Struct DataFusionEngine 

pub struct DataFusionEngine { /* private fields */ }

DataFusion-backed OLAP engine.

Supports pluggable storage via StorageMode:

• InMemory: stores Arrow data in memory, registers as MemTable
• Vortex: stores data as .vortex files (local) or objects (S3), registered as ListingTable with VortexFormat

Implementations

impl DataFusionEngine

pub fn with_storage(mode: StorageMode) -> Result<Self, DfOlapError>

Create a new DataFusion engine with the given storage mode.

For Vortex local mode, creates the base directory if it doesn’t exist. For Vortex S3 mode (requires cloud-storage), registers the object store.

pub fn new() -> Self

Create a new in-memory DataFusion engine (default).

pub fn storage_mode(&self) -> &StorageMode

Returns the storage mode of this engine.

Trait Implementations

impl Default for DataFusionEngine

fn default() -> Self

Returns the “default value” for a type.

impl OlapEngine for DataFusionEngine

type Error = DfOlapError

Engine-specific error type returned by all fallible methods.

async fn query(&self, sql: &str) -> Result<Vec<RecordBatch>, Self::Error>

Execute an analytical SQL query and return results as Arrow RecordBatches buffered in memory.

async fn query_stream( &self, sql: &str, ) -> Result<RecordBatchBoxStream, Self::Error>

Execute a SQL query and return a lazy RecordBatchBoxStream.

async fn execute(&self, sql: &str) -> Result<u64, Self::Error>

Execute a DDL or DML statement without returning rows.

async fn load_arrow( &self, table: &str, batches: &[RecordBatch], ) -> Result<u64, Self::Error>

Bulk-load Arrow RecordBatches into table.

async fn create_table( &self, table_name: &str, schema: &SchemaRef, _primary_key: &[String], ) -> Result<(), Self::Error>

Create a table from an Arrow schema with an optional primary key.

async fn table_exists(&self, table_name: &str) -> Result<bool, Self::Error>

Return true if table_name exists in the OLAP catalog.

async fn add_column( &self, table_name: &str, column_name: &str, data_type: &DataType, ) -> Result<(), Self::Error>

Add a nullable column to an existing table.

async fn drop_column( &self, table_name: &str, column_name: &str, ) -> Result<(), Self::Error>

Remove a column from an existing table.

fn supports_transactions(&self) -> bool

Returns true if this backend supports ACID transactions via BEGIN / COMMIT / ROLLBACK.