def glitchvoltages(self,time):
"""Returns list of voltages to train at."""
c=self.db.cursor();
- c.execute("""select
- (select min(vcc) from glitches where time=? and count=1),
- (select max(vcc) from glitches where time=? and count=0);""",
- [time, time]);
+ #c.execute("""select
+ # (select min(vcc) from glitches where time=? and count=1),
+ # (select max(vcc) from glitches where time=? and count=0);""",
+ # [time, time]);
+ c.execute("select min,max from glitchrange where time=? and max-min>0;",[time]);
rows=c.fetchall();
for r in rows:
min=r[0];
return range(min,max,1);
#If we get here, there are no points. Return empty set.
return [];
-
+ def crunch(self):
+ """This builds tables for glitching voltage ranges from the training set."""
+ print "Precomputing glitching ranges. This might take a long while.";
+ print "Times...";
+ sys.stdout.flush();
+ self.db.execute("drop table if exists glitchrange;");
+ self.db.execute("create table glitchrange(time integer primary key asc,max,min);");
+ self.db.execute("insert into glitchrange(time,max,min) select distinct time, 0, 0 from glitches;");
+ self.db.commit();
+ print "Maximums...";
+ sys.stdout.flush();
+ self.db.execute("update glitchrange set max=(select max(vcc) from glitches where glitches.time=glitchrange.time and count=0);");
+ self.db.commit();
+ print "Minimums...";
+ sys.stdout.flush();
+ self.db.execute("update glitchrange set min=(select min(vcc) from glitches where glitches.time=glitchrange.time and count>0);");
+ self.db.commit();
+ print "Ranges calculated.";
def graphx11(self):
try:
import Gnuplot, Gnuplot.PlotItems, Gnuplot.funcutils
g('set term png');
g('set output "timevcc.png"');
g(script_timevcc);
- def explore(self,tstart=0,tstop=-1, trials=5):
+ def explore(self,tstart=0,tstop=-1, trials=1):
"""Exploration phase. Uses thresholds to find exploitable points."""
gnd=0;
self.scansetup(1); #Lock the chip, place key in eeprom.
tstop=self.client.glitchstarttime();
times=range(tstart,tstop);
random.shuffle(times);
- for t in times:
- voltages=self.glitchvoltages(t);
- print "Exploring %04i points in t=%04i." % (len(voltages),t);
+ #self.crunch();
+ count=0.0;
+ total=1.0*len(times);
+
+ c=self.db.cursor();
+ c.execute("select time,min,max from glitchrange where max-min>0;");
+ rows=c.fetchall();
+ c.close();
+ random.shuffle(rows);
+ for r in rows:
+ t=r[0];
+ min=r[1];
+ max=r[2];
+ voltages=range(min,max,1);
+ count=count+1.0;
+ print "%02.02f Exploring %04i points in t=%04i." % (count/total,len(voltages),t);
sys.stdout.flush();
for vcc in voltages:
self.scanat(1,trials,vcc,gnd,t);
rows=c.fetchall();
for a in rows:
return True;
+ c.close();
return False;
def scanat(self,lock,trials,vcc,gnd,time):
client=self.client;
- db=self.db;
client.glitchRate(time);
client.glitchVoltages(gnd, vcc); #drop voltage target
gcount=0;
scount+=1;
#print "values (%i,%i,%i,%i,%i);" % (
# time,vcc,gnd,gcount,scount);
- if(lock>0):
+ if(lock==0):
self.db.execute("insert into glitches(time,vcc,gnd,trials,glitchcount,count,lock)"
"values (%i,%i,%i,%i,%i,%i,%i);" % (
time,vcc,gnd,trials,gcount,scount,lock));