Deployment Feature Compatibility
Providers
| Docker | Cluster | |
|---|---|---|
| BigQuery | ✓ | ✓ |
| Postgres | ✓ | ✓ |
| Redshift | ✓ | ✓ |
| Snowflake | ✓ | ✓ |
| Generic Spark | ✓ | |
| Databricks | ✓ | ✓ |
| EMR | ✓ | ✓ |
| Kubernetes Runner | ✓ | |
| Cassandra | ✓ | ✓ |
| DynamoDB | ✓ | ✓ |
| Firestore | ✓ | ✓ |
| MongoDB | ✓ | ✓ |
| Redis | ✓ | ✓ |
| S3 | ✓ | ✓ |
| Azure Blob | ✓ | ✓ |
| GCS | ✓ | ✓ |
| Pinecone | ✓ | ✓ |
| Redis Vector | ✓ | ✓ |
| Weaviate | ✓ | ✓ |
Features
Features
| Docker | Cluster | |
|---|---|---|
| Scheduling | ✓ | |
| Search | ✓ | ✓ |
| Autogenerated Variants | ✓ | ✓ |
| Backup and Restore | ✓ | |
| Properties and Tags | ✓ | ✓ |
| Optional Inference | ||
| Streaming | Not in OSS | ✓ |
| On demand functions | ✓ | ✓ |
| Training Sets to dataframes | ✓ | ✓ |
| Source to dataframe | ✓ | ✓ |
| Provider Config Mutability | ✓ | ✓ |
| Model Registration | ✓ | ✓ |
| Synchronous Apply Toggle | ✓ | ✓ |
Deployment
| Docker | Cluster | |
|---|---|---|
| Distributed Workers | ✓ | |
| Persistent Storage | ✓ |