I have created a metastore and within that metastore i have created multiple schemas and tables underlying it but none of table details is visible from information schema. All the tables are empty.Could you please let me know if I am missing here. Be...
I noticed this issue is currently caused when you rename a catalog. The contents of <catalog>.information_schema are all views like this:SELECT
*
FROM
system.information_schema.columns
WHERE
table_catalog = '<catalog>'If you rename the catalog...
Hello, Does anyone know how to create a job via Terraform, that automatically overwrites/updates an existing job with the same name?Tried a few different methods but there doesn't seem to be a clean approach. Wondering if anyone has worked this out?I...
Hi @camazg, You can use meta-arguments to overwrite an existing Databricks job with the same name using Terraform. Specifically, you can set the create_before_destroy argument to true, which creates a new resource before destroying the old one.
Hi, I am trying to import/access this module by DBX. However I have issue importing it and I don't find any blog posts/more information about this module beside the public github repo
Hi @Anon ,
If you have installed dbx, but you are still experiencing issues importing the module, make sure that you have activated the Python environment where dbx is installed.
To activate a Python environment, navigate to the directory where you...
I am attempting to log, register, and deploy a finetuned GPT2 model in Databricks. While I have been able to get my logging code to run, when I try to run my registration code, I get an MlflowException error.Here is my model logging code.mlflow.set_r...
Sometimes an AutoML experiment will have all trials fail and I cannot figure out what is causing it. Each individual run reports a validation f1 value but the source notebook is not available so I cannot track down the error. This seems to happen at ...
I am trying to load a simple Minmaxscaler model that was logged as a run through spark's ML Pipeline api for reuse. On average it takes 40+ seconds just to load the model with the following example: This is fine and the model transforms my data corre...
Hello,Any solutions found for this issue?I'm serving up a large number of models at a time, but since we converted to PySpark (due to our data demands), the mlflow.spark.load_model() is taking hours.Part of the reason to switch to spark was to help w...
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I need help installing the R package "sf" on the azure Databricks cluster. Any help will be greatly appreciated.I'm getting the error below when I try installing the "sf" package on a cluster."Error Code: DRIVER_LIBRARY_INSTALLATION_FAILURE. Error Me...
Hi @data_scientist3 ,
The "sf" R package depends on several other packages, including "units". The error message you received indicates that the installation of the "units" package had a non-zero exit status, which means the installation failed for ...
I'm using a Single Node machine with g5-2x-large to fine tune a LLaMa-2 model. My Come Notebook runs very smoothly on Google Col but when I try to run it on `Databricks`, it throws me the exact error given below:RuntimeError: Expected to mark a varia...
Hi, I am running arima code on databricks commmunity edition. Last time, it worked but now the cluster gets terminated at this command and says its completed. but i cant further plot the predictions since the cluster is terminated. # Fit the AutoARI...
@Humi1245
You can view the event log of the cluster to understand the cause of the cluster termination. If it is due to gc issues, then we have to understand the reason behind high driver memory utilization which caused the GC.
If it's due to inact...
Hi fellows, I encountered memory(?) error when sending POST requests to my real-time endpoint, and I'm unable to find hardware setting to increase memory, as suggested by the Service Logs (below). Steps to Repro:(1) I registered a custom MLFlow model...
Thank you for your responses, @Annapurna_Hiriy and @KanizIndeed, it appeared that my original model (~800MB) was too big for the current server. Based on your suggestion, I made a simpler/smaller model for this project, and then I was able to deploy ...
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Hello,I am trying to create a simple logistic regression model to test for the impact of PCA on my dataset. I'm getting the error in the attachment.It feels to me like a version mismatching - but I'm using a fresh cluster with no additional packages ...
Sorry for the long delay - holiday & work activities stopped from me progressing this issue. The error was actually an OOM error - fixed by configuring cluster sizes appropriately.
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