org.numenta.nupic.network.Persistence Maven / Gradle / Ivy
/* ---------------------------------------------------------------------
* Numenta Platform for Intelligent Computing (NuPIC)
* Copyright (C) 2016, Numenta, Inc. Unless you have an agreement
* with Numenta, Inc., for a separate license for this software code, the
* following terms and conditions apply:
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU Affero Public License version 3 as
* published by the Free Software Foundation.
*
* 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 Affero Public License for more details.
*
* You should have received a copy of the GNU Affero Public License
* along with this program. If not, see http://www.gnu.org/licenses.
*
* http://numenta.org/licenses/
* ---------------------------------------------------------------------
*/
package org.numenta.nupic.network;
import java.io.File;
import java.io.FileNotFoundException;
import java.io.IOException;
import java.nio.file.Files;
import java.nio.file.Path;
import java.nio.file.StandardOpenOption;
import java.util.Arrays;
import java.util.List;
import java.util.concurrent.atomic.AtomicReference;
import java.util.concurrent.locks.Lock;
import java.util.concurrent.locks.ReentrantReadWriteLock;
import java.util.function.Function;
import java.util.stream.Collectors;
import org.joda.time.DateTime;
import org.joda.time.format.DateTimeFormat;
import org.joda.time.format.DateTimeFormatter;
import org.numenta.nupic.model.Persistable;
import org.numenta.nupic.serialize.SerialConfig;
import org.numenta.nupic.serialize.SerializerCore;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
/**
* Used to get a reference to a {@link PersistenceAPI} implementation via static
* methods {@link Persistence#get()} and {@link Persistence#get(SerialConfig)}, where
* the {@link SerialConfig} object is used to determine file handling details such as:
*
* - General {@link Network} storage file name
* - The check pointed storage file name. (has two parts; name, and date - this is for the name)
*
- The check pointed storage file name date extension. (the date part of the name)
*
- The general storage and check pointed file directory
(always somewhere under the user's home directory)
*
* Note: there is a default constructor on {@link SerialConfig} which indicates the use of defaults which
* are just fine for most circumstances; which is why these {@code Persistence} factory methods can be called
* without a SerialConfig.
*
* Normal usage is as follows:
*
* PersistenceAPI api = Peristence.get();
* api.load()...
* api.store()...
* api.read()...
* api.write()...
* api.checkPointer(Network).checkPoint(Observer)...
* ...
*
*
*
* And for low-level access only:
*
* SerializerCore core = api.serializer();
*
* lastBytes = new AtomicReference(null);
/**
* All instances in this classloader will share the same atomic reference to the last
* checkpoint file name holder which is perfectly fine.
*/
private static AtomicReference lastCheckPointFileName = new AtomicReference(null);
private SerializerCore defaultSerializer = new SerializerCore();
private ReentrantReadWriteLock rwl = new ReentrantReadWriteLock();
private Lock writeMonitor = rwl.writeLock();
private Lock readMonitor = rwl.readLock();
/**
* Returns a {@link PersistenceAPI} implementation which uses the specified
* {@link SerialConfig}
* @param config the file convention configurations.
*/
public PersistenceAccess(SerialConfig config) {
this.serialConfig = config == null ? new SerialConfig() : config;
this.checkPointFormatter = DateTimeFormat.forPattern(config.getCheckPointFormatString());
}
/**
* (optional)
* Sets the {@link SerialConfig} for detailed control. In common practice
* this object is initialized with a default that is fine.
* @param config
*/
public void setConfig(SerialConfig config) {
this.serialConfig = config;
this.checkPointFormatter = DateTimeFormat.forPattern(config.getCheckPointFormatString());
}
/**
* Returns the {@link SerialConfig} in use
* @return the SerialConfig in current use
*/
public SerialConfig getConfig() {
return serialConfig;
}
/**
* Factory method to return a configured {@link NetworkSerializer}
*
* If the "returnNew" flag is true, this method returns a new instance of
* {@link NetworkSerializer} and stores it for subsequent invocations of this
* method. If false, the previously stored NetworkSerializer is returned.
*
* @param config the SerialConfig storing file storage parameters etc.
* @param returnNew NetworkSerializers are expensive to instantiate so specify
* if the previous should be re-used or if you want a new one.
* @return a NetworkSerializer
* @see SerialConfig
*/
public SerializerCore serializer() {
if(defaultSerializer == null) {
defaultSerializer = new SerializerCore(SerialConfig.DEFAULT_REGISTERED_TYPES);
}
return defaultSerializer;
}
/**
* Reifies a {@link Persistable} from the specified file in the location and file name
* configured by the {@link SerialConfig} passed in at construction time.
*
* @return the reified type <R>
*/
public R read() {
LOGGER.debug("PersistenceAccess reify() [serial config file name=" + serialConfig.getFileName() +"] called ...");
return read(serialConfig.getFileName());
}
/**
* Reifies a {@link Persistable} from the specified file in the location
* configured by the {@link SerialConfig} passed in at construction time, using
* the file name specified.
*
* @param fileName the name of the file from which to get the serialized object.
* @return the reified type <R>
*/
public R read(String fileName) {
LOGGER.debug("PersistenceAccess reify(" + fileName + ") called ...");
byte[] bytes;
try {
bytes = readFile(fileName);
} catch(IOException e) {
e.printStackTrace();
throw new RuntimeException(e);
}
return read(bytes);
}
/**
* Loads a {@code Network} from the specified serialized byte array and
* returns the de-serialized Network.
*
* @param serializedBytes the name of the serialization file.
*
* @return returns the specified Network
*/
public R read(byte[] serializedBytes) {
LOGGER.debug("PersistenceAccess reify(byte[]) called ...");
R r = serializer().deSerialize(serializedBytes);
return r.postDeSerialize();
}
/**
* Persists the {@link Persistable} subclass
* @param instance
* @return
*/
@SuppressWarnings("unchecked")
public R write(T instance) {
LOGGER.debug("PersistenceAccess persist(T) called ...");
instance.preSerialize();
byte[] bytes = serializer().serialize(instance);
try {
writeFile(serialConfig, bytes);
} catch(IOException e) {
e.printStackTrace();
throw new RuntimeException(e);
}
return (R)bytes;
}
@SuppressWarnings("unchecked")
public R write(T instance, String fileName) {
LOGGER.debug("PersistenceAccess persist(T, " + fileName + ") called ...");
instance.preSerialize();
byte[] bytes = serializer().serialize(instance);
try {
writeFile(fileName, bytes, serialConfig.getOpenOptions());
}catch(IOException e) {
e.printStackTrace();
throw new RuntimeException(e);
}
return (R)bytes;
}
/**
* Loads a {@code Network} from the default or previously configured location and
* serial file, and returns it.
* @return the deserialized Network
* @see SerialConfig
*/
@Override
public Network load() {
LOGGER.debug("PersistenceAccess load() called ...");
String defaultFileName = serialConfig.getFileName();
byte[] bytes;
try {
bytes = readFile(defaultFileName);
} catch(IOException e) {
e.printStackTrace();
throw new RuntimeException(e);
}
Network network = serializer().deSerialize(bytes);
return network.postDeSerialize();
}
/**
* Loads a {@code Network} from the specified serialized file name and
* returns it.
*
* @param fileName the name of the serialization file.
*
* @return returns the specified Network
*/
@Override
public Network load(String fileName) throws IOException {
LOGGER.debug("PersistenceAccess load(" + fileName + ") called ...");
byte[] bytes = readFile(fileName);
Network network = serializer().deSerialize(bytes);
return network;
}
/**
* Stores the specified {@link Network} to the pre-configured (with {@link SerialConfig})
* location and filename.
* @param network
*/
@Override
public void store(Network network) {
storeAndGet(network);
}
/**
* Stores the specified {@link Network} at the pre-configured location, after
* halting and shutting down the Network. To store the Network but keep it up
* and running, please see the {@link #checkPointer()} method.
*
* The Network, may however be {@link #restart()}ed after this method is called.
*
* @param network the {@link Network} to persist
* @param returnBytes flag indicating whether to return the interim byte array
*
* @return the serialized Network in the format is either a byte[] or String (json),
* where byte[] is the default.
*/
@SuppressWarnings("unchecked")
@Override
public R storeAndGet(Network network) {
// Make sure any serialized Network is first halted.
network.preSerialize();
byte[] bytes = defaultSerializer.serialize(network);
try {
writeFile(serialConfig, bytes);
} catch(IOException e) {
e.printStackTrace();
throw new RuntimeException(e);
}
return (R)bytes;
}
/**
* Returns an {@link rx.Observable} operator that when subscribed to, invokes an operation
* that stores the state of this {@code Network} while keeping the Network up and running.
* The Network will be stored at the pre-configured location (in binary form only, not JSON).
*
* @param network the {@link Network} to check point.
* @return the {@link CheckPointOp} operator
*/
@Override
public CheckPointOp checkPointer(Network network) {
network.setCheckPointFunction(getCheckPointFunction(network));
return network.getCheckPointOperator();
}
/**
* Returns a {@link Function} to set on the specified network as a callback
* with privileged access.
*
* This {@code Function} writes the state of the specified {@link Network} to the
* pre-configured check point file location using the format specified in the
* {@link SerialConfig} specified during construction or later set on this object.
*
* @param network the {@link Network} to check point
* @return a Function which checkpoints
*/
@SuppressWarnings("unchecked")
Function getCheckPointFunction(Network network) {
return (T t) -> {
t.preSerialize();
String oldCheckPointFileName = lastCheckPointFileName.getAndSet(
serialConfig.getAbsoluteSerialDir() + File.separator + serialConfig.getCheckPointFileName() +
checkPointFormatter.print(new DateTime()));
byte[] bytes = defaultSerializer.serialize(network);
try {
writeFile(lastCheckPointFileName.get(), bytes, serialConfig.getCheckPointOpenOptions());
}catch(IOException io) {
throw new RuntimeException(io);
}
if(serialConfig.isOneCheckPointOnly() && oldCheckPointFileName != null) {
try {
Files.deleteIfExists(new File(oldCheckPointFileName).toPath());
}catch(IOException e) {
throw new RuntimeException(e);
}
}
return (R)bytes;
};
}
/**
* Returns the last check pointed bytes of the last check point operation.
*
* @return a byte array
*/
@Override
public byte[] getLastCheckPoint() {
return lastBytes.get();
}
/**
* Returns the name of the most recently checkpointed {@code Network} file.
* @return the name of the most recently checkpointed {@code Network} file.
*/
@Override
public String getLastCheckPointFileName() {
return lastCheckPointFileName.get();
}
/**
* Returns a {@code List} of check pointed file names.
* @return a {@code List} of check pointed file names.
*/
@Override
public List listCheckPointFiles() {
List chkPntFiles = null;
try {
readMonitor.lock();
String path = System.getProperty("user.home") + File.separator + serialConfig.getFileDir();
File customDir = new File(path);
final DateTimeFormatter f = checkPointFormatter;
chkPntFiles = Arrays.stream(customDir.list((d,n) -> {
// Return only checkpoint files before the specified checkpoint name.
return n.indexOf(serialConfig.getCheckPointFileName()) != -1;
})).sorted((o1,o2) -> {
// Sort the list so that the most recent previous can be selected.
try {
String n1 = o1.substring(serialConfig.getCheckPointFileName().length());
String n2 = o2.substring(serialConfig.getCheckPointFileName().length());
return f.parseDateTime(n1).compareTo(f.parseDateTime(n2));
} catch (Exception e) {
throw new IllegalArgumentException(e);
}
}).collect(Collectors.toList());
}catch(Exception e) {
throw new RuntimeException(e);
}finally{
readMonitor.unlock();
}
return chkPntFiles;
}
/**
* Returns the checkpointed file previous to the specified file (older), or
* null if one doesn't exist. The file name may be the entire filename (as
* configured by the {@link SerialConfig} object which establishes both the
* filename portion and the date portion formatting), or just the date
* portion of the filename.
*
* @param checkPointFileName (can be entire name or just date portion)
*
* @return the full filename of the file checkpointed immediately previous
* to the file specified.
*/
@Override
public String getPreviousCheckPoint(String checkPointFileName) {
final DateTimeFormatter f = checkPointFormatter;
String defaultNamePortion = serialConfig.getCheckPointFileName();
if(checkPointFileName.indexOf(defaultNamePortion) != -1) {
checkPointFileName = checkPointFileName.substring(defaultNamePortion.length());
}
final String cpfn = checkPointFileName;
String[] chkPntFiles = listCheckPointFiles().stream()
.map(n -> n.substring(defaultNamePortion.length()))
.filter(n -> f.parseDateTime(n).isBefore(f.parseDateTime(cpfn)))
.toArray(size -> new String[size]);
if(chkPntFiles != null && chkPntFiles.length > 0) {
return defaultNamePortion.concat(chkPntFiles[chkPntFiles.length - 1]);
}
return null;
}
/**
* Convenience method which returns the store file fully qualified path.
* @return the fully qualified store path
*/
public String currentPath() {
return System.getProperty("user.home") + File.separator + serialConfig.getFileDir() +
File.separator + serialConfig.getFileName();
}
/**
* Creates the serialization file.
*
* @param config the {@link SC} specifying the file storage file
*
* @return the File object
* @throws IOException if there is a problem locating the specified directories or
* creating the file.
*/
File ensurePathExists(SerialConfig config) throws IOException {
return ensurePathExists(config, config.getFileName());
}
/**
*
* For Writing:
* Creates the serialization file.
*
* @param config the {@link SC} specifying the file storage file.\
* @param fileName the name of the file to retrieve
*
* @return the File object
* @throws IOException if there is a problem locating the specified directories or
* creating the file.
*/
File ensurePathExists(SerialConfig config, String fileName) throws IOException {
File serializedFile = null;
try {
writeMonitor.lock();
String path = System.getProperty("user.home") + File.separator + serialConfig.getFileDir();
File customDir = new File(path);
// Make sure container directory exists
customDir.mkdirs();
// Check to make sure the fileName doesn't already include the full path.
serializedFile = new File(fileName.indexOf(customDir.getAbsolutePath()) != -1 ?
fileName : customDir.getAbsolutePath() + File.separator + fileName);
if(!serializedFile.exists()) {
serializedFile.createNewFile();
}
}catch(Exception io) {
throw io;
}finally{
writeMonitor.unlock();
}
return serializedFile;
}
/**
*
* For Reading:
* Returns the File corresponding to "fileName" if this framework is successful in locating
* the specified file, otherwise it throws an {@link IOException}.
*
* @param fileName the name of the file to search for.
* @return the File if the operation is successful, otherwise an exception is thrown
* @throws IOException if the specified file is not found, or there's a problem loading it.
*/
File testFileExists(String fileName) throws IOException, FileNotFoundException {
try {
readMonitor.lock();
String path = System.getProperty("user.home") + File.separator + serialConfig.getFileDir();
File customDir = new File(path);
// Make sure container directory exists
customDir.mkdirs();
File serializedFile = new File(fileName.indexOf(customDir.getAbsolutePath()) != -1 ?
fileName : customDir.getAbsolutePath() + File.separator + fileName);
if(!serializedFile.exists()) {
throw new FileNotFoundException("File \"" + fileName + "\" was not found.");
}
return serializedFile;
}catch(IOException io) {
throw io;
}finally{
readMonitor.unlock();
}
}
/**
* Writes the file contained in "bytes" to disk using the {@link SerialConfig}
* specified which in turn specifies file name and location specifics.
*
* @param config the SerialConfig to use for file name and location
* @param bytes the bytes to write
* @throws IOException if there is a problem writing the file
*/
void writeFile(SerialConfig config, byte[] bytes) throws IOException {
writeFile(config.getFileName(), bytes, config.getOpenOptions());
}
/**
* Writes the file specified by "fileName" using the pre-configured location
* specified by the {@link SerialConfig}.
*
* @param fileName the file name to use
* @param bytes the content to write
* @param options the file handling rules to use
* @throws IOException if there is a problem writing the file
*/
void writeFile(String fileName, byte[] bytes, StandardOpenOption... options) throws IOException {
try {
//writeMonitor.lock();
Path path = ensurePathExists(serialConfig, fileName).toPath();
Files.write(path, bytes, options);
} catch(Exception e) {
lastBytes.set(null);
throw e;
} finally {
//writeMonitor.unlock();
}
lastBytes.set(bytes);
}
/**
* Reads the file located at the path specified and returns the content
* in the form of a byte array.
*
* @param filePath the fully qualified file path
*
* @return a byte array containing the object
* @throws IOException if there is a problem reading the file
*/
byte[] readFile(String filePath) throws IOException {
Path path = testFileExists(filePath).toPath();
return readFile(path);
}
/**
* Reads the file located at the path specified and returns the content
* in the form of a byte array.
*
* @param path the {@link Path} object
* @return a byte array containing the object
* @throws IOException if there is a problem reading the file
*/
byte[] readFile(Path path) throws IOException {
byte[] bytes = null;
try {
//readMonitor.lock();
bytes = Files.readAllBytes(path);
} finally {
//readMonitor.unlock();
}
return bytes;
}
}
}
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