Totally re-work the way that jobfiles are done so there is more

information that can be used for other aspects of sending jobs.
New graphing output stuff with matplotlib.

util/pbs/job.py:
    Shuffle code around and create the JobDir class which encapsulates
    all of the functionality needed for making, organizing, and cleaning
    a job directory.
    Better status output
util/pbs/jobfile.py:
    Majory re-working of the jobfile code.
    A job file now consists of several objects that describe how
    jobs should be run, it includes information about checkpoints,
    and graphing.
util/pbs/send.py:
    use the new jobfile code.
    deal with the 15 character limit of pbs by truncating the name and
    using the raj hack.
util/stats/db.py:
    fix the __str__ function for nodes
    provide __getitem__ for the Database class
util/stats/stats.py:
    use the jobfile stuff to figure out what the proper naming
    and organziation of the graphs should be.
    move all output code to output.py, get rid of ploticus and use
    matplotlib

--HG--
rename : util/categories.py => util/stats/categories.py
extra : convert_revision : 0d793cbf6ad9492290e8ec875ce001c84095e1f7

util/pbs/job.py

@@ -29,10 +29,21 @@
 #          Steve Reinhardt
 #          Ali Saidi
 
-import os, os.path, shutil, signal, socket, sys, time
+import os, os.path, shutil, signal, socket, sys
 from os import environ as env
 from os.path import join as joinpath, expanduser
 
+def date():
+    import time
+    return time.strftime('%a %b %e %H:%M:%S %Z %Y', time.localtime())
+
+def cleandir(dir):
+    for root, dirs, files in os.walk(dir, False):
+        for name in files:
+            os.remove(joinpath(root, name))
+        for name in dirs:
+            os.rmdir(joinpath(root, name))
+
 class rsync:
     def __init__(self):
         self.sudo = False
@@ -61,25 +72,76 @@ class rsync:
 
         return os.spawnvp(os.P_WAIT, args[0], args)
 
-def cleandir(dir):
+class JobDir(object):
-    for root, dirs, files in os.walk(dir, False):
+    def __init__(self, dir):
-        for name in files:
+        self.dir = dir
-            os.remove(joinpath(root, name))
-        for name in dirs:
-            os.rmdir(joinpath(root, name))
 
-def date():
+    def file(self, filename):
-    return time.strftime('%a %b %e %H:%M:%S %Z %Y', time.localtime())
+        return joinpath(self.dir, filename)
 
-def remfile(file):
+    def create(self):
-    if os.path.isfile(file):
+        if os.path.exists(self.dir):
-        os.unlink(file)
+            if not os.path.isdir(self.dir):
+                sys.exit('%s is not a directory.  Cannot build job' % self.dir)
+        else:
+            os.mkdir(self.dir)
 
-def readval(filename):
+    def exists(self):
-    file = open(filename, 'r')
+        return os.path.isdir(self.dir)
-    value = file.readline().strip()
+
-    file.close()
+    def clean(self):
-    return value
+        cleandir(self.dir)
+
+    def hasfile(self, filename):
+        return os.path.isfile(self.file(filename))
+
+    def echofile(self, filename, string):
+        filename = self.file(filename)
+        try:
+            f = file(filename, 'w')
+            print >>f, string
+            f.flush()
+            f.close()
+        except IOError,e:
+            sys.exit(e)
+
+    def rmfile(self, filename):
+        filename = self.file(filename)
+        if os.path.isfile(filename):
+            os.unlink(filename)
+
+    def readval(self, filename):
+        filename = self.file(filename)
+        f = file(filename, 'r')
+        value = f.readline().strip()
+        f.close()
+        return value
+
+    def setstatus(self, string):
+        filename = self.file('.status')
+        try:
+            f = file(filename, 'a')
+            print >>f, string
+            f.flush()
+            f.close()
+        except IOError,e:
+            sys.exit(e)
+
+    def getstatus(self):
+        filename = self.file('.status')
+        try:
+            f = file(filename, 'r')
+        except IOError, e:
+            return 'none'
+
+        # fast forward to the end
+        for line in f: pass
+
+        # the first word on the last line is the status
+        return line.split(' ')[0]
+
+    def __str__(self):
+        return self.dir
 
 if __name__ == '__main__':
     rootdir = env.setdefault('ROOTDIR', os.getcwd())
@@ -97,29 +159,27 @@ if __name__ == '__main__':
         workbase = "/tmp/"
 
     workdir = joinpath(workbase, '%s.%s' % (env['USER'], pbs_jobid))
-
+    host = socket.gethostname()
-    def echofile(filename, string):
-        try:
-            f = file(joinpath(outdir, filename), 'w')
-            print >>f, string
-            f.flush()
-            f.close()
-        except IOError,e:
-            sys.exit(e)
 
     os.umask(0022)
 
-    echofile('.start', date())
+    jobdir = JobDir(outdir)
-    echofile('.pbs_jobid', pbs_jobid)
+
-    echofile('.pbs_jobname', pbs_jobid)
+    started = date()
-    echofile('.host', socket.gethostname())
+    jobdir.echofile('.running', started)
+    jobdir.rmfile('.queued')
+    jobdir.echofile('.pbs_jobid', pbs_jobid)
+    jobdir.echofile('.pbs_jobname', pbs_jobid)
+    jobdir.echofile('.host', host)
+
+    jobdir.setstatus('running on %s on %s' % (host, started))
 
     if os.path.isdir(workdir):
         cleandir(workdir)
     else:
         os.mkdir(workdir)
 
-    if os.path.isdir('/z/dist'):
+    if False and os.path.isdir('/z/dist'):
         sync = rsync()
         sync.delete = True
         sync.sudo = True
@@ -130,13 +190,13 @@ if __name__ == '__main__':
     except OSError,e:
         sys.exit(e)
 
-    os.symlink(joinpath(outdir, 'output'), 'status.out')
+    os.symlink(jobdir.file('output'), 'status.out')
 
     args = [ joinpath(basedir, 'm5'), joinpath(basedir, 'run.py') ]
     if not len(args):
         sys.exit("no arguments")
 
-    print 'starting job... %s' % date()
+    print 'starting job... %s' % started
     print ' '.join(args)
     print
     sys.stdout.flush()
@@ -145,7 +205,7 @@ if __name__ == '__main__':
     if not childpid:
         # Execute command
         sys.stdin.close()
-        fd = os.open(joinpath(outdir, "output"),
+        fd = os.open(jobdir.file("output"),
                      os.O_WRONLY | os.O_CREAT | os.O_TRUNC)
         os.dup2(fd, sys.stdout.fileno())
         os.dup2(fd, sys.stderr.fileno())
@@ -170,12 +230,15 @@ if __name__ == '__main__':
             thepid,ec = os.waitpid(childpid, 0)
             if ec:
                 print 'Exit code ', ec
-                echofile('.failure', date())
+                status = 'failure'
             else:
-                echofile('.success', date())
+                status = 'success'
             done = 1
         except OSError:
             pass
 
-    print '\njob complete... %s' % date()
+    complete = date()
-    echofile('.stop', date())
+    print '\njob complete... %s' % complete
+    jobdir.echofile('.%s' % status, complete)
+    jobdir.rmfile('.running')
+    jobdir.setstatus('%s on %s' % (status, complete))

util/pbs/jobfile.py

@@ -26,67 +26,485 @@
 #
 # Authors: Nathan Binkert
 
-from os.path import expanduser, isfile, join as joinpath
 import sys
 
-def crossproduct(options):
+class ternary(object):
-    number = len(options)
+    def __new__(cls, *args):
-    indexes = [ 0 ] * number
+        if len(args) > 1:
-    maxes = [ len(opt) for opt in options ]
+            raise TypeError, \
-    def next():
+                  '%s() takes at most 1 argument (%d given)' % \
-        for i in xrange(number - 1, -1, -1):
+                  (cls.__name__, len(args))
-            indexes[i] += 1
-            if indexes[i] < maxes[i]:
-                return False
 
-            indexes[i] = 0
+        if args:
+            if not isinstance(args[0], (bool, ternary)):
+                raise TypeError, \
+                      '%s() argument must be True, False, or Any' % \
+                      cls.__name__
+            return args[0]
+        return super(ternary, cls).__new__(cls)
+
+    def __bool__(self):
         return True
 
-    done = False
+    def __neg__(self):
-    while not done:
+        return self
-        result = []
-        for i in xrange(number):
-            result.append(options[i][indexes[i]])
-        yield result
-        done = next()
 
-class JobFile(object):
+    def __eq__(self, other):
-    def __init__(self, jfile):
+        return True
-        self.data = {}
-        jfile = expanduser(jfile)
-        if not isfile(jfile):
-            for p in sys.path:
-                if isfile(joinpath(p, jfile)):
-                    jfile = joinpath(p, jfile)
-                    break
 
-        execfile(jfile, self.data)
+    def __ne__(self, other):
-        self.options = self.data['options']
+        return False
-        self.environment = self.data['environment']
-        self.jobinfo = {}
-        self.jobs = []
-        for job in crossproduct(self.options):
-            jobname = '.'.join([ id[0] for id in job ])
-            self.jobs.append(jobname)
-            list = []
-            for info in job:
-                for item in info[1:]:
-                    list.append(item)
-            self.jobinfo[jobname] = list
 
-    def env(self, jobname):
+    def __str__(self):
-        env = {}
+        return 'Any'
-        for key,val in self.jobinfo[jobname]:
-            env[key] = val
 
-        for key,val in self.environment:
+    def __repr__(self):
-            env[key] = val
+        return 'Any'
-        return env
 
-    def printinfo(self, jobname):
+Any = ternary()
-        print '%s:' % jobname
-        for key,val in self.jobinfo[jobname]:
-            print '    %s = %s' % (key, val)
 
-        for key,val in self.environment:
+class Flags(dict):
-            print '    %s = %s' % (key, val)
+    def __init__(self, *args, **kwargs):
+        super(Flags, self).__init__()
+        self.update(*args, **kwargs)
+
+    def __getattr__(self, attr):
+        return self[attr]
+
+    def __setattr__(self, attr, value):
+        self[attr] = value
+
+    def __setitem__(self, item, value):
+        return super(Flags, self).__setitem__(item, ternary(value))
+
+    def __getitem__(self, item):
+        if item not in self:
+            return False
+        return super(Flags, self).__getitem__(item)
+
+    def update(self, *args, **kwargs):
+        for arg in args:
+            if isinstance(arg, Flags):
+                super(Flags, self).update(arg)
+            elif isinstance(arg, dict):
+                for key,val in kwargs.iteritems():
+                    self[key] = val
+            else:
+                raise AttributeError, \
+                      'flags not of type %s or %s, but %s' % \
+                      (Flags, dict, type(arg))
+
+        for key,val in kwargs.iteritems():
+            self[key] = val
+
+    def match(self, *args, **kwargs):
+        match = Flags(*args, **kwargs)
+
+        for key,value in match.iteritems():
+            if self[key] != value:
+                return False
+
+        return True
+
+def crossproduct(items):
+    if not isinstance(items, (list, tuple)):
+        raise AttributeError, 'crossproduct works only on sequences'
+
+    if not items:
+        yield None
+        return
+
+    current = items[0]
+    remainder = items[1:]
+
+    if not hasattr(current, '__iter__'):
+        current = [ current ]
+
+    for item in current:
+        for rem in crossproduct(remainder):
+            data = [ item ]
+            if rem:
+                data += rem
+            yield data
+
+def flatten(items):
+    if not isinstance(items, (list, tuple)):
+        yield items
+        return
+
+    for item in items:
+        for flat in flatten(item):
+            yield flat
+
+class Data(object):
+    def __init__(self, name, desc, **kwargs):
+        self.name = name
+        self.desc = desc
+        self.system = None
+        self.flags = Flags()
+        self.env = {}
+        for k,v in kwargs.iteritems():
+            setattr(self, k, v)
+
+    def update(self, obj):
+        if not isinstance(obj, Data):
+            raise AttributeError, "can only update from Data object"
+
+        self.env.update(obj.env)
+        self.flags.update(obj.flags)
+        if obj.system:
+            if self.system and self.system != obj.system:
+                raise AttributeError, \
+                      "conflicting values for system: '%s'/'%s'" % \
+                      (self.system, obj.system)
+            self.system = obj.system
+
+    def printinfo(self):
+        if self.name:
+            print 'name: %s' % self.name
+        if self.desc:
+            print 'desc: %s' % self.desc
+        if self.system:
+            print 'system: %s' % self.system
+
+    def printverbose(self):
+        print 'flags:'
+        keys = self.flags.keys()
+        keys.sort()
+        for key in keys:
+            print '    %s = %s' % (key, self.flags[key])
+        print 'env:'
+        keys = self.env.keys()
+        keys.sort()
+        for key in keys:
+            print '    %s = %s' % (key, self.env[key])
+        print
+
+    def __str__(self):
+        return self.name
+
+class Job(Data):
+    def __init__(self, options):
+        super(Job, self).__init__('', '')
+        self.setoptions(options)
+
+        self.checkpoint = False
+        opts = []
+        for opt in options:
+            cpt = opt.group.checkpoint
+            if not cpt:
+                self.checkpoint = True
+                continue
+            if isinstance(cpt, Option):
+                opt = cpt.clone(suboptions=False)
+            else:
+                opt = opt.clone(suboptions=False)
+
+            opts.append(opt)
+
+        if not opts:
+            self.checkpoint = False
+
+        if self.checkpoint:
+            self.checkpoint = Job(opts)
+
+    def clone(self):
+        return Job(self.options)
+
+    def __getattribute__(self, attr):
+        if attr == 'name':
+            names = [ ]
+            for opt in self.options:
+                if opt.name:
+                    names.append(opt.name)
+            return ':'.join(names)
+
+        if attr == 'desc':
+            descs = [ ]
+            for opt in self.options:
+                if opt.desc:
+                    descs.append(opt.desc)
+            return ', '.join(descs)
+
+        return super(Job, self).__getattribute__(attr)
+
+    def setoptions(self, options):
+        config = options[0].config
+        for opt in options:
+            if opt.config != config:
+                raise AttributeError, \
+                      "All options are not from the same Configuration"
+
+        self.config = config
+        self.groups = [ opt.group for opt in options ]
+        self.options = options
+
+        self.update(self.config)
+        for group in self.groups:
+            self.update(group)
+
+        for option in self.options:
+            self.update(option)
+            if option._suboption:
+                self.update(option._suboption)
+
+    def printinfo(self):
+        super(Job, self).printinfo()
+        if self.checkpoint:
+            print 'checkpoint: %s' % self.checkpoint.name
+        print 'config: %s' % self.config.name
+        print 'groups: %s' % [ g.name for g in self.groups ]
+        print 'options: %s' % [ o.name for o in self.options ]
+        super(Job, self).printverbose()
+
+class SubOption(Data):
+    def __init__(self, name, desc, **kwargs):
+        super(SubOption, self).__init__(name, desc, **kwargs)
+        self.number = None
+
+class Option(Data):
+    def __init__(self, name, desc, **kwargs):
+        super(Option, self).__init__(name, desc, **kwargs)
+        self._suboptions = []
+        self._suboption = None
+        self.number = None
+
+    def __getattribute__(self, attr):
+        if attr == 'name':
+            name = self.__dict__[attr]
+            if self._suboption is not None:
+                name = '%s:%s' % (name, self._suboption.name)
+            return name
+
+        if attr == 'desc':
+            desc = self.__dict__[attr]
+            if self._suboption is not None:
+                desc = '%s, %s' % (desc, self._suboption.desc)
+            return desc
+
+        return super(Option, self).__getattribute__(attr)
+
+    def suboption(self, name, desc, **kwargs):
+        subo = SubOption(name, desc, **kwargs)
+        subo.config = self.config
+        subo.group = self.group
+        subo.option = self
+        subo.number = len(self._suboptions)
+        self._suboptions.append(subo)
+        return subo
+
+    def clone(self, suboptions=True):
+        option = Option(self.__dict__['name'], self.__dict__['desc'])
+        option.update(self)
+        option.group = self.group
+        option.config = self.config
+        option.number = self.number
+        if suboptions:
+            option._suboptions.extend(self._suboptions)
+            option._suboption = self._suboption
+        return option
+
+    def subopts(self):
+        if not self._suboptions:
+            return [ self ]
+
+        subopts = []
+        for subo in self._suboptions:
+            option = self.clone()
+            option._suboption = subo
+            subopts.append(option)
+
+        return subopts
+
+    def printinfo(self):
+        super(Option, self).printinfo()
+        print 'config: %s' % self.config.name
+        super(Option, self).printverbose()
+
+class Group(Data):
+    def __init__(self, name, desc, **kwargs):
+        super(Group, self).__init__(name, desc, **kwargs)
+        self._options = []
+        self.checkpoint = False
+        self.number = None
+
+    def option(self, name, desc, **kwargs):
+        opt = Option(name, desc, **kwargs)
+        opt.config = self.config
+        opt.group = self
+        opt.number = len(self._options)
+        self._options.append(opt)
+        return opt
+
+    def options(self):
+        return self._options
+
+    def subopts(self):
+        subopts = []
+        for opt in self._options:
+            for subo in opt.subopts():
+                subopts.append(subo)
+        return subopts
+
+    def printinfo(self):
+        super(Group, self).printinfo()
+        print 'config: %s' % self.config.name
+        print 'options: %s' % [ o.name for o in self._options ]
+        super(Group, self).printverbose()
+
+class Configuration(Data):
+    def __init__(self, name, desc, **kwargs):
+        super(Configuration, self).__init__(name, desc, **kwargs)
+        self._groups = []
+
+    def group(self, name, desc, **kwargs):
+        grp = Group(name, desc, **kwargs)
+        grp.config = self
+        grp.number = len(self._groups)
+        self._groups.append(grp)
+        return grp
+
+    def groups(self, flags=Flags(), sign=True):
+        if not flags:
+            return self._groups
+
+        return [ grp for grp in self._groups if sign ^ grp.flags.match(flags) ]
+
+    def checkchildren(self, kids):
+        for kid in kids:
+            if kid.config != self:
+                raise AttributeError, "child from the wrong configuration"
+
+    def sortgroups(self, groups):
+        groups = [ (grp.number, grp) for grp in groups ]
+        groups.sort()
+        return [ grp[1] for grp in groups ]
+
+    def options(self, groups = None, checkpoint = False):
+        if groups is None:
+            groups = self._groups
+        self.checkchildren(groups)
+        groups = self.sortgroups(groups)
+        if checkpoint:
+            groups = [ grp for grp in groups if grp.checkpoint ]
+            optgroups = [ g.options() for g in groups ]
+        else:
+            optgroups = [ g.subopts() for g in groups ]
+        for options in crossproduct(optgroups):
+            for opt in options:
+                cpt = opt.group.checkpoint
+                if not isinstance(cpt, bool) and cpt != opt:
+                    if checkpoint:
+                        break
+                    else:
+                        yield options
+            else:
+                if checkpoint:
+                    yield options
+
+    def checkpoints(self, groups = None):
+        for options in self.options(groups, True):
+            yield Job(options)
+
+    def jobs(self, groups = None):
+        for options in self.options(groups, False):
+            yield Job(options)
+
+    def alljobs(self, groups = None):
+        for options in self.options(groups, True):
+            yield Job(options)
+        for options in self.options(groups, False):
+            yield Job(options)
+
+    def find(self, jobname):
+        for job in self.alljobs():
+            if job.name == jobname:
+                return job
+        else:
+            raise AttributeError, "job '%s' not found" % jobname
+
+    def job(self, options):
+        self.checkchildren(options)
+        options = [ (opt.group.number, opt) for opt in options ]
+        options.sort()
+        options = [ opt[1] for opt in options ]
+        job = Job(options)
+        return job
+
+    def printinfo(self):
+        super(Configuration, self).printinfo()
+        print 'groups: %s' % [ g.name for g in self._grouips ]
+        super(Configuration, self).printverbose()
+
+def JobFile(jobfile):
+    from os.path import expanduser, isfile, join as joinpath
+    filename = expanduser(jobfile)
+
+    # Can't find filename in the current path, search sys.path
+    if not isfile(filename):
+        for path in sys.path:
+            testname = joinpath(path, filename)
+            if isfile(testname):
+                filename = testname
+                break
+        else:
+            raise AttributeError, \
+                  "Could not find file '%s'" % jobfile
+
+    data = {}
+    execfile(filename, data)
+    if 'conf' not in data:
+        raise ImportError, 'cannot import name conf from %s' % jobfile
+    conf = data['conf']
+    import jobfile
+    if not isinstance(conf, Configuration):
+        raise AttributeError, \
+              'conf in jobfile: %s (%s) is not type %s' % \
+              (jobfile, type(conf), Configuration)
+    return conf
+
+if __name__ == '__main__':
+    from jobfile import *
+    import sys
+
+    usage = 'Usage: %s [-b] [-c] [-v] <jobfile>' % sys.argv[0]
+
+    try:
+        import getopt
+        opts, args = getopt.getopt(sys.argv[1:], '-bcv')
+    except getopt.GetoptError:
+        sys.exit(usage)
+
+    if len(args) != 1:
+        raise AttributeError, usage
+
+    both = False
+    checkpoint = False
+    verbose = False
+    for opt,arg in opts:
+        if opt == '-b':
+            both = True
+            checkpoint = True
+        if opt == '-c':
+            checkpoint = True
+        if opt == '-v':
+            verbose = True
+
+    jobfile = args[0]
+    conf = JobFile(jobfile)
+
+    if both:
+        gen = conf.alljobs()
+    elif checkpoint:
+        gen = conf.checkpoints()
+    else:
+        gen = conf.jobs()
+
+    for job in gen:
+        if not verbose:
+            cpt = ''
+            if job.checkpoint:
+                cpt = job.checkpoint.name
+            print job.name, cpt
+        else:
+            job.printinfo()

util/pbs/send.py

@@ -96,7 +96,7 @@ Usage:
 
 try:
     import getopt
-    opts, args = getopt.getopt(sys.argv[1:], '-cd:efhj:lq:v')
+    opts, args = getopt.getopt(sys.argv[1:], '-CRcd:efhj:lq:v')
 except getopt.GetoptError:
     sys.exit(usage)
 
@@ -107,13 +107,18 @@ force = False
 listonly = False
 queue = ''
 verbose = False
-rootdir = nfspath(os.getcwd())
+jfile = 'Base/test.py'
-jfile = 'test.py'
+docpts = False
+doruns = True
+runflag = False
+
 for opt,arg in opts:
+    if opt == '-C':
+        docpts = True
+    if opt == '-R':
+        runflag = True
     if opt == '-c':
         clean = True
-    if opt == '-d':
-        rootdir = arg
     if opt == '-e':
         onlyecho = True
     if opt == '-f':
@@ -130,95 +135,123 @@ for opt,arg in opts:
     if opt == '-v':
         verbose = True
 
-basedir = joinpath(rootdir, 'Base')
+if docpts:
-linkdir = joinpath(rootdir, 'Link')
+    doruns = runflag
 
 for arg in args:
     exprs.append(re.compile(arg))
 
-if not listonly and not onlyecho and isdir(linkdir):
+import jobfile, pbs
+from job import JobDir, date
+
+conf = jobfile.JobFile(jfile)
+
+if not listonly and not onlyecho and isdir(conf.linkdir):
     if verbose:
         print 'Checking for outdated files in Link directory'
-    syncdir(linkdir, basedir)
+    syncdir(conf.linkdir, conf.basedir)
-
-import job, jobfile, pbs
-
-test = jobfile.JobFile(joinpath(basedir, jfile))
 
+jobnames = {}
 joblist = []
-for jobname in test.jobs:
+
-    if not exprs:
+if docpts and doruns:
-        joblist.append(jobname)
+    gen = conf.alljobs()
+elif docpts:
+    gen = conf.checkpoints()
+elif doruns:
+    gen = conf.jobs()
+
+for job in gen:
+    if job.name in jobnames:
         continue
 
-    for expr in exprs:
+    if exprs:
-        if expr.match(jobname):
+        for expr in exprs:
-            joblist.append(jobname)
+            if expr.match(job.name):
-            break
+                joblist.append(job)
+                break
+    else:
+        joblist.append(job)
 
 if listonly:
     if verbose:
-        for jobname in joblist:
+        for job in joblist:
-            test.printinfo(jobname)
+            job.printinfo()
     else:
-        for jobname in joblist:
+        for job in joblist:
-            print jobname
+            print job.name
     sys.exit(0)
 
 if not onlyecho:
-    jl = []
+    newlist = []
-    for jobname in joblist:
+    for job in joblist:
-        jobdir = joinpath(rootdir, jobname)
+        jobdir = JobDir(joinpath(conf.rootdir, job.name))
-        if os.path.exists(jobname):
+        if jobdir.exists():
             if not force:
-                if os.path.isfile(joinpath(jobdir, '.success')):
+                status = jobdir.getstatus()
+                if status == 'queued':
                     continue
 
-                if os.path.isfile(joinpath(jobdir, '.start')) and \
+                if status == 'running':
-                       not os.path.isfile(joinpath(jobdir, '.stop')):
+                    continue
+
+                if status == 'success':
                     continue
 
             if not clean:
-                sys.exit('job directory not clean!')
+                sys.exit('job directory %s not clean!' % jobdir)
 
-            job.cleandir(jobdir)
+            jobdir.clean()
-        else:
+        newlist.append(job)
-            os.mkdir(jobdir)
+    joblist = newlist
-        jl.append(jobname)
-    joblist = jl
 
-def setname(jobid, jobname):
+class NameHack(object):
-    # since pbs can handle jobnames of 15 characters or less, don't
+    def __init__(self, host='pbs.pool', port=24465):
-    # use the raj hack.
+        self.host = host
-    if len(jobname) <= 15:
+        self.port = port
-        return
+        self.socket = None
 
-    import socket
+    def setname(self, jobid, jobname):
-    s = socket.socket()
+        try:
-    # Connect to pbs.pool and send the jobid/jobname pair to port
+            jobid = int(jobid)
-    # 24465 (Raj didn't realize that there are only 64k ports and
+        except ValueError:
-    # setup inetd to point to port 90001)
+            jobid = int(jobid.strip().split('.')[0])
-    s.connect(("pbs.pool", 24465))
-    s.send("%s %s\n" % (jobid, jobname))
-    s.close()
 
-for jobname in joblist:
+        jobname = jobname.strip()
-    jobdir = joinpath(rootdir, jobname)
+        # since pbs can handle jobnames of 15 characters or less,
+        # don't use the raj hack.
+        if len(jobname) <= 15:
+            return
 
-    if not onlyecho and not os.path.isdir(jobdir):
+        if self.socket is None:
-        sys.exit('%s is not a directory.  Cannot build job' % jobdir)
+            import socket
+            self.socket = socket.socket()
+            # Connect to pbs.pool and send the jobid/jobname pair to port
+            # 24465 (Raj didn't realize that there are only 64k ports and
+            # setup inetd to point to port 90001)
+            self.socket.connect((self.host, self.port))
 
-    print 'Job name:       %s' % jobname
+        self.socket.send("%s %s\n" % (jobid, jobname))
+
+namehack = NameHack()
+
+for job in joblist:
+    jobdir = JobDir(joinpath(conf.rootdir, job.name))
+
+    if not onlyecho:
+        jobdir.create()
+
+    print 'Job name:       %s' % job.name
     print 'Job directory:  %s' % jobdir
 
     qsub = pbs.qsub()
     qsub.pbshost = 'simpool.eecs.umich.edu'
-    qsub.stdout = joinpath(jobdir, 'jobout')
+    qsub.stdout = jobdir.file('jobout')
-    qsub.name = jobname[:15]
+    qsub.name = job.name[:15]
     qsub.join = True
     qsub.node_type = 'FAST'
-    qsub.env['ROOTDIR'] = rootdir
+    qsub.env['ROOTDIR'] = conf.rootdir
-    qsub.env['JOBNAME'] = jobname
+    qsub.env['JOBNAME'] = job.name
     if len(queue):
         qsub.queue = queue
     qsub.build(joinpath(progpath, 'job.py'))
@@ -231,6 +264,9 @@ for jobname in joblist:
         if ec == 0:
             jobid = qsub.result
             print 'PBS Jobid:      %s' % jobid
-            setname(jobid, jobname)
+            namehack.setname(jobid, job.name)
+            queued = date()
+            jobdir.echofile('.queued', queued)
+            jobdir.setstatus('queued on %s' % queued)
         else:
             print 'PBS Failed'

util/stats/__init__.py

@@ -0,0 +1,28 @@
+# Copyright (c) 2005 The Regents of The University of Michigan
+# All rights reserved.
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are
+# met: redistributions of source code must retain the above copyright
+# notice, this list of conditions and the following disclaimer;
+# redistributions in binary form must reproduce the above copyright
+# notice, this list of conditions and the following disclaimer in the
+# documentation and/or other materials provided with the distribution;
+# neither the name of the copyright holders nor the names of its
+# contributors may be used to endorse or promote products derived from
+# this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+#
+# Authors: Nathan Binkert
+

util/stats/barchart.py

@@ -0,0 +1,246 @@
+# Copyright (c) 2005 The Regents of The University of Michigan
+# All rights reserved.
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are
+# met: redistributions of source code must retain the above copyright
+# notice, this list of conditions and the following disclaimer;
+# redistributions in binary form must reproduce the above copyright
+# notice, this list of conditions and the following disclaimer in the
+# documentation and/or other materials provided with the distribution;
+# neither the name of the copyright holders nor the names of its
+# contributors may be used to endorse or promote products derived from
+# this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+#
+# Authors: Nathan Binkert
+#          Lisa Hsu
+
+import matplotlib, pylab
+from matplotlib.numerix import array, arange, reshape, shape, transpose, zeros
+from matplotlib.numerix import Float
+
+matplotlib.interactive(False)
+
+class BarChart(object):
+    def __init__(self, **kwargs):
+        self.init(**kwargs)
+
+    def init(self, **kwargs):
+        self.colormap = 'jet'
+        self.inputdata = None
+        self.chartdata = None
+        self.xlabel = None
+        self.ylabel = None
+        self.legend = None
+        self.xticks = None
+        self.yticks = None
+        self.title = None
+
+        for key,value in kwargs.iteritems():
+            self.__setattr__(key, value)
+
+    def gen_colors(self, count):
+        cmap = matplotlib.cm.get_cmap(self.colormap)
+        if count == 1:
+            return cmap([ 0.5 ])
+        else:
+            return cmap(arange(count) / float(count - 1))
+
+    # The input data format does not match the data format that the
+    # graph function takes because it is intuitive.  The conversion
+    # from input data format to chart data format depends on the
+    # dimensionality of the input data.  Check here for the
+    # dimensionality and correctness of the input data
+    def set_data(self, data):
+        if data is None:
+            self.inputdata = None
+            self.chartdata = None
+            return
+
+        data = array(data)
+        dim = len(shape(data))
+        if dim not in (1, 2, 3):
+            raise AttributeError, "Input data must be a 1, 2, or 3d matrix"
+        self.inputdata = data
+
+        # If the input data is a 1d matrix, then it describes a
+        # standard bar chart.
+        if dim == 1:
+            self.chartdata = array([[data]])
+
+        # If the input data is a 2d matrix, then it describes a bar
+        # chart with groups. The matrix being an array of groups of
+        # bars.
+        if dim == 2:
+            self.chartdata = transpose([data], axes=(2,0,1))
+
+        # If the input data is a 3d matrix, then it describes an array
+        # of groups of bars with each bar being an array of stacked
+        # values.
+        if dim == 3:
+            self.chartdata = transpose(data, axes=(1,2,0))
+
+    def get_data(self):
+        return self.inputdata
+
+    data = property(get_data, set_data)
+
+    # Graph the chart data.
+    # Input is a 3d matrix that describes a plot that has multiple
+    # groups, multiple bars in each group, and multiple values stacked
+    # in each bar.  The underlying bar() function expects a sequence of
+    # bars in the same stack location and same group location, so the
+    # organization of the matrix is that the inner most sequence
+    # represents one of these bar groups, then those are grouped
+    # together to make one full stack of bars in each group, and then
+    # the outer most layer describes the groups.  Here is an example
+    # data set and how it gets plotted as a result.
+    #
+    # e.g. data = [[[10,11,12], [13,14,15],  [16,17,18], [19,20,21]],
+    #              [[22,23,24], [25,26,27],  [28,29,30], [31,32,33]]]
+    #
+    # will plot like this:
+    #
+    #    19 31    20 32    21 33
+    #    16 28    17 29    18 30
+    #    13 25    14 26    15 27
+    #    10 22    11 23    12 24
+    #
+    # Because this arrangement is rather conterintuitive, the rearrange
+    # function takes various matricies and arranges them to fit this
+    # profile.
+    #
+    # This code deals with one of the dimensions in the matrix being
+    # one wide.
+    #
+    def graph(self):
+        if self.chartdata is None:
+            raise AttributeError, "Data not set for bar chart!"
+
+        self.figure = pylab.figure()
+        self.axes = self.figure.add_subplot(111)
+
+        dim = len(shape(self.inputdata))
+        cshape = shape(self.chartdata)
+        if dim == 1:
+            colors = self.gen_colors(cshape[2])
+            colors = [ [ colors ] * cshape[1] ] * cshape[0]
+
+        if dim == 2:
+            colors = self.gen_colors(cshape[0])
+            colors = [ [ [ c ] * cshape[2] ] * cshape[1] for c in colors ]
+
+        if dim == 3:
+            colors = self.gen_colors(cshape[1])
+            colors = [ [ [ c ] * cshape[2] for c in colors ] ] * cshape[0]
+
+        colors = array(colors)
+
+        bars_in_group = len(self.chartdata)
+        if bars_in_group < 5:
+            width = 1.0 / ( bars_in_group + 1)
+            center = width / 2
+        else:
+            width = .8 / bars_in_group
+            center = .1
+
+        bars = []
+        for i,stackdata in enumerate(self.chartdata):
+            bottom = array([0] * len(stackdata[0]))
+            stack = []
+            for j,bardata in enumerate(stackdata):
+                bardata = array(bardata)
+                ind = arange(len(bardata)) + i * width + center
+                bar = self.axes.bar(ind, bardata, width, bottom=bottom,
+                                    color=colors[i][j])
+                stack.append(bar)
+                bottom += bardata
+            bars.append(stack)
+
+        if self.xlabel is not None:
+            self.axes.set_xlabel(self.xlabel)
+
+        if self.ylabel is not None:
+            self.axes.set_ylabel(self.ylabel)
+
+        if self.yticks is not None:
+            ymin, ymax = self.axes.get_ylim()
+            nticks = float(len(self.yticks))
+            ticks = arange(nticks) / (nticks - 1) * (ymax - ymin)  + ymin
+            self.axes.set_yticks(ticks)
+            self.axes.set_yticklabels(self.yticks)
+
+        if self.xticks is not None:
+            self.axes.set_xticks(arange(cshape[2]) + .5)
+            self.axes.set_xticklabels(self.xticks)
+
+        if self.legend is not None:
+            if dim == 1:
+                lbars = bars[0][0]
+            if dim == 2:
+                lbars = [ bars[i][0][0] for i in xrange(len(bars))]
+            if dim == 3:
+                number = len(bars[0])
+                lbars = [ bars[0][number - j - 1][0] for j in xrange(number)]
+
+            self.axes.legend(lbars, self.legend, loc='best')
+
+        if self.title is not None:
+            self.axes.set_title(self.title)
+
+    def savefig(self, name):
+        self.figure.savefig(name)
+
+if __name__ == '__main__':
+    import random, sys
+
+    dim = 3
+    number = 5
+
+    args = sys.argv[1:]
+    if len(args) > 3:
+        sys.exit("invalid number of arguments")
+    elif len(args) > 0:
+        myshape = [ int(x) for x in args ]
+    else:
+        myshape = [ 3, 4, 8 ]
+
+    # generate a data matrix of the given shape
+    size = reduce(lambda x,y: x*y, myshape)
+    #data = [ random.randrange(size - i) + 10 for i in xrange(size) ]
+    data = [ float(i)/100.0 for i in xrange(size) ]
+    data = reshape(data, myshape)
+
+    # setup some test bar charts
+    if True:
+        chart1 = BarChart()
+        chart1.data = data
+
+        chart1.xlabel = 'Benchmark'
+        chart1.ylabel = 'Bandwidth (GBps)'
+        chart1.legend = [ 'x%d' % x for x in xrange(myshape[-1]) ]
+        chart1.xticks = [ 'xtick%d' % x for x in xrange(myshape[0]) ]
+        chart1.title = 'this is the title'
+        chart1.graph()
+        #chart1.savefig('/tmp/test1.png')
+
+    if False:
+        chart2 = BarChart()
+        chart2.data = data
+        chart2.colormap = 'gray'
+        chart2.graph()
+        #chart2.savefig('/tmp/test2.png')
+
+    pylab.show()

util/stats/categories.py

@@ -1,3 +1,31 @@
+# Copyright (c) 2005 The Regents of The University of Michigan
+# All rights reserved.
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are
+# met: redistributions of source code must retain the above copyright
+# notice, this list of conditions and the following disclaimer;
+# redistributions in binary form must reproduce the above copyright
+# notice, this list of conditions and the following disclaimer in the
+# documentation and/or other materials provided with the distribution;
+# neither the name of the copyright holders nor the names of its
+# contributors may be used to endorse or promote products derived from
+# this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+#
+# Authors: Nathan Binkert
+
 categories = {
     'CALL_PALrdunique_' : 'interrupt', #
     'Call_Pal_Callsys' : 'interrupt', #

util/stats/db.py

@@ -101,7 +101,7 @@ class Node(object):
     def __init__(self, name):
         self.name = name
     def __str__(self):
-        return name
+        return self.name
 
 class Database(object):
     def __init__(self):
@@ -466,3 +466,6 @@ class Database(object):
 
             runs[data.run][data.x][data.y] = data.data
         return runs
+
+    def __getitem__(self, key):
+        return self.stattop[key]

util/stats/orderdict.py

@@ -0,0 +1,78 @@
+# Copyright (c) 2005 The Regents of The University of Michigan
+# All rights reserved.
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are
+# met: redistributions of source code must retain the above copyright
+# notice, this list of conditions and the following disclaimer;
+# redistributions in binary form must reproduce the above copyright
+# notice, this list of conditions and the following disclaimer in the
+# documentation and/or other materials provided with the distribution;
+# neither the name of the copyright holders nor the names of its
+# contributors may be used to endorse or promote products derived from
+# this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+__all__ = [ 'orderdict' ]
+
+class orderdict(dict):
+    def __init__(self, d = {}):
+        self._keys = d.keys()
+        super(orderdict, self).__init__(d)
+
+    def __setitem__(self, key, item):
+        super(orderdict, self).__setitem__(key, item)
+        if not hasattr(self, '_keys'):
+            self._keys = [key,]
+        if key not in self._keys:
+            self._keys.append(key)
+
+    def __delitem__(self, key):
+        super(orderdict, self).__delitem__(key)
+        self._keys.remove(key)
+
+    def clear(self):
+        super(orderdict, self).clear()
+        self._keys = []
+
+    def items(self):
+        for i in self._keys:
+            yield i, self[i]
+
+    def keys(self):
+        return self._keys
+
+    def popitem(self):
+        if len(self._keys) == 0:
+            raise KeyError('dictionary is empty')
+        else:
+            key = self._keys[-1]
+            val = self[key]
+            del self[key]
+            return key, val
+
+    def setdefault(self, key, failobj = None):
+        super(orderdict, self).setdefault(key, failobj)
+        if key not in self._keys:
+            self._keys.append(key)
+
+    def update(self, d):
+        for key in d.keys():
+            if not self.has_key(key):
+                self._keys.append(key)
+        super(orderdict, self).update(d)
+
+    def values(self):
+        for i in self._keys:
+            yield self[i]

util/stats/output.py

@@ -0,0 +1,182 @@
+# Copyright (c) 2005 The Regents of The University of Michigan
+# All rights reserved.
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are
+# met: redistributions of source code must retain the above copyright
+# notice, this list of conditions and the following disclaimer;
+# redistributions in binary form must reproduce the above copyright
+# notice, this list of conditions and the following disclaimer in the
+# documentation and/or other materials provided with the distribution;
+# neither the name of the copyright holders nor the names of its
+# contributors may be used to endorse or promote products derived from
+# this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+#
+# Authors: Nathan Binkert
+
+class dbinfo(object):
+    def get(self, job, stat):
+        import info
+
+        run = info.source.allRunNames.get(job.name, None)
+        if run is None:
+            print 'run "%s" not found' % job
+            return None
+
+        stat.system = info.source[job.system]
+        info.display_run = run.run;
+        val = float(stat)
+        if val == 1e300*1e300:
+            return None
+        return val
+
+class StatOutput(object):
+    def __init__(self, name, jobfile, stat=None, info=dbinfo(), binstats=None):
+        self.name = name
+        self.jobfile = jobfile
+        self.stat = stat
+        self.binstats = None
+        self.label = self.name
+        self.invert = False
+        self.info = info
+
+    def printdata(self, bin = None, printmode = 'G'):
+        import info
+
+        if bin:
+            print '%s %s stats' % (self.name, bin)
+
+        if self.binstats:
+            for stat in self.binstats:
+                stat.bins = bin
+
+        if printmode == 'G':
+            valformat = '%g'
+        elif printmode != 'F' and value > 1e6:
+            valformat = '%0.5e'
+        else:
+            valformat = '%f'
+
+        for job in self.jobfile.jobs():
+            value = self.info.get(job, self.stat)
+            if value is None:
+                return
+
+            if not isinstance(value, list):
+                value = [ value ]
+
+            if self.invert:
+                for i,val in enumerate(value):
+                    if val != 0.0:
+                        value[i] = 1 / val
+
+            valstring = ', '.join([ valformat % val for val in value ])
+            print '%-50s    %s' % (job.name + ':', valstring)
+
+    def display(self, binned = False, printmode = 'G'):
+        if binned and self.binstats:
+            self.printdata('kernel', printmode)
+            self.printdata('idle', printmode)
+            self.printdata('user', printmode)
+            self.printdata('interrupt', printmode)
+
+            print '%s total stats' % self.name
+        self.printdata(printmode=printmode)
+
+    def graph(self, graphdir):
+        from os.path import expanduser, join as joinpath
+        from barchart import BarChart
+        from matplotlib.numerix import Float, zeros
+        import re
+
+        confgroups = self.jobfile.groups()
+        ngroups = len(confgroups)
+        skiplist = [ False ] * ngroups
+        groupopts = None
+        baropts = None
+        groups = []
+        for i,group in enumerate(confgroups):
+            if group.flags.graph_group:
+                if groupopts is not None:
+                    raise AttributeError, \
+                          'Two groups selected for graph group'
+                groupopts = group.subopts()
+                skiplist[i] = True
+            elif group.flags.graph_bars:
+                if baropts is not None:
+                    raise AttributeError, \
+                          'Two groups selected for graph bars'
+                baropts = group.subopts()
+                skiplist[i] = True
+            else:
+                groups.append(group)
+
+        if groupopts is None:
+            raise AttributeError, 'No group selected for graph group'
+
+        if baropts is None:
+            raise AttributeError, 'No group selected for graph bars'
+
+        directory = expanduser(graphdir)
+        html = file(joinpath(directory, '%s.html' % self.name), 'w')
+        print >>html, '<html>'
+        print >>html, '<title>Graphs for %s</title>' % self.name
+        print >>html, '<body>'
+
+        for options in self.jobfile.options(groups):
+            data = zeros((len(groupopts), len(baropts)), Float)
+            data = [ [ None ] * len(baropts) for i in xrange(len(groupopts)) ]
+            enabled = False
+            stacked = None
+            for g,gopt in enumerate(groupopts):
+                for b,bopt in enumerate(baropts):
+                    job = self.jobfile.job(options + [ gopt, bopt ])
+
+                    val = self.info.get(job, self.stat)
+                    if val is None:
+                        val = 0.0
+                    curstacked = isinstance(val, (list, tuple))
+                    if stacked is None:
+                        stacked = curstacked
+                    else:
+                        if stacked != curstacked:
+                            raise ValueError, "some stats stacked, some not"
+
+                    data[g][b] = val
+
+            bar_descs = [ opt.desc for opt in baropts ]
+            group_descs = [ opt.desc for opt in groupopts ]
+            if stacked:
+                legend = self.info.rcategories
+            else:
+                legend = bar_descs
+
+            chart = BarChart(data=data, xlabel='Benchmark', ylabel=self.label,
+                             legend=legend, xticks=group_descs)
+            chart.graph()
+
+            names = [ opt.name for opt in options ]
+            descs = [ opt.desc for opt in options ]
+
+            filename =  '%s-%s.png' % (self.name, ':'.join(names))
+            desc = ' '.join(descs)
+            filepath = joinpath(directory, filename)
+            chart.savefig(filepath)
+            filename = re.sub(':', '%3A', filename)
+            print >>html, '''%s<br><img src="%s"><br>''' % (desc, filename)
+
+        print >>html, '</body>'
+        print >>html, '</html>'
+        html.close()

util/stats/profile.py

@@ -0,0 +1,146 @@
+# Copyright (c) 2005 The Regents of The University of Michigan
+# All rights reserved.
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are
+# met: redistributions of source code must retain the above copyright
+# notice, this list of conditions and the following disclaimer;
+# redistributions in binary form must reproduce the above copyright
+# notice, this list of conditions and the following disclaimer in the
+# documentation and/or other materials provided with the distribution;
+# neither the name of the copyright holders nor the names of its
+# contributors may be used to endorse or promote products derived from
+# this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+from orderdict import orderdict
+import output
+
+class ProfileData(object):
+    def __init__(self):
+        self.data = {}
+        self.total = {}
+        self.runs = orderdict()
+        self.runlist = []
+
+    def addvalue(self, run, cpu, symbol, value):
+        value = float(value)
+        self.data[run, cpu, symbol] = self.getvalue(run, cpu, symbol) + value
+        self.total[run, cpu] = self.gettotal(run, cpu) + value
+        if run not in self.runs:
+            self.runs[run] = orderdict()
+
+        if cpu not in self.runs[run]:
+            self.runs[run][cpu] = {}
+
+        if symbol not in self.runs[run][cpu]:
+            self.runs[run][cpu][symbol] = 0
+
+        self.runs[run][cpu][symbol] += value
+
+    def getvalue(self, run, cpu, symbol):
+        return self.data.get((run, cpu, symbol), 0)
+
+    def gettotal(self, run, cpu):
+        return self.total.get((run, cpu), 0)
+
+class Profile(object):
+    default_order = ['ste', 'hte', 'htd', 'ocm', 'occ', 'ocp']
+
+    # This list controls the order of values in stacked bar data output
+    default_categories = [ 'interrupt',
+                           'driver',
+                           'stack',
+                           'bufmgt',
+                           'copy',
+                           'user',
+                           'other',
+                           'idle']
+
+    def __init__(self, run_order=[], categories=[], stacknames=[]):
+        if not run_order:
+            run_order = Profile.default_order
+        if not categories:
+            categories = Profile.default_categories
+
+        self.run_order = run_order
+        self.categories = categories
+        self.rcategories = []
+        self.rcategories.extend(categories)
+        self.rcategories.reverse()
+        self.stacknames = stacknames
+        self.prof = ProfileData()
+        self.categorize = True
+        self.showidle = True
+        self.maxsymlen = 0
+
+    def category(self, symbol):
+        from categories import categories, categories_re
+        if categories.has_key(symbol):
+            return categories[symbol]
+        for regexp, cat in categories_re:
+            if regexp.match(symbol):
+                return cat
+        return 'other'
+
+    # Parse input file and put the results in the given run and cpu
+    def parsefile(self, run, cpu, filename):
+        fd = file(filename)
+
+        for line in fd:
+            (symbol, count) = line.split()
+            if symbol == "0x0":
+                continue
+            count = int(count)
+
+            if self.categorize:
+                symbol = self.category(symbol)
+                if symbol == 'idle' and not self.showidle:
+                    continue
+
+                if symbol not in self.categories:
+                    symbol = 'other'
+
+            self.maxsymlen = max(self.maxsymlen, len(symbol))
+            self.prof.addvalue(run, cpu, symbol, count)
+
+        fd.close()
+
+    # Read in files
+    def inputdir(self, directory):
+        import os, os.path, re
+        from os.path import expanduser, join as joinpath
+
+        directory = expanduser(directory)
+        label_ex = re.compile(r'm5prof\.(.*)')
+        for root,dirs,files in os.walk(directory):
+            for name in files:
+                match = label_ex.match(name)
+                if not match:
+                    continue
+
+                filename = joinpath(root, name)
+                prefix = os.path.commonprefix([root, directory])
+                dirname = root[len(prefix)+1:]
+                self.parsefile(dirname, match.group(1), filename)
+
+    def get(self, job, stat):
+        if job.system is None:
+            raise AttributeError, 'The job must have a system set'
+
+        cpu =  '%s.full0' % job.system
+        values = []
+        for cat in self.categories:
+            values.append(self.prof.getvalue(job.name, cpu, cat))
+        return values

util/stats/stats.py

@@ -29,10 +29,9 @@
 from __future__ import division
 import re, sys, math
 
-
 def usage():
     print '''\
-Usage: %s [-E] [-F] [-d <db> ] [-g <get> ] [-h <host>] [-p]
+Usage: %s [-E] [-F] [ -G <get> ] [-d <db> ] [-g <graphdir> ] [-h <host>] [-p]
        [-s <system>] [-r <runs> ] [-T <samples>] [-u <username>]
        <command> [command args]
 
@@ -61,143 +60,6 @@ def getopts(list, flags):
 
     return opts, args
 
-def printval(name, value, invert = False):
-    if invert and value != 0.0:
-        value = 1 / value
-
-    if value == (1e300*1e300):
-        return
-
-    if printval.mode == 'G':
-        print '%s:    %g' % (name, value)
-    elif printval.mode != 'F' and value > 1e6:
-        print '%s:    %0.5e' % (name, value)
-    else:
-        print '%s:    %f' % (name, value)
-
-printval.mode = 'G'
-
-def unique(list):
-    set = {}
-    map(set.__setitem__, list, [])
-    return set.keys()
-
-#benchmarks = [ 'm', 's', 'snt', 'nb1', 'w1', 'w2', 'w3', 'w4', 'nm', 'ns', 'nw1', 'nw2', 'nw3' ]
-
-def graphdata(runs, options, tag, label, value):
-    import info
-
-    bench_system = {
-        'm' : 'client',
-        's' : 'client',
-        'snt' : 'client',
-        'nb1' : 'server',
-        'nb2' : 'server',
-        'nt1' : 'server',
-        'nt2' : 'server',
-        'w1' : 'server',
-        'w2' : 'server',
-        'w3' : 'server',
-        'w4' : 'server',
-        'w1s' : 'server',
-        'w2s' : 'server',
-        'w3s' : 'server',
-        'ns' : 'natbox',
-        'nm' : 'natbox',
-        'nw1' : 'natbox',
-        'nw2' : 'natbox',
-        'nw3' : 'natbox'
-        }
-
-    system_configs = {
-        's1' : 'Uni 4GHz',
-        'm1' : 'Uni 6GHz',
-        'f1' : 'Uni 8GHz',
-        'q1' : 'Uni 10GHz',
-        's2' : 'Dual 4GHz',
-        'm2' : 'Dual 6GHz',
-        's4' : 'Quad 4GHz',
-        'm4' : 'Quad 6GHz' }
-
-    configs = ['ste', 'hte', 'htd', 'ocm', 'occ', 'ocp' ]
-    benchmarks = [ 'm', 'snt', 'w2', 'nm', 'nw2' ]
-    caches = [ '0', '2', '4' ]
-
-    names = []
-    for bench in benchmarks:
-        if bench_system[bench] != options.system:
-            continue
-
-        for cache in caches:
-            names.append([bench, cache])
-
-    for bench,cache in names:
-        base = '%s.%s' % (bench, cache)
-        fname = 'data/uni.%s.%s.dat' % (tag, base)
-        f = open(fname, 'w')
-        print >>f, '#set TITLE = '
-        print >>f, '#set ylbl = %s' % label
-        #print >>f, '#set sublabels = %s' % ' '.join(configs)
-        print >>f, '#set sublabels = ste hte htd ocm occ ocs'
-
-        for speed in ('s1', 'm1', 'f1', 'q1'):
-            label = system_configs[speed]
-            print >>f, '"%s"' % label,
-            for conf in configs:
-                name = '%s.%s.%s.%s' % (conf, bench, cache, speed)
-                run = info.source.allRunNames[name]
-                info.display_run = run.run;
-                val = float(value)
-                if val == 1e300*1e300:
-                    print >>f, 0.0,
-                else:
-                    print >>f, "%f" % val,
-            print >>f
-        f.close()
-
-    configs = ['ste', 'hte', 'htd', 'ocm', 'occ', 'ocp' ]
-    benchmarks = [ 'w2']
-    caches = [ '0', '2', '4' ]
-
-    names = []
-    for bench in benchmarks:
-        if bench_system[bench] != options.system:
-            continue
-
-        for cache in caches:
-            names.append([bench, cache])
-
-    for bench,cache in names:
-        base = '%s.%s' % (bench, cache)
-        fname = 'data/mp.%s.%s.dat' % (tag, base)
-        f = open(fname, 'w')
-        print >>f, '#set TITLE = '
-        print >>f, '#set ylbl = %s' % label
-        #print >>f, '#set sublabels = %s' % ' '.join(configs)
-        print >>f, '#set sublabels = ste hte htd ocm occ ocs'
-
-        for speed in ('s2', 'm2', 's4', 'm4'):
-            label = system_configs[speed]
-            print >>f, '"%s"' % label,
-            for conf in configs:
-                name = '%s.%s.%s.%s' % (conf, bench, cache, speed)
-                run = info.source.allRunNames[name]
-                info.display_run = run.run;
-                val = float(value)
-                if val == 1e300*1e300:
-                    print >>f, 0.0,
-                else:
-                    print >>f, "%f" % val,
-            print >>f
-        f.close()
-
-def printdata(runs, value, invert = False):
-    import info
-    for run in runs:
-        info.display_run = run.run;
-        val = float(value)
-        printval(run.name, val)
-
 class CommandException(Exception):
     pass
 
@@ -243,7 +105,7 @@ def commands(options, command, args):
     info.source.passwd = options.passwd
     info.source.user = options.user
     info.source.connect()
-    info.source.update_dict(globals())
+    #info.source.update_dict(globals())
 
     if type(options.get) is str:
         info.source.get = options.get
@@ -270,6 +132,43 @@ def commands(options, command, args):
         info.source.listRuns(user)
         return
 
+    if command == 'stats':
+        if len(args) == 0:
+            info.source.listStats()
+        elif len(args) == 1:
+            info.source.listStats(args[0])
+        else:
+            raise CommandException
+
+        return
+
+    if command == 'bins':
+        if len(args) == 0:
+            info.source.listBins()
+        elif len(args) == 1:
+            info.source.listBins(args[0])
+        else:
+            raise CommandException
+
+        return
+
+    if command == 'formulas':
+        if len(args) == 0:
+            info.source.listFormulas()
+        elif len(args) == 1:
+            info.source.listFormulas(args[0])
+        else:
+            raise CommandException
+
+        return
+
+    if command == 'samples':
+        if len(args):
+            raise CommandException
+
+        info.source.listTicks(runs)
+        return
+
     if command == 'stability':
         if len(args) < 2:
             raise CommandException
@@ -281,16 +180,19 @@ def commands(options, command, args):
         stats = info.source.getStat(args[1])
         info.source.get = "sum"
 
+        def disp(*args):
+            print "%-20s %12s %12s %4s %5s %5s %5s %10s" % args
+
+        # temporary variable containing a bunch of dashes
+        d = '-' * 100
 
         #loop through all the stats selected
         for stat in stats:
-
             print "%s:" % stat.name
-            print "%-20s %12s %12s %4s %5s %5s %5s %10s" % \
+            disp("run name", "average", "stdev", ">10%", ">1SDV", ">2SDV",
-                  ("run name", "average", "stdev", ">10%", ">1SDV", ">2SDV", "SAMP", "CV")
+                 "SAMP", "CV")
-            print "%-20s %12s %12s %4s %5s %5s %5s %10s" % \
+            disp(d[:20], d[:12], d[:12], d[:4], d[:5], d[:5], d[:5], d[:10])
-                  ("--------------------", "------------",
+
-                   "------------", "----", "-----", "-----", "-----", "----------")
             #loop through all the selected runs
             for run in runs:
                 info.display_run = run.run;
@@ -331,130 +233,63 @@ def commands(options, command, args):
                     if (val < (avg - (2*stdev))) or (val > (avg + (2*stdev))):
                         numoutside2std += 1
                 if avg > 1000:
-                    print "%-20s %12s %12s %4s %5s %5s %5s %10s" % \
+                    disp(run.name, "%.1f" % avg, "%.1f" % stdev,
-                          (run.name, "%.1f" % avg, "%.1f" % stdev,
+                         "%d" % numoutsideavg, "%d" % numoutside1std,
-                           "%d" % numoutsideavg, "%d" % numoutside1std,
+                         "%d" % numoutside2std, "%d" % len(pairRunTicks),
-                           "%d" % numoutside2std, "%d" % len(pairRunTicks),
+                         "%.3f" % (stdev/avg*100))
-                           "%.3f" % (stdev/avg*100))
                 elif avg > 100:
-                    print "%-20s %12s %12s %4s %5s %5s %5s %10s" % \
+                    disp(run.name, "%.1f" % avg, "%.1f" % stdev,
-                          (run.name, "%.1f" % avg, "%.1f" % stdev,
+                         "%d" % numoutsideavg, "%d" % numoutside1std,
-                           "%d" % numoutsideavg, "%d" % numoutside1std,
+                         "%d" % numoutside2std, "%d" % len(pairRunTicks),
-                           "%d" % numoutside2std, "%d" % len(pairRunTicks),
+                         "%.5f" % (stdev/avg*100))
-                           "%.5f" % (stdev/avg*100))
                 else:
-                    print "%-20s %12s %12s %4s %5s %5s %5s %10s" % \
+                    disp(run.name, "%.5f" % avg, "%.5f" % stdev,
-                          (run.name, "%.5f" % avg, "%.5f" % stdev,
+                         "%d" % numoutsideavg, "%d" % numoutside1std,
-                           "%d" % numoutsideavg, "%d" % numoutside1std,
+                         "%d" % numoutside2std, "%d" % len(pairRunTicks),
-                           "%d" % numoutside2std, "%d" % len(pairRunTicks),
+                         "%.7f" % (stdev/avg*100))
-                           "%.7f" % (stdev/avg*100))
         return
 
-    if command == 'stats':
+    if command == 'all':
-        if len(args) == 0:
-            info.source.listStats()
-        elif len(args) == 1:
-            info.source.listStats(args[0])
-        else:
-            raise CommandException
-
-        return
-
-    if command == 'stat':
-        if len(args) != 1:
-            raise CommandException
-
-        stats = info.source.getStat(args[0])
-        for stat in stats:
-            if options.graph:
-                graphdata(runs, options, stat.name, stat.name, stat)
-            else:
-                if options.ticks:
-                   print 'only displaying sample %s' % options.ticks
-                   info.globalTicks = [ int(x) for x in options.ticks.split() ]
-
-                if options.binned:
-                    print 'kernel ticks'
-                    stat.bins = 'kernel'
-                    printdata(runs, stat)
-
-                    print 'idle ticks'
-                    stat.bins = 'idle'
-                    printdata(runs, stat)
-
-                    print 'user ticks'
-                    stat.bins = 'user'
-                    printdata(runs, stat)
-
-                    print 'interrupt ticks'
-                    stat.bins = 'interrupt'
-                    printdata(runs, stat)
-
-                    print 'total ticks'
-
-                stat.bins = None
-                print stat.name
-                printdata(runs, stat)
-        return
-
-    if command == 'formula':
-        if len(args) != 1:
-            raise CommandException
-
-        stats = eval(args[0])
-        for stat in stats:
-            if options.graph:
-                graphdata(runs, options, stat.name, stat.name, stat)
-            else:
-                if options.binned:
-                    print 'kernel ticks'
-                    stat.bins = 'kernel'
-                    printdata(runs, stat)
-
-                    print 'idle ticks'
-                    stat.bins = 'idle'
-                    printdata(runs, stat)
-
-                    print 'user ticks'
-                    stat.bins = 'user'
-                    printdata(runs, stat)
-
-                    print 'interrupt ticks'
-                    stat.bins = 'interrupt'
-                    printdata(runs, stat)
-
-                    print 'total ticks'
-
-                stat.bins = None
-                print args[0]
-                printdata(runs, stat)
-        return
-
-    if command == 'bins':
-        if len(args) == 0:
-            info.source.listBins()
-        elif len(args) == 1:
-            info.source.listBins(args[0])
-        else:
-            raise CommandException
-
-        return
-
-    if command == 'formulas':
-        if len(args) == 0:
-            info.source.listFormulas()
-        elif len(args) == 1:
-            info.source.listFormulas(args[0])
-        else:
-            raise CommandException
-
-        return
-
-    if command == 'samples':
         if len(args):
             raise CommandException
 
-        info.source.listTicks(runs)
+        all = [ 'bps', 'rxbps', 'txbps', 'bpt',
+                'misses', 'mpkb',
+                'ipkb',
+                'pps', 'bpp', 'txbpp', 'rxbpp',
+                'rtp', 'rtb' ]
+        for command in all:
+            commands(options, command, args)
+
+    if options.ticks:
+        if not options.graph:
+            print 'only displaying sample %s' % options.ticks
+        info.globalTicks = [ int(x) for x in options.ticks.split() ]
+
+    from output import StatOutput
+
+    def display():
+        if options.graph:
+            output.graph(options.graphdir)
+        else:
+            output.display(options.binned, options.printmode)
+
+
+    if command == 'stat' or command == 'formula':
+        if len(args) != 1:
+            raise CommandException
+
+        if command == 'stat':
+            stats = info.source.getStat(args[0])
+        if command == 'formula':
+            stats = eval(args[0])
+
+        for stat in stats:
+            output = StatOutput(stat.name, options.jobfile)
+            output.stat = stat
+            output.label = stat.name
+            display()
+
         return
 
     if len(args):
@@ -462,273 +297,151 @@ def commands(options, command, args):
 
     system = info.source.__dict__[options.system]
 
+    from proxy import ProxyGroup
+    sim_ticks = info.source['sim_ticks']
+    sim_seconds = info.source['sim_seconds']
+    proxy = ProxyGroup(system = info.source[options.system])
+    system = proxy.system
+
+    etherdev = system.tsunami.etherdev0
+    bytes = etherdev.rxBytes + etherdev.txBytes
+    kbytes = bytes / 1024
+    packets = etherdev.rxPackets + etherdev.txPackets
+    bps = etherdev.rxBandwidth + etherdev.txBandwidth
+
+    output = StatOutput(command, options.jobfile)
+
     if command == 'usertime':
         import copy
-        kernel = copy.copy(system.full0.numCycles)
-        kernel.bins = 'kernel'
-
         user = copy.copy(system.full0.numCycles)
         user.bins = 'user'
 
-        if options.graph:
+        output.stat = user / system.full0.numCycles
-            graphdata(runs, options, 'usertime', 'User Fraction',
+        output.label = 'User Fraction'
-                      user / system.full0.numCycles)
+
-        else:
+        display()
-            printdata(runs, user / system.full0.numCycles)
         return
 
     if command == 'ticks':
-        if options.binned:
+        output.stat = system.full0.numCycles
-            print 'kernel ticks'
+        output.binstats = [ system.full0.numCycles ]
-            system.full0.numCycles.bins = 'kernel'
-            printdata(runs, system.full0.numCycles)
-
-            print 'idle ticks'
-            system.full0.numCycles.bins = 'idle'
-            printdata(runs, system.full0.numCycles)
-
-            print 'user ticks'
-            system.full0.numCycles.bins = 'user'
-            printdata(runs, system.full0.numCycles)
-
-            print 'total ticks'
-
-        system.full0.numCycles.bins = None
-        printdata(runs, system.full0.numCycles)
-        return
-
-    if command == 'packets':
-        packets = system.tsunami.etherdev0.rxPackets
-        if options.graph:
-            graphdata(runs, options, 'packets', 'Packets', packets)
-        else:
-            printdata(runs, packets)
-        return
-
-    if command == 'ppt' or command == 'tpp':
-        ppt = system.tsunami.etherdev0.rxPackets / sim_ticks
-        printdata(runs, ppt, command == 'tpp')
-        return
-
-    if command == 'pps':
-        pps = system.tsunami.etherdev0.rxPackets / sim_seconds
-        if options.graph:
-            graphdata(runs, options, 'pps', 'Packets/s', pps)
-        else:
-            printdata(runs, pps)
-        return
-
-    if command == 'bpt' or command == 'tpb':
-        bytes = system.tsunami.etherdev0.rxBytes + system.tsunami.etherdev0.txBytes
-        bpt = bytes / sim_ticks * 8
-        if options.graph:
-            graphdata(runs, options, 'bpt', 'bps / Hz', bpt)
-        else:
-            printdata(runs, bpt, command == 'tpb')
-        return
-
-    if command == 'bptb' or command == 'tpbb':
-        bytes = system.tsunami.etherdev0.rxBytes + system.tsunami.etherdev0.txBytes
-
-        print 'kernel stats'
-        bytes.bins = 'kernel'
-        printdata(runs, bytes / ticks)
-
-        print 'idle stats'
-        bytes.bins = 'idle'
-        printdata(runs, bytes / ticks)
-
-        print 'user stats'
-        bytes.bins = 'user'
-        printdata(runs, bytes / ticks)
 
+        display()
         return
 
     if command == 'bytes':
-        stat = system.tsunami.etherdev0.rxBytes + system.tsunami.etherdev0.txBytes
+        output.stat = bytes
+        display()
+        return
 
-        if options.binned:
+    if command == 'packets':
-            print '%s kernel stats' % stat.name
+        output.stat = packets
-            stat.bins = 'kernel'
+        display()
-            printdata(runs, stat)
+        return
 
-            print '%s idle stats' % stat.name
+    if command == 'ppt' or command == 'tpp':
-            stat.bins = 'idle'
+        output.stat = packets / sim_ticks
-            printdata(runs, stat)
+        output.invert = command == 'tpp'
+        display()
+        return
 
-            print '%s user stats' % stat.name
+    if command == 'pps':
-            stat.bins = 'user'
+        output.stat = packets / sim_seconds
-            printdata(runs, stat)
+        output.label = 'Packets/s'
+        display()
+        return
 
-            print '%s total stats' % stat.name
+    if command == 'bpt' or command == 'tpb':
-            stat.bins = None
+        output.stat = bytes / sim_ticks * 8
-
+        output.label = 'bps / Hz'
-        printdata(runs, stat)
+        output.invert = command == 'tpb'
+        display()
         return
 
     if command == 'rxbps':
-        gbps = system.tsunami.etherdev0.rxBandwidth / 1e9
+        output.stat = etherdev.rxBandwidth / 1e9
-        if options.graph:
+        output.label = 'Bandwidth (Gbps)'
-            graphdata(runs, options, 'rxbps', 'Bandwidth (Gbps)',  gbps)
+        display()
-        else:
-            printdata(runs, gbps)
         return
 
     if command == 'txbps':
-        gbps = system.tsunami.etherdev0.txBandwidth / 1e9
+        output.stat = etherdev.txBandwidth / 1e9
-        if options.graph:
+        output.label = 'Bandwidth (Gbps)'
-            graphdata(runs, options, 'txbps', 'Bandwidth (Gbps)',  gbps)
+        display()
-        else:
-            printdata(runs, gbps)
         return
 
     if command == 'bps':
-        rxbps = system.tsunami.etherdev0.rxBandwidth
+        output.stat = bps / 1e9
-        txbps = system.tsunami.etherdev0.txBandwidth
+        output.label = 'Bandwidth (Gbps)'
-        gbps = (rxbps + txbps) / 1e9
+        display()
-        if options.graph:
-            graphdata(runs, options, 'bps', 'Bandwidth (Gbps)',  gbps)
-        else:
-            printdata(runs, gbps)
         return
 
+    if command == 'bpp':
+        output.stat = bytes / packets
+        output.label = 'Bytes / Packet'
+        display()
+        return
+
+    if command == 'rxbpp':
+        output.stat = etherdev.rxBytes / etherdev.rxPackets
+        output.label = 'Receive Bytes / Packet'
+        display()
+        return
+
+    if command == 'txbpp':
+        output.stat = etherdev.txBytes / etherdev.txPackets
+        output.label = 'Transmit Bytes / Packet'
+        display()
+        return
+
+    if command == 'rtp':
+        output.stat = etherdev.rxPackets / etherdev.txPackets
+        output.label = 'rxPackets / txPackets'
+        display()
+        return
+
+    if command == 'rtb':
+        output.stat = etherdev.rxBytes / etherdev.txBytes
+        output.label = 'rxBytes / txBytes'
+        display()
+        return
+
+    misses = system.l2.overall_mshr_misses
+
     if command == 'misses':
-        stat = system.l2.overall_mshr_misses
+        output.stat = misses
-        if options.binned:
+        output.label = 'Overall MSHR Misses'
-            print '%s kernel stats' % stat.name
+        display()
-            stat.bins = 'kernel'
-            printdata(runs, stat)
-
-            print '%s idle stats' % stat.name
-            stat.bins = 'idle'
-            printdata(runs, stat)
-
-            print '%s user stats' % stat.name
-            stat.bins = 'user'
-            printdata(runs, stat)
-
-            print '%s total stats' % stat.name
-
-        stat.bins = None
-        if options.graph:
-            graphdata(runs, options, 'misses', 'Overall MSHR Misses', stat)
-        else:
-            printdata(runs, stat)
         return
 
     if command == 'mpkb':
-        misses = system.l2.overall_mshr_misses
+        output.stat = misses / (bytes / 1024)
-        rxbytes = system.tsunami.etherdev0.rxBytes
+        output.binstats = [ misses ]
-        txbytes = system.tsunami.etherdev0.txBytes
+        output.label = 'Misses / KB'
-
+        display()
-        if options.binned:
-            print 'mpkb kernel stats'
-            misses.bins = 'kernel'
-            mpkb = misses / ((rxbytes + txbytes) / 1024)
-            printdata(runs, mpkb)
-
-            print 'mpkb idle stats'
-            misses.bins = 'idle'
-            mpkb = misses / ((rxbytes + txbytes) / 1024)
-            printdata(runs, mpkb)
-
-            print 'mpkb user stats'
-            misses.bins = 'user'
-            mpkb = misses / ((rxbytes + txbytes) / 1024)
-            printdata(runs, mpkb)
-
-            print 'mpkb total stats'
-
-        mpkb = misses / ((rxbytes + txbytes) / 1024)
-        misses.bins = None
-        if options.graph:
-            graphdata(runs, options, 'mpkb', 'Misses / KB',  mpkb)
-        else:
-            printdata(runs, mpkb)
         return
 
     if command == 'ipkb':
         interrupts = system.full0.kern.faults[4]
-        rxbytes = system.tsunami.etherdev0.rxBytes
+        output.stat = interrupts / kbytes
-        txbytes = system.tsunami.etherdev0.txBytes
+        output.binstats = [ interrupts ]
-
+        output.label = 'Interrupts / KB'
-        if options.binned:
+        display()
-            print 'ipkb kernel stats'
-            interrupts.bins = 'kernel'
-            ipkb = interrupts / ((rxbytes + txbytes) / 1024)
-            printdata(runs, ipkb)
-
-            print 'ipkb idle stats'
-            interrupts.bins = 'idle'
-            ipkb = interrupts / ((rxbytes + txbytes) / 1024)
-            printdata(runs, ipkb)
-
-            print 'ipkb user stats'
-            interrupts.bins = 'user'
-            ipkb = interrupts / ((rxbytes + txbytes) / 1024)
-            printdata(runs, ipkb)
-
-            print 'ipkb total stats'
-
-        ipkb = interrupts / ((rxbytes + txbytes) / 1024)
-        interrupts.bins = None
-        if options.graph:
-            graphdata(runs, options, 'ipkb', 'Interrupts / KB',  ipkb)
-        else:
-            printdata(runs, ipkb)
         return
 
     if command == 'execute':
-        printdata(runs, system.full0.ISSUE__count)
+        output.stat = system.full0.ISSUE__count
+        display()
         return
 
     if command == 'commit':
-        printdata(runs, system.full0.COM__count)
+        output.stat = system.full0.COM__count
+        display()
         return
 
     if command == 'fetch':
-        printdata(runs, system.full0.FETCH__count)
+        output.stat = system.full0.FETCH__count
-        return
+        display()
-
-    if command == 'bpp':
-        ed = system.tsunami.etherdev0
-        bpp = (ed.rxBytes + ed.txBytes) / (ed.rxPackets + ed.txPackets)
-        if options.graph:
-            graphdata(runs, options, 'bpp', 'Bytes / Packet',  bpp)
-        else:
-            printdata(runs, bpp)
-        return
-
-    if command == 'rxbpp':
-        bpp = system.tsunami.etherdev0.rxBytes / system.tsunami.etherdev0.rxPackets
-        if options.graph:
-            graphdata(runs, options, 'rxbpp', 'Receive Bytes / Packet',  bpp)
-        else:
-            printdata(runs, bpp)
-        return
-
-    if command == 'txbpp':
-        bpp = system.tsunami.etherdev0.txBytes / system.tsunami.etherdev0.txPackets
-        if options.graph:
-            graphdata(runs, options, 'txbpp', 'Transmit Bytes / Packet',  bpp)
-        else:
-            printdata(runs, bpp)
-        return
-
-    if command == 'rtp':
-        rtp = system.tsunami.etherdev0.rxPackets / system.tsunami.etherdev0.txPackets
-        if options.graph:
-            graphdata(runs, options, 'rtp', 'rxPackets / txPackets',  rtp)
-        else:
-            printdata(runs, rtp)
-        return
-
-    if command == 'rtb':
-        rtb = system.tsunami.etherdev0.rxBytes / system.tsunami.etherdev0.txBytes
-        if options.graph:
-            graphdata(runs, options, 'rtb', 'rxBytes / txBytes',  rtb)
-        else:
-            printdata(runs, rtb)
         return
 
     raise CommandException
@@ -738,9 +451,10 @@ class Options: pass
 
 if __name__ == '__main__':
     import getpass
+    from jobfile import JobFile
 
     options = Options()
-    options.host = 'zizzer.pool'
+    options.host = None
     options.db = None
     options.passwd = ''
     options.user = getpass.getuser()
@@ -750,23 +464,31 @@ if __name__ == '__main__':
     options.binned = False
     options.graph = False
     options.ticks = False
+    options.printmode = 'G'
+    options.jobfile = None
+    options.all = False
 
-    opts, args = getopts(sys.argv[1:], '-6BEFGd:g:h:pr:s:u:T:')
+    opts, args = getopts(sys.argv[1:], '-BEFG:ad:g:h:j:pr:s:u:T:')
     for o,a in opts:
         if o == '-B':
             options.binned = True
         if o == '-E':
-            printval.mode = 'E'
+            options.printmode = 'E'
         if o == '-F':
-            printval.mode = 'F'
+            options.printmode = 'F'
         if o == '-G':
-            options.graph = True;
+            options.get = a
+        if o == '-a':
+            options.all = True
         if o == '-d':
             options.db = a
         if o == '-g':
-            options.get = a
+            options.graph = True;
+            options.graphdir = a
         if o == '-h':
             options.host = a
+        if o == '-j':
+            options.jobfile = JobFile(a)
         if o == '-p':
             options.passwd = getpass.getpass()
         if o == '-r':
@@ -778,6 +500,18 @@ if __name__ == '__main__':
         if o == '-T':
             options.ticks = a
 
+    if options.jobfile:
+        if not options.host:
+            options.host = options.jobfile.dbhost
+        if not options.db:
+            options.db = options.jobfile.statdb
+
+    if not options.host:
+        sys.exit('Database server must be provided from a jobfile or -h')
+
+    if not options.db:
+        sys.exit('Database name must be provided from a jobfile or -d')
+
     if len(args) == 0:
         usage()