marytts.tools.dbselection.DatabaseSelector Maven / Gradle / Ivy
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/**
* Copyright 2007 DFKI GmbH.
* All Rights Reserved. Use is subject to license terms.
*
* This file is part of MARY TTS.
*
* MARY TTS is free software: you can redistribute it and/or modify
* it under the terms of the GNU Lesser General Public License as published by
* the Free Software Foundation, version 3 of the License.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU Lesser General Public License for more details.
*
* You should have received a copy of the GNU Lesser General Public License
* along with this program. If not, see selectedIdSents;
private static Set unwantedIdSents;
private static String selectedSentencesTableName;
private static String tableDescription;
// mySql database
protected static DBHandler wikiToDB;
private static String mysqlHost;
private static String mysqlDB;
private static String mysqlUser;
private static String mysqlPasswd;
private static boolean considerOnlyReliableSentences;
/**
* Main method to be run from the directory where the data is. Expects already computed unit features in directory
* unitfeatures
*
* @param args
* the command line args (see printUsage for details)
* @throws Exception
* Exception
*/
public static void main(String[] args) throws Exception {
main2(args);
}
/**
* Main method to be run from the directory where the data is. Expects already computed unit features in directory
* unitfeatures.
*
* @param args
* the command line args (see printUsage for details)
* @throws Exception
* Exception
*/
public static void main2(String[] args) throws Exception {
/* Sort out the filenames and dirs for the logfiles */
System.out.println("Starting Database Selection...");
long time = System.currentTimeMillis();
PrintWriter logOut;
String dateString = "", dateDir = "";
DateFormat fullDate = new SimpleDateFormat("dd_MM_yyyy_HH_mm_ss");
DateFormat day = new SimpleDateFormat("dd_MM_yyyy");
Date date = new Date();
dateString = fullDate.format(date);
dateDir = day.format(date);
System.out.println("Reading arguments ...");
StringBuffer logBuf = new StringBuffer();
if (!readArgs(args, logBuf)) {
throw new Exception("Something wrong with the arguments.");
}
// make sure the stop criterion is allright
SelectionFunction selFunc = new SelectionFunction();
if (!selFunc.stopIsOkay(stopCriterion)) {
System.out.println("Stop criterion format is wrong: " + stopCriterion);
printUsage();
throw new Exception("Stop criterion format is wrong: " + stopCriterion);
}
// make various dirs
File selectionDir = new File(selectionDirName);
if (!selectionDir.exists())
selectionDir.mkdir();
File dateDirFile = new File(selectionDirName + dateDir);
if (!dateDirFile.exists())
dateDirFile.mkdir();
// open log file
String filename = selectionDirName + dateDir + "/selectionLog_" + dateString + ".txt";
try {
logOut = new PrintWriter(new BufferedWriter(new FileWriter(new File(filename))), true);
} catch (Exception e) {
e.printStackTrace();
throw new Exception("Error opening logfile");
}
// print date and arguments to log file
logOut.println("Date: " + dateString);
logOut.println(logBuf.toString());
wikiToDB = new DBHandler(locale);
// Check if name of selectedSentencesTable has to be changed
if (selectedSentencesTableName != null)
wikiToDB.setSelectedSentencesTableName(selectedSentencesTableName);
else
System.out.println("Current selected sentences table name = " + selectedSentencesTableName);
// If connection succeed
if (wikiToDB.createDBConnection(mysqlHost, mysqlDB, mysqlUser, mysqlPasswd)) {
/* Read in the feature definition */
System.out.println("\nLoading feature definition...");
try {
BufferedReader uttFeats = new BufferedReader(new InputStreamReader(
new FileInputStream(new File(featDefFileName)), "UTF-8"));
featDef = new FeatureDefinition(uttFeats, false);
uttFeats.close();
System.out.println("TARGETFEATURES:" + featDef.getNumberOfFeatures() + " = " + featDef.getFeatureNames());
} catch (Exception e) {
e.printStackTrace();
throw new Exception("Error opening featureDefinition file");
}
System.out.println("Getting a list of ids for all the sentences in the DB...");
System.out.println("(if the number of sentences is large, this can take a while)");
System.out.println();
String condition = null;
if (considerOnlyReliableSentences) {
condition = "reliable=true";
}
CoverageFeatureProvider cfp;
if (holdVectorsInMemory) {
/* Load the feature vectors from the database */
System.out.println("Will also load feature vectors into memory (increase memory if this fails)");
Pair pair = wikiToDB.getIdsAndFeatureVectors("dbselection", condition);
int[] sentenceIDs = pair.getFirst();
byte[][] vectorArray = pair.getSecond();
cfp = new InMemoryCFProvider(vectorArray, sentenceIDs);
} else {
cfp = new DatabaseCFProvider(wikiToDB, condition);
}
/* Initialise the coverage definition */
System.out.println("\nInitiating coverage...");
CoverageDefinition covDef = new CoverageDefinition(featDef, cfp, covDefConfigFileName);
// If the selectedSentencesTable is new, (does not exist) then a new table
// will be created, the selected field in the dbselection table will be initialised to selected=false.
// The sentences already marke in this db as unwanted=true will be kept.
wikiToDB.createSelectedSentencesTable(stopCriterion, featDefFileName, covDefConfigFileName);
// With the information provided by the user
wikiToDB.setTableDescription(wikiToDB.getSelectedSentencesTableName(), tableDescription, stopCriterion,
featDefFileName, covDefConfigFileName);
long startTime = System.currentTimeMillis();
File covSetFile = new File(initFileName);
boolean readCovFromFile = true;
if (!covSetFile.exists()) {
// coverage has to be initialised
readCovFromFile = false;
covDef.initialiseCoverage();
System.out.println("\nWriting coverage to file " + initFileName);
covDef.writeCoverageBin(initFileName);
} else {
condition = null;
if (considerOnlyReliableSentences) {
condition = "reliable=true";
}
int[] idSentenceList = wikiToDB.getIdListOfType("dbselection", condition);
covDef.readCoverageBin(initFileName, idSentenceList);
}
/* add already selected sentences to cover */
System.out.println("\nAdd to cover already selected sentences marked as unwanted=false.");
selectedIdSents = new LinkedHashSet();
addSelectedSents(selectedSentencesTableName, covDef);
/* remove unwanted sentences from basename list */
System.out.println("\nRemoving selected sentences marked as unwanted=true.");
unwantedIdSents = new LinkedHashSet();
removeUnwantedSentences(selectedSentencesTableName);
long startDuration = System.currentTimeMillis() - startTime;
if (verbose)
System.out.println("Startup took " + startDuration + " milliseconds");
logOut.println("Startup took " + startDuration + " milliseconds");
/* print text corpus statistics */
if (!readCovFromFile) {
// only print if we did not read from file
filename = selectionDirName + "textcorpus_distribution.txt";
System.out.println("Printing text corpus statistics to " + filename + "...");
PrintWriter out = null;
try {
out = new PrintWriter(new FileWriter(new File(filename)), true);
covDef.printTextCorpusStatistics(out);
} catch (Exception e) {
e.printStackTrace();
throw new Exception("Error printing statistics");
} finally {
out.close();
}
}
// print settings of the coverage definition to log file
covDef.printSettings(logOut);
/* Start the algorithm */
System.out.println("\nSelecting sentences...");
// If it is not already running (could happen when SynthesisScriptGUI is used)
// Start builtin MARY TTS in order to get and save the transcription
// of the selected sentences (selected_text_transcription.log)
if (Mary.currentState() == Mary.STATE_OFF) {
System.out.print("Starting builtin MARY TTS...");
Mary.startup();
System.out.println(" MARY TTS started.");
}
// selFunc.select(selectedSents,covDef,logOut,basenameList,holdVectorsInMemory,verbose);
selFunc.select(selectedIdSents, unwantedIdSents, covDef, logOut, cfp, verbose, wikiToDB);
/* Store list of selected files */
filename = selectionDirName + dateDir + "/selectionResult_" + dateString + ".txt";
// storeResult(filename,selectedSents);
storeResult(filename, selectedIdSents);
/* print statistics */
System.out.println("Printing selection distribution and table...");
String disFile = selectionDirName + dateDir + "/selectionDistribution_" + dateString + ".txt";
String devFile = selectionDirName + dateDir + "/selectionDevelopment_" + dateString + ".txt";
try {
covDef.printSelectionDistribution(disFile, devFile, logCovDevelopment);
} catch (Exception e) {
e.printStackTrace();
throw new Exception("Error printing statistics");
}
if (overallLogFile != null) {
// append results to end of overall log file
PrintWriter overallLogOut = new PrintWriter(new OutputStreamWriter(new FileOutputStream(new File(overallLogFile),
true), "UTF-8"), true);
overallLogOut.println("*******************************\n" + "Results for " + dateString + ":");
// overallLogOut.println("number of basenames "+basenameList.length);
overallLogOut.println("number of basenames " + cfp.getNumSentences());
overallLogOut.println("Stop criterion " + stopCriterion);
covDef.printResultToLog(overallLogOut);
overallLogOut.close();
}
// print timing information
long elapsedTime = System.currentTimeMillis() - time;
double minutes = (double) elapsedTime / (double) 1000 / (double) 60;
System.out.println("Selection took " + minutes + " minutes(" + elapsedTime + " milliseconds)");
logOut.println("Selection took " + minutes + " minutes (" + elapsedTime + " milliseconds)");
logOut.flush();
logOut.close();
wikiToDB.closeDBConnection();
System.out.println("All done!");
} else { // connection did not succeed
System.out.println("\nERROR: Problems with connection to the DB, please check the mysql parameters.");
throw new Exception("ERROR: Problems with connection to the DB, please check the mysql parameters.");
}
}
/**
* Read and check the command line arguments
*
* @param args
* the arguments
* @param log
* a StringBufffer for logging
* @throws Exception
* Exception
* @return true if args can be parsed and all essential args are there, false otherwise
*/
private static boolean readArgs(String[] args, StringBuffer log) throws Exception {
// initialise default values
String currentDir = System.getProperty("user.dir");
String maryBaseDir = System.getenv("MARY_BASE");
System.out.println("Current directory: " + currentDir + " MARY_BASE=" + maryBaseDir);
locale = null;
selectionDirName = null;
initFileName = null;
covDefConfigFileName = null;
featDefFileName = null;
overallLogFile = null;
holdVectorsInMemory = true;
verbose = false;
logCovDevelopment = false;
mysqlHost = null;
mysqlDB = null;
mysqlUser = null;
mysqlPasswd = null;
selectedSentencesTableName = null;
tableDescription = "";
considerOnlyReliableSentences = true;
stopCriterion = null;
// Default values for
holdVectorsInMemory = true;
verbose = false;
logCovDevelopment = false;
int i = 0;
int numEssentialArgs = 0;
// loop over args
while (args.length > i) {
if (args[i].equals("-locale")) {
if (args.length > i + 1) {
i++;
locale = args[i];
log.append("locale : " + args[i] + "\n");
System.out.println(" locale : " + args[i]);
numEssentialArgs++;
} else {
System.out.println("No locale.");
printUsage();
return false;
}
i++;
continue;
}
if (args[i].equals("-mysqlHost")) {
if (args.length > i + 1) {
i++;
mysqlHost = args[i];
log.append("mysqlHost : " + args[i] + "\n");
System.out.println(" mysqlHost : " + args[i]);
numEssentialArgs++;
} else {
System.out.println("No mysqlHost.");
printUsage();
return false;
}
i++;
continue;
}
if (args[i].equals("-mysqlDB")) {
if (args.length > i + 1) {
i++;
mysqlDB = args[i];
log.append("mysqlDB : " + args[i] + "\n");
System.out.println(" mysqlDB : " + args[i]);
numEssentialArgs++;
} else {
System.out.println("No mysqlDB.");
printUsage();
return false;
}
i++;
continue;
}
if (args[i].equals("-mysqlUser")) {
if (args.length > i + 1) {
i++;
mysqlUser = args[i];
log.append("mysqlUser : " + args[i] + "\n");
System.out.println(" mysqlUser : " + args[i]);
numEssentialArgs++;
} else {
System.out.println("No mysqlUser.");
printUsage();
return false;
}
i++;
continue;
}
if (args[i].equals("-mysqlPasswd")) {
if (args.length > i + 1) {
i++;
mysqlPasswd = args[i];
log.append("mysqlPasswd : " + args[i] + "\n");
System.out.println(" mysqlPasswd : " + args[i]);
numEssentialArgs++;
} else {
System.out.println("No mysqlPasswd.");
printUsage();
return false;
}
i++;
continue;
}
if (args[i].equals("-featDef")) {
if (args.length > i + 1) {
i++;
featDefFileName = args[i];
log.append("FeatDefFileName : " + args[i] + "\n");
System.out.println(" FeatDefFileName : " + args[i]);
} else {
System.out.println("No featDef file");
printUsage();
return false;
}
i++;
continue;
}
if (args[i].equals("-initFile")) {
if (args.length > i + 1) {
i++;
initFileName = args[i];
log.append("initFile : " + args[i] + "\n");
System.out.println(" initFile : " + args[i]);
} else {
System.out.println("No initFile");
printUsage();
return false;
}
i++;
continue;
}
if (args[i].equals("-tableName")) {
if (args.length > i + 1) {
i++;
selectedSentencesTableName = args[i];
log.append("selectedSentencesTable name : " + args[i] + "\n");
System.out.println(" selectedSentencesTable name: " + args[i]);
numEssentialArgs++;
} else {
System.out.println("No selectedSentencesTable name");
printUsage();
return false;
}
i++;
continue;
}
if (args[i].equals("-tableDescription")) {
if (args.length > i + 1) {
i++;
tableDescription = args[i];
log.append("tableDescription : " + args[i] + "\n");
System.out.println(" tableDescription: " + args[i]);
} else {
System.out.println("No tableDescription");
printUsage();
return false;
}
i++;
continue;
}
if (args[i].equals("-vectorsOnDisk")) {
holdVectorsInMemory = false;
log.append("vectorsOnDisk");
System.out.println(" vectorsOnDisk");
i++;
continue;
}
if (args[i].equals("-verbose")) {
verbose = true;
log.append("verbose");
System.out.println(" verbose");
i++;
continue;
}
if (args[i].equals("-logCoverageDevelopment")) {
logCovDevelopment = true;
log.append("logCoverageDevelopment");
System.out.println(" logCoverageDevelopment");
i++;
continue;
}
if (args[i].equals("-selectionDir")) {
if (args.length > i + 1) {
i++;
selectionDirName = args[i];
// make sure we have a slash at the end
char lastChar = selectionDirName.charAt(selectionDirName.length() - 1);
if (Character.isLetterOrDigit(lastChar)) {
selectionDirName = selectionDirName + "/";
}
log.append("selectionDir : " + args[i] + "\n");
System.out.println(" selectionDir : " + args[i]);
} else {
System.out.println("No selectionDir");
printUsage();
return false;
}
i++;
continue;
}
if (args[i].equals("-coverageConfig")) {
if (args.length > i + 1) {
i++;
covDefConfigFileName = args[i];
log.append("coverageConfig : " + args[i] + "\n");
System.out.println(" coverageConfig : " + args[i]);
} else {
System.out.println("No coverageConfig");
printUsage();
return false;
}
i++;
continue;
}
if (args[i].equals("-stop")) {
StringBuilder tmp = new StringBuilder();
i++;
while (args.length > i) {
if (args[i].startsWith("-"))
break;
tmp.append(args[i] + " ");
i++;
}
stopCriterion = tmp.toString();
log.append("stop criterion : " + stopCriterion + "\n");
System.out.println(" stop criterion : " + stopCriterion);
continue;
}
if (args[i].equals("-overallLog")) {
if (args.length > i + 1) {
i++;
overallLogFile = args[i];
log.append("overallLogFile : " + args[i] + "\n");
System.out.println(" overallLogFile : " + args[i]);
} else {
System.out.println("No overall log file");
printUsage();
return false;
}
i++;
continue;
}
/*
* It is currently not possible to use unreliable sentences. The place where this can be influenced is the
* FeatureMaker, in its setting "" if (args[i].equals("-reliableOnly")) { // optionally, request that only "reliable"
* sentences be used in selection considerOnlyReliableSentences = true; log.append("using only reliable sentences\n");
* System.out.println("using only reliable sentences"); i++; continue; }
*/
i++;
}
System.out.println();
if (numEssentialArgs < 6) {
// not all essential arguments were given
System.out.println("You must at least specify locale, mysql (host,user,paswd,DB), selectedSentencesTableName");
printUsage();
return false;
}
if (selectedSentencesTableName == null) {
System.out.println("Please provide a name for the selectedSentencesTable.");
printUsage();
return false;
}
if (stopCriterion == null) {
stopCriterion = "numSentences 90 simpleDiphones simpleProsody";
}
if (selectionDirName == null) {
selectionDirName = currentDir + "/selection/";
}
if (initFileName == null) {
initFileName = currentDir + "/init.bin";
}
if (overallLogFile == null) {
overallLogFile = currentDir + "/overallLog.txt";
}
if (featDefFileName == null) {
// check first if there exists one in the current directory
// if not ask the user to provide one, it should have been automatically generated by the FeatureMaker in previous
// step
// See: http://mary.opendfki.de/wiki/NewLanguageSupport step 5
System.out.println("Checking if there is [locale]_featureDefinition.txt in the current directory");
File feaDef = new File(currentDir + "/" + locale + "_featureDefinition.txt");
if (feaDef.exists()) {
System.out.println("Using " + locale + "_featureDefinition.txt in current directory.");
featDefFileName = currentDir + "/" + locale + "_featureDefinition.txt";
} else
System.out
.println("Please provide a [locale]_featureDefinition.txt, it should have been generated by the FeatureMaker. \n"
+ " See: http://mary.opendfki.de/wiki/NewLanguageSupport step 5.");
}
if (covDefConfigFileName == null) {
// check if there is already a covDef.config file in the current directory
// if not then copy the default covDef.config from jar archive resource (marytts/tools/dbselection/covDef.config)
System.out.println("\nChecking if there is already a covDef.config in the current directory");
File covDef = new File(currentDir + "/covDef.config");
if (covDef.exists())
System.out.println("Using covDef.config in current directory.");
else {
System.out.println("Copying default covDef.config file from archive");
FileUtils.copyInputStreamToFile(DatabaseSelector.class.getResourceAsStream("covDef.config"), covDef);
}
covDefConfigFileName = currentDir + "/covDef.config";
System.out.println("covDefConfigFileName = " + covDefConfigFileName);
}
return true;
}
/**
* Print usage of main method to standard out
*/
private static void printUsage() {
System.out
.println("\nUsage: "
+ "Usage: java DatabaseSelector -locale language -mysqlHost host -mysqlUser user -mysqlPasswd passwd -mysqlDB wikiDB\n"
+ "-tableName selectedSentencesTableName \n"
+ " [-stop stopCriterion]\n"
+ " [-featDef file -coverageConfig file]\n"
+ " [-initFile file -selectedSentences file -unwantedSentences file ]\n"
+ " [-tableDescription a brief description of the table ]\n"
+ " [-vectorsOnDisk -overallLog file -selectionDir dir -logCoverageDevelopment -verbose]\n"
+ " Arguments:\n"
+ " -tableName selectedSentencesTableName : The name of a new selection set, change this name when\n"
+ " generating several selection sets. FINAL name will be: \"locale_name_selectedSenteces\". \n"
+ " where name is the name provided for the selected sentences table.\n"
+ " -tableDescription : short description of the selected sentences table.\n"
+ " Default: empty\n"
+ " -featDef file : The feature definition for the features\n"
+ " Default: [locale]_featureDefinition.txt for example for US English: en_US_featureDefinition.txt\n"
+ " this file is automatically created in previous steps by the FeatureMaker.\n"
+ " -stop stopCriterion : which stop criterion to use. There are five stop criteria. \n"
+ " They can be used individually or can be combined:\n"
+ " - numSentences n : selection stops after n sentences\n"
+ " - simpleDiphones : selection stops when simple diphone coverage has reached maximum\n"
+ " - simpleProsody : selection stops when simple prosody coverage has reached maximum\n"
+ " Default: \"numSentences 90 simpleDiphones simpleProsody\"\n"
+ " -coverageConfig file : The config file for the coverage definition. \n"
+ " Default: there is a default coverage config file in MARY_BASE/resources/marytts/tools/dbselection/covDef.config\n"
+ " this file will be copied to the current directory if no file is provided.\n"
+ " -initFile file : The file containing the coverage data needed to initialise the algorithm.\n"
+ " Default: /current_dir/init.bin\n"
+ " -overallLog file : Log file for all runs of the program: date, settings and results of the current\n"
+ " run are appended to the end of the file. This file is needed if you want to analyse your results \n"
+ " with the ResultAnalyser later.\n"
+ " -selectionDir dir : the directory where all selection data is stored.\n"
+ " Default: /current_dir/selection\n"
+ " -vectorsOnDisk: if this option is given, the feature vectors are not loaded into memory during\n"
+ " the run of the program. This notably slows down the run of the program!\n"
+ " Default: no vectorsOnDisk\n"
+ " -logCoverageDevelopment : If this option is given, the coverage development over time is stored.\n"
+ " Default: no logCoverageDevelopment\n"
+ " -verbose : If this option is given, there will be more output on the command line during the run of the program.\n"
+ " Default: no verbose\n");
}
/***
* Manual selection of wanted/unwanted selected sentences
*
*/
private static void checkSelectedSentences() {
InputStreamReader isr = new InputStreamReader(System.in);
BufferedReader br = new BufferedReader(isr);
try {
System.out.println("\nChecking selected sentences whether they are wanted or not.");
System.out.println(" selected sentences will be saved in ./selected.log");
PrintWriter selectedLog = new PrintWriter(new FileWriter(new File("./selected.log")));
System.out.println(" selected sentences and transcriptions will be saved in ./selected_text_transcription.log");
PrintWriter selected_tra_Log = new PrintWriter(new FileWriter(new File("./selected_text_transcription.log")));
System.out.println(" unwanted sentences will be saved in ./unwanted.log");
PrintWriter unwantedLog = new PrintWriter(new FileWriter(new File("./unwanted.log")));
int sel[] = wikiToDB.getIdListOfType("dbselection", "selected=true and unwanted=false");
if (sel != null) {
// checking selected sentences
System.out
.println(" Select \"y\" for marking sentence as \"wanted\" otherwise \"n\" . Press any other key to finish: \n");
String str;
for (int i = 0; i < sel.length; i++) {
str = wikiToDB.getSelectedSentence(wikiToDB.getSelectedSentencesTableName(), sel[i]);
System.out.print("id=" + sel[i] + ": " + str + "\n Wanted?(y/n):");
String s = br.readLine();
if (s.contentEquals("n")) {
wikiToDB.setSentenceRecord(sel[i], "unwanted", true);
unwantedLog.println(sel[i] + " " + str);
} else if (s.contentEquals("y")) {
selectedLog.println(sel[i] + " " + str);
selected_tra_Log.println(sel[i] + " " + str);
selected_tra_Log.println(sel[i] + " <" + SelectionFunction.transcribe(str, locale) + ">");
} else {
unwantedLog.close();
selectedLog.close();
selected_tra_Log.close();
break;
}
}
} else
System.out.println("There is no selected sentences in the DB.");
} catch (Exception e) {
System.out.println(e);
}
}
/**
* Add a list of sentences to the cover Here the already selected sentences are added to the cover and the indexes removed (or
* set to -1) in the idSentenceList
*
* @param tableName
* tableName
* @param covDef
* the cover
* @throws Exception
* Exception
*/
private static void addSelectedSents(String tableName, CoverageDefinition covDef) throws Exception {
if (verbose)
System.out.println("\nAdding previously selected sentences ...");
int idSentenceListSelected[] = wikiToDB.getIdListOfSelectedSentences(wikiToDB.getSelectedSentencesTableName(),
"unwanted=false");
int id;
byte[] vectorBuf;
if (idSentenceListSelected != null) {
for (int i = 0; i < idSentenceListSelected.length; i++) {
id = idSentenceListSelected[i];
vectorBuf = wikiToDB.getFeatures(id);
// fill the cover set with the sentence
covDef.updateCover(vectorBuf);
// add the filename to the sentence list
selectedIdSents.add((Integer) id);
}
/*
* int numSelectedSents = selectedIdSents.size(); int numRemovedSents = 0;
*
* //loop over basename array // No need to mark id negative for (int i=0;i selected) {
PrintWriter out;
try {
out = new PrintWriter(new FileWriter(new File(filename)));
} catch (Exception e) {
e.printStackTrace();
throw new Error("Error storing result");
}
for (int sel : selected) {
out.println(sel);
}
out.flush();
out.close();
}
}
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