DatriseAI-first ETL

Firebase Realtime Database to Amazon Athena Integration

AI-first ETL from Firebase Realtime Database into Amazon Athena. Governed entities, incremental sync, typed landing tables.

How Datrise loads Firebase Realtime Database into Amazon Athena

Datrise syncs Firebase Realtime Database's nodes, child paths, JSON values, write events, references, and security rules into Amazon Athena as partitioned Parquet in S3 exposed as an Athena table. Flexible or custom fields land in struct/map columns in Parquet, and timestamps such as created, updated, and status changes are typed as timestamp.

Sync is incremental: Datrise uses writes new Parquet partitions and registers them in the Glue Data Catalog, so re-runs update only what changed. Hive-style partitioning by load date so Athena scans only new data. Athena bills per byte scanned and small files hurt, so Datrise compacts to right-sized Parquet rather than many tiny objects.

Ideal for serverless SQL over an S3 lake without a running warehouse.

Endpoints

Firebase Realtime Database: JSON tree database with realtime synchronization.

Amazon Athena: Serverless SQL over S3 data lake tables.

How Firebase Realtime Database entities map to Amazon Athena

Firebase Realtime Database entityAmazon Athena objectNotes
nodesfirebase_realtime_database_nodesid PK · custom fields → struct/map columns in Parquet
child pathsfirebase_realtime_database_child_pathsid PK · linked to firebase_realtime_database_nodes
JSON valuesfirebase_realtime_database_json_valuesid PK · linked to firebase_realtime_database_nodes
write eventsfirebase_realtime_database_write_eventstimestamp events

FAQ

How does Datrise handle Firebase Realtime Database's custom fields in Amazon Athena?

Flexible values are stored as struct/map columns in Parquet, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Amazon Athena types.

How does the Firebase Realtime Database to Amazon Athena sync stay up to date?

It runs incrementally — Datrise uses writes new Parquet partitions and registers them in the Glue Data Catalog.

Related pipelines

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