I have been using Google Colab to deploy all my Kivy Applications to Android but i’ve been running into one problem . Because I work with very slow internet connection , Downloading files from google colab takes a while to do .My connection to the colab runtime would always fall and the downloading the deployed apk would always fail almost all the time .
So I’ve been looking for ways of making the downloading part the easier for me and I’ve found a very fitting solution ,Moving all my colab files to the cloud , Google drive .
Mounting Google Drive in Google Colab allows you to access your Drive files from within a Colab notebook. This can be useful for loading data, saving results, and sharing files with others.
To mount Google Drive in Colab, you can use the following code:
from google.colab import drive drive.mount('/content/gdrive')
This will open a link in your browser where you can authorize Colab to access your Drive account. Once you have authorized access, your Drive will be mounted at the /content/gdrive directory in your Colab runtime.
You can then access your Drive files by navigating to the /content/gdrive directory in your Colab notebook. For example, to load a file called my_data.csv from your Drive, you would use the following code:
import pandas as pd df = pd.read_csv('/content/gdrive/My Drive/my_data.csv')
To save a file to your Drive, you can use the following code:
df.to_csv('/content/gdrive/My Drive/my_results.csv', index=False)
You can also share files with others by providing them with the link to the file in your Drive.
Once you are finished using your Drive files, you can unmount your Drive by running the following code:
This will disconnect Colab from your Drive account and remove the /content/gdrive directory from your Colab runtime.
Benefits of mounting Google Drive in Google Colab
There are several benefits to mounting Google Drive in Google Colab:
Convenience: You can access your Drive files from within your Colab notebook without having to download them to your local machine.
Collaboration: You can share Drive files with others, making it easy to work on projects together.
Scalability: Colab notebooks can use GPUs and other cloud resources to train and deploy large machine learning models.
Mounting your Drive allows you to easily load and save data and models for these models.
When i’ve deployed my app successfully ,i mount gooledrive to my colab runtime and i copy my project files into the mounted directory . After doing this i can close my colab and get my apk from My google Drive . Its simple and is easy to do .
Copying your project files to Google Drive is a convenient and easy way to back up your project files and access them from any device. It is a great option for developers who want to be able to work on their projects from anywhere.
Mounting Google Drive in Google Colab is a convenient and powerful way to access and manage your Drive files from within your Colab notebooks. It is a great option for data scientists and machine learning engineers who want to take advantage of Colab’s cloud resources.