DashAI
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Project: Dataset Reworks and Converters
Summary
Added Data Converter and Data Lookup FrontEnd.
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Type of change
- Front end new feature.
Changes
Feature 1: Added a view for DataConverters, to apply DataConverters to a Dataset, to then asynchronously apply all the selected Converters in the Dataset. The selection of the parameters in a schema is not implemented in FrontEnd yet. Feature 2: Added a view for DataLookup. It just contains the DataSummary of the Dataset yet, is planned to then implement more information of the dataset, for example more detailed information about a column (like its mean, min, max or a plot of its distribution).
How to Test
This PR is more focused in FrontEnd. The PRs related to BackEnd of Data Studio (specifically for converters) are being made by @Lucas-CE
Screenshots
Notes
To considerate afterwards, I was thinking in the next things to do related with the FrontEnd of DataConverters and DataLookup:
-I considered that to get the concept of DataStudio, it would proper to have the DataConverter and DataLookup, making the DataStudio a concept to envolve those two views.
-I observed the recent work of @nataliabarca in thinking in a flow for Explainers of a Experiment. I believe that there could be a parallelism between the Explainers to Explain an Experiment and the DataLookup to explain a Dataset.
-Related to the previous point, maybe there could be a refactor in the future to recycle Components that could participate in both flows (the one related to Dataset and the other related to its Experiments). Furthermore, i based my work for the DataSummary in the work made by @MillarayVVS, there could be a refactor in the future to have a component with the DataSummary available for all the flows that would use it.
-To apply the converters in the future asynchronously, i was thinking in something in a flow like this (made in figma):