• conda 导出环境文件的方法(文件方法)


    conda 导出环境文件的方法(文件方法)
    1、导出环境
    conda env export > environment.yml
    2、在新机器上重现环境
    conda env create -f environment.yml
    此时只有conda环境里的包,还需要把pip管理器中的包也加入,才能像以前一样正常使用
    3、导出 requirements.txt
    pip freeze > requirements.txt
    4、安装requirements.txt (可忽略安装错误)
    没有错误,则正常安装
    pip install -r requirements.txt -i https://pypi.tuna.tsinghua.edu.cn/simple 
    遇到错误中断,使用如下命令
    while read requirement; do pip install $requirement -i https://pypi.tuna.tsinghua.edu.cn/simple ; done < R6requirements.txt
    值得注意的一点
    如果你想迁移的环境就是base环境,那么会遇到命名错误的问题,最省事的办法就是换个名字再迁移

    conda create -n BBB #将环境克隆,取名为BBB

    链接:https://www.jianshu.com/p/4ee474b648af

    (R4) zhulab@DESKTOP-574GPKI:~$ conda env export > R4environment.yml
    (R4) zhulab@DESKTOP-574GPKI:~$ pip freeze > R4requirements.txt
    (R4) zhulab@DESKTOP-574GPKI:~$

    (R4) zhulab@DESKTOP-574GPKI:~$ cat R4environment.yml
    name: R4
    channels:

    • austintwang
    • https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
    • bioconda
    • https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/bioconda
    • conda-forge
    • https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
    • https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/bioconda/
    • https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge/
    • https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/
    • https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
      dependencies:
    • _libgcc_mutex=0.1=conda_forge
    • _openmp_mutex=4.5=1_gnu
    • _r-mutex=1.0.1=anacondar_1
    • aioeasywebdav=2.4.0=py37h89c1867_1001
    • aiohttp=3.8.1=py37h540881e_1
    • aiosignal=1.2.0=pyhd8ed1ab_0
    • alabaster=0.7.12=py_0
    • alsa-lib=1.2.3.2=h166bdaf_0
    • amply=0.1.5=pyhd8ed1ab_0
    • anyio=3.6.1=py37h89c1867_0
    • appdirs=1.4.4=pyh9f0ad1d_0
    • argon2-cffi=21.3.0=pyhd8ed1ab_0
    • argon2-cffi-bindings=21.2.0=py37h540881e_2
    • arpack=3.7.0=hdefa2d7_2
    • async-timeout=4.0.2=pyhd8ed1ab_0
    • asynctest=0.13.0=py_0
    • attmap=0.13.2=pyhd8ed1ab_0
    • attrs=21.4.0=pyhd8ed1ab_0
    • babel=2.10.3=pyhd8ed1ab_0
    • backcall=0.2.0=pyh9f0ad1d_0
    • backports=1.0=py_2
    • backports.functools_lru_cache=1.6.4=pyhd8ed1ab_0
    • bash=5.1.16=hd863ed2_0
    • bash_kernel=0.7.2=py37h89c1867_4
    • bcrypt=3.2.2=py37h540881e_0
    • beautifulsoup4=4.10.0=pyha770c72_0
    • binutils_impl_linux-64=2.36.1=h193b22a_2
    • binutils_linux-64=2.36=hf3e587d_8
    • bioconductor-annotate=1.72.0=r41hdfd78af_0
    • bioconductor-annotationdbi=1.56.1=r41hdfd78af_0
    • bioconductor-batchelor=1.10.0=r41h619a076_1
    • bioconductor-beachmat=2.10.0=r41h619a076_1
    • bioconductor-biobase=2.54.0=r41h5c21468_1
    • bioconductor-biocgenerics=0.40.0=r41hdfd78af_0
    • bioconductor-biocio=1.4.0=r41hdfd78af_0
    • bioconductor-biocneighbors=1.12.0=r41h619a076_1
    • bioconductor-biocparallel=1.28.3=r41h619a076_0
    • bioconductor-biocsingular=1.10.0=r41h619a076_1
    • bioconductor-biostrings=2.62.0=r41h5c21468_1
    • bioconductor-bsgenome=1.62.0=r41hdfd78af_0
    • bioconductor-chromvar=1.16.0=r41h619a076_1
    • bioconductor-cner=1.30.0=r41h5c21468_1
    • bioconductor-complexheatmap=2.10.0=r41hdfd78af_0
    • bioconductor-delayedarray=0.20.0=r41h5c21468_1
    • bioconductor-delayedmatrixstats=1.16.0=r41hdfd78af_0
    • bioconductor-dirichletmultinomial=1.36.0=r41h93ef201_2
    • bioconductor-genomeinfodb=1.30.0=r41hdfd78af_0
    • bioconductor-genomeinfodbdata=1.2.7=r41hdfd78af_1
    • bioconductor-genomicalignments=1.30.0=r41h5c21468_1
    • bioconductor-genomicranges=1.46.1=r41h5c21468_0
    • bioconductor-go.db=3.14.0=r41hdfd78af_0
    • bioconductor-hdf5array=1.22.1=r41h5c21468_0
    • bioconductor-impute=1.68.0=r41h77f299f_1
    • bioconductor-iranges=2.28.0=r41h5c21468_1
    • bioconductor-keggrest=1.34.0=r41hdfd78af_0
    • bioconductor-limma=3.50.1=r41h5c21468_0
    • bioconductor-loomexperiment=1.12.0=r41hdfd78af_0
    • bioconductor-matrixgenerics=1.6.0=r41hdfd78af_0
    • bioconductor-motifmatchr=1.16.0=r41h619a076_1
    • bioconductor-preprocesscore=1.56.0=r41h5c21468_2
    • bioconductor-residualmatrix=1.4.0=r41hdfd78af_0
    • bioconductor-rhdf5=2.38.0=r41h8b353c4_2
    • bioconductor-rhdf5filters=1.6.0=r41h619a076_1
    • bioconductor-rhdf5lib=1.16.0=r41h5c21468_1
    • bioconductor-rhtslib=1.26.0=r41h5c21468_1
    • bioconductor-rsamtools=2.10.0=r41h619a076_1
    • bioconductor-rtracklayer=1.54.0=r41hdc01c10_2
    • bioconductor-s4vectors=0.32.3=r41h5c21468_0
    • bioconductor-scaledmatrix=1.2.0=r41hdfd78af_0
    • bioconductor-scuttle=1.4.0=r41h619a076_1
    • bioconductor-seqlogo=1.60.0=r41hdfd78af_0
    • bioconductor-singlecellexperiment=1.16.0=r41hdfd78af_0
    • bioconductor-sparsematrixstats=1.6.0=r41h619a076_1
    • bioconductor-summarizedexperiment=1.24.0=r41hdfd78af_0
    • bioconductor-tfbstools=1.32.0=r41h5c21468_1
    • bioconductor-xvector=0.34.0=r41h5c21468_1
    • bioconductor-zlibbioc=1.40.0=r41h5c21468_1
    • blas=1.1=openblas
    • bleach=4.1.0=pyhd8ed1ab_0
    • blosc=1.21.0=h9c3ff4c_0
    • boost-cpp=1.74.0=h6cacc03_7
    • boto3=1.22.9=pyhd8ed1ab_0
    • botocore=1.25.9=pyhd8ed1ab_0
    • bowtie=1.0.0=1
    • bowtie2=2.2.5=py37h22450f8_8
    • brotli=1.0.9=h166bdaf_7
    • brotli-bin=1.0.9=h166bdaf_7
    • brotlipy=0.7.0=py37h540881e_1004
    • bwidget=1.9.14=ha770c72_1
    • bzip2=1.0.8=h7f98852_4
    • c-ares=1.18.1=h7f98852_0
    • ca-certificates=2022.9.24=ha878542_0
    • cached-property=1.5.2=hd8ed1ab_1
    • cached_property=1.5.2=pyha770c72_1
    • cachetools=5.0.0=pyhd8ed1ab_0
    • cairo=1.16.0=ha12eb4b_1010
    • certifi=2022.9.24=pyhd8ed1ab_0
    • cffi=1.15.0=py37hd667e15_1
    • cfitsio=4.0.0=h9a35b8e_0
    • charset-normalizer=2.0.12=pyhd8ed1ab_0
    • coincbc=2.10.5=hcee13e7_1
    • colorama=0.4.5=pyhd8ed1ab_0
    • configargparse=1.5.3=pyhd8ed1ab_0
    • connection_pool=0.0.3=pyhd3deb0d_0
    • cryptography=36.0.2=py37h38fbfac_1
    • curl=7.83.0=h7bff187_0
    • cycler=0.11.0=pyhd8ed1ab_0
    • datrie=0.8.2=py37h5e8e339_3
    • dbus=1.13.6=h5008d03_3
    • decorator=5.1.1=pyhd8ed1ab_0
    • defusedxml=0.7.1=pyhd8ed1ab_0
    • docutils=0.18.1=py37h89c1867_1
    • dropbox=11.30.0=pyhd8ed1ab_0
    • dunamai=1.12.0=pyhd8ed1ab_0
    • entrypoints=0.4=pyhd8ed1ab_0
    • expat=2.4.7=h27087fc_0
    • fastq-screen=0.15.2=pl5321hdfd78af_0
    • fastqc=0.11.9=hdfd78af_1
    • filechunkio=1.8=py_2
    • filelock=3.6.0=pyhd8ed1ab_0
    • flit-core=3.7.1=pyhd8ed1ab_0
    • font-ttf-dejavu-sans-mono=2.37=hab24e00_0
    • font-ttf-inconsolata=3.000=h77eed37_0
    • font-ttf-source-code-pro=2.038=h77eed37_0
    • font-ttf-ubuntu=0.83=hab24e00_0
    • fontconfig=2.13.96=h8e229c2_2
    • fonts-conda-ecosystem=1=0
    • fonts-conda-forge=1=0
    • fonttools=4.34.0=py37h540881e_0
    • freetype=2.10.4=h0708190_1
    • freexl=1.0.6=h7f98852_0
    • fribidi=1.0.10=h36c2ea0_0
    • frozenlist=1.3.0=py37h540881e_1
    • ftputil=5.0.3=pyhd8ed1ab_0
    • gcc_impl_linux-64=9.4.0=h03d3576_14
    • gcc_linux-64=9.4.0=h391b98a_8
    • gdbm=1.18=h0a1914f_2
    • geos=3.10.2=h9c3ff4c_0
    • geotiff=1.7.0=h6593c0a_6
    • get_version=3.5.4=pyhd8ed1ab_0
    • gettext=0.19.8.1=h73d1719_1008
    • gfortran_impl_linux-64=9.4.0=h0003116_14
    • gfortran_linux-64=9.4.0=hf0ab688_8
    • giflib=5.2.1=h36c2ea0_2
    • git=2.34.1=pl5262hc120c5b_0
    • gitdb=4.0.9=pyhd8ed1ab_0
    • gitpython=3.1.27=pyhd8ed1ab_0
    • glpk=4.65=h9202a9a_1004
    • gmp=6.2.1=h58526e2_0
    • google-api-core=2.7.1=pyhd8ed1ab_0
    • google-api-python-client=2.47.0=pyhd8ed1ab_0
    • google-auth=2.6.6=pyh6c4a22f_0
    • google-auth-httplib2=0.1.0=pyhd8ed1ab_0
    • google-cloud-core=2.2.2=pyh6c4a22f_0
    • google-cloud-storage=2.1.0=pyh6c4a22f_0
    • google-crc32c=1.1.2=py37h5d4fa31_3
    • google-resumable-media=2.1.0=pyh6c4a22f_0
    • googleapis-common-protos=1.56.0=py37h89c1867_0
    • graphite2=1.3.13=h58526e2_1001
    • grpcio=1.45.0=py37he500948_0
    • gsl=2.7=he838d99_0
    • gst-plugins-base=1.20.2=hcf0ee16_0
    • gstreamer=1.20.2=hd4edc92_0
    • gxx_impl_linux-64=9.4.0=h03d3576_14
    • gxx_linux-64=9.4.0=h0316aca_8
    • harfbuzz=4.1.0=h40b6f09_0
    • hdf4=4.2.15=h10796ff_3
    • hdf5=1.12.1=nompi_h2386368_104
    • htslib=1.14=h9753748_2
    • httplib2=0.20.4=pyhd8ed1ab_0
    • icu=69.1=h9c3ff4c_0
    • idna=3.3=pyhd8ed1ab_0
    • imagesize=1.4.1=pyhd8ed1ab_0
    • importlib_metadata=4.11.3=hd8ed1ab_1
    • importlib_resources=5.4.0=pyhd8ed1ab_0
    • iniconfig=1.1.1=pyh9f0ad1d_0
    • ipykernel=5.5.5=py37h085eea5_0
    • ipython=7.33.0=py37h89c1867_0
    • ipython_genutils=0.2.0=py_1
    • ipywidgets=7.7.0=pyhd8ed1ab_0
    • jbig=2.1=h7f98852_2003
    • jedi=0.18.1=py37h89c1867_1
    • jinja2=3.0.3=pyhd8ed1ab_0
    • jmespath=1.0.0=pyhd8ed1ab_0
    • joblib=1.1.0=pyhd8ed1ab_0
    • jpeg=9e=h7f98852_0
    • json-c=0.15=h98cffda_0
    • json5=0.9.5=pyh9f0ad1d_0
    • jsonschema=4.4.0=pyhd8ed1ab_0
    • jupyter=1.0.0=py37h89c1867_7
    • jupyter_client=7.1.2=pyhd8ed1ab_0
    • jupyter_console=6.4.3=pyhd8ed1ab_0
    • jupyter_core=4.9.2=py37h89c1867_0
    • jupyter_server=1.17.1=pyhd8ed1ab_0
    • jupyterlab=3.5.0=pyhd8ed1ab_0
    • jupyterlab_pygments=0.1.2=pyh9f0ad1d_0
    • jupyterlab_server=2.14.0=pyhd8ed1ab_0
    • jupyterlab_widgets=1.1.0=pyhd8ed1ab_0
    • kealib=1.4.14=h87e4c3c_3
    • kernel-headers_linux-64=2.6.32=he073ed8_15
    • keyutils=1.6.1=h166bdaf_0
    • kiwisolver=1.4.2=py37h295c915_0
    • krb5=1.19.3=h3790be6_0
    • lcms2=2.12=hddcbb42_0
    • ld_impl_linux-64=2.36.1=hea4e1c9_2
    • legacy-api-wrap=1.2=py_0
    • lerc=3.0=h9c3ff4c_0
    • libbigwig=0.4.6=h41a57b0_2
    • libblas=3.9.0=15_linux64_openblas
    • libbrotlicommon=1.0.9=h166bdaf_7
    • libbrotlidec=1.0.9=h166bdaf_7
    • libbrotlienc=1.0.9=h166bdaf_7
    • libcblas=3.9.0=15_linux64_openblas
    • libclang=13.0.1=default_hc23dcda_0
    • libcrc32c=1.1.2=h9c3ff4c_0
    • libcurl=7.83.0=h7bff187_0
    • libdap4=3.20.6=hd7c4107_2
    • libdeflate=1.10=h7f98852_0
    • libedit=3.1.20191231=he28a2e2_2
    • libev=4.33=h516909a_1
    • libevent=2.1.10=h9b69904_4
    • libffi=3.4.2=h7f98852_5
    • libgcc-devel_linux-64=9.4.0=hd854feb_14
    • libgcc-ng=12.1.0=h8d9b700_16
    • libgd=2.3.3=h283352f_2
    • libgdal=3.4.1=haddd6ec_5
    • libgfortran=3.0.0=1
    • libgfortran-ng=11.2.0=h69a702a_14
    • libgfortran5=11.2.0=h5c6108e_14
    • libgit2=1.4.3=h6529ace_0
    • libglib=2.70.2=h174f98d_4
    • libgomp=12.1.0=h8d9b700_16
    • libiconv=1.16=h516909a_0
    • libkml=1.3.0=h238a007_1014
    • liblapack=3.9.0=15_linux64_openblas
    • libllvm11=11.1.0=hf817b99_3
    • libllvm13=13.0.1=hf817b99_2
    • libnetcdf=4.8.1=nompi_hb3fd0d9_101
    • libnghttp2=1.47.0=h727a467_0
    • libnsl=2.0.0=h7f98852_0
    • libogg=1.3.4=h7f98852_1
    • libopenblas=0.3.20=h043d6bf_1
    • libopus=1.3.1=h7f98852_1
    • libpng=1.6.37=h21135ba_2
    • libpq=14.2=hd57d9b9_0
    • libprotobuf=3.20.0=h6239696_0
    • librttopo=1.1.0=hf69c175_9
    • libsanitizer=9.4.0=h79bfe98_14
    • libsodium=1.0.18=h36c2ea0_1
    • libspatialite=5.0.1=h0e567f8_14
    • libssh2=1.10.0=ha56f1ee_2
    • libstdcxx-devel_linux-64=9.4.0=hd854feb_14
    • libstdcxx-ng=12.1.0=ha89aaad_16
    • libtiff=4.3.0=h542a066_3
    • libuuid=2.32.1=h7f98852_1000
    • libvorbis=1.3.7=h9c3ff4c_0
    • libwebp=1.2.2=h3452ae3_0
    • libwebp-base=1.2.2=h7f98852_1
    • libxcb=1.13=h7f98852_1004
    • libxkbcommon=1.0.3=he3ba5ed_0
    • libxml2=2.9.12=h885dcf4_1
    • libzip=1.8.0=h4de3113_1
    • libzlib=1.2.11=h36c2ea0_1013
    • logmuse=0.2.6=pyh8c360ce_0
    • louvain=0.7.1=py37hcd2ae1e_1
    • lz4-c=1.9.3=h9c3ff4c_1
    • lzo=2.10=h516909a_1000
    • macs2=2.2.6=py37h516909a_0
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    • mpfr=4.1.0=h9202a9a_1
    • multidict=6.0.2=py37h540881e_1
    • munkres=1.0.7=py_1
    • mysql-common=8.0.29=haf5c9bc_0
    • mysql-libs=8.0.29=h28c427c_0
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    • nbconvert-pandoc=6.5.0=pyhd8ed1ab_0
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    • notebook-shim=0.1.0=pyhd8ed1ab_0
    • nspr=4.32=h9c3ff4c_1
    • nss=3.76=h2350873_0
    • numexpr=2.8.0=py37h85a3170_102
    • numpy=1.21.6=py37h976b520_0
    • oauth2client=4.1.3=py_0
    • olefile=0.46=pyh9f0ad1d_1
    • openblas=0.3.3=ha44fe06_1
    • openjdk=8.0.312=h7f98852_0
    • openjpeg=2.4.0=hb52868f_1
    • openssl=1.1.1s=h166bdaf_0
    • packaging=21.3=pyhd8ed1ab_0
    • pandas=1.3.4=py37he8f5f7f_1
    • pandoc=2.17.1.1=ha770c72_0
    • pandocfilters=1.5.0=pyhd8ed1ab_0
    • pango=1.50.6=hbd2fdc8_0
    • paramiko=2.10.4=pyhd8ed1ab_0
    • parso=0.8.3=pyhd8ed1ab_0
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    • pcre=8.45=h9c3ff4c_0
    • pcre2=10.37=h032f7d1_0
    • peppy=0.31.2=pyhd8ed1ab_2
    • perl=5.32.1=2_h7f98852_perl5
    • perl-gd=2.76=pl5321h5b5514e_1
    • perl-gdgraph=1.54=pl5321hdfd78af_1
    • perl-gdtextutil=0.86=pl5321hec16e2b_7
    • pexpect=4.8.0=pyh9f0ad1d_2
    • pickleshare=0.7.5=py_1003
    • pillow=8.4.0=py37h0f21c89_0
    • pip=22.0.4=pyhd8ed1ab_0
    • pixman=0.40.0=h36c2ea0_0
    • plac=1.3.5=pyhd8ed1ab_0
    • pluggy=1.0.0=py37h89c1867_3
    • ply=3.11=py_1
    • poppler=22.01.0=h1434ded_1
    • poppler-data=0.4.11=hd8ed1ab_0
    • postgresql=14.2=h2510834_0
    • prettytable=3.3.0=pyhd8ed1ab_0
    • proj=8.2.1=h277dcde_0
    • prometheus_client=0.13.1=pyhd8ed1ab_0
    • prompt-toolkit=3.0.27=pyha770c72_0
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    • readline=8.1=h46c0cb4_0
    • requests=2.27.1=pyhd8ed1ab_0
    • retry=0.9.2=py_0
    • rsa=4.8=pyhd8ed1ab_0
    • s3transfer=0.5.2=pyhd8ed1ab_0
    • scikit-learn=1.0.2=py37hf9e9bfc_0
    • seaborn=0.11.2=hd8ed1ab_0
    • seaborn-base=0.11.2=pyhd8ed1ab_0
    • sed=4.8=he412f7d_0
    • send2trash=1.8.0=pyhd8ed1ab_0
    • setuptools=59.8.0=py37h89c1867_1
    • setuptools-scm=7.0.4=pyhd8ed1ab_0
    • setuptools_scm=7.0.4=hd8ed1ab_0
    • sinfo=0.3.1=py_0
    • six=1.16.0=pyh6c4a22f_0
    • slacker=0.14.0=py_0
    • smart_open=6.0.0=pyhd8ed1ab_0
    • smmap=3.0.5=pyh44b312d_0
    • snakemake=7.6.1=hdfd78af_0
    • snakemake-minimal=7.6.1=pyhdfd78af_0
    • sniffio=1.2.0=py37h89c1867_3
    • snowballstemmer=2.2.0=pyhd8ed1ab_0
    • soupsieve=2.3.1=pyhd8ed1ab_0
    • sphinx=5.0.2=pyh6c4a22f_0
    • sphinxcontrib-applehelp=1.0.2=py_0
    • sphinxcontrib-devhelp=1.0.2=py_0
    • sphinxcontrib-htmlhelp=2.0.0=pyhd8ed1ab_0
    • sphinxcontrib-jsmath=1.0.1=py_0
    • sphinxcontrib-qthelp=1.0.3=py_0
    • sphinxcontrib-serializinghtml=1.1.5=pyhd8ed1ab_2
    • sqlite=3.38.0=hc218d9a_0
    • stdlib-list=0.7.0=py_2
    • stone=3.3.1=pyhd8ed1ab_0
    • stopit=1.1.2=py_0
    • suitesparse=5.10.1=h9e50725_1
    • sysroot_linux-64=2.12=he073ed8_15
    • tabix=1.11=hdfd78af_0
    • tabulate=0.8.9=pyhd8ed1ab_0
    • terminado=0.13.3=py37h89c1867_1
    • testpath=0.6.0=pyhd8ed1ab_0
    • texttable=1.6.4=pyhd8ed1ab_0
    • threadpoolctl=3.1.0=pyh8a188c0_0
    • tiledb=2.7.2=h1e4a385_0
    • tinycss2=1.1.1=pyhd8ed1ab_0
    • tk=8.6.12=h27826a3_0
    • tktable=2.10=hb7b940f_3
    • tomli=2.0.1=pyhd8ed1ab_0
    • toposort=1.7=pyhd8ed1ab_0
    • tornado=6.1=py37h540881e_3
    • traitlets=5.1.1=pyhd8ed1ab_0
    • typing-extensions=4.2.0=hd8ed1ab_1
    • typing_extensions=4.2.0=pyha770c72_1
    • tzcode=2022a=h166bdaf_0
    • tzdata=2022a=h191b570_0
    • ubiquerg=0.6.1=pyh9f0ad1d_0
    • udunits2=2.2.28=hc3e0081_0
    • unicodedata2=14.0.0=py37h540881e_1
    • uritemplate=4.1.1=pyhd8ed1ab_0
    • urllib3=1.26.9=pyhd8ed1ab_0
    • veracitools=0.1.3=py_0
    • wcwidth=0.2.5=pyh9f0ad1d_2
    • webencodings=0.5.1=py_1
    • websocket-client=1.3.2=pyhd8ed1ab_0
    • wheel=0.37.1=pyhd8ed1ab_0
    • widgetsnbextension=3.6.0=py37h89c1867_0
    • wiggletools=1.2.11=hac93ebf_2
    • wrapt=1.14.1=py37h540881e_0
    • xerces-c=3.2.3=h8ce2273_4
    • xorg-kbproto=1.0.7=h7f98852_1002
    • xorg-libice=1.0.10=h7f98852_0
    • xorg-libsm=1.2.3=hd9c2040_1000
    • xorg-libx11=1.7.2=h7f98852_0
    • xorg-libxau=1.0.9=h7f98852_0
    • xorg-libxdmcp=1.1.3=h7f98852_0
    • xorg-libxext=1.3.4=h7f98852_1
    • xorg-libxrender=0.9.10=h7f98852_1003
    • xorg-libxt=1.2.1=h7f98852_2
    • xorg-renderproto=0.11.1=h7f98852_1002
    • xorg-xextproto=7.3.0=h7f98852_1002
    • xorg-xproto=7.0.31=h7f98852_1007
    • xz=5.2.5=h516909a_1
    • yaml=0.2.5=h7f98852_2
    • yarl=1.7.2=py37h540881e_2
    • yte=1.2.3=py37h89c1867_0
    • zeromq=4.3.4=h9c3ff4c_1
    • zipp=3.7.0=pyhd8ed1ab_1
    • zlib=1.2.11=h36c2ea0_1013
    • zstd=1.5.2=ha95c52a_0
    • pip:
      • anndata==0.7.8
      • click==8.1.3
      • diopy==0.5.5
      • h5py==3.6.0
      • igraph==0.9.11
      • importlib-metadata==4.8.2
      • leidenalg==0.8.10
      • liftover==1.1.13
      • llvmlite==0.36.0
      • loompy==3.0.6
      • matplotlib==3.5.0
      • mudata==0.1.1
      • muon==0.1.2
      • natsort==8.0.0
      • networkx==2.6.3
      • notebook==6.4.12
      • numba==0.53.1
      • numpy-groupies==0.9.17
      • plotly==5.8.0
      • scanpy==1.9.1
      • scipy==1.7.3
      • session-info==1.0.0
      • sklearn==0.0
      • statsmodels==0.13.1
      • tables==3.6.1
      • tbb==2021.6.0
      • tenacity==8.0.1
      • tqdm==4.62.3
      • umap-learn==0.5.2
      • watermark==2.3.1
      • xgboost==1.6.1
      • xlrd==1.2.0
        prefix: /home/zhulab/miniconda3/envs/R4
        (R4) zhulab@DESKTOP-574GPKI:~$

    (R4) zhulab@DESKTOP-574GPKI:~$ cat R4requirements.txt
    aioeasywebdav2.4.0
    aiohttp @ file:///home/conda/feedstock_root/build_artifacts/aiohttp_1649013150570/work
    aiosignal @ file:///home/conda/feedstock_root/build_artifacts/aiosignal_1636093929600/work
    alabaster
    0.7.12
    amply @ file:///home/conda/feedstock_root/build_artifacts/amply_1650975715775/work
    anndata0.7.8
    anyio @ file:///home/conda/feedstock_root/build_artifacts/anyio_1652463872367/work/dist
    appdirs @ file:///home/conda/feedstock_root/build_artifacts/appdirs_1603108395799/work
    argon2-cffi @ file:///home/conda/feedstock_root/build_artifacts/argon2-cffi_1640817743617/work
    argon2-cffi-bindings @ file:///home/conda/feedstock_root/build_artifacts/argon2-cffi-bindings_1649500320262/work
    async-timeout @ file:///home/conda/feedstock_root/build_artifacts/async-timeout_1640026696943/work
    asynctest
    0.13.0
    attmap @ file:///home/conda/feedstock_root/build_artifacts/attmap_1636190286002/work
    attrs @ file:///home/conda/feedstock_root/build_artifacts/attrs_1640799537051/work
    Babel @ file:///home/conda/feedstock_root/build_artifacts/babel_1655419414885/work
    backcall @ file:///home/conda/feedstock_root/build_artifacts/backcall_1592338393461/work
    backports.functools-lru-cache @ file:///home/conda/feedstock_root/build_artifacts/backports.functools_lru_cache_1618230623929/work
    bash_kernel @ file:///home/conda/feedstock_root/build_artifacts/bash_kernel_1637068786247/work
    bcrypt @ file:///home/conda/feedstock_root/build_artifacts/bcrypt_1651441523927/work
    beautifulsoup4 @ file:///home/conda/feedstock_root/build_artifacts/beautifulsoup4_1631087867185/work
    bleach @ file:///home/conda/feedstock_root/build_artifacts/bleach_1629908509068/work
    boto3 @ file:///home/conda/feedstock_root/build_artifacts/boto3_1651914230476/work
    botocore @ file:///home/conda/feedstock_root/build_artifacts/botocore_1651876558220/work
    brotlipy @ file:///home/conda/feedstock_root/build_artifacts/brotlipy_1648854164153/work
    cached-property @ file:///home/conda/feedstock_root/build_artifacts/cached_property_1615209429212/work
    cachetools @ file:///home/conda/feedstock_root/build_artifacts/cachetools_1640686991047/work
    certifi2022.9.24
    cffi @ file:///opt/conda/conda-bld/cffi_1642701102775/work
    charset-normalizer @ file:///home/conda/feedstock_root/build_artifacts/charset-normalizer_1644853463426/work
    click
    8.1.3
    colorama @ file:///home/conda/feedstock_root/build_artifacts/colorama_1655412516417/work
    ConfigArgParse @ file:///home/conda/feedstock_root/build_artifacts/configargparse_1633358864834/work
    connection-pool @ file:///home/conda/feedstock_root/build_artifacts/connection_pool_1608581887050/work
    cryptography @ file:///home/conda/feedstock_root/build_artifacts/cryptography_1649035231366/work
    cycler @ file:///home/conda/feedstock_root/build_artifacts/cycler_1635519461629/work
    datrie @ file:///home/conda/feedstock_root/build_artifacts/datrie_1636388972741/work
    decorator @ file:///home/conda/feedstock_root/build_artifacts/decorator_1641555617451/work
    defusedxml @ file:///home/conda/feedstock_root/build_artifacts/defusedxml_1615232257335/work
    diopy0.5.5
    docutils @ file:///home/conda/feedstock_root/build_artifacts/docutils_1648737573548/work
    dropbox @ file:///home/conda/feedstock_root/build_artifacts/dropbox_1651337304391/work
    dunamai @ file:///home/conda/feedstock_root/build_artifacts/dunamai_1651927329982/work
    entrypoints @ file:///home/conda/feedstock_root/build_artifacts/entrypoints_1643888246732/work
    filechunkio
    1.8
    filelock @ file:///home/conda/feedstock_root/build_artifacts/filelock_1645136850180/work
    flit_core @ file:///home/conda/feedstock_root/build_artifacts/flit-core_1645629044586/work/source/flit_core
    fonttools @ file:///home/conda/feedstock_root/build_artifacts/fonttools_1657120663890/work
    frozenlist @ file:///home/conda/feedstock_root/build_artifacts/frozenlist_1648771692657/work
    ftputil @ file:///home/conda/feedstock_root/build_artifacts/ftputil_1643226108482/work
    get_version @ file:///home/conda/feedstock_root/build_artifacts/get_version_1644239612226/work/get_version-3.5.4
    gitdb @ file:///home/conda/feedstock_root/build_artifacts/gitdb_1635085722655/work
    GitPython @ file:///home/conda/feedstock_root/build_artifacts/gitpython_1645531658201/work
    google-api-core @ file:///home/conda/feedstock_root/build_artifacts/google-api-core-split_1651860742494/work
    google-api-python-client @ file:///home/conda/feedstock_root/build_artifacts/google-api-python-client_1651661108169/work
    google-auth @ file:///home/conda/feedstock_root/build_artifacts/google-auth_1650592442422/work
    google-auth-httplib2 @ file:///home/conda/feedstock_root/build_artifacts/google-auth-httplib2_1617387471894/work
    google-cloud-core @ file:///home/conda/feedstock_root/build_artifacts/google-cloud-core_1642607638110/work
    google-cloud-storage @ file:///home/conda/feedstock_root/build_artifacts/google-cloud-storage_1644876711050/work
    google-crc32c @ file:///home/conda/feedstock_root/build_artifacts/google-crc32c_1651517221523/work
    google-resumable-media @ file:///home/conda/feedstock_root/build_artifacts/google-resumable-media_1635195007097/work
    googleapis-common-protos @ file:///home/conda/feedstock_root/build_artifacts/googleapis-common-protos-feedstock_1647557369156/work
    grpcio @ file:///home/conda/feedstock_root/build_artifacts/grpcio_1648220659955/work
    h5py3.6.0
    httplib2 @ file:///home/conda/feedstock_root/build_artifacts/httplib2_1644593570376/work
    idna @ file:///home/conda/feedstock_root/build_artifacts/idna_1642433548627/work
    igraph
    0.9.11
    imagesize @ file:///home/conda/feedstock_root/build_artifacts/imagesize_1656939531508/work
    importlib-metadata4.8.2
    importlib-resources @ file:///home/conda/feedstock_root/build_artifacts/importlib_resources_1635615662634/work
    iniconfig @ file:///home/conda/feedstock_root/build_artifacts/iniconfig_1603384189793/work
    ipykernel @ file:///home/conda/feedstock_root/build_artifacts/ipykernel_1620912939357/work/dist/ipykernel-5.5.5-py3-none-any.whl
    ipython @ file:///home/conda/feedstock_root/build_artifacts/ipython_1651240553635/work
    ipython-genutils
    0.2.0
    ipywidgets @ file:///home/conda/feedstock_root/build_artifacts/ipywidgets_1647456365981/work
    jedi @ file:///home/conda/feedstock_root/build_artifacts/jedi_1649067102072/work
    Jinja2 @ file:///home/conda/feedstock_root/build_artifacts/jinja2_1636510082894/work
    jmespath @ file:///home/conda/feedstock_root/build_artifacts/jmespath_1647416812516/work
    joblib @ file:///home/conda/feedstock_root/build_artifacts/joblib_1633637554808/work
    json5 @ file:///home/conda/feedstock_root/build_artifacts/json5_1600692310011/work
    jsonschema @ file:///home/conda/feedstock_root/build_artifacts/jsonschema-meta_1642000296051/work
    jupyter @ file:///home/conda/feedstock_root/build_artifacts/jupyter_1637233125178/work
    jupyter-client @ file:///home/conda/feedstock_root/build_artifacts/jupyter_client_1642858610849/work
    jupyter-console @ file:///home/conda/feedstock_root/build_artifacts/jupyter_console_1646669715337/work
    jupyter-core @ file:///home/conda/feedstock_root/build_artifacts/jupyter_core_1645024288521/work
    jupyter-server @ file:///home/conda/feedstock_root/build_artifacts/jupyter_server_1654636144140/work
    jupyterlab @ file:///home/conda/feedstock_root/build_artifacts/jupyterlab_1666613090338/work
    jupyterlab-pygments @ file:///home/conda/feedstock_root/build_artifacts/jupyterlab_pygments_1601375948261/work
    jupyterlab-server @ file:///home/conda/feedstock_root/build_artifacts/jupyterlab_server_1652878309867/work
    jupyterlab-widgets @ file:///home/conda/feedstock_root/build_artifacts/jupyterlab_widgets_1647446862951/work
    kiwisolver @ file:///opt/conda/conda-bld/kiwisolver_1653292039266/work
    legacy-api-wrap0.0.0
    leidenalg
    0.8.10
    liftover1.1.13
    llvmlite
    0.36.0
    logmuse @ file:///home/conda/feedstock_root/build_artifacts/logmuse_1594742469765/work
    loompy3.0.6
    louvain
    0.7.1
    MACS22.2.6
    MarkupSafe @ file:///home/conda/feedstock_root/build_artifacts/markupsafe_1648737551960/work
    matplotlib
    3.5.0
    matplotlib-inline @ file:///home/conda/feedstock_root/build_artifacts/matplotlib-inline_1631080358261/work
    mistune @ file:///home/conda/feedstock_root/build_artifacts/mistune_1635844677043/work
    mudata0.1.1
    multidict @ file:///home/conda/feedstock_root/build_artifacts/multidict_1648882415996/work
    muon
    0.1.2
    natsort8.0.0
    nbclassic @ file:///home/conda/feedstock_root/build_artifacts/nbclassic_1647450696711/work
    nbclient @ file:///home/conda/feedstock_root/build_artifacts/nbclient_1646999386773/work
    nbconvert @ file:///home/conda/feedstock_root/build_artifacts/nbconvert-meta_1649676641343/work
    nbformat @ file:///home/conda/feedstock_root/build_artifacts/nbformat_1646951096007/work
    nest-asyncio @ file:///home/conda/feedstock_root/build_artifacts/nest-asyncio_1638419302549/work
    networkx
    2.6.3
    notebook6.4.12
    notebook-shim @ file:///home/conda/feedstock_root/build_artifacts/notebook-shim_1646330736330/work
    numba
    0.53.1
    numexpr @ file:///home/conda/feedstock_root/build_artifacts/numexpr_1649636747170/work
    numpy1.21.6
    numpy-groupies
    0.9.17
    oauth2client4.1.3
    olefile @ file:///home/conda/feedstock_root/build_artifacts/olefile_1602866521163/work
    packaging @ file:///home/conda/feedstock_root/build_artifacts/packaging_1637239678211/work
    pandas
    1.3.4
    pandocfilters @ file:///home/conda/feedstock_root/build_artifacts/pandocfilters_1631603243851/work
    paramiko @ file:///home/conda/feedstock_root/build_artifacts/paramiko_1651022640674/work
    parso @ file:///home/conda/feedstock_root/build_artifacts/parso_1638334955874/work
    patsy @ file:///home/conda/feedstock_root/build_artifacts/patsy_1632667180946/work
    peppy @ file:///home/conda/feedstock_root/build_artifacts/peppy_1637674993563/work
    pexpect @ file:///home/conda/feedstock_root/build_artifacts/pexpect_1602535608087/work
    pickleshare @ file:///home/conda/feedstock_root/build_artifacts/pickleshare_1602536217715/work
    Pillow @ file:///home/conda/feedstock_root/build_artifacts/pillow_1636558793805/work
    plac @ file:///home/conda/feedstock_root/build_artifacts/plac_1648653562884/work
    plotly5.8.0
    pluggy @ file:///home/conda/feedstock_root/build_artifacts/pluggy_1648772594554/work
    ply
    3.11
    prettytable @ file:///home/conda/feedstock_root/build_artifacts/prettytable_1651787307815/work
    prometheus-client @ file:///home/conda/feedstock_root/build_artifacts/prometheus_client_1643395600215/work
    prompt-toolkit @ file:///home/conda/feedstock_root/build_artifacts/prompt-toolkit_1644497866770/work
    protobuf3.20.0rc2
    psutil @ file:///home/conda/feedstock_root/build_artifacts/psutil_1648872981136/work
    ptyprocess @ file:///home/conda/feedstock_root/build_artifacts/ptyprocess_1609419310487/work/dist/ptyprocess-0.7.0-py2.py3-none-any.whl
    PuLP @ file:///home/conda/feedstock_root/build_artifacts/pulp_1649461394062/work
    py @ file:///home/conda/feedstock_root/build_artifacts/py_1636301881863/work
    pyasn1
    0.4.8
    pyasn1-modules0.2.7
    pycparser @ file:///home/conda/feedstock_root/build_artifacts/pycparser_1636257122734/work
    Pygments @ file:///home/conda/feedstock_root/build_artifacts/pygments_1641580240686/work
    PyNaCl @ file:///home/conda/feedstock_root/build_artifacts/pynacl_1649519971599/work
    pynndescent @ file:///home/conda/feedstock_root/build_artifacts/pynndescent_1652648933546/work
    pyOpenSSL @ file:///home/conda/feedstock_root/build_artifacts/pyopenssl_1643496850550/work
    pyparsing @ file:///home/conda/feedstock_root/build_artifacts/pyparsing_1642753572664/work
    PyQt5
    5.12.3
    PyQt5_sip4.19.18
    PyQtChart
    5.12
    PyQtWebEngine5.12.1
    pyrsistent @ file:///home/conda/feedstock_root/build_artifacts/pyrsistent_1649013358450/work
    pysftp
    0.2.9
    PySocks @ file:///home/conda/feedstock_root/build_artifacts/pysocks_1648857264451/work
    pytest7.1.2
    python-dateutil @ file:///home/conda/feedstock_root/build_artifacts/python-dateutil_1626286286081/work
    python-irodsclient @ file:///home/conda/feedstock_root/build_artifacts/python-irodsclient_1649418034820/work
    pytz @ file:///home/conda/feedstock_root/build_artifacts/pytz_1647961439546/work
    pyu2f @ file:///home/conda/feedstock_root/build_artifacts/pyu2f_1604248910016/work
    PyYAML @ file:///home/conda/feedstock_root/build_artifacts/pyyaml_1648757092905/work
    pyzmq @ file:///home/conda/feedstock_root/build_artifacts/pyzmq_1649055650631/work
    qtconsole @ file:///home/conda/feedstock_root/build_artifacts/qtconsole-base_1648505151387/work
    QtPy @ file:///home/conda/feedstock_root/build_artifacts/qtpy_1651524593465/work
    ratelimiter @ file:///home/conda/feedstock_root/build_artifacts/ratelimiter_1602593436172/work
    requests @ file:///home/conda/feedstock_root/build_artifacts/requests_1641580202195/work
    retry
    0.9.2
    rsa @ file:///home/conda/feedstock_root/build_artifacts/rsa_1637781155505/work
    s3transfer @ file:///home/conda/feedstock_root/build_artifacts/s3transfer_1645745825648/work
    scanpy1.9.1
    scikit-learn @ file:///home/conda/feedstock_root/build_artifacts/scikit-learn_1640464152916/work
    scipy
    1.7.3
    seaborn @ file:///home/conda/feedstock_root/build_artifacts/seaborn-split_1629095986539/work
    Send2Trash @ file:///home/conda/feedstock_root/build_artifacts/send2trash_1628511208346/work
    session-info1.0.0
    setuptools-scm @ file:///home/conda/feedstock_root/build_artifacts/setuptools_scm_1656687828413/work
    sinfo @ file:///home/conda/feedstock_root/build_artifacts/sinfo_1597764960136/work
    six @ file:///home/conda/feedstock_root/build_artifacts/six_1620240208055/work
    sklearn
    0.0
    slacker0.14.0
    smart-open @ file:///home/conda/feedstock_root/build_artifacts/smart_open_1650793462701/work
    smmap @ file:///home/conda/feedstock_root/build_artifacts/smmap_1611376390914/work
    snakemake @ file:///opt/conda/conda-bld/snakemake_1651659512367/work
    sniffio @ file:///home/conda/feedstock_root/build_artifacts/sniffio_1648819180181/work
    snowballstemmer @ file:///home/conda/feedstock_root/build_artifacts/snowballstemmer_1637143057757/work
    soupsieve @ file:///home/conda/feedstock_root/build_artifacts/soupsieve_1638550740809/work
    Sphinx @ file:///home/conda/feedstock_root/build_artifacts/sphinx_1655452194084/work
    sphinxcontrib-applehelp
    1.0.2
    sphinxcontrib-devhelp1.0.2
    sphinxcontrib-htmlhelp @ file:///home/conda/feedstock_root/build_artifacts/sphinxcontrib-htmlhelp_1621704829796/work
    sphinxcontrib-jsmath
    1.0.1
    sphinxcontrib-qthelp1.0.3
    sphinxcontrib-serializinghtml @ file:///home/conda/feedstock_root/build_artifacts/sphinxcontrib-serializinghtml_1649380998999/work
    statsmodels
    0.13.1
    stdlib-list @ file:///home/conda/feedstock_root/build_artifacts/stdlib-list_1602639452997/work
    stone @ file:///home/conda/feedstock_root/build_artifacts/stone_1643284666238/work
    stopit1.1.2
    tables
    3.6.1
    tabulate @ file:///home/conda/feedstock_root/build_artifacts/tabulate_1614001031686/work
    tbb2021.6.0
    tenacity
    8.0.1
    terminado @ file:///home/conda/feedstock_root/build_artifacts/terminado_1649103772573/work
    testpath @ file:///home/conda/feedstock_root/build_artifacts/testpath_1645693042223/work
    texttable @ file:///home/conda/feedstock_root/build_artifacts/texttable_1626204417032/work
    threadpoolctl @ file:///home/conda/feedstock_root/build_artifacts/threadpoolctl_1643647933166/work
    tinycss2 @ file:///home/conda/feedstock_root/build_artifacts/tinycss2_1637612658783/work
    tomli @ file:///home/conda/feedstock_root/build_artifacts/tomli_1644342247877/work
    toposort @ file:///home/conda/feedstock_root/build_artifacts/toposort_1632855988193/work
    tornado @ file:///home/conda/feedstock_root/build_artifacts/tornado_1648827244717/work
    tqdm4.62.3
    traitlets @ file:///home/conda/feedstock_root/build_artifacts/traitlets_1635260543454/work
    typing_extensions @ file:///home/conda/feedstock_root/build_artifacts/typing_extensions_1650370875435/work
    ubiquerg @ file:///home/conda/feedstock_root/build_artifacts/ubiquerg_1594677918196/work
    umap-learn
    0.5.2
    unicodedata2 @ file:///home/conda/feedstock_root/build_artifacts/unicodedata2_1649111917568/work
    uritemplate @ file:///home/conda/feedstock_root/build_artifacts/uritemplate_1634152692041/work
    urllib3 @ file:///home/conda/feedstock_root/build_artifacts/urllib3_1647489083693/work
    veracitools0.1.3
    watermark
    2.3.1
    wcwidth @ file:///home/conda/feedstock_root/build_artifacts/wcwidth_1600965781394/work
    webencodings0.5.1
    websocket-client @ file:///home/conda/feedstock_root/build_artifacts/websocket-client_1648562593984/work
    widgetsnbextension @ file:///home/conda/feedstock_root/build_artifacts/widgetsnbextension_1647446886548/work
    wrapt @ file:///home/conda/feedstock_root/build_artifacts/wrapt_1651495229974/work
    xgboost
    1.6.1
    xlrd==1.2.0
    yarl @ file:///home/conda/feedstock_root/build_artifacts/yarl_1648966511831/work
    yte @ file:///home/conda/feedstock_root/build_artifacts/yte_1651890963093/work
    zipp @ file:///home/conda/feedstock_root/build_artifacts/zipp_1643828507773/work
    (R4) zhulab@DESKTOP-574GPKI:~$

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  • 原文地址:https://blog.csdn.net/qq_39306047/article/details/127801259