es_relval_stats.py

#!/usr/bin/env python
from sys import exit, argv
from commands import getstatusoutput
from os.path import isdir,basename,exists,join
import json
from datetime import datetime
from es_utils import send_payload_old as send_payload
from cmsutils import cmsswIB2Week
from hashlib import sha1
import threading
from time import sleep

def percentile(percentage, data, dlen):
  R=(dlen+1)*percentage/100.0
  IR=int(R)
  if IR>=dlen: return data[-1]
  elif IR==0: return data[0]
  FR=int((R-IR)*100)
  res = data[IR-1]
  if FR>0: res=(FR/100.0)*(data[IR]-res)+res
  return res

def process(wfnum, s, sfile, details=False):
  global release, arch, rel_msec, week, ex_fields
  try:
    stats = json.load(open(sfile))
    xdata = {}
    for stat in stats:
      for item in stat:
        try: xdata[item].append(stat[item])
        except:
          xdata[item]=[]
          xdata[item].append(stat[item])
      stat["@timestamp"]=rel_msec+(stat["time"]*1000)
      stat["release"]=release
      stat["step"]=s
      stat["workflow"]=wfnum
      stat["architecture"]=arch
      idx = sha1(release + arch + wfnum + s + str(stat["time"])).hexdigest()
      del stat["time"]
      if details:
        try:send_payload("relvals_stats_details_"+week,"runtime-stats-details",idx,json.dumps(stat))
        except Exception as e: print e
    print "Working on ",release, arch, wfnum, s, len(stats)
    sdata = {"release":release, "architecture":arch, "step":s, "@timestamp":rel_msec, "workflow":wfnum}
    for x in xdata:
      data = sorted(xdata[x])
      if x in ["time","num_threads","processes","num_fds"]:
        sdata[x]=data[-1]
        continue
      if not x in ex_fields: continue
      dlen = len(data)
      for t in ["min", "max", "avg", "median", "25", "75"]: sdata[x+"_"+t]=0
      if dlen>0:
        sdata[x+"_min"]=data[0]
        sdata[x+"_max"]=data[-1]
        if dlen>1:
          dlen2=int(dlen/2)
          if (dlen%2)==0: sdata[x+"_median"]=int((data[dlen2-1]+data[dlen2])/2)
          else: sdata[x+"_median"]=data[dlen2]
          sdata[x+"_avg"]=int(sum(data)/dlen)
          for t in [25, 75]:
            sdata[x+"_"+str(t)]=int(percentile(t,data, dlen))
        else:
          for t in ["25", "75", "avg", "median"]:
            sdata[x+"_"+t]=data[0]
    idx = sha1(release + arch + wfnum + s + str(rel_sec)).hexdigest()
    try:send_payload("relvals_stats_summary_"+week,"runtime-stats-summary",idx,json.dumps(sdata))
    except Exception as e: print e
  except Exception as e: print e
  return

partial_log_dirpath=argv[1]
jobs=6
try: jobs=int(argv[2])
except: jobs=6
items = partial_log_dirpath.split("/")
if items[-1]!="pyRelValPartialLogs": exit(1)
release=items[-2]
arch=items[-6]
week, rel_sec  = cmsswIB2Week(release)
rel_msec = rel_sec*1000
ex_fields=["rss", "vms", "pss", "uss", "shared", "data", "cpu"]
e, o = getstatusoutput("ls -d %s/*" % partial_log_dirpath)
threads = []
for wf in o.split("\n"):
  if not isdir(wf): continue
  if exists(join(wf,"wf_stats.done")): continue
  wfnum = basename(wf).split("_",1)[0]
  e, o = getstatusoutput("ls %s/step*.log | sed 's|^.*/||'" % wf)
  steps = {}
  for log in o.split("\n"): steps[log.split("_")[0]]=""
  e, o = getstatusoutput("ls %s/wf_stats-step*.json" % wf)
  for s in o.split("\n"):
    step = s.split("/wf_stats-")[1][:-5]
    if step in steps: steps[step]=s
  for s in steps:
    sfile =steps[s]
    if sfile=="": continue
    while True:
      threads = [t for t in threads if t.is_alive()]
      if(len(threads) >= jobs):sleep(0.5)
      else: break
    t = threading.Thread(target=process, args=(wfnum, s, sfile))
    t.start()
    threads.append(t)
  getstatusoutput("touch %s" % join(wf,"wf_stats.done"))
print "Active Threads:",len(threads)
for t in threads: t.join()