Microsoft has introduced that GitHub Copilot is now built-in with Knowledge Wrangler, an extension for VS Code for viewing, cleansing, and making ready information.
By integrating GitHub Copilot capabilities into the instrument, customers will now have the ability to wash and remodel information in VS Code with pure language prompts. It is going to additionally have the ability to present ideas of how one can repair errors in information transformation code.
In keeping with Microsoft, one of many present limitations of utilizing AI for exploratory information evaluation is that the AI typically lacks context of the information, resulting in extra generalized responses. Additional, the method of verifying that the generated code is appropriate could be a very guide and time-consuming course of.
The combination of Knowledge Wrangler and GitHub Copilot addresses these points as a result of it permits the person to supply GitHub Copilot with information context, enabling the instrument to generate code for a particular dataset. It additionally gives a preview of the habits of the code, which permits customers to visually validate the response.
Some examples of how GitHub Copilot can be utilized in Knowledge Wrangler embody formatting a datetime column, eradicating columns with over 40% lacking values, or fixing an error in an information transformation — all utilizing pure language prompts.
Utilizing this new integration would require having the Knowledge Wrangler VS Code extension, the GitHub Copilot VS code extension, and an lively GitHub Copilot subscription.
Microsoft additionally introduced that that is simply the primary of many Copilot enhancements deliberate for Knowledge Wrangler, and extra performance will probably be added sooner or later.
