 py39hc3c280e_3 conda-forge cycler 0.11.0 pyhd8ed1ab_0 conda-forge cytoolz 0.12.0 py39hb9d737c_1 conda-forge dask 2023.5.1 pyhd8ed1ab_0 conda-forge dask-core 2023.5.1 pyhd8ed1ab_0 conda-forge dask-cuda 23.08.00a py39_230621_g83c6476_22 rapidsai-nightly dask-cudf 23.08.00a cuda11_py39_230621_g1854ac86d0_115 rapidsai-nightly dask-sql 2023.6.0+17.g1279ce32 pypi_0 pypi databricks-cli 0.17.7 pyhd8ed1ab_0 conda-forge deap 1.3.3 py39h4661b88_1 conda-forge decorator 5.1.1 pyhd8ed1ab_0 conda-forge distlib 0.3.6 pyhd8ed1ab_0 conda-forge distributed 2023.5.1 pyhd8ed1ab_0 conda-forge dlpack 0.5 h9c3ff4c_0 conda-forge docker-py 6.1.0 pyhd8ed1ab_0 conda-forge docutils 0.20.1 py39hf3d152e_0 conda-forge entrypoints 0.4 pyhd8ed1ab_0 conda-forge exceptiongroup 1.1.1 pyhd8ed1ab_0 conda-forge execnet 1.9.0 pyhd8ed1ab_0 conda-forge executing 1.2.0 pyhd8ed1ab_0 conda-forge fastapi 0.86.0 pyhd8ed1ab_0 conda-forge fastrlock 0.8 py39h5a03fae_3 conda-forge filelock 3.12.0 pyhd8ed1ab_0 conda-forge flask 2.3.2 pyhd8ed1ab_0 conda-forge fmt 9.1.0 h924138e_0 conda-forge fonttools 4.39.4 py39hd1e30aa_0 conda-forge freetype 2.12.1 hca18f0e_1 conda-forge fs 2.4.16 pyhd8ed1ab_0 conda-forge fsspec 2023.5.0 pyh1a96a4e_0 conda-forge fugue 0.8.5 pyhd8ed1ab_0 conda-forge fugue-sql-antlr 0.1.6 pyhd8ed1ab_1 conda-forge future 0.18.3 pyhd8ed1ab_0 conda-forge gcc 11.3.0 h02d0930_13 conda-forge gcc_impl_linux-64 11.3.0 hab1b70f_19 conda-forge gcc_linux-64 11.3.0 he6f903b_13 conda-forge gflags 2.2.2 he1b5a44_1004 conda-forge gitdb 4.0.10 pyhd8ed1ab_0 conda-forge gitpython 3.1.31 pyhd8ed1ab_0 conda-forge glog 0.6.0 h6f12383_0 conda-forge gmock 1.13.0 ha770c72_1 conda-forge greenlet 2.0.2 py39h3d6467e_1 conda-forge gtest 1.13.0 h00ab1b0_1 conda-forge gunicorn 20.1.0 py39hf3d152e_3 conda-forge h11 0.14.0 pyhd8ed1ab_0 conda-forge identify 2.5.24 pyhd8ed1ab_0 conda-forge idna 3.4 pyhd8ed1ab_0 conda-forge imagesize 1.4.1 pyhd8ed1ab_0 conda-forge importlib-metadata 6.6.0 pyha770c72_0 conda-forge importlib-resources 5.12.0 pyhd8ed1ab_0 conda-forge importlib_metadata 6.6.0 hd8ed1ab_0 conda-forge importlib_resources 5.12.0 pyhd8ed1ab_0 conda-forge iniconfig 2.0.0 pyhd8ed1ab_0 conda-forge intake 0.7.0 pyhd8ed1ab_0 conda-forge ipython 8.14.0 pyh41d4057_0 conda-forge itsdangerous 2.1.2 pyhd8ed1ab_0 conda-forge jedi 0.18.2 pyhd8ed1ab_0 conda-forge jinja2 3.1.2 pyhd8ed1ab_1 conda-forge joblib 1.2.0 pyhd8ed1ab_0 conda-forge jsonschema 4.17.3 pyhd8ed1ab_0 conda-forge kernel-headers_linux-64 2.6.32 he073ed8_15 conda-forge keyutils 1.6.1 h166bdaf_0 conda-forge kiwisolver 1.4.4 py39hf939315_1 conda-forge krb5 1.20.1 h81ceb04_0 conda-forge lcms2 2.15 haa2dc70_1 conda-forge ld_impl_linux-64 2.39 hcc3a1bd_1 conda-forge lerc 4.0.0 h27087fc_0 conda-forge libabseil 20230125.2 cxx17_h59595ed_2 conda-forge libarrow 11.0.0 hc00ebf5_25_cpu conda-forge libblas 3.9.0 17_linux64_openblas 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 17_linux64_openblas conda-forge libcrc32c 1.1.2 h9c3ff4c_0 conda-forge libcublas 11.11.3.6 0 nvidia libcublas-dev 11.11.3.6 0 nvidia libcudf 23.08.00a cuda11_230621_g1854ac86d0_115 rapidsai-nightly libcufft 10.9.0.58 0 nvidia libcufile 1.4.0.31 0 nvidia libcufile-dev 1.4.0.31 0 nvidia libcuml 23.08.00a cuda11_230621_g57c17572f_25 rapidsai-nightly libcumlprims 23.08.00a cuda11_230519_g1751dc9_0 rapidsai-nightly libcurand 10.3.0.86 0 nvidia libcurand-dev 10.3.0.86 0 nvidia libcurl 8.1.2 h409715c_0 conda-forge libcusolver 11.4.1.48 0 nvidia libcusolver-dev 11.4.1.48 0 nvidia libcusparse 11.7.5.86 0 nvidia libcusparse-dev 11.7.5.86 0 nvidia libdeflate 1.18 h0b41bf4_0 conda-forge libedit 3.1.20191231 he28a2e2_2 conda-forge libev 4.33 h516909a_1 conda-forge libevent 2.1.12 hf998b51_1 conda-forge libffi 3.4.2 h7f98852_5 conda-forge libgcc-devel_linux-64 11.3.0 h210ce93_19 conda-forge libgcc-ng 13.1.0 he5830b7_0 conda-forge libgfortran-ng 13.1.0 h69a702a_0 conda-forge libgfortran5 13.1.0 h15d22d2_0 conda-forge libgomp 13.1.0 he5830b7_0 conda-forge libgoogle-cloud 2.11.0 hac9eb74_1 conda-forge libgrpc 1.54.2 hb20ce57_2 conda-forge libjpeg-turbo 2.1.5.1 h0b41bf4_0 conda-forge libkvikio 23.08.00a cuda11_230621_g56d48ef_23 rapidsai-nightly liblapack 3.9.0 17_linux64_openblas conda-forge libllvm14 14.0.6 hcd5def8_3 conda-forge libnghttp2 1.52.0 h61bc06f_0 conda-forge libnsl 2.0.0 h7f98852_0 conda-forge libnuma 2.0.16 h0b41bf4_1 conda-forge libopenblas 0.3.23 pthreads_h80387f5_0 conda-forge libpng 1.6.39 h753d276_0 conda-forge libpq 15.3 hbcd7760_1 conda-forge libprotobuf 3.21.12 h3eb15da_0 conda-forge libraft 23.08.00a cuda11_230621_g2da93a10_32 rapidsai-nightly libraft-headers 23.08.00a cuda11_230621_g2da93a10_32 rapidsai-nightly libraft-headers-only 23.08.00a cuda11_230621_g2da93a10_32 rapidsai-nightly librmm 23.08.00a cuda11_230621_ge2122569_18 rapidsai-nightly libsanitizer 11.3.0 h239ccf8_19 conda-forge libsodium 1.0.18 h36c2ea0_1 conda-forge libsqlite 3.42.0 h2797004_0 conda-forge libssh2 1.11.0 h0841786_0 conda-forge libstdcxx-ng 13.1.0 hfd8a6a1_0 conda-forge libthrift 0.18.1 h8fd135c_2 conda-forge libtiff 4.5.0 ha587672_6 conda-forge libutf8proc 2.8.0 h166bdaf_0 conda-forge libuuid 2.38.1 h0b41bf4_0 conda-forge libwebp-base 1.3.0 h0b41bf4_0 conda-forge libxcb 1.15 h0b41bf4_0 conda-forge libxgboost 1.7.5dev.rapidsai23.08 cuda11_0 rapidsai-nightly libzlib 1.2.13 h166bdaf_4 conda-forge lightgbm 3.3.5 py39h227be39_0 conda-forge llvmlite 0.40.0 py39h174d805_0 conda-forge locket 1.0.0 pyhd8ed1ab_0 conda-forge lz4 4.3.2 py39h724f13c_0 conda-forge lz4-c 1.9.4 hcb278e6_0 conda-forge mako 1.2.4 pyhd8ed1ab_0 conda-forge markdown 3.4.3 pyhd8ed1ab_0 conda-forge markupsafe 2.1.3 py39hd1e30aa_0 conda-forge matplotlib-base 3.7.1 py39he190548_0 conda-forge matplotlib-inline 0.1.6 pyhd8ed1ab_0 conda-forge maturin 1.1.0 py39hd4f0224_0 conda-forge mlflow 2.4.1 py39ha39b057_0 conda-forge mock 5.0.2 pyhd8ed1ab_0 conda-forge msgpack-python 1.0.5 py39h4b4f3f3_0 conda-forge munkres 1.1.4 pyh9f0ad1d_0 conda-forge nccl 2.17.1.1 h17a0586_1 conda-forge ncurses 6.4 hcb278e6_0 conda-forge nodeenv 1.8.0 pyhd8ed1ab_0 conda-forge numba 0.57.0 py39hb75a051_1 conda-forge numpy 1.24.3 py39h6183b62_0 conda-forge nvtx 0.2.5 py39h72bdee0_0 conda-forge oauthlib 3.2.2 pyhd8ed1ab_0 conda-forge openjpeg 2.5.0 hfec8fc6_2 conda-forge openssl 3.1.1 hd590300_1 conda-forge orc 1.8.4 h2f23424_0 conda-forge packaging 23.1 pyhd8ed1ab_0 conda-forge pandas 1.5.3 py39h2ad29b5_1 conda-forge paramiko 3.2.0 pyhd8ed1ab_0 conda-forge parso 0.8.3 pyhd8ed1ab_0 conda-forge partd 1.4.0 pyhd8ed1ab_0 conda-forge pexpect 4.8.0 pyh1a96a4e_2 conda-forge pickleshare 0.7.5 py_1003 conda-forge pillow 9.5.0 py39haaeba84_1 conda-forge pip 23.1.2 pyhd8ed1ab_0 conda-forge pkgutil-resolve-name 1.3.10 pyhd8ed1ab_0 conda-forge platformdirs 3.5.1 pyhd8ed1ab_0 conda-forge pluggy 1.0.0 pyhd8ed1ab_5 conda-forge pooch 1.7.0 pyha770c72_3 conda-forge pre-commit 3.3.3 pyha770c72_0 conda-forge prometheus_client 0.17.0 pyhd8ed1ab_0 conda-forge prometheus_flask_exporter 0.22.4 pyhd8ed1ab_0 conda-forge prompt-toolkit 3.0.38 pyha770c72_0 conda-forge prompt_toolkit 3.0.38 hd8ed1ab_0 conda-forge protobuf 4.21.12 py39h227be39_0 conda-forge psutil 5.9.5 py39h72bdee0_0 conda-forge psycopg2 2.9.3 py39h24a400a_2 conda-forge pthread-stubs 0.4 h36c2ea0_1001 conda-forge ptxcompiler 0.8.1 py39h2405124_0 conda-forge ptyprocess 0.7.0 pyhd3deb0d_0 conda-forge pure-sasl 0.6.2 pyhd8ed1ab_0 conda-forge pure_eval 0.2.2 pyhd8ed1ab_0 conda-forge py-xgboost 1.7.5dev.rapidsai23.08 cuda11_py39_0 rapidsai-nightly pyarrow 11.0.0 py39he4327e9_25_cpu conda-forge pycparser 2.21 pyhd8ed1ab_0 conda-forge pydantic 1.10.8 py39hd1e30aa_0 conda-forge pygments 2.15.1 pyhd8ed1ab_0 conda-forge pyhive 0.6.5 pyhd8ed1ab_0 conda-forge pyjwt 2.7.0 pyhd8ed1ab_0 conda-forge pylibraft 23.08.00a cuda11_py39_230621_g2da93a10_32 rapidsai-nightly pynacl 1.5.0 py39hb9d737c_2 conda-forge pynvml 11.4.1 pyhd8ed1ab_0 conda-forge pyparsing 3.0.9 pyhd8ed1ab_0 conda-forge pyrsistent 0.19.3 py39h72bdee0_0 conda-forge pysocks 1.7.1 pyha2e5f31_6 conda-forge pytest 7.3.2 pyhd8ed1ab_1 conda-forge pytest-cov 4.1.0 pyhd8ed1ab_0 conda-forge pytest-rerunfailures 11.1.2 pyhd8ed1ab_0 conda-forge pytest-xdist 3.3.1 pyhd8ed1ab_0 conda-forge python 3.9.16 h2782a2a_0_cpython conda-forge python-dateutil 2.8.2 pyhd8ed1ab_0 conda-forge python_abi 3.9 3_cp39 conda-forge pytz 2023.3 pyhd8ed1ab_0 conda-forge pywin32-on-windows 0.1.0 pyh1179c8e_3 conda-forge pyyaml 6.0 py39hb9d737c_5 conda-forge qpd 0.4.3 pyhd8ed1ab_0 conda-forge querystring_parser 1.2.4 py_0 conda-forge raft-dask 23.08.00a cuda11_py39_230620_g2da93a10_32 rapidsai-nightly rdma-core 28.9 h59595ed_1 conda-forge re2 2023.03.02 h8c504da_0 conda-forge readline 8.2 h8228510_1 conda-forge requests 2.31.0 pyhd8ed1ab_0 conda-forge rmm 23.08.00a cuda11_py39_230621_ge2122569_18 rapidsai-nightly s2n 1.3.44 h06160fa_0 conda-forge scikit-learn 1.2.2 py39hc236052_2 conda-forge scipy 1.10.1 py39h6183b62_3 conda-forge semantic_version 2.10.0 pyhd8ed1ab_0 conda-forge setuptools 67.7.2 pyhd8ed1ab_0 conda-forge setuptools-rust 1.6.0 pyhd8ed1ab_0 conda-forge six 1.16.0 pyh6c4a22f_0 conda-forge smmap 3.0.5 pyh44b312d_0 conda-forge snappy 1.1.10 h9fff704_0 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 spdlog 1.11.0 h9b3ece8_1 conda-forge sphinx 7.0.1 pyhd8ed1ab_0 conda-forge sphinxcontrib-applehelp 1.0.4 pyhd8ed1ab_0 conda-forge sphinxcontrib-devhelp 1.0.2 py_0 conda-forge sphinxcontrib-htmlhelp 2.0.1 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 sqlalchemy 1.4.46 py39h72bdee0_0 conda-forge sqlglot 15.0.0 pyhd8ed1ab_0 conda-forge sqlparse 0.4.4 pyhd8ed1ab_0 conda-forge stack_data 0.6.2 pyhd8ed1ab_0 conda-forge starlette 0.20.4 pyhd8ed1ab_1 conda-forge stopit 1.1.2 py_0 conda-forge sysroot_linux-64 2.12 he073ed8_15 conda-forge tabulate 0.9.0 pyhd8ed1ab_1 conda-forge tblib 1.7.0 pyhd8ed1ab_0 conda-forge threadpoolctl 3.1.0 pyh8a188c0_0 conda-forge thrift 0.18.1 py39h227be39_0 conda-forge thrift_sasl 0.4.3 pyhd8ed1ab_2 conda-forge tk 8.6.12 h27826a3_0 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 6.3.2 py39hd1e30aa_0 conda-forge tpot 0.12.0 pyhd8ed1ab_0 conda-forge tqdm 4.65.0 pyhd8ed1ab_1 conda-forge traitlets 5.9.0 pyhd8ed1ab_0 conda-forge treelite 3.2.0 py39h5f9d723_0 conda-forge treelite-runtime 3.2.0 pypi_0 pypi triad 0.9.0 pyhd8ed1ab_0 conda-forge typing-extensions 4.6.3 hd8ed1ab_0 conda-forge typing_extensions 4.6.3 pyha770c72_0 conda-forge tzdata 2023c h71feb2d_0 conda-forge tzlocal 5.0.1 py39hf3d152e_0 conda-forge ucx 1.14.1 h4a2ce2d_2 conda-forge ucx-proc 1.0.0 gpu rapidsai ucx-py 0.33.00a py39_230621_g869c3f6_15 rapidsai-nightly ukkonen 1.0.1 py39hf939315_3 conda-forge unicodedata2 15.0.0 py39hb9d737c_0 conda-forge update_checker 0.18.0 pyh9f0ad1d_0 conda-forge urllib3 2.0.3 pyhd8ed1ab_0 conda-forge uvicorn 0.22.0 py39hf3d152e_0 conda-forge virtualenv 20.23.0 pyhd8ed1ab_0 conda-forge wcwidth 0.2.6 pyhd8ed1ab_0 conda-forge websocket-client 1.5.2 pyhd8ed1ab_0 conda-forge werkzeug 2.3.4 pyhd8ed1ab_0 conda-forge wheel 0.40.0 pyhd8ed1ab_0 conda-forge xgboost 1.7.5dev.rapidsai23.08 cuda11_py39_0 rapidsai-nightly xorg-libxau 1.0.11 hd590300_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 zict 3.0.0 pyhd8ed1ab_0 conda-forge zipp 3.15.0 pyhd8ed1ab_0 conda-forge zlib 1.2.13 h166bdaf_4 conda-forge zstd 1.5.2 h3eb15da_6 conda-forge