How do you access your data from within Colab? However, Colab provides various options to connect to almost any data source you can imagine. Let us see how. You can either clone an entire GitHub repository to your Colab environment or access individual files from their raw link. You can clone a GitHub repository into your Colab environment in the same way as you would in your local machine, using git clone. Once the repository is cloned, refresh the file-explorer to browse through its contents.
In case you just have to work with a few files rather than the entire repository, you can load them directly from GitHub without needing to clone the repository to Colab. You can read from or write to your local file system either using the file-explorer, or Python code:. You can either use the upload option at the top of the file-explorer pane to upload any file s from your local file system to Colab in the present working directory.
Wait for the upload to complete. The upload progress is shown at the bottom of the file-explorer pane. This step requires you to first import the files module from the google. Select the file s you wish to upload, and then wait for the upload to complete.
The upload progress is displayed:. The download method of the files object can be used to download any file from colab to your local drive. The download progress is displayed, and once the download completes, you can choose where to save it in your local machine. You can use the drive module from google. Now you can interact with your Google Drive as if it was a folder in your Colab environment.
Any changes to this folder will reflect directly in your Google Drive. You can read the files in your Google Drive as any other file. This will create a file in your Google Drive, and will be visible in the file-explorer pane once you refresh it:. You need to first authenticate the Google account to be linked with Colab by running the code below:. Post as a guest Name. Email Required, but never shown. The Overflow Blog.
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