Examples

Each example is written three ways: as a YAML blueprint, with the declarative API and with the low-level API. Its page shows the versions in tabs.

Example	What it shows	YAML	Declarative	Low-level
Local Simulation	prints events and telemetry, with no container	local.yaml	local_example.py	local_example.py
Kafka Digital Twin	takes updates from Kafka and publishes events and telemetry to Kafka	kafka.yaml	kafka_example.py	kafka_example.py
Fast-Forward to Parquet	a week generated at factor=0.0, written to Parquet	parquet.yaml	parquet_example.py	parquet_example.py
Fast-Forward to Iceberg	a day generated at factor=0.0, appended to an Iceberg table	iceberg.yaml	iceberg_example.py	iceberg_example.py
Relational DB (Postgres)	writes orders to PostgreSQL and takes updates from a table	postgres.yaml	postgres_example.py	postgres_example.py
In-Memory Store (Redis)	writes to a Redis Stream and takes updates from Pub/Sub	redis.yaml	redis_example.py	redis_example.py
Backfill Then Go Live	backdated history to Parquet, then live to Kafka	backfill_live.yaml	backfill_live_example.py	backfill_live_example.py
Generate Related Records	orders and their line items, in two PostgreSQL tables	postgres_orders.yaml	postgres_orders_example.py	postgres_orders_example.py

Each example page says how to download and run it, and which odctl profile from Getting Started it needs.