1.部署规划
整个集群提供1个master进程和3个work进程
使用三台Linux虚拟机来组成集群环境，具体分配如下：
node1：Spark的master进程和1个worker进程
node2:Spark的一个worker进程
node3：Spark的一个worker进程
2.三台虚拟机分别安装Anaconda
bash
使用远程拷贝命令拷贝软件到node2和node3
scp Anaconda3-2021.05-Linux-x86_64.sh node2:`pwd`/
scp Anaconda3-2021.05-Linux-x86_64.sh node3:`pwd`/
node2和node3分别安装完毕后，测试效果如下：
bash
(base) [root@node3 ~]# conda activate pyspark
(pyspark) [root@node3 ~]# python
Python 3.8.20 (default, Oct 3 2024, 15:24:27)
[GCC 11.2.0] :: Anaconda, Inc. on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> exit
Use exit() or Ctrl-D (i.e. EOF) to exit
>>> exit()
(pyspark) [root@node3 ~]#
您在 /var/spool/mail/root 中有新邮件
(pyspark) [root@node3 ~]# 配置环境变量【node2和node3】
vim /etc/profile
bash
export JAVA_HOME=/export/server/jdk1.8.0_241
export PATH=$PATH:$JAVA_HOME/bin
export CLASSPATH=.:$JAVA_HOME/lib/dt.jar:$JAVA_HOME/lib/tools.jar
export HADOOP_HOME=/export/server/hadoop-3.3.0
export SPARK_HOME=/export/server/spark
export PYSPARK_PYTHON=/export/server/anaconda3/envs/pyspark/bin/python3.8
export HADOOP_CONF_DIR=$HADOOP_HOME/etc/hadoop
export PATH=$PATH:$HADOOP_HOME/bin:$HADOOP_HOME/sbin
接下来配置node2 节点 bashrc
bash
vim .bashrc
export JAVA_HOME=/export/server/jdk1.8.0_241
export PYSPARK_PYTHON=/export/server/anaconda3/envs/pyspark/bin/python3.8node3节点的bashrc配置同上
bash
vim .bashrc
export JAVA_HOME=/export/server/jdk1.8.0_241
export PYSPARK_PYTHON=/export/server/anaconda3/envs/pyspark/bin/python3.8为了便于操作spark安装也是用hadoop用户，回到node1节点下
更改workers
bash
[hadoop@node1 conf]$ mv workers.template workers
[hadoop@node1 conf]$ vim workers
添加三个节点
node1
node2
node3
[hadoop@node1 conf]$
bash
连接成功
Last login: Thu Dec 11 14:54:48 2025 from 192.168.88.1
[root@node2 ~]# cd /export/software/
[root@node2 software]# ll
总用量 557476
-rw-r--r-- 1 root root 570853747 12月 11 14:44 Anaconda3-2021.05-Linux-x86_64.sh
[root@node2 software]# sh ./Anaconda3-2021.05-Linux-x86_64.sh
Welcome to Anaconda3 2021.05
In order to continue the installation process, please review the license
agreement.
Please, press ENTER to continue
>>>
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Do you accept the license terms? [yes|no]
[no] >>> yes
Anaconda3 will now be installed into this location:
/root/anaconda3
- Press ENTER to confirm the location
- Press CTRL-C to abort the installation
- Or specify a different location below
[/root/anaconda3] >>> /export/server/anaconda3
PREFIX=/export/server/anaconda3
Unpacking payload ...
Collecting package metadata (current_repodata.json): done
Solving environment: done
## Package Plan ##
environment location: /export/server/anaconda3
added / updated specs:
- _ipyw_jlab_nb_ext_conf==0.1.0=py38_0
- _libgcc_mutex==0.1=main
- alabaster==0.7.12=pyhd3eb1b0_0
- anaconda-client==1.7.2=py38_0
- anaconda-navigator==2.0.3=py38_0
- anaconda-project==0.9.1=pyhd3eb1b0_1
- anaconda==2021.05=py38_0
- anyio==2.2.0=py38h06a4308_1
- appdirs==1.4.4=py_0
- argh==0.26.2=py38_0
- argon2-cffi==20.1.0=py38h27cfd23_1
- asn1crypto==1.4.0=py_0
- astroid==2.5=py38h06a4308_1
- astropy==4.2.1=py38h27cfd23_1
- async_generator==1.10=pyhd3eb1b0_0
- atomicwrites==1.4.0=py_0
- attrs==20.3.0=pyhd3eb1b0_0
- autopep8==1.5.6=pyhd3eb1b0_0
- babel==2.9.0=pyhd3eb1b0_0
- backcall==0.2.0=pyhd3eb1b0_0
- backports.functools_lru_cache==1.6.4=pyhd3eb1b0_0
- backports.shutil_get_terminal_size==1.0.0=pyhd3eb1b0_3
- backports.tempfile==1.0=pyhd3eb1b0_1
- backports.weakref==1.0.post1=py_1
- backports==1.0=pyhd3eb1b0_2
- beautifulsoup4==4.9.3=pyha847dfd_0
- bitarray==2.1.0=py38h27cfd23_1
- bkcharts==0.2=py38_0
- black==19.10b0=py_0
- blas==1.0=mkl
- bleach==3.3.0=pyhd3eb1b0_0
- blosc==1.21.0=h8c45485_0
- bokeh==2.3.2=py38h06a4308_0
- boto==2.49.0=py38_0
- bottleneck==1.3.2=py38heb32a55_1
- brotlipy==0.7.0=py38h27cfd23_1003
- bzip2==1.0.8=h7b6447c_0
- c-ares==1.17.1=h27cfd23_0
- ca-certificates==2021.4.13=h06a4308_1
- cairo==1.16.0=hf32fb01_1
- certifi==2020.12.5=py38h06a4308_0
- cffi==1.14.5=py38h261ae71_0
- chardet==4.0.0=py38h06a4308_1003
- click==7.1.2=pyhd3eb1b0_0
- cloudpickle==1.6.0=py_0
- clyent==1.2.2=py38_1
- colorama==0.4.4=pyhd3eb1b0_0
- conda-build==3.21.4=py38h06a4308_0
- conda-content-trust==0.1.1=pyhd3eb1b0_0
- conda-env==2.6.0=1
- conda-package-handling==1.7.3=py38h27cfd23_1
- conda-repo-cli==1.0.4=pyhd3eb1b0_0
- conda-token==0.3.0=pyhd3eb1b0_0
- conda-verify==3.4.2=py_1
- conda==4.10.1=py38h06a4308_1
- contextlib2==0.6.0.post1=py_0
- cryptography==3.4.7=py38hd23ed53_0
- curl==7.71.1=hbc83047_1
- cycler==0.10.0=py38_0
- cython==0.29.23=py38h2531618_0
- cytoolz==0.11.0=py38h7b6447c_0
- dask-core==2021.4.0=pyhd3eb1b0_0
- dask==2021.4.0=pyhd3eb1b0_0
- dbus==1.13.18=hb2f20db_0
- decorator==5.0.6=pyhd3eb1b0_0
- defusedxml==0.7.1=pyhd3eb1b0_0
- diff-match-patch==20200713=py_0
- distributed==2021.4.1=py38h06a4308_0
- docutils==0.17.1=py38h06a4308_1
- entrypoints==0.3=py38_0
- et_xmlfile==1.0.1=py_1001
- expat==2.3.0=h2531618_2
- fastcache==1.1.0=py38h7b6447c_0
- filelock==3.0.12=pyhd3eb1b0_1
- flake8==3.9.0=pyhd3eb1b0_0
- flask==1.1.2=pyhd3eb1b0_0
- fontconfig==2.13.1=h6c09931_0
- freetype==2.10.4=h5ab3b9f_0
- fribidi==1.0.10=h7b6447c_0
- fsspec==0.9.0=pyhd3eb1b0_0
- future==0.18.2=py38_1
- get_terminal_size==1.0.0=haa9412d_0
- gevent==21.1.2=py38h27cfd23_1
- glib==2.68.1=h36276a3_0
- glob2==0.7=pyhd3eb1b0_0
- gmp==6.2.1=h2531618_2
- gmpy2==2.0.8=py38hd5f6e3b_3
- graphite2==1.3.14=h23475e2_0
- greenlet==1.0.0=py38h2531618_2
- gst-plugins-base==1.14.0=h8213a91_2
- gstreamer==1.14.0=h28cd5cc_2
- h5py==2.10.0=py38h7918eee_0
- harfbuzz==2.8.0=h6f93f22_0
- hdf5==1.10.4=hb1b8bf9_0
- heapdict==1.0.1=py_0
- html5lib==1.1=py_0
- icu==58.2=he6710b0_3
- idna==2.10=pyhd3eb1b0_0
- imageio==2.9.0=pyhd3eb1b0_0
- imagesize==1.2.0=pyhd3eb1b0_0
- importlib-metadata==3.10.0=py38h06a4308_0
- importlib_metadata==3.10.0=hd3eb1b0_0
- iniconfig==1.1.1=pyhd3eb1b0_0
- intel-openmp==2021.2.0=h06a4308_610
- intervaltree==3.1.0=py_0
- ipykernel==5.3.4=py38h5ca1d4c_0
- ipython==7.22.0=py38hb070fc8_0
- ipython_genutils==0.2.0=pyhd3eb1b0_1
- ipywidgets==7.6.3=pyhd3eb1b0_1
- isort==5.8.0=pyhd3eb1b0_0
- itsdangerous==1.1.0=pyhd3eb1b0_0
- jbig==2.1=hdba287a_0
- jdcal==1.4.1=py_0
- jedi==0.17.2=py38h06a4308_1
- jeepney==0.6.0=pyhd3eb1b0_0
- jinja2==2.11.3=pyhd3eb1b0_0
- joblib==1.0.1=pyhd3eb1b0_0
- jpeg==9b=h024ee3a_2
- json5==0.9.5=py_0
- jsonschema==3.2.0=py_2
- jupyter-packaging==0.7.12=pyhd3eb1b0_0
- jupyter==1.0.0=py38_7
- jupyter_client==6.1.12=pyhd3eb1b0_0
- jupyter_console==6.4.0=pyhd3eb1b0_0
- jupyter_core==4.7.1=py38h06a4308_0
- jupyter_server==1.4.1=py38h06a4308_0
- jupyterlab==3.0.14=pyhd3eb1b0_1
- jupyterlab_pygments==0.1.2=py_0
- jupyterlab_server==2.4.0=pyhd3eb1b0_0
- jupyterlab_widgets==1.0.0=pyhd3eb1b0_1
- keyring==22.3.0=py38h06a4308_0
- kiwisolver==1.3.1=py38h2531618_0
- krb5==1.18.2=h173b8e3_0
- lazy-object-proxy==1.6.0=py38h27cfd23_0
- lcms2==2.12=h3be6417_0
- ld_impl_linux-64==2.33.1=h53a641e_7
- libarchive==3.4.2=h62408e4_0
- libcurl==7.71.1=h20c2e04_1
- libedit==3.1.20210216=h27cfd23_1
- libev==4.33=h7b6447c_0
- libffi==3.3=he6710b0_2
- libgcc-ng==9.1.0=hdf63c60_0
- libgfortran-ng==7.3.0=hdf63c60_0
- liblief==0.10.1=he6710b0_0
- libllvm10==10.0.1=hbcb73fb_5
- libpng==1.6.37=hbc83047_0
- libsodium==1.0.18=h7b6447c_0
- libspatialindex==1.9.3=h2531618_0
- libssh2==1.9.0=h1ba5d50_1
- libstdcxx-ng==9.1.0=hdf63c60_0
- libtiff==4.2.0=h85742a9_0
- libtool==2.4.6=h7b6447c_1005
- libuuid==1.0.3=h1bed415_2
- libuv==1.40.0=h7b6447c_0
- libwebp-base==1.2.0=h27cfd23_0
- libxcb==1.14=h7b6447c_0
- libxml2==2.9.10=hb55368b_3
- libxslt==1.1.34=hc22bd24_0
- llvmlite==0.36.0=py38h612dafd_4
- locket==0.2.1=py38h06a4308_1
- lxml==4.6.3=py38h9120a33_0
- lz4-c==1.9.3=h2531618_0
- lzo==2.10=h7b6447c_2
- markupsafe==1.1.1=py38h7b6447c_0
- matplotlib-base==3.3.4=py38h62a2d02_0
- matplotlib==3.3.4=py38h06a4308_0
- mccabe==0.6.1=py38_1
- mistune==0.8.4=py38h7b6447c_1000
- mkl-service==2.3.0=py38h27cfd23_1
- mkl==2021.2.0=h06a4308_296
- mkl_fft==1.3.0=py38h42c9631_2
- mkl_random==1.2.1=py38ha9443f7_2
- mock==4.0.3=pyhd3eb1b0_0
- more-itertools==8.7.0=pyhd3eb1b0_0
- mpc==1.1.0=h10f8cd9_1
- mpfr==4.0.2=hb69a4c5_1
- mpmath==1.2.1=py38h06a4308_0
- msgpack-python==1.0.2=py38hff7bd54_1
- multipledispatch==0.6.0=py38_0
- mypy_extensions==0.4.3=py38_0
- navigator-updater==0.2.1=py38_0
- nbclassic==0.2.6=pyhd3eb1b0_0
- nbclient==0.5.3=pyhd3eb1b0_0
- nbconvert==6.0.7=py38_0
- nbformat==5.1.3=pyhd3eb1b0_0
- ncurses==6.2=he6710b0_1
- nest-asyncio==1.5.1=pyhd3eb1b0_0
- networkx==2.5=py_0
- nltk==3.6.1=pyhd3eb1b0_0
- nose==1.3.7=pyhd3eb1b0_1006
- notebook==6.3.0=py38h06a4308_0
- numba==0.53.1=py38ha9443f7_0
- numexpr==2.7.3=py38h22e1b3c_1
- numpy-base==1.20.1=py38h7d8b39e_0
- numpy==1.20.1=py38h93e21f0_0
- numpydoc==1.1.0=pyhd3eb1b0_1
- olefile==0.46=py_0
- openpyxl==3.0.7=pyhd3eb1b0_0
- openssl==1.1.1k=h27cfd23_0
- packaging==20.9=pyhd3eb1b0_0
- pandas==1.2.4=py38h2531618_0
- pandoc==2.12=h06a4308_0
- pandocfilters==1.4.3=py38h06a4308_1
- pango==1.45.3=hd140c19_0
- parso==0.7.0=py_0
- partd==1.2.0=pyhd3eb1b0_0
- patchelf==0.12=h2531618_1
- path.py==12.5.0=0
- path==15.1.2=py38h06a4308_0
- pathlib2==2.3.5=py38h06a4308_2
- pathspec==0.7.0=py_0
- patsy==0.5.1=py38_0
- pcre==8.44=he6710b0_0
- pep8==1.7.1=py38_0
- pexpect==4.8.0=pyhd3eb1b0_3
- pickleshare==0.7.5=pyhd3eb1b0_1003
- pillow==8.2.0=py38he98fc37_0
- pip==21.0.1=py38h06a4308_0
- pixman==0.40.0=h7b6447c_0
- pkginfo==1.7.0=py38h06a4308_0
- pluggy==0.13.1=py38h06a4308_0
- ply==3.11=py38_0
- prometheus_client==0.10.1=pyhd3eb1b0_0
- prompt-toolkit==3.0.17=pyh06a4308_0
- prompt_toolkit==3.0.17=hd3eb1b0_0
- psutil==5.8.0=py38h27cfd23_1
- ptyprocess==0.7.0=pyhd3eb1b0_2
- py-lief==0.10.1=py38h403a769_0
- py==1.10.0=pyhd3eb1b0_0
- pycodestyle==2.6.0=pyhd3eb1b0_0
- pycosat==0.6.3=py38h7b6447c_1
- pycparser==2.20=py_2
- pycurl==7.43.0.6=py38h1ba5d50_0
- pydocstyle==6.0.0=pyhd3eb1b0_0
- pyerfa==1.7.3=py38h27cfd23_0
- pyflakes==2.2.0=pyhd3eb1b0_0
- pygments==2.8.1=pyhd3eb1b0_0
- pylint==2.7.4=py38h06a4308_1
- pyls-black==0.4.6=hd3eb1b0_0
- pyls-spyder==0.3.2=pyhd3eb1b0_0
- pyodbc==4.0.30=py38he6710b0_0
- pyopenssl==20.0.1=pyhd3eb1b0_1
- pyparsing==2.4.7=pyhd3eb1b0_0
- pyqt==5.9.2=py38h05f1152_4
- pyrsistent==0.17.3=py38h7b6447c_0
- pysocks==1.7.1=py38h06a4308_0
- pytables==3.6.1=py38h9fd0a39_0
- pytest==6.2.3=py38h06a4308_2
- python-dateutil==2.8.1=pyhd3eb1b0_0
- python-jsonrpc-server==0.4.0=py_0
- python-language-server==0.36.2=pyhd3eb1b0_0
- python-libarchive-c==2.9=pyhd3eb1b0_1
- python==3.8.8=hdb3f193_5
- pytz==2021.1=pyhd3eb1b0_0
- pywavelets==1.1.1=py38h7b6447c_2
- pyxdg==0.27=pyhd3eb1b0_0
- pyyaml==5.4.1=py38h27cfd23_1
- pyzmq==20.0.0=py38h2531618_1
- qdarkstyle==2.8.1=py_0
- qt==5.9.7=h5867ecd_1
- qtawesome==1.0.2=pyhd3eb1b0_0
- qtconsole==5.0.3=pyhd3eb1b0_0
- qtpy==1.9.0=py_0
- readline==8.1=h27cfd23_0
- regex==2021.4.4=py38h27cfd23_0
- requests==2.25.1=pyhd3eb1b0_0
- ripgrep==12.1.1=0
- rope==0.18.0=py_0
- rtree==0.9.7=py38h06a4308_1
- ruamel_yaml==0.15.100=py38h27cfd23_0
- scikit-image==0.18.1=py38ha9443f7_0
- scikit-learn==0.24.1=py38ha9443f7_0
- scipy==1.6.2=py38had2a1c9_1
- seaborn==0.11.1=pyhd3eb1b0_0
- secretstorage==3.3.1=py38h06a4308_0
- send2trash==1.5.0=pyhd3eb1b0_1
- setuptools==52.0.0=py38h06a4308_0
- simplegeneric==0.8.1=py38_2
- singledispatch==3.6.1=pyhd3eb1b0_1001
- sip==4.19.13=py38he6710b0_0
- six==1.15.0=py38h06a4308_0
- sniffio==1.2.0=py38h06a4308_1
- snowballstemmer==2.1.0=pyhd3eb1b0_0
- sortedcollections==2.1.0=pyhd3eb1b0_0
- sortedcontainers==2.3.0=pyhd3eb1b0_0
- soupsieve==2.2.1=pyhd3eb1b0_0
- sphinx==4.0.1=pyhd3eb1b0_0
- sphinxcontrib-applehelp==1.0.2=pyhd3eb1b0_0
- sphinxcontrib-devhelp==1.0.2=pyhd3eb1b0_0
- sphinxcontrib-htmlhelp==1.0.3=pyhd3eb1b0_0
- sphinxcontrib-jsmath==1.0.1=pyhd3eb1b0_0
- sphinxcontrib-qthelp==1.0.3=pyhd3eb1b0_0
- sphinxcontrib-serializinghtml==1.1.4=pyhd3eb1b0_0
- sphinxcontrib-websupport==1.2.4=py_0
- sphinxcontrib==1.0=py38_1
- spyder-kernels==1.10.2=py38h06a4308_0
- spyder==4.2.5=py38h06a4308_0
- sqlalchemy==1.4.15=py38h27cfd23_0
- sqlite==3.35.4=hdfb4753_0
- statsmodels==0.12.2=py38h27cfd23_0
- sympy==1.8=py38h06a4308_0
- tbb==2020.3=hfd86e86_0
- tblib==1.7.0=py_0
- terminado==0.9.4=py38h06a4308_0
- testpath==0.4.4=pyhd3eb1b0_0
- textdistance==4.2.1=pyhd3eb1b0_0
- threadpoolctl==2.1.0=pyh5ca1d4c_0
- three-merge==0.1.1=pyhd3eb1b0_0
- tifffile==2020.10.1=py38hdd07704_2
- tk==8.6.10=hbc83047_0
- toml==0.10.2=pyhd3eb1b0_0
- toolz==0.11.1=pyhd3eb1b0_0
- tornado==6.1=py38h27cfd23_0
- tqdm==4.59.0=pyhd3eb1b0_1
- traitlets==5.0.5=pyhd3eb1b0_0
- typed-ast==1.4.2=py38h27cfd23_1
- typing_extensions==3.7.4.3=pyha847dfd_0
- ujson==4.0.2=py38h2531618_0
- unicodecsv==0.14.1=py38_0
- unixodbc==2.3.9=h7b6447c_0
- urllib3==1.26.4=pyhd3eb1b0_0
- watchdog==1.0.2=py38h06a4308_1
- wcwidth==0.2.5=py_0
- webencodings==0.5.1=py38_1
- werkzeug==1.0.1=pyhd3eb1b0_0
- wheel==0.36.2=pyhd3eb1b0_0
- widgetsnbextension==3.5.1=py38_0
- wrapt==1.12.1=py38h7b6447c_1
- wurlitzer==2.1.0=py38h06a4308_0
- xlrd==2.0.1=pyhd3eb1b0_0
- xlsxwriter==1.3.8=pyhd3eb1b0_0
- xlwt==1.3.0=py38_0
- xmltodict==0.12.0=py_0
- xz==5.2.5=h7b6447c_0
- yaml==0.2.5=h7b6447c_0
- yapf==0.31.0=pyhd3eb1b0_0
- zeromq==4.3.4=h2531618_0
- zict==2.0.0=pyhd3eb1b0_0
- zipp==3.4.1=pyhd3eb1b0_0
- zlib==1.2.11=h7b6447c_3
- zope.event==4.5.0=py38_0
- zope.interface==5.3.0=py38h27cfd23_0
- zope==1.0=py38_1
- zstd==1.4.5=h9ceee32_0
The following NEW packages will be INSTALLED:
_ipyw_jlab_nb_ext~ pkgs/main/linux-64::_ipyw_jlab_nb_ext_conf-0.1.0-py38_0
_libgcc_mutex pkgs/main/linux-64::_libgcc_mutex-0.1-main
alabaster pkgs/main/noarch::alabaster-0.7.12-pyhd3eb1b0_0
anaconda pkgs/main/linux-64::anaconda-2021.05-py38_0
anaconda-client pkgs/main/linux-64::anaconda-client-1.7.2-py38_0
anaconda-navigator pkgs/main/linux-64::anaconda-navigator-2.0.3-py38_0
anaconda-project pkgs/main/noarch::anaconda-project-0.9.1-pyhd3eb1b0_1
anyio pkgs/main/linux-64::anyio-2.2.0-py38h06a4308_1
appdirs pkgs/main/noarch::appdirs-1.4.4-py_0
argh pkgs/main/linux-64::argh-0.26.2-py38_0
argon2-cffi pkgs/main/linux-64::argon2-cffi-20.1.0-py38h27cfd23_1
asn1crypto pkgs/main/noarch::asn1crypto-1.4.0-py_0
astroid pkgs/main/linux-64::astroid-2.5-py38h06a4308_1
astropy pkgs/main/linux-64::astropy-4.2.1-py38h27cfd23_1
async_generator pkgs/main/noarch::async_generator-1.10-pyhd3eb1b0_0
atomicwrites pkgs/main/noarch::atomicwrites-1.4.0-py_0
attrs pkgs/main/noarch::attrs-20.3.0-pyhd3eb1b0_0
autopep8 pkgs/main/noarch::autopep8-1.5.6-pyhd3eb1b0_0
babel pkgs/main/noarch::babel-2.9.0-pyhd3eb1b0_0
backcall pkgs/main/noarch::backcall-0.2.0-pyhd3eb1b0_0
backports pkgs/main/noarch::backports-1.0-pyhd3eb1b0_2
backports.functoo~ pkgs/main/noarch::backports.functools_lru_cache-1.6.4-pyhd3eb1b0_0
backports.shutil_~ pkgs/main/noarch::backports.shutil_get_terminal_size-1.0.0-pyhd3eb1b0_3
backports.tempfile pkgs/main/noarch::backports.tempfile-1.0-pyhd3eb1b0_1
backports.weakref pkgs/main/noarch::backports.weakref-1.0.post1-py_1
beautifulsoup4 pkgs/main/noarch::beautifulsoup4-4.9.3-pyha847dfd_0
bitarray pkgs/main/linux-64::bitarray-2.1.0-py38h27cfd23_1
bkcharts pkgs/main/linux-64::bkcharts-0.2-py38_0
black pkgs/main/noarch::black-19.10b0-py_0
blas pkgs/main/linux-64::blas-1.0-mkl
bleach pkgs/main/noarch::bleach-3.3.0-pyhd3eb1b0_0
blosc pkgs/main/linux-64::blosc-1.21.0-h8c45485_0
bokeh pkgs/main/linux-64::bokeh-2.3.2-py38h06a4308_0
boto pkgs/main/linux-64::boto-2.49.0-py38_0
bottleneck pkgs/main/linux-64::bottleneck-1.3.2-py38heb32a55_1
brotlipy pkgs/main/linux-64::brotlipy-0.7.0-py38h27cfd23_1003
bzip2 pkgs/main/linux-64::bzip2-1.0.8-h7b6447c_0
c-ares pkgs/main/linux-64::c-ares-1.17.1-h27cfd23_0
ca-certificates pkgs/main/linux-64::ca-certificates-2021.4.13-h06a4308_1
cairo pkgs/main/linux-64::cairo-1.16.0-hf32fb01_1
certifi pkgs/main/linux-64::certifi-2020.12.5-py38h06a4308_0
cffi pkgs/main/linux-64::cffi-1.14.5-py38h261ae71_0
chardet pkgs/main/linux-64::chardet-4.0.0-py38h06a4308_1003
click pkgs/main/noarch::click-7.1.2-pyhd3eb1b0_0
cloudpickle pkgs/main/noarch::cloudpickle-1.6.0-py_0
clyent pkgs/main/linux-64::clyent-1.2.2-py38_1
colorama pkgs/main/noarch::colorama-0.4.4-pyhd3eb1b0_0
conda pkgs/main/linux-64::conda-4.10.1-py38h06a4308_1
conda-build pkgs/main/linux-64::conda-build-3.21.4-py38h06a4308_0
conda-content-tru~ pkgs/main/noarch::conda-content-trust-0.1.1-pyhd3eb1b0_0
conda-env pkgs/main/linux-64::conda-env-2.6.0-1
conda-package-han~ pkgs/main/linux-64::conda-package-handling-1.7.3-py38h27cfd23_1
conda-repo-cli pkgs/main/noarch::conda-repo-cli-1.0.4-pyhd3eb1b0_0
conda-token pkgs/main/noarch::conda-token-0.3.0-pyhd3eb1b0_0
conda-verify pkgs/main/noarch::conda-verify-3.4.2-py_1
contextlib2 pkgs/main/noarch::contextlib2-0.6.0.post1-py_0
cryptography pkgs/main/linux-64::cryptography-3.4.7-py38hd23ed53_0
curl pkgs/main/linux-64::curl-7.71.1-hbc83047_1
cycler pkgs/main/linux-64::cycler-0.10.0-py38_0
cython pkgs/main/linux-64::cython-0.29.23-py38h2531618_0
cytoolz pkgs/main/linux-64::cytoolz-0.11.0-py38h7b6447c_0
dask pkgs/main/noarch::dask-2021.4.0-pyhd3eb1b0_0
dask-core pkgs/main/noarch::dask-core-2021.4.0-pyhd3eb1b0_0
dbus pkgs/main/linux-64::dbus-1.13.18-hb2f20db_0
decorator pkgs/main/noarch::decorator-5.0.6-pyhd3eb1b0_0
defusedxml pkgs/main/noarch::defusedxml-0.7.1-pyhd3eb1b0_0
diff-match-patch pkgs/main/noarch::diff-match-patch-20200713-py_0
distributed pkgs/main/linux-64::distributed-2021.4.1-py38h06a4308_0
docutils pkgs/main/linux-64::docutils-0.17.1-py38h06a4308_1
entrypoints pkgs/main/linux-64::entrypoints-0.3-py38_0
et_xmlfile pkgs/main/noarch::et_xmlfile-1.0.1-py_1001
expat pkgs/main/linux-64::expat-2.3.0-h2531618_2
fastcache pkgs/main/linux-64::fastcache-1.1.0-py38h7b6447c_0
filelock pkgs/main/noarch::filelock-3.0.12-pyhd3eb1b0_1
flake8 pkgs/main/noarch::flake8-3.9.0-pyhd3eb1b0_0
flask pkgs/main/noarch::flask-1.1.2-pyhd3eb1b0_0
fontconfig pkgs/main/linux-64::fontconfig-2.13.1-h6c09931_0
freetype pkgs/main/linux-64::freetype-2.10.4-h5ab3b9f_0
fribidi pkgs/main/linux-64::fribidi-1.0.10-h7b6447c_0
fsspec pkgs/main/noarch::fsspec-0.9.0-pyhd3eb1b0_0
future pkgs/main/linux-64::future-0.18.2-py38_1
get_terminal_size pkgs/main/linux-64::get_terminal_size-1.0.0-haa9412d_0
gevent pkgs/main/linux-64::gevent-21.1.2-py38h27cfd23_1
glib pkgs/main/linux-64::glib-2.68.1-h36276a3_0
glob2 pkgs/main/noarch::glob2-0.7-pyhd3eb1b0_0
gmp pkgs/main/linux-64::gmp-6.2.1-h2531618_2
gmpy2 pkgs/main/linux-64::gmpy2-2.0.8-py38hd5f6e3b_3
graphite2 pkgs/main/linux-64::graphite2-1.3.14-h23475e2_0
greenlet pkgs/main/linux-64::greenlet-1.0.0-py38h2531618_2
gst-plugins-base pkgs/main/linux-64::gst-plugins-base-1.14.0-h8213a91_2
gstreamer pkgs/main/linux-64::gstreamer-1.14.0-h28cd5cc_2
h5py pkgs/main/linux-64::h5py-2.10.0-py38h7918eee_0
harfbuzz pkgs/main/linux-64::harfbuzz-2.8.0-h6f93f22_0
hdf5 pkgs/main/linux-64::hdf5-1.10.4-hb1b8bf9_0
heapdict pkgs/main/noarch::heapdict-1.0.1-py_0
html5lib pkgs/main/noarch::html5lib-1.1-py_0
icu pkgs/main/linux-64::icu-58.2-he6710b0_3
idna pkgs/main/noarch::idna-2.10-pyhd3eb1b0_0
imageio pkgs/main/noarch::imageio-2.9.0-pyhd3eb1b0_0
imagesize pkgs/main/noarch::imagesize-1.2.0-pyhd3eb1b0_0
importlib-metadata pkgs/main/linux-64::importlib-metadata-3.10.0-py38h06a4308_0
importlib_metadata pkgs/main/noarch::importlib_metadata-3.10.0-hd3eb1b0_0
iniconfig pkgs/main/noarch::iniconfig-1.1.1-pyhd3eb1b0_0
intel-openmp pkgs/main/linux-64::intel-openmp-2021.2.0-h06a4308_610
intervaltree pkgs/main/noarch::intervaltree-3.1.0-py_0
ipykernel pkgs/main/linux-64::ipykernel-5.3.4-py38h5ca1d4c_0
ipython pkgs/main/linux-64::ipython-7.22.0-py38hb070fc8_0
ipython_genutils pkgs/main/noarch::ipython_genutils-0.2.0-pyhd3eb1b0_1
ipywidgets pkgs/main/noarch::ipywidgets-7.6.3-pyhd3eb1b0_1
isort pkgs/main/noarch::isort-5.8.0-pyhd3eb1b0_0
itsdangerous pkgs/main/noarch::itsdangerous-1.1.0-pyhd3eb1b0_0
jbig pkgs/main/linux-64::jbig-2.1-hdba287a_0
jdcal pkgs/main/noarch::jdcal-1.4.1-py_0
jedi pkgs/main/linux-64::jedi-0.17.2-py38h06a4308_1
jeepney pkgs/main/noarch::jeepney-0.6.0-pyhd3eb1b0_0
jinja2 pkgs/main/noarch::jinja2-2.11.3-pyhd3eb1b0_0
joblib pkgs/main/noarch::joblib-1.0.1-pyhd3eb1b0_0
jpeg pkgs/main/linux-64::jpeg-9b-h024ee3a_2
json5 pkgs/main/noarch::json5-0.9.5-py_0
jsonschema pkgs/main/noarch::jsonschema-3.2.0-py_2
jupyter pkgs/main/linux-64::jupyter-1.0.0-py38_7
jupyter-packaging pkgs/main/noarch::jupyter-packaging-0.7.12-pyhd3eb1b0_0
jupyter_client pkgs/main/noarch::jupyter_client-6.1.12-pyhd3eb1b0_0
jupyter_console pkgs/main/noarch::jupyter_console-6.4.0-pyhd3eb1b0_0
jupyter_core pkgs/main/linux-64::jupyter_core-4.7.1-py38h06a4308_0
jupyter_server pkgs/main/linux-64::jupyter_server-1.4.1-py38h06a4308_0
jupyterlab pkgs/main/noarch::jupyterlab-3.0.14-pyhd3eb1b0_1
jupyterlab_pygmen~ pkgs/main/noarch::jupyterlab_pygments-0.1.2-py_0
jupyterlab_server pkgs/main/noarch::jupyterlab_server-2.4.0-pyhd3eb1b0_0
jupyterlab_widgets pkgs/main/noarch::jupyterlab_widgets-1.0.0-pyhd3eb1b0_1
keyring pkgs/main/linux-64::keyring-22.3.0-py38h06a4308_0
kiwisolver pkgs/main/linux-64::kiwisolver-1.3.1-py38h2531618_0
krb5 pkgs/main/linux-64::krb5-1.18.2-h173b8e3_0
lazy-object-proxy pkgs/main/linux-64::lazy-object-proxy-1.6.0-py38h27cfd23_0
lcms2 pkgs/main/linux-64::lcms2-2.12-h3be6417_0
ld_impl_linux-64 pkgs/main/linux-64::ld_impl_linux-64-2.33.1-h53a641e_7
libarchive pkgs/main/linux-64::libarchive-3.4.2-h62408e4_0
libcurl pkgs/main/linux-64::libcurl-7.71.1-h20c2e04_1
libedit pkgs/main/linux-64::libedit-3.1.20210216-h27cfd23_1
libev pkgs/main/linux-64::libev-4.33-h7b6447c_0
libffi pkgs/main/linux-64::libffi-3.3-he6710b0_2
libgcc-ng pkgs/main/linux-64::libgcc-ng-9.1.0-hdf63c60_0
libgfortran-ng pkgs/main/linux-64::libgfortran-ng-7.3.0-hdf63c60_0
liblief pkgs/main/linux-64::liblief-0.10.1-he6710b0_0
libllvm10 pkgs/main/linux-64::libllvm10-10.0.1-hbcb73fb_5
libpng pkgs/main/linux-64::libpng-1.6.37-hbc83047_0
libsodium pkgs/main/linux-64::libsodium-1.0.18-h7b6447c_0
libspatialindex pkgs/main/linux-64::libspatialindex-1.9.3-h2531618_0
libssh2 pkgs/main/linux-64::libssh2-1.9.0-h1ba5d50_1
libstdcxx-ng pkgs/main/linux-64::libstdcxx-ng-9.1.0-hdf63c60_0
libtiff pkgs/main/linux-64::libtiff-4.2.0-h85742a9_0
libtool pkgs/main/linux-64::libtool-2.4.6-h7b6447c_1005
libuuid pkgs/main/linux-64::libuuid-1.0.3-h1bed415_2
libuv pkgs/main/linux-64::libuv-1.40.0-h7b6447c_0
libwebp-base pkgs/main/linux-64::libwebp-base-1.2.0-h27cfd23_0
libxcb pkgs/main/linux-64::libxcb-1.14-h7b6447c_0
libxml2 pkgs/main/linux-64::libxml2-2.9.10-hb55368b_3
libxslt pkgs/main/linux-64::libxslt-1.1.34-hc22bd24_0
llvmlite pkgs/main/linux-64::llvmlite-0.36.0-py38h612dafd_4
locket pkgs/main/linux-64::locket-0.2.1-py38h06a4308_1
lxml pkgs/main/linux-64::lxml-4.6.3-py38h9120a33_0
lz4-c pkgs/main/linux-64::lz4-c-1.9.3-h2531618_0
lzo pkgs/main/linux-64::lzo-2.10-h7b6447c_2
markupsafe pkgs/main/linux-64::markupsafe-1.1.1-py38h7b6447c_0
matplotlib pkgs/main/linux-64::matplotlib-3.3.4-py38h06a4308_0
matplotlib-base pkgs/main/linux-64::matplotlib-base-3.3.4-py38h62a2d02_0
mccabe pkgs/main/linux-64::mccabe-0.6.1-py38_1
mistune pkgs/main/linux-64::mistune-0.8.4-py38h7b6447c_1000
mkl pkgs/main/linux-64::mkl-2021.2.0-h06a4308_296
mkl-service pkgs/main/linux-64::mkl-service-2.3.0-py38h27cfd23_1
mkl_fft pkgs/main/linux-64::mkl_fft-1.3.0-py38h42c9631_2
mkl_random pkgs/main/linux-64::mkl_random-1.2.1-py38ha9443f7_2
mock pkgs/main/noarch::mock-4.0.3-pyhd3eb1b0_0
more-itertools pkgs/main/noarch::more-itertools-8.7.0-pyhd3eb1b0_0
mpc pkgs/main/linux-64::mpc-1.1.0-h10f8cd9_1
mpfr pkgs/main/linux-64::mpfr-4.0.2-hb69a4c5_1
mpmath pkgs/main/linux-64::mpmath-1.2.1-py38h06a4308_0
msgpack-python pkgs/main/linux-64::msgpack-python-1.0.2-py38hff7bd54_1
multipledispatch pkgs/main/linux-64::multipledispatch-0.6.0-py38_0
mypy_extensions pkgs/main/linux-64::mypy_extensions-0.4.3-py38_0
navigator-updater pkgs/main/linux-64::navigator-updater-0.2.1-py38_0
nbclassic pkgs/main/noarch::nbclassic-0.2.6-pyhd3eb1b0_0
nbclient pkgs/main/noarch::nbclient-0.5.3-pyhd3eb1b0_0
nbconvert pkgs/main/linux-64::nbconvert-6.0.7-py38_0
nbformat pkgs/main/noarch::nbformat-5.1.3-pyhd3eb1b0_0
ncurses pkgs/main/linux-64::ncurses-6.2-he6710b0_1
nest-asyncio pkgs/main/noarch::nest-asyncio-1.5.1-pyhd3eb1b0_0
networkx pkgs/main/noarch::networkx-2.5-py_0
nltk pkgs/main/noarch::nltk-3.6.1-pyhd3eb1b0_0
nose pkgs/main/noarch::nose-1.3.7-pyhd3eb1b0_1006
notebook pkgs/main/linux-64::notebook-6.3.0-py38h06a4308_0
numba pkgs/main/linux-64::numba-0.53.1-py38ha9443f7_0
numexpr pkgs/main/linux-64::numexpr-2.7.3-py38h22e1b3c_1
numpy pkgs/main/linux-64::numpy-1.20.1-py38h93e21f0_0
numpy-base pkgs/main/linux-64::numpy-base-1.20.1-py38h7d8b39e_0
numpydoc pkgs/main/noarch::numpydoc-1.1.0-pyhd3eb1b0_1
olefile pkgs/main/noarch::olefile-0.46-py_0
openpyxl pkgs/main/noarch::openpyxl-3.0.7-pyhd3eb1b0_0
openssl pkgs/main/linux-64::openssl-1.1.1k-h27cfd23_0
packaging pkgs/main/noarch::packaging-20.9-pyhd3eb1b0_0
pandas pkgs/main/linux-64::pandas-1.2.4-py38h2531618_0
pandoc pkgs/main/linux-64::pandoc-2.12-h06a4308_0
pandocfilters pkgs/main/linux-64::pandocfilters-1.4.3-py38h06a4308_1
pango pkgs/main/linux-64::pango-1.45.3-hd140c19_0
parso pkgs/main/noarch::parso-0.7.0-py_0
partd pkgs/main/noarch::partd-1.2.0-pyhd3eb1b0_0
patchelf pkgs/main/linux-64::patchelf-0.12-h2531618_1
path pkgs/main/linux-64::path-15.1.2-py38h06a4308_0
path.py pkgs/main/noarch::path.py-12.5.0-0
pathlib2 pkgs/main/linux-64::pathlib2-2.3.5-py38h06a4308_2
pathspec pkgs/main/noarch::pathspec-0.7.0-py_0
patsy pkgs/main/linux-64::patsy-0.5.1-py38_0
pcre pkgs/main/linux-64::pcre-8.44-he6710b0_0
pep8 pkgs/main/linux-64::pep8-1.7.1-py38_0
pexpect pkgs/main/noarch::pexpect-4.8.0-pyhd3eb1b0_3
pickleshare pkgs/main/noarch::pickleshare-0.7.5-pyhd3eb1b0_1003
pillow pkgs/main/linux-64::pillow-8.2.0-py38he98fc37_0
pip pkgs/main/linux-64::pip-21.0.1-py38h06a4308_0
pixman pkgs/main/linux-64::pixman-0.40.0-h7b6447c_0
pkginfo pkgs/main/linux-64::pkginfo-1.7.0-py38h06a4308_0
pluggy pkgs/main/linux-64::pluggy-0.13.1-py38h06a4308_0
ply pkgs/main/linux-64::ply-3.11-py38_0
prometheus_client pkgs/main/noarch::prometheus_client-0.10.1-pyhd3eb1b0_0
prompt-toolkit pkgs/main/noarch::prompt-toolkit-3.0.17-pyh06a4308_0
prompt_toolkit pkgs/main/noarch::prompt_toolkit-3.0.17-hd3eb1b0_0
psutil pkgs/main/linux-64::psutil-5.8.0-py38h27cfd23_1
ptyprocess pkgs/main/noarch::ptyprocess-0.7.0-pyhd3eb1b0_2
py pkgs/main/noarch::py-1.10.0-pyhd3eb1b0_0
py-lief pkgs/main/linux-64::py-lief-0.10.1-py38h403a769_0
pycodestyle pkgs/main/noarch::pycodestyle-2.6.0-pyhd3eb1b0_0
pycosat pkgs/main/linux-64::pycosat-0.6.3-py38h7b6447c_1
pycparser pkgs/main/noarch::pycparser-2.20-py_2
pycurl pkgs/main/linux-64::pycurl-7.43.0.6-py38h1ba5d50_0
pydocstyle pkgs/main/noarch::pydocstyle-6.0.0-pyhd3eb1b0_0
pyerfa pkgs/main/linux-64::pyerfa-1.7.3-py38h27cfd23_0
pyflakes pkgs/main/noarch::pyflakes-2.2.0-pyhd3eb1b0_0
pygments pkgs/main/noarch::pygments-2.8.1-pyhd3eb1b0_0
pylint pkgs/main/linux-64::pylint-2.7.4-py38h06a4308_1
pyls-black pkgs/main/noarch::pyls-black-0.4.6-hd3eb1b0_0
pyls-spyder pkgs/main/noarch::pyls-spyder-0.3.2-pyhd3eb1b0_0
pyodbc pkgs/main/linux-64::pyodbc-4.0.30-py38he6710b0_0
pyopenssl pkgs/main/noarch::pyopenssl-20.0.1-pyhd3eb1b0_1
pyparsing pkgs/main/noarch::pyparsing-2.4.7-pyhd3eb1b0_0
pyqt pkgs/main/linux-64::pyqt-5.9.2-py38h05f1152_4
pyrsistent pkgs/main/linux-64::pyrsistent-0.17.3-py38h7b6447c_0
pysocks pkgs/main/linux-64::pysocks-1.7.1-py38h06a4308_0
pytables pkgs/main/linux-64::pytables-3.6.1-py38h9fd0a39_0
pytest pkgs/main/linux-64::pytest-6.2.3-py38h06a4308_2
python pkgs/main/linux-64::python-3.8.8-hdb3f193_5
python-dateutil pkgs/main/noarch::python-dateutil-2.8.1-pyhd3eb1b0_0
python-jsonrpc-se~ pkgs/main/noarch::python-jsonrpc-server-0.4.0-py_0
python-language-s~ pkgs/main/noarch::python-language-server-0.36.2-pyhd3eb1b0_0
python-libarchive~ pkgs/main/noarch::python-libarchive-c-2.9-pyhd3eb1b0_1
pytz pkgs/main/noarch::pytz-2021.1-pyhd3eb1b0_0
pywavelets pkgs/main/linux-64::pywavelets-1.1.1-py38h7b6447c_2
pyxdg pkgs/main/noarch::pyxdg-0.27-pyhd3eb1b0_0
pyyaml pkgs/main/linux-64::pyyaml-5.4.1-py38h27cfd23_1
pyzmq pkgs/main/linux-64::pyzmq-20.0.0-py38h2531618_1
qdarkstyle pkgs/main/noarch::qdarkstyle-2.8.1-py_0
qt pkgs/main/linux-64::qt-5.9.7-h5867ecd_1
qtawesome pkgs/main/noarch::qtawesome-1.0.2-pyhd3eb1b0_0
qtconsole pkgs/main/noarch::qtconsole-5.0.3-pyhd3eb1b0_0
qtpy pkgs/main/noarch::qtpy-1.9.0-py_0
readline pkgs/main/linux-64::readline-8.1-h27cfd23_0
regex pkgs/main/linux-64::regex-2021.4.4-py38h27cfd23_0
requests pkgs/main/noarch::requests-2.25.1-pyhd3eb1b0_0
ripgrep pkgs/main/linux-64::ripgrep-12.1.1-0
rope pkgs/main/noarch::rope-0.18.0-py_0
rtree pkgs/main/linux-64::rtree-0.9.7-py38h06a4308_1
ruamel_yaml pkgs/main/linux-64::ruamel_yaml-0.15.100-py38h27cfd23_0
scikit-image pkgs/main/linux-64::scikit-image-0.18.1-py38ha9443f7_0
scikit-learn pkgs/main/linux-64::scikit-learn-0.24.1-py38ha9443f7_0
scipy pkgs/main/linux-64::scipy-1.6.2-py38had2a1c9_1
seaborn pkgs/main/noarch::seaborn-0.11.1-pyhd3eb1b0_0
secretstorage pkgs/main/linux-64::secretstorage-3.3.1-py38h06a4308_0
send2trash pkgs/main/noarch::send2trash-1.5.0-pyhd3eb1b0_1
setuptools pkgs/main/linux-64::setuptools-52.0.0-py38h06a4308_0
simplegeneric pkgs/main/linux-64::simplegeneric-0.8.1-py38_2
singledispatch pkgs/main/noarch::singledispatch-3.6.1-pyhd3eb1b0_1001
sip pkgs/main/linux-64::sip-4.19.13-py38he6710b0_0
six pkgs/main/linux-64::six-1.15.0-py38h06a4308_0
sniffio pkgs/main/linux-64::sniffio-1.2.0-py38h06a4308_1
snowballstemmer pkgs/main/noarch::snowballstemmer-2.1.0-pyhd3eb1b0_0
sortedcollections pkgs/main/noarch::sortedcollections-2.1.0-pyhd3eb1b0_0
sortedcontainers pkgs/main/noarch::sortedcontainers-2.3.0-pyhd3eb1b0_0
soupsieve pkgs/main/noarch::soupsieve-2.2.1-pyhd3eb1b0_0
sphinx pkgs/main/noarch::sphinx-4.0.1-pyhd3eb1b0_0
sphinxcontrib pkgs/main/linux-64::sphinxcontrib-1.0-py38_1
sphinxcontrib-app~ pkgs/main/noarch::sphinxcontrib-applehelp-1.0.2-pyhd3eb1b0_0
sphinxcontrib-dev~ pkgs/main/noarch::sphinxcontrib-devhelp-1.0.2-pyhd3eb1b0_0
sphinxcontrib-htm~ pkgs/main/noarch::sphinxcontrib-htmlhelp-1.0.3-pyhd3eb1b0_0
sphinxcontrib-jsm~ pkgs/main/noarch::sphinxcontrib-jsmath-1.0.1-pyhd3eb1b0_0
sphinxcontrib-qth~ pkgs/main/noarch::sphinxcontrib-qthelp-1.0.3-pyhd3eb1b0_0
sphinxcontrib-ser~ pkgs/main/noarch::sphinxcontrib-serializinghtml-1.1.4-pyhd3eb1b0_0
sphinxcontrib-web~ pkgs/main/noarch::sphinxcontrib-websupport-1.2.4-py_0
spyder pkgs/main/linux-64::spyder-4.2.5-py38h06a4308_0
spyder-kernels pkgs/main/linux-64::spyder-kernels-1.10.2-py38h06a4308_0
sqlalchemy pkgs/main/linux-64::sqlalchemy-1.4.15-py38h27cfd23_0
sqlite pkgs/main/linux-64::sqlite-3.35.4-hdfb4753_0
statsmodels pkgs/main/linux-64::statsmodels-0.12.2-py38h27cfd23_0
sympy pkgs/main/linux-64::sympy-1.8-py38h06a4308_0
tbb pkgs/main/linux-64::tbb-2020.3-hfd86e86_0
tblib pkgs/main/noarch::tblib-1.7.0-py_0
terminado pkgs/main/linux-64::terminado-0.9.4-py38h06a4308_0
testpath pkgs/main/noarch::testpath-0.4.4-pyhd3eb1b0_0
textdistance pkgs/main/noarch::textdistance-4.2.1-pyhd3eb1b0_0
threadpoolctl pkgs/main/noarch::threadpoolctl-2.1.0-pyh5ca1d4c_0
three-merge pkgs/main/noarch::three-merge-0.1.1-pyhd3eb1b0_0
tifffile pkgs/main/linux-64::tifffile-2020.10.1-py38hdd07704_2
tk pkgs/main/linux-64::tk-8.6.10-hbc83047_0
toml pkgs/main/noarch::toml-0.10.2-pyhd3eb1b0_0
toolz pkgs/main/noarch::toolz-0.11.1-pyhd3eb1b0_0
tornado pkgs/main/linux-64::tornado-6.1-py38h27cfd23_0
tqdm pkgs/main/noarch::tqdm-4.59.0-pyhd3eb1b0_1
traitlets pkgs/main/noarch::traitlets-5.0.5-pyhd3eb1b0_0
typed-ast pkgs/main/linux-64::typed-ast-1.4.2-py38h27cfd23_1
typing_extensions pkgs/main/noarch::typing_extensions-3.7.4.3-pyha847dfd_0
ujson pkgs/main/linux-64::ujson-4.0.2-py38h2531618_0
unicodecsv pkgs/main/linux-64::unicodecsv-0.14.1-py38_0
unixodbc pkgs/main/linux-64::unixodbc-2.3.9-h7b6447c_0
urllib3 pkgs/main/noarch::urllib3-1.26.4-pyhd3eb1b0_0
watchdog pkgs/main/linux-64::watchdog-1.0.2-py38h06a4308_1
wcwidth pkgs/main/noarch::wcwidth-0.2.5-py_0
webencodings pkgs/main/linux-64::webencodings-0.5.1-py38_1
werkzeug pkgs/main/noarch::werkzeug-1.0.1-pyhd3eb1b0_0
wheel pkgs/main/noarch::wheel-0.36.2-pyhd3eb1b0_0
widgetsnbextension pkgs/main/linux-64::widgetsnbextension-3.5.1-py38_0
wrapt pkgs/main/linux-64::wrapt-1.12.1-py38h7b6447c_1
wurlitzer pkgs/main/linux-64::wurlitzer-2.1.0-py38h06a4308_0
xlrd pkgs/main/noarch::xlrd-2.0.1-pyhd3eb1b0_0
xlsxwriter pkgs/main/noarch::xlsxwriter-1.3.8-pyhd3eb1b0_0
xlwt pkgs/main/linux-64::xlwt-1.3.0-py38_0
xmltodict pkgs/main/noarch::xmltodict-0.12.0-py_0
xz pkgs/main/linux-64::xz-5.2.5-h7b6447c_0
yaml pkgs/main/linux-64::yaml-0.2.5-h7b6447c_0
yapf pkgs/main/noarch::yapf-0.31.0-pyhd3eb1b0_0
zeromq pkgs/main/linux-64::zeromq-4.3.4-h2531618_0
zict pkgs/main/noarch::zict-2.0.0-pyhd3eb1b0_0
zipp pkgs/main/noarch::zipp-3.4.1-pyhd3eb1b0_0
zlib pkgs/main/linux-64::zlib-1.2.11-h7b6447c_3
zope pkgs/main/linux-64::zope-1.0-py38_1
zope.event pkgs/main/linux-64::zope.event-4.5.0-py38_0
zope.interface pkgs/main/linux-64::zope.interface-5.3.0-py38h27cfd23_0
zstd pkgs/main/linux-64::zstd-1.4.5-h9ceee32_0
Preparing transaction: done
Executing transaction: done
installation finished.
Do you wish the installer to initialize Anaconda3
by running conda init? [yes|no]
[no] >>> yes
no change /export/server/anaconda3/condabin/conda
no change /export/server/anaconda3/bin/conda
no change /export/server/anaconda3/bin/conda-env
no change /export/server/anaconda3/bin/activate
no change /export/server/anaconda3/bin/deactivate
no change /export/server/anaconda3/etc/profile.d/conda.sh
no change /export/server/anaconda3/etc/fish/conf.d/conda.fish
no change /export/server/anaconda3/shell/condabin/Conda.psm1
no change /export/server/anaconda3/shell/condabin/conda-hook.ps1
no change /export/server/anaconda3/lib/python3.8/site-packages/xontrib/conda.xsh
no change /export/server/anaconda3/etc/profile.d/conda.csh
modified /root/.bashrc
==> For changes to take effect, close and re-open your current shell. <==
If you'd prefer that conda's base environment not be activated on startup,
set the auto_activate_base parameter to false:
conda config --set auto_activate_base false
Thank you for installing Anaconda3!
===========================================================================
Working with Python and Jupyter notebooks is a breeze with PyCharm Pro,
designed to be used with Anaconda. Download now and have the best data
tools at your fingertips.
PyCharm Pro for Anaconda is available at: https://www.anaconda.com/pycharm
您在 /var/spool/mail/root 中有新邮件
[root@node2 software]# cd
您在 /var/spool/mail/root 中有新邮件
[root@node2 ~]# logout
连接断开
连接成功
Last login: Thu Dec 11 14:56:46 2025 from 192.168.88.1
(base) [root@node2 ~]# python
Python 3.8.8 (default, Apr 13 2021, 19:58:26)
[GCC 7.3.0] :: Anaconda, Inc. on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> exit()
您在 /var/spool/mail/root 中有新邮件
(base) [root@node2 ~]# vim .bashrc
您在 /var/spool/mail/root 中有新邮件
(base) [root@node2 ~]# vim ~/.condarc
您在 /var/spool/mail/root 中有新邮件
(base) [root@node2 ~]# conda create -n pyspark python=3.8
Collecting package metadata (current_repodata.json): done
Solving environment: failed with repodata from current_repodata.json, will retry with next repodata source.
Collecting package metadata (repodata.json): done
Solving environment: done
## Package Plan ##
environment location: /export/server/anaconda3/envs/pyspark
added / updated specs:
- python=3.8
The following packages will be downloaded:
package | build
---------------------------|-----------------
_libgcc_mutex-0.1 | main 3 KB defaults
_openmp_mutex-5.1 | 1_gnu 21 KB defaults
ca-certificates-2025.12.2 | h06a4308_0 125 KB defaults
ld_impl_linux-64-2.40 | h12ee557_0 710 KB defaults
libffi-3.4.4 | h6a678d5_1 141 KB defaults
libgcc-ng-11.2.0 | h1234567_1 5.3 MB defaults
libgomp-11.2.0 | h1234567_1 474 KB defaults
libstdcxx-ng-11.2.0 | h1234567_1 4.7 MB defaults
libxcb-1.17.0 | h9b100fa_0 430 KB defaults
libzlib-1.3.1 | hb25bd0a_0 59 KB defaults
ncurses-6.5 | h7934f7d_0 1.1 MB defaults
openssl-3.0.17 | h5eee18b_0 5.2 MB defaults
pip-24.2 | py38h06a4308_0 2.2 MB defaults
pthread-stubs-0.3 | h0ce48e5_1 5 KB defaults
python-3.8.20 | he870216_0 23.8 MB defaults
readline-8.3 | hc2a1206_0 471 KB defaults
setuptools-75.1.0 | py38h06a4308_0 1.7 MB defaults
sqlite-3.50.2 | hb25bd0a_1 1.1 MB defaults
tk-8.6.15 | h54e0aa7_0 3.4 MB defaults
wheel-0.44.0 | py38h06a4308_0 108 KB defaults
xorg-libx11-1.8.12 | h9b100fa_1 895 KB defaults
xorg-libxau-1.0.12 | h9b100fa_0 13 KB defaults
xorg-libxdmcp-1.1.5 | h9b100fa_0 19 KB defaults
xorg-xorgproto-2024.1 | h5eee18b_1 580 KB defaults
xz-5.6.4 | h5eee18b_1 567 KB defaults
zlib-1.3.1 | hb25bd0a_0 96 KB defaults
------------------------------------------------------------
Total: 53.2 MB
The following NEW packages will be INSTALLED:
_libgcc_mutex anaconda/pkgs/main/linux-64::_libgcc_mutex-0.1-main
_openmp_mutex anaconda/pkgs/main/linux-64::_openmp_mutex-5.1-1_gnu
ca-certificates anaconda/pkgs/main/linux-64::ca-certificates-2025.12.2-h06a4308_0
ld_impl_linux-64 anaconda/pkgs/main/linux-64::ld_impl_linux-64-2.40-h12ee557_0
libffi anaconda/pkgs/main/linux-64::libffi-3.4.4-h6a678d5_1
libgcc-ng anaconda/pkgs/main/linux-64::libgcc-ng-11.2.0-h1234567_1
libgomp anaconda/pkgs/main/linux-64::libgomp-11.2.0-h1234567_1
libstdcxx-ng anaconda/pkgs/main/linux-64::libstdcxx-ng-11.2.0-h1234567_1
libxcb anaconda/pkgs/main/linux-64::libxcb-1.17.0-h9b100fa_0
libzlib anaconda/pkgs/main/linux-64::libzlib-1.3.1-hb25bd0a_0
ncurses anaconda/pkgs/main/linux-64::ncurses-6.5-h7934f7d_0
openssl anaconda/pkgs/main/linux-64::openssl-3.0.17-h5eee18b_0
pip anaconda/pkgs/main/linux-64::pip-24.2-py38h06a4308_0
pthread-stubs anaconda/pkgs/main/linux-64::pthread-stubs-0.3-h0ce48e5_1
python anaconda/pkgs/main/linux-64::python-3.8.20-he870216_0
readline anaconda/pkgs/main/linux-64::readline-8.3-hc2a1206_0
setuptools anaconda/pkgs/main/linux-64::setuptools-75.1.0-py38h06a4308_0
sqlite anaconda/pkgs/main/linux-64::sqlite-3.50.2-hb25bd0a_1
tk anaconda/pkgs/main/linux-64::tk-8.6.15-h54e0aa7_0
wheel anaconda/pkgs/main/linux-64::wheel-0.44.0-py38h06a4308_0
xorg-libx11 anaconda/pkgs/main/linux-64::xorg-libx11-1.8.12-h9b100fa_1
xorg-libxau anaconda/pkgs/main/linux-64::xorg-libxau-1.0.12-h9b100fa_0
xorg-libxdmcp anaconda/pkgs/main/linux-64::xorg-libxdmcp-1.1.5-h9b100fa_0
xorg-xorgproto anaconda/pkgs/main/linux-64::xorg-xorgproto-2024.1-h5eee18b_1
xz anaconda/pkgs/main/linux-64::xz-5.6.4-h5eee18b_1
zlib anaconda/pkgs/main/linux-64::zlib-1.3.1-hb25bd0a_0
Proceed ([y]/n)? y
Downloading and Extracting Packages
libgcc-ng-11.2.0 | 5.3 MB | ############################################################################################################## | 100%
wheel-0.44.0 | 108 KB | ############################################################################################################## | 100%
openssl-3.0.17 | 5.2 MB | ############################################################################################################## | 100%
_libgcc_mutex-0.1 | 3 KB | ############################################################################################################## | 100%
libgomp-11.2.0 | 474 KB | ############################################################################################################## | 100%
xorg-libxau-1.0.12 | 13 KB | ############################################################################################################## | 100%
python-3.8.20 | 23.8 MB | ############################################################################################################## | 100%
ld_impl_linux-64-2.4 | 710 KB | ############################################################################################################## | 100%
xz-5.6.4 | 567 KB | ############################################################################################################## | 100%
xorg-libx11-1.8.12 | 895 KB | ############################################################################################################## | 100%
sqlite-3.50.2 | 1.1 MB | ############################################################################################################## | 100%
setuptools-75.1.0 | 1.7 MB | ############################################################################################################## | 100%
xorg-xorgproto-2024. | 580 KB | ############################################################################################################## | 100%
_openmp_mutex-5.1 | 21 KB | ############################################################################################################## | 100%
pip-24.2 | 2.2 MB | ############################################################################################################## | 100%
libffi-3.4.4 | 141 KB | ############################################################################################################## | 100%
readline-8.3 | 471 KB | ############################################################################################################## | 100%
libzlib-1.3.1 | 59 KB | ############################################################################################################## | 100%
ncurses-6.5 | 1.1 MB | ############################################################################################################## | 100%
xorg-libxdmcp-1.1.5 | 19 KB | ############################################################################################################## | 100%
pthread-stubs-0.3 | 5 KB | ############################################################################################################## | 100%
tk-8.6.15 | 3.4 MB | ############################################################################################################## | 100%
libstdcxx-ng-11.2.0 | 4.7 MB | ############################################################################################################## | 100%
libxcb-1.17.0 | 430 KB | ############################################################################################################## | 100%
zlib-1.3.1 | 96 KB | ############################################################################################################## | 100%
ca-certificates-2025 | 125 KB | ############################################################################################################## | 100%
Preparing transaction: done
Verifying transaction: done
Executing transaction: done
#
# To activate this environment, use
#
# $ conda activate pyspark
#
# To deactivate an active environment, use
#
# $ conda deactivate
您在 /var/spool/mail/root 中有新邮件
(base) [root@node2 ~]# ^C
(base) [root@node2 ~]# conda activate pyspark
(pyspark) [root@node2 ~]# python
Python 3.8.20 (default, Oct 3 2024, 15:24:27)
[GCC 11.2.0] :: Anaconda, Inc. on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> exit()
(pyspark) [root@node2 ~]# vim /etc/profile
您在 /var/spool/mail/root 中有新邮件
(pyspark) [root@node2 ~]# vim .bashrc
您在 /var/spool/mail/root 中有新邮件
(pyspark) [root@node2 ~]# 分发spark,目前就node1上面有spark我们将它分发给node2和node3