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        "author": "Yaroslav Bulatov, Andrew Shaw, Ben Mann",
        "author_email": "yaroslavvb@gmail.com",
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            "License :: OSI Approved :: MIT License",
            "Operating System :: OS Independent",
            "Programming Language :: Python :: 3"
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        "description": "# ncluster\nBy Yaroslav Bulatov, Andrew Shaw, Ben Mann\nhttps://github.com/cybertronai/ncluster\n\nNcluster provides Python API to do the following things:\n- Allocate AWS machine\n- Upload file to machine\n- Run command on machine\n- Download file from machine\n\nIE\n\n```\nimport ncluster\ntask = ncluster.make_task(instance_type='p2.xlarge')\ntask.upload('myscript.py')\ntask.run('python myscript.py > out')\ntask.download('out')\n```\n\nNecessary AWS infrastructure is created on demand using defaults optimal for fast prototyping. IE, your machines are preconfigured for passwordless SSH, can access each other over all interfaces, and have a persistent file system mounted under /ncluster. Commands are executed in a remote tmux session so you can take over the environment at any time and continue from your terminal.  \n\n\n## Installation\nInstall pip, tmux, Python 3.6 (see below), and [write down](https://docs.google.com/document/d/1Z8lCZVWXs7XORbiNmBAsBDtouV3KwrtH8-UL5M-zHus/edit) your AWS security keys, then\n\n```\npip install -r https://raw.githubusercontent.com/yaroslavvb/ncluster/master/requirements.txt\npip install -U ncluster\nexport AWS_ACCESS_KEY_ID=AKIAIBATdf343\nexport AWS_SECRET_ACCESS_KEY=z7yKEP/RhO3Olk343aiP\nexport AWS_DEFAULT_REGION=us-east-1\n```\n\n\n\n## Command-line tools\n\n```\nncluster\nncluster ls\nncluster hosts\nncluster ls\nncluster ls <substring>\nncluster ssh # connects to latest instance\nncluster ssh <substring>  # connects to latest instance containing <substring>\nncluster ssh \\'<exact match>\\'\nncluster mosh <substring> \nncluster kill <substring>    # terminates matching instances\nncluster kill \\'<exact match>\\'\nncluster stop <substring>    # stops matching instances\nncluster start <substring>   # starts matching stopped instances\nncluster nano       # starts a tiny instance\nncluster keys   # information on enabling SSH access for your team-members\n\nncluster ssh_    # like ssh but works on dumb terminals\nncluster ls     \nncluster cat <fn>\nncluster cmd \"some command to run remotely on AWS\"\n\nncluster efs   # gives EFS info such as the mount command\n\nnsync -m gpubox\nnsync -m gpubox -d transformer-xl\n\nnsync -d {target directory} -m {machine name substring}\n\nnsync -m gpubox # syncs . to ~ on gpubox\nnsync -d transformer-xl -m 4gpubox  # syncs . to ~/transformer-xl on 4gpubox\n\n\n{substring} selects the most recently launched instances whose name contains the substring. Empty string is a valid substring. Skipping -t will sync to ~ on remote machine. Sync seems to be 1 way (from local -> remote)\n```\n\n## Docs\n- Some out-of-date docs with more info [docs](https://docs.google.com/document/d/178ITRCAkboHoOEZFnz9XvOsc8lXik6Acz_DS_V1u8hY/edit?usp=sharing)\n\n### Extra\nAn example of installing pip/tmux/python 3.6 on MacOS\n\n1. Download Anaconda distribution following https://conda.io/docs/user-guide/install/index.html\n2. Install tmux through homebrew: https://brew.sh/, then `brew install tmux`\n\nThen\n\n```\nconda create -n new python=3.6 -y\nconda activate new\n```\n\nExtra Deps:\n```\nbrew install fswatch\n```\n\n\n",
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