- 4271 Views
- 5 replies
- 3 kudos
Resolved! Databricks Certified Data Engineer Associate (Version 2) Exam got suspended
Hi Team,My Databricks Certified Data Engineer Associate (Version 2) exam got suspended today and it is in suspended state.I was there continuously in front of the camera and suddenly the alert appeared and support person asked me to show the full tab...
- 4271 Views
- 5 replies
- 3 kudos
- 3 kudos
Hi @Retired_mod ,I've been into the same situation as Shifa and I've also raised ticket with Databricks but no feedback yet!Can you please help on that?Cheers,Rabie
- 3 kudos
- 536 Views
- 0 replies
- 0 kudos
java.net.SocketTimeoutException at java.net.SocketInputStream.socketRead
Databricks notebook is configured with ADLS gen2 using Service principal authentication and is able to read/write files to ADLS gen2. However, occasionally, we are seeing below errors in the production environment:java.net.SocketTimeoutException at j...
- 536 Views
- 0 replies
- 0 kudos
- 1098 Views
- 2 replies
- 0 kudos
Cannot access community account
Resetting password does not work. After I enter my new password, it just keeps processing. I waited for over 10 minutes, tried on different browsers, tried on a VPN, nothing works. Also this randomly happened. I didnt forget my password, just the sys...
- 1098 Views
- 2 replies
- 0 kudos
- 2804 Views
- 2 replies
- 0 kudos
Resolved! How to generate schema with org.apache.spark.sql.functions.schema_of_csv?
Hello, I use spark 3.4.1-hadooop 3 on windows 11. And I am struggling to generate the schema of csv data with schema_of csv function. Below is my java codes. Map<String, String> kafkaParams = new HashMap<>(); kafkaParams.put("kafka.bootstrap.servers"...
- 2804 Views
- 2 replies
- 0 kudos
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I use org.apache.spark.sql.functions.lit method and solve this issue. Thank you any way.
- 0 kudos
- 7757 Views
- 4 replies
- 2 kudos
Sync the production data in environment into test environment
Hello,I have a database called sales which contain several delta tables and views in both production and test workspace. But the data is not synced because some people develop the code in test workspace. As time passed, both the data and the tables i...
- 7757 Views
- 4 replies
- 2 kudos
- 2 kudos
Hi @zyang Hope everything is going great. Just wanted to check in if you were able to resolve your issue. If yes, would you be happy to mark an answer as best so that other members can find the solution more quickly? If not, please tell us so we can...
- 2 kudos
- 2742 Views
- 2 replies
- 2 kudos
Resolved! Confirmation that Ingestion Time Clustering is applied
The article on Ingestion Time Clustering mentions that "Ingestion Time Clustering is enabled by default on Databricks Runtime 11.2", however how can I confirm is it active for my table? For example, is there a:True/False "Ingestion Time Clustered" fl...
- 2742 Views
- 2 replies
- 2 kudos
- 2 kudos
Thanks @NandiniN, that was very helpful. I have 3 follow-up questions:If I already have a table (350GB) that has been partitioned by 3 columns: Year, Month, Day, and stored in the hive-style with subdirectories: Year=X/Month=Y/Day=Z, can I read it in...
- 2 kudos
- 2019 Views
- 1 replies
- 1 kudos
Resolved! Photon and UDF efficiency
When using a JVM engine, Scala UDFs have an advantage over Python UDFs because data doesn't have to be shifted out to the Python environment for processing. If I understand the implications of using the Photon C++ engine, any processing that needs to...
- 2019 Views
- 1 replies
- 1 kudos
- 1 kudos
Photon does not support UDFs:https://learn.microsoft.com/en-us/azure/databricks/runtime/photon#limitationsSo when creating a UDF, photon will not be used.
- 1 kudos
- 558 Views
- 0 replies
- 0 kudos
Structured Streaming and Workplace Max Jobs
From the documentation: A workspace is limited to 1000 concurrent task runs. A 429 Too Many Requests response is returned when you request a run that cannot start immediately.The number of jobs a workspace can create in an hour is limited to 10000 (i...
- 558 Views
- 0 replies
- 0 kudos
- 1170 Views
- 2 replies
- 0 kudos
Plot number of abandoned cart items by product
abandoned_carts_df = (email_carts_df.filter(col('converted') == False).filter(col('cart').isNotNull()))display(abandoned_carts_df) abandoned_items_df = (abandoned_carts_df.select(col("cart").alias("items")).groupBy("items").count())display(abandoned_...
- 1170 Views
- 2 replies
- 0 kudos
- 0 kudos
Hi @SSV_dataeng ,Try abandoned_items_df = (abandoned_carts_df.withColumn("items", explode("cart")).groupBy("items").count().sort("items"))
- 0 kudos
- 1599 Views
- 4 replies
- 0 kudos
write to Delta
spark.conf.set("spark.databricks.delta.properties.defaults.columnMapping.mode","name")products_output_path = DA.paths.working_dir + "/delta/products"products_df.write.format("delta").save(products_output_path) verify_files = dbutils.fs.ls(products_ou...
- 1599 Views
- 4 replies
- 0 kudos
- 0 kudos
Hi @SSV_dataeng ,Please check with this (you would have to indent it correctly for python)productsOutputPath = DA.workingDir + "/delta/products"(productsDF.write.format("delta").mode("overwrite").save(productsOutputPath))verify_files = dbutils.fs.ls(...
- 0 kudos
- 4448 Views
- 3 replies
- 1 kudos
Can I change Service Principal's OAuth token's expiration date?
Hi,since I have to read from a Databricks table from an external API I created a Service Principal that would start a cluster and perform the operation, to authenticate the request on behalf of the Service Principal I generate the OAuth token followi...
- 4448 Views
- 3 replies
- 1 kudos
- 1 kudos
Hello @marchino Please check if this is of your interest https://kb.databricks.com/en_US/security/set-an-unlimited-lifetime-for-service-principal-access-token
- 1 kudos
- 2619 Views
- 2 replies
- 1 kudos
Data lineage on views
I do not know if this is intended behavior of data lineage but for me it is weird.When I create a view based on two tables the data lineage upstream looks correct. But when I replace the view to only use one of the tables, then data lineage upstream ...
- 2619 Views
- 2 replies
- 1 kudos
- 1 kudos
After some thoughts, i have come to this conclusion:Data lineage on views is working as one should expect. I strongly recommend that this feature is redesigned so it shows the result of the lastest view.
- 1 kudos
- 5045 Views
- 3 replies
- 0 kudos
Iterative read and writes cause java.lang.OutOfMemoryError: GC overhead limit exceeded
I have an iterative algorithm which read and writes a dataframe iteration trough a list with new partitions, like this: for p in partitions_list:df = spark.read.parquet("adls_storage/p")df.write.format("delta").mode("overwrite").option("partitionOver...
- 5045 Views
- 3 replies
- 0 kudos
- 0 kudos
@daniel_sahalI've attached the wrong snip/ Actually it is FULL GC Ergonomics, which was bothering me. Now I am attaching the correct snip. But as you said I scaled a bit. The thing I forgot to mention is that the table is wide - more than 300 column...
- 0 kudos
- 2494 Views
- 1 replies
- 3 kudos
Resolved! Using DeltaTable.merge() and generating surrogate keys on insert?
I'm using merge to upsert data into a table:DeltaTable.forName(DESTINATION_TABLE).as("target").merge(merge_df.as("source") ,"source.topic = target.topic and source.key = target.key").whenMatched().updateAll().whenNotMatched().insertAll().execute()Id ...
- 2494 Views
- 1 replies
- 3 kudos
- 3 kudos
@Dekova 1) uuid() is non-deterministic meaning that it will give you different result each time you run this function2) Per the documentation "For Databricks Runtime 9.1 and above, MERGE operations support generated columns when you set spark.databri...
- 3 kudos
- 3211 Views
- 4 replies
- 0 kudos
Import dbfs file into workspace using Python SDK
Hello,I am looking to replicate the functionality provided by the databricks_cli Python package using the Python SDK. Previously, using the databricks_cli WorkspaceApi object, I could use the import_workspace or import_workspace_dir methods to move a...
- 3211 Views
- 4 replies
- 0 kudos
- 0 kudos
Even, I am looking for a way to bring files present in S3 to Workspace programmatically.
- 0 kudos
