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**Is your feature request related to a problem? Please describe.**
When building Docker images for a private Docker registry, Docker authentication is required. However, since BentoML uses `docker.A…
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**Describe the bug**
I have a Yatai-Service configured with S3 Minio and local Database (Note - I would normally use PostgresSQL - but cannot do that at the moment due to some other unrelated issue).…
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**Is your feature request related to a problem? Please describe.**
SQL Server Machine Learning Services allow running Python scripts within the database
https://docs.microsoft.com/en-us/sql/machin…
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The deployment on Heroku was a bumpy ride. Initially I encountered the following error:
> ERROR: Could not find a version that satisfies the requirement torchvision==0.7.0+cpu (from -r ./requirement…
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**Describe the bug**
Running a very deep Keras Inference causes the server to timeout and stop. I process thousands of patches and watching the logs, it's working just fine. RAM is not an issue eithe…
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Add `labels` concept to BentoML bundle and YataiService. Labels are key/value pairs that are attached to a BentoML saved bundle, similar to the `labels` concept in Kubernetes: https://kubernetes.io/do…
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**Describe the bug**
I expected ``DataframeInput``/``DataframeOutput`` to keep dataframe indices, but this does not happen.
**To Reproduce**
I'll take the example code I've been using for other b…
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**Describe the bug**
When using the `ImageInput` adapter, the `type` of the object is `` rather than ``
**To Reproduce**
1. Create a simple service that includes something like:
```
@ben…
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**Is your feature request related to a problem? Please describe.**
Currently, besides the file system API(local, NFS, AWS EFS, or any cloud storage with POSIX support), the only object storage that…
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When `auto_pip_dependencies=True` is turned on, the way BentoML search pip dependencies is by parsing the python file that defines the BentoService class, related code can be found here in [pip_pkg.py…