AWS Glue PySpark: Change Column Data Types

  Рет қаралды 3,382

DataEng Uncomplicated

DataEng Uncomplicated

Жыл бұрын

This video is about how to change column data types in AWS Glue using PySpark. This tutorial will walk through how to achieve this using the resolveChoice method in a dynamic frame
Code Example: github.com/AdrianoNicolucci/d...
#aws #awsglue #pyspark

Пікірлер: 6
@harishtripathi7273
@harishtripathi7273 Жыл бұрын
Thanks @DataEng Uncomplicated Very Informative Videos!! could you also please create a video to move Pyspark dynamic transformed Data Frame to Redshift Table
@ryanalex98
@ryanalex98 Жыл бұрын
Interesting video, thanks! I was under the impression that resolveChoice could only be used on the "ChoiceType" schema in AWS Glue? I've been using applyMapping to resolve this issue (which requires generating a mapping for all columns you wish to keep, not just the ones you want to change... tedious for frames with lots of columns!)
@DataEngUncomplicated
@DataEngUncomplicated Жыл бұрын
I know I thought this earlier too, this saves a lot of time
@KyuGShim
@KyuGShim Жыл бұрын
I saw aws glue does not support binary type. But my situation is I have to do ETL job from mongodb which some of column's type is UUID by binary. is there any chance that i can change to useable type in glue?
@DataEngUncomplicated
@DataEngUncomplicated 4 ай бұрын
Yes, you can handle binary UUID types in AWS Glue. While AWS Glue doesn’t natively support the binary data type, you can work around this by converting the binary UUIDs to a string representation in your ETL script. I found this good discussion about this issue: stackoverflow.com/questions/63470718/how-to-work-with-binary-or-uuid-types-inside-mongo-server-side-javascript
AWS Glue PySpark:Insert records into Amazon Redshift Table
4:24
DataEng Uncomplicated
Рет қаралды 10 М.
Top AWS Services A Data Engineer Should Know
13:11
DataEng Uncomplicated
Рет қаралды 156 М.
DEFINITELY NOT HAPPENING ON MY WATCH! 😒
00:12
Laro Benz
Рет қаралды 58 МЛН
Зачем он туда залез?
00:25
Vlad Samokatchik
Рет қаралды 3,2 МЛН
마시멜로우로 체감되는 요즘 물가
00:20
진영민yeongmin
Рет қаралды 32 МЛН
AWS Glue PySpark: Flatten Nested Schema (JSON)
7:51
DataEng Uncomplicated
Рет қаралды 13 М.
AWS Glue PySpark: Calculate Fields
7:37
DataEng Uncomplicated
Рет қаралды 2,2 М.
AWS Tutorials - AWS Glue Handling Nested Data
37:20
AWS Tutorials
Рет қаралды 15 М.
AWS Glue PySpark: Filter Data in a  DynamicFrame
7:21
DataEng Uncomplicated
Рет қаралды 8 М.
Pydantic Tutorial • Solving Python's Biggest Problem
11:07
pixegami
Рет қаралды 252 М.
AWS Glue PySpark: Rename Fields
5:04
DataEng Uncomplicated
Рет қаралды 2,7 М.
AWS Tutorials - Partition Data in S3 using AWS Glue Job
36:09
AWS Tutorials
Рет қаралды 17 М.
AWS Tutorials - Joining Datasets in AWS Glue ETL Job
25:57
AWS Tutorials
Рет қаралды 5 М.
AWS Glue Tutorial for Beginners [FULL COURSE in 45 mins]
41:30
Johnny Chivers
Рет қаралды 253 М.
DEFINITELY NOT HAPPENING ON MY WATCH! 😒
00:12
Laro Benz
Рет қаралды 58 МЛН