Hi guys,
I'm looking for an MLflow example that:
...
# questionse
Ecram
05/08/2025, 10:35 PMHi guys,
I'm looking for an MLflow example that:
1. The client makes the query to my MLflow service in Databricks.
2. Within my ModelWrapper(), I receive the data to query a Databricks table.
3. The query returns the data needed to execute my model.
4. The MLflow returns the model's response.
I can't run the query before it enters my MLflow, as it's in a different environment. That's why I need to run the query from my MLflow. Someone have an example?
👀 1
j
Juan Luis
05/09/2025, 3:18 PMhi @Ecram, just to clarify - is your question about MLflow Serving? or what do you mean by "querying the MLflow service"?
e
Ecram
05/12/2025, 7:53 PMHi @Juan Luis, is about MLflow Serving.
Ecram
05/12/2025, 7:54 PMI'm looking for a working example or guidance on how to achieve the following with MLflow and Databricks:
1. I have an MLflow model deployed in Databricks, accessible via the REST API.
2. The client sends a request to the model endpoint, including some input (e.g., an ID or filter parameters).
3. Inside the
ModelWrapperpyfuncj
Juan Luis
05/13/2025, 7:07 AMand to clarify, where in this sequence would you be using Kedro?
e
Ecram
05/13/2025, 6:34 PMAt inference time, the model is deployed via MLflow in Azure Databricks, and we access our production tables (also hosted in Azure Databricks) from within the
ModelWrapper2 Views