Hello!
First of all, congrats for the platform and the concept of the feature store! I like it, even though it isn’t easy to understand at the beginning.
This last weeks i had several problems with the platform when uploading data.
- When i upload the data in the feature groups many times it keeps hanging the connection, until i have some timeout. Mainly it happens when uploading the Dataframe. I share screenshots run on modal.com
- IN the next i add the photo 1
- When uploading large models or photos (a photo of the predictions in the inference offline pipeline) to hopsworks I get many times this error:
- In the next i embed the photo 2
The main problem I have is that with photos sometimes doesn’t work (like how i show in the photos). In the case of the photos i use for example:
dataset_api = project.get_dataset_api()
dataset_api.upload("./scatter_plot.png", "Resources/images", overwrite=True)
In the case of the model is even worse, as i can never upload it. I attach the model uploaded in huggingface:
I literally always throws the same error. In that case i use the following commands:
mr = project.get_model_registry()
hopsworks_model = mr.python.create_model(
name="my_model",
model_schema=model_schema,
description="My model"
)
import pickle
pickle.dump(model_1, open("model.pkl", "wb"))
hopsworks_model.save("model.pkl")
It would awesome if you could add some indicative errors logs such what I am doing wrong or anything, because this current errors doesn’t show what i am doing wrong, if i am doing something wrong.
Thank you!
