-
Notifications
You must be signed in to change notification settings - Fork 71
/
Copy pathConfiguration.java
executable file
·475 lines (400 loc) · 16.1 KB
/
Configuration.java
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
package configuration;
import org.apache.spark.api.java.JavaSparkContext;
import org.apache.spark.storage.StorageLevel;
import scala.Tuple2;
import java.io.*;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.LinkedHashMap;
import java.util.Stack;
/**
* Configuration contains the full gamut of settings required for various packages in this library.
* In addition, this class contains a runtime logger for timing code sections. Default parameters
* are provided upon instantiation and can be changed using the provided setter methods.
*/
public class Configuration implements Serializable {
/* Used for tracking of elapsed time since initialization */
private final long startTime;
/* Random Number Generator */
protected long seed;
protected byte[] secureSeed;
/* Context */
protected String context;
/* Verbose Flag */
private boolean verboseFlag;
private HashMap<String, Long> timerLogs;
private int indentation;
private boolean previousEnd;
/* Runtime Logging */
private boolean runtimeFlag;
private String rootDirectory;
/* HashMap<context, Tuple2<filename, isHeaderWritten>> */
private HashMap<String, Tuple2<String, Boolean>> runtimeFiles;
/* HashMap<context, LinkedHashMap<header, Stack<Tuple2<nanotime, isEndTime>>>> */
private HashMap<String, LinkedHashMap<String, Stack<Tuple2<Long, Boolean>>>> runtimeLogs;
/* System Configurations */
private int numExecutors;
private int numCores;
private int numMemory;
private int numPartitions;
private StorageLevel storageLevel;
private JavaSparkContext sc;
/* Debug Flag runs assertion checks for debugging */
private boolean debugFlag;
public Configuration() {
seed = 5;
secureSeed = null;
verboseFlag = true;
timerLogs = new HashMap<>();
indentation = 0;
previousEnd = false;
startTime = System.nanoTime();
runtimeFlag = true;
context = "config-default";
rootDirectory = "/tmp/spark-events/";
runtimeFiles = new HashMap<>();
runtimeLogs = new HashMap<>();
numExecutors = 1;
numCores = 1;
numMemory = 16;
numPartitions = 2;
storageLevel = StorageLevel.MEMORY_AND_DISK_SER();
debugFlag = false;
}
public Configuration(
final int numExecutors,
final int numCores,
final int numMemory,
final int numPartitions,
final JavaSparkContext sc,
final StorageLevel storageLevel) {
this();
this.numExecutors = numExecutors;
this.numCores = numCores;
this.numMemory = numMemory;
this.numPartitions = numPartitions;
this.sc = sc;
this.storageLevel = storageLevel;
sc.setLogLevel("ERROR");
}
/**
* Prints the message and stores the current time for tracking runtime.
*/
public void beginLog(final String message, final boolean indent) {
if (verboseFlag) {
System.out.println("");
printIndentation();
System.out.println("Starting : " + message + " " + elapsedTimeInSeconds());
if (indent) {
indentation++;
}
if (previousEnd) {
previousEnd = false;
}
timerLogs.put(message, System.nanoTime());
}
}
/**
* Prints the message as defined by the above beginLog() with default parameter indent=true.
*/
public void beginLog(final String message) {
beginLog(message, true);
}
/**
* Prints the message and prints the total runtime of the code section.
* If beginLog() was not invoked for this message, the resulting runtime is not returned.
*/
public void endLog(final String message, final boolean indent) {
if (verboseFlag) {
final long endTime = System.nanoTime();
double totalTime = (endTime - timerLogs.getOrDefault(message, endTime)) / 1000000.0;
if (timerLogs.containsKey(message)) {
timerLogs.remove(message);
}
if (indent) {
indentation--;
}
// Prints new line if there is two endLog() invocations in a row.
if (previousEnd) {
// Print newline
System.out.println("");
}
// Print message indentation.
printIndentation();
if (totalTime == 0) {
// Print message.
System.out.println("Ending : " + message);
} else {
String timeOutput;
if (totalTime >= 1000) {
totalTime = Math.round(totalTime * 100) / 100;
totalTime = totalTime / 1000.0;
timeOutput = totalTime + " seconds";
} else {
timeOutput = totalTime + " milliseconds";
}
// Print message.
System.out
.println("Ending : " + message + " " + elapsedTimeInSeconds() + " - " + timeOutput);
}
previousEnd = true;
}
}
/**
* Prints the message as defined by the above endLog() with default parameter indent=true.
*/
public void endLog(final String message) {
endLog(message, true);
}
/**
* Initializes a new runtime metadata record for the specified context and header in runtimeLogs.
* Note, if the specified context and header are not present in the records, then the
* necessary records are created. If the last header record is not completed, then
* nothing is done. Observe that 'null' is used to denote metadata status.
*/
public void beginRuntimeMetadata(final String header, final Long data) {
if (!runtimeFlag) {
return;
}
if (!runtimeFiles.containsKey(context)
|| !runtimeLogs.containsKey(context)
|| !runtimeLogs.get(context).containsKey(header)) {
newRuntimeLog(context, header);
}
final Stack<Tuple2<Long, Boolean>> headerStack = runtimeLogs.get(context).get(header);
headerStack.push(new Tuple2<>(data, null));
}
/**
* Initalizes a new runtime record for the specified context and header in runtimeLogs.
* Note, if the specified context and header are not present in the records, then the
* necessary records are created. If the last header record is not completed, then
* nothing is done.
*/
public void beginRuntime(final String header) {
if (!runtimeFlag) {
return;
}
if (!runtimeFiles.containsKey(context)
|| !runtimeLogs.containsKey(context)
|| !runtimeLogs.get(context).containsKey(header)) {
newRuntimeLog(context, header);
}
final Stack<Tuple2<Long, Boolean>> headerStack = runtimeLogs.get(context).get(header);
// If the last record on the stack was not finished, remove it
// and overwrite it with this new record.
if (!headerStack.isEmpty() && !headerStack.peek()._2) {
headerStack.pop();
}
headerStack.push(new Tuple2<>(System.nanoTime(), false));
}
/**
* Completes an existing runtime record for the specified context and header, setting
* boolean to true, representing a completion of the time calculation for this record.
* Note, if the specified context and header are not present in the records, then
* nothing is done. If the last header record is already completed, then nothing is done.
*/
public void endRuntime(final String header) {
if (!runtimeFlag) {
return;
}
if (runtimeFiles.containsKey(context)
&& runtimeLogs.containsKey(context)
&& runtimeLogs.get(context).containsKey(header)) {
final Stack<Tuple2<Long, Boolean>> headerStack = runtimeLogs.get(context).get(header);
if (!headerStack.peek()._2) {
headerStack.push(new Tuple2<>(System.nanoTime() - headerStack.pop()._1, true));
}
}
}
/**
* Writes all runtime data from runtimeLogs into the specified context file. Note, if the
* specified context and header are not present in the records, then nothing is done. If the
* length of the keyList and valueList do not match, then nothing is done. If any record
* for a respective header has boolean value false, then that record is logged as -1.
*/
public void writeRuntimeLog(final String context) {
if (!runtimeFlag) {
return;
}
try {
if (runtimeFiles.containsKey(context) && runtimeLogs.containsKey(context)) {
final String runtimeFileName = runtimeFiles.get(context)._1;
final LinkedHashMap<String, Stack<Tuple2<Long, Boolean>>> headers = runtimeLogs
.get(context);
final ArrayList<String> keyList = new ArrayList<>(headers.keySet());
final ArrayList<Stack<Tuple2<Long, Boolean>>> valueList = new ArrayList<>(headers.values());
storeSparkConfiguration(runtimeFileName);
final StringBuilder sb = new StringBuilder();
if (keyList.size() == valueList.size()) {
// Write the CSV headers if they haven't been written yet.
// if (!runtimeFiles.get(context)._2) {
//
// for (int i = 0; i < keyList.size(); i++) {
// sb.append(keyList.get(i));
//
// // Append time denomination, if not metadata.
// if (valueList.get(i).isEmpty() || valueList.get(i).peek()._2 != null) {
// sb.append(" (sec)");
// }
//
// if (i < keyList.size() - 1) {
// sb.append(",");
// } else {
// sb.append("\n");
// }
// }
//
// // Record that the header has now been written.
// runtimeFiles.put(context, new Tuple2<>(runtimeFileName, true));
// }
// Write the CSV values row-wise.
for (int i = 0; i < valueList.size(); i++) {
if (!valueList.get(i).isEmpty() && valueList.get(i).peek()._2 == null) {
sb.append(valueList.get(i).pop()._1);
} else if (valueList.get(i).isEmpty() || !valueList.get(i).peek()._2) {
sb.append(-1);
} else {
sb.append(valueList.get(i).pop()._1 / 1000000000.0);
}
if (i < valueList.size() - 1) {
sb.append(",");
} else {
sb.append("\n");
}
}
}
PrintWriter pw;
final File file = new File(runtimeFileName);
file.getParentFile().mkdirs();
pw = new PrintWriter(new FileWriter(file, true));
// Append to existing file, if it exists.
if (file.exists() && !file.isDirectory()) {
pw.append(sb.toString());
} else {
pw.write(sb.toString());
}
pw.close();
}
} catch (FileNotFoundException e1) {
System.out.println("Error with log file creation");
} catch (IOException e1) {
System.out.println("Error with path creation");
}
}
public void setSeed(final long _seed) {
seed = _seed;
}
public void setSecureSeed(final byte[] _secureSeed) {
secureSeed = _secureSeed;
}
public void setVerboseFlag(final boolean _verboseFlag) {
verboseFlag = _verboseFlag;
}
public void setDebugFlag(final boolean _debugFlag) {
debugFlag = _debugFlag;
}
public void setRuntimeFlag(final boolean _runtimeFlag) {
runtimeFlag = _runtimeFlag;
}
public void setContext(final String _context) {
final String metadata =
"-" + numExecutors + "exec-" + numCores + "cpu-"
+ numMemory + "mem-" + numPartitions + "partitions";
context = _context + metadata;
}
public int numExecutors() {
return numExecutors;
}
public StorageLevel storageLevel() {
return storageLevel;
}
public int numPartitions() {
return numPartitions;
}
public long seed() {
return seed;
}
public byte[] secureSeed() {
return secureSeed;
}
public boolean verboseFlag() {
return verboseFlag;
}
public boolean debugFlag() {
return debugFlag;
}
public String context() {
return context;
}
public JavaSparkContext sparkContext() {
return sc;
}
private void printIndentation() {
for (int i = 0; i < indentation; i++) {
System.out.print("\t");
}
}
private String elapsedTimeInSeconds() {
return "[" + ((System.nanoTime() - startTime) / 1000000000.0) + " seconds elapsed]";
}
/**
* Initializes a new CSV runtime log file with filename in format
* "logs/{time}_{date}/{context}.csv" and CSV headers as provided in variable headers.
*/
private void newRuntimeLog(final String context, final String... headers) {
// If runtimeFiles does not contain this context, then record a context and file name.
if (!runtimeFiles.containsKey(context)) {
final String runtimeFileName = rootDirectory + "src/main/resources/logs/" + context + ".csv";
runtimeFiles.put(context, new Tuple2<>(runtimeFileName, false));
}
// If runtimeLogs does not contain this context, then create this context
// and link the associated headers. Else If this context exists, but this
// header record does not exist, then create the header record.
if (!runtimeLogs.containsKey(context)) {
final LinkedHashMap<String, Stack<Tuple2<Long, Boolean>>> headersMap = new LinkedHashMap<>();
for (String header : headers) {
headersMap.put(header, new Stack<>());
}
runtimeLogs.put(context, headersMap);
} else {
final LinkedHashMap<String, Stack<Tuple2<Long, Boolean>>> headersMap = runtimeLogs
.get(context);
for (String header : headers) {
if (!headersMap.containsKey(header)) {
headersMap.put(header, new Stack<>());
}
}
}
}
private void storeSparkConfiguration(final String contextFileName) {
if (sc != null) {
final String system =
"\n----------------------------------------------------------------------------\n"
+ "Instantiated as: \n"
+ numExecutors + " executors\n"
+ numCores + " cores per executor\n"
+ numMemory + " GB RAM memory per executor\n"
+ numPartitions + " partitions per RDD\n\nSpark Configuration:\n";
final String debugString = sc.getConf().toDebugString();
final String systemFileName =
contextFileName.substring(0, contextFileName.length() - 4) + "-system.txt";
try {
PrintWriter pw;
final File file = new File(systemFileName);
file.getParentFile().mkdirs();
pw = new PrintWriter(new FileWriter(file, true));
// Append to existing file, if it exists.
if (file.exists() && !file.isDirectory()) {
pw.append(system + debugString);
} else {
pw.write(system + debugString);
}
pw.close();
} catch (FileNotFoundException e1) {
System.out.println("Error with log file creation");
} catch (IOException e1) {
System.out.println("Error with path creation");
}
}
}
}