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pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).
The athena adapter plugin for dbt (https://getdbt.com)
🐋 Docker image for AWS Glue Spark/Python
Extract, transform, and load data for analytic processing using AWS Glue
This is a case study showing how to deploy "Wait-for-Callback" using Step Functions
Terraform configuration that creates several AWS services, uploads data in S3 and starts the Glue Crawler and Glue Job.
a toolkit that provides an object-oriented interface for working with parquet datasets on AWS
1️⃣ Querying Parquet file from S3 using AwsWrangler. 2️⃣ Querying from Redshift tables using Glue & AwsWrangler
ETL using application streaming and creating a Data Lake
AWS Kinesis Analytics gather metrics from various computers (cpu, memory), perform aggregation on Kinesis stream data using Kinesis Analytics (with flink) and store the stream data into AWS S3 bucket which is used by Amazon Athena for running various Analytics queries and rending charts using Grafana.
A pipeline within AWS to capture schema changes in S3 files and to update them in a DB.
This workshop is to build a serverless data lake architecture using Amazon Kinesis Firehose for streaming data ingestion, AWS Glue for Data Integration (ETL, Catalogue Management), Amazon S3 for data lake storage, Amazon Athena for SQL big data analytics.