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[BUG] df.loc drops index labels during assignment #15718

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galipremsagar opened this issue May 10, 2024 · 0 comments · Fixed by #15752
Closed

[BUG] df.loc drops index labels during assignment #15718

galipremsagar opened this issue May 10, 2024 · 0 comments · Fixed by #15752
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@galipremsagar
Labels
bug Something isn't working cudf.pandas Issues specific to cudf.pandas
Milestone
cudf.pandas API c...

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@galipremsagar
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galipremsagar commented May 10, 2024 •
edited

Describe the bug
df.loc seems to be dropping index labels, see example below.

Steps/Code to reproduce bug

# pandas:
> import pandas as pd
> df = pd.DataFrame(index=['index_1', 'index_2', 'index_3'])
> df.loc[["index_1"], "new_col"] = "A"
> df
     new_col
index_1    A
index_2  NaN
index_3  NaN

# cuDF:
> import cudf
> df = cudf.DataFrame(index=['index_1', 'index_2', 'index_3'])
> df.loc[["index_1"], "new_col"] = "A"
> df
     new_col
index_1    A

Expected behavior
Match pandas

Environment overview (please complete the following information)

  • Environment location: [Bare-metal]
  • Method of cuDF install: [from source]

Environment details
Please run and paste the output of the cudf/print_env.sh script here, to gather any other relevant environment details

Click here to see environment details
 **git***
 commit e1c6dc2848984279e6c5422496390c6396e74b6c (HEAD -> 15713, upstream/branch-24.06, branch-24.06)
 Author: Alfred Xu <lovedreamf@gmail.com>
 Date:   Fri May 10 22:37:21 2024 +0800
 
 Refine `CudaTest.testCudaException` in case throwing wrong type of CudaError under aarch64 (#15706)
 
 Fix #15705
 
 1. Replacing  `Cuda.memset(Long.MAX_VALUE, (byte) 0, 1024)` with `Cuda.freePinned(-1L)`, the previous one throws fatal CUDAError `cudaErrorIllegalAddress`  instead of nonFatal CUDAError `cudaErrorInvalidValue` under aarch64, while the later one throwing the correct kind of error.
 
 2. Enable the test case when Sanitizer is ON
 
 Authors:
 - Alfred Xu (https://github.com/sperlingxx)
 
 Approvers:
 - Tim Liu (https://github.com/NvTimLiu)
 - Jason Lowe (https://github.com/jlowe)
 
 URL: https://github.com/rapidsai/cudf/pull/15706
 **git submodules***
 
 ***OS Information***
 DISTRIB_ID=Ubuntu
 DISTRIB_RELEASE=22.04
 DISTRIB_CODENAME=jammy
 DISTRIB_DESCRIPTION="Ubuntu 22.04.2 LTS"
 PRETTY_NAME="Ubuntu 22.04.2 LTS"
 NAME="Ubuntu"
 VERSION_ID="22.04"
 VERSION="22.04.2 LTS (Jammy Jellyfish)"
 VERSION_CODENAME=jammy
 ID=ubuntu
 ID_LIKE=debian
 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"
 UBUNTU_CODENAME=jammy
 Linux dt07 5.15.0-94-generic #104-Ubuntu SMP Tue Jan 9 15:25:40 UTC 2024 x86_64 x86_64 x86_64 GNU/Linux
 
 ***GPU Information***
 Fri May 10 17:30:28 2024
 +---------------------------------------------------------------------------------------+
 | NVIDIA-SMI 535.129.03             Driver Version: 535.129.03   CUDA Version: 12.2     |
 |-----------------------------------------+----------------------+----------------------+
 | 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 T4                       On  | 00000000:3B:00.0 Off |                    0 |
 | N/A   48C    P0              27W /  70W |    130MiB / 15360MiB |      0%      Default |
 |                                         |                      |                  N/A |
 +-----------------------------------------+----------------------+----------------------+
 |   1  Tesla T4                       On  | 00000000:5E:00.0 Off |                    0 |
 | N/A   36C    P8               9W /  70W |      4MiB / 15360MiB |      0%      Default |
 |                                         |                      |                  N/A |
 +-----------------------------------------+----------------------+----------------------+
 |   2  Tesla T4                       On  | 00000000:AF:00.0 Off |                    0 |
 | N/A   30C    P8               9W /  70W |      4MiB / 15360MiB |      0%      Default |
 |                                         |                      |                  N/A |
 +-----------------------------------------+----------------------+----------------------+
 |   3  Tesla T4                       On  | 00000000:D8:00.0 Off |                    0 |
 | N/A   30C    P8               9W /  70W |      4MiB / 15360MiB |      0%      Default |
 |                                         |                      |                  N/A |
 +-----------------------------------------+----------------------+----------------------+
 
 +---------------------------------------------------------------------------------------+
 | Processes:                                                                            |
 |  GPU   GI   CI        PID   Type   Process name                            GPU Memory |
 |        ID   ID                                                             Usage      |
 |=======================================================================================|
 +---------------------------------------------------------------------------------------+
 
 ***CPU***
 Architecture:                       x86_64
 CPU op-mode(s):                     32-bit, 64-bit
 Address sizes:                      46 bits physical, 48 bits virtual
 Byte Order:                         Little Endian
 CPU(s):                             64
 On-line CPU(s) list:                0-63
 Vendor ID:                          GenuineIntel
 Model name:                         Intel(R) Xeon(R) Gold 6130 CPU @ 2.10GHz
 CPU family:                         6
 Model:                              85
 Thread(s) per core:                 2
 Core(s) per socket:                 16
 Socket(s):                          2
 Stepping:                           4
 CPU max MHz:                        3700.0000
 CPU min MHz:                        1000.0000
 BogoMIPS:                           4200.00
 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 art 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 mba ibrs ibpb stibp tpr_shadow vnmi flexpriority ept vpid ept_ad fsgsbase tsc_adjust bmi1 hle avx2 smep bmi2 erms invpcid rtm cqm mpx rdt_a avx512f avx512dq rdseed adx smap clflushopt clwb intel_pt avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves cqm_llc cqm_occup_llc cqm_mbm_total cqm_mbm_local dtherm ida arat pln pts pku ospke md_clear flush_l1d arch_capabilities
 Virtualization:                     VT-x
 L1d cache:                          1 MiB (32 instances)
 L1i cache:                          1 MiB (32 instances)
 L2 cache:                           32 MiB (32 instances)
 L3 cache:                           44 MiB (2 instances)
 NUMA node(s):                       2
 NUMA node0 CPU(s):                  0,2,4,6,8,10,12,14,16,18,20,22,24,26,28,30,32,34,36,38,40,42,44,46,48,50,52,54,56,58,60,62
 NUMA node1 CPU(s):                  1,3,5,7,9,11,13,15,17,19,21,23,25,27,29,31,33,35,37,39,41,43,45,47,49,51,53,55,57,59,61,63
 Vulnerability Gather data sampling: Mitigation; Microcode
 Vulnerability Itlb multihit:        KVM: Mitigation: VMX disabled
 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:             Mitigation; IBRS
 Vulnerability Spec rstack overflow: 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; IBRS, IBPB conditional, STIBP conditional, RSB filling, PBRSB-eIBRS Not affected
 Vulnerability Srbds:                Not affected
 Vulnerability Tsx async abort:      Mitigation; Clear CPU buffers; SMT vulnerable
 
 ***CMake***
 /nvme/0/pgali/envs/cudfdev/bin/cmake
 cmake version 3.29.2
 
 CMake suite maintained and supported by Kitware (kitware.com/cmake).
 
 ***g++***
 /nvme/0/pgali/envs/cudfdev/bin/g++
 g++ (conda-forge gcc 11.4.0-7) 11.4.0
 Copyright (C) 2021 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***
 /nvme/0/pgali/envs/cudfdev/bin/nvcc
 nvcc: NVIDIA (R) Cuda compiler driver
 Copyright (c) 2005-2023 NVIDIA Corporation
 Built on Tue_Aug_15_22:02:13_PDT_2023
 Cuda compilation tools, release 12.2, V12.2.140
 Build cuda_12.2.r12.2/compiler.33191640_0
 
 ***Python***
 /nvme/0/pgali/envs/cudfdev/bin/python
 Python 3.11.9
 
 ***Environment Variables***
 PATH                            : /nvme/0/pgali/envs/cudfdev/bin:/nvme/0/pgali/envs/cudfdev/bin:/nvme/0/pgali/anaconda3/bin:/nvme/0/pgali/envs/cudfdev/bin:/nvme/0/pgali/.cargo/bin:/home/nfs/pgali/.vscode-server/cli/servers/Stable-b58957e67ee1e712cebf466b995adf4c5307b2bd/server/bin/remote-cli:/nvme/0/pgali/.cargo/bin:/nvme/0/pgali/anaconda3/bin:/nvme/0/pgali/anaconda3/condabin:/nvme/0/pgali/.cargo/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/snap/bin:/usr/local/cuda/bin:/usr/local/cuda/bin
 LD_LIBRARY_PATH                 : /usr/local/cuda/lib64:/usr/local/cuda/lib64::/usr/local/cuda/lib64:/usr/local/cuda/extras/CUPTI/lib64:/usr/local/cuda/lib64:/usr/local/cuda/extras/CUPTI/lib64
 NUMBAPRO_NVVM                   :
 NUMBAPRO_LIBDEVICE              :
 CONDA_PREFIX                    : /nvme/0/pgali/envs/cudfdev
 PYTHON_PATH                     :
 
 ***conda packages***
 /nvme/0/pgali/anaconda3/bin/conda
 # packages in environment at /nvme/0/pgali/envs/cudfdev:
 #
 # 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                   h69a702a_14    conda-forge
 accessible-pygments       0.0.4              pyhd8ed1ab_0    conda-forge
 aiobotocore               2.12.2             pyhd8ed1ab_0    conda-forge
 aiohttp                   3.9.5           py311h459d7ec_0    conda-forge
 aioitertools              0.11.0             pyhd8ed1ab_0    conda-forge
 aiosignal                 1.3.1              pyhd8ed1ab_0    conda-forge
 alabaster                 0.7.16             pyhd8ed1ab_0    conda-forge
 annotated-types           0.6.0              pyhd8ed1ab_0    conda-forge
 anyio                     4.3.0              pyhd8ed1ab_0    conda-forge
 argon2-cffi               23.1.0             pyhd8ed1ab_0    conda-forge
 argon2-cffi-bindings      21.2.0          py311h459d7ec_4    conda-forge
 arrow                     1.3.0              pyhd8ed1ab_0    conda-forge
 asttokens                 2.4.1              pyhd8ed1ab_0    conda-forge
 async-lru                 2.0.4              pyhd8ed1ab_0    conda-forge
 attrs                     23.2.0             pyh71513ae_0    conda-forge
 aws-c-auth                0.7.19               h5f1c8d9_1    conda-forge
 aws-c-cal                 0.6.12               h2ba76a8_0    conda-forge
 aws-c-common              0.9.17               h4ab18f5_0    conda-forge
 aws-c-compression         0.2.18               h36a0aea_4    conda-forge
 aws-c-event-stream        0.4.2               h161de36_10    conda-forge
 aws-c-http                0.8.1               h63f54a0_13    conda-forge
 aws-c-io                  0.14.8               h96d4d28_0    conda-forge
 aws-c-mqtt                0.10.4               hcc7299c_2    conda-forge
 aws-c-s3                  0.5.8                hdec9a15_2    conda-forge
 aws-c-sdkutils            0.1.16               h36a0aea_0    conda-forge
 aws-checksums             0.1.18               h36a0aea_4    conda-forge
 aws-crt-cpp               0.26.8               h5ef9dee_9    conda-forge
 aws-sam-translator        1.88.0             pyhd8ed1ab_0    conda-forge
 aws-sdk-cpp               1.11.267             h51dfee4_8    conda-forge
 aws-xray-sdk              2.13.0             pyhd8ed1ab_0    conda-forge
 babel                     2.14.0             pyhd8ed1ab_0    conda-forge
 backports.zoneinfo        0.2.1           py311h38be061_8    conda-forge
 bcrypt                    4.1.2           py311h46250e7_0    conda-forge
 beautifulsoup4            4.12.3             pyha770c72_0    conda-forge
 binutils                  2.40                 h4852527_0    conda-forge
 binutils_impl_linux-64    2.40                 ha885e6a_0    conda-forge
 binutils_linux-64         2.40                 hdade7a5_3    conda-forge
 bleach                    6.1.0              pyhd8ed1ab_0    conda-forge
 blinker                   1.8.2              pyhd8ed1ab_0    conda-forge
 bokeh                     3.4.1              pyhd8ed1ab_0    conda-forge
 boto3                     1.34.51            pyhd8ed1ab_0    conda-forge
 botocore                  1.34.51         pyge310_1234567_0    conda-forge
 breathe                   4.35.0             pyhd8ed1ab_1    conda-forge
 brotli-python             1.1.0           py311hb755f60_1    conda-forge
 bzip2                     1.0.8                hd590300_5    conda-forge
 c-ares                    1.28.1               hd590300_0    conda-forge
 c-compiler                1.5.2                h0b41bf4_0    conda-forge
 ca-certificates           2024.2.2             hbcca054_0    conda-forge
 cached-property           1.5.2                hd8ed1ab_1    conda-forge
 cached_property           1.5.2              pyha770c72_1    conda-forge
 cachetools                5.3.3              pyhd8ed1ab_0    conda-forge
 certifi                   2024.2.2           pyhd8ed1ab_0    conda-forge
 cffi                      1.16.0          py311hb3a22ac_0    conda-forge
 cfgv                      3.3.1              pyhd8ed1ab_0    conda-forge
 cfn-lint                  0.87.2             pyhd8ed1ab_0    conda-forge
 charset-normalizer        3.3.2              pyhd8ed1ab_0    conda-forge
 clang                     16.0.6               h39da44c_6    conda-forge
 clang-16                  16.0.6          default_h127d8a8_6    conda-forge
 clang-format              16.0.6          default_h127d8a8_6    conda-forge
 clang-format-16           16.0.6          default_h127d8a8_6    conda-forge
 clang-tools               16.0.6          default_h127d8a8_6    conda-forge
 click                     8.1.7           unix_pyh707e725_0    conda-forge
 cloudpickle               3.0.0              pyhd8ed1ab_0    conda-forge
 cmake                     3.29.2               h91dbaaa_1    conda-forge
 colorama                  0.4.6              pyhd8ed1ab_0    conda-forge
 comm                      0.2.2              pyhd8ed1ab_0    conda-forge
 commonmark                0.9.1                      py_0    conda-forge
 contourpy                 1.2.1           py311h9547e67_0    conda-forge
 coverage                  7.5.1           py311h331c9d8_0    conda-forge
 cramjam                   2.8.3           py311h46250e7_0    conda-forge
 cryptography              42.0.7          py311h4a61cc7_0    conda-forge
 cuda-cccl_linux-64        12.2.140             ha770c72_0    conda-forge
 cuda-crt-dev_linux-64     12.2.140             ha770c72_1    conda-forge
 cuda-crt-tools            12.2.140             ha770c72_1    conda-forge
 cuda-cudart               12.2.140             hd3aeb46_0    conda-forge
 cuda-cudart-dev           12.2.140             hd3aeb46_0    conda-forge
 cuda-cudart-dev_linux-64  12.2.140             h59595ed_0    conda-forge
 cuda-cudart-static        12.2.140             hd3aeb46_0    conda-forge
 cuda-cudart-static_linux-64 12.2.140             h59595ed_0    conda-forge
 cuda-cudart_linux-64      12.2.140             h59595ed_0    conda-forge
 cuda-driver-dev_linux-64  12.2.140             h59595ed_0    conda-forge
 cuda-nvcc                 12.2.140             hcdd1206_0    conda-forge
 cuda-nvcc-dev_linux-64    12.2.140             ha770c72_1    conda-forge
 cuda-nvcc-impl            12.2.140             hd3aeb46_1    conda-forge
 cuda-nvcc-tools           12.2.140             hd3aeb46_1    conda-forge
 cuda-nvcc_linux-64        12.2.140             h8a487aa_0    conda-forge
 cuda-nvrtc                12.2.140             hd3aeb46_0    conda-forge
 cuda-nvrtc-dev            12.2.140             hd3aeb46_0    conda-forge
 cuda-nvtx                 12.2.140             h59595ed_0    conda-forge
 cuda-nvtx-dev             12.2.140             ha770c72_0    conda-forge
 cuda-nvvm-dev_linux-64    12.2.140             ha770c72_1    conda-forge
 cuda-nvvm-impl            12.2.140             h59595ed_1    conda-forge
 cuda-nvvm-tools           12.2.140             h59595ed_1    conda-forge
 cuda-python               12.4.0          py311h817de4b_2    conda-forge
 cuda-sanitizer-api        12.2.140             h59595ed_0    conda-forge
 cuda-version              12.2                 he2b69de_3    conda-forge
 cudf                      24.6.0                   pypi_0    pypi
 cudnn                     8.9.7.29             h092f7fd_3    conda-forge
 cupy                      13.1.0          py311hf829483_4    conda-forge
 cupy-core                 13.1.0          py311he1e6e68_4    conda-forge
 cxx-compiler              1.5.2                hf52228f_0    conda-forge
 cyrus-sasl                2.1.27               h54b06d7_7    conda-forge
 cython                    3.0.10          py311hb755f60_0    conda-forge
 cytoolz                   0.12.3          py311h459d7ec_0    conda-forge
 dask                      2024.5.1a240508  py_ge4a05450_2    dask/label/dev
 dask-core                 2024.5.1a240510 py_g6f5821d66_13    dask/label/dev
 dask-cuda                 24.06.00a13     py311_240510_gef83eb4_13    rapidsai-nightly
 dask-cudf                 24.6.0                   pypi_0    pypi
 dask-expr                 1.1.1a240509      py_ga8f19ab_2    dask/label/dev
 datasets                  2.19.1             pyhd8ed1ab_0    conda-forge
 debugpy                   1.8.1           py311hb755f60_0    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
 dill                      0.3.8              pyhd8ed1ab_0    conda-forge
 distlib                   0.3.8              pyhd8ed1ab_0    conda-forge
 distributed               2024.5.1a240508  py_ge4a05450_2    dask/label/dev
 dlpack                    0.8                  h59595ed_3    conda-forge
 docker-py                 7.0.0              pyhd8ed1ab_0    conda-forge
 docutils                  0.19            py311h38be061_1    conda-forge
 doxygen                   1.9.1                hb166930_1    conda-forge
 ecdsa                     0.19.0             pyhd8ed1ab_0    conda-forge
 entrypoints               0.4                pyhd8ed1ab_0    conda-forge
 exceptiongroup            1.2.0              pyhd8ed1ab_2    conda-forge
 execnet                   2.1.1              pyhd8ed1ab_0    conda-forge
 executing                 2.0.1              pyhd8ed1ab_0    conda-forge
 fastavro                  1.9.4           py311h459d7ec_0    conda-forge
 fastrlock                 0.8.2           py311hb755f60_2    conda-forge
 filelock                  3.14.0             pyhd8ed1ab_0    conda-forge
 flask                     3.0.3              pyhd8ed1ab_0    conda-forge
 flask_cors                3.0.10             pyhd3deb0d_0    conda-forge
 fmt                       10.2.1               h00ab1b0_0    conda-forge
 fqdn                      1.5.1              pyhd8ed1ab_0    conda-forge
 freetype                  2.12.1               h267a509_2    conda-forge
 frozenlist                1.4.1           py311h459d7ec_0    conda-forge
 fsspec                    2024.3.1           pyhca7485f_0    conda-forge
 future                    1.0.0              pyhd8ed1ab_0    conda-forge
 gcc                       11.4.0               h602e360_7    conda-forge
 gcc_impl_linux-64         11.4.0               h00c12a0_7    conda-forge
 gcc_linux-64              11.4.0               h0f0c6b6_3    conda-forge
 gflags                    2.2.2             he1b5a44_1004    conda-forge
 glog                      0.7.0                hed5481d_0    conda-forge
 gmp                       6.3.0                h59595ed_1    conda-forge
 gmpy2                     2.1.5           py311he48d604_0    conda-forge
 graphql-core              3.2.3              pyhd8ed1ab_0    conda-forge
 greenlet                  3.0.3           py311hb755f60_0    conda-forge
 gxx                       11.4.0               h602e360_7    conda-forge
 gxx_impl_linux-64         11.4.0               h634f3ee_7    conda-forge
 gxx_linux-64              11.4.0               h2730b16_3    conda-forge
 h11                       0.14.0             pyhd8ed1ab_0    conda-forge
 h2                        4.1.0              pyhd8ed1ab_0    conda-forge
 hpack                     4.0.0              pyh9f0ad1d_0    conda-forge
 httpcore                  1.0.5              pyhd8ed1ab_0    conda-forge
 httpx                     0.27.0             pyhd8ed1ab_0    conda-forge
 huggingface_hub           0.23.0             pyhd8ed1ab_0    conda-forge
 hyperframe                6.0.1              pyhd8ed1ab_0    conda-forge
 hypothesis                6.100.5            pyha770c72_0    conda-forge
 icu                       73.2                 h59595ed_0    conda-forge
 identify                  2.5.36             pyhd8ed1ab_0    conda-forge
 idna                      3.7                pyhd8ed1ab_0    conda-forge
 imagesize                 1.4.1              pyhd8ed1ab_0    conda-forge
 importlib-metadata        7.1.0              pyha770c72_0    conda-forge
 importlib-resources       6.4.0              pyhd8ed1ab_0    conda-forge
 importlib_metadata        7.1.0                hd8ed1ab_0    conda-forge
 importlib_resources       6.4.0              pyhd8ed1ab_0    conda-forge
 iniconfig                 2.0.0              pyhd8ed1ab_0    conda-forge
 ipykernel                 6.29.3             pyhd33586a_0    conda-forge
 ipython                   8.24.0             pyh707e725_0    conda-forge
 isoduration               20.11.0            pyhd8ed1ab_0    conda-forge
 itsdangerous              2.2.0              pyhd8ed1ab_0    conda-forge
 jedi                      0.19.1             pyhd8ed1ab_0    conda-forge
 jinja2                    3.1.4              pyhd8ed1ab_0    conda-forge
 jmespath                  1.0.1              pyhd8ed1ab_0    conda-forge
 joserfc                   0.9.0              pyhd8ed1ab_1    conda-forge
 jschema-to-python         1.2.3              pyhd8ed1ab_0    conda-forge
 json5                     0.9.25             pyhd8ed1ab_0    conda-forge
 jsondiff                  2.0.0              pyhd8ed1ab_0    conda-forge
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@galipremsagar galipremsagar added bug Something isn't working cudf.pandas Issues specific to cudf.pandas labels May 10, 2024
@galipremsagar galipremsagar changed the title [BUG] df.loc drops index labels [BUG] df.loc drops index labels during assignment May 10, 2024
@galipremsagar galipremsagar self-assigned this May 13, 2024
@galipremsagar galipremsagar mentioned this issue May 14, 2024
Merged
3 tasks
rapids-bot bot pushed a commit that referenced this issue May 15, 2024
@galipremsagar
Handle empty dataframe object with index present in setitem of loc (#…
04d247c 
…15752)

Fixes: #15718 

This PR fixes an issue with `loc` setitem where the dataframe is empty but has an index of length greater than 0.

Authors:
  - GALI PREM SAGAR (https://github.com/galipremsagar)

Approvers:
  - Matthew Roeschke (https://github.com/mroeschke)

URL: #15752
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@galipremsagar galipremsagar

Labels
bug Something isn't working cudf.pandas Issues specific to cudf.pandas
Projects
cuDF/Dask/Numba/UCX
Status: Done
Milestone
cudf.pandas API coverage
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Handle empty dataframe object with index present in setitem of loc galipremsagar/cudf
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