
prerna.engine.impl.model.inferencetracking.ModelInferenceLogsOwlCreator Maven / Gradle / Ivy
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package prerna.engine.impl.model.inferencetracking;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
import org.javatuples.Pair;
import prerna.engine.api.IRDBMSEngine;
import prerna.engine.impl.owl.WriteOWLEngine;
import prerna.util.Utility;
import prerna.util.sql.AbstractSqlQueryUtil;
public class ModelInferenceLogsOwlCreator {
// each column name paired to its type in a var
private List> agentColumns = null;
private List> roomColumns = null;
private List> messageColumns = null;
private List> feedbackColumns = null;
// pairs table name with table's primary keys
private List, List>>> primaryKeys = null;
// pairs table name with table's foreign keys
private List, Pair, List>>>> foreignKeys = null;
// Pairs table name with its respective columns
private List>>> allSchemas = null;
// concepts are tables within db
// props are cols w/i concepts
private static List conceptsRequired = new ArrayList<>();
static {
conceptsRequired.add("AGENT");
conceptsRequired.add("ROOM");
conceptsRequired.add("MESSAGE");
conceptsRequired.add("FEEDBACK");
}
private IRDBMSEngine modelInferenceDb;
public ModelInferenceLogsOwlCreator(IRDBMSEngine modelInferenceDb) {
this.modelInferenceDb = modelInferenceDb;
createColumnsAndTypes(this.modelInferenceDb.getQueryUtil());
definePrimaryKeys();
defineForeignKeys(); // TODO make this generic for all rdms engines
}
private void createColumnsAndTypes(AbstractSqlQueryUtil queryUtil) {
final String BLOB_DATATYPE_NAME = queryUtil.getBlobDataTypeName();
final String CLOB_DATATYPE_NAME = queryUtil.getClobDataTypeName();
final String BOOLEAN_DATATYPE_NAME = queryUtil.getBooleanDataTypeName();
final String TIMESTAMP_DATATYPE_NAME = queryUtil.getDateWithTimeDataType();
final String INTEGER_DATATYPE_NAME = queryUtil.getIntegerDataTypeName();
final String DOUBLE_DATATYPE_NAME = queryUtil.getDoubleDataTypeName();
this.agentColumns = Arrays.asList(
Pair.with("AGENT_ID", "VARCHAR(50)"),
Pair.with("AGENT_NAME", "VARCHAR(255)"),
Pair.with("DESCRIPTION", "VARCHAR(255)"),
Pair.with("AGENT_TYPE", "VARCHAR(50)"),
Pair.with("AUTHOR", "VARCHAR(255)"),
Pair.with("DATE_CREATED", TIMESTAMP_DATATYPE_NAME)
);
this.roomColumns = Arrays.asList(
Pair.with("INSIGHT_ID", "VARCHAR(50)"),
Pair.with("ROOM_NAME", "VARCHAR(255)"),
Pair.with("ROOM_CONTEXT", CLOB_DATATYPE_NAME),
//Pair.with("ROOM_CONFIG_DATA", CLOB_DATATYPE_NAME),
Pair.with("USER_ID", "VARCHAR(255)"),
Pair.with("USER_NAME", "VARCHAR(255)"),
Pair.with("AGENT_TYPE", "VARCHAR(50)"),
Pair.with("IS_ACTIVE", BOOLEAN_DATATYPE_NAME),
Pair.with("DATE_CREATED", TIMESTAMP_DATATYPE_NAME),
Pair.with("PROJECT_ID", "VARCHAR(50)"),
Pair.with("PROJECT_NAME", "VARCHAR(255)"),
Pair.with("AGENT_ID", "VARCHAR(50)")
);
this.messageColumns = Arrays.asList(
Pair.with("MESSAGE_ID", "VARCHAR(50)"),
Pair.with("MESSAGE_TYPE", "VARCHAR(50)"),
Pair.with("MESSAGE_DATA", BLOB_DATATYPE_NAME),
Pair.with("MESSAGE_TOKENS", INTEGER_DATATYPE_NAME),
Pair.with("MESSAGE_METHOD", "VARCHAR(50)"),
//Pair.with("MESSAGE_SEPARATOR", "VARCHAR(50)"),
Pair.with("RESPONSE_TIME", DOUBLE_DATATYPE_NAME),
Pair.with("DATE_CREATED", TIMESTAMP_DATATYPE_NAME),
Pair.with("AGENT_ID", "VARCHAR(50)"),
Pair.with("INSIGHT_ID", "VARCHAR(50)"),
Pair.with("SESSIONID", "VARCHAR(255)"),
Pair.with("USER_ID", "VARCHAR(255)"),
Pair.with("USER_NAME", "VARCHAR(255)")
);
this.feedbackColumns = Arrays.asList(
Pair.with("MESSAGE_ID", "VARCHAR(50)"),
Pair.with("MESSAGE_TYPE", "VARCHAR(50)"),
Pair.with("FEEDBACK_TEXT", CLOB_DATATYPE_NAME),
Pair.with("FEEDBACK_DATE", TIMESTAMP_DATATYPE_NAME),
Pair.with("RATING", BOOLEAN_DATATYPE_NAME)
);
this.allSchemas = Arrays.asList(
Pair.with("AGENT", agentColumns),
Pair.with("ROOM", roomColumns),
Pair.with("MESSAGE", messageColumns),
Pair.with("FEEDBACK", feedbackColumns)
);
}
public void definePrimaryKeys() {
// returns ArrayList so its ordered
this.primaryKeys = Arrays.asList(
Pair.with("AGENT", Pair.with(Arrays.asList("AGENT_ID"), Arrays.asList("VARCHAR(50)"))),
Pair.with("ROOM", Pair.with(Arrays.asList("INSIGHT_ID"), Arrays.asList("VARCHAR(50)"))),
Pair.with("MESSAGE", Pair.with(Arrays.asList("MESSAGE_ID","MESSAGE_TYPE"), Arrays.asList("VARCHAR(50)","VARCHAR(50)")))
);
}
public void defineForeignKeys() {
this.foreignKeys = Arrays.asList(
// remove this so that UI joins are clean
//Pair.with("ROOM", Pair.with(Arrays.asList("AGENT_ID"), Pair.with(Arrays.asList("AGENT"), Arrays.asList("AGENT_ID")))),
Pair.with("MESSAGE", Pair.with(Arrays.asList("INSIGHT_ID","AGENT_ID"), Pair.with(Arrays.asList("ROOM","AGENT"), Arrays.asList("INSIGHT_ID","AGENT_ID")))),
Pair.with("FEEDBACK", Pair.with(Arrays.asList("MESSAGE_ID,MESSAGE_TYPE"), Pair.with(Arrays.asList("MESSAGE"), Arrays.asList("MESSAGE_ID,MESSAGE_TYPE"))))
);
}
/**
* Determine if we need to remake the OWL
* @return
*/
public boolean needsRemake() {
/*
* This is a very simple check
* Just looking at the tables
* Not doing anything with columns but should eventually do that
*/
List cleanConcepts = new ArrayList<>();
List concepts = modelInferenceDb.getPhysicalConcepts();
for(String concept : concepts) {
if(concept.equals("http://semoss.org/ontologies/Concept")) {
continue;
}
String cTable = Utility.getInstanceName(concept);
cleanConcepts.add(cTable);
}
if (!cleanConcepts.containsAll(conceptsRequired)) {
return true;
}
// check all columns
for (Pair>> tableWithColumns : allSchemas) {
String tableName = tableWithColumns.getValue0();
String[] columnNames = tableWithColumns.getValue1().stream()
.map(Pair::getValue0).toArray(String[]::new);
for (String columnName : columnNames) {
if (columnChecks(tableName, columnName)) {
return true;
}
}
}
// does not need to be remade
return false;
}
private boolean columnChecks(String tableName, String columnName) {
String propsURI = "http://semoss.org/ontologies/Concept/" + tableName;
String relationURI = "http://semoss.org/ontologies/Relation/Contains/"
+ columnName + "/" + tableName;
List props = modelInferenceDb.getPropertyUris4PhysicalUri(propsURI);
if(!props.contains(relationURI)) {
return true;
}
return false;
}
/**
* Remake the OWL
* @throws Exception
*/
public void remakeOwl() throws Exception {
try(WriteOWLEngine owlEngine = modelInferenceDb.getOWLEngineFactory().getWriteOWL()) {
owlEngine.createEmptyOWLFile();
// write the new OWL
writeNewOwl(owlEngine);
}
}
/**
* Method that uses the OWLER to generate a new OWL structure
* @param owlLocation
* @throws Exception
*/
private void writeNewOwl(WriteOWLEngine owler) throws Exception {
for (Pair>> columns : allSchemas) {
String tableName = columns.getValue0();
owler.addConcept(tableName, null, null);
for (Pair x : columns.getValue1()) {
owler.addProp(tableName, x.getValue0(), x.getValue1());
}
}
owler.commit();
owler.export();
}
public List>>> getDBSchema() {
return this.allSchemas;
}
public List, List>>> getDBPrimaryKeys() {
return this.primaryKeys;
}
public List, Pair, List>>>> getDBForeignKeys() {
return this.foreignKeys;
}
}
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