deploy-ml-fastapi-redis-docker | Deploy and scale machine learning models with FastAPI | Continuous Deployment library
kandi X-RAY | deploy-ml-fastapi-redis-docker Summary
kandi X-RAY | deploy-ml-fastapi-redis-docker Summary
Deploy and scale machine learning models with FastAPI, Redis and Docker
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Top functions reviewed by kandi - BETA
- Classify images from Redis
- Decode a base64 image
- Predict class
- Preprocess an image
deploy-ml-fastapi-redis-docker Key Features
deploy-ml-fastapi-redis-docker Examples and Code Snippets
Community Discussions
Trending Discussions on deploy-ml-fastapi-redis-docker
QUESTION
I want to implement something similar to this, where the custom function classify_process()
continuously asks a Redis db for new entries.
Can this be done a regular SQL table? The db.pipeline()
seems to be Redis-specific, so I'm not sure how to imitate this functionality on a SQL db.
My goal is to check one table for new rows, and if there's a new row, run a prediction using a ML model.
QUESTION: How can I continously check if there are any new records in a MS SQL table (which has an interger ID column that automatically increments) and then trigger a function?
My idea of what has to happen using sqlalchemy
:
ANSWER
Answered 2020-Nov-26 at 16:34With an auto-incrementing integer (IDENTITY(1,1)
) primary key you would check for new rows by looking up the largest PK value …
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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No vulnerabilities reported
Install deploy-ml-fastapi-redis-docker
You can use deploy-ml-fastapi-redis-docker like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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