from cuml.feature_extraction.text import HashingVectorizer
corpus = [
'This is the first document.',
'This document is the second document.',
'And this is the third one.',
'Is this the first document?',
]
vectorizer = HashingVectorizer(n_features=2**4)
X = vectorizer.fit_transform(corpus)
print(X.shape)
Thanks for flagging this documentation issue. We'll evaluate the feasibility of accepting lists. In the short term, we can update the documentation to fix this example.
Describe the bug feature_extraction HashingVectorizer demo does not work due to limited auto-coercions on L53. commenting out line 53 makes single column cudf and pandas dataframe accepted, not to mention native python df like in the example
Steps/Code to reproduce bug
Expected behavior
ValueError: cudf.Series([str]) expected ,got <class 'list'>
Environment details (please complete the following information):
packages in environment at /home/studio-lab-user/.conda/envs/rapids-22.10:
#
Name Version Build Channel
_libgcc_mutex 0.1 conda_forge conda-forge _openmp_mutex 4.5 2_gnu conda-forge aiohttp 3.8.3 py39hb9d737c_1 conda-forge aiosignal 1.3.1 pyhd8ed1ab_0 conda-forge anyio 3.6.2 pyhd8ed1ab_0 conda-forge aom 3.5.0 h27087fc_0 conda-forge appdirs 1.4.4 pyh9f0ad1d_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 py39hd3ccb9b_2_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-sdk-cpp 1.8.186 hecaee15_4 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 beautifulsoup4 4.11.1 pyha770c72_0 conda-forge bleach 5.0.1 pyhd8ed1ab_0 conda-forge blosc 1.21.1 h83bc5f7_3 conda-forge bokeh 2.4.3 pyhd8ed1ab_3 conda-forge boost 1.78.0 py39h7c9e3ff_4 conda-forge boost-cpp 1.78.0 h75c5d50_1 conda-forge branca 0.6.0 pyhd8ed1ab_0 conda-forge brotli 1.0.9 h166bdaf_8 conda-forge brotli-bin 1.0.9 h166bdaf_8 conda-forge brotlipy 0.7.0 py39hb9d737c_1005 conda-forge brunsli 0.1 h9c3ff4c_0 conda-forge bzip2 1.0.8 h7f98852_4 conda-forge c-ares 1.18.1 h7f98852_0 conda-forge c-blosc2 2.4.3 h7a311fb_0 conda-forge ca-certificates 2022.9.24 ha878542_0 conda-forge cachetools 5.2.0 pyhd8ed1ab_0 conda-forge cairo 1.16.0 ha61ee94_1014 conda-forge certifi 2022.9.24 pyhd8ed1ab_0 conda-forge cffi 1.15.1 py39he91dace_2 conda-forge cfitsio 4.2.0 hd9d235c_0 conda-forge charls 2.3.4 h9c3ff4c_0 conda-forge charset-normalizer 2.1.1 pyhd8ed1ab_0 conda-forge click 8.1.3 unix_pyhd8ed1ab_2 conda-forge click-plugins 1.1.1 py_0 conda-forge cligj 0.7.2 pyhd8ed1ab_1 conda-forge cloudpickle 2.2.0 pyhd8ed1ab_0 conda-forge colorama 0.4.6 pyhd8ed1ab_0 conda-forge colorcet 3.0.1 pyhd8ed1ab_0 conda-forge contourpy 1.0.6 py39hf939315_0 conda-forge cryptography 38.0.3 py39hd97740a_0 conda-forge cubinlinker 0.2.0 py39h11215e4_1 rapidsai cucat 0.4.dev0 pypi_0 pypi cucim 22.10.00 cuda_11_py39_ga65daf5_0 rapidsai cuda-cccl 11.8.89 0 nvidia cuda-command-line-tools 11.8.0 0 nvidia cuda-compiler 11.8.0 0 nvidia cuda-cudart 11.8.89 0 nvidia cuda-cudart-dev 11.8.89 0 nvidia cuda-cuobjdump 11.8.86 0 nvidia cuda-cupti 11.8.87 0 nvidia cuda-cuxxfilt 11.8.86 0 nvidia cuda-documentation 11.8.86 0 nvidia cuda-driver-dev 11.8.89 0 nvidia cuda-gdb 11.8.86 0 nvidia cuda-libraries 11.8.0 0 nvidia cuda-libraries-dev 11.8.0 0 nvidia cuda-memcheck 11.8.86 0 nvidia cuda-nsight 11.8.86 0 nvidia cuda-nsight-compute 11.8.0 0 nvidia cuda-nvcc 11.8.89 0 nvidia cuda-nvdisasm 11.8.86 0 nvidia cuda-nvml-dev 11.8.86 0 nvidia cuda-nvprof 11.8.87 0 nvidia cuda-nvprune 11.8.86 0 nvidia cuda-nvrtc 11.8.89 0 nvidia cuda-nvrtc-dev 11.8.89 0 nvidia cuda-nvtx 11.8.86 0 nvidia cuda-nvvp 11.8.87 0 nvidia cuda-profiler-api 11.8.86 0 nvidia cuda-python 11.8.0 py39h3fd9d12_0 nvidia cuda-sanitizer-api 11.8.86 0 nvidia cuda-toolkit 11.8.0 0 nvidia cuda-tools 11.8.0 0 nvidia cuda-visual-tools 11.8.0 0 nvidia cudatoolkit 11.5.1 hcf5317a_9 nvidia cudf 22.10.01 cuda_11_py39_gca9a422da9_2 rapidsai cudf_kafka 22.10.01 py39_gca9a422da9_2 rapidsai cugraph 22.10.1+0.g9cf07eb6.dirty pypi_0 pypi cuml 22.10.01 cuda11_py39_ge3f4f57d1_0 rapidsai cupy 11.3.0 py39hc3c280e_1 conda-forge curl 7.86.0 h7bff187_1 conda-forge cusignal 22.10.01 py39_g87393e3_0 rapidsai cuspatial 22.10.00 py39_g4e13a37_0 rapidsai custreamz 22.10.01 py39_gca9a422da9_2 rapidsai cuxfilter 22.10.00 py39_gb75d9a5_0 rapidsai cycler 0.11.0 pyhd8ed1ab_0 conda-forge cyrus-sasl 2.1.27 h230043b_5 conda-forge cytoolz 0.12.0 py39hb9d737c_1 conda-forge dask 2022.9.2 pyhd8ed1ab_0 conda-forge dask-core 2022.9.2 pyhd8ed1ab_0 conda-forge dask-cuda 22.10.00 py39_g382e519_0 rapidsai dask-cudf 22.10.01 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conda-forge fontconfig 2.14.1 hc2a2eb6_0 conda-forge fonts-conda-ecosystem 1 0 conda-forge fonts-conda-forge 1 0 conda-forge fonttools 4.38.0 py39hb9d737c_1 conda-forge freetype 2.12.1 hca18f0e_1 conda-forge freexl 1.0.6 h166bdaf_1 conda-forge frozenlist 1.3.3 py39hb9d737c_0 conda-forge fsspec 2022.11.0 pyhd8ed1ab_0 conda-forge gdal 3.5.3 py39h92c1d47_4 conda-forge gds-tools 1.4.0.31 0 nvidia geopandas 0.12.1 pyhd8ed1ab_1 conda-forge geopandas-base 0.12.1 pyha770c72_1 conda-forge geos 3.11.1 h27087fc_0 conda-forge geotiff 1.7.1 ha76d385_4 conda-forge gettext 0.21.1 h27087fc_0 conda-forge gflags 2.2.2 he1b5a44_1004 conda-forge giflib 5.2.1 h36c2ea0_2 conda-forge glog 0.6.0 h6f12383_0 conda-forge graphistry 0.28.4+4.g8d038af pypi_0 pypi grpc-cpp 1.47.1 hbad87ad_6 conda-forge h11 0.14.0 pyhd8ed1ab_0 conda-forge hdf4 4.2.15 h9772cbc_5 conda-forge hdf5 1.12.2 nompi_h2386368_100 conda-forge heapdict 1.0.1 py_0 conda-forge holoviews 1.14.6 pyhd8ed1ab_0 conda-forge icu 70.1 h27087fc_0 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