1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500
|
//******************************************************************************
//
// File: WorkerIteration.java
// Package: edu.rit.pj
// Unit: Class edu.rit.pj.WorkerIteration
//
// This Java source file is copyright (C) 2010 by Alan Kaminsky. All rights
// reserved. For further information, contact the author, Alan Kaminsky, at
// ark@cs.rit.edu.
//
// This Java source file is part of the Parallel Java Library ("PJ"). PJ is free
// software; you can redistribute it and/or modify it under the terms of the GNU
// General Public License as published by the Free Software Foundation; either
// version 3 of the License, or (at your option) any later version.
//
// PJ 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 General Public License for more details.
//
// Linking this library statically or dynamically with other modules is making a
// combined work based on this library. Thus, the terms and conditions of the
// GNU General Public License cover the whole combination.
//
// As a special exception, the copyright holders of this library give you
// permission to link this library with independent modules to produce an
// executable, regardless of the license terms of these independent modules, and
// to copy and distribute the resulting executable under terms of your choice,
// provided that you also meet, for each linked independent module, the terms
// and conditions of the license of that module. An independent module is a
// module which is not derived from or based on this library. If you modify this
// library, you may extend this exception to your version of the library, but
// you are not obligated to do so. If you do not wish to do so, delete this
// exception statement from your version.
//
// A copy of the GNU General Public License is provided in the file gpl.txt. You
// may also obtain a copy of the GNU General Public License on the World Wide
// Web at http://www.gnu.org/licenses/gpl.html.
//
//******************************************************************************
package edu.rit.pj;
import edu.rit.mp.ObjectBuf;
import edu.rit.mp.buf.ObjectItemBuf;
import edu.rit.util.Range;
import java.io.IOException;
/**
* Class WorkerIteration is the abstract base class for a worker iteration that
* is executed inside a {@linkplain WorkerRegion}. The worker iteration lets you
* iterate over a group of items, with a separate worker team thread processing
* each item. The generic type parameter T specifies the items' data type. The
* items can be the elements of an array, the items obtained from an {@linkplain
* java.util.Iterator Iterator}, or the items contained in an {@linkplain
* java.lang.Iterable Iterable} collection.
* <P>
* To execute a worker iteration, create a {@linkplain WorkerRegion} object;
* create an instance of a concrete subclass of class WorkerIteration; and pass
* this instance to the worker region's <TT>execute()</TT> method. Either every
* worker team thread must call the worker region's <TT>execute()</TT> method
* with identical arguments, or every thread must not call the
* <TT>execute()</TT> method. You can do all this using an anonymous inner
* class; for example:
* <PRE>
* new WorkerRegion()
* {
* ArrayList<String> list = new ArrayList<String>();
* . . .
* public void run()
* {
* . . .
* execute (list, new WorkerIteration<String>()
* {
* // Thread local variable declarations
* . . .
* public void start()
* {
* // Per-thread pre-loop initialization code
* . . .
* }
* public void run (String item)
* {
* // Loop code
* . . .
* }
* public void finish()
* {
* // Per-thread post-loop finalization code
* . . .
* }
* });
* }
* . . .
* }
* </PRE>
* <P>
* In each process of a cluster parallel program, the worker team has one or
* more worker threads. Every worker thread in every process has a unique worker
* index, going from index 0 for the first worker thread in the first process to
* index <I>K</I>−1 for the last worker thread in the last process, where
* <I>K</I> is the total number of worker threads in all the processes. In
* addition, in one process there is a master thread. The worker and master
* threads all call the worker region's <TT>execute()</TT> method to execute the
* worker for loop. However, the worker and master threads differ in their
* actions.
* <P>
* The master thread does the following. The master sets up the source of items
* to be iterated over -- either an array's elements, an iterator's items, or an
* iterable collection's contents. The master repeatedly sends "tasks" to the
* workers and receives "responses" from the workers. To send a task to a
* particular worker, the master (1) sends a message containing the next item to
* the worker's process; and (2) calls the worker iteration's
* <TT>sendTaskInput()</TT> method. This method's default implementation does
* nothing, but it can be overridden to send additional task input data to the
* worker. To receive a response from a particular worker, the master (1)
* receives a message from the worker's process containing the item that was
* processed (whose state may have changed); and (2) calls the worker
* iteration's <TT>receiveTaskOutput()</TT> method. This method's default
* implementation does nothing, but it can be overridden to receive additional
* task output data from the worker. Once all tasks have been sent to the
* workers and all responses have been received from the workers, the master
* returns from the worker region's <TT>execute()</TT> method.
* <P>
* Each worker thread does the following. The worker calls the worker
* iteration's <TT>start()</TT> method once before processing any items. The
* worker repeatedly receives tasks from the master and sends responses to the
* master. To receive a task from the master, the worker (1) receives a message
* containing the next item from the master's process; and (2) calls the worker
* iteration's <TT>receiveTaskInput()</TT> method. This method's default
* implementation does nothing, but it can be overridden to receive additional
* task input data from the master. The worker now calls the worker iteration's
* <TT>run()</TT> method, passing in the item to be processed. When the
* <TT>run()</TT> method returns, the worker sends the response to the master.
* To send the response, the worker (1) sends a message to the master's process
* containing the item that was processed (whose state may have changed); and
* (2) calls the worker iteration's <TT>sendTaskOutput()</TT> method. This
* method's default implementation does nothing, but it can be overridden to
* send additional task output data to the master. Once all tasks have been
* received from the master and all responses have been sent to the master, the
* worker calls the worker iteration's <TT>finish()</TT> method. (Unlike a
* {@linkplain ParallelIteration}'s threads, the workers do <I>not</I>
* synchronize with each other at a barrier at this point.) The worker then
* returns from the worker region's <TT>execute()</TT> method.
* <P>
* Each message described above is sent with a message tag equal to
* <I>W</I>+<I>T</I>, where <I>W</I> is the worker index and <I>T</I> is the
* "tag offset." The tag offset is <TT>Integer.MIN_VALUE</TT> by default, but
* this can be changed by overriding the <TT>tagOffset()</TT> method. Thus, the
* message tags fall in the range <I>T</I> .. <I>K</I>−1+<I>T</I>, where
* <I>K</I> is the total number of workers in all the processes. The program
* should not use message tags in this range except to send and receive the
* messages described above.
* <P>
* Note that each worker team thread actually creates its own instance of the
* worker iteration class and passes that instance to the worker region's
* <TT>execute()</TT> method. Thus, any fields declared in the worker iteration
* class will <I>not</I> be shared by all the workers, but instead will be
* private to each worker.
* <P>
* The <TT>start()</TT> method is intended for performing per-thread
* initialization before starting the loop iterations. If no such initialization
* is needed, omit the <TT>start()</TT> method.
* <P>
* The <TT>run()</TT> method contains the code for the loop body. It does
* whatever processing is needed on the one item passed in as an argument. Note
* that, unlike a worker for loop (class {@linkplain WorkerForLoop}), a worker
* iteration is not "chunked;" each worker team thread always processes just one
* item at a time.
* <P>
* The <TT>finish()</TT> method is intended for performing per-thread
* finalization after finishing the loop iterations. If no such finalization is
* needed, omit the <TT>finish()</TT> method.
* <P>
* If the worker iteration's <TT>start()</TT>, <TT>run()</TT>, or
* <TT>finish()</TT> method throws an exception in one of the worker threads,
* then that worker thread executes no further code in the loop, and the worker
* region's <TT>execute()</TT> method throws that same exception in that thread.
* However, the other worker threads in the worker team continue to execute.
*
* @param <T> Data type of the items iterated over.
*
* @author Alan Kaminsky
* @version 07-Oct-2010
*/
public abstract class WorkerIteration<T>
extends WorkerConstruct
{
// Exported constructors.
/**
* Construct a new worker iteration.
*/
public WorkerIteration()
{
super();
}
// Exported operations.
/**
* Perform per-thread initialization actions before starting the loop
* iterations. Called by a worker thread.
* <P>
* The <TT>start()</TT> method may be overridden in a subclass. If not
* overridden, the <TT>start()</TT> method does nothing.
*
* @exception Exception
* The <TT>start()</TT> method may throw any exception.
*/
public void start()
throws Exception
{
}
/**
* Send additional input data associated with a task. Called by the master
* thread. The task is denoted by the given item to be processed. The input
* data must be sent using the given communicator, to the given worker
* process rank, with the given message tag.
* <P>
* The <TT>sendTaskInput()</TT> method may be overridden in a subclass. If
* not overridden, the <TT>sendTaskInput()</TT> method does nothing.
*
* @param item Item to be processed.
* @param comm Communicator.
* @param wRank Worker process rank.
* @param tag Message tag.
*
* @exception IOException
* Thrown if an I/O error occurred.
*/
public void sendTaskInput
(T item,
Comm comm,
int wRank,
int tag)
throws IOException
{
}
/**
* Receive input data associated with a task. Called by a worker thread. The
* task is denoted by the given item to be processed. The input data must be
* received using the given communicator, from the given master process
* rank, with the given message tag.
* <P>
* The <TT>receiveTaskInput()</TT> method may be overridden in a subclass.
* If not overridden, the <TT>receiveTaskInput()</TT> method does nothing.
*
* @param item Item to be processed.
* @param comm Communicator.
* @param mRank Master process rank.
* @param tag Message tag.
*
* @exception IOException
* Thrown if an I/O error occurred.
*/
public void receiveTaskInput
(T item,
Comm comm,
int mRank,
int tag)
throws IOException
{
}
/**
* Process one item in this worker iteration. The <TT>run()</TT> method must
* perform the loop body for the given item.
* <P>
* The <TT>run()</TT> method must be overridden in a subclass.
*
* @param item Item.
*
* @exception Exception
* The <TT>run()</TT> method may throw any exception.
*/
public abstract void run
(T item)
throws Exception;
/**
* Send additional output data associated with a task. Called by a worker
* thread. The task is denoted by the given item that was processed (whose
* state may have changed during processing). The output data must be sent
* using the given communicator, to the given master process rank, with the
* given message tag.
* <P>
* The <TT>sendTaskOutput()</TT> method may be overridden in a subclass. If
* not overridden, the <TT>sendTaskOutput()</TT> method does nothing.
*
* @param item Item that was processed.
* @param comm Communicator.
* @param mRank Master process rank.
* @param tag Message tag.
*
* @exception IOException
* Thrown if an I/O error occurred.
*/
public void sendTaskOutput
(T item,
Comm comm,
int mRank,
int tag)
throws IOException
{
}
/**
* Receive additional output data associated with a task. Called by the
* master thread. The task is denoted by the given item that was processed
* (whose state may have changed during processing). The output data must be
* received using the given communicator, from the given worker process
* rank, with the given message tag.
* <P>
* The <TT>receiveTaskOutput()</TT> method may be overridden in a subclass.
* If not overridden, the <TT>receiveTaskOutput()</TT> method does nothing.
*
* @param item Item that was processed.
* @param comm Communicator.
* @param wRank Worker process rank.
* @param tag Message tag.
*
* @exception IOException
* Thrown if an I/O error occurred.
*/
public void receiveTaskOutput
(T item,
Comm comm,
int wRank,
int tag)
throws IOException
{
}
/**
* Perform per-thread finalization actions after finishing the loop
* iterations. Called by a worker thread.
* <P>
* The <TT>finish()</TT> method may be overridden in a subclass. If not
* overridden, the <TT>finish()</TT> method does nothing.
*
* @exception Exception
* The <TT>finish()</TT> method may throw any exception.
*/
public void finish()
throws Exception
{
}
/**
* Returns the tag offset for this worker for loop. Each message between the
* master and worker threads is sent with a message tag equal to
* <I>W</I>+<I>T</I>, where <I>W</I> is the worker index and <I>T</I> is the
* tag offset.
* <P>
* The <TT>tagOffset()</TT> method may be overridden in a subclass. If not
* overridden, the <TT>tagOffset()</TT> returns a default tag offset of
* <TT>Integer.MIN_VALUE</TT>.
*
* @return Tag offset.
*/
public int tagOffset()
{
return Integer.MIN_VALUE;
}
// Hidden operations.
/**
* Execute this worker iteration in the master thread.
*
* @param generator Item generator.
*
* @exception IOException
* Thrown if an I/O error occurred.
*/
void masterExecute
(ItemGenerator<T> generator)
throws IOException
{
int count = myTeam.count;
int remaining = count;
ObjectItemBuf<ItemHolder<T>> buf = ObjectBuf.buffer();
Range tagRange = new Range (tagFor (0), tagFor (count - 1));
Comm comm = myTeam.comm;
// Send initial task to each worker.
for (int w = 0; w < count; ++ w)
{
ItemHolder<T> holder = generator.nextItem();
buf.item = holder;
buf.reset();
int r = myTeam.workerRank (w);
int tag = tagFor (w);
comm.send (r, tag, buf);
if (holder == null)
{
-- remaining;
}
else
{
sendTaskInput (holder.myItem, comm, r, tag);
}
}
// Repeatedly receive a response from a worker and send next task to
// that worker.
while (remaining > 0)
{
CommStatus status = comm.receive (null, tagRange, buf);
ItemHolder<T> holder = buf.item;
int r = status.fromRank;
int tag = status.tag;
int w = workerFor (tag);
receiveTaskOutput (holder.myItem, comm, r, tag);
holder = generator.nextItem();
buf.item = holder;
buf.reset();
comm.send (r, tag, buf);
if (holder == null)
{
-- remaining;
}
else
{
sendTaskInput (holder.myItem, comm, r, tag);
}
}
}
/**
* Execute this worker for loop in a worker thread.
*
* @param w Worker index.
*
* @exception Exception
* This method may throw any exception.
*/
void workerExecute
(int w)
throws Exception
{
Comm comm = myTeam.comm;
int r = myTeam.masterRank();
int tag = tagFor (w);
start();
ObjectItemBuf<ItemHolder<T>> buf = ObjectBuf.buffer();
for (;;)
{
comm.receive (r, tag, buf);
ItemHolder<T> holder = buf.item;
if (holder == null) break;
receiveTaskInput (holder.myItem, comm, r, tag);
run (holder.myItem);
buf.reset();
// The next two statements constitute a critical section; other
// workers in this team must not send messages in between these two
// messages, or the master can deadlock.
synchronized (myTeam)
{
comm.send (r, tag, buf);
sendTaskOutput (holder.myItem, comm, r, tag);
}
}
finish();
}
/**
* Returns the message tag for the given worker index.
*
* @param w Worker index.
*
* @return Message tag.
*/
private int tagFor
(int w)
{
return w + tagOffset();
}
/**
* Returns the worker index for the given message tag.
*
* @param tag Message tag.
*
* @return Worker index.
*/
private int workerFor
(int tag)
{
return tag - tagOffset();
}
}
|