nv-morpheus / Morpheus

Morpheus SDK
Apache License 2.0
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[BUG]: Passing in None for config.num_threads does not throw an exception #1632

Open shawn-davis opened 4 months ago

shawn-davis commented 4 months ago

Version

24.03

Which installation method(s) does this occur on?

Source

Describe the bug.

None was passed to config.num_threads and the pipeline failed to start, but provided no indication as to why. Receiving a None value should throw an exception indicating why the pipeline is failing to start.

Minimum reproducible example

import cudf
from morpheus.config import Config
from morpheus.pipeline.linear_pipeline import LinearPipeline
from morpheus.stages.general.monitor_stage import MonitorStage
from morpheus.stages.input.in_memory_source_stage import InMemorySourceStage
from morpheus.stages.output.in_memory_sink_stage import InMemorySinkStage

def pipeline(num_threads):

    config = Config()
    config.num_threads = num_threads

    pipe = LinearPipeline(config)
    pipe.set_source(
        InMemorySourceStage(config,
                            dataframes=[cudf.DataFrame({'foo': 'bar'})],
                            repeat=1)
    )
    pipe.add_stage(MonitorStage(config, description="Stage"))
    pipe.add_stage(InMemorySinkStage(config))

    pipe.run()

    return True

Relevant log output

Click here to see error details

Exception has occurred: AssertionError       (note: full exception trace is shown but execution is paused at: _run_module_as_main)
Pipeline must be started before joining
  File "/workspace/morpheus-private/external/morpheus/morpheus/pipeline/pipeline.py", line 453, in join
    assert self._post_start_future is not None, "Pipeline must be started before joining"
  File "/workspace/morpheus-private/external/morpheus/morpheus/pipeline/pipeline.py", line 638, in run_async
    await self.join()
  File "/opt/conda/envs/morpheus/lib/python3.10/asyncio/base_events.py", line 649, in run_until_complete
    return future.result()
  File "/opt/conda/envs/morpheus/lib/python3.10/asyncio/runners.py", line 44, in run
    return loop.run_until_complete(main)
  File "/workspace/morpheus-private/external/morpheus/morpheus/pipeline/pipeline.py", line 657, in run
    asyncio.run(self.run_async())
  File "/workspace/morpheus-private/examples/llm/cve/nspect_pipeline.py", line 504, in pipeline
    pipe.run()
  File "/workspace/morpheus-private/examples/llm/cve/run.py", line 376, in nspect_pipeline
    return _pipeline(run_config)
  File "/opt/conda/envs/morpheus/lib/python3.10/site-packages/click/core.py", line 783, in invoke
    return __callback(*args, **kwargs)
  File "/opt/conda/envs/morpheus/lib/python3.10/site-packages/click/core.py", line 1434, in invoke
    return ctx.invoke(self.callback, **ctx.params)
  File "/opt/conda/envs/morpheus/lib/python3.10/site-packages/click/core.py", line 1688, in invoke
    return _process_result(sub_ctx.command.invoke(sub_ctx))
  File "/opt/conda/envs/morpheus/lib/python3.10/site-packages/click/core.py", line 1688, in invoke
    return _process_result(sub_ctx.command.invoke(sub_ctx))
  File "/opt/conda/envs/morpheus/lib/python3.10/site-packages/click/core.py", line 1078, in main
    rv = self.invoke(ctx)
  File "/opt/conda/envs/morpheus/lib/python3.10/site-packages/click/core.py", line 1157, in __call__
    return self.main(*args, **kwargs)
  File "/workspace/morpheus-private/examples/llm/main.py", line 29, in run_cli
    cli(obj={}, auto_envvar_prefix='MORPHEUS_LLM', show_default=True, prog_name="morpheus_llm")
  File "/workspace/morpheus-private/examples/llm/main.py", line 33, in 
    run_cli()
  File "/opt/conda/envs/morpheus/lib/python3.10/runpy.py", line 86, in _run_code
    exec(code, run_globals)
  File "/opt/conda/envs/morpheus/lib/python3.10/runpy.py", line 196, in _run_module_as_main (Current frame)
    return _run_code(code, main_globals, None,
AssertionError: Pipeline must be started before joining

Full env printout

Click here to see environment details

     **git***
     commit f5d0f0e978b1759bf9aa646e3d2a4cd7c7219870 (HEAD -> config_work, sdavis-morpheus/config_work_unmerged, sdavis-morpheus/config_work, config_work_unmerged)
     Author: shawn-davis 
     Date:   Wed Apr 10 16:27:06 2024 +0000

     Added LLMService creator for config files and added api_key and base_url parameters to existing services for config parity.
     **git submodules***
     f0a9633ec18c598263ad563e73546570051ff535 external/morpheus-visualizations (v24.03.00a-3-gf0a9633)
     6c9233a52a0f3e5dfa82a9d9397477b31a63b92e external/utilities (v24.03.00a-14-g6c9233a)

     ***OS Information***
     DISTRIB_ID=Ubuntu
     DISTRIB_RELEASE=22.04
     DISTRIB_CODENAME=jammy
     DISTRIB_DESCRIPTION="Ubuntu 22.04.4 LTS"
     PRETTY_NAME="Ubuntu 22.04.4 LTS"
     NAME="Ubuntu"
     VERSION_ID="22.04"
     VERSION="22.04.4 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 dgx04 5.4.0-148-generic #165-Ubuntu SMP Tue Apr 18 08:53:12 UTC 2023 x86_64 x86_64 x86_64 GNU/Linux

     ***GPU Information***
     Wed Apr 17 01:06:28 2024
     +-----------------------------------------------------------------------------+
     | NVIDIA-SMI 525.105.17   Driver Version: 525.105.17   CUDA Version: 12.1     |
     |-------------------------------+----------------------+----------------------+
     | 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   | 00000000:85:00.0 Off |                    0 |
     | N/A   32C    P0    59W / 300W |   6229MiB / 32768MiB |      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):                          80
     On-line CPU(s) list:             0-79
     Vendor ID:                       GenuineIntel
     Model name:                      Intel(R) Xeon(R) CPU E5-2698 v4 @ 2.20GHz
     CPU family:                      6
     Model:                           79
     Thread(s) per core:              2
     Core(s) per socket:              20
     Socket(s):                       2
     Stepping:                        1
     CPU max MHz:                     3600.0000
     CPU min MHz:                     1200.0000
     BogoMIPS:                        4389.97
     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
     Virtualization:                  VT-x
     L1d cache:                       1.3 MiB (40 instances)
     L1i cache:                       1.3 MiB (40 instances)
     L2 cache:                        10 MiB (40 instances)
     L3 cache:                        100 MiB (2 instances)
     NUMA node(s):                    2
     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

     ***CMake***
     /opt/conda/envs/morpheus/bin/cmake
     cmake version 3.27.9

     CMake suite maintained and supported by Kitware (kitware.com/cmake).

     ***g++***
     /opt/conda/envs/morpheus/bin/g++
     g++ (conda-forge gcc 11.2.0-16) 11.2.0
     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***
     /opt/conda/envs/morpheus/bin/nvcc
     nvcc: NVIDIA (R) Cuda compiler driver
     Copyright (c) 2005-2023 NVIDIA Corporation
     Built on Mon_Apr__3_17:16:06_PDT_2023
     Cuda compilation tools, release 12.1, V12.1.105
     Build cuda_12.1.r12.1/compiler.32688072_0

     ***Python***
     /opt/conda/envs/morpheus/bin/python
     Python 3.10.13

     ***Environment Variables***
     PATH                            : /root/.vscode-server/bin/863d2581ecda6849923a2118d93a088b0745d9d6/bin/remote-cli:/opt/conda/envs/morpheus/bin:/opt/conda/condabin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/opt/conda/bin
     LD_LIBRARY_PATH                 : /usr/local/nvidia/lib:/usr/local/nvidia/lib64
     NUMBAPRO_NVVM                   :
     NUMBAPRO_LIBDEVICE              :
     CONDA_PREFIX                    : /opt/conda/envs/morpheus
     PYTHON_PATH                     :

     ***conda packages***
     /opt/conda/condabin/conda
     # packages in environment at /opt/conda/envs/morpheus:
     #
     # Name                    Version                   Build  Channel
     _libgcc_mutex             0.1                 conda_forge    conda-forge
     _openmp_mutex             4.5                       2_gnu    conda-forge
     _sysroot_linux-64_curr_repodata_hack 3                   h69a702a_14    conda-forge
     absl-py                   1.4.0              pyhd8ed1ab_0    conda-forge
     adagio                    0.2.4              pyhd8ed1ab_0    conda-forge
     aioboto3                  12.3.0                   pypi_0    pypi
     aiobotocore               2.11.2                   pypi_0    pypi
     aiofiles                  23.2.1                   pypi_0    pypi
     aiohttp                   3.9.3           py310h2372a71_0    conda-forge
     aiohttp-client-cache      0.11.0             pyhd8ed1ab_0    conda-forge
     aioitertools              0.11.0                   pypi_0    pypi
     aiosignal                 1.3.1              pyhd8ed1ab_0    conda-forge
     aiosqlite                 0.20.0                   pypi_0    pypi
     alabaster                 0.7.16             pyhd8ed1ab_0    conda-forge
     alembic                   1.13.1             pyhd8ed1ab_1    conda-forge
     annotated-types           0.6.0              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                     4.3.0              pyhd8ed1ab_0    conda-forge
     aom                       3.7.1                h59595ed_0    conda-forge
     appdirs                   1.4.4              pyh9f0ad1d_0    conda-forge
     argon2-cffi               23.1.0                   pypi_0    pypi
     argon2-cffi-bindings      21.2.0                   pypi_0    pypi
     arpy                      2.3.0                    pypi_0    pypi
     astroid                   3.0.3           py310hff52083_0    conda-forge
     asttokens                 2.4.1              pyhd8ed1ab_0    conda-forge
     async-timeout             4.0.3              pyhd8ed1ab_0    conda-forge
     atk-1.0                   2.38.0               hd4edc92_1    conda-forge
     attrs                     23.2.0             pyh71513ae_0    conda-forge
     aws-c-auth                0.7.11               h0b4cabd_1    conda-forge
     aws-c-cal                 0.6.9                h14ec70c_3    conda-forge
     aws-c-common              0.9.12               hd590300_0    conda-forge
     aws-c-compression         0.2.17               h572eabf_8    conda-forge
     aws-c-event-stream        0.4.1                h97bb272_2    conda-forge
     aws-c-http                0.8.0                h9129f04_2    conda-forge
     aws-c-io                  0.14.0               hf8f278a_1    conda-forge
     aws-c-mqtt                0.10.1               h2b97f5f_0    conda-forge
     aws-c-s3                  0.4.9                hca09fc5_0    conda-forge
     aws-c-sdkutils            0.1.13               h572eabf_1    conda-forge
     aws-checksums             0.1.17               h572eabf_7    conda-forge
     aws-crt-cpp               0.26.0               h04327c0_8    conda-forge
     aws-sdk-cpp               1.11.210            hba3e011_10    conda-forge
     babel                     2.14.0             pyhd8ed1ab_0    conda-forge
     bcrypt                    4.1.2           py310hcb5633a_0    conda-forge
     beautifulsoup4            4.12.3             pyha770c72_0    conda-forge
     benchmark                 1.8.3                h59595ed_0    conda-forge
     betterproto               1.2.5              pyhd3deb0d_1    conda-forge
     binutils                  2.36.1               hdd6e379_2    conda-forge
     binutils_impl_linux-64    2.36.1               h193b22a_2    conda-forge
     binutils_linux-64         2.36                hf3e587d_10    conda-forge
     blas                      1.0                         mkl    conda-forge
     bleach                    6.1.0              pyhd8ed1ab_0    conda-forge
     blinker                   1.7.0              pyhd8ed1ab_0    conda-forge
     bokeh                     3.3.4              pyhd8ed1ab_0    conda-forge
     boost-cpp                 1.84.0               h44aadfe_1    conda-forge
     boto3                     1.34.34                  pypi_0    pypi
     botocore                  1.34.34                  pypi_0    pypi
     breathe                   4.35.0             pyhd8ed1ab_1    conda-forge
     brotli                    1.1.0                hd590300_1    conda-forge
     brotli-bin                1.1.0                hd590300_1    conda-forge
     brotli-python             1.1.0           py310hc6cd4ac_1    conda-forge
     bzip2                     1.0.8                hd590300_5    conda-forge
     c-ares                    1.27.0               hd590300_0    conda-forge
     c-compiler                1.5.2                h0b41bf4_0    conda-forge
     ca-certificates           2024.2.2             hbcca054_0    conda-forge
     cachetools                5.3.3              pyhd8ed1ab_0    conda-forge
     cairo                     1.18.0               h3faef2a_0    conda-forge
     cattrs                    23.2.3             pyhd8ed1ab_0    conda-forge
     ccache                    4.9.1                h1fcd64f_0    conda-forge
     certifi                   2024.2.2           pyhd8ed1ab_0    conda-forge
     cffi                      1.16.0          py310h2fee648_0    conda-forge
     cfgv                      3.3.1              pyhd8ed1ab_0    conda-forge
     charset-normalizer        3.3.2              pyhd8ed1ab_0    conda-forge
     clang                     16.0.6               h39da44c_5    conda-forge
     clang-16                  16.0.6          default_h127d8a8_5    conda-forge
     clang-format              16.0.6          default_h127d8a8_5    conda-forge
     clang-format-16           16.0.6          default_h127d8a8_5    conda-forge
     clang-tools               16.0.6          default_h127d8a8_5    conda-forge
     clangdev                  16.0.6          default_h127d8a8_5    conda-forge
     clangxx                   16.0.6          default_h127d8a8_5    conda-forge
     click                     8.1.7           unix_pyh707e725_0    conda-forge
     cloudpickle               3.0.0              pyhd8ed1ab_0    conda-forge
     cmake                     3.27.9               hcfe8598_0    conda-forge
     colorama                  0.4.6              pyhd8ed1ab_0    conda-forge
     configparser              6.0.1              pyhd8ed1ab_0    conda-forge
     contourpy                 1.2.0           py310hd41b1e2_0    conda-forge
     coverage                  7.4.3           py310h2372a71_1    conda-forge
     cryptography              42.0.5          py310h75e40e8_0    conda-forge
     cuda-cccl                 12.1.109             ha770c72_0    conda-forge
     cuda-cccl-impl            2.0.1                ha770c72_1    conda-forge
     cuda-cccl_linux-64        12.1.109             ha770c72_0    conda-forge
     cuda-command-line-tools   12.1.1               ha770c72_0    conda-forge
     cuda-cudart               12.1.105             hd3aeb46_0    conda-forge
     cuda-cudart-dev           12.1.105             hd3aeb46_0    conda-forge
     cuda-cudart-dev_linux-64  12.1.105             h59595ed_0    conda-forge
     cuda-cudart-static        12.1.105             hd3aeb46_0    conda-forge
     cuda-cudart-static_linux-64 12.1.105             h59595ed_0    conda-forge
     cuda-cudart_linux-64      12.1.105             h59595ed_0    conda-forge
     cuda-cupti                12.1.105             h59595ed_0    conda-forge
     cuda-cupti-dev            12.1.105             h59595ed_0    conda-forge
     cuda-driver-dev           12.1.105             hd3aeb46_0    conda-forge
     cuda-driver-dev_linux-64  12.1.105             h59595ed_0    conda-forge
     cuda-gdb                  12.1.105             hd47b8d6_0    conda-forge
     cuda-libraries            12.1.0                        0    nvidia
     cuda-libraries-dev        12.1.0                        0    nvidia
     cuda-libraries-static     12.1.1               ha770c72_0    conda-forge
     cuda-nsight               12.1.105             ha770c72_0    conda-forge
     cuda-nsight-compute       12.4.0                        0    nvidia
     cuda-nvcc                 12.1.105             hcdd1206_1    conda-forge
     cuda-nvcc-dev_linux-64    12.1.105             ha770c72_0    conda-forge
     cuda-nvcc-impl            12.1.105             hd3aeb46_0    conda-forge
     cuda-nvcc-tools           12.1.105             hd3aeb46_0    conda-forge
     cuda-nvcc_linux-64        12.1.105             h8a487aa_1    conda-forge
     cuda-nvdisasm             12.1.105             h59595ed_0    conda-forge
     cuda-nvml-dev             12.1.105             h59595ed_0    conda-forge
     cuda-nvprof               12.1.105             h59595ed_0    conda-forge
     cuda-nvrtc                12.1.105             hd3aeb46_0    conda-forge
     cuda-nvrtc-dev            12.1.105             hd3aeb46_0    conda-forge
     cuda-nvrtc-static         12.1.105             hd3aeb46_0    conda-forge
     cuda-nvtx                 12.1.105             h59595ed_0    conda-forge
     cuda-nvtx-dev             12.1.105             ha770c72_0    conda-forge
     cuda-nvvp                 12.1.105             h59595ed_0    conda-forge
     cuda-opencl               12.1.105             h59595ed_0    conda-forge
     cuda-opencl-dev           12.1.105             h59595ed_0    conda-forge
     cuda-profiler-api         12.1.105             ha770c72_0    conda-forge
     cuda-python               12.4.0          py310h9f9f131_1    conda-forge
     cuda-runtime              12.1.0                        0    nvidia
     cuda-sanitizer-api        12.1.105             h59595ed_0    conda-forge
     cuda-tools                12.1.0                        0    nvidia
     cuda-version              12.1                 h1d6eff3_3    conda-forge
     cuda-visual-tools         12.1.0                        0    nvidia
     cudf                      24.02.02        cuda12_py310_240227_gdd34fdbe35_0    rapidsai
     cupy                      13.0.0          py310h7aad9d2_3    conda-forge
     cupy-core                 13.0.0          py310had4011e_3    conda-forge
     cxx-compiler              1.5.2                hf52228f_0    conda-forge
     cycler                    0.12.1             pyhd8ed1ab_0    conda-forge
     cyrus-sasl                2.1.27               h54b06d7_7    conda-forge
     cython                    3.0.9           py310hc6cd4ac_0    conda-forge
     cytoolz                   0.12.3          py310h2372a71_0    conda-forge
     dask                      2024.1.1           pyhd8ed1ab_0    conda-forge
     dask-core                 2024.1.1           pyhd8ed1ab_0    conda-forge
     dask-cuda                 24.02.00        py310_240212_g96bedbc_0    rapidsai
     dask-cudf                 24.02.02        cuda12_py310_240227_gdd34fdbe35_0    rapidsai
     databricks-cli            0.18.0             pyhd8ed1ab_0    conda-forge
     databricks-connect        14.3.1                   pypi_0    pypi
     databricks-sdk            0.21.0                   pypi_0    pypi
     dataclasses               0.8                pyhc8e2a94_3    conda-forge
     dataclasses-json          0.6.4                    pypi_0    pypi
     datacompy                 0.10.5             pyhd8ed1ab_0    conda-forge
     datasets                  2.18.0             pyhd8ed1ab_0    conda-forge
     dav1d                     1.2.1                hd590300_0    conda-forge
     decorator                 5.1.1              pyhd8ed1ab_0    conda-forge
     defusedxml                0.7.1              pyhd8ed1ab_0    conda-forge
     dill                      0.3.7              pyhd8ed1ab_0    conda-forge
     distlib                   0.3.8              pyhd8ed1ab_0    conda-forge
     distributed               2024.1.1           pyhd8ed1ab_0    conda-forge
     distro                    1.9.0              pyhd8ed1ab_0    conda-forge
     dlpack                    0.5                  h9c3ff4c_0    conda-forge
     dnspython                 2.6.1                    pypi_0    pypi
     docker-py                 6.1.3              pyhd8ed1ab_0    conda-forge
     docutils                  0.17.1          py310hff52083_4    conda-forge
     doxygen                   1.9.2                hb166930_0    conda-forge
     elastic-transport         8.12.0             pyhd8ed1ab_0    conda-forge
     elasticsearch             8.9.0              pyhd8ed1ab_0    conda-forge
     entrypoints               0.4                pyhd8ed1ab_0    conda-forge
     environs                  9.5.0                    pypi_0    pypi
     exceptiongroup            1.2.0              pyhd8ed1ab_2    conda-forge
     executing                 2.0.1              pyhd8ed1ab_0    conda-forge
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     fs                        2.4.16             pyhd8ed1ab_0    conda-forge
     fsspec                    2024.2.0           pyhca7485f_0    conda-forge
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     gcc                       11.2.0              h702ea55_10    conda-forge
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     gcc_linux-64              11.2.0              h39a9532_10    conda-forge
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     ipython                   8.22.2             pyh707e725_0    conda-forge
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     jsonschema                4.21.1             pyhd8ed1ab_0    conda-forge
     jsonschema-specifications 2023.12.1          pyhd8ed1ab_0    conda-forge
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     libcublas                 12.1.0.26                     0    nvidia
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     libcublas-static          12.1.3.1             hd3aeb46_0    conda-forge
     libcudf                   24.02.02        cuda12_240227_gdd34fdbe35_0    rapidsai
     libcufft                  11.0.2.4                      0    nvidia
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     libcusolver               11.4.4.55                     0    nvidia
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     libcusolver-static        11.4.5.107           hd3aeb46_0    conda-forge
     libcusparse               12.0.2.55                     0    nvidia
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     libgcc-devel_linux-64     11.2.0              h0952999_16    conda-forge
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     ocl-icd-system            1.0.0                         1    conda-forge
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     packaging                 23.2               pyhd8ed1ab_0    conda-forge
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     pickleshare               0.7.5                   py_1003    conda-forge
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     pip                       24.0               pyhd8ed1ab_0    conda-forge
     pixman                    0.43.2               h59595ed_0    conda-forge
     pkg-config                0.29.2            h36c2ea0_1008    conda-forge
     pkgutil-resolve-name      1.3.10             pyhd8ed1ab_1    conda-forge
     platformdirs              4.2.0              pyhd8ed1ab_0    conda-forge
     pluggy                    1.3.0              pyhd8ed1ab_0    conda-forge
     port-for                  0.7.2                    pypi_0    pypi
     pre-commit                3.6.2              pyha770c72_0    conda-forge
     prometheus_client         0.20.0             pyhd8ed1ab_0    conda-forge
     prometheus_flask_exporter 0.23.0             pyhd8ed1ab_0    conda-forge
     prompt-toolkit            3.0.42             pyha770c72_0    conda-forge
     protobuf                  4.24.4          py310h620c231_0    conda-forge
     psutil                    5.9.8           py310h2372a71_0    conda-forge
     pthread-stubs             0.4               h36c2ea0_1001    conda-forge
     ptyprocess                0.7.0              pyhd3deb0d_0    conda-forge
     pugixml                   1.14                 h59595ed_0    conda-forge
     pure_eval                 0.2.2              pyhd8ed1ab_0    conda-forge
     py-cpuinfo                9.0.0              pyhd8ed1ab_0    conda-forge
     py4j                      0.10.9.7                 pypi_0    pypi
     pyarrow                   14.0.2          py310hf9e7431_3_cpu    conda-forge
     pyarrow-hotfix            0.6                pyhd8ed1ab_0    conda-forge
     pyasn1                    0.5.1                    pypi_0    pypi
     pyasn1-modules            0.3.0                    pypi_0    pypi
     pybind11-stubgen          0.10.5             pyhd8ed1ab_0    conda-forge
     pycodestyle               2.11.1             pyhd8ed1ab_0    conda-forge
     pycparser                 2.21               pyhd8ed1ab_0    conda-forge
     pycryptodome              3.20.0                   pypi_0    pypi
     pydantic                  2.6.3              pyhd8ed1ab_0    conda-forge
     pydantic-core             2.16.3          py310hcb5633a_0    conda-forge
     pydpkg                    1.9.2                    pypi_0    pypi
     pyflakes                  3.2.0              pyhd8ed1ab_0    conda-forge
     pygments                  2.17.2             pyhd8ed1ab_0    conda-forge
     pyjwt                     2.8.0              pyhd8ed1ab_1    conda-forge
     pylint                    3.0.3              pyhd8ed1ab_0    conda-forge
     pymilvus                  2.3.6                    pypi_0    pypi
     pymongo                   4.6.2                    pypi_0    pypi
     pymupdf                   1.23.21                  pypi_0    pypi
     pymupdfb                  1.23.9                   pypi_0    pypi
     pynacl                    1.5.0           py310h2372a71_3    conda-forge
     pynvjitlink               0.1.14          py310hdaa3023_0    rapidsai
     pynvml                    11.4.1             pyhd8ed1ab_0    conda-forge
     pyparsing                 3.1.2              pyhd8ed1ab_0    conda-forge
     pysocks                   1.7.1              pyha2e5f31_6    conda-forge
     pytest                    7.4.4              pyhd8ed1ab_0    conda-forge
     pytest-asyncio            0.23.5.post1       pyhd8ed1ab_0    conda-forge
     pytest-benchmark          4.0.0              pyhd8ed1ab_0    conda-forge
     pytest-cov                4.1.0              pyhd8ed1ab_0    conda-forge
     pytest-kafka              0.6.0                    pypi_0    pypi
     python                    3.10.13         hd12c33a_1_cpython    conda-forge
     python-confluent-kafka    1.9.2           py310h5764c6d_2    conda-forge
     python-dateutil           2.9.0              pyhd8ed1ab_0    conda-forge
     python-docx               1.1.0              pyhd8ed1ab_0    conda-forge
     python-dotenv             1.0.1                    pypi_0    pypi
     python-fastjsonschema     2.19.1             pyhd8ed1ab_0    conda-forge
     python-graphviz           0.20.1             pyh22cad53_0    conda-forge
     python-rapidjson          1.16            py310hc6cd4ac_0    conda-forge
     python-xxhash             3.4.1           py310h2372a71_0    conda-forge
     python_abi                3.10                    4_cp310    conda-forge
     pytorch                   2.2.1           py3.10_cuda12.1_cudnn8.9.2_0    pytorch
     pytorch-cuda              12.1                 ha16c6d3_5    pytorch
     pytorch-mutex             1.0                        cuda    pytorch
     pytz                      2023.4             pyhd8ed1ab_0    conda-forge
     pywin32-on-windows        0.1.0              pyh1179c8e_3    conda-forge
     pyyaml                    6.0.1           py310h2372a71_1    conda-forge
     pyzmq                     25.1.2          py310h795f18f_0    conda-forge
     qpd                       0.4.4              pyhd8ed1ab_1    conda-forge
     querystring_parser        1.2.4                      py_0    conda-forge
     rapidjson                 1.1.0             he1b5a44_1002    conda-forge
     rapids-dask-dependency    24.02.00                      0    rapidsai
     rdma-core                 50.0                 hd3aeb46_1    conda-forge
     re2                       2023.09.01           h7f4b329_1    conda-forge
     readline                  8.2                  h8228510_1    conda-forge
     redis                     5.0.3                    pypi_0    pypi
     referencing               0.33.0             pyhd8ed1ab_0    conda-forge
     regex                     2023.12.25      py310h2372a71_0    conda-forge
     requests                  2.31.0             pyhd8ed1ab_0    conda-forge
     requests-cache            1.1.1              pyhd8ed1ab_0    conda-forge
     requests-futures          1.0.1                    pypi_0    pypi
     requests-toolbelt         1.0.0                    pypi_0    pypi
     rhash                     1.4.4                hd590300_0    conda-forge
     rich                      13.7.1             pyhd8ed1ab_0    conda-forge
     rmm                       24.02.00        cuda12_py310_240212_g09b406c1_0    rapidsai
     rpds-py                   0.18.0          py310hcb5633a_0    conda-forge
     rsa                       4.9                      pypi_0    pypi
     s2n                       1.4.1                h06160fa_0    conda-forge
     s3transfer                0.10.0                   pypi_0    pypi
     safetensors               0.4.2           py310hcb5633a_0    conda-forge
     scikit-build              0.17.6             pyh4af843d_0    conda-forge
     scikit-learn              1.3.2           py310h1fdf081_2    conda-forge
     scipy                     1.12.0          py310hb13e2d6_2    conda-forge
     sentence-transformers     2.5.1              pyhd8ed1ab_0    conda-forge
     sentencepiece             0.1.99               hff52083_5    conda-forge
     sentencepiece-python      0.1.99          py310ha7b5816_5    conda-forge
     sentencepiece-spm         0.1.99               h866249d_5    conda-forge
     setuptools                69.1.1             pyhd8ed1ab_0    conda-forge
     sgmllib3k                 1.0.0              pyh9f0ad1d_0    conda-forge
     six                       1.16.0             pyh6c4a22f_0    conda-forge
     smmap                     5.0.0              pyhd8ed1ab_0    conda-forge
     snappy                    1.1.10               h9fff704_0    conda-forge
     sniffio                   1.3.1              pyhd8ed1ab_0    conda-forge
     snowballstemmer           2.2.0              pyhd8ed1ab_0    conda-forge
     sortedcontainers          2.4.0              pyhd8ed1ab_0    conda-forge
     soupsieve                 2.5                pyhd8ed1ab_1    conda-forge
     spdlog                    1.12.0               hd2e6256_2    conda-forge
     sphinx                    4.5.0              pyh6c4a22f_0    conda-forge
     sphinx_rtd_theme          1.3.0              pyha770c72_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-jquery      4.1                pyhd8ed1ab_0    conda-forge
     sphinxcontrib-jsmath      1.0.1              pyhd8ed1ab_0    conda-forge
     sphinxcontrib-qthelp      1.0.3                      py_0    conda-forge
     sphinxcontrib-serializinghtml 1.1.5              pyhd8ed1ab_2    conda-forge
     sqlalchemy                2.0.28          py310h2372a71_0    conda-forge
     sqlglot                   22.3.1             pyhd8ed1ab_2    conda-forge
     sqlparse                  0.4.4              pyhd8ed1ab_0    conda-forge
     stack_data                0.6.2              pyhd8ed1ab_0    conda-forge
     stringcase                1.2.0                      py_0    conda-forge
     svt-av1                   1.8.0                h59595ed_0    conda-forge
     sympy                     1.12            pypyh9d50eac_103    conda-forge
     sysroot_linux-64          2.17                h4a8ded7_14    conda-forge
     tabulate                  0.9.0              pyhd8ed1ab_1    conda-forge
     tbb                       2021.10.0            h00ab1b0_0    conda-forge
     tblib                     3.0.0              pyhd8ed1ab_0    conda-forge
     tenacity                  8.2.3                    pypi_0    pypi
     tensorflow-metadata       1.13.1             pyhd8ed1ab_0    conda-forge
     threadpoolctl             3.3.0              pyhc1e730c_0    conda-forge
     tiktoken                  0.5.2           py310h47bb294_0    conda-forge
     tinycss2                  1.2.1              pyhd8ed1ab_0    conda-forge
     tk                        8.6.13          noxft_h4845f30_101    conda-forge
     tokenizers                0.15.2          py310h320607d_0    conda-forge
     toml                      0.10.2             pyhd8ed1ab_0    conda-forge
     tomli                     2.0.1              pyhd8ed1ab_0    conda-forge
     tomlkit                   0.12.4             pyha770c72_0    conda-forge
     toolz                     0.12.1             pyhd8ed1ab_0    conda-forge
     torchtriton               2.2.0                     py310    pytorch
     torchvision               0.17.1              py310_cu121    pytorch
     tornado                   6.4             py310h2372a71_0    conda-forge
     tqdm                      4.66.2             pyhd8ed1ab_0    conda-forge
     traitlets                 5.14.2             pyhd8ed1ab_0    conda-forge
     transformers              4.38.2             pyhd8ed1ab_0    conda-forge
     triad                     0.9.5              pyhd8ed1ab_0    conda-forge
     tritonclient              2.34.0             pyhff2d567_0    conda-forge
     typing-extensions         4.10.0               hd8ed1ab_0    conda-forge
     typing-inspect            0.9.0                    pypi_0    pypi
     typing_extensions         4.10.0             pyha770c72_0    conda-forge
     typing_utils              0.1.0              pyhd8ed1ab_0    conda-forge
     tzdata                    2024a                h0c530f3_0    conda-forge
     ucx                       1.15.0               hd9bc4af_4    conda-forge
     ujson                     5.9.0           py310hc6cd4ac_0    conda-forge
     ukkonen                   1.0.1           py310hd41b1e2_4    conda-forge
     unicodedata2              15.1.0          py310h2372a71_0    conda-forge
     url-normalize             1.4.3              pyhd8ed1ab_0    conda-forge
     urllib3                   2.0.7                    pypi_0    pypi
     versioneer                0.29               pyhd8ed1ab_0    conda-forge
     virtualenv                20.25.1            pyhd8ed1ab_0    conda-forge
     watchdog                  3.0.0           py310hff52083_1    conda-forge
     wcwidth                   0.2.13             pyhd8ed1ab_0    conda-forge
     webencodings              0.5.1              pyhd8ed1ab_2    conda-forge
     websocket-client          1.7.0              pyhd8ed1ab_0    conda-forge
     websockets                12.0            py310h2372a71_0    conda-forge
     werkzeug                  3.0.1              pyhd8ed1ab_0    conda-forge
     wheel                     0.42.0             pyhd8ed1ab_0    conda-forge
     wrapt                     1.16.0                   pypi_0    pypi
     x264                      1!164.3095           h166bdaf_2    conda-forge
     x265                      3.5                  h924138e_3    conda-forge
     xorg-fixesproto           5.0               h7f98852_1002    conda-forge
     xorg-kbproto              1.0.7             h7f98852_1002    conda-forge
     xorg-libice               1.1.1                hd590300_0    conda-forge
     xorg-libsm                1.2.4                h7391055_0    conda-forge
     xorg-libx11               1.8.7                h8ee46fc_0    conda-forge
     xorg-libxau               1.0.11               hd590300_0    conda-forge
     xorg-libxdmcp             1.1.3                h7f98852_0    conda-forge
     xorg-libxext              1.3.4                h0b41bf4_2    conda-forge
     xorg-libxfixes            5.0.3             h7f98852_1004    conda-forge
     xorg-libxrender           0.9.11               hd590300_0    conda-forge
     xorg-renderproto          0.11.1            h7f98852_1002    conda-forge
     xorg-xextproto            7.3.0             h0b41bf4_1003    conda-forge
     xorg-xproto               7.0.31            h7f98852_1007    conda-forge
     xxhash                    0.8.2                hd590300_0    conda-forge
     xyzservices               2023.10.1          pyhd8ed1ab_0    conda-forge
     xz                        5.2.6                h166bdaf_0    conda-forge
     yaml                      0.2.5                h7f98852_2    conda-forge
     yapf                      0.40.1             pyhd8ed1ab_0    conda-forge
     yarl                      1.9.4           py310h2372a71_0    conda-forge
     zeromq                    4.3.5                h59595ed_1    conda-forge
     zict                      3.0.0              pyhd8ed1ab_0    conda-forge
     zipp                      3.17.0             pyhd8ed1ab_0    conda-forge
     zlib                      1.2.13               hd590300_5    conda-forge
     zstandard                 0.19.0                   pypi_0    pypi
     zstd                      1.5.5                hfc55251_0    conda-forge

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