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root/cvsroot/UserCode/RateMonShiftTool_dev/DatabaseParser.py
Revision: 1.1
Committed: Mon Jan 30 13:34:17 2012 UTC (13 years, 3 months ago) by amott
Content type: text/x-python
Branch: MAIN
Log Message:
Initial Commit

File Contents

# User Rev Content
1 amott 1.1 import cx_Oracle
2     import cPickle as pickle
3     import os, sys
4     import time
5    
6     class DatabaseParser:
7    
8     def __init__(self):
9     cmd='cat ~centraltspro/secure/cms_trg_r.txt'
10     line=os.popen(cmd).readlines()
11     magic = line[0].rstrip("\n\r")
12     connect= 'cms_trg_r/' + magic + '@cms_omds_lb'
13     # connect to the DB
14     self.orcl = cx_Oracle.connect(connect)
15     self.curs = self.orcl.cursor()
16    
17     ##-- Defined in ParsePage1 --##
18     self.RunNumber = 0
19    
20     ##-- Defined in ParseRunPage --##
21     self.Date=''
22     self.L1_HLT_Key=''
23     self.HLT_Key=''
24     self.GTRS_Key=''
25     self.TSC_Key=''
26     self.GT_Key=''
27     self.ConfigId=0
28    
29     ##-- Defined in ParseHLTSummaryPage --##
30     self.TriggerRates = [] ## contains the HLT rates for the current LS range
31     self.RateTable = [] ## Rates per LS, useful but maybe enormous!
32    
33     self.L1PrescaleTable=[]
34     self.AvgL1Prescales=[] ## contains the average L1 prescales for the current LS range range
35     self.HLTList=[]
36     self.AvgTotalPrescales=[]
37     self.HLTPrescaleTable=[] ## can't fill this yet
38     self.UnprescaledRates=[]
39     self.PrescaledRates=[]
40     ##-- Defined in ParseLumiPage --##
41     self.LastLSParsed=-1
42     self.LSByLS = []
43     self.InstLumiByLS = []
44     self.DeliveredLumiByLS = []
45     self.LiveLumiByLS = []
46     self.PSColumnByLS = []
47     self.AvInstLumi = 0
48     self.AvDeliveredLumi = 0
49     self.AvLiveLumi = 0
50     self.LumiInfo = [] ##Returns
51     self.DeadTime = []
52     self.Physics = []
53    
54    
55     ##-- Defined in ParseL1Page (not currently used) --##
56     self.L1Rates={} ##Returns
57    
58     ##-- Defined in ParsePSColumnPage (not currently used) --##
59     self.PSColumnChanges=[] ##Returns
60    
61     ##-- Defined in ParseTriggerModePage --##
62     self.L1TriggerMode={}
63     self.HLTTriggerMode={}
64     self.HLTSeed=[]
65     self.HLTSequenceMap=[]
66     self.TriggerInfo = [] ##Returns
67    
68     ##-- Defined in AssemblePrescaleValues --##
69     self.L1Prescale=[]
70     self.L1IndexNameMap=[]
71     self.HLTPrescale=[]
72     self.MissingPrescale=[]
73     self.PrescaleValues=[] ##Returns
74    
75     ##-- Defined in ComputeTotalPrescales --##
76     self.TotalPSInfo = [] ##Returns
77    
78     ##-- Defined in CorrectForPrescaleChange --##
79     self.CorrectedPSInfo = [] ##Returns
80    
81     ##-- In the current Parser.py philosophy, only RunNumber is set globally
82     ## - LS range is set from the outside for each individual function
83     #self.FirstLS = -1
84     #self.LastLS = -1
85    
86     def GetRunInfo(self):
87     ## This query gets the L1_HLT Key (A), the associated HLT Key (B) and the Config number for that key (C)
88     KeyQuery = """
89     SELECT A.TRIGGERMODE, B.HLT_KEY, B.GT_RS_KEY, B.TSC_KEY, C.CONFIGID, D.GT_KEY FROM
90     CMS_WBM.RUNSUMMARY A, CMS_L1_HLT.L1_HLT_CONF B, CMS_HLT.CONFIGURATIONS C, CMS_TRG_L1_CONF.TRIGGERSUP_CONF D WHERE
91     B.ID = A.TRIGGERMODE AND C.CONFIGDESCRIPTOR = B.HLT_KEY AND D.TS_Key = B.TSC_Key AND A.RUNNUMBER=%d
92     """ % (self.RunNumber,)
93     self.curs.execute(KeyQuery)
94     self.L1_HLT_Key,self.HLT_Key,self.GTRS_Key,self.TSC_Key,self.ConfigId,self.GT_Key = self.curs.fetchone()
95    
96     def UpdateRateTable(self): # lets not rebuild the rate table every time, rather just append new LSs
97     pass
98    
99     def GetHLTRates(self,StartLS,EndLS):
100     sqlquery = """SELECT SUM(A.L1PASS),SUM(A.PSPASS),SUM(A.PACCEPT)
101     ,SUM(A.PEXCEPT),(SELECT L.NAME FROM CMS_HLT.PATHS L WHERE L.PATHID=A.PATHID) PATHNAME
102     FROM CMS_RUNINFO.HLT_SUPERVISOR_TRIGGERPATHS A WHERE RUNNUMBER=%s AND A.LSNUMBER>=%d AND A.LSNUMBER<%d
103     GROUP BY A.LSNUMBER,A.PATHID"""
104    
105     query = sqlquery % (self.RunNumber,StartLS,EndLS)
106     self.curs.execute(query)
107     self.TriggerRates=['']*len(self.HLTList)
108     for L1Pass,PSPass,HLTPass,HLTExcept,name in self.curs.fetchall():
109     rate = HLTPass/23.3
110     ps = 0
111     if PSPass:
112     ps = float(L1Pass)/PSPass
113     if not [name] in self.RateTable:
114     continue
115     nameI = self.GetHLTIndex(name) #self.RateTable.index([name])
116     if nameI==-1:
117     continue
118     self.RateTable[nameI].append([ps,rate])
119     self.TriggerRates[nameI]= [rate,L1Pass,PSPass,ps,StartLS,EndLS]
120     ##self.RateTable
121     return self.TriggerRates
122    
123    
124     def GetLumiInfo(self):
125     sqlquery="""SELECT RUNNUMBER,LUMISECTION,PRESCALE_INDEX,INSTLUMI,LIVELUMI,DELIVLUMISECTION,DEADTIME
126     ,DCSSTATUS,PHYSICS_FLAG
127     FROM CMS_RUNTIME_LOGGER.LUMI_SECTIONS A,CMS_GT_MON.LUMI_SECTIONS B WHERE A.RUNNUMBER=%s
128     AND B.RUN_NUMBER(+)=A.RUNNUMBER AND B.LUMI_SECTION(+)=A.LUMISECTION AND A.LUMISECTION > %d
129     ORDER BY A.RUNNUMBER,A.LUMISECTION"""
130    
131     ## Get the lumi information for the run, just update the table, don't rebuild it every time
132     query = sqlquery % (self.RunNumber,self.LastLSParsed)
133     self.curs.execute(query)
134     pastLSCol=-1
135     for run,ls,psi,inst,live,dlive,dt,dcs,phys in self.curs.fetchall():
136     self.LSByLS.append(ls)
137     self.PSColumnByLS.append(psi)
138     self.InstLumiByLS.append(inst)
139     self.LiveLumiByLS.append(inst)
140     self.DeliveredLumiByLS.append(inst)
141     self.DeadTime.append(dt)
142     self.Physics.append(phys)
143     if pastLSCol!=-1 and ls!=pastLSCol:
144     self.PSColumnChanges.append([ls,psi])
145     pastLSCol=ls
146     if ls>self.LastLSParsed:
147     self.LastLSParsed=ls
148    
149     def FillLumiInfo(self,StartLS,EndLS):
150     if EndLS <= StartLS:
151     print "In ParseLumiPage, EndLS <= StartLS"
152    
153     print "In ParseLumiPage, StartLS = "+str(StartLS)+" and EndLS = "+str(EndLS)
154    
155     self.AvLiveLumi = 1000*(self.LiveLumiByLS[EndLS] - self.LiveLumiByLS[StartLS])/(23.3*(EndLS-StartLS))
156     self.AvDeliveredLumi = 1000*(self.DeliveredLumiByLS[EndLS] - self.DeliveredLumiByLS[StartLS])/(23.3*(EndLS-StartLS))
157     value_iterator = 0
158     for value in self.LSByLS:
159     if value >= StartLS and value <= EndLS:
160     self.AvInstLumi+=self.InstLumiByLS[value]
161     value_iterator+=1
162     self.AvInstLumi = self.AvInstLumi / value_iterator
163    
164     self.LumiInfo = [self.LSByLS, self.PSColumnByLS, self.InstLumiByLS, self.DeliveredLumiByLS, self.LiveLumiByLS, self.AvInstLumi, self.AvDeliveredLumi, self.AvLiveLumi]
165    
166     return [self.LumiInfo,StartLS,EndLS]
167    
168    
169     def ParsePSColumnPage(self): ## this is now done automatically when we read the db
170     pass
171    
172     def GetL1NameIndexAssoc(self):
173     ## get the L1 algo names associated with each algo bit
174     AlgoNameQuery = """SELECT ALGO_INDEX, ALIAS FROM CMS_GT.L1T_MENU_ALGO_VIEW
175     WHERE MENU_IMPLEMENTATION IN (SELECT L1T_MENU_FK FROM CMS_GT.GT_SETUP WHERE ID='%s')
176     ORDER BY ALGO_INDEX""" % (self.GT_Key,)
177     self.curs.execute(AlgoNameQuery)
178     nextIndex=0
179     for index,name in self.curs.fetchall():
180     while nextIndex<index:
181     self.L1IndexNameMap.append('')
182     nextIndex+=1 ## skips empty seeds
183     self.L1IndexNameMap.append(name)
184     nextIndex+=1
185    
186     def GetL1AlgoPrescales(self):
187     L1PrescalesQuery= """
188     SELECT
189     PRESCALE_FACTOR_ALGO_000,PRESCALE_FACTOR_ALGO_001,PRESCALE_FACTOR_ALGO_002,PRESCALE_FACTOR_ALGO_003,PRESCALE_FACTOR_ALGO_004,PRESCALE_FACTOR_ALGO_005,
190     PRESCALE_FACTOR_ALGO_006,PRESCALE_FACTOR_ALGO_007,PRESCALE_FACTOR_ALGO_008,PRESCALE_FACTOR_ALGO_009,PRESCALE_FACTOR_ALGO_010,PRESCALE_FACTOR_ALGO_011,
191     PRESCALE_FACTOR_ALGO_012,PRESCALE_FACTOR_ALGO_013,PRESCALE_FACTOR_ALGO_014,PRESCALE_FACTOR_ALGO_015,PRESCALE_FACTOR_ALGO_016,PRESCALE_FACTOR_ALGO_017,
192     PRESCALE_FACTOR_ALGO_018,PRESCALE_FACTOR_ALGO_019,PRESCALE_FACTOR_ALGO_020,PRESCALE_FACTOR_ALGO_021,PRESCALE_FACTOR_ALGO_022,PRESCALE_FACTOR_ALGO_023,
193     PRESCALE_FACTOR_ALGO_024,PRESCALE_FACTOR_ALGO_025,PRESCALE_FACTOR_ALGO_026,PRESCALE_FACTOR_ALGO_027,PRESCALE_FACTOR_ALGO_028,PRESCALE_FACTOR_ALGO_029,
194     PRESCALE_FACTOR_ALGO_030,PRESCALE_FACTOR_ALGO_031,PRESCALE_FACTOR_ALGO_032,PRESCALE_FACTOR_ALGO_033,PRESCALE_FACTOR_ALGO_034,PRESCALE_FACTOR_ALGO_035,
195     PRESCALE_FACTOR_ALGO_036,PRESCALE_FACTOR_ALGO_037,PRESCALE_FACTOR_ALGO_038,PRESCALE_FACTOR_ALGO_039,PRESCALE_FACTOR_ALGO_040,PRESCALE_FACTOR_ALGO_041,
196     PRESCALE_FACTOR_ALGO_042,PRESCALE_FACTOR_ALGO_043,PRESCALE_FACTOR_ALGO_044,PRESCALE_FACTOR_ALGO_045,PRESCALE_FACTOR_ALGO_046,PRESCALE_FACTOR_ALGO_047,
197     PRESCALE_FACTOR_ALGO_048,PRESCALE_FACTOR_ALGO_049,PRESCALE_FACTOR_ALGO_050,PRESCALE_FACTOR_ALGO_051,PRESCALE_FACTOR_ALGO_052,PRESCALE_FACTOR_ALGO_053,
198     PRESCALE_FACTOR_ALGO_054,PRESCALE_FACTOR_ALGO_055,PRESCALE_FACTOR_ALGO_056,PRESCALE_FACTOR_ALGO_057,PRESCALE_FACTOR_ALGO_058,PRESCALE_FACTOR_ALGO_059,
199     PRESCALE_FACTOR_ALGO_060,PRESCALE_FACTOR_ALGO_061,PRESCALE_FACTOR_ALGO_062,PRESCALE_FACTOR_ALGO_063,PRESCALE_FACTOR_ALGO_064,PRESCALE_FACTOR_ALGO_065,
200     PRESCALE_FACTOR_ALGO_066,PRESCALE_FACTOR_ALGO_067,PRESCALE_FACTOR_ALGO_068,PRESCALE_FACTOR_ALGO_069,PRESCALE_FACTOR_ALGO_070,PRESCALE_FACTOR_ALGO_071,
201     PRESCALE_FACTOR_ALGO_072,PRESCALE_FACTOR_ALGO_073,PRESCALE_FACTOR_ALGO_074,PRESCALE_FACTOR_ALGO_075,PRESCALE_FACTOR_ALGO_076,PRESCALE_FACTOR_ALGO_077,
202     PRESCALE_FACTOR_ALGO_078,PRESCALE_FACTOR_ALGO_079,PRESCALE_FACTOR_ALGO_080,PRESCALE_FACTOR_ALGO_081,PRESCALE_FACTOR_ALGO_082,PRESCALE_FACTOR_ALGO_083,
203     PRESCALE_FACTOR_ALGO_084,PRESCALE_FACTOR_ALGO_085,PRESCALE_FACTOR_ALGO_086,PRESCALE_FACTOR_ALGO_087,PRESCALE_FACTOR_ALGO_088,PRESCALE_FACTOR_ALGO_089,
204     PRESCALE_FACTOR_ALGO_090,PRESCALE_FACTOR_ALGO_091,PRESCALE_FACTOR_ALGO_092,PRESCALE_FACTOR_ALGO_093,PRESCALE_FACTOR_ALGO_094,PRESCALE_FACTOR_ALGO_095,
205     PRESCALE_FACTOR_ALGO_096,PRESCALE_FACTOR_ALGO_097,PRESCALE_FACTOR_ALGO_098,PRESCALE_FACTOR_ALGO_099,PRESCALE_FACTOR_ALGO_100,PRESCALE_FACTOR_ALGO_101,
206     PRESCALE_FACTOR_ALGO_102,PRESCALE_FACTOR_ALGO_103,PRESCALE_FACTOR_ALGO_104,PRESCALE_FACTOR_ALGO_105,PRESCALE_FACTOR_ALGO_106,PRESCALE_FACTOR_ALGO_107,
207     PRESCALE_FACTOR_ALGO_108,PRESCALE_FACTOR_ALGO_109,PRESCALE_FACTOR_ALGO_110,PRESCALE_FACTOR_ALGO_111,PRESCALE_FACTOR_ALGO_112,PRESCALE_FACTOR_ALGO_113,
208     PRESCALE_FACTOR_ALGO_114,PRESCALE_FACTOR_ALGO_115,PRESCALE_FACTOR_ALGO_116,PRESCALE_FACTOR_ALGO_117,PRESCALE_FACTOR_ALGO_118,PRESCALE_FACTOR_ALGO_119,
209     PRESCALE_FACTOR_ALGO_120,PRESCALE_FACTOR_ALGO_121,PRESCALE_FACTOR_ALGO_122,PRESCALE_FACTOR_ALGO_123,PRESCALE_FACTOR_ALGO_124,PRESCALE_FACTOR_ALGO_125,
210     PRESCALE_FACTOR_ALGO_126,PRESCALE_FACTOR_ALGO_127
211     FROM CMS_GT.GT_FDL_PRESCALE_FACTORS_ALGO A, CMS_GT.GT_RUN_SETTINGS_PRESC_VIEW B
212     WHERE A.ID=B.PRESCALE_FACTORS_ALGO_FK AND B.ID='%s'
213     """ % (self.GTRS_Key,)
214     self.curs.execute(L1PrescalesQuery)
215     ## This is pretty horrible, but this how you get them!!
216     tmp = self.curs.fetchall()
217     for ps in tmp[0]: #build the prescale table initially
218     self.L1PrescaleTable.append([ps])
219     for line in tmp[1:]: # now fill it
220     for ps,index in zip(line,range(len(line))):
221     self.L1PrescaleTable[index].append(ps)
222    
223     def GetHLTIndex(self,name):
224     for i,n in enumerate(self.HLTList):
225     if n.find(name)!=-1:
226     return i
227     print name
228     return -1
229    
230     def GetL1Index(self,name):
231     for i,n in enumerate(self.L1IndexNameMap):
232     if n==name:
233     return i
234     print name
235     return -1
236    
237     def GetHLTPrescaleMatrix(self,cursor):
238     ##NOT WORKING 1/19/2012
239     return
240     SequencePathQuery ="""
241     SELECT F.SEQUENCENB,J.VALUE TRIGGERNAME
242     FROM CMS_HLT.CONFIGURATIONSERVICEASSOC A
243     , CMS_HLT.SERVICES B
244     , CMS_HLT.SERVICETEMPLATES C
245     , CMS_HLT.SUPERIDVECPARAMSETASSOC D
246     , CMS_HLT.VECPARAMETERSETS E
247     , CMS_HLT.SUPERIDPARAMSETASSOC F
248     , CMS_HLT.PARAMETERSETS G
249     , CMS_HLT.SUPERIDPARAMETERASSOC H
250     , CMS_HLT.PARAMETERS I
251     , CMS_HLT.STRINGPARAMVALUES J
252     WHERE A.CONFIGID= %d
253     AND A.SERVICEID=B.SUPERID
254     AND B.TEMPLATEID=C.SUPERID
255     AND C.NAME='PrescaleService'
256     AND B.SUPERID=D.SUPERID
257     AND D.VPSETID=E.SUPERID
258     AND E.NAME='prescaleTable'
259     AND D.VPSETID=F.SUPERID
260     AND F.PSETID=G.SUPERID
261     AND G.SUPERID=H.SUPERID
262     AND I.PARAMID=H.PARAMID
263     AND I.NAME='pathName'
264     AND J.PARAMID=H.PARAMID
265     ORDER BY F.SEQUENCENB
266     """ % (self.ConfigId,)
267    
268     cursor.execute(SequencePathQuery)
269     self.HLTSequenceMap = [0]*len(self.HLTList)
270     for seq,name in cursor.fetchall():
271     name = name.lstrip('"').rstrip('"')
272     try:
273     self.HLTSequenceMap[self.GetHLTIndex(name)]=seq
274     except:
275     print "couldn't find "+name
276    
277     for i,seq in enumerate(self.HLTSequenceMap):
278     if seq==0:
279     print self.HLTList[i]
280    
281     SequencePrescaleQuery="""
282     SELECT F.SEQUENCENB,J.SEQUENCENB,J.VALUE
283     FROM CMS_HLT.CONFIGURATIONSERVICEASSOC A
284     , CMS_HLT.SERVICES B
285     , CMS_HLT.SERVICETEMPLATES C
286     , CMS_HLT.SUPERIDVECPARAMSETASSOC D
287     , CMS_HLT.VECPARAMETERSETS E
288     , CMS_HLT.SUPERIDPARAMSETASSOC F
289     , CMS_HLT.PARAMETERSETS G
290     , CMS_HLT.SUPERIDPARAMETERASSOC H
291     , CMS_HLT.PARAMETERS I
292     , CMS_HLT.VUINT32PARAMVALUES J
293     WHERE A.CONFIGID=%d
294     AND A.SERVICEID=B.SUPERID
295     AND B.TEMPLATEID=C.SUPERID
296     AND C.NAME='PrescaleService'
297     AND B.SUPERID=D.SUPERID
298     AND D.VPSETID=E.SUPERID
299     AND E.NAME='prescaleTable'
300     AND D.VPSETID=F.SUPERID
301     AND F.PSETID=G.SUPERID
302     AND G.SUPERID=H.SUPERID
303     AND I.PARAMID=H.PARAMID
304     AND I.NAME='prescales'
305     AND J.PARAMID=H.PARAMID
306     ORDER BY F.SEQUENCENB,J.SEQUENCENB
307     """ % (self.ConfigId,)
308    
309     print self.HLTSequenceMap
310     cursor.execute(SequencePrescaleQuery)
311     self.HLTPrescaleTable=[ [] ]*len(self.HLTList)
312     lastIndex=-1
313     lastSeq=-1
314     row = []
315     for seq,index,val in cursor.fetchall():
316     if lastIndex!=index-1:
317     self.HLTPrescaleTable[self.HLTSequenceMap.index(lastSeq)].append(row)
318     row=[]
319     lastSeq=seq
320     lastIndex=index
321     row.append(val)
322    
323     def GetHLTSeeds(self):
324     ## This is a rather delicate query, but it works!
325     ## Essentially get a list of paths associated with the config, then find the module of type HLTLevel1GTSeed associated with the path
326     ## Then find the parameter with field name L1SeedsLogicalExpression and look at the value
327     ##
328     ## NEED TO BE LOGGED IN AS CMS_HLT_R
329     cmd='cat ~hltpro/secure/cms_hlt_r.txt'
330     line=os.popen(cmd).readlines()
331     magic = line[0].rstrip("\n\r")
332     connect= 'cms_hlt_r/' + magic + '@cms_omds_lb'
333     # connect to the DB
334     tmporcl = cx_Oracle.connect(connect)
335     tmpcurs = tmporcl.cursor()
336     sqlquery ="""
337     SELECT I.NAME,A.VALUE
338     FROM
339     CMS_HLT.STRINGPARAMVALUES A,
340     CMS_HLT.PARAMETERS B,
341     CMS_HLT.SUPERIDPARAMETERASSOC C,
342     CMS_HLT.MODULETEMPLATES D,
343     CMS_HLT.MODULES E,
344     CMS_HLT.PATHMODULEASSOC F,
345     CMS_HLT.CONFIGURATIONPATHASSOC G,
346     CMS_HLT.CONFIGURATIONS H,
347     CMS_HLT.PATHS I
348     WHERE
349     A.PARAMID = C.PARAMID AND
350     B.PARAMID = C.PARAMID AND
351     B.NAME = 'L1SeedsLogicalExpression' AND
352     C.SUPERID = F.MODULEID AND
353     D.NAME = 'HLTLevel1GTSeed' AND
354     E.TEMPLATEID = D.SUPERID AND
355     F.MODULEID = E.SUPERID AND
356     F.PATHID=G.PATHID AND
357     I.PATHID=G.PATHID AND
358     G.CONFIGID=H.CONFIGID AND
359     H.CONFIGDESCRIPTOR='%s'
360     """ % (self.HLT_Key,)
361     tmpcurs.execute(sqlquery)
362     for HLTPath,L1Seed in tmpcurs.fetchall():
363     self.HLTList.append(HLTPath)
364     self.HLTSeed.append([HLTPath,L1Seed])
365     self.TriggerRates.append([HLTPath])
366     self.RateTable.append([HLTPath])
367     #self.GetHLTPrescaleMatrix(tmpcurs)
368    
369     def ParseRunSetup(self):
370     #queries that need to be run only once per run
371     self.GetRunInfo()
372     self.GetL1NameIndexAssoc()
373     self.GetL1AlgoPrescales()
374     self.GetHLTSeeds()
375    
376     def UpdateRun(self,StartLS,EndLS):
377     if EndLS<StartLS:
378     print "Invalid Lumi Section Range"
379     return
380     self.GetLumiInfo()
381     if StartLS < 0:
382     EndLS = max(self.LSByLS) - 1
383     StartLS = EndLS + StartLS
384     if StartLS < 2: #The parser does not parse the first LS
385     StartLS = 2
386     if StartLS == 999999:
387     StartLS = min(self.LSByLS)
388     if EndLS == 111111:
389     EndLS = max(self.LSByLS)
390     if EndLS>self.LastLSParsed:
391     print "EndLS out of range"
392     return
393     self.FillLumiInfo(StartLS,EndLS)
394     self.GetHLTRates(StartLS,EndLS)
395     self.CalculateAvL1Prescales(StartLS,EndLS)
396     self.CalculateTotalPrescales()
397     self.UnprescaleRates()
398    
399     def CalculateAvL1Prescales(self,StartLS,EndLS):
400     self.AvgL1Prescales=[0]*len(self.L1IndexNameMap) ## make it an array of 0s of the right length (should be 128, but don't assume)
401     for index in range(StartLS,EndLS+1):
402     psi = self.PSColumnByLS[index]
403     if not psi:
404     print "Cannot figure out PSI for LS "+str(index)
405     continue
406     for algo in range(len(self.L1IndexNameMap)):
407     self.AvgL1Prescales[algo]+=self.L1PrescaleTable[algo][psi]
408     for i in range(len(self.AvgL1Prescales)):
409     self.AvgL1Prescales[i] = self.AvgL1Prescales[i]/(EndLS-StartLS+1)
410    
411     def CalculateTotalPrescales(self):
412     self.AvgTotalPrescales=[]
413     for i,n in enumerate(self.HLTList):
414     hltPS=0
415     if len(self.TriggerRates[i])>0:
416     hltPS = self.TriggerRates[i][3]
417     l1Index = self.GetL1Index(self.HLTSeed[i][1].lstrip('"').rstrip('"'))
418     l1PS=0
419     if l1Index==-1:
420     print "Could not find prescale for seed "+self.HLTSeed[i][1]
421     else:
422     l1PS = self.AvgL1Prescales[l1Index]
423     #print hltPS+" "+l1PS
424     self.AvgTotalPrescales.append(hltPS*l1PS)
425    
426    
427     def UnprescaleRates(self):
428     self.PrescaledRates=[]
429     self.UnprescaledRates=[]
430     for i,n in enumerate(self.HLTList):
431     psRate=0
432     if len(self.TriggerRates[i])>0:
433     psRate = self.TriggerRates[i][0]
434     totalPS = self.AvgTotalPrescales[i]
435     unpsRate = psRate
436     if totalPS:
437     unpsRate = psRate*totalPS
438     self.PrescaledRates.append(psRate)
439     self.UnprescaledRates.append(unpsRate)
440    
441     def AssemblePrescaleValues(self): ##Depends on output from ParseLumiPage and ParseTriggerModePage
442     return ## WHAT DOES THIS FUNCTION DO???
443     MissingName = "Nemo"
444     for key in self.L1TriggerMode:
445     self.L1Prescale[key] = {}
446     for n in range(min(self.LSByLS),max(self.LSByLS)+1): #"range()" excludes the last element
447     try:
448     self.L1Prescale[key][n] = self.L1TriggerMode[key][self.PSColumnByLS[n]]
449     except:
450     if not key == MissingName:
451     self.MissingPrescale.append(key)
452     MissingName = key
453     if not n < 2:
454     print "LS "+str(n)+" of key "+str(key)+" is missing from the LumiSections page"
455    
456     for key in self.HLTTriggerMode:
457     self.HLTPrescale[key] = {}
458     for n in range(min(self.LSByLS),max(self.LSByLS)+1): #"range" excludes the last element
459     try:
460     self.HLTPrescale[key][n] = self.HLTTriggerMode[key][self.PSColumnByLS[n]]
461     except:
462     if not key == MissingName:
463     self.MissingPrescale.append(key)
464     MissingName = key
465     if not n < 2:
466     print "LS "+str(n)+" of key "+str(key)+" is missing from the LumiSections page"
467    
468     self.PrescaleValues = [self.L1Prescale,self.HLTPrescale,self.MissingPrescale]
469     return self.PrescaleValues
470    
471     def ComputeTotalPrescales(self,StartLS,EndLS):
472     return ## WHAT DOES THIS FUNCTION DO??
473     IdealHLTPrescale = {}
474     IdealPrescale = {}
475     L1_zero = {}
476     HLT_zero = {}
477     n1 = {}
478     n2 = {}
479     L1 = {}
480     L2 = {}
481     H1 = {}
482     H2 = {}
483     InitialColumnIndex = self.PSColumnByLS[int(StartLS)]
484    
485     for key in self.HLTTriggerMode:
486     try:
487     DoesThisPathHaveAValidL1SeedWithPrescale = self.L1Prescale[self.HLTSeed[key]][StartLS]
488     except:
489     L1_zero[key] = True
490     HLT_zero[key] = False
491     continue
492    
493     IdealHLTPrescale[key] = 0.0
494     IdealPrescale[key] = 0.0
495     n1[key] = 0
496     L1_zero[key] = False
497     HLT_zero[key] = False
498    
499     for LSIterator in range(StartLS,EndLS+1): #"range" excludes the last element
500     if self.L1Prescale[self.HLTSeed[key]][LSIterator] > 0 and self.HLTPrescale[key][LSIterator] > 0:
501     IdealPrescale[key]+=1.0/(self.L1Prescale[self.HLTSeed[key]][LSIterator]*self.HLTPrescale[key][LSIterator])
502     else:
503     IdealPrescale[key]+=1.0 ##To prevent a divide by 0 error later
504     if self.L1Prescale[self.HLTSeed[key]][LSIterator] < 0.1:
505     L1_zero[key] = True
506     if self.HLTPrescale[key][LSIterator] < 0.1:
507     HLT_zero[key] = True
508     if self.PSColumnByLS[LSIterator] == InitialColumnIndex:
509     n1[key]+=1
510    
511     if L1_zero[key] == True or HLT_zero[key] == True:
512     continue
513    
514     IdealPrescale[key] = (EndLS + 1 - StartLS)/IdealPrescale[key]
515    
516     n2[key] = float(EndLS + 1 - StartLS - n1[key])
517     L1[key] = float(self.L1Prescale[self.HLTSeed[key]][StartLS])
518     L2[key] = float(self.L1Prescale[self.HLTSeed[key]][EndLS])
519     H1[key] = float(self.HLTPrescale[key][StartLS])
520     H2[key] = float(self.HLTPrescale[key][EndLS])
521    
522     IdealHLTPrescale[key] = ((n1[key]/L1[key])+(n2[key]/L2[key]))/((n1[key]/(L1[key]*H1[key]))+(n2[key]/(L2[key]*H2[key])))
523    
524     self.TotalPSInfo = [L1_zero,HLT_zero,IdealPrescale,IdealHLTPrescale,n1,n2,L1,L2,H1,H2]
525    
526     return self.TotalPSInfo
527    
528    
529     def CorrectForPrescaleChange(self,StartLS,EndLS):
530     [L1_zero,HLT_zero,IdealPrescale,IdealHLTPrescale,n1,n2,L1,L2,H1,H2] = self.TotalPSInfo
531     xLS = {}
532     RealPrescale = {}
533    
534     for key in self.HLTTriggerMode:
535     if L1_zero[key] == True or HLT_zero[key] == True:
536     continue
537     [TriggerRate,L1Pass,PSPass,PS,Seed,StartLS,EndLS] = self.TriggerRates[key]
538     if PS > 0.95 * IdealHLTPrescale[key] and PS < 1.05 * IdealHLTPrescale[key]:
539     RealPrescale[key] = IdealPrescale[key]
540     continue
541    
542     if H1[key] == H2[key] and L1[key] == L2[key] and not EndLS > max(self.LSByLS) - 1: ##Look for prescale change into the next LS
543     H2[key] = float(self.HLTPrescale[key][EndLS+1])
544     L2[key] = float(self.L1Prescale[self.HLTSeed[key]][EndLS+1])
545     if H1[key] == H2[key] and L1[key] == L2[key] and not StartLS < 3:
546     H1[key] = float(self.HLTPrescale[key][StartLS-1])
547     L1[key] = float(self.L1Prescale[self.HLTSeed[key]][StartLS-1])
548     if H1[key] == H2[key]:
549     xLS[key] = 0
550     else:
551     xLS[key] = ((-(PS/IdealHLTPrescale[key])*(L2[key]*n1[key]+L1[key]*n2[key])*(H2[key]*L2[key]*n1[key]+H1[key]*L1[key]*n2[key]))+((H2[key]*L2[key]*n1[key]+H1[key]*L1[key]*n2[key])*(L2[key]*n1[key]+L1[key]*n2[key])))/(((PS/IdealHLTPrescale[key])*(L2[key]*n1[key]+L1[key]*n2[key])*(H1[key]*L1[key]-H2[key]*L2[key]))+((H2[key]*L2[key]*n1[key]+H1[key]*L1[key]*n2[key])*(L2[key]-L1[key])))
552    
553     if xLS[key] > 1:
554     xLS[key] = 1
555     if xLS[key] < -1:
556     xLS[key] = -1
557     RealPrescale[key] = (n1[key] + n2[key])/(((n1[key] - xLS[key])/(H1[key]*L1[key]))+(n2[key]+xLS[key])/(H2[key]*L2[key]))
558    
559     self.CorrectedPSInfo = [RealPrescale,xLS,L1,L2,H1,H2]
560    
561     return self.CorrectedPSInfo
562    
563     def Save(self, fileName):
564     dir = os.path.dirname(fileName)
565     if not os.path.exists(dir):
566     os.makedirs(dir)
567     pickle.dump( self, open( fileName, 'w' ) )
568    
569     def Load(self, fileName):
570     self = pickle.load( open( fileName ) )