Package ai.libs.jaicore.ml.core.dataset.serialization

Class MySQLDatasetMapper

java.lang.Object

ai.libs.jaicore.ml.core.dataset.serialization.MySQLDatasetMapper

All Implemented Interfaces:

ISQLDatasetMapper

public class MySQLDatasetMapper
extends java.lang.Object
implements ISQLDatasetMapper

Constructor Summary

Constructors

Constructor	Description
MySQLDatasetMapper(ai.libs.jaicore.db.IDatabaseAdapter adapter)

Method Summary

Modifier and Type	Method	Description
org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchema	convertInstanceSchemaIntoLabeledInstanceSchema(org.api4.java.ai.ml.core.dataset.schema.IInstanceSchema schema, java.lang.String labelField)
org.api4.java.ai.ml.core.dataset.schema.IInstanceSchema	getInstanceSchemaForQuery(java.lang.String sqlQuery)
org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchema	getInstanceSchemaForQuery(java.lang.String sqlQuery, java.lang.String labelField)
org.api4.java.ai.ml.core.dataset.schema.IInstanceSchema	getInstanceSchemaFromResultList(java.util.List<org.api4.java.datastructure.kvstore.IKVStore> data)
org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchema	getInstanceSchemaFromResultList(java.util.List<org.api4.java.datastructure.kvstore.IKVStore> data, java.lang.String labelField)
org.api4.java.ai.ml.core.dataset.schema.IInstanceSchema	getInstanceSchemaOfTable(java.lang.String tableName)
org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchema	getInstanceSchemaOfTable(java.lang.String tableName, java.lang.String labelField)
org.api4.java.ai.ml.core.dataset.IDataset<?>	readDatasetFromQuery(java.lang.String sqlQuery)
org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>	readDatasetFromQuery(java.lang.String sqlQuery, java.lang.String labelField)
org.api4.java.ai.ml.core.dataset.IDataset<?>	readDatasetFromTable(java.lang.String tableName)
org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>	readDatasetFromTable(java.lang.String tableName, java.lang.String labelField)
void	writeDatasetToDatabase(org.api4.java.ai.ml.core.dataset.IDataset<?> dataset, java.lang.String tableName)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

MySQLDatasetMapper

public MySQLDatasetMapper(ai.libs.jaicore.db.IDatabaseAdapter adapter)

Method Detail

readDatasetFromTable

public org.api4.java.ai.ml.core.dataset.IDataset<?> readDatasetFromTable(java.lang.String tableName)
                                                                  throws java.sql.SQLException

Specified by:

readDatasetFromTable in interface ISQLDatasetMapper

Throws:

java.sql.SQLException

readDatasetFromTable

public org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?> readDatasetFromTable(java.lang.String tableName,
                                                                                           java.lang.String labelField)
                                                                                    throws java.sql.SQLException

Specified by:

readDatasetFromTable in interface ISQLDatasetMapper

Throws:

java.sql.SQLException

readDatasetFromQuery

public org.api4.java.ai.ml.core.dataset.IDataset<?> readDatasetFromQuery(java.lang.String sqlQuery)
                                                                  throws java.sql.SQLException

Specified by:

readDatasetFromQuery in interface ISQLDatasetMapper

Throws:

java.sql.SQLException

readDatasetFromQuery

public org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?> readDatasetFromQuery(java.lang.String sqlQuery,
                                                                                           java.lang.String labelField)
                                                                                    throws java.sql.SQLException

Specified by:

readDatasetFromQuery in interface ISQLDatasetMapper

Throws:

java.sql.SQLException

writeDatasetToDatabase

public void writeDatasetToDatabase(org.api4.java.ai.ml.core.dataset.IDataset<?> dataset,
                                   java.lang.String tableName)
                            throws java.sql.SQLException,
                                   java.io.IOException

Specified by:

writeDatasetToDatabase in interface ISQLDatasetMapper

Throws:

java.sql.SQLException

java.io.IOException

getInstanceSchemaOfTable

public org.api4.java.ai.ml.core.dataset.schema.IInstanceSchema getInstanceSchemaOfTable(java.lang.String tableName)
                                                                                 throws java.sql.SQLException

Specified by:

getInstanceSchemaOfTable in interface ISQLDatasetMapper

Throws:

java.sql.SQLException

getInstanceSchemaOfTable

public org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchema getInstanceSchemaOfTable(java.lang.String tableName,
                                                                                               java.lang.String labelField)
                                                                                        throws java.sql.SQLException

Specified by:

getInstanceSchemaOfTable in interface ISQLDatasetMapper

Throws:

java.sql.SQLException

getInstanceSchemaForQuery

public org.api4.java.ai.ml.core.dataset.schema.IInstanceSchema getInstanceSchemaForQuery(java.lang.String sqlQuery)
                                                                                  throws java.sql.SQLException

Specified by:

getInstanceSchemaForQuery in interface ISQLDatasetMapper

Throws:

java.sql.SQLException

getInstanceSchemaForQuery

public org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchema getInstanceSchemaForQuery(java.lang.String sqlQuery,
                                                                                                java.lang.String labelField)
                                                                                         throws java.sql.SQLException

Specified by:

getInstanceSchemaForQuery in interface ISQLDatasetMapper

Throws:

java.sql.SQLException

getInstanceSchemaFromResultList

public org.api4.java.ai.ml.core.dataset.schema.IInstanceSchema getInstanceSchemaFromResultList(java.util.List<org.api4.java.datastructure.kvstore.IKVStore> data)

convertInstanceSchemaIntoLabeledInstanceSchema

public org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchema convertInstanceSchemaIntoLabeledInstanceSchema(org.api4.java.ai.ml.core.dataset.schema.IInstanceSchema schema,
                                                                                                                     java.lang.String labelField)

getInstanceSchemaFromResultList

public org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchema getInstanceSchemaFromResultList(java.util.List<org.api4.java.datastructure.kvstore.IKVStore> data,
                                                                                                      java.lang.String labelField)