- 1013 Views
- 1 replies
- 0 kudos
cancel running job kill the parent process and does not wait for streamings to stop
Hi,We have created databricks jobs and each has multiple tasks. Each task is 24/7 running streaming with checkpoint enabled. We want it to be stateful when cancel and run the job but it seems like, when we cancel the job run it kill the parent proces...
- 1013 Views
- 1 replies
- 0 kudos
- 0 kudos
Hi @Sadam97 , This seems to be expected behaviour. If you are running the jobs in a job cluster: In job clusters, the Databricks job scheduler treats all streaming queries within a task as belonging to the same job execution context. If any query fai...
- 0 kudos
- 1190 Views
- 6 replies
- 2 kudos
How to preserve job run history when deploying with DABs
HiI’m having an issue when deploying jobs with DABs. Each time I deploy changes, the existing job gets overwritten, the job name stays the same, but a new job ID is created. This causes the history of past runs to be lost.Ideally, I’d like to update...
- 1190 Views
- 6 replies
- 2 kudos
- 2 kudos
Despite using different keys but same names, original jobs should remain indeed unless destroying them
- 2 kudos
- 630 Views
- 2 replies
- 0 kudos
delta sharing presigned url was removed, what should I do?
Caused by: java.lang.IllegalStateException: table s3a://dmsa/tmp/the_credential_of_deltasharing/on_prem_deltasharing.share#on-prem-delta-sharing.dmsa_in_nrt.shp_rating_snapshot was removed   at org.apache.spark.delta.sharing.CachedTableManager.getPre...
- 630 Views
- 2 replies
- 0 kudos
- 0 kudos
Hi @echozhuoocl ,Did you VACCUM your table? If you're not sure, run:DESCRIBE HISTORY catalog.schema.table
- 0 kudos
- 1193 Views
- 3 replies
- 6 kudos
Resolved! Pass the job even if specific task fails
Hi , I have multiple data pipelines and each has data quality check as a final task which runs on dbt. There are 1500 test cases altogether runs everyday which is being captured on dashboard. Is there a way to pass the job even if this particular tal...
- 1193 Views
- 3 replies
- 6 kudos
- 6 kudos
Hi @szymon_dybczak The solution works perfectly when I set leaf job to pass irrespective of dbt test task status. Thanks much!
- 6 kudos
- 852 Views
- 1 replies
- 0 kudos
Schema Evolution/Type Widening in Materialized Views
My team is migrating pipelines from Spark to Delta Live Tables (DLT), but we've found that some important features, like schema evolution for tables with enforced schemas, seem to be missing. In DLT, we can define schemas, set primary and foreign key...
- 852 Views
- 1 replies
- 0 kudos
- 0 kudos
DLT supports schema evolution, but changing column data types (like from DECIMAL(10,5) to DECIMAL(11,5)) is not automatically handled. Here's how you can manage it:Option 1: Full Refresh with Schema UpdateIf you're okay with refreshing the materializ...
- 0 kudos
- 7402 Views
- 9 replies
- 7 kudos
Resolved! Use Array in WHERE IN clause
This is what I'm trying to do using SQL: create table check1 asselect * from dataAwhere IDs in ('12483258','12483871','12483883'); The list of IDs is much longer and may be changed so I want to use a variable for that. This is what I have tried decla...
- 7402 Views
- 9 replies
- 7 kudos
- 7 kudos
Nice solutions! @ManojkMohan @WiliamRosa I love the use of the temp view for the intermediate result. The array_contains is also a really nice touch. @ManojkMohan when you write "SET VARIABLE ids = ARRAY('12483258','12483871','12483883');" ... can th...
- 7 kudos
- 2503 Views
- 6 replies
- 6 kudos
Resolved! Rollbacks/deletes on streaming table
Hi all — I’m running a Medallion streaming pipeline on Databricks using DLT (bronze → staging silver view → silver table). I ran into an issue and would appreciate any advice or best practices.What I’m doingIngesting streaming data into a streaming b...
- 2503 Views
- 6 replies
- 6 kudos
- 6 kudos
I'm not entirely sure if I’m missing something here, but as far as I know there’s a golden rule in DWH applications: you never hard delete records, you use soft deletes instead. So I’m a bit puzzled why a hard delete is being used in this case.
- 6 kudos
- 3395 Views
- 5 replies
- 2 kudos
Exclude a job from bundle deployment in PROD
My question is regarding Databricks Asset Bundles. I have defined a databricks.yml file the following way: bundle: name: my_bundle_name include: - resources/jobs/*.yml targets: dev: mode: development default: true workspace: ...
- 3395 Views
- 5 replies
- 2 kudos
- 2 kudos
Me too. No clean solution yet. As workaround I implemented first an "extra" control in specific jobs that never should be run in PROD to block execution based on environment variable in all clusters (I don't really like much but it was effective). As...
- 2 kudos
- 2066 Views
- 10 replies
- 3 kudos
Resolved! High Level Design for Transfer Data from One Databricks account to Another databricks account
Hi,May someone please help me with only Points which should be part of High Level Design and Low Level Design when transfering Data from One Databricks account to Another databricks account using Unity Catalog. First time full data transfer and than ...
- 2066 Views
- 10 replies
- 3 kudos
- 3 kudos
Based on my previous reply, you can use DEEP CLONE to clone data incrementally between workspaces by including it in a scheduled job but this will not work in real time indeed.
- 3 kudos
- 3445 Views
- 11 replies
- 10 kudos
DLT - SCD 2 - detect deletes
Hello,I have a question related to APPLY AS DELETE WHEN...If the source table does not have a column that specifies whether a record was deleted, I am currently using a workaround by ingesting synthetic data with a soft_deletion flag. In the future, ...
- 3445 Views
- 11 replies
- 10 kudos
- 10 kudos
ok. In my case I am qualified for: Incremental without a delete flag (classic case)Generate synthetic tombstones via an anti-join between the current set of keys and the target’s active keys.I don't want to use Merge, that's why my question was for C...
- 10 kudos
- 3371 Views
- 2 replies
- 3 kudos
Resolved! Opinions/Thoughts: SQL Best Practices in Production .. DBT vs DLT ?
Hey everyone, I'd like to hear the experiences of the community on DLT (Lakeflow declarative pipelines) vs DBT. 1. Why would one choose one instead of the other? 2. How does picking one of these level up your SQL strategy?I am somebody who's well-ver...
- 3371 Views
- 2 replies
- 3 kudos
- 3 kudos
That's a cracking write up @szymon_dybczak. Thanks for that .That's certainly given me some food for thought. I think the safest option here, at least for me, is digging into both of them. I feel better informed moving forward with this. I'd love to ...
- 3 kudos
- 1829 Views
- 11 replies
- 5 kudos
Ensuring Row Order When Importing CSV with COPY INTO
Hi everyone,I have a CSV file stored in S3, and it's critical for my process that the rows are loaded in the exact order they appear in the file.Does the COPY INTO command preserve the original row order during the load? I need to make sure the bronz...
- 1829 Views
- 11 replies
- 5 kudos
- 790 Views
- 1 replies
- 0 kudos
Suggestion: allow existing_cluster_id override from run_job_task and for_each_task
I'm not sure if this feature exists in newer versions of databricks CLI (doubtful because this doesn't seem possible in the UI either but if it helps my team has been on 0.222.0 for a while because it has been stable enough for us) and maybe this is ...
- 790 Views
- 1 replies
- 0 kudos
- 0 kudos
Hi @kenmyers-8451, I’m also not sure if this feature exists in newer versions. Since no one else has replied, I’d suggest raising a ticket with the Databricks Support Team — they’ll be able to provide clarity on this topic:http://help.databricks.com/...
- 0 kudos
- 702 Views
- 4 replies
- 1 kudos
spark excel reading custom cell
Hi all,some one help me to read excel with custom format cells _(* #,##0_);_(* (#,##0);_(* "-"??_);_(@_) from databricks using spark.excel read
- 702 Views
- 4 replies
- 1 kudos
- 1 kudos
I don't think this should be too hard to handle with a python library @SebastianRowan. I'm happy to take a look if you could provide an example of where it doesn't work .All the best,BS
- 1 kudos
- 5726 Views
- 4 replies
- 0 kudos
Resolved! Reference file name when using COPY INTO?
When using the COPY INTO statement is it possible to reference the current file name in the select staement? A generic example is shown below, hoping I can log the file name in the target table.COPY INTO my_table FROM (SELECT key, index, textData, ...
- 5726 Views
- 4 replies
- 0 kudos
- 0 kudos
In sql, with a subselect works just fine %sql COPY INTO tabele_copy_into_test from ( SELECT user_id, email, _metadata.file_name AS source_filefrom "/Volumes/dbacademy_ecommerce/v01/raw/users-historical/")FILEFORMAT = PARQUETCOPY_OPTIONS ('m...
- 0 kudos
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