How do I get my data into Molecula and keep it updated?

We have a variety of ingest plugins including bulk SQL loaders, Kafka connectors (supporting Avro and the confluent schema registry), change data capture (CDC) plugins. We are constantly adding new ingest plugins and some that will be in production soon include Spark and Parquet. We have a team dedicated to building and usually takes 3-4 weeks to build an ingestion plugin from scratch if we don’t already have one for the data source you need to ingest from.