Muchas veces me ha ocurrido que he tenido que cambiar de entorno, un nuevo ordenador, y me costado mucho tiempo el poder trasladar todo el entorno de python.
Una solución es hacer un docker y os dejo un ejemplo de entorno en python 3 las librerias que incluye son: _
!conda list
# packages in environment at /opt/conda: # # Name Version Build Channel _r-mutex 1.0.0 anacondar_1 defaults aiodns 1.1.1 pypi_0 pypi aiohttp 3.5.4 pypi_0 pypi alembic 1.0.8 py_0 conda-forge asn1crypto 0.24.0 py37_1003 conda-forge async-timeout 3.0.1 pypi_0 pypi async_generator 1.10 py_0 conda-forge attrs 19.1.0 py_0 conda-forge backcall 0.1.0 py_0 conda-forge backtrader 1.9.70.122 pypi_0 pypi beautifulsoup4 4.7.1 py37_1001 conda-forge binutils_impl_linux-64 2.31.1 h6176602_1 defaults binutils_linux-64 2.31.1 h6176602_3 defaults blas 2.4 openblas conda-forge bleach 3.1.0 py_0 conda-forge bokeh 1.0.4 py37_1000 conda-forge bqplot 0.11.5 pypi_0 pypi bwidget 1.9.11 1 defaults bzip2 1.0.6 h14c3975_1002 conda-forge ca-certificates 2019.3.9 hecc5488_0 conda-forge cairo 1.14.12 h80bd089_1005 conda-forge ccxt 1.18.444 pypi_0 pypi certifi 2019.3.9 py37_0 conda-forge cffi 1.12.2 py37hf0e25f4_1 conda-forge chardet 3.0.4 py37_1003 conda-forge click 7.0 py_0 conda-forge cloudpickle 0.8.1 py_0 conda-forge colorlover 0.3.0 pypi_0 pypi conda 4.6.8 py37_0 conda-forge conda-env 2.6.0 1 conda-forge configurable-http-proxy 1.3.0 0 conda-forge cryptography 2.6.1 py37h9d9f1b6_0 conda-forge cufflinks 0.15 pypi_0 pypi curl 7.64.1 hf8cf82a_0 conda-forge cycler 0.10.0 py_1 conda-forge cython 0.29.7 py37he1b5a44_0 conda-forge cytoolz 0.9.0.1 py37h14c3975_1001 conda-forge dask 1.1.5 py_0 conda-forge dask-core 1.1.5 py_0 conda-forge dbus 1.13.2 h714fa37_1 defaults decorator 4.4.0 py_0 conda-forge defusedxml 0.5.0 py_1 conda-forge dill 0.2.9 py37_0 conda-forge distributed 1.26.1 py37_0 conda-forge entrypoints 0.3 py37_1000 conda-forge expat 2.2.5 hf484d3e_1002 conda-forge fastcache 1.0.2 py37h14c3975_1001 conda-forge ffn 0.3.4 pypi_0 pypi fix-yahoo-finance 0.0.22 pypi_0 pypi fontconfig 2.13.1 he4413a7_1000 conda-forge freetype 2.10.0 he983fc9_0 conda-forge future 0.17.1 pypi_0 pypi gcc_impl_linux-64 7.3.0 habb00fd_1 conda-forge gcc_linux-64 7.3.0 h553295d_3 conda-forge gettext 0.19.8.1 hc5be6a0_1002 conda-forge gfortran_impl_linux-64 7.3.0 hdf63c60_1 defaults gfortran_linux-64 7.3.0 h553295d_3 defaults glib 2.56.2 had28632_1001 conda-forge gmp 6.1.2 hf484d3e_1000 conda-forge gmpy2 2.0.8 py37hb20f59a_1002 conda-forge graphite2 1.3.13 hf484d3e_1000 conda-forge gsl 2.4 h294904e_1005 conda-forge gst-plugins-base 1.14.0 hbbd80ab_1 defaults gstreamer 1.14.0 hb453b48_1 defaults gxx_impl_linux-64 7.3.0 hdf63c60_1 conda-forge gxx_linux-64 7.3.0 h553295d_3 conda-forge h5py 2.9.0 nompi_py37hf008753_1102 conda-forge harfbuzz 1.9.0 he243708_1001 conda-forge hdf5 1.10.4 nompi_h3c11f04_1106 conda-forge heapdict 1.0.0 py37_1000 conda-forge icu 58.2 hf484d3e_1000 conda-forge idna 2.8 py37_1000 conda-forge imageio 2.5.0 py37_0 conda-forge inflection 0.3.1 pypi_0 pypi ipykernel 5.1.0 py37h24bf2e0_1002 conda-forge ipython 7.4.0 py37h24bf2e0_0 conda-forge ipython_genutils 0.2.0 py_1 conda-forge ipywidgets 7.4.2 py_0 conda-forge jedi 0.13.3 py37_0 conda-forge jinja2 2.10 py_1 conda-forge jpeg 9c h14c3975_1001 conda-forge jsonschema 3.0.1 py37_0 conda-forge jupyter_client 5.2.4 py_3 conda-forge jupyter_core 4.4.0 py_0 conda-forge jupyterhub 0.9.6 py37_0 conda-forge jupyterlab 0.35.4 py37_0 conda-forge jupyterlab_server 0.2.0 py_0 conda-forge kiwisolver 1.0.1 py37h6bb024c_1002 conda-forge krb5 1.16.3 h05b26f9_1001 conda-forge libblas 3.8.0 4_openblas conda-forge libcblas 3.8.0 4_openblas conda-forge libcurl 7.64.1 hda55be3_0 conda-forge libedit 3.1.20170329 hf8c457e_1001 conda-forge libffi 3.2.1 hf484d3e_1005 conda-forge libgcc-ng 7.3.0 hdf63c60_0 conda-forge libgfortran-ng 7.3.0 hdf63c60_0 defaults libiconv 1.15 h516909a_1005 conda-forge liblapack 3.8.0 4_openblas conda-forge liblapacke 3.8.0 4_openblas conda-forge libpng 1.6.36 h84994c4_1000 conda-forge libprotobuf 3.7.1 h8b12597_0 conda-forge libsodium 1.0.16 h14c3975_1001 conda-forge libssh2 1.8.2 h22169c7_2 conda-forge libstdcxx-ng 7.3.0 hdf63c60_0 conda-forge libtiff 4.0.10 h648cc4a_1001 conda-forge libuuid 2.32.1 h14c3975_1000 conda-forge libxcb 1.13 h14c3975_1002 conda-forge libxml2 2.9.8 h143f9aa_1005 conda-forge llvmlite 0.27.1 py37hdbcaa40_0 conda-forge locket 0.2.0 py_2 conda-forge lxml 4.3.3 pypi_0 pypi make 4.2.1 h14c3975_2004 conda-forge mako 1.0.7 py_1 conda-forge markupsafe 1.1.1 py37h14c3975_0 conda-forge matplotlib 3.0.3 py37_0 conda-forge matplotlib-base 3.0.3 py37h167e16e_0 conda-forge mistune 0.8.4 py37h14c3975_1000 conda-forge more-itertools 7.0.0 pypi_0 pypi mpc 1.1.0 hb20f59a_1006 conda-forge mpfr 4.0.1 ha14ba45_1000 conda-forge mpmath 1.1.0 py_0 conda-forge msgpack-python 0.6.1 py37h6bb024c_0 conda-forge multidict 4.5.2 pypi_0 pypi multitasking 0.0.7 pypi_0 pypi nbconvert 5.4.1 py_2 conda-forge nbformat 4.4.0 py_1 conda-forge ncurses 6.1 hf484d3e_1002 conda-forge networkx 2.2 py_1 conda-forge nltk 3.4 pypi_0 pypi nodejs 11.11.0 hf484d3e_0 conda-forge notebook 5.7.8 py37_0 conda-forge numba 0.42.1 py37hf484d3e_0 conda-forge numexpr 2.6.9 py37h637b7d7_1000 conda-forge numpy 1.15.4 py37h8b7e671_1002 conda-forge oauthlib 3.0.1 pypi_0 pypi olefile 0.46 py_0 conda-forge openblas 0.3.5 h9ac9557_1001 conda-forge openssl 1.1.1b h14c3975_1 conda-forge packaging 19.0 py_0 conda-forge pamela 1.0.0 py_0 conda-forge pandas 0.24.2 py37hf484d3e_0 conda-forge pandas-datareader 0.7.0 pypi_0 pypi pandoc 2.7.1 0 conda-forge pandocfilters 1.4.2 py_1 conda-forge pango 1.40.14 hf0c64fd_1003 conda-forge parso 0.3.4 py_0 conda-forge partd 0.3.9 py_0 conda-forge patsy 0.5.1 py_0 conda-forge pcre 8.43 he6710b0_0 defaults pexpect 4.6.0 py37_1000 conda-forge pickleshare 0.7.5 py37_1000 conda-forge pillow 5.4.1 py37h00a061d_1000 conda-forge pip 19.0.3 py37_0 conda-forge pixman 0.34.0 h14c3975_1003 conda-forge plotly 3.7.1 pypi_0 pypi praw 6.1.1 pypi_0 pypi prawcore 1.0.1 pypi_0 pypi prometheus_client 0.6.0 py_0 conda-forge prompt_toolkit 2.0.9 py_0 conda-forge protobuf 3.7.1 py37he1b5a44_0 conda-forge psutil 5.6.1 py37h14c3975_0 conda-forge pthread-stubs 0.4 h14c3975_1001 conda-forge ptyprocess 0.6.0 py37_1000 conda-forge pycares 3.0.0 pypi_0 pypi pycosat 0.6.3 py37h14c3975_1001 conda-forge pycparser 2.19 py37_1 conda-forge pycurl 7.43.0.2 py37h1ba5d50_0 defaults pygments 2.3.1 py_0 conda-forge pyopenssl 19.0.0 py37_0 conda-forge pyparsing 2.3.1 py_0 conda-forge pyrsistent 0.14.11 py37h14c3975_0 conda-forge pysocks 1.6.8 py37_1002 conda-forge python 3.7.1 h381d211_1003 conda-forge python-dateutil 2.8.0 py_0 conda-forge python-editor 1.0.4 py_0 conda-forge python-oauth2 1.1.0 py37h28b3542_1 defaults pytz 2018.9 py_0 conda-forge pywavelets 1.0.2 py37h3010b51_0 conda-forge pyyaml 5.1 py37h14c3975_0 conda-forge pyzmq 18.0.1 py37h0e1adb2_0 conda-forge quandl 3.4.6 pypi_0 pypi r-askpass 1.1 r351h96ca727_0 conda-forge r-assertthat 0.2.1 r351h6115d3f_0 conda-forge r-backports 1.1.3 r351h96ca727_1000 conda-forge r-base 3.5.1 he45234b_1005 conda-forge r-base64enc 0.1_3 r351h96ca727_1002 conda-forge r-bh 1.69.0_1 r351h6115d3f_0 conda-forge r-bit 1.1_14 r351hcdcec82_0 conda-forge r-bit64 0.9_7 r351h96ca727_1000 conda-forge r-bitops 1.0_6 r351h96ca727_1002 conda-forge r-blob 1.1.1 r351_1001 conda-forge r-broom 0.5.1 r351h6115d3f_1000 conda-forge r-callr 3.2.0 r351h6115d3f_0 conda-forge r-caret 6.0_82 r351hcdcec82_0 conda-forge r-cellranger 1.1.0 r351h6115d3f_1001 conda-forge r-class 7.3_15 r351h96ca727_1000 conda-forge r-cli 1.1.0 r351h6115d3f_0 conda-forge r-clipr 0.5.0 r351h6115d3f_0 conda-forge r-codetools 0.2_16 r351h6115d3f_1000 conda-forge r-colorspace 1.4_1 r351hcdcec82_0 conda-forge r-config 0.3 r351h6115d3f_1001 conda-forge r-crayon 1.3.4 r351h6115d3f_1001 conda-forge r-curl 3.3 r351h96ca727_0 conda-forge r-data.table 1.12.0 r351h96ca727_0 conda-forge r-dbi 1.0.0 r351h6115d3f_1001 conda-forge r-dbplyr 1.3.0 r351h6115d3f_1000 conda-forge r-devtools 1.13.6 r351h6115d3f_1 conda-forge r-digest 0.6.18 r351h96ca727_1000 conda-forge r-dplyr 0.8.0.1 r351h29659fb_1000 conda-forge r-ellipsis 0.1.0 r351h96ca727_0 conda-forge r-evaluate 0.13 r351h6115d3f_1 conda-forge r-fansi 0.4.0 r351h96ca727_1000 conda-forge r-forcats 0.4.0 r351h6115d3f_0 conda-forge r-foreach 1.4.4 r351h6115d3f_1001 conda-forge r-forecast 8.2 r351hf484d3e_1001 conda-forge r-forge 0.2.0 r351h6115d3f_0 conda-forge r-fracdiff 1.4_2 r351h96ca727_1002 conda-forge r-fs 1.2.7 r351h0357c0b_0 conda-forge r-generics 0.0.2 r351h6115d3f_1001 conda-forge r-ggplot2 3.1.0 r351h6115d3f_1000 conda-forge r-git2r 0.25.2 r351h5ca76e2_0 conda-forge r-glue 1.3.1 r351hcdcec82_0 conda-forge r-gower 0.2.0 r351h96ca727_0 conda-forge r-gtable 0.3.0 r351h6115d3f_0 conda-forge r-haven 2.1.0 r351h29659fb_0 conda-forge r-hexbin 1.27.2 r351ha65eedd_1002 conda-forge r-highr 0.8 r351h6115d3f_0 conda-forge r-hms 0.4.2 r351h6115d3f_1000 conda-forge r-htmltools 0.3.6 r351hf484d3e_1002 conda-forge r-htmlwidgets 1.2 r351h6115d3f_1000 conda-forge r-httpuv 1.4.5.1 r351hf484d3e_1000 conda-forge r-httr 1.4.0 r351h6115d3f_1000 conda-forge r-ipred 0.9_8 r351h96ca727_1000 conda-forge r-irdisplay 0.7 r351_1000 conda-forge r-irkernel 0.8.15 r351h6115d3f_1001 conda-forge r-iterators 1.0.10 r351h6115d3f_1001 conda-forge r-jsonlite 1.6 r351h96ca727_1000 conda-forge r-kernsmooth 2.23_15 r351ha65eedd_1002 conda-forge r-knitr 1.22 r351h6115d3f_0 conda-forge r-labeling 0.3 r351h6115d3f_1001 conda-forge r-later 0.8.0 r351h29659fb_0 conda-forge r-lattice 0.20_38 r351h96ca727_1000 conda-forge r-lava 1.6.5 r351h6115d3f_0 conda-forge r-lazyeval 0.2.2 r351hcdcec82_0 conda-forge r-lmtest 0.9_36 r351ha65eedd_1000 conda-forge r-lubridate 1.7.4 r351h29659fb_1001 conda-forge r-magrittr 1.5 r351h6115d3f_1001 conda-forge r-markdown 0.9 r351h96ca727_1000 conda-forge r-mass 7.3_51.1 r351h96ca727_1000 conda-forge r-matrix 1.2_17 r351hcdcec82_0 conda-forge r-memoise 1.1.0 r351h6115d3f_1001 conda-forge r-mgcv 1.8_28 r351hcdcec82_0 conda-forge r-mime 0.6 r351h96ca727_1000 conda-forge r-modelmetrics 1.2.2 r351h0357c0b_0 conda-forge r-modelr 0.1.4 r351h6115d3f_0 conda-forge r-munsell 0.5.0 r351h6115d3f_1001 conda-forge r-nlme 3.1_137 r351ha65eedd_1000 conda-forge r-nnet 7.3_12 r351h96ca727_1002 conda-forge r-numderiv 2016.8_1 r351h6115d3f_1001 conda-forge r-nycflights13 1.0.0 r351_1000 conda-forge r-openssl 1.3 r351h9c8475f_0 conda-forge r-pbdzmq 0.3_3 r351h193a840_1000 conda-forge r-pillar 1.3.1 r351h6115d3f_1000 conda-forge r-pkgconfig 2.0.2 r351h6115d3f_1001 conda-forge r-plogr 0.2.0 r351h6115d3f_1001 conda-forge r-plyr 1.8.4 r351h29659fb_1002 conda-forge r-prettyunits 1.0.2 r351h6115d3f_1001 conda-forge r-processx 3.3.0 r351hcdcec82_0 conda-forge r-prodlim 2018.04.18 r351h29659fb_1002 conda-forge r-progress 1.2.0 r351h6115d3f_1002 conda-forge r-promises 1.0.1 r351h29659fb_1000 conda-forge r-ps 1.3.0 r351h96ca727_1000 conda-forge r-purrr 0.3.2 r351hcdcec82_0 conda-forge r-quadprog 1.5_5 r351ha65eedd_1002 conda-forge r-quantmod 0.4_13 r351h6115d3f_1000 conda-forge r-r2d3 0.2.3 r351h6115d3f_1000 conda-forge r-r6 2.4.0 r351h6115d3f_0 conda-forge r-randomforest 4.6_14 r351ha65eedd_1000 conda-forge r-rappdirs 0.3.1 r351h96ca727_1002 conda-forge r-rcolorbrewer 1.1_2 r351h6115d3f_1001 conda-forge r-rcpp 1.0.1 r351h0357c0b_0 conda-forge r-rcpparmadillo 0.9.300.2.0 r351h0357c0b_0 conda-forge r-rcpproll 0.3.0 r351h29659fb_1000 conda-forge r-rcurl 1.95_4.12 r351hcdcec82_0 conda-forge r-readr 1.3.1 r351h29659fb_1000 conda-forge r-readxl 1.3.1 r351h0357c0b_0 conda-forge r-recipes 0.1.5 r351h6115d3f_0 conda-forge r-rematch 1.0.1 r351h6115d3f_1001 conda-forge r-repr 0.19.2 r351h6115d3f_0 conda-forge r-reprex 0.2.1 r351h6115d3f_1000 conda-forge r-reshape2 1.4.3 r351h29659fb_1003 conda-forge r-rlang 0.3.3 r351hcdcec82_0 conda-forge r-rmarkdown 1.11 r351h6115d3f_1000 conda-forge r-rpart 4.1_13 r351h96ca727_1002 conda-forge r-rprojroot 1.3_2 r351h6115d3f_1001 conda-forge r-rsqlite 2.1.1 r351h29659fb_1000 conda-forge r-rstudioapi 0.10 r351h6115d3f_0 conda-forge r-rvest 0.3.2 r351h6115d3f_1001 conda-forge r-scales 1.0.0 r351h29659fb_1001 conda-forge r-selectr 0.4_1 r351h6115d3f_1000 conda-forge r-shiny 1.2.0 r351_1000 conda-forge r-sourcetools 0.1.7 r351hf484d3e_1000 conda-forge r-sparklyr 0.9.4 r351h6115d3f_0 conda-forge r-squarem 2017.10_1 r351h6115d3f_1001 conda-forge r-stringi 1.4.3 r351h0357c0b_0 conda-forge r-stringr 1.4.0 r351h6115d3f_0 conda-forge r-survival 2.43_3 r351h96ca727_1000 conda-forge r-sys 3.1 r351hcdcec82_0 conda-forge r-tibble 2.1.1 r351hcdcec82_0 conda-forge r-tidyr 0.8.3 r351h0357c0b_0 conda-forge r-tidyselect 0.2.5 r351h29659fb_1000 conda-forge r-tidyverse 1.2.1 r351h6115d3f_1001 conda-forge r-timedate 3043.102 r351h6115d3f_1000 conda-forge r-tinytex 0.11 r351h6115d3f_0 conda-forge r-tseries 0.10_46 r351h9ac9557_1000 conda-forge r-ttr 0.23_4 r351ha65eedd_1000 conda-forge r-utf8 1.1.4 r351h96ca727_1000 conda-forge r-uuid 0.1_2 r351h96ca727_1001 conda-forge r-viridislite 0.3.0 r351h6115d3f_1001 conda-forge r-whisker 0.3_2 r351h6115d3f_1001 conda-forge r-withr 2.1.2 r351h6115d3f_1000 conda-forge r-xfun 0.5 r351h6115d3f_0 conda-forge r-xml2 1.2.0 r351h29659fb_1002 conda-forge r-xtable 1.8_3 r351_2000 conda-forge r-xts 0.11_1 r351h96ca727_1000 conda-forge r-yaml 2.2.0 r351h96ca727_1001 conda-forge r-zoo 1.8_5 r351hcdcec82_0 conda-forge readline 7.0 hf8c457e_1001 conda-forge requests 2.21.0 py37_1000 conda-forge requests-oauthlib 1.2.0 pypi_0 pypi retrying 1.3.3 pypi_0 pypi rpy2 2.9.4 py37r351h941a26a_1 conda-forge ruamel_yaml 0.15.71 py37h14c3975_1000 conda-forge runipy 0.1.5 pypi_0 pypi scikit-image 0.14.2 py37hf484d3e_1 conda-forge scikit-learn 0.20.3 py37ha8026db_1 conda-forge scipy 1.2.1 py37h09a28d5_1 conda-forge seaborn 0.9.0 py_0 conda-forge send2trash 1.5.0 py_0 conda-forge setuptools 40.8.0 py37_0 conda-forge singledispatch 3.4.0.3 pypi_0 pypi sip 4.18.1 py37hf484d3e_1000 conda-forge six 1.12.0 py37_1000 conda-forge sortedcontainers 2.1.0 py_0 conda-forge soupsieve 1.9 py37_0 conda-forge sqlalchemy 1.3.2 py37h516909a_0 conda-forge sqlite 3.26.0 h67949de_1001 conda-forge statsmodels 0.9.0 py37h3010b51_1000 conda-forge sympy 1.3 py37_1000 conda-forge ta-lib 0.4.17 pypi_0 pypi tabulate 0.8.3 pypi_0 pypi tblib 1.3.2 py_1 conda-forge terminado 0.8.2 py37_0 conda-forge testpath 0.4.2 py_1001 conda-forge textblob 0.15.3 pypi_0 pypi tini 0.18.0 h14c3975_1001 conda-forge tk 8.6.9 h84994c4_1000 conda-forge tktable 2.10 h14c3975_0 defaults toolz 0.9.0 py_1 conda-forge tornado 6.0.2 py37h516909a_0 conda-forge traitlets 4.3.2 py37_1000 conda-forge traittypes 0.2.1 pypi_0 pypi tweepy 3.7.0 pypi_0 pypi tzlocal 1.5.1 py_0 conda-forge update-checker 0.16 pypi_0 pypi urllib3 1.24.1 py37_1000 conda-forge vincent 0.4.4 py_1 conda-forge wcwidth 0.1.7 py_1 conda-forge webencodings 0.5.1 py_1 conda-forge websocket-client 0.56.0 pypi_0 pypi wheel 0.33.1 py37_0 conda-forge widgetsnbextension 3.4.2 py37_1000 conda-forge wrapt 1.11.1 pypi_0 pypi xlrd 1.2.0 py_0 conda-forge xorg-kbproto 1.0.7 h14c3975_1002 conda-forge xorg-libice 1.0.9 h516909a_1004 conda-forge xorg-libsm 1.2.3 h84519dc_1000 conda-forge xorg-libx11 1.6.7 h14c3975_1000 conda-forge xorg-libxau 1.0.9 h14c3975_0 conda-forge xorg-libxdmcp 1.1.3 h516909a_0 conda-forge xorg-libxext 1.3.4 h516909a_0 conda-forge xorg-libxrender 0.9.10 h516909a_1002 conda-forge xorg-renderproto 0.11.1 h14c3975_1002 conda-forge xorg-xextproto 7.3.0 h14c3975_1002 conda-forge xorg-xproto 7.0.31 h14c3975_1007 conda-forge xz 5.2.4 h14c3975_1001 conda-forge yaml 0.1.7 h14c3975_1001 conda-forge yarl 1.1.0 pypi_0 pypi zeromq 4.2.5 hf484d3e_1006 conda-forge zict 0.1.4 py_0 conda-forge zlib 1.2.11 h14c3975_1004 conda-forge
tambien incluye paquetes de jupyterlab
JupyterLab v0.35.4
Known labextensions:
app dir: /opt/conda/share/jupyter/lab
@jupyter-widgets/jupyterlab-manager v0.38.1 enabled OK
@jupyterlab/hub-extension v0.12.0 enabled OK
bqplot v0.4.5 enabled OK
jupyterlab_bokeh v0.6.3 enabled OK
para arrancar el docker vale con
docker run -it --rm -p 10000:8888 -v "$PWD":/home/jovyan/work eltiotino/version2
Os dejo un video de la instalación
Espero que lo disfruteis.
Un saludo
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