/
EventBased.py
249 lines (231 loc) · 13.6 KB
/
EventBased.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
#!/usr/bin/env python
"""
_EventBased_
Event based splitting algorithm that will chop a fileset into
a set of jobs based on event counts
"""
import logging
import traceback
from math import ceil
from WMCore.JobSplitting.JobFactory import JobFactory
from WMCore.WMBS.File import File
from WMCore.DataStructs.Run import Run
class EventBased(JobFactory):
"""
Split jobs by number of events
"""
def algorithm(self, *args, **kwargs):
"""
_algorithm_
An event base splitting algorithm. All available files are split into a
set number of events per job.
"""
eventsPerJob = int(kwargs.get("events_per_job", 100))
eventsPerLumi = int(kwargs.get("events_per_lumi", eventsPerJob))
getParents = kwargs.get("include_parents", False)
lheInput = kwargs.get("lheInputFiles", False)
collectionName = kwargs.get('collectionName', None)
timePerEvent, sizePerEvent, memoryRequirement = \
self.getPerformanceParameters(kwargs.get('performance', {}))
acdcFileList = []
deterministicPileup = kwargs.get('deterministicPileup', False)
if deterministicPileup and self.package == 'WMCore.WMBS':
getJobNumber = self.daoFactory(classname="Jobs.GetNumberOfJobsPerWorkflow")
self.nJobs = getJobNumber.execute(workflow=self.subscription.getWorkflow().id)
logging.info('Creating %d jobs in DeterministicPileup mode', self.nJobs)
# If we have runLumi info, we need to load it from couch
if collectionName:
try:
from WMCore.ACDC.DataCollectionService import DataCollectionService
couchURL = kwargs.get('couchURL')
couchDB = kwargs.get('couchDB')
filesetName = kwargs.get('filesetName')
collectionName = kwargs.get('collectionName')
logging.info('Creating jobs for ACDC fileset %s', filesetName)
dcs = DataCollectionService(couchURL, couchDB)
acdcFileList = dcs.getProductionACDCInfo(collectionName, filesetName)
except Exception as ex:
msg = "Exception while trying to load goodRunList\n"
msg += "Refusing to create any jobs.\n"
msg += str(ex)
msg += str(traceback.format_exc())
logging.error(msg)
return
totalJobs = 0
locationDict = self.sortByLocation()
for location in locationDict:
self.newGroup()
fileList = locationDict[location]
getRunLumiInformation = False
for f in fileList:
if f['lfn'].startswith("MCFakeFile"):
# We have one MCFakeFile, then it needs run information
getRunLumiInformation = True
break
if getRunLumiInformation:
if self.package == 'WMCore.WMBS':
loadRunLumi = self.daoFactory(classname="Files.GetBulkRunLumi")
fileLumis = loadRunLumi.execute(files=fileList)
for f in fileList:
lumiDict = fileLumis.get(f['id'], {})
for run in lumiDict.keys():
f.addRun(run=Run(run, *lumiDict[run]))
for f in fileList:
currentEvent = f['first_event']
eventsInFile = f['events']
runs = list(f['runs'])
# We got the runs, clean the file.
f['runs'] = set()
if getParents:
parentLFNs = self.findParent(lfn=f['lfn'])
for lfn in parentLFNs:
parent = File(lfn=lfn)
f['parents'].add(parent)
if acdcFileList:
if f['lfn'] in [x['lfn'] for x in acdcFileList]:
totalJobs = self.createACDCJobs(f, acdcFileList, timePerEvent,
sizePerEvent, memoryRequirement,
lheInput, eventsPerJob, eventsPerLumi,
deterministicPileup, totalJobs)
continue
if not f['lfn'].startswith("MCFakeFile"):
# Very very uncommon, but it has real input dataset
if eventsInFile >= eventsPerJob:
while currentEvent < eventsInFile:
self.newJob(name=self.getJobName(length=totalJobs))
self.currentJob.addFile(f)
if eventsPerJob + currentEvent < eventsInFile:
jobTime = eventsPerJob * timePerEvent
diskRequired = eventsPerJob * sizePerEvent
self.currentJob["mask"].setMaxAndSkipEvents(eventsPerJob, currentEvent)
else:
jobTime = (eventsInFile - currentEvent) * timePerEvent
diskRequired = (eventsInFile - currentEvent) * sizePerEvent
self.currentJob["mask"].setMaxAndSkipEvents(None,
currentEvent)
self.currentJob.addResourceEstimates(jobTime=jobTime,
memory=memoryRequirement,
disk=diskRequired)
if deterministicPileup:
self.currentJob.addBaggageParameter("skipPileupEvents", (self.nJobs - 1) * eventsPerJob)
logging.debug("Job created for real input with %s", self.currentJob)
currentEvent += eventsPerJob
totalJobs += 1
else:
self.newJob(name=self.getJobName(length=totalJobs))
self.currentJob.addFile(f)
jobTime = eventsInFile * timePerEvent
diskRequired = eventsInFile * sizePerEvent
self.currentJob.addResourceEstimates(jobTime=jobTime,
memory=memoryRequirement,
disk=diskRequired)
if deterministicPileup:
self.currentJob.addBaggageParameter("skipPileupEvents", (self.nJobs - 1) * eventsPerJob)
logging.debug("Last job created for real input with %s", self.currentJob)
totalJobs += 1
else:
# This assumes there's only one run which is the case for MC
lumis = runs[0].lumis
(firstLumi, lastLumi) = (min(lumis), max(lumis))
currentLumi = firstLumi
totalEvents = 0
if eventsInFile >= eventsPerJob:
while totalEvents < eventsInFile:
self.newJob(name=self.getJobName(length=totalJobs))
self.currentJob.addFile(f)
self.currentJob.addBaggageParameter("lheInputFiles", lheInput)
lumisPerJob = int(ceil(float(eventsPerJob)
/ eventsPerLumi))
# Limit the number of events to a unsigned 32bit int
eventsRemaining = eventsInFile - totalEvents
if (currentEvent + eventsPerJob - 1) > (2 ** 32 - 1) and (
currentEvent + eventsRemaining - 1) > (2 ** 32 - 1):
currentEvent = 1
if eventsRemaining > eventsPerJob:
self.currentJob["mask"].setMaxAndSkipEvents(eventsPerJob,
currentEvent)
self.currentJob["mask"].setMaxAndSkipLumis(lumisPerJob,
currentLumi)
jobTime = eventsPerJob * timePerEvent
diskRequired = eventsPerJob * sizePerEvent
else:
jobTime = eventsRemaining * timePerEvent
diskRequired = eventsRemaining * sizePerEvent
lumisPerJob = int(ceil(float(eventsRemaining) / eventsPerLumi))
self.currentJob["mask"].setMaxAndSkipEvents(eventsRemaining,
currentEvent)
self.currentJob["mask"].setMaxAndSkipLumis(lumisPerJob,
currentLumi)
if deterministicPileup:
self.currentJob.addBaggageParameter("skipPileupEvents", (self.nJobs - 1) * eventsPerJob)
currentLumi += lumisPerJob
currentEvent += eventsPerJob
totalEvents += eventsPerJob
totalJobs += 1
self.currentJob.addResourceEstimates(jobTime=jobTime,
memory=memoryRequirement,
disk=diskRequired)
else:
self.newJob(name=self.getJobName(length=totalJobs))
self.currentJob.addFile(f)
# For MC we use firstEvent instead of skipEvents so set it to 1
# We must check for events going over 2**32 - 1 here too
if (eventsInFile + currentEvent - 1) > (2 ** 32 - 1):
currentEvent = 1
self.currentJob["mask"].setMaxAndSkipEvents(eventsInFile,
currentEvent)
self.currentJob["mask"].setMaxAndSkipLumis(lastLumi -
currentLumi + 1, currentLumi)
jobTime = eventsInFile * timePerEvent
diskRequired = eventsInFile * sizePerEvent
self.currentJob.addResourceEstimates(jobTime=jobTime,
memory=memoryRequirement,
disk=diskRequired)
if deterministicPileup:
self.currentJob.addBaggageParameter("skipPileupEvents", (self.nJobs - 1) * eventsPerJob)
totalJobs += 1
def createACDCJobs(self, fakeFile, acdcFileInfo, timePerEvent, sizePerEvent,
memoryRequirement, lheInputOption, eventsPerJob,
eventsPerLumi, deterministicPileup, totalJobs=0):
"""
_createACDCJobs_
Create ACDC production jobs, this are treated differentely
since it is an exact copy of the failed jobs.
"""
for acdcFile in acdcFileInfo:
if fakeFile['lfn'] == acdcFile['lfn']:
eventsToRun = acdcFile["events"]
currentEvent = acdcFile["first_event"]
currentLumi = acdcFile["lumis"][0]
lumisPerJob = 0
while eventsToRun:
self.newJob(name=self.getJobName(length=totalJobs))
self.currentJob.addFile(fakeFile)
self.currentJob.addBaggageParameter("lheInputFiles", lheInputOption)
# Limit the number of events to a unsigned 32bit int
if (currentEvent + eventsPerJob) > (2 ** 32 - 1):
currentEvent = 1
if eventsToRun >= eventsPerJob:
self.currentJob["mask"].setMaxAndSkipEvents(eventsPerJob, currentEvent)
if fakeFile['lfn'].startswith("MCFakeFile"):
lumisPerJob = int(ceil(float(eventsPerJob) / eventsPerLumi))
self.currentJob["mask"].setMaxAndSkipLumis(lumisPerJob, currentLumi)
else:
self.currentJob["mask"].setMaxAndSkipEvents(eventsToRun, currentEvent)
if fakeFile['lfn'].startswith("MCFakeFile"):
lumisPerJob = int(ceil(float(eventsToRun) / eventsPerLumi))
self.currentJob["mask"].setMaxAndSkipLumis(lumisPerJob, currentLumi)
eventsToRun = eventsPerJob
jobTime = eventsPerJob * timePerEvent
diskRequired = eventsPerJob * sizePerEvent
self.currentJob.addResourceEstimates(jobTime=jobTime,
memory=memoryRequirement,
disk=diskRequired)
if deterministicPileup:
self.currentJob.addBaggageParameter("skipPileupEvents", (self.nJobs - 1) * eventsPerJob)
logging.info("ACDC job created with %s", self.currentJob)
eventsToRun -= eventsPerJob
currentEvent += eventsPerJob
currentLumi += lumisPerJob
totalJobs += 1
return totalJobs