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Data Engineering
Join discussions on data engineering best practices, architectures, and optimization strategies within the Databricks Community. Exchange insights and solutions with fellow data engineers.
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Forum Posts

MathewDRitch
by Databricks Partner
  • 6604 Views
  • 5 replies
  • 1 kudos

Connecting from Databricks to Network Path

Hi All,Will appreciate if someone can help me with some references links on connecting from Databricks to external network path. I have Databricks on AWS and previously used to connect to files on external network path using Mount method. Now Databri...

  • 6604 Views
  • 5 replies
  • 1 kudos
Latest Reply
om_khade
New Contributor II
  • 1 kudos

Do we have any update on this?

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4 More Replies
ozmike
by New Contributor II
  • 1516 Views
  • 3 replies
  • 0 kudos

Databrick select from web address that returns JSON

Hi I'm in a data bricks notebook and want to select from a web site that returns json.  For example this web site http://ergast.com/api/f1/2004/1/results.jsonwill return some JSON. (example only) Can i do the following or Do you need to use python. (...

  • 1516 Views
  • 3 replies
  • 0 kudos
Latest Reply
Stefan-Koch
Databricks Partner
  • 0 kudos

yes, you could use SQL to read the data from the volume:%sql SELECT * FROM json.`/Volumes/demo/raw/files/ergast/my_results.json`You still have to flatten the result.The thing with the shell was just an example. Wouldn't recommend that, just use pytho...

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labromb
by Databricks Partner
  • 8955 Views
  • 7 replies
  • 8 kudos

Databricks Jobs and CICD

Hi, We currently leverage Azure DevOps to source control our notebooks and use CICD to publish the notebooks to different environments and this works very well. We do not have the same functionality available for Databricks jobs (the ability to sourc...

  • 8955 Views
  • 7 replies
  • 8 kudos
Latest Reply
sandeepmankikar
Databricks Partner
  • 8 kudos

To manage Databricks jobs within a DevOps pipeline, start by exporting the job configuration as a JSON file from the Databricks workspace. Parameterize this JSON by replacing environment-specific values with placeholders. Integrate the parameterized ...

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6 More Replies
RS1
by New Contributor III
  • 1544 Views
  • 1 replies
  • 1 kudos

I attended the Advanced Machine Learning with Databricks training last week virtually I am still unable to get the day 2 session videos of any of the...

I attended the Advanced Machine Learning with Databricks training last week virtually I am still unable to get the day 2 session videos of any of the Instructor led Paid Trainings. They are supposed to be available for replay with in 24 hours but I ...

  • 1544 Views
  • 1 replies
  • 1 kudos
Latest Reply
murali9
New Contributor II
  • 1 kudos

I have the same problem.

  • 1 kudos
noorbasha534
by Valued Contributor II
  • 1402 Views
  • 2 replies
  • 0 kudos

Data processing metrics

Dear all,What are some proven ways of capturing data processing metrics (number of rows processed/updated/inserted, number of micro-batches etc etc) in a PySpark/SQL code based notebook irrespective of the fact it uses auto-loader, structured streami...

  • 1402 Views
  • 2 replies
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noorbasha534
Valued Contributor II
  • 0 kudos

@Alberto_Umana thanks for the reply. without the current code change, is it possible to extract these metrics from logs?

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FabianGutierrez
by Contributor
  • 3865 Views
  • 10 replies
  • 1 kudos

My DABS CLI Deploy call not generating a .tfstate file

Hi Community,I'm running into an issue, when executing Databricks CLI Bundle Deploy I dont get the Terraform State file (.tfstate). I know that I should get one but even when defining the state_apth on my YAML (.yml) DABS file I still do not get it.D...

FabianGutierrez_0-1731932526298.png
  • 3865 Views
  • 10 replies
  • 1 kudos
Latest Reply
pablopaezsherid
New Contributor II
  • 1 kudos

I am having exactly the same problem with azure devops

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9 More Replies
jlb0001
by Databricks Partner
  • 5881 Views
  • 4 replies
  • 2 kudos

[AWS] How do you replace the Account Admin?

I need to remove an older admin that previously set up the Databricks Account. However, I get an error (even through I am also an Account Admin).How do I replace a prior account admin? Or at least remove their admin status and/or disable the accoun...

Databricks Permssion Error - Cannot Disable Original Account
  • 5881 Views
  • 4 replies
  • 2 kudos
Latest Reply
SunnySharma
New Contributor II
  • 2 kudos

Was this ever fixed as I have got the exact same issue as our original AWS Account Admin has left the business and I now cannot remove his Account Admin role (but I have disabled access etc)!

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susanne
by Databricks Partner
  • 3857 Views
  • 4 replies
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Possibilities and Limitations of Delta Live Tables (DLT) with Direct Publish mode

Hi all,I am implementing a DLT table with the new Direct Publish feature which is still in Private Preview.Is it a limitation of DLT with Direct Publish that you can not query the event_log of the DLT?When I use this query:SELECT * FROM event_log('pi...

  • 3857 Views
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Latest Reply
susanne
Databricks Partner
  • 0 kudos

If any one is interested how to access the event_log for DLTs that are writing to different schemas:The approach that was described above was not working anymore - at least for us.But we discovered this post:https://stackoverflow.com/questions/794329...

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omfspartan
by New Contributor III
  • 12856 Views
  • 4 replies
  • 1 kudos

Resolved! Connect and process Azure analysis services

How do I connect to Azure analysis services from databricks? I need to process the tabular model from databricks. I tried to use adodbapi. while connecting it is failing with error message "windows com error dispatch adodb.connection". please help

  • 12856 Views
  • 4 replies
  • 1 kudos
Latest Reply
omfspartan
New Contributor III
  • 1 kudos

I got another use case now "to run dax against Azure Analysis Services model" from AWS databricks. I tried above suggestion from "Jun Yang" and it is erroring out after 30 seconds with the exception that "Login timeout is expired"

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EDDatabricks
by Databricks Partner
  • 3978 Views
  • 2 replies
  • 1 kudos

Multiple DLT pipelines same target table

Is it possible to have multiple DLT pipelines write data concurrently and in append mode to the same Delta table? Because of different data sources, with different data volumes and required processing, we would like to have different pipelines stream...

Data Engineering
Delta tables
DLT pipeline
  • 3978 Views
  • 2 replies
  • 1 kudos
Latest Reply
arvind_c
New Contributor II
  • 1 kudos

Hi I wanted to understand how you set "pipelines.tableManagedByMultiplePipelinesCheck.enabled" to true? I'm not able to figure out how and where you set this param

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aonurdemir
by Contributor
  • 5140 Views
  • 4 replies
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Resolved! Legacy Pipeline?

What is this legacy pipeline warning? I cannot find anything related on the internet and related forums. Thanks in advance.

  • 5140 Views
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Latest Reply
aonurdemir
Contributor
  • 0 kudos

Ah I've found the issue. There is one more diff:This is the new key-value for target schema:  "schema": "dev", This is the old key-value for target schema: "target": "prod" After changing the key from "target" to "schema", the warning has gone....

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guiferviz
by New Contributor III
  • 4459 Views
  • 2 replies
  • 1 kudos

Resolved! Configure Soft-Delete Retention Period of Unity Catalog Managed Table

According to the docs,When a managed table is dropped from Unity Catalog, its underlying data is deleted from your cloud tenant within 30 days.Can I configure the retention period? Is executing DELETE FROM my_table followed by VACUUM my_table RETAIN ...

  • 4459 Views
  • 2 replies
  • 1 kudos
Latest Reply
KaranamS
Contributor III
  • 1 kudos

Hi @guiferviz ,Yes, that is correct! The only way is to use DELETE and VACCUM commands. For managed tables, the default retention period is set to 30‑days. Unity Catalog enforces this to provide an additional safety net against accidental data loss, ...

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Mado
by Valued Contributor II
  • 69835 Views
  • 5 replies
  • 3 kudos

Resolved! How to set a variable and use it in a SQL query

I want to define a variable and use it in a query, like below: %sql   SET database_name = "marketing"; SHOW TABLES in '${database_name}';However, I get the following error:ParseException: [PARSE_SYNTAX_ERROR] Syntax error at or near ''''(line 1, pos...

  • 69835 Views
  • 5 replies
  • 3 kudos
Latest Reply
TomRenish
New Contributor III
  • 3 kudos

CJS had the best answer by virtue of it being code-based rather than widget-based.  In a notebook where the value of the variable must continually be reset, widgets are suboptimal.  That said, the easiest way is to wrap the code in python:%pyvar1 = s...

  • 3 kudos
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hvsk
by Databricks Partner
  • 18354 Views
  • 4 replies
  • 0 kudos

Using a Virtual environment

Hi All,We are working on training NHits/TFT (a Pytorch-forecasting implementation) for timeseries forecasting. However, we are having some issues with package dependency conflicts.Is there a way to consistently use a virtual environment across cells ...

  • 18354 Views
  • 4 replies
  • 0 kudos
Latest Reply
User16502773013
Databricks Employee
  • 0 kudos

Hello @sshssh  Databricks support Notebook scoped environments for databricks runtime (regular and ML) Kindly please check blog post here for ways to install Notebook scoped libraries in databricks Regards

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3 More Replies
RUC
by New Contributor
  • 2412 Views
  • 1 replies
  • 0 kudos

Update target column with optional source columns

I am trying to load on prem transaction log table and update a databricks table.In Source table,the column reqdetails table hold all the information and expect ProductID remaining columns are dynamic(not all columns exists in the request) all time th...

  • 2412 Views
  • 1 replies
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Latest Reply
Brahmareddy
Esteemed Contributor II
  • 0 kudos

Hi RucHow are you doing today?, as per my understanding, Since your source table has a ReqDetails column with dynamic key-value pairs and only ProductID is fixed, you can parse the ReqDetails column dynamically and merge it into the target table usin...

  • 0 kudos
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