[Python] Conda: How can I update just the packages I specify in my command?

Discussão em 'Python' iniciado por Stack, Abril 11, 2025.

  1. Stack

    Stack Membro Participativo

    I'm trying to update a single package in my latest Anaconda installation (release date 2020-07-31, Ubuntu 20.04.1), but lots of other package updates were suggested, including a few I don't necessarily want.

    How can I narrow down to updating only the packages I care about?

    Spec


    Python version: 3.8.3

    Conda version: 4.8.4

    Problem Output


    when I tried conda update numpy, conda either wants to update a lot of other packages, or complains that a specific version is pinned by anaconda package.

    It doesn't need to be numpy, could be another package, like scipy. Below is what I got. Why are there so MANY packages? Can I not just get numpy and MOVE ON?

    conda update numpy

    # output below, why can't I just update numpy ONLY??
    ....

    The following NEW packages will be INSTALLED:

    _anaconda_depends pkgs/main/linux-64::_anaconda_depends-2020.07-py38_0
    argon2-cffi pkgs/main/linux-64::argon2-cffi-20.1.0-py38h7b6447c_1
    gettext pkgs/main/linux-64::gettext-0.19.8.1-hd7bead4_3
    iniconfig pkgs/main/noarch::iniconfig-1.0.1-py_0
    libiconv pkgs/main/linux-64::libiconv-1.15-h63c8f33_5

    The following packages will be UPDATED:

    asn1crypto pkgs/main/linux-64::asn1crypto-1.3.0-~ --> pkgs/main/noarch::asn1crypto-1.4.0-py_0
    bitarray 1.4.0-py38h7b6447c_0 --> 1.5.2-py38h7b6447c_0
    blosc 1.19.0-hd408876_0 --> 1.20.0-hd408876_0
    fribidi 1.0.9-h7b6447c_0 --> 1.0.10-h7b6447c_0
    fsspec 0.7.4-py_0 --> 0.8.0-py_0
    gstreamer 1.14.0-hb31296c_0 --> 1.14.0-hb453b48_1
    ipykernel 5.3.2-py38h5ca1d4c_0 --> 5.3.4-py38h5ca1d4c_0
    ld_impl_linux-64 pkgs/main::ld_impl_linux-64-2.33.1-h5~ --> conda-forge::ld_impl_linux-64-2.34-hc38a660_9
    lz4-c 1.9.2-he6710b0_0 --> 1.9.2-he6710b0_1
    notebook 6.0.3-py38_0 --> 6.1.1-py38_0
    numpy 1.18.5-py38ha1c710e_0 --> 1.19.1-py38hbc911f0_0
    numpy-base 1.18.5-py38hde5b4d6_0 --> 1.19.1-py38hfa32c7d_0
    pandas 1.0.5-py38h0573a6f_0 --> 1.1.0-py38he6710b0_0
    pandoc 2.10-0 --> 2.10.1-0
    path.py 12.4.0-0 --> 12.5.0-0
    pip 20.1.1-py38_1 --> 20.2.2-py38_0
    pytest 5.4.3-py38_0 --> 6.0.1-py38_0
    python pkgs/main::python-3.8.3-hcff3b4d_2 --> conda-forge::python-3.8.5-h1103e12_5_cpython
    regex 2020.6.8-py38h7b6447c_0 --> 2020.7.14-py38h7b6447c_0
    scipy 1.5.0-py38h0b6359f_0 --> 1.5.2-py38h0b6359f_0
    setuptools 49.2.0-py38_0 --> 49.6.0-py38_0
    sphinx 3.1.2-py_0 --> 3.2.1-py_0
    sphinxcontrib-web~ 1.2.3-py_0 --> 1.2.4-py_0
    sqlite 3.32.3-h62c20be_0 --> 3.33.0-h62c20be_0
    tbb 2020.0-hfd86e86_0 --> 2020.1-hfd86e86_0
    tblib 1.6.0-py_0 --> 1.7.0-py_0
    urllib3 1.25.9-py_0 --> 1.25.10-py_0

    The following packages will be SUPERSEDED by a higher-priority channel:

    glib pkgs/main::glib-2.65.0-h3eb4bd4_0 --> conda-forge::glib-2.65.0-h6f030ca_0

    The following packages will be DOWNGRADED:

    anaconda 2020.07-py38_0 --> custom-py38_1
    cffi 1.14.0-py38he30daa8_1 --> 1.14.0-py38h2e261b9_0
    libffi 3.3-he6710b0_2 --> 3.2.1-hd88cf55_4
    zstd 1.4.5-h0b5b093_0 --> 1.4.5-h9ceee32_0


    Proceed ([y]/n)? n



    I did not like the fact that python was being updated to a conda-forge package (not that I have anything against conda-forge packages), since I did not ask for it.

    Here is my $HOME/.condarc file:

    channels:
    - defaults
    - pytorch
    - conda-forge


    Appreciate your help here.

    Continue reading...

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