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#!/usr/bin/env python
# -*- coding: utf-8 -*-
from __future__ import print_function
import sqlite3
import optparse
import operator
import time
import helper
class Query:
def __init__(self, dbfname):
self.conn = sqlite3.connect(dbfname)
self.c = self.conn.cursor()
def __enter__(self):
return self
def __exit__(self, exc_type, exc_value, traceback):
self.conn.close()
def create_indexes(self):
helper.drop_idxs(self.c)
print("Recreating indexes...")
queries = """
create index `idx1` on `tags` (`runid`, `name`);
create index `idx2` on `timepassed` (`runid`, `elapsed`);
create index `idx3` on `timepassed` (`runid`, `elapsed`, `name`);
create index `idx4` on `memused` (`runid`, `MB`, `name`);
"""
for l in queries.split('\n'):
t2 = time.time()
if options.verbose:
print("Creating index: ", l)
self.c.execute(l)
if options.verbose:
print("Index creation T: %-3.2f s" % (time.time() - t2))
print("indexes created T: %-3.2f s" % (time.time() - t))
def find_time_outliers(self):
print("----------- TIME OUTLIERS --------------")
query = """
select tags.val, timepassed.name, timepassed.elapsed
from timepassed,tags
where
timepassed.name != 'search'
and timepassed.elapsed > %d
and tags.name="filename"
and tags.runid = timepassed.runid
order by elapsed desc;
""" % (options.maxtime)
for row in self.c.execute(query):
operation = row[1]
t = row[2]
fname = self.get_fname(row[0])
print("%-32s %-20s %.1fs" % (fname, operation, t))
def check_memory(self):
print("----------- MEMORY OUTLIERS --------------")
query = """
select tags.val, memused.name, max(memused.MB)
from memused,tags
where
tags.name="filename"
and memused.MB > %d
and memused.name != 'vm'
and memused.name != 'rss'
and memused.name != 'longclauses'
and tags.runid = memused.runid
group by tags.val, memused.name
order by MB desc;
""" % (options.maxmemory)
for row in self.c.execute(query):
subsystem = row[1]
gigs = row[2]/1000.0
fname = self.get_fname(row[0])
print("%-32s %-20s %.1f GB" % (fname, subsystem, gigs))
def check_memory_rss(self):
print("----------- MEMORY OUTLIERS RSS --------------")
query = """
select tags.val, memused.name, max(memused.MB)
from memused,tags
where
tags.name="filename"
and memused.MB > %d
and memused.name == 'rss'
and tags.runid = memused.runid
group by tags.val, memused.name
order by MB desc;
""" % (options.maxmemory*2)
for row in self.c.execute(query):
subsystem = row[1]
gigs = row[2]/1000.0
fname = self.get_fname(row[0])
print("%-32s %-20s %.1f GB" % (fname, subsystem, gigs))
def find_worst_unaccounted_memory(self):
print("----------- Largest RSS vs counted differences --------------")
query = """
select tags.val, a.`runtime`, abs((b.rss-a.mysum)/b.rss) as differperc,
a.mysum as counted, b.rss as total
from tags,
(select runid, `runtime`, sum(MB) as mysum
from memused
where name != 'rss'
and name != 'vm'
group by `runtime`) as a,
(select runid, name, `runtime`, MB as rss
from memused
where name = 'rss') as b
where
tags.name="filename"
and a.`runtime` = b.`runtime`
and total > %d
and a.runid = tags.runid
and b.runid = tags.runid
order by differperc desc
""" % (options.minmemory)
for row,_ in zip(self.c.execute(query), range(10)):
t = row[1]
diff_perc = row[2]
counted = row[3]
total = row[4]
fname = self.get_fname(row[0])
print("%-32s at: %-8.1fs counted: %3.2f GB rss: %3.2f GB" % (fname, t, counted/1000.0, total/1000.0))
def memory_distrib(self):
print("----------- MEMORY DISTRIBUTION --------------")
print("all divided by RSS -- resident size")
query = """
select sum(MB)
from memused
where name != 'vm'
and name != 'rss';
"""
for row in self.c.execute(query):
recorded_mem = float(row[0])
query = """
select sum(MB)
from memused
where name = 'rss';
"""
for row in self.c.execute(query):
rss_mem = float(row[0])
unaccounted = rss_mem - recorded_mem;
print("%-20s %.1f%%" % ("unaccounted", unaccounted/rss_mem*100.0))
query = """
select name, sum(MB) as memsum
from memused
where name != 'vm'
and name != 'rss'
group by name
order by memsum desc;
"""
for row in self.c.execute(query):
subsystem = row[0]
mbs = float(row[1])
print("%-20s %.1f%%" % (subsystem, mbs/rss_mem*100.0))
def get_fname(self, val) :
fname = val.split("/")
fname = fname[len(fname)-1]
fname = fname.rstrip(".cnf.gz")
#if len(fname) > 40:
# fname = fname[:30] + "..." + fname[len(fname)-10:]
return fname
def calc_time_spent(self):
print("----------- TIME DISTRIBUTION --------------")
query = """
select sum(elapsed)
from timepassed
where name='search';
"""
for row in self.c.execute(query):
search_time = float(row[0])
query = """
select sum(elapsed)
from timepassed
where name!='search';
"""
for row in self.c.execute(query):
other_time = float(row[0])
total = search_time + other_time
print("Total: %10.1fh Search: %3.1f%%, Other: %3.1f%%" %
(total/3600, search_time/total*100, other_time/total*100))
query = """
select name, sum(elapsed)
from timepassed
group by name;
"""
times = {}
for row in self.c.execute(query):
times[row[0]] = float(row[1])
# print("Names: %s" % times)
sorted_t = sorted(times.items(), key=operator.itemgetter(1), reverse=True)
for (name, t) in sorted_t:
name = name[:40]
print("%-40s %3.1f%%" % (name, t/total*100))
def find_intersting_problems(self):
print("----------- Interesting problems for learning --------------")
#Find CNFs that are interesting:
#* solved in under 500s
#* UNSAT
#* more conflicts than 60'000
#last conflict > 60000, UNSAT, solvetime under 500s
query = """
select tags.val, a.maxtime, a.maxconfl, mems.maxmem
from
(select runid, max(conflicts) as maxconfl, max(`runtime`) as maxtime
from timepassed
) as a
, (select *
from finishup
where status = "l_False"
) as b
, (select runid, max(MB) as maxmem
from memused
) as mems
, tags
where a.maxconfl > 20000
and a.maxconfl < 400000
and a.maxtime < 400
and a.maxtime > 10
and tags.name = "filename"
and tags.runid = a.runid
and tags.runid = b.runid
order by maxtime desc
"""
for row in self.c.execute(query):
fname = row[1].split("/")
fname = fname[len(fname)-1]
t = row[1]
confl = row[2]
mb = row[3]
print("t(mins): %-6.1f confl(K): %-6.1f mem(GB): %-6.1f fname: %s" %
(t/60.0, confl/(1000.0), mb/1024.0, fname))
if __name__ == "__main__":
usage = "usage: %prog [options] sqlitedb"
parser = optparse.OptionParser(usage=usage)
parser.add_option("--createind", action="store_true", default=False,
dest="create_indexes", help="Create indexes")
parser.add_option("--maxtime", metavar="CUTOFF",
dest="maxtime", default=20, type=int,
help="Max time for an operation")
parser.add_option("--maxmemory", metavar="CUTOFF",
dest="maxmemory", default=500, type=int,
help="Max memory for a subsystem")
parser.add_option("--minmemory", metavar="MINMEM",
dest="minmemory", default=800, type=int,
help="Minimum memory to be checked for RSS vs counted check")
parser.add_option("--verbose", "-v", action="store_true", default=False,
dest="verbose", help="Print more output")
(options, args) = parser.parse_args()
if len(args) != 1:
print("ERROR: You must give exactly one argument, the sqlite3 database file")
exit(-1)
dbfname = args[0]
print("Using sqlite3db file %s" % dbfname)
#peform queries
with Query(dbfname) as q:
if options.create_indexes:
q.create_indexes()
q.find_intersting_problems()
q.find_worst_unaccounted_memory()
q.check_memory_rss()
q.check_memory()
q.memory_distrib()
q.find_time_outliers()
q.calc_time_spent()
#select timepassed.runID, tag,elapsed from timepassed,tags where name like 'shorten and str red%' and elapsed > 2 and tags.runID = timepassed.runID;
#select * from timepassed where elapsed > 20 and name not like 'search';
#select * from startup, solverRun, finishup where finishup.runID = solverRun.runID and (finishup.endTime - startup.startTime) < 30 and solverRun.version = "618b5e79fdd8a15918e19fb76ca08aa069f14b54" and solverRun.runID = startup.runID;
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