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Anomaly detection using DuckDB SQL query and S3 file event trigger

Detect data anomalies in new S3 files with DuckDB SQL and email a CSV of the bad rows.

Autoscale EMR Serverless Spark on a CloudWatch Backlog

Watch a CloudWatch backlog metric and fire an EMR Serverless Spark job only when work is pending.

Detect New Files in S3 and process them in Python

Trigger a Python data pipeline automatically whenever a new file lands in an Amazon S3 bucket.

Glue ETL, Athena Validation, DynamoDB Cache

Run a Glue ETL job, validate the output with Athena, then cache the headline KPI in DynamoDB.

Ingest AWS Resource Metadata into Postgres Using CloudQuery for Security and Governance Analysis

Sync AWS resource metadata into Postgres with CloudQuery, then flag public S3 buckets with SQL.

Register S3 JSON files as governed datasets and curate them with DuckDB

Ingest JSON from Amazon S3, unify and curate it with DuckDB, and register every step as governed dataset assets with full lineage.

S3 File Trigger to Postgres with dbt Transformations

Trigger on new S3 files, batch load each one into Postgres in parallel, transform with dbt, and alert Slack on failure.