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feat: gc log analyzer supports metric
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134 changes: 134 additions & 0 deletions
134
analysis/gc-log/src/main/java/org/eclipse/jifa/gclog/fragment/Context.java
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/******************************************************************************** | ||
* Copyright (c) 2023 Contributors to the Eclipse Foundation | ||
* | ||
* See the NOTICE file(s) distributed with this work for additional | ||
* information regarding copyright ownership. | ||
* | ||
* This program and the accompanying materials are made available under the | ||
* terms of the Eclipse Public License 2.0 which is available at | ||
* http://www.eclipse.org/legal/epl-2.0 | ||
* | ||
* SPDX-License-Identifier: EPL-2.0 | ||
********************************************************************************/ | ||
package org.eclipse.jifa.gclog.fragment; | ||
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import com.google.common.collect.ImmutableSet; | ||
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import java.io.BufferedReader; | ||
import java.io.ByteArrayInputStream; | ||
import java.io.InputStream; | ||
import java.io.InputStreamReader; | ||
import java.util.Comparator; | ||
import java.util.List; | ||
import java.util.Set; | ||
import java.util.regex.Matcher; | ||
import java.util.regex.Pattern; | ||
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public class Context { | ||
private List<String> context; | ||
private final ContextComparator contextComparator = new ContextComparator(); | ||
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/* to match the following timestamp pattern: | ||
[2023-08-25T14:28:44.980+0800][0.076s] GC(374) Pause Mark Start 4.459ms | ||
2022-11-28T14:57:05.341+0800: 6.340: [CMS-concurrent-mark-start] | ||
[7.006s] GC(374) Pause Mark Start 4.459ms | ||
675.461: [CMS-concurrent-mark-start] | ||
*/ | ||
static Pattern[] timestampPatternToChoose = { | ||
Pattern.compile("\\[[\\d-T:+.]+]\\[(\\d+\\.\\d+)s][\\s\\S]*"), | ||
Pattern.compile("[\\d-T:+.]+ (\\d+\\.\\d+): \\[[\\s\\S]*"), | ||
Pattern.compile("\\[(\\d+\\.\\d+)s][\\s\\S]*"), | ||
Pattern.compile("(\\d+\\.\\d+): \\[[\\s\\S]*") | ||
}; | ||
private Pattern timestampPattern; | ||
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public Context(List<String> context) throws RuntimeException{ | ||
this.context = context; | ||
selectTimestampPattern(); | ||
sort(); | ||
} | ||
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public BufferedReader toBufferedReader() { | ||
String joinedString = String.join("\n", context); | ||
InputStream inputStream = new ByteArrayInputStream(joinedString.getBytes()); | ||
return new BufferedReader(new InputStreamReader(inputStream)); | ||
} | ||
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private void selectTimestampPattern() throws RuntimeException{ | ||
for (String str : context) { | ||
for (Pattern pattern : timestampPatternToChoose) { | ||
if (pattern.matcher(str).matches()) { | ||
timestampPattern = pattern; | ||
return; | ||
} | ||
} | ||
} | ||
throw new RuntimeException("fail to parse timestamp"); | ||
} | ||
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class ContextComparator implements Comparator<String> { | ||
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static Set<String> precedentPatternSet = new ImmutableSet.Builder<String>() | ||
.add("Pause Young", "Pause Initial Mark", "CMS Initial Mark", "Concurrent Cycle", "Concurrent Mark").build(); | ||
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boolean isPrecedent(String str) { | ||
return precedentPatternSet.stream().anyMatch(str::contains); | ||
} | ||
/* | ||
return value: | ||
1: place string2 in prior to string1 | ||
-1: place string1 in prior to string2 | ||
*/ | ||
@Override | ||
public int compare(String o1, String o2) { | ||
Matcher matcher; | ||
String timestampString1, timestampString2; | ||
if ((matcher = timestampPattern.matcher(o1)).matches()) { | ||
timestampString1 = matcher.group(1); | ||
} else { | ||
// string2 in prior to string1: | ||
// string1 doesn't match, thus place it at the tail of the list. | ||
return 1; | ||
} | ||
if ((matcher = timestampPattern.matcher(o2)).matches()) { | ||
timestampString2 = matcher.group(1); | ||
} else { | ||
// place string1 in prior to string2: | ||
// string2 doesn't match, thus place string1 before it. | ||
return -1; | ||
} | ||
//return Double.parseDouble(timestampString1) > Double.parseDouble(timestampString2) ? 1 : -1; | ||
if (timestampString1.equals(timestampString2)) { | ||
if (isPrecedent(o1)) { | ||
// place string1 in prior to string2: | ||
return -1; | ||
} | ||
if (isPrecedent(o2)) { | ||
// place string2 in prior to string1: | ||
return 1; | ||
} | ||
return 0; | ||
} else { | ||
return Double.parseDouble(timestampString1) > Double.parseDouble(timestampString2) ? 1 : -1; | ||
} | ||
} | ||
} | ||
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private void sort() { | ||
context.sort(contextComparator); | ||
} | ||
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// for debug | ||
private void checkStartWithTimeStamp() { | ||
for (String str : context) { | ||
if (!timestampPattern.matcher(str).matches()) { | ||
throw new RuntimeException("found invalid string which doesn't start with a required timestamp: " + str); | ||
} | ||
} | ||
} | ||
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// for debug | ||
private void filterInvalidFragment() { | ||
context.removeIf(str -> !timestampPattern.matcher(str).matches()); | ||
} | ||
} |
79 changes: 79 additions & 0 deletions
79
analysis/gc-log/src/main/java/org/eclipse/jifa/gclog/fragment/GCLogAnalyzer.java
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/******************************************************************************** | ||
* Copyright (c) 2023 Contributors to the Eclipse Foundation | ||
* | ||
* See the NOTICE file(s) distributed with this work for additional | ||
* information regarding copyright ownership. | ||
* | ||
* This program and the accompanying materials are made available under the | ||
* terms of the Eclipse Public License 2.0 which is available at | ||
* http://www.eclipse.org/legal/epl-2.0 | ||
* | ||
* SPDX-License-Identifier: EPL-2.0 | ||
********************************************************************************/ | ||
package org.eclipse.jifa.gclog.fragment; | ||
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import lombok.NoArgsConstructor; | ||
import lombok.extern.slf4j.Slf4j; | ||
import org.eclipse.jifa.gclog.model.GCModel; | ||
import org.eclipse.jifa.gclog.parser.GCLogParser; | ||
import org.eclipse.jifa.gclog.parser.GCLogParserFactory; | ||
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import java.io.*; | ||
import java.util.*; | ||
import java.util.concurrent.ConcurrentHashMap; | ||
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@NoArgsConstructor | ||
@Slf4j | ||
public class GCLogAnalyzer { | ||
private final Map<Map<String, String>, GCLogParser> parserMap = new ConcurrentHashMap<>(); | ||
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public List<Metric> parseToMetrics(List<String> rawContext, Map<String, String> instanceId, long startTime, long endTime) throws Exception { | ||
Context context = new Context(rawContext); | ||
BufferedReader br = context.toBufferedReader(); | ||
GCLogParser parser = selectParser(instanceId, br); | ||
GCModel model = parser.parse(br); | ||
br.close(); | ||
if (!model.isEmpty()) { | ||
model.calculateDerivedInfo(null); | ||
return new GCModelConverter().toMetrics(model, instanceId, startTime, endTime); | ||
} | ||
return null; | ||
} | ||
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public GCModel parseToGCModel(List<String> rawContext, Map<String, String> instanceId) { | ||
Context context = new Context(rawContext); | ||
BufferedReader br = context.toBufferedReader(); | ||
GCModel model = null; | ||
try { | ||
GCLogParser parser = selectParser(instanceId, br); | ||
model = parser.parse(br); | ||
br.close(); | ||
if (!model.isEmpty()) { | ||
model.calculateDerivedInfo(null); | ||
} else { | ||
model = null; | ||
} | ||
} catch (Exception e) { | ||
log.error("fail to parse context "); | ||
log.error(e.getMessage()); | ||
model = null; | ||
} finally { | ||
return model; | ||
} | ||
} | ||
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private GCLogParser selectParser(Map<String, String> instanceId, BufferedReader br) throws IOException { | ||
GCLogParser parser = parserMap.get(instanceId); | ||
if (parser == null) { | ||
GCLogParserFactory logParserFactory = new GCLogParserFactory(); | ||
// max length in hotspot | ||
int MAX_SINGLE_LINE_LENGTH = 2048; | ||
br.mark(GCLogParserFactory.MAX_ATTEMPT_LINE * MAX_SINGLE_LINE_LENGTH); | ||
parser = logParserFactory.getParser(br); | ||
br.reset(); | ||
parserMap.put(instanceId, parser); | ||
} | ||
return parser; | ||
} | ||
} | ||
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132 changes: 132 additions & 0 deletions
132
analysis/gc-log/src/main/java/org/eclipse/jifa/gclog/fragment/GCModelConverter.java
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/******************************************************************************** | ||
* Copyright (c) 2023 Contributors to the Eclipse Foundation | ||
* | ||
* See the NOTICE file(s) distributed with this work for additional | ||
* information regarding copyright ownership. | ||
* | ||
* This program and the accompanying materials are made available under the | ||
* terms of the Eclipse Public License 2.0 which is available at | ||
* http://www.eclipse.org/legal/epl-2.0 | ||
* | ||
* SPDX-License-Identifier: EPL-2.0 | ||
********************************************************************************/ | ||
package org.eclipse.jifa.gclog.fragment; | ||
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import com.google.common.collect.ImmutableMap; | ||
import com.google.common.collect.ImmutableSet; | ||
import lombok.extern.slf4j.Slf4j; | ||
import org.eclipse.jifa.gclog.event.GCEvent; | ||
import org.eclipse.jifa.gclog.event.evnetInfo.MemoryArea; | ||
import org.eclipse.jifa.gclog.model.GCModel; | ||
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import org.eclipse.jifa.gclog.util.Constant; | ||
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import java.util.*; | ||
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@Slf4j | ||
public class GCModelConverter { | ||
public List<Metric> toMetrics(GCModel gcModel, Map<String, String> instanceId, long startTime, long endTime) { | ||
List<Metric> result = new ArrayList<>(); | ||
Map<String, String> sharedLabels = new HashMap<>(instanceId); | ||
sharedLabels.put("gc_type", gcModel.getCollectorType().getName()); | ||
for (GCEvent gcEvent : gcModel.getGcEvents()) { | ||
long timestamp = (long)(gcModel.getReferenceTimestamp() + gcEvent.getStartTime()); | ||
if (timestamp >= startTime && timestamp < endTime) { | ||
result.addAll(new GCEventConverter().toMetrics(gcEvent, timestamp, sharedLabels)); | ||
} | ||
} | ||
return result; | ||
} | ||
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private class GCEventConverter { | ||
private GCEvent gcEvent; | ||
private long timestamp; | ||
private Map<String, String> sharedLabels; | ||
private List<Metric> result = new ArrayList<>(); | ||
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public List<Metric> toMetrics(GCEvent gcEvent, long timestamp, Map<String, String> sharedLabels) { | ||
this.gcEvent = gcEvent; | ||
this.timestamp = timestamp; | ||
this.sharedLabels = sharedLabels; | ||
addMetricCpuTime(); | ||
addMetricDuration(); | ||
addMetricMemoryUsage(); | ||
addMetricPause(); | ||
addMetricPromotion(); | ||
addMetricSubphase(); | ||
return result; | ||
} | ||
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private Map<String, String> buildLabel() { | ||
return sharedLabels; | ||
} | ||
private Map<String, String> buildLabel(String key, String value) { | ||
Map<String, String> label = new HashMap<>(sharedLabels); | ||
label.put(key, value); | ||
return label; | ||
} | ||
private Map<String, String> buildLabel(String key1, String value1, String key2, String value2) { | ||
Map<String, String> label = new HashMap<>(sharedLabels); | ||
label.put(key1, value1); | ||
label.put(key2, value2); | ||
return label; | ||
} | ||
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private void addMetricDuration() { | ||
if (gcEvent.getDuration() == Constant.UNKNOWN_DOUBLE) { | ||
return; | ||
} | ||
result.add(new Metric(timestamp, buildLabel(), "GC_COST_TIME", gcEvent.getDuration())); | ||
} | ||
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private void addMetricPause() { | ||
if (gcEvent.getPause() == Constant.UNKNOWN_DOUBLE) { | ||
return; | ||
} | ||
result.add(new Metric(timestamp, buildLabel("type", gcEvent.getEventType().getName()), "GC_PAUSE_TIME", gcEvent.getPause())); | ||
} | ||
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private void addMetricPromotion() { | ||
if (gcEvent.getPromotion() == Constant.UNKNOWN_INT) { | ||
return; | ||
} | ||
result.add(new Metric(timestamp, buildLabel(), "GC_PROMOTION", gcEvent.getPromotion())); | ||
} | ||
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private void addMetricCpuTime() { | ||
if (gcEvent.getCpuTime() == null) { | ||
return; | ||
} | ||
final Set<String> typeSet = new ImmutableSet.Builder<String>().add("USER", "SYS", "REAL").build(); | ||
typeSet.forEach(type -> | ||
result.add(new Metric(timestamp, buildLabel("type", type), "GC_CPU_USED", gcEvent.getCpuTime().getValue(type))) | ||
); | ||
} | ||
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private void addMetricMemoryUsage() { | ||
final Map<String, MemoryArea> memoryAreaMap = new ImmutableMap.Builder<String, MemoryArea>() | ||
.put("Young", MemoryArea.YOUNG) | ||
.put("Old", MemoryArea.OLD) | ||
.put("Humongous", MemoryArea.HUMONGOUS) | ||
.put("Heap", MemoryArea.HEAP) | ||
.put("Metaspace", MemoryArea.METASPACE) | ||
.build(); | ||
memoryAreaMap.forEach((key, value) -> { | ||
if (gcEvent.getMemoryItem(value) != null) { | ||
result.add(new Metric(timestamp, buildLabel("type", key), "BEFORE_GC_REGION_SIZE", gcEvent.getMemoryItem(value).getPreUsed())); | ||
result.add(new Metric(timestamp, buildLabel("type", key), "AFTER_GC_REGION_SIZE", gcEvent.getMemoryItem(value).getPostUsed())); | ||
} | ||
}); | ||
} | ||
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private void addMetricSubphase() { | ||
if (gcEvent.getPhases() == null) { | ||
return; | ||
} | ||
gcEvent.getPhases().forEach(subphase -> | ||
result.add(new Metric(timestamp, | ||
buildLabel("subphase", subphase.getEventType().getName(), "type", gcEvent.getEventType().getName()), | ||
"GC_SUBPHASE_TIME", subphase.getDuration()))); | ||
} | ||
} | ||
} |
27 changes: 27 additions & 0 deletions
27
analysis/gc-log/src/main/java/org/eclipse/jifa/gclog/fragment/Metric.java
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/******************************************************************************** | ||
* Copyright (c) 2023 Contributors to the Eclipse Foundation | ||
* | ||
* See the NOTICE file(s) distributed with this work for additional | ||
* information regarding copyright ownership. | ||
* | ||
* This program and the accompanying materials are made available under the | ||
* terms of the Eclipse Public License 2.0 which is available at | ||
* http://www.eclipse.org/legal/epl-2.0 | ||
* | ||
* SPDX-License-Identifier: EPL-2.0 | ||
********************************************************************************/ | ||
package org.eclipse.jifa.gclog.fragment; | ||
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import lombok.AllArgsConstructor; | ||
import lombok.Getter; | ||
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import java.util.Map; | ||
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@AllArgsConstructor | ||
@Getter | ||
public class Metric { | ||
long timestamp; | ||
Map<String, String> label; | ||
String name; | ||
double value; | ||
} |
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