- 1572 Views
- 2 replies
- 3 kudos
How to isolate environments for different projects in a single mlflow server?
I am planning to deploy MLFlow server deployed in Azure as a centralised repositories for my machine learning experiments and runs and to store events and artifacts. I would like to have different environments or isolated environments in the same wor...
- 1572 Views
- 2 replies
- 3 kudos
- 3 kudos
Hi @Hemanth Vakacharla​ Does @Debayan Mukherjee​ response answer your question? If yes, would you be happy to mark it as best so that other members can find the solution more quickly?We'd love to hear from you.Thanks!
- 3 kudos
- 20090 Views
- 17 replies
- 13 kudos
Resolved! Created nested struct schema SPARK - Schema Jira
Hello guys,I'm using Jira API to return "ISSUES". But to be able to use pyspark I need to create the Dataframe passing in the Schema. But I am not able to create the Schema based on the model below. Would you have any ideas?root |-- expand: string ...
- 20090 Views
- 17 replies
- 13 kudos
- 13 kudos
if columns are missing, that particular data is not present in the json. I am not aware of spark skipping columns when reading json with inferschema. There is an option dropFieldIfAllNull but that is False by default.That makes me think: you might ...
- 13 kudos
- 1353 Views
- 2 replies
- 0 kudos
Utilize databricks compute for model training from Pycharm IDE
I like to train my machine learning model from Pycharm IDE. But I want to utilize databricks cluster as compute power to speed up the training. Is it possible
- 1353 Views
- 2 replies
- 0 kudos
- 0 kudos
Hi @Suvikram Yerramilli​ Hope all is well! Just wanted to check in if you were able to resolve your issue and would you be happy to share the solution or mark an answer as best? Else please let us know if you need more help. We'd love to hear from yo...
- 0 kudos
- 1044 Views
- 1 replies
- 0 kudos
Feature Store best practice: refactoring notebook
Hello, I have a question about best practice regarding registering a feature in Databricks feature store.​Lets say that I create and register features​ during the EDA or experiment phase of a ML project. Later the model is moving to production stage ...
- 1044 Views
- 1 replies
- 0 kudos
- 0 kudos
Hi @Willis Harding​ Does @Kaniz Fatma​ response answer your question? If yes, would you be happy to mark it as best so that other members can find the solution more quickly?We'd love to hear from you.Thanks!
- 0 kudos
- 1631 Views
- 0 replies
- 0 kudos
Issue logging into my account
Hello, I need assistance accessing my account in data bricks community edition. I got an error that my account was locked due to recent suspicious activity. I tried to reset my password but did not get an email with password change instructions. Than...
- 1631 Views
- 0 replies
- 0 kudos
- 1663 Views
- 3 replies
- 1 kudos
Expose low latency APIs from Deltalake for mobile apps and microservices
My company is using Deltalake to extract customer insights and run batch scoring with ML models. I need to expose this data to some microservices thru gRPC and REST APIs. How to do this? I'm thinking to build Spark pipelines to extract teh data, stor...
- 1663 Views
- 3 replies
- 1 kudos
- 1 kudos
Hi @John Capplefield​ Gentle follow-up, please let us know if you need further help on this.
- 1 kudos
- 1210 Views
- 1 replies
- 2 kudos
CountVectorizer no longer works through Azure ML
Hello. I am trying to use the CountVectorizer module as part of our feature engineering. It works on a Databricks notebook directly, but when I try to run the code through Azure with the databricks connection, it throws an error. This isn't the first...
- 1210 Views
- 1 replies
- 2 kudos
- 2 kudos
Hi @Danny Siu​ Please check that you are using the latest dbconnect version corresponding to the DBR version that you are using in the databricks cluster.You can check the latest dbr version here: https://pypi.org/project/databricks-connect/#history
- 2 kudos
- 1921 Views
- 2 replies
- 2 kudos
Resolved! Failure in mlflow.spark.load_model : Random Forrest pretrained model
model = mlflow.spark.load_model(model_uri=f"models:/{model_name}/{model_version}")Log:An error occurred while calling o2861.load.: org.apache.spark.SparkException: Job aborted due to stage failure: Task 4 in stage 4599.0 failed 4 times, most recent f...
- 1921 Views
- 2 replies
- 2 kudos
- 2 kudos
Hi @Ashraf Khan​ Did you get a chance to look into Sean's response. Please let us know if you need more help on this.
- 2 kudos
- 3462 Views
- 1 replies
- 3 kudos
Resolved! Installing pyspark.pandas
Hello guys,I'm trying to migrate a python project from Pandas to Pandas API on Spark, on Azure Databricks using MLFlow on a conda env.The thing is I'm getting the next error:Traceback (most recent call last): File "/databricks/mlflow/projects/x/data_...
- 3462 Views
- 1 replies
- 3 kudos
- 3 kudos
it should be yes.can you elaborate on how you create your notebook (and the conda env you talk about)?
- 3 kudos
- 1147 Views
- 0 replies
- 0 kudos
Is Model Serving REST API available?
This is mentioned in:https://learn.microsoft.com/en-us/azure/databricks/mlflow/create-manage-serverless-model-endpointswith api call example, while in:https://learn.microsoft.com/en-us/answers/questions/892678/how-to-enable-databricks-model-serving-w...
- 1147 Views
- 0 replies
- 0 kudos
- 7390 Views
- 5 replies
- 4 kudos
Unity Catalog - existing dbfs mounts and feature store
Hi All, We're currently considering turning on Unity Catalog but before we flick the switch I'm hoping I can get a bit more confidence of what will happen with our existing dbfs mounts and feature store. The bit that makes me nervous is the crede...
- 7390 Views
- 5 replies
- 4 kudos
- 4 kudos
@Ashley Betts​ can you please check below article, as far as i know we can use external mount points by configuring storage credentials in unity catalog . default method is managed tables, but we can point external tables also. 1. you can upgrade exi...
- 4 kudos
- 3123 Views
- 2 replies
- 0 kudos
Cannot serialize this model error when attempting MLFlow for SparkNLP
I'm attempting to use MLFlow to register models in Databricks and am following the recipe at...https://nlp.johnsnowlabs.com/docs/en/licensed_serving_spark_nlp_via_api_databricks_mlflowwhen i execute...mlflow.spark.log_model(pipeline, "lemmatizer", co...
- 3123 Views
- 2 replies
- 0 kudos
- 0 kudos
Hi @Tobias Cortese​ Hope all is well! Just wanted to check in if you were able to resolve your issue and would you be happy to share the solution or mark an answer as best? Else please let us know if you need more help. We'd love to hear from you.Tha...
- 0 kudos
- 8621 Views
- 4 replies
- 4 kudos
How to use Parallel processing using Concurrent Jobs in Databricks ?
QuestionIt would be great if you could recommend how I go about solving the below problem. I haven't been able to find much help online. A. Background:A1. I have to text manipulation using python (like concatenation , convert to spacy doc , get verbs...
- 8621 Views
- 4 replies
- 4 kudos
- 4 kudos
Hi @Krishna Zanwar​ Hope all is well! Just wanted to check in if you were able to resolve your issue and would you be happy to share the solution or mark an answer as best? Else please let us know if you need more help. We'd love to hear from you.Tha...
- 4 kudos
- 1689 Views
- 2 replies
- 0 kudos
API limit on mlflow.tracking.client.MlflowClient.list_run_infos method?
I'm trying out managed MLflow on Databricks Community edition, with tracking data saved on Databricks and artifacts saved on my own AWS S3 bucket. I created one experiment and logged 768 runs in the experiment. When I try to get the list of the runs ...
- 1689 Views
- 2 replies
- 0 kudos
- 0 kudos
Hi @jae baak​ Hope all is well! Just wanted to check in if you were able to resolve your issue and would you be happy to share the solution or mark an answer as best? Else please let us know if you need more help. We'd love to hear from you.Thanks!
- 0 kudos
- 2840 Views
- 0 replies
- 1 kudos
Responsible AI on Databricks
Looking to learn how you can use responsible AI toolkits on Databricks? Interested in learning how you can incorporate open source tools like SHAP and Fairlearn with Databricks?I would recommend checking out this blog: Mitigating Bias in Machine Lear...
- 2840 Views
- 0 replies
- 1 kudos
