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Improve the load time of autoreload #1751

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NeroOkwa opened this issue Feb 14, 2024 · 0 comments
Open

Improve the load time of autoreload #1751

NeroOkwa opened this issue Feb 14, 2024 · 0 comments

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@NeroOkwa
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NeroOkwa commented Feb 14, 2024

Description

There is a need to improve the speed of updating the Kedro-Viz UI when using the autoreload flag to below 10 seconds. A rendering time of 35 seconds is a pain point, and can create a performance perception.

Context

This was highlighted in #1750, and also by a slack user -

"In your experience, do you think that these warnings can slow down the rendering of Kedro visualization? It takes about 35 seconds to render, and my project is not that big yet. Is 35 seconds a typical time to render?"

"Yes I'm aware of autoreload! Thanks. But the reload takes a long time too! I have PickleDatasets, CSVDataset, ParquetDataset and a custom dataset that loads and saves SentenceTransformer models."

@NeroOkwa NeroOkwa changed the title Improve the load speed of autoreload. Improve the load time of autoreload. Feb 14, 2024
@astrojuanlu astrojuanlu changed the title Improve the load time of autoreload. Improve the load time of autoreload Oct 23, 2024
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