From 0272fc354a3de0d392783dbe9ac188f813af6cc5 Mon Sep 17 00:00:00 2001 From: jah12014 Date: Wed, 14 Feb 2018 13:24:32 -0500 Subject: [PATCH] Adding heat map graph --- IncrementalMinimization/generate_graph.py | 2 +- IncrementalMinimization/record_graph.py | 68 ++++++ IncrementalMinimization/results/heatmap.png | Bin 0 -> 271657 bytes .../results/record_test.txt | 165 ++++++++++++++ IncrementalMinimization/src/DisjointSets.java | 32 +++ .../src/IncrementalMinimization.java | 48 +++- .../src/TestDisjointSets.java | 36 ++- .../src/TestIncrementalMinimization.java | 211 +++++++++++++++++- 8 files changed, 543 insertions(+), 19 deletions(-) create mode 100644 IncrementalMinimization/record_graph.py create mode 100644 IncrementalMinimization/results/heatmap.png create mode 100644 IncrementalMinimization/results/record_test.txt diff --git a/IncrementalMinimization/generate_graph.py b/IncrementalMinimization/generate_graph.py index 80f72c1d..03aa9e00 100644 --- a/IncrementalMinimization/generate_graph.py +++ b/IncrementalMinimization/generate_graph.py @@ -23,7 +23,7 @@ def mergeData(data, index): for row in data: if new_data and new_data[-1][index] == row[index]: old_row = new_data[-1] - count += 1 + count += 1 for i in range(0, len(old_row)): if i != index: old_row[i] += (row[i] - old_row[i])/float(count) #running average diff --git a/IncrementalMinimization/record_graph.py b/IncrementalMinimization/record_graph.py new file mode 100644 index 00000000..f128f10a --- /dev/null +++ b/IncrementalMinimization/record_graph.py @@ -0,0 +1,68 @@ +import numpy +import matplotlib.pyplot as pyplot +import plotly.plotly as plotly +import plotly.tools as plottls + +import sys + +xAxis = "Percentage of Time Passed" +yAxis = "Number of States" +title = "Progress of Symbolic Incremental Minimization" + +testsfile = sys.argv[1] + +def toNum(s): + if s.isdigit(): + return int(s) + else: + return float(s) + +with open(testsfile, "r") as f: + fStrings = f.read().split("\n") + +title_row = fStrings[0].split(',') +x = [toNum(s) for s in title_row[1:-1] if s] + +y = [] +z = [] +for row in fStrings[1:]: + if row: + row = row.split(",") + print(row) + states = toNum(row[0]) + for percent in row[1:-1]: + z.append(toNum(percent)) + y.append(states) + + +x = numpy.unique(x) +y = numpy.unique(y) +X,Y = numpy.meshgrid(x,y) +z = numpy.array(z) +Z = z.reshape(len(y),len(x)) +print(y) +print(x) +print(Z) +pyplot.pcolormesh(X,Y,Z) +bar = pyplot.colorbar() +bar.set_label("Percentage of Minimization Completed") + +""" + +fig = pyplot.figure() +ax = fig.add_subplot(111) +ax.set_title(title) +plotly_fig = plottls.mpl_to_plotly(fig) +""" + +""" +hexbins = pyplot.hexbin(x,y, gridsize=100, cmap = 'inferno') +pyplot.axis([xmin, xmax, ymin, ymax]) +colorbar = pyplot.colorbar(hexbins) +""" + +pyplot.title(title) +pyplot.ylabel(yAxis) +pyplot.xlabel(xAxis) +pyplot.xticks(range(0,110,10),["{}%".format(p) for p in title_row[1:-1]]) +pyplot.savefig("heatmap.png", dpi=600) diff --git a/IncrementalMinimization/results/heatmap.png b/IncrementalMinimization/results/heatmap.png new file mode 100644 index 0000000000000000000000000000000000000000..3d56bca02d1b236a00a348e787bef7afb3df9559 GIT binary patch literal 271657 zcmeFZ`9GFx`#pX)pcGMvA{mQ_BB7A644H>y43#M|Wy+8UAwz^hhGZ(rOfpo+92rWP zGenV4B7E0X&+~r2pXc+#_aE3^dvCG3uj{(c^Ei)V9c!)Q4pvt^NkzGfl0+g=DV~zk zB$2k^k6TV`BFDFMzHS+O+vp^tsJ#haS2tM%;pfelPw6|6NQMf;zw79tWu-}^y(C3B zX>GTJFMTGqT?;Gqvp?HA)~Ay-AHK{-R%q&6E;Y$$aVCCk@4cN0p;~DZWbcQ~@}
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zeU;7s+q*XWduC5#{eMpps@LVy!v6AQN?vu8|25HQ)bF3S{MYyF8}<1SeEp4ar_YP# z>u-9r_@6tS4!0X^S5m60Cs+Wb|6Ql{|EKeHg|L private HashMap parentMap; private HashMap rankMap; + private int size; public DisjointSets() { parentMap = new HashMap(); rankMap = new HashMap(); + size = 0; } public DisjointSets(Collection identifiers) { parentMap = new HashMap(); rankMap = new HashMap(); + size=0; for(E identifier : identifiers) { make(identifier); + size++; + } + } + + public DisjointSets(DisjointSets disjointSets) + { + parentMap = new HashMap(); + rankMap = new HashMap(); + size=0; + HashMap> sets = disjointSets.getSets(); + for (E iden : sets.keySet()) + { + make(iden); + HashSet set = sets.get(iden); + for (E elem : set) + { + if (elem != iden) + { + make(elem); + } + union(elem, iden); + } } } @@ -37,6 +62,7 @@ public void make(E identifier) throws IllegalArgumentException { parentMap.put(identifier, null); rankMap.put(identifier, 1); + size++; } else { @@ -97,6 +123,7 @@ else if (rank1 > rank2) union_iden = iden2; } } + size--; return union_iden; } @@ -120,6 +147,11 @@ public HashMap> getSets() return sets; } + public int size() + { + return size; + } + public String toString() { return getSets().toString(); diff --git a/IncrementalMinimization/src/IncrementalMinimization.java b/IncrementalMinimization/src/IncrementalMinimization.java index b9380072..8ba3b895 100644 --- a/IncrementalMinimization/src/IncrementalMinimization.java +++ b/IncrementalMinimization/src/IncrementalMinimization.java @@ -234,7 +234,7 @@ public static SFA incrementalMinimize(SFA aut, BooleanAlgebra min = new IncrementalMinimization(aut, ba); - return min.minimize(budget, upfront); + return min.minimize(budget, upfront, false); } catch(TimeBudgetExceeded e) { @@ -259,6 +259,9 @@ public static SFA incrementalMinimize(SFA aut, BooleanAlgebra> neq; private LinkedHashMap distanceToFinalMap; private StateComparator stateComp; + private Long startTime; + private LinkedHashMap record; //maps time stamps to number of states + private Long singularRecord = null; public IncrementalMinimization(SFA aut, BooleanAlgebra ba) throws TimeoutException { @@ -272,6 +275,8 @@ public IncrementalMinimization(SFA aut, BooleanAlgebra ba) throws Time this.neq = new HashSet>(num_pairs, 0.9f); //won't exceed initial capacity this.distanceToFinalMap = generateDistanceToFinalMap(); this.stateComp = new StateComparator(); + this.startTime = null; + this.record = new LinkedHashMap(); } private LinkedHashMap generateDistanceToFinalMap() @@ -351,13 +356,14 @@ private boolean isSinkState(Integer p) private boolean isKnownNotEqual(Integer p, Integer q) { - if (neq.contains(normalize(p,q))) + List normalizedPair = normalize(p,q); + if (neq.contains(normalizedPair)) { return true; } else if (!distanceToFinalMap.get(p).equals(distanceToFinalMap.get(q))) { - neq.add(normalize(p,q)); + neq.add(normalizedPair); return true; } else @@ -389,6 +395,12 @@ private SFA mergeSFAStates(DisjointSets equivClasses) throws Timeo return minAut; } + private void updateRecord(DisjointSets equivClasses) + { + Long time = System.nanoTime(); + record.put(time, equivClasses.getSets().size()); + } + private void timeCheck(long endTime, DisjointSets equivClasses) throws TimeoutException { if(System.nanoTime() > endTime) @@ -406,16 +418,21 @@ private void timeCheck(long endTime, DisjointSets equivClasses) throws } } - public SFA minimize(long budget, boolean upfront) + public SFA minimize(long budget, boolean upfront, boolean recordMinimization) throws TimeoutException { - long endTime = System.nanoTime() + budget; + this.startTime = System.nanoTime(); + long endTime = startTime + budget; if (endTime < 0) //indicates overflow { endTime = Long.MAX_VALUE; } if(aut.isEmpty()) { + if(recordMinimization) + { + this.singularRecord = System.nanoTime() - startTime; + } return SFA.getEmptySFA(ba); } ArrayList

upfront_minterms = null; @@ -477,8 +494,11 @@ else if(equivClasses.find(p) == equivClasses.find(q)) equivClasses.union(equivPair.get(0), equivPair.get(1)); //equivClasses.union(equivPair.get(0), equivPair.get(1)); } + if(recordMinimization) + { + updateRecord(equivClasses); + } timeCheck(endTime, equivClasses); - //after equiv merging for soft time budget? } else { @@ -495,6 +515,20 @@ else if(equivClasses.find(p) == equivClasses.find(q)) return mergeSFAStates(equivClasses); } - + public LinkedHashMap getRecord() throws TimeoutException + { + LinkedHashMap actualRecord = new LinkedHashMap(); + actualRecord.put(this.startTime, aut.stateCount()); + if (singularRecord != null) + { + actualRecord.put(singularRecord, 1); + return actualRecord; + } + for(Long time : record.keySet()) + { + actualRecord.put(time, record.get(time)); + } + return actualRecord; + } } diff --git a/IncrementalMinimization/src/TestDisjointSets.java b/IncrementalMinimization/src/TestDisjointSets.java index 4a01b073..7ae1f9e4 100644 --- a/IncrementalMinimization/src/TestDisjointSets.java +++ b/IncrementalMinimization/src/TestDisjointSets.java @@ -35,10 +35,40 @@ public void testUnion() Assert.assertEquals(sets.find(1), sets.find(2)); Assert.assertEquals(new Integer(1),sets.find(1)); Assert.assertEquals(new Integer(1),sets.find(2)); + sets.union(4, 5); + sets.union(2, 4); + Assert.assertEquals(sets.find(1), sets.find(5)); + Assert.assertFalse(sets.find(1).equals(sets.find(7))); + } + + @Test + public void testSize() + { + initialize(); + Assert.assertEquals(10, sets.size()); + sets.union(1, 2); + Assert.assertEquals(9, sets.size()); + sets.union(4, 5); + sets.union(2, 4); + Assert.assertEquals(7, sets.size()); + } + + @Test + public void testCopy() + { + initialize(); + sets.union(1, 2); sets.union(3, 4); - sets.union(2, 3); - Assert.assertEquals(sets.find(1), sets.find(4)); - Assert.assertFalse(sets.find(1).equals(sets.find(5))); + sets.union(5, 4); + DisjointSets newSets = new DisjointSets(sets); + Integer oneIden = newSets.find(1); + Assert.assertTrue(oneIden == 2 || oneIden == 1); + Integer fiveIden = newSets.find(5); + Assert.assertTrue(fiveIden == 3 || fiveIden == 4 || fiveIden == 5); + for (Integer i = 6; i < 10; i++) + { + Assert.assertEquals(sets.find(i), newSets.find(i)); + } } } diff --git a/IncrementalMinimization/src/TestIncrementalMinimization.java b/IncrementalMinimization/src/TestIncrementalMinimization.java index 093e990c..3788cba9 100644 --- a/IncrementalMinimization/src/TestIncrementalMinimization.java +++ b/IncrementalMinimization/src/TestIncrementalMinimization.java @@ -11,8 +11,14 @@ import java.util.ArrayList; import java.util.Arrays; import java.util.Collection; +import java.util.HashMap; import java.util.HashSet; +import java.util.Iterator; +import java.util.LinkedHashMap; import java.util.LinkedList; +import java.util.Map; +import java.util.Map.Entry; +import java.util.TreeMap; import org.junit.Assert; import org.junit.Before; @@ -130,7 +136,7 @@ public void testCharPred() throws TimeoutException Assert.assertTrue(incrMinAut.stateCount() <= stdMinAut.stateCount()); } - @Test + //@Test public void testCompare() throws TimeoutException, IOException { System.out.println("========================"); @@ -138,7 +144,7 @@ public void testCompare() throws TimeoutException, IOException System.out.println("========================"); //import list of regex. Heavily borrowed code from symbolic automata library - FileReader regexFile = new FileReader("src/pattern@75.txt"); + FileReader regexFile = new FileReader("src/regexlib-SFA.txt"); BufferedReader read = new BufferedReader(regexFile); ArrayList regexList = new ArrayList(); String line; @@ -280,7 +286,7 @@ public void testCompare() throws TimeoutException, IOException writer.close(); } - @Test + //@Test public void testBudget() throws TimeoutException, IOException { //Similar to Regex test, but incremental minimization only given as long as @@ -290,7 +296,7 @@ public void testBudget() throws TimeoutException, IOException System.out.println("========================="); //import list of regex - FileReader regexFile = new FileReader("src/pattern@75.txt"); + FileReader regexFile = new FileReader("src/regexlib-SFA.txt"); BufferedReader read = new BufferedReader(regexFile); ArrayList regexList = new ArrayList(); String line; @@ -305,7 +311,6 @@ public void testBudget() throws TimeoutException, IOException } //regex converted to SFAs and minimized UnaryCharIntervalSolver ba = new UnaryCharIntervalSolver(); - //System.out.println(regexList.size()); ArrayList messageList = new ArrayList(); long timeout = 3600000; //determinization timeout = 1 hour for(String regex : regexList) @@ -380,7 +385,7 @@ public void testBudget() throws TimeoutException, IOException } else { - incrPercentMinimized = ((double) initialCount - incrCount)/(initialCount - finalCount); + incrPercentMinimized = ((double) initialCount - incrCount)/((double) initialCount - finalCount); } String incrPercent = Double.toString(incrPercentMinimized); double upfPercentMinimized; @@ -390,7 +395,7 @@ public void testBudget() throws TimeoutException, IOException } else { - upfPercentMinimized = ((double) initialCount - upfrontCount)/(initialCount - finalCount); + upfPercentMinimized = ((double) initialCount - upfrontCount)/((double)initialCount - finalCount); } String upfPercent = Double.toString(upfPercentMinimized); @@ -404,12 +409,202 @@ public void testBudget() throws TimeoutException, IOException FileOutputStream file = new FileOutputStream("budget_test.txt"); Writer writer = new BufferedWriter(new OutputStreamWriter(file)); writer.write("initial states, final states, incremental states, upfront states" + - "incremental percent, upfront percent"); + "incremental percent, upfront percent" + "\n"); for (String msg : messageList) { writer.write(msg + "\n"); } writer.close(); } + + private Double getTimePercentage(Double currentTime, Double startTime, Double finishTime) + { + Assert.assertTrue(finishTime >= currentTime); + Double relativeTime = ((currentTime - startTime)/(finishTime - startTime))*100.0; + Assert.assertTrue(relativeTime >= 0); + Assert.assertTrue(relativeTime <= 100); + return relativeTime; + } + + private Double getMinimizedPercentage(Double curCount, Double initialCount, Double finalCount) + { + Assert.assertTrue(curCount <= initialCount); + Assert.assertTrue(finalCount <= curCount); + Double percentage = ((initialCount - curCount)/(initialCount - finalCount))*100.0; + Assert.assertTrue(percentage >= 0); + Assert.assertTrue(percentage <= 100); + return percentage; + } + + @Test + public void testRecord() throws IOException + { + //TODO: cleanup + document + System.out.println("===================="); + System.out.println("STARTING RECORD TEST"); + System.out.println("===================="); + + //import list of regex + FileReader regexFile = new FileReader("src/regexlib-SFA.txt"); + BufferedReader read = new BufferedReader(regexFile); + ArrayList regexList = new ArrayList(); + String line; + while(true) + { + line = read.readLine(); + if (line == null) + { + break; + } + regexList.add(line); + } + //regex converted to SFAs and minimized + UnaryCharIntervalSolver ba = new UnaryCharIntervalSolver(); + ArrayList messageList = new ArrayList(); + long timeout = 3600000; //determinization timeout = 1 hour + + Integer[] timeMilestones = {0,10,20,30,40,50,60,70,80,90,100}; + TreeMap> fullMinimizationMap = new TreeMap>(); + HashMap repeatCount = new HashMap(); + for(String regex : regexList) + { + System.out.println("Start"); + SFA aut = (new SFAprovider(regex, ba)).getSFA(); + try + { + aut = aut.determinize(ba, timeout); + aut = aut.mkTotal(ba); + } + catch(TimeoutException e) + { + continue; + } + catch(OutOfMemoryError e) + { + System.gc(); + continue; + } + if(aut.stateCount() > 400 || aut.stateCount() <= 1) + { + continue; + } + System.out.println("Determinized."); + + SFA incrMinAut; + LinkedHashMap record; + try + { + IncrementalMinimization recordMin = + new IncrementalMinimization(aut, ba); + incrMinAut = recordMin.minimize(Long.MAX_VALUE, false, true); + record = recordMin.getRecord(); + } + catch(TimeoutException e) + { + continue; + } + catch(OutOfMemoryError e) + { + continue; + } + System.out.println("Minimized."); + if(record.size()<=1) + { + continue; + } + Iterator timeIter = record.keySet().iterator(); + Long startTime = timeIter.next(); + Long finalTime = startTime; + while (timeIter.hasNext()) + { + finalTime = timeIter.next(); + } + Integer finalStateCount = record.get(finalTime); + Assert.assertEquals(incrMinAut.stateCount(), finalStateCount); + Integer initialStateCount = aut.stateCount(); + if(finalStateCount == initialStateCount) + { + continue; + } + HashMap minimizationTimes = new LinkedHashMap(); + minimizationTimes.put(0, 0.0); + int milestoneIndex = 0; + System.out.println(record); + for (Long time : record.keySet()) + { + Double timePercent = getTimePercentage((double)time, (double)startTime, (double)finalTime); + Integer stateCount = record.get(time); + Double percentMinimized = getMinimizedPercentage((double)stateCount, (double) initialStateCount, (double) finalStateCount); + System.out.println(timePercent); + System.out.println(percentMinimized); + Integer currentMilestone = timeMilestones[milestoneIndex]; + if (timePercent <= currentMilestone) + { + if (minimizationTimes.containsKey(currentMilestone)) + { + Assert.assertTrue(percentMinimized >= minimizationTimes.get(currentMilestone)); + } + minimizationTimes.put(currentMilestone, percentMinimized); + } + else + { + while(timePercent > currentMilestone) + { + Double prevMilestonePercent = minimizationTimes.get(currentMilestone); + milestoneIndex++; + currentMilestone = timeMilestones[milestoneIndex]; + minimizationTimes.put(currentMilestone, prevMilestonePercent); + Assert.assertTrue(prevMilestonePercent <= percentMinimized); + } + minimizationTimes.put(currentMilestone, percentMinimized); + } + } + System.out.println(minimizationTimes); + if (!fullMinimizationMap.containsKey(initialStateCount)) + { + repeatCount.put(initialStateCount, 1.0); + fullMinimizationMap.put(initialStateCount, minimizationTimes); + } + else + { + Double count = repeatCount.get(initialStateCount); + HashMap avgMinTimes = fullMinimizationMap.get(initialStateCount); + System.out.println(minimizationTimes); + for(Integer milestone : avgMinTimes.keySet()) + { + Double curMilestonePercent = minimizationTimes.get(milestone); + Double avgMilestonePercent = avgMinTimes.get(milestone); + Double newAvg = avgMilestonePercent + (curMilestonePercent - avgMilestonePercent)/count; + avgMinTimes.put(milestone, newAvg); + } + repeatCount.put(initialStateCount, count+1); + } + } + FileOutputStream file = new FileOutputStream("record_test.txt"); + Writer writer = new BufferedWriter(new OutputStreamWriter(file)); + String titleRow = "initial states, "; + for (Integer milestone : timeMilestones) + { + titleRow += String.format("%d, ", milestone); + } + titleRow += "\n"; + writer.write(titleRow); + System.out.println(fullMinimizationMap.keySet()); + System.out.println(fullMinimizationMap.entrySet()); + for(Integer stateCount : fullMinimizationMap.keySet()) + { + HashMap minTimes = fullMinimizationMap.get(stateCount); + String row = String.format("%d, ", stateCount); + for (Integer milestone : timeMilestones) + { + Double percentMin = minTimes.get(milestone); + row += String.format("%f, ", percentMin); + } + row += "\n"; + System.out.print(row); + writer.write(row); + } + writer.close(); + } }