15.12.5 Loading and Storing Vector Properties
You can load or store vector properties which are fundamental for PgxML functionality in the graph server (PGX) using PgxFrames.
In order to load a PgxFrame
with vector properties, follow the steps as shown:
- Create the
PgxFrame
schema, defining the columns as shown:CreatingPgxFrame
Schema Using JShellopg-jshell> var vecFrameSchema = List.of( columnDescriptor("intProp", DataTypes.INTEGER_TYPE), columnDescriptor("intProp2", DataTypes.INTEGER_TYPE), columnDescriptor("vectProp", DataTypes.vector(DataTypes.FLOAT_TYPE, 3)), columnDescriptor("stringProp", DataTypes.STRING_TYPE), columnDescriptor("vectProp2", DataTypes.vector(DataTypes.FLOAT_TYPE, 2)) ).toArray(new ColumnDescriptor[0])
CreatingPgxFrame
Schema Using JavaColumnDescriptor[] vecFrameSchema = { columnDescriptor("intProp", DataTypes.INTEGER_TYPE), columnDescriptor("intProp2", DataTypes.INTEGER_TYPE), columnDescriptor("vectProp", DataTypes.vector(DataTypes.FLOAT_TYPE, 3)), columnDescriptor("stringProp", DataTypes.STRING_TYPE), columnDescriptor("vectProp2", DataTypes.vector(DataTypes.FLOAT_TYPE, 2)) };
- Load the
PgxFrame
with the given schema from the specified path:Loading thePgxFrame
With the Schema Using JShellopg4j> var vecFrame = session.readFrame(). db(). name("vector PgxFrame"). tablename("tablename"). // name of the table from where the data must be loaded jdbcUrl("jdbcUrl"). username("user"). owner("owner"). // necessary if the table is owned by another user connections(16). // indicates that 16 connections can be used to load in parallel columns(vecFrameSchema). // columns to load load();
Loading thePgxFrame
With the Schema Using JavaPgxFrame vecFrame = session.readFrame() .db() .name("vector PgxFrame") .tablename("tablename") // name of the table from where the data must be loaded .jdbcUrl("jdbcUrl") .username("user") .owner("owner") // necessary if the table is owned by another user .connections(16) // indicates that 16 connections can be used to load in parallel .columns(vecFrameSchema) // columns to load .load();
The final result in the PgxFrame
may appear as follows:
+-----------------------------------------------------------+
| intProp | intProp2 | vectProp | stringProp | vectProp2 |
+-----------------------------------------------------------+
| 0 | 2 | 0.1;0.2;0.3 | testProp0 | 0.1;0.2 |
| 1 | 1 | 0.1;0.2;0.3 | testProp10 | 0.1;0.2 |
| 1 | 2 | 0.1;0.2;0.3 | testProp20 | 0.1;0.2 |
| 2 | 3 | 0.1;0.2;0.3 | testProp30 | 0.1;0.2 |
| 3 | 1 | 0.1;0.2;0.3 | testProp40 | 0.1;0.2 |
+-----------------------------------------------------------+
Parent topic: PgxFrames Tabular Data-Structure