Optimize initialization process for DataTables
オープン
enhancement
- 主要言語
- Python
- スター
- 155
- フォーク
- 24
- PR マージ指標
- 30日以内にマージされた PR はありません
説明
An initial comparison between the time it takes to create a Woodwork DataTable and a Featuretools Entity was performed using a large dataframe from the predict-next-purchase demo. If Woodwork DataTables are used to replace Featuretools Entities, the performance should be comparable.
Creating a Featuretools Entity, using `EntitySet.entity_from_dataframe` took 56 seconds. Creating a DataTable with the same input took 74 seconds (+32%). We should do performance profiling to identify the areas where Woodwork is slower, and work to improve the speed with which a DataTable can be created.
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