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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

SQL_DB
by New Contributor II
  • 2168 Views
  • 1 replies
  • 1 kudos

Sharing CSV export from a dashboard

Is it possible to schedule refresh and share a csv format of a table visual in a dashboard? Also, is it possible to share only one visual in a dashboard when there are more than one?

  • 2168 Views
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Latest Reply
Anonymous
Not applicable
  • 1 kudos

Hi @Sujitha Bommayan​ Hope everything is going great.Does @Kaniz Fatma​  response answer your question? If yes, would you be happy to mark it as best so that other members can find the solution more quickly?We'd love to hear from you.Thanks!

  • 1 kudos
alxsbn
by Contributor
  • 2363 Views
  • 2 replies
  • 2 kudos

Resolved! Autloader on CSV file didn't infer well cell with JSON data

Hello ! I playing with autoloader schema inference on a big S3 repo with +300 tables and large CSV files. I'm looking at autoloader with great attention, as it can be a great time saver on our ingestion process (data comes from a transactional DB gen...

  • 2363 Views
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Latest Reply
daniel_sahal
Esteemed Contributor
  • 2 kudos

PySpark by default is using \ as an escape character. You can change it to "Doc: https://docs.databricks.com/ingestion/auto-loader/options.html#csv-options

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shamly
by New Contributor III
  • 3567 Views
  • 4 replies
  • 2 kudos

How to replace LF and replace with ' ' in csv UTF-16 encoded?

I have tried several code and nothing worked. An extra space or line LF is going to next row in my output. All rows are ending in CRLF, but some rows end in LF and while reading the csv, it is not giving correct output. My csv have double dagger as d...

  • 3567 Views
  • 4 replies
  • 2 kudos
Latest Reply
sher
Valued Contributor II
  • 2 kudos

val df = spark.read.format("csv") .option("header",true) .option("sep","||") .load("file load") display(df)   try this

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bradm0
by New Contributor III
  • 2629 Views
  • 3 replies
  • 3 kudos

Resolved! Use of badRecordsPath in COPY INTO SQL command

I'm trying to use the badRecordsPath to catch improperly formed records in a CSV file and continue loading the remainder of the file. I can get the option to work using python like thisdf = spark.read\ .format("csv")\ .option("header","true")\ .op...

  • 2629 Views
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Latest Reply
bradm0
New Contributor III
  • 3 kudos

Thanks. It was the inferSchema setting. I tried it with and without the SELECT and it worked both ways when I added inferSchemaBoth of these workeddrop table my_db.t2; create table my_db.t2 (col1 int,col2 int); copy into my_db.t2 from (SELECT cast(...

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Aviral-Bhardwaj
by Esteemed Contributor III
  • 8819 Views
  • 3 replies
  • 25 kudos

Understanding Joins in PySpark/Databricks In PySpark, a `join` operation combines rows from two or more datasets based on a common key. It allows you ...

Understanding Joins in PySpark/DatabricksIn PySpark, a `join` operation combines rows from two or more datasets based on a common key. It allows you to merge data from different sources into a single dataset and potentially perform transformations on...

  • 8819 Views
  • 3 replies
  • 25 kudos
Latest Reply
Meghala
Valued Contributor II
  • 25 kudos

very informative

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Prototype998
by New Contributor III
  • 4086 Views
  • 5 replies
  • 2 kudos

Resolved! reading multiple csv files using pathos.multiprocessing

I'm using PySpark and Pathos to read numerous CSV files and create many DF, but I keep getting this problem.code for the same:-from pathos.multiprocessing import ProcessingPooldef readCsv(path):  return spark.read.csv(path,header=True)csv_file_list =...

dbx_error
  • 4086 Views
  • 5 replies
  • 2 kudos
Latest Reply
Prototype998
New Contributor III
  • 2 kudos

@Ajay Pandey​ @Rishabh Pandey​ 

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ratnakarsinha
by New Contributor II
  • 19974 Views
  • 3 replies
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How to get full result using DataFrame.Display method

Hi, Dataframe.Display method in Databricks notebook fetches only 1000 rows by default. Is there a way to change this default to display and download full result (more than 1000 rows) in python? Thanks, Ratnakar.

  • 19974 Views
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Latest Reply
ramravi
Contributor II
  • 0 kudos

display method doesn't have the option to choose the number of rows. Use the show method. It is not neat and you can't do visualizations and downloads.

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Kopal
by New Contributor II
  • 5269 Views
  • 3 replies
  • 3 kudos

Resolved! Data Engineering - CTAS - External Tables - Limitations of CTAS for external tables - can or cannot use options and location

Data Engineering - CTAS - External TablesCan someone help me understand why In chapter 3.3, we cannot not directly use CTAS with OPTIONS and LOCATION to specify delimiter and location of CSV?Or I misunderstood?Details:In Data Engineering with Databri...

  • 5269 Views
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Latest Reply
Anonymous
Not applicable
  • 3 kudos

The 2nd statement CTAS will not be able to parse the csv in any manner because it's just the from statement that points to a file. It's more of a traditional SQL statement with select and from. It will create a Delta Table. This just happens to b...

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learnerbricks
by New Contributor II
  • 6438 Views
  • 2 replies
  • 1 kudos

Unable to save CSV file into DBFS

Hello,I have took the azure datasets that are available for practice. I got the 10 days data from that dataset and now I want to save this data into DBFS in csv format. I have facing an error :" No such file or directory: '/dbfs/tmp/myfolder/mytest.c...

  • 6438 Views
  • 2 replies
  • 1 kudos
Latest Reply
Ajay-Pandey
Esteemed Contributor III
  • 1 kudos

You can use spark dataframe to read and write the CSV files-Read- df=spark.read.csv("Path")   Write-   df.write.csv("Path")

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g96g
by New Contributor III
  • 5963 Views
  • 8 replies
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Resolved! ADF pipeline fails when passing the parameter to databricks

I have project where I have to read the data from NETSUITE using API. Databricks Notebook runs perfectly when I manually insert the table names I want to read from the source. I have dataset (csv) file in adf with all the table names that I need to r...

  • 5963 Views
  • 8 replies
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Latest Reply
mcwir
Contributor
  • 0 kudos

Have you tried do debug the json payload of adf trigger ? maybe it wrongly conveys tables names

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SindhujaRaghupa
by New Contributor II
  • 9048 Views
  • 2 replies
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Job aborted due to stage failure: Task 0 in stage 4.0 failed 1 times, most recent failure: Lost task 0.0 in stage 4.0 (TID 4, localhost, executor driver): java.lang.NullPointerException

I have uploaded a csv file which have well formatted data and I was trying to use display(questions) where questions=spark.read.option("header","true").csv("/FileStore/tables/Questions.csv")This is throwing an error as follows:SparkException: Job abo...

  • 9048 Views
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Latest Reply
SS2
Valued Contributor
  • 1 kudos

You can use inferschema​

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TariqueAnwer
by New Contributor II
  • 3505 Views
  • 4 replies
  • 3 kudos

Pyspark CSV Incorrect Count

B1123451020-502,"","{""m"": {""difference"": 60}}","","","",2022-02-12T15:40:00.783Z B1456741975-266,"","{""m"": {""difference"": 60}}","","","",2022-02-04T17:03:59.566Z B1789753479-460,"","",",","","",2022-02-18T14:46:57.332Z B1456741977-123,"","{""...

  • 3505 Views
  • 4 replies
  • 3 kudos
Latest Reply
Anonymous
Not applicable
  • 3 kudos

Hi @Tarique Anwer​ Hope all is well! Just wanted to check in if you were able to resolve your issue and would you be happy to share the solution or mark an answer as best? Else please let us know if you need more help. We'd love to hear from you.Than...

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Mohit_Kumar_Sut
by New Contributor III
  • 4892 Views
  • 5 replies
  • 1 kudos

Write in Single CSV file

We are reading 520GB partitions files from CSV and when we write in a Single CSV using repartition(1) it is taking 25+ hours. please let us know an optimized way to create a single CSV file so that our process could complete within 5 hours.

  • 4892 Views
  • 5 replies
  • 1 kudos
Latest Reply
Anonymous
Not applicable
  • 1 kudos

Hi @mohit kumar suthar​ Hope all is well! Just wanted to check in if you were able to resolve your issue and would you be happy to share the solution or mark an answer as best? Else please let us know if you need more help. We'd love to hear from you...

  • 1 kudos
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ferbystudy
by New Contributor III
  • 3371 Views
  • 3 replies
  • 3 kudos

Resolved! Can´t read a simple .CSV from a blob

Guys, I am using "Databricks Community" to study. I put some files in a Blob, granted all access but I have no ideia why DB is not reading. Please see the code below and thanks for helping! thanks!

csf
  • 3371 Views
  • 3 replies
  • 3 kudos
Latest Reply
ferbystudy
New Contributor III
  • 3 kudos

Guys, i found the problem! ****, databricks! HhahahaFirst i went to datalake and set all access to public/grant all user owner access..I already mounted before.. So after this changes you will need toUnmount and then Mount again! Yeah, after that it ...

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tinendra
by New Contributor III
  • 4624 Views
  • 2 replies
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How to read a file in pandas in a databricks environment?

Hi, When I was trying to read the CSV files using pandas I am getting an error which I have mentioned below.df=pd.read_csv("/dbfs/FileStore/tables/badrecord-1.csv")Error: FileNotFoundError: [Errno 2] No such file or directory: '/dbfs/FileStore/tables...

  • 4624 Views
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  • 2 kudos
Latest Reply
tinendra
New Contributor III
  • 2 kudos

dbutils.fs.ls("/FileStore/tables/badrecord-1.csv")the above file is there in that particular location but still getting the same error

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