example: add time-series models with statsmodels #4979
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Hi @xianml, as per your suggestion I have created the same arima model example using bentoml >=1.2, please help to review. Regards! |
jsamantaucd
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aarnphm
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jianshen92
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Oct 23, 2024
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| saved_model = bentoml.picklable_model.save_model( | ||
| "arima_forecast_model", | ||
| model, | ||
| signatures={"predict": {"batchable": True}}, | ||
| ) |
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The recommended API here is using bentoml.models.create with our latest API. https://docs.bentoml.org/en/latest/guides/model-store.html
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Hi @jsamantaucd We are preparing to restructure the examples and do not accept new framework-specific examples. You can make it in a standalone repository and we can link it in our README, thanks. |
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Feature request
I have implemented and tested a feature that trains a time series model - ARIMA and serves it using BentoML's custom runner to make predictions.
Motivation
I believe it would be a nice guide to someone exploring time series models with custom runner implementation for models like ARIMA.
Others:
This feature was tested on Bentoml v1.2.16