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Competitors benchmark 2024‐02
Juan Luis Cano Rodríguez edited this page Oct 7, 2024
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1 revision
(Comes from https://github.com/kedro-org/kedro-viz/issues/1750)
| Feature | Is this on Kedro-Viz ? | Affects Kedro users? | Valuable to Kedro users ? | Will impact adoption ? | Decision | Type | Github link | Status |
|---|---|---|---|---|---|---|---|---|
| Metaflow - Card | Yes (with Vizro integrated with Kedro) | Yes | Yes | Yes | Yes (plugins) | Big bet | #1457 | |
| dbt - Filtering/syntax selection, Dagster graph filtering | Yes - in side panel but very limited | Yes | Yes | Yes | Yes | Big bet | #1784 | Ongoing |
| Dagster - Re-materialise/backfill data from the graph - Run node/pipeline | No | Yes | Yes | Yes | Yes (ability to run node/pipeline, parameter editor from the UI) | Big bet | #1753 #1279 | |
| Dagster - Re-materialise/backfill data from the graph | Yes - autoreload flag (but not on UI) | Yes | Yes | Maybe | Yes (improve autoreload time and consider showing it in the flowchart) | Improve | #1751 #1704 | |
| Metaflow - Navigation bar/path specific URL | No | Yes | Yes | Yes | Yes | Improve | #1736 | Ongoing |
| dbt - Docs + Lineage graph | No | Yes | Yes | Yes | Yes | Improve | ||
| Dagster - Tags and icons | Yes | Yes | Yes | No (engagement) | Yes (improve existing feature) | Improve | #1148 | |
| dbt - Color coding nodes | No | Yes | Yes. Only if combined with better filtering and layers | No (engagement) | Maybe | Improve | ||
| Dagster - Asset groups, expand/collapse all | Yes | Yes | Yes | Maybe | Maybe (improve existing feature) | Improve | #1752 | Ongoing |
| DVC - Experiment tracking using GIT | No | Yes - 1 user for kedro-mlflow
|
Yes | Yes | No | N/A | ||
| Dagster - Left side bar and search field | Yes - sidebar Yes-search field | No / No | Yes / Yes (improving) | No/ No (engagement) | No | N/A |