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dev.md

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### For Developers
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1. Install [VirtualBox](https://www.virtualbox.org/) and [Vagrant](https://www.vagrantup.com/) on a computer with a relatively large memory size.
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1. Install [VirtualBox](https://www.virtualbox.org/) and [Vagrant](https://www.vagrantup.com/) on a computer with a relatively large memory size. As a recommendation, a host with 16G memory and 8 cores is preferred.
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1. Clone and update `SQLFlow playground` project.
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```bash
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git clone https://github.com/sql-machine-learning/playground.git
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cd playground
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git submodule update --init
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```
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1. Run the `play.sh` under playgound's root directory. This script will guide you to install SQLFlow on a virtualbox VM. If you have a slow Internet connection to Vagrant Cloud, you might want to download the Ubuntu VirtualBox image manually from some mirror sites into `~/.cache/sqlflow/` before running the above script. We use `get -c` here for continuing get the file from last breakpoint, so if this command fail, just re-run it.
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1. Run the `play.sh` under playgound's root directory. This script will guide you to install SQLFlow on a virtualbox VM. If you have a slow Internet connection to Vagrant Cloud, you might want to download the Ubuntu VirtualBox image manually from some mirror sites into `~/.cache/sqlflow/` before running the above script. We use `wget -c` here for continuing get the file from last breakpoint, so if this command fail, just re-run it.
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```bash
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# download Vagrant image manually, optional
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mkdir -p $HOME/.cache/sqlflow

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