To be able to use a specific platform’s service you need to add the corresponding decorator on top of the function that is being tracked. We will illustrate the use of knockknockfor Discord and Slack, which I believe to be amongst the most used platforms by many teams to discuss and share information. The whole list can be found here.Īlso, the installation can be done with a single pip command as follow. At the time of writing this article, the notification setup can be performed on twelve different platforms such as Slack, Email, Telegram, Microsoft Teams, Discord, SMS, etc. It aims to send notifications to the users, informing them of the status of their function (e.g.model training status as stated previously). Knockknock is a notification open-source library from hugging face. In this article, you will understand what knockknock is and its illustration through some examples. Wouldn’t be great if you could set up an automatic notification system in order to get informed on the status of your task, whether it crashes or is completed successfully? It is in this perspective that knockknockoperates. Also, you could probably deal with different troubleshooting until the overall training process is completed, which can make it difficult to focus on other tasks, thus becoming less productive. Some tasks take time to finish, and this is especially true for Machine Learning models training because it is not obvious to have an exact estimate of when the training will finish. Photo by Jonas Lee on Unsplash Introduction
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