- 3411 Views
- 1 replies
- 0 kudos
EasyOcr Endpoint not accepting inputs
Hi all! I am trying to create an endpoint for Easy OCR. I was able to create the experiment using a wrapper class with the code below: # import libraries import mlflow import mlflow.pyfunc import cloudpickle import cv2 import re import easyocr impo...
- 3411 Views
- 1 replies
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Hi @John22, Thank you for posting your question on the Databricks community. First, are you able to infer the output within the notebook itself? Which cloud are you on AWS or Azure?
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- 1216 Views
- 0 replies
- 0 kudos
AutoML models not completing
Hello, Whilst using a cluster set-up running 14.3 LTS ML, 2-10 workers, worker and driver type of r5d.xlarge I am having issues creating a regression model on 700k rows and 80 factors (no high cardinality in any factor shown).The first phase of the e...
- 1216 Views
- 0 replies
- 0 kudos
- 3476 Views
- 1 replies
- 0 kudos
DBRX - Serving endpoint failed - update timed out.
Hi,https://notebooks.databricks.com/demos/llm-rag-chatbot/index.htmlFollowing this tutorial I'm trying to serve an endpoint with DBRX model connected to my data in Vector Db.Without any problem I can log my model in Databricks with MLFlow and call th...
- 3476 Views
- 1 replies
- 0 kudos
- 6315 Views
- 1 replies
- 0 kudos
mlops-stacks workflow testing vs staging
I'm a newbie to MLOps and abit confused about the use and the implementation of staging and testing environment in the mlops-stack template. as far as I understand the staging environment is where we run the integration test. But in the ci-cd pipelin...
- 6315 Views
- 1 replies
- 0 kudos
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@MohsenJOfficial Site wrote:I'm a newbie to MLOps and abit confused about the use and the implementation of staging and testing environment in the mlops-stack template. as far as I understand the staging environment is where we run the integration te...
- 0 kudos
- 10749 Views
- 5 replies
- 5 kudos
DLT with unity catalog and ML
We are currently using DLT with unity catalog. DLT tables are created as materialized views in a schema inside a catalog. When we try to access these materialized view using a ML runtime (ex. 13.0 ML) cluster, it says, that we must use Single User se...
- 10749 Views
- 5 replies
- 5 kudos
- 5 kudos
No updates as far as I am aware.You could make the workflow copying the data smart though and try to only do incremental updates, seems like a lot of effort though.
- 5 kudos
- 1656 Views
- 0 replies
- 0 kudos
Conditional email notification based on if statement - dbutils
Is it possible to trigger an email notification based on a conditional statement in Python without exiting the process?Specifically, I have a robustness check in my prediction pipeline that performs simple imputation when encountering missing data. T...
- 1656 Views
- 0 replies
- 0 kudos
- 8456 Views
- 4 replies
- 2 kudos
Best practice for model promotion so that models are not removed from previous stage
Hi,Using Model Registry to promote models is great. However, I am facing an issue, where multiple Databricks workspaces (SIT / UAT / Prod) use a model at various stages (Staging for SIT and UAT, Production for Prod workspace).We have a workflow runni...
- 8456 Views
- 4 replies
- 2 kudos
- 2674 Views
- 1 replies
- 2 kudos
Promote registered UC models using CLI
Hi,I am currently transitioning some of our MLops workflows to use models registered in Unity Catalog (UC) instead of the "normal" model registry. I am trying to follow the instructions on https://docs.gcp.databricks.com/en/machine-learning/manage-mo...
- 2674 Views
- 1 replies
- 2 kudos
- 2 kudos
@victorNilsson wrote:Hi,I am currently transitioning some of our MLops workflows to use models registered in Unity Catalog (UC) instead of the "normal" model registry. I am trying to follow the instructions on https://docs.gcp.databricks.com/en/machi...
- 2 kudos
- 9153 Views
- 2 replies
- 0 kudos
Lab for generative-ai-engineering-with-databricks.dbc doesn't work
It keeps on failing with this error:HTTPError: 503 Server Error: Service Unavailable for url: https://community.cloud.databricks.com/api/2.0/feature-store/feature-tables/search?max_results=200 Response from server: { 'error_code': 'TEMPORARILY_UNAVAI...
- 9153 Views
- 2 replies
- 0 kudos
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Any update with this issue?@abhi-verma have you received some support?
- 0 kudos
- 1561 Views
- 0 replies
- 2 kudos
Customizing class imbalance handling in databricks.automl
Hi Databricks! I'd like to make a feature request for end users to be able to customize class imbalance behavior in `databricks.automl`, specifically `databricks.automl.classify`. This public documentation describes the default procedure, but my team...
- 1561 Views
- 0 replies
- 2 kudos
- 3949 Views
- 1 replies
- 0 kudos
Bug: MLflow connection fails after 2d
Hi there, After exactly 2d of training, the following error is raised after an API call to MLflow: ValueError: Enum ErrorCode has no value defined for name '403' --------------------------------------------------------------------------- ValueError ...
- 3949 Views
- 1 replies
- 0 kudos
- 0 kudos
Hello @Alex42 !The error message indicates that access is forbidden due to an expired access token. This occurs when a notebook or job runs for an extended period, exceeding the default 48-hour threshold set for security reasons. The Databricks acces...
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- 3831 Views
- 2 replies
- 0 kudos
Deploy ML
How deploy a model using community account version?
- 3831 Views
- 2 replies
- 0 kudos
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From your workspace page are you able to see the option to create Models?
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- 3963 Views
- 4 replies
- 0 kudos
AssertionError Failed to create the catalog
getting this error when trying to setup the get-started-with-databricks-for-machine-learning LAB . Unity catalog is enabled. Validating the locally installed datasets: | listing local files...(0 seconds) | validation completed...(0 seconds total) C...
- 3963 Views
- 4 replies
- 0 kudos
- 0 kudos
EDIT: I found the issue in my Databricks metastore was that it did not have a default storage location set. The academy setup scripts don't explicitly set MANAGED LOCATION and therefore without a default location it fails.I tried to establish a defau...
- 0 kudos
- 2231 Views
- 1 replies
- 0 kudos
Does Databricks Container Services (DCS) support for GPU containers with Databricks Runtime 11.3 LTS and higher?
I have been trying to start a cluster using DCS with GPU containers (https://github.com/databricks/containers/tree/master/ubuntu/gpu), but was only successful with Databricks Runtime 10.4 LTS and lower. With Databricks Runtime 11.3 LTS and higher, I ...
- 2231 Views
- 1 replies
- 0 kudos
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Hello @ppang ! Since you posted your question, the repository you shared has received an update, which includes the following warning: "Using conda in DCS images is no longer supported starting Databricks Runtime 9.0. We highly recommend users to ext...
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- 2291 Views
- 1 replies
- 0 kudos
Generative AI
I am working on generative AI. Does Databricks offer databases for storing vector embeddings, if yes, how efficient are they.
- 2291 Views
- 1 replies
- 0 kudos
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Hello @RA_DATA !Yes, Databricks provides the Databricks Vector Search solution, which is a vector database optimized for storing and retrieving embeddings. With Vector Search, you can create a vector search index from a Delta table, which includes em...
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