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Data Version Control Example (DVC)\nSource: [dvc.org](https://dvc.org/doc/start)\n\n### Project Setup\n\n#### Init Git\n```bash\ngit init\n```\n\n#### Init DVC\n```bash\ndvc init\n\ngit status\ngit commit -m \"Initialize DVC\"\ngit push\n```\n\n#### Add some data to the project\n```bash\nmkdir data\n# Add .csv file to data/\n```\n\n### Configuring a dvc remote storage\n\n#### Add dvc data storage remote (Google Drive as example)\n```bash\n# copy ID of your folder drive.google.com/drive/folders/[ID]\n# you will need to authenticate and allow dvc to access that folder\ndvc remote add -d storage gdrive://[ID]\n\ngit commit .dvc/config -m \"Configure remote storage\"\ngit push\n```\n\n### Adding and pushing data to dvc remote storage\n\n#### Add data to dvc\n```bash\ndvc add data/data.csv\n# This .csv file will be automaticaly added to .gitignore\n```\n\n#### Push data to dvc\n```bash\ndvc push\n```\n\n#### Push changes to git\n```bash\ngit add data/data.csv.dvc\ngit add data/.gitignore\ngit commit -m \"Add raw data\"\ngit push\n```\n\n### Pulling data from dvc storage\nFor example we remove our file.\n\n```bash\nrm -f data/data.csv\nrm -rf .dvc/cache\n```\n\nLet's pull from dvc.\n\n```bash\ndvc pull\n```\n\n### Making local changes\n\n```bash\nmkdir tmp\ncp data/data.csv tmp/data.csv\ncat tmp/data.csv \u003e\u003e data/data.csv\nls -lh data\n```\n\n```bash\ndvc add data/data.csv\ngit add data/data.csv.dvc\ngit commit -m \"Dataset updates\"\ndvc push\n```\n\n### Restoring changes\nCheck changes:\n```bash\ngit log --online\n```\n\nRestore changes:\n```bash\n# Make sure to checkout data/data.csv.dvc and not data/data.csv !\ngit checkout HEAD^1 data/data.csv.dvc\ndvc checkout\n```\n\nVerify:\n```bash\nls -lh data\n```\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fblaz-cerpnjak%2Fdvc-git-example","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fblaz-cerpnjak%2Fdvc-git-example","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fblaz-cerpnjak%2Fdvc-git-example/lists"}