topic Re: Databricks Runtime 10.4 LTS - AnalysisException: No such struct field id in 0, 1 after upgrading in Data Engineering

Databricks Runtime 10.4 LTS - AnalysisException: No such struct field id in 0, 1 after upgrading

Emiel_Smeenk — Tue, 12 Apr 2022 17:15:02 GMT

Hello,

We are working to migrate to databricks runtime 10.4 LTS from 9.1 LTS but we're running into weird behavioral issues. Our existing code works up until runtime 10.3 and in 10.4 it stopped working.

Problem:

We have a nested json file that we are flattening into a spark data frame using the code below:

adaccountsdf = df.withColumn('Exp_Organizations', F.explode(F.col('organizations.organization')))\
                  .withColumn('Exp_AdAccounts', F.explode(F.col('Exp_Organizations.ad_accounts')))\
                  .select(F.col('Exp_Organizations.id').alias('organizationId'),
                                  F.col('Exp_Organizations.name').alias('organizationName'),
                                  F.col('Exp_AdAccounts.id').alias('adAccountId'),
                                  F.col('Exp_AdAccounts.name').alias('adAccountName'),
                                  F.col('Exp_AdAccounts.timezone').alias('timezone'))

Now when we query the dataframe it works when we do the following selects (hid results due to confidentiality):

display(adaccountsdf.select("*"))
 
OR
 
display(adaccountsdf)

When I display the schema of the dataframe we get the following:

root
 |-- organizationId: string (nullable = true)
 |-- organizationName: string (nullable = true)
 |-- adAccountId: string (nullable = true)
 |-- adAccountName: string (nullable = true)
 |-- timezone: string (nullable = true)

so everything looks like it should. The moment we start selecting the last 3 fields(adAccountId, adAccountName and timezone) we get the following error:

However when we select a single column it works fine:

Does anyone know why this is happening? It's a very strange error that only shows up in databricks runtime 10.4. All previous runtimes incl 10.3, 10.2,10.1 and 9.1 LTS work fine. The issue seems to be caused by using the explode function on an already exploded column in the dataframe.

UPDATE:

For some reason when I run adaccountsdf.cache() before I run my select statements the issue disappears. Would still like to know what's causing this issue in runtime 10.4 but not the other ones.

Re: Databricks Runtime 10.4 LTS - AnalysisException: No such struct field id in 0, 1 after upgrading

Emiel_Smeenk — Wed, 20 Apr 2022 15:59:22 GMT

It seems like the issue was miraculously resolved. I did not make any code changes but everything is now running as expected.

Maybe the latest runtime 10.4 fix released on April 19th also resolved this issue unintentionally.

Re: Databricks Runtime 10.4 LTS - AnalysisException: No such struct field id in 0, 1 after upgrading

Nirupam — Thu, 21 Apr 2022 10:55:47 GMT

@Emiel Smeenk

We were facing the same issue and suddenly 2022-Apr-20 onwards it resolved itself.

Question:- Is there any website where I can see/track these "patches"?

Edit: Added Question.

Re: Databricks Runtime 10.4 LTS - AnalysisException: No such struct field id in 0, 1 after upgrading

Nirupam — Tue, 26 Apr 2022 18:45:53 GMT

@Kaniz Fatma

Your answer suffices my query. Thanks!

In addition, for fellow developers, I later noticed that these release notes are also available on the home screen of your Databricks workspace.

Re: Databricks Runtime 10.4 LTS - AnalysisException: No such struct field id in 0, 1 after upgrading

Nirupam — Tue, 26 Apr 2022 19:54:28 GMT

@Kaniz Fatma I did not ask the original question.

@Emiel Smeenk had asked and answered his own question stating that the issue was fixed on its own (probably due to latest patch).

Re: Databricks Runtime 10.4 LTS - AnalysisException: No such struct field id in 0, 1 after upgrading

Emiel_Smeenk — Tue, 26 Apr 2022 20:16:15 GMT

Issue resolved on its own so selected that as the best answer for this post.

Thanks,

Emiel