- 1031 Views
- 1 replies
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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...
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- 1 replies
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Hi @Thou Mather​ , Did you get a chance to go through this doc?
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- 1589 Views
- 2 replies
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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...
- 1589 Views
- 2 replies
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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.
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- 2498 Views
- 1 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...
- 2498 Views
- 1 replies
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Awesome!
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- 2895 Views
- 1 replies
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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_...
- 2895 Views
- 1 replies
- 3 kudos
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it should be yes.can you elaborate on how you create your notebook (and the conda env you talk about)?
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- 6192 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...
- 6192 Views
- 5 replies
- 4 kudos
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@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
- 2629 Views
- 3 replies
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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...
- 2629 Views
- 3 replies
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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...
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- 7298 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...
- 7298 Views
- 4 replies
- 4 kudos
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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
- 1422 Views
- 2 replies
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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 ...
- 1422 Views
- 2 replies
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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!
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- 5288 Views
- 7 replies
- 2 kudos
MLflow Project run always comes back as status failed.
Hi! This is kind of an urgent question so any help would be greatly appreciated! Thanks so much! So I'm following this tutorial to try to create an MLflow project: https://docs.databricks.com/applications/mlflow/projects.htmlI tried with the example ...
- 5288 Views
- 7 replies
- 2 kudos
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This is generally not how you use MLflow in Databricks. You are already in Databricks so do not need to send code to Databricks to execute. Instead just run your code in a notebook; there is no need to package as an MLflow Project. Projects are prima...
- 2 kudos
- 2221 Views
- 4 replies
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What are the parameters For MLflow Project file
Hi! I was just wondering what are the parameters For MLflow Project file? I'm following this tutorial to create my own MLflow Project: https://docs.databricks.com/applications/mlflow/projects.htmland within this tutorial, the MLproject file looks lik...
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- 4 replies
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These parameters are parameters that you will specify when you run the MLflow Project with the mlflow CLI. It lets you parameterize your code, and then pass different parameters to it. How you use them is up to your code. These are not model hyperpar...
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- 1810 Views
- 3 replies
- 3 kudos
Resolved! How to drop single feature from feature store table
I have a feature store table and I would like to change one of the features from IntegerType to FloatType, I can't merge this change as it violates the schema. Is it possible to drop a single feature from the table and add the revised feature?Current...
- 1810 Views
- 3 replies
- 3 kudos
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Hi there @_ _​ 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!
- 3 kudos
- 960 Views
- 0 replies
- 1 kudos
Substantial performance issues/degradation on Databricks when migrating job over to EMR
Versions of Code:Databricks: 7.3 LTS ML (includes Apache Spark 3.0.1, Scala 2.12)AWS EMR: 6.1.0 (Spark 3.0.0, Scala 2.12)https://docs.aws.amazon.com/emr/latest/ReleaseGuide/emr-610-release.html The problem:Errors in Databricks when replicating job th...
- 960 Views
- 0 replies
- 1 kudos
- 763 Views
- 1 replies
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How can I add custom models to Time Series AutoML?
Time Series AutoML currently has very few models for comparison. How can I add some custom models into the mix so that they are compared each time?
- 763 Views
- 1 replies
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could you please let us know what are the custom models you are looking to add to time series AutoML?
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- 2261 Views
- 3 replies
- 5 kudos
Resolved! What is the use case of having Azure Synapse(DWH) and Delta Lake ( Gold) given we can connect BI to delta directly
The curated zone is pushed to cloud data warehouse such as Synapse Dedicated SQL Pools which then acts as a serving layer for BI tools and analyst.I believe we can have models in gold layer and have BI connect to this layer or we can have serverless ...
- 2261 Views
- 3 replies
- 5 kudos
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Thank you, so for a large workload, where we need lot of optimization we might need Synapse, but for a small/medium workload, we might have to stick to Delta Table
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- 3181 Views
- 3 replies
- 2 kudos
Resolved! How to extract name of Primary Key Columns of feature store table in Databricks environment ?
Hello,Please suggest how to obtain name of primary key columns in my feature store table in hive metastore.'describe' gives me the name of the columns but not the indexesThanks in advance for your help.Regards,
- 3181 Views
- 3 replies
- 2 kudos
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Hi Vidula,Yes, I solved the query !I used the function getTable of class FeatureStoreClient(). You have all datas you need : primary keys, timestamp_keys, features of feature store table.Regards
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