December 24, 2021
DATRICS UPDATES V1.2.12

Deployments, first user experience, and performance

Improved deployments

In this version, we created the pipeline deployments from scratch by introducing a new fault-tolerant and reliable architecture. Now enterprise users can run pipelines in production in a separate computation cluster that gives better performance and stability.

Also, system administrators can set up rate limits and retries to have better reliability and stability of deployed pipelines under the load.

Updated first user experience

We've updated the way how you start adding data to the canvas. We've created a new flow of connecting your data source and changed the look and feel of the data previewer.

Improved performance of bricks

Bricks "encoding", "missing values treatment", "parse list" and "parse JSON" became 5 times faster. Also, we've implemented more than 50 stability fixes for the other bricks.

Check out our previous updates

Datrics Updates: Stability, performance and improved binning

Stability, performance and improved binning

Freezing in Parse List and Parse JSONThe functionality for working with JSONs and Lists now has the freezing option. This allows to train the pipeline to produce set number and names of features, even with the new data that's different to the previous data set. Working with deployed pipelines that consist of those bricks had become easier.
Datrics Updates: Stability, performance and improved binning

Models explainability, transformers, and automated data preparation

Models explainability, transformers, and automated data preparation in the release of the no code analytics platform
Datrics Updates: Better UX, New data uploader and Auto ML

Better UX, New data uploader and Auto ML

Added TimeSeries Forecasting brick which supports stratification and may be used for the time series forecasting without complex settings.
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