Easy to Configure Extract, Transform, and Load (ETL) with AWS Glue in 30 Minutes
Easy to Configure Extract, Transform, and Load (ETL) with AWS Glue in 30 Minutes: In this videos we are going to discuss, AWS Simple Storage Services (S3), AWS Identity & Access Management (IAM), AWS Role, AWS Glue, AWS Glue Data Catalog, Crawlers, ETL jobs, Job run monitoring, CSV files for Employees, and Departments.
CSV Files:
employees.csv
eid;ename;did;age
500;AK ;100;25
501;VK ;102;30
502;DK ;103;40
503;RK ;104;50
504;PK ;105;33
505;UK ;1001;29
departments.csv
depid;depname;createdby;createdon;modifyby;modifyon
100;HR;20240215;20240215;20240215;20240215
101;IT;20240215;20240215;20240215;20240215
102;Security;20240215;20240215;20240215;20240215
103;Payrol;20240215;20240215;20240215;20240215
104;Infra;20240215;20240215;20240215;20240215
105;CIO;20240215;20240215;20240215;20240215
AWS Glue
Serverless data integration
Move datasets of nearly any size and prepare them for analytics and machine learning. AWS Glue has data integration tools for every skillset and manages all the infrastructure.
AWS Glue Data Catalog
Track your data assets and make them accessible from your analytics tools of choice.
Crawlers for data discovery
Automatically detect the schema and structure of your data and add it to the AWS Glue Data Catalog.
Job management
Edit, clone, and monitor your ETL jobs.
Visual job authoring
Author ETL and data integration jobs in a no-code interface and/or with SQL-based transformations.
Code-based job authoring
Write your own code for Apache Spark and Python Shell ETL and data integration jobs.
Job run and resource monitoring
Track job run completion and success, monitor resource usage, and debug issues.
Connectors
Read and write to dozens of supported data stores and build custom connectors.
AWS Glue DataBrew
Visualize, clean, and normalize data without writing any code.
Pricing (US)
Jobs $0.44 per DPU-Hour
Crawlers $0.44 per DPU-Hour
Development Endpoints $0.44 per DPU-Hour
Catalog storage 1M objects free, then $1.00/month per 100,000
Catalog requests 1M requests free, then $1.00/month per 1M
Amazon S3 or Amazon Simple Storage Service is a service offered by Amazon Web Services that provides object storage through a web service interface. Amazon S3 uses the same scalable storage infrastructure that Amazon.com uses to run its e-commerce network.
AWS Identity and Access Management
Securely manage identities and access to AWS services and resources
Step by step examples will help you to understand AWS Glue in just 30 minutes. And having following chapters:
00:00:00 About AWS Glue
00:01:25 AWS Glue Architecture
00:02:46 When should we use glue?
00:03:24 When should we use glue? Event-driven ELT pipelines
00:04:21 AWS Glue
00:04:27 Data Analysis and data preparation
00:05:57 Prerequisites
00:06:25 csv files
00:06:57 AWS Management Console
00:07:11 AWS IAM Role creation
00:08:26 AWS S3 Bucket for in-put and out-put
00:10:44 AWS Glue
00:13:25 AWS Data Catalog
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