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EP2015 Conda lightning

Sponsored · Ship Features Fearlessly Turn features on and off without deploys. Used by thousands of Ruby developers. →
Avatar for Christine Doig Christine Doig
July 24, 2015
Technology
580
2

EP2015 Conda lightning

"Keep Calm and Conda Install" lightning talk

Avatar for Christine Doig

Christine Doig

July 24, 2015

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Transcript

  1. None

  2. CONDA PACKAGE AND ENVIRONMENT MANAGER LANGUAGE AGNOSTIC CROSS-PLATFORM

  3. CO NDA INSTALL PYTHO N=3.4 M O NG O DB

    PYTHO N=2.7 R SPARK NUTCH R-M ATRIX PANDAS NUM PY FLASK NO DE

  4. ANACONDA MINICONDA PYTHON CONDA PACKAGES PYTHON CONDA a bunch of

  5. CONDA VS PIP(+VIRTUALENV) CONDA PIP Language agnostic Python packages handles

    environments ! natively virtualenv installs binaries compiles from source general purpose ! envs python! envs

  6. CONDA + PIP $ CONDA INSTALL PIP $ PIP INSTALL

    FOO

  7. ANACONDA.ORG ~GITHUB FOR BINARY PACKAGES CHANNELS

  8. ENVIRONMENT.YML name: myenv channels: - chdoig - r - foo

    dependecies: - python=2.7 - r - pandas - mongodb - spark=1.5 - pip - pip: - flask-migrate - bar

  9. $ CONDA ENV CREATE $ SOURCE ACTIVATE MYENV CREATE AND

    ACTIVATE

  10. CONTINUUM.IO/BLOG/CONDA-DATA-SCIENCE CONDA.PYDATA.ORG

  11. None