Am I able to use gateway.create_route in mlflow for open source LLM models?I'm aware of the syntax for propietary models like for openAI: from mlflow import gateway gateway.create_route( name=OpenAI_embeddings_route_name...
Hello Guys, So basically me and my team have bunch of jobs, which are pointing to a remote repo directly - they are not pointing to the workspace of the related environment. Is there a way to update the repo part in our databricks environment, instea...
I am trying to ingest incremental parquet files data to bronze streaming table, how much history data should be retained ideally in bronze layer as a general best practise considering I will be only using bronze to ingest source data and move it to s...
The amount of history data that should be retained in the bronze layer depends on your specific use case and requirements. As a general best practice, you should retain enough history data to support your downstream analytics and machine learning wor...
Hello friends. I am having problem with Workspace API. I have many folders inside my /Workspace (200+) which I would like to copy my Program, whole Program folder, which includes 20 spark scripts are Databricks notebooks. I tried Workspace API and I ...
I am using this as api = /api/2.0/workspace/import
Hi, I am using Unity Catalog as storage for data. I have an external system that establishes connection to Unity Catalog via a JDBC connection using the Databricks driver:Configure the Databricks ODBC and JDBC drivers - Azure Databricks | Microsoft L...
Note: I can see the tables of the system.information schema in the UI of Databricks and read them there.
Hi!What is the maximum amount of tables that is possible to create in a Unity catalog?Is there any difference between managed and external tables? If so, what is the limit for external tables? Thanks,Jonathan.
answer is here:https://docs.databricks.com/en/data-governance/unity-catalog/index.html#resource-quotas
After trying to run spark_udf = mlflow.pyfunc.spark_udf(spark, model_uri=logged_model,env_manager="virtualenv")We get the following error:org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 145.0 failed 4 times, most re...
Hi,Thanks in advance.I am new in DLT, the scenario is i need to read the data from cloud storage(ADLS) and load it into my bronze table. and read it from bronz table -> do some DQ checks and load the cleaned data into my silver table. finally populat...
Hi,We are trying to build and upsert logic for a Delta table for that we are writing a merge command between streaming dataframe and delta table dataframe. Please find the below code merge_sql = f""" Merge command come here"""spark.sql(merg...
I am using the databricks VSCode extension to sync my local repository to Databricks Workspaces. I have everything configured such that smaller syncs work fine, but a full sync of my repository leads to the following error:Sync Error: Post "https://<...
Hi Team,We have the requirement to have metadata(Unity catalog) in one AWS account and data storage(Delta tables under data) in another account, is it possible to do that , Do we face any technical/Security issue??
I'm trying to figure out the cost breakdown for the Databricks usage for my team.When I go into the Databricks administration console and click Usage when I select to show the usage By SKU it just displays the type of cluster but not the name of it. ...
Please check the below docs for usage related informations. The Billable Usage Logs: https://docs.databricks.com/en/administration-guide/account-settings/usage.html You can filter them using tags for more precise information which you are looking for...
Dear Community,I am testing pyspark code via pytest using VS code and Databricks Connect.SparkSession is initiated from Databricks Connect: from databricks.connect import DatabricksSessionspark = DatabricksSession.builder.getOrCreate()I am receiving...
Hi , We have a spark job write data in delta table for last 90 date partition. We have enabled spark.databricks.delta.autoCompact.enabled and delta.autoOptimize.optimizeWrite. Job takes 50 mins to complete. In that logic takes 12 mins and optimizewri...
Is there anyway to accomplish this ? I have an existing Delta Table and a separate Delta Live Table pipelines and I would like to merge data from a DLT to my existing Delta Table. Is this doable or completely impossible ?
Merging data from a Delta Live Table (DLT) into an existing Delta Table is possible with careful planning. Transition data from DLT to Delta Table through batch processing, data transformation, and ETL processes, ensuring schema compatibility.
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