Presto 0.215 Documentation

10.2. Connectors

10.2. Connectors

Connectors are the source of all data for queries in Presto. Even if your data source doesn’t have underlying tables backing it, as long as you adapt your data source to the API expected by Presto, you can write queries against this data.

ConnectorFactory

Instances of your connector are created by a ConnectorFactory instance which is created when Presto calls getConnectorFactory() on the plugin. The connector factory is a simple interface responsible for creating an instance of a Connector object that returns instances of the following services:

  • ConnectorMetadata
  • ConnectorSplitManager
  • ConnectorHandleResolver
  • ConnectorRecordSetProvider

ConnectorMetadata

The connector metadata interface has a large number of important methods that are responsible for allowing Presto to look at lists of schemas, lists of tables, lists of columns, and other metadata about a particular data source.

This interface is too big to list in this documentation, but if you are interested in seeing strategies for implementing these methods, look at the Example HTTP Connector and the Cassandra connector. If your underlying data source supports schemas, tables and columns, this interface should be straightforward to implement. If you are attempting to adapt something that is not a relational database (as the Example HTTP connector does), you may need to get creative about how you map your data source to Presto’s schema, table, and column concepts.

ConnectorSplitManger

The split manager partitions the data for a table into the individual chunks that Presto will distribute to workers for processing. For example, the Hive connector lists the files for each Hive partition and creates one or more split per file. For data sources that don’t have partitioned data, a good strategy here is to simply return a single split for the entire table. This is the strategy employed by the Example HTTP connector.

ConnectorRecordSetProvider

Given a split and a list of columns, the record set provider is responsible for delivering data to the Presto execution engine. It creates a RecordSet, which in turn creates a RecordCursor that is used by Presto to read the column values for each row.