Upgrade to Pro — share decks privately, control downloads, hide ads and more …

EP2015 Conda lightning

Avatar for Christine Doig Christine Doig
July 24, 2015
Technology
2
540

EP2015 Conda lightning

"Keep Calm and Conda Install" lightning talk
Avatar for Christine Doig

Christine Doig

July 24, 2015
Tweet

More Decks by Christine Doig

See All by Christine Doig
PyCon Colombia 2018
Avatar for Christine Doig chdoig
3
1.5k
RL PyTexas 2017
Avatar for Christine Doig chdoig
5
860
Anaconda Project and JupyterLab
Avatar for Christine Doig chdoig
2
450
Anaconda Fusion
Avatar for Christine Doig chdoig
0
670
GeoRodeo 2017 Anaconda
Avatar for Christine Doig chdoig
0
2.8k
Anaconda Project
Avatar for Christine Doig chdoig
1
380
Embracing Open Data Science in Your Organization
Avatar for Christine Doig chdoig
0
550
Scaling DS in Python
Avatar for Christine Doig chdoig
6
1.6k
Navigating the Data Science Python Ecosystem
Avatar for Christine Doig chdoig
4
1.1k

Other Decks in Technology

See All in Technology
Cursorをﾁｮｯﾊﾟﾔインタビューライターにチューニングする方法 / how to tuning cursor for interview write
Avatar for ShuzoN shuzon
2
250
newmo の創業を支える Software Architecture と Platform Engineering
Avatar for Yuki Ito 110y
5
550
Oracle Base Database Service 技術詳細
Avatar for oracle4engineer oracle4engineer
PRO
8
64k
本当に必要なのは「QAという技術」だった！試行錯誤から生まれた、品質とデリバリーの両取りアプローチ / Turns Out, "QA as a Discipline" Was the Key!
Avatar for ar_tama ar_tama
9
4.7k
名単体テスト 禁断の傀儡（モック）
Avatar for iwamot iwamot
PRO
1
290
Software Architecture in an AI-Driven World
Avatar for AGAWA Koji atty303
48
17k
分解し、導き、託す ログラスにおける“技術でリードする” 実践の記録
Avatar for Hiroto Ryushima hryushm
0
430
dbtとリバースETLでデータ連携の複雑さに立ち向かう
Avatar for Toru Morooka morookacube
0
940
AI駆動で進化する開発プロセス ～クラスメソッドでの実践と成功事例～ / aidd-in-classmethod
Avatar for tomoki10 tomoki10
1
1.2k
使えるデータ基盤を作る技術選定の秘訣 / selecting-the-right-data-technology
Avatar for pei0804 pei0804
9
1.5k
雑に疎通確認だけしたい...せや！CloudShell使ったろ！
Avatar for Ryotaro Harada alchemy1115
0
230
問 1：以下のコンパイラを証明せよ（予告編） #kernelvm / Kernel VM Study Kansai 11th
Avatar for y_taka_23 ytaka23
3
590

Featured

See All Featured
How to Create Impact in a Changing Tech Landscape [PerfNow 2023]
Avatar for Tammy Everts tammyeverts
52
2.5k
How GitHub (no longer) Works
Avatar for Zach Holman holman
314
140k
Building Flexible Design Systems
Avatar for Yesenia Perez-Cruz yeseniaperezcruz
329
39k
How STYLIGHT went responsive
Avatar for nonsquared nonsquared
100
5.5k
Learning to Love Humans: Emotional Interface Design
Avatar for Aarron Walter aarron
273
40k
RailsConf & Balkan Ruby 2019: The Past, Present, and Future of Rails at GitHub
Avatar for Eileen M. Uchitelle eileencodes
137
33k
Exploring the Power of Turbo Streams & Action Cable | RailsConf2023
Avatar for Kevin Liebholz kevinliebholz
32
5.6k
What’s in a name? Adding method to the madness
Avatar for Product Marketing Alliance productmarketing
PRO
22
3.4k
Optimising Largest Contentful Paint
Avatar for Harry Roberts csswizardry
37
3.2k
Writing Fast Ruby
Avatar for Erik Berlin sferik
628
61k
jQuery: Nuts, Bolts and Bling
Avatar for Doug Neiner dougneiner
63
7.7k
Mobile First: as difficult as doing things right
Avatar for Swwweet swwweet
223
9.6k

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