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convert_to_json.py
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#!/usr/bin/python
import os
import re
import json
import time
import classad
import calendar
import logging
import datetime
import zlib
import base64
from htcondor_es.AffiliationManager import (
AffiliationManager,
AffiliationManagerException,
)
string_vals = {
"AutoClusterId",
"AffiliationInstitute",
"AffiliationCountry",
"Processor",
"ChirpCMSSWCPUModels",
"CPUModel",
"CPUModelName",
"ChirpCMSSWCPUModels",
"CMSPrimaryPrimaryDataset",
"CMSPrimaryProcessedDataset",
"CMSPrimaryDataTier",
"CMSSWVersion",
"CMSSWMajorVersion",
"CMSSWReleaseSeries",
"CRAB_JobType",
"CRAB_JobSW",
"CRAB_JobArch",
"CRAB_Id",
"CRAB_ISB",
"CRAB_PostJobStatus",
"CRAB_Workflow",
"CRAB_UserRole",
"CMSGroups",
"CRAB_UserHN",
"CRAB_UserGroup",
"CRAB_TaskWorker",
"CRAB_SiteWhitelist",
"CRAB_SiteBlacklist",
"CRAB_SplitAlgo",
"CRAB_PrimaryDataset",
"Args",
"AccountingGroup",
"Cmd",
"CMS_JobType",
"CMS_WMTool",
"DESIRED_Archs",
"DESIRED_CMSDataLocations",
"DESIRED_CMSDataset",
"DESIRED_Sites",
"ExtDESIRED_Sites",
"FormattedCrabId",
"GlobalJobId",
"GlideinClient",
"GlideinEntryName",
"GlideinFactory",
"GlideinFrontendName",
"GlideinName",
"GLIDECLIENT_Name",
"GLIDEIN_Entry_Name",
"GLIDEIN_Factory",
"GlobusRSL",
"GridJobId",
"LastRemoteHost",
"MachineAttrCMSSubSiteName0",
"MATCH_EXP_JOB_GLIDECLIENT_Name",
"MATCH_EXP_JOB_GLIDEIN_ClusterId",
"MATCH_EXP_JOB_GLIDEIN_CMSSite",
"MATCH_EXP_JOB_GLIDEIN_Entry_Name",
"MATCH_EXP_JOB_GLIDEIN_Factory",
"MATCH_EXP_JOB_GLIDEIN_Name",
"MATCH_EXP_JOB_GLIDEIN_Schedd",
"MATCH_EXP_JOB_GLIDEIN_SEs",
"MATCH_EXP_JOB_GLIDEIN_Site",
"MATCH_EXP_JOB_GLIDEIN_SiteWMS",
"MATCH_EXP_JOB_GLIDEIN_SiteWMS_JobId",
"MATCH_EXP_JOB_GLIDEIN_SiteWMS_Queue",
"MATCH_EXP_JOB_GLIDEIN_SiteWMS_Slot",
"MachineAttrCUDACapability0",
"MachineAttrCUDADeviceName0",
"MachineAttrCUDADriverVersion0",
"Owner",
"Rank",
"RemoteHost",
"REQUIRED_OS",
"ShouldTransferFiles",
"StartdIpAddr",
"StartdPrincipal",
"User",
"WhenToTransferOutput",
"WMAgent_AgentName",
"WMAgent_RequestName",
"WMAgent_SubTaskName",
"x509UserProxyEmail",
"x509UserProxyFirstFQAN",
"x509UserProxyFQAN",
"x509userproxysubject",
"x509UserProxyVOName",
"InputData",
"Original_DESIRED_Sites",
"WMAgent_TaskType",
"NordugridRSL",
"Campaign",
"TaskType",
"DataLocations",
"Workflow",
"Site",
"Tier",
"Country",
"Status",
"Universe",
"ExitReason",
"LastHoldReason",
"RemoveReason",
"DESIRED_Overflow_Region",
"DESIRED_OpSysMajorVers",
"DESIRED_CMSDataset",
"DAGNodeName",
"DAGParentNodeNames",
"OverflowType",
"ScheddName",
}
int_vals = {
"CRAB_Retry",
"BytesRecvd",
"BytesSent",
"ClusterId",
"CommittedSlotTime",
"CumulativeSlotTime",
"CumulativeSuspensionTime",
"CurrentHosts",
"CRAB_JobCount",
"DelegatedProxyExpiration",
"DiskUsage_RAW",
"ExecutableSize_RAW",
"ExitStatus",
"GlobusStatus",
"ImageSize_RAW",
"JobPrio",
"JobRunCount",
"JobStatus",
"JobFailed",
"JobUniverse",
"LastJobStatus",
"LocalSysCpu",
"LocalUserCpu",
"MachineAttrCpus0",
"MachineAttrSlotWeight0",
"MachineAttrCUDAComputeUnits0",
"MachineAttrCUDACoresPerCU0",
"MachineAttrCUDAGlobalMemoryMb0",
"MATCH_EXP_JOB_GLIDEIN_Job_Max_Time",
"MATCH_EXP_JOB_GLIDEIN_MaxMemMBs",
"MATCH_EXP_JOB_GLIDEIN_Max_Walltime",
"MATCH_EXP_JOB_GLIDEIN_Memory",
"MATCH_EXP_JOB_GLIDEIN_ProcId",
"MATCH_EXP_JOB_GLIDEIN_ToDie",
"MATCH_EXP_JOB_GLIDEIN_ToRetire",
"MaxHosts",
"MaxWallTimeMins_RAW",
"MemoryUsage",
"MinHosts",
"NumGlobusSubmits" "NumJobMatches",
"NumJobStarts",
"NumRestarts",
"NumShadowStarts",
"NumSystemHolds",
"PilotRestLifeTimeMins",
"PostJobPrio1",
"PostJobPrio2",
"ProcId",
"RecentBlockReadKbytes",
"RecentBlockReads",
"RecentBlockWriteKbytes",
"RecentBlockWrites",
"RemoteSlotID",
"RemoteSysCpu",
"RemoteUserCpu",
"RemoteWallClockTime",
"RequestCpus",
"RequestDisk_RAW",
"RequestMemory_RAW",
"ResidentSetSize_RAW",
"StatsLifetimeStarter",
"TotalSuspensions",
"TransferInputSizeMB",
"WallClockCheckpoint",
"WMAgent_JobID",
"DesiredSiteCount",
"DataLocationsCount",
}
date_vals = {
"CompletionDate",
"CRAB_TaskCreationDate",
"EnteredCurrentStatus",
"JobCurrentStartDate",
"JobCurrentStartExecutingDate",
"JobCurrentStartTransferOutputDate",
"JobLastStartDate",
"JobStartDate",
"LastMatchTime",
"LastSuspensionTime",
"LastVacateTime_RAW",
"MATCH_GLIDEIN_ToDie",
"MATCH_GLIDEIN_ToRetire",
"QDate",
"ShadowBday",
"StageInFinish",
"StageInStart",
"JobFinishedHookDone",
"LastJobLeaseRenewal",
"LastRemoteStatusUpdate",
"GLIDEIN_ToDie",
"GLIDEIN_ToRetire",
"DataCollectionDate",
"RecordTime",
"ChirpCMSSWLastUpdate",
}
ignore = {
"Arguments",
"CmdHash",
"CRAB_UserDN",
"CRAB_Destination",
"CRAB_DBSURL",
"CRAB_ASOURL",
"CRAB_ASODB",
"CRAB_AdditionalOutputFiles",
"CRAB_EDMOutputFiles",
"CRAB_TFileOutputFiles",
"CRAB_oneEventMode",
"CRAB_NumAutomJobRetries",
"CRAB_localOutputFiles",
"CRAB_ASOTimeout",
"CRAB_OutTempLFNDir",
"CRAB_PublishDBSURL",
"CRAB_PublishGroupName",
"CRAB_RestURInoAPI",
"CRAB_RestHost",
"CRAB_ReqName",
"CRAB_RetryOnASOFailures",
"CRAB_StageoutPolicy",
"SubmitEventNotes",
"DAGManNodesMask",
"DAGManNodesLog",
"DAGManJobId",
"accounting_group",
"AcctGroup",
"AcctGroupUser",
"AllowOpportunistic",
"AutoClusterAttrs",
"BufferBlockSize",
"BufferSize",
"CondorPlatform",
"CondorVersion",
"DiskUsage",
"Err",
"Environment",
"EnvDelim",
"Env",
"ExecutableSize",
"HasPrioCorrection",
"GlideinCredentialIdentifier",
"GlideinLogNr",
"GlideinSecurityClass",
"GlideinSlotsLayout",
"GlideinWebBase",
"GlideinWorkDir",
"ImageSize",
"In",
"Iwd",
"JobAdInformationAttrs",
"job_ad_information_attrs",
"JOB_GLIDECLIENT_Name",
"JOB_GLIDEIN_ClusterId",
"JOB_GLIDEIN_CMSSite",
"JOBGLIDEIN_CMSSite",
"JOB_GLIDEIN_Entry_Name",
"JOB_GLIDEIN_Factory",
"JOB_GLIDEIN_Job_Max_Time",
"JOB_GLIDEIN_MaxMemMBs",
"JOB_GLIDEIN_Max_Walltime",
"JOB_GLIDEIN_Memory",
"JOB_GLIDEIN_Name",
"JOB_GLIDEIN_ProcId",
"JOB_GLIDEIN_Schedd",
"JOB_GLIDEIN_SEs",
"JOB_GLIDEIN_Site",
"JOB_GLIDEIN_SiteWMS",
"JOB_GLIDEIN_SiteWMS_JobId",
"JOB_GLIDEIN_SiteWMS_Queue",
"JOB_GLIDEIN_SiteWMS_Slot",
"JOB_GLIDEIN_ToDie",
"JOB_GLIDEIN_ToRetire",
"JobLeaseDuration",
"JobNotification",
"JOB_Site",
"Managed",
"MATCH_EXP_JOBGLIDEIN_CMSSite",
"MATCH_EXP_JOB_Site",
"MATCH_GLIDECLIENT_Name",
"MATCH_GLIDEIN_ClusterId",
"MATCH_GLIDEIN_CMSSite",
"MATCH_GLIDEIN_Entry_Name",
"MATCH_GLIDEIN_Factory",
"MATCH_GLIDEIN_Job_Max_Time",
"MATCH_GLIDEIN_MaxMemMBs",
"MATCH_GLIDEIN_Max_Walltime",
"MATCH_GLIDEIN_Name",
"MATCH_GLIDEIN_ProcId",
"MATCH_GLIDEIN_Schedd",
"MATCH_GLIDEIN_SEs",
"MATCH_GLIDEIN_Site",
"MATCH_GLIDEIN_SiteWMS",
"MATCH_GLIDEIN_SiteWMS_JobId",
"MATCH_GLIDEIN_SiteWMS_Queue",
"MATCH_GLIDEIN_SiteWMS_Slot",
"MATCH_Memory",
"MyType",
"NiceUser",
"NumCkpts",
"NumCkpts_RAW",
"OnExitHold",
"OnExitRemove",
"OrigMaxHosts",
"Out",
"PeriodicHold",
"PeriodicRelease",
"PeriodicRemove",
"Prev_DESIRED_Sites",
"PublicClaimId",
"RequestDisk",
"RequestMemory",
"ResidentSetSize",
"REQUIRES_LOCAL_DATA",
"RecentBlockReadKbytes",
"RecentBlockReads",
"RecentBlockWriteKbytes",
"RecentBlockWrites",
"RootDir",
"ServerTime",
"SpooledOutputFiles",
"StreamErr",
"StreamOut",
"TargetType",
"TransferIn",
"TransferInput",
"TransferOutput",
"UserLog",
"UserLogUseXML",
"use_x509userproxy",
"x509userproxy",
"x509UserProxyExpiration",
"WantCheckpoint",
"WantRemoteIO",
"WantRemoteSyscalls",
"BlockReadKbytes",
"BlockReads",
"BlockWriteKbytes",
"BlockWrites",
"LocalSysCpu",
"LeaveJobInQueue",
"LocalUserCpu",
"JobMachineAttrs",
"LastRejMatchReason",
"MachineAttrGLIDEIN_CMSSite0",
"CMS_ALLOW_OVERFLOW",
"LastPublicClaimId",
"LastRemotePool",
"Used_Gatekeeper",
"DESIRED_OpSyses",
}
no_idx = {
"CRAB_OutLFNDir",
"Args",
"Cmd",
"BytesRecvd",
"CoreSize",
"DelegatedProxyExpiration",
"Environment",
"RecentBlockReadKbytes",
"RecentBlockReads",
"RecentBlockWriteKbytes",
"RecentBlockWrites",
"RecentStatsLifetimeStarter",
"CurrentHosts",
"MachineAttrCpus0",
"MachineAttrSlotWeight0",
"LocalSysCpu",
"LocalUserCpu",
"MaxHosts",
"MinHosts",
"StartdIpAddr",
"StartdPrincipal",
"LastRemoteHost",
}
no_analysis = {
"CRAB_PublishName",
"CRAB_PublishGroupName",
"CondorPlatform",
"CondorVersion",
"CurrentHosts",
"DESIRED_Archs",
"ShouldTransferFiles",
"TotalSuspensions",
"REQUIRED_OS",
"ShouldTransferFiles",
"WhenToTransferOutput",
"DAGParentNodeNames",
}
bool_vals = {
"CurrentStatusUnknown",
"CRAB_Publish",
"CRAB_SaveLogsFlag",
"CRAB_TransferOutputs",
"GlobusResubmit",
"TransferQueued",
"TransferringInput",
"HasSingularity",
"NiceUser",
"ExitBySignal",
"CMSSWDone",
"HasBeenRouted",
"HasBeenOverflowRouted",
"HasBeenTimingTuned",
"MachineAttrCUDAECCEnabled0",
}
# Fields to be kept in docs concerning running jobs
running_fields = {
"AccountingGroup",
"AutoClusterId",
"AffiliationInstitute",
"AffiliationCountry",
"BenchmarkJobDB12",
"Campaign",
"CMS_CampaignType",
"CMS_JobType",
"CMS_JobRetryCount",
"CMS_Pool",
"CMSGroups",
"CMSPrimaryDataTier",
"CMSSWKLumis",
"CMSSWWallHrs",
"CMSSWVersion",
"CMSSWMajorVersion",
"CMSSWReleaseSeries",
"CommittedCoreHr",
"CommittedTime",
"CoreHr",
"Country",
"CpuBadput",
"CpuEff",
"CpuEffOutlier",
"CpuEventRate",
"CpuTimeHr",
"CpuTimePerEvent",
"CRAB_AsyncDest",
"CRAB_DataBlock",
"CRAB_Id",
"CRAB_JobCount",
"CRAB_PostJobStatus",
"CRAB_Retry",
"CRAB_TaskCreationDate",
"CRAB_UserHN",
"CRAB_Workflow",
"CRAB_SplitAlgo",
"CMS_SubmissionTool",
"CMS_WMTool",
# "DataLocations",
"DESIRED_CMSDataset",
# "DESIRED_Sites",
"EnteredCurrentStatus",
"EventRate",
"FormattedCrabId",
"GlobalJobId",
"GLIDECLIENT_Name",
"GLIDEIN_ClusterId",
"GLIDEIN_Entry_Name",
"GLIDEIN_Factory",
"GLIDEIN_ProcId",
"HasSingularity",
"InputData",
"InputGB",
"JobPrio",
"JobCurrentStartDate",
"JobLastStartDate",
"JobUniverse",
"KEvents",
"MachineAttrCMSSF_ResourceType0",
"MachineAttrCMSSubSiteName0",
"MachineAttrGLIDEIN_OVERLOAD_ENABLED0",
"MaxWallTimeMins",
"MegaEvents",
"MemoryMB",
"OutputGB",
"QueueHrs",
"QDate",
"ReadTimeMins",
"RecordTime",
"RemoteHost",
"RequestCpus",
"RequestMemory",
"RequestMemory_Eval",
"ScheddName",
"Site",
"Status",
"TaskType",
"Tier",
"TimePerEvent",
"Type",
"WallClockHr",
"WMAgent_JobID",
"WMAgent_RequestName",
"WMAgent_SubTaskName",
"Workflow",
"DESIRED_Sites",
"DESIRED_SITES_Diff",
"DESIRED_SITES_Orig",
"EstimatedWallTimeMins",
"EstimatedWallTimeJobCount",
"PilotRestLifeTimeMins",
"LastRouted",
"LastTimingTuned",
"LPCRouted",
"MemoryUsage",
"PeriodicHoldReason",
"RouteType",
"HasBeenOverflowRouted",
"HasBeenRouted",
"HasBeenTimingTuned",
}
status = {
0: "Unexpanded",
1: "Idle",
2: "Running",
3: "Removed",
4: "Completed",
5: "Held",
6: "Error",
}
universe = {
1: "Standard",
2: "Pipe",
3: "Linda",
4: "PVM",
5: "Vanilla",
6: "PVMD",
7: "Scheduler",
8: "MPI",
9: "Grid",
10: "Java",
11: "Parallel",
12: "Local",
}
postjob_status_decode = {
"NOT RUN": "postProc",
"TRANSFERRING": "transferring",
"COOLOFF": "toRetry",
"FAILED": "failed",
"FINISHED": "finished",
}
_launch_time = int(time.time())
# Initialize aff_mgr
aff_mgr = None
try:
aff_mgr = AffiliationManager(
recreate=False,
dir_file=os.getenv(
"AFFILIATION_DIR_LOCATION",
AffiliationManager._AffiliationManager__DEFAULT_DIR_PATH,
),
)
except AffiliationManagerException as e:
# If its not possible to create the affiliation manager
# Log it
logging.error("There were an error creating the affiliation manager, %s", e)
# Continue execution without affiliation.
def make_list_from_string_field(ad, key, split_re=r"[\s,]+\s*", default=None):
default = default or ["UNKNOWN"]
try:
return re.split(split_re, ad[key])
except (TypeError, KeyError):
return default
def get_creation_time_from_taskname(ad):
"""
returns the task creation date as a timestamp given the task name.
CRAB task names includes the creation time in format %y%m%d_%H%M%S:
190309_085131:adeiorio_crab_80xV2_ST_t-channel_top_4f_scaleup_inclusiveDecays_13TeV-powhegV2-madspin-pythia8
"""
try:
_str_date = ad["CRAB_Workflow"].split(":")[0]
_naive_date = datetime.datetime.strptime(_str_date, "%y%m%d_%H%M%S")
return int(calendar.timegm(_naive_date.timetuple()))
except (KeyError, TypeError, ValueError):
# fallback to recordtime if there is not a CRAB_Workflow value
# or if it hasn't the expected format.
return recordTime(ad)
_cream_re = re.compile(r"CPUNumber = (\d+)")
_nordugrid_re = re.compile(r"\(count=(\d+)\)")
_camp_re = re.compile(r"[A-Za-z0-9_]+_[A-Z0-9]+-([A-Za-z0-9]+)-")
_prep_re = re.compile(r"[A-Za-z0-9_]+_([A-Z]+-([A-Za-z0-9]+)-[0-9]+)")
_rval_re = re.compile(r"[A-Za-z0-9]+_(RVCMSSW_[0-9]+_[0-9]+_[0-9]+)")
_prep_prompt_re = re.compile(r"(PromptReco|Repack|Express)_[A-Za-z0-9]+_([A-Za-z0-9]+)")
# Executable error messages in WMCore
_wmcore_exe_exmsg = re.compile(r"^Chirp_WMCore_[A-Za-z0-9]+_Exception_Message$")
# 2016 reRECO; of the form cerminar_Run2016B-v2-JetHT-23Sep2016_8020_160923_164036_4747
_rereco_re = re.compile(r"[A-Za-z0-9_]+_Run20[A-Za-z0-9-_]+-([A-Za-z0-9]+)")
_generic_site = re.compile(r"^[A-Za-z0-9]+_[A-Za-z0-9]+_(.*)_")
_cms_site = re.compile(r"CMS[A-Za-z]*_(.*)_")
_cmssw_version = re.compile(r"CMSSW_((\d*)_(\d*)_.*)")
def convert_to_json(
ad, cms=True, return_dict=False, reduce_data=False, pool_name="Unknown"
):
if ad.get("TaskType") == "ROOT":
return None
result = {}
result["RecordTime"] = recordTime(ad)
result["DataCollection"] = ad.get("CompletionDate", 0) or _launch_time
result["DataCollectionDate"] = result["RecordTime"]
result["ScheddName"] = ad.get("GlobalJobId", "UNKNOWN").split("#")[0]
result["CMS_Pool"] = pool_name
# Determine type
if cms:
result["Type"] = ad.get("CMS_Type", "unknown").lower()
analysis = isAnalysisJob(ad)
if "CRAB_Id" in ad:
result["FormattedCrabId"] = get_formatted_CRAB_Id(ad.get("CRAB_Id"))
if cms:
ad.setdefault(
"MATCH_EXP_JOB_GLIDEIN_CMSSite",
ad.get("MATCH_EXP_JOBGLIDEIN_CMSSite",
ad.get("MATCH_GLIDEIN_CMSSite",
ad.get("MachineAttrGLIDEIN_CMSSite0",
ad.get("MachineAttrCMSProcessingSiteName0", "Unknown")))),
)
bulk_convert_ad_data(ad, result)
# Classify failed jobs
result["JobFailed"] = jobFailed(ad)
result["ErrorType"] = errorType(ad)
result["ErrorClass"] = errorClass(result)
result["ExitCode"] = commonExitCode(ad)
if "ExitCode" in ad:
result["CondorExitCode"] = ad["ExitCode"]
if cms:
result["task"] = ad.get("WMAgent_SubTaskName") # add "task" field to unify with WMArchive
result["CMS_JobType"] = str(
ad.get("CMS_JobType", "Analysis" if analysis else "Unknown")
)
result["CRAB_AsyncDest"] = str(ad.get("CRAB_AsyncDest", "Unknown"))
result["WMAgent_TaskType"] = ad.get("WMAgent_SubTaskName", "/UNKNOWN").rsplit(
"/", 1
)[-1]
result["CMS_CampaignType"] = guess_campaign_type(ad, analysis)
result["Campaign"] = guessCampaign(ad, analysis, result["CMS_CampaignType"])
task_type = result.get("CMS_extendedJobType")
if task_type == "UNKNOWN" or task_type is None:
task_type = result.get(
"CMS_TaskType", result["CMS_JobType"] if analysis else guessTaskType(ad)
)
result["TaskType"] = task_type
result["Workflow"] = guessWorkflow(ad, analysis)
now = time.time()
if ad.get("JobStatus") == 2 and (ad.get("EnteredCurrentStatus", now + 1) < now):
ad["RemoteWallClockTime"] = int(now - ad["EnteredCurrentStatus"])
ad["CommittedTime"] = ad["RemoteWallClockTime"]
result["WallClockHr"] = ad.get("RemoteWallClockTime", 0) / 3600.0
result["PilotRestLifeTimeMins"] = -1
if analysis and ad.get("JobStatus") == 2 and "LastMatchTime" in ad:
try:
result["PilotRestLifeTimeMins"] = int(
(ad["MATCH_GLIDEIN_ToDie"] - ad["EnteredCurrentStatus"]) / 60
)
except (KeyError, ValueError, TypeError):
result["PilotRestLifeTimeMins"] = -72 * 60
result["HasBeenTimingTuned"] = ad.get("HasBeenTimingTuned", False)
if "RequestCpus" not in ad:
m = _cream_re.search(ad.get("CreamAttributes", ""))
m2 = _nordugrid_re.search(ad.get("NordugridRSL"))
if m:
try:
ad["RequestCpus"] = int(m.groups()[0])
except:
pass
elif m2:
try:
ad["RequestCpus"] = int(m2.groups()[0])
except:
pass
elif "xcount" in ad:
ad["RequestCpus"] = ad["xcount"]
ad.setdefault("RequestCpus", 1)
try:
ad["RequestCpus"] = int(ad.eval("RequestCpus"))
except:
ad["RequestCpus"] = 1.0
result["RequestCpus"] = ad["RequestCpus"]
result["CoreHr"] = (
ad.get("RequestCpus", 1.0) * int(ad.get("RemoteWallClockTime", 0)) / 3600.0
)
result["CommittedCoreHr"] = (
ad.get("RequestCpus", 1.0) * ad.get("CommittedTime", 0) / 3600.0
)
result["CommittedWallClockHr"] = ad.get("CommittedTime", 0) / 3600.0
result["CpuTimeHr"] = (
ad.get("RemoteSysCpu", 0) + ad.get("RemoteUserCpu", 0)
) / 3600.0
result["DiskUsageGB"] = ad.get("DiskUsage_RAW", 0) / 1000000.0
result["MemoryMB"] = ad.get("ResidentSetSize_RAW", 0) / 1024.0
result["DataLocations"] = make_list_from_string_field(
ad, "DESIRED_CMSDataLocations"
)
result["DESIRED_Sites"] = make_list_from_string_field(ad, "DESIRED_Sites")
result["Original_DESIRED_Sites"] = make_list_from_string_field(
ad, "ExtDESIRED_Sites"
)
result["DesiredSiteCount"] = len(result["DESIRED_Sites"])
result["DataLocationsCount"] = len(result["DataLocations"])
result["CRAB_TaskCreationDate"] = get_creation_time_from_taskname(ad)
result["CMSPrimaryPrimaryDataset"] = "Unknown"
result["CMSPrimaryProcessedDataset"] = "Unknown"
result["CMSPrimaryDataTier"] = "Unknown"
if "DESIRED_CMSDataset" in result:
info = str(result["DESIRED_CMSDataset"]).split("/")
if len(info) > 3:
result["CMSPrimaryPrimaryDataset"] = info[1]
result["CMSPrimaryProcessedDataset"] = info[2]
result["CMSPrimaryDataTier"] = info[-1]
if cms and analysis:
result["OutputFiles"] = (
len(ad.get("CRAB_AdditionalOutputFiles", []))
+ len(ad.get("CRAB_TFileOutputFiles", []))
+ len(ad.get("CRAB_EDMOutputFiles", []))
+ ad.get("CRAB_SaveLogsFlag", 0)
)
if "x509UserProxyFQAN" in ad:
result["x509UserProxyFQAN"] = str(ad["x509UserProxyFQAN"]).split(",")
if "x509UserProxyVOName" in ad:
result["VO"] = str(ad["x509UserProxyVOName"])
if cms:
result["CMSGroups"] = make_list_from_string_field(ad, "CMSGroups")
result["Site"] = ad.get("MATCH_EXP_JOB_GLIDEIN_CMSSite", "UNKNOWN")
if result["Site"].endswith("_Disk"):
result["Site"] = result["Site"].strip("_Disk")
elif ("GlideinEntryName" in ad) and ("MATCH_EXP_JOBGLIDEIN_ResourceName" not in ad):
m = _generic_site.match(ad["GlideinEntryName"])
m2 = _cms_site.match(ad["GlideinEntryName"])
if m2:
result["Site"] = m2.groups()[0]
info = result["Site"].split("_", 2)
if len(info) == 3:
result["Tier"] = info[0]
result["Country"] = info[1]
else:
result["Tier"] = "Unknown"
result["Country"] = "Unknown"
elif m:
result["Site"] = m.groups()[0]
else:
result["Site"] = "UNKNOWN"
else:
result["Site"] = ad.get("MATCH_EXP_JOBGLIDEIN_ResourceName", "UNKNOWN")
if cms:
info = result["Site"].split("_", 2)
if len(info) == 3:
result["Tier"] = info[0]
result["Country"] = info[1]
else:
result["Tier"] = "Unknown"
result["Country"] = "Unknown"
if "Site" not in result or "DESIRED_Sites" not in result:
result["InputData"] = "Unknown"
elif ("DESIRED_CMSDataLocations" not in result) or (
result["DESIRED_CMSDataLocations"] is None
): # CRAB2 case.
result["InputData"] = "Onsite"
elif result["Site"] in result["DESIRED_CMSDataLocations"]:
result["InputData"] = "Onsite"
elif (result["Site"] != "UNKNOWN") and (ad.get("JobStatus") != 1):
result["InputData"] = "Offsite"
if analysis:
if result["Site"] not in result["DESIRED_Sites"]:
result["OverflowType"] = "FrontendOverflow"
else:
result["OverflowType"] = "IgnoreLocality"
else:
result["OverflowType"] = "Unified"
if result["WallClockHr"] == 0:
result["CpuEff"] = 0
else:
result["CpuEff"] = (
100
* result["CpuTimeHr"]
/ result["WallClockHr"]
/ float(ad.get("RequestCpus", 1.0))
)
result["Status"] = status.get(ad.get("JobStatus"), "Unknown")
result["Universe"] = universe.get(ad.get("JobUniverse"), "Unknown")
result["QueueHrs"] = (
ad.get("JobCurrentStartDate", time.time()) - ad["QDate"]
) / 3600.0
result["Badput"] = max(result["CoreHr"] - result["CommittedCoreHr"], 0.0)
result["CpuBadput"] = max(result["CoreHr"] - result["CpuTimeHr"], 0.0)
handle_chirp_info(ad, result)
# Parse CRAB3 information on CMSSW version
result["CMSSWVersion"] = "Unknown"
result["CMSSWMajorVersion"] = "Unknown"
result["CMSSWReleaseSeries"] = "Unknown"
if "CRAB_JobSW" in result:
match = _cmssw_version.match(result["CRAB_JobSW"])
if match:
result["CMSSWVersion"] = match.group(1)
subv, ssubv = int(match.group(2)), int(match.group(3))
result["CMSSWMajorVersion"] = "%d_X_X" % subv
result["CMSSWReleaseSeries"] = "%d_%d_X" % (subv, ssubv)
# Parse new machine statistics.
try:
cpus = float(result["GLIDEIN_Cpus"])
result["BenchmarkJobHS06"] = float(ad["MachineAttrMJF_JOB_HS06_JOB0"]) / cpus
if result.get("EventRate", 0) > 0:
result["HS06EventRate"] = result["EventRate"] / result["BenchmarkJobHS06"]
if result.get("CpuEventRate", 0) > 0:
result["HS06CpuEventRate"] = (
result["CpuEventRate"] / result["BenchmarkJobHS06"]
)
if result.get("CpuTimePerEvent", 0) > 0:
result["HS06CpuTimePerEvent"] = (
result["CpuTimePerEvent"] * result["BenchmarkJobHS06"]
)
if result.get("TimePerEvent", 0) > 0:
result["HS06TimePerEvent"] = (
result["TimePerEvent"] * result["BenchmarkJobHS06"]
)
result["HS06CoreHr"] = result["CoreHr"] * result["BenchmarkJobHS06"]
result["HS06CommittedCoreHr"] = (
result["CommittedCoreHr"] * result["BenchmarkJobHS06"]
)
result["HS06CpuTimeHr"] = result["CpuTimeHr"] * result["BenchmarkJobHS06"]
except:
result.pop("MachineAttrMJF_JOB_HS06_JOB0", None)
if ("MachineAttrDIRACBenchmark0" in ad) and classad.ExprTree(
"MachineAttrDIRACBenchmark0 isnt undefined"
).eval(ad):
result["BenchmarkJobDB12"] = float(ad["MachineAttrDIRACBenchmark0"])
if result.get("EventRate", 0) > 0:
result["DB12EventRate"] = result["EventRate"] / result["BenchmarkJobDB12"]
if result.get("CpuEventRate", 0) > 0:
result["DB12CpuEventRate"] = (
result["CpuEventRate"] / result["BenchmarkJobDB12"]
)
if result.get("CpuTimePerEvent", 0) > 0:
result["DB12CpuTimePerEvent"] = (
result["CpuTimePerEvent"] * result["BenchmarkJobDB12"]
)
if result.get("TimePerEvent", 0) > 0:
result["DB12TimePerEvent"] = (
result["TimePerEvent"] * result["BenchmarkJobDB12"]
)
result["DB12CoreHr"] = result["CoreHr"] * result["BenchmarkJobDB12"]
result["DB12CommittedCoreHr"] = (
result["CommittedCoreHr"] * result["BenchmarkJobDB12"]
)
result["DB12CpuTimeHr"] = result["CpuTimeHr"] * result["BenchmarkJobDB12"]
result["HasSingularity"] = classad.ExprTree(
"MachineAttrHAS_SINGULARITY0 is true"
).eval(ad)
if "ChirpCMSSWCPUModels" in ad and not isinstance(
ad["ChirpCMSSWCPUModels"], classad.ExprTree
):
result["CPUModel"] = str(ad["ChirpCMSSWCPUModels"])
result["CPUModelName"] = str(ad["ChirpCMSSWCPUModels"])
result["Processor"] = str(ad["ChirpCMSSWCPUModels"])
elif "MachineAttrCPUModel0" in ad:
result["CPUModel"] = str(ad["MachineAttrCPUModel0"])
result["CPUModelName"] = str(ad["MachineAttrCPUModel0"])
result["Processor"] = str(ad["MachineAttrCPUModel0"])
# Affiliation data:
if aff_mgr:
_aff = None
if "CRAB_UserHN" in result:
_aff = aff_mgr.getAffiliation(login=result["CRAB_UserHN"])
elif "x509userproxysubject" in result:
_aff = aff_mgr.getAffiliation(dn=result["x509userproxysubject"])
if _aff is not None:
result["AffiliationInstitute"] = _aff["institute"]
result["AffiliationCountry"] = _aff["country"]
# We will use the CRAB_PostJobStatus as the actual status.
# If is an analysis task and is not completed
# (or removed if the postjob status is not "NOT RUN"),
# its status is defined by Status, else it will be defined by
# CRAB_PostJobStatus.
#
# We will use the postjob_status_decode dict to decode
# the status. If there is an unknown value it will set to it.
# Note: if the completed task has not a committed time
# or completion date, we will set it using RemoteWallClockTime
# and EnteredCurrentStatus.
_pjst = result.get("CRAB_PostJobStatus", None)
# Sometimes there are some inconsistences in the value from CRAB
# to avoid this we can remove the spaces and make it uppercase.
_pjst = _pjst.strip().upper() if _pjst else None
_status = result["Status"]
if _pjst and (
(_status == "Removed" and _pjst != "NOT RUN") or (_status == "Completed")
):
result["CRAB_PostJobStatus"] = postjob_status_decode.get(_pjst, _pjst)
if "CompletionDate" not in result:
result["CompletionDate"] = result.get("EnteredCurrentStatus")
if "CommittedTime" not in result or result.get("CommittedTime", 0) == 0:
result["CommittedTime"] = result.get("RemoteWallClockTime")
elif "CRAB_Id" in result: # If is an analysis or HC test task.
result["CRAB_PostJobStatus"] = _status
# Normalize wmtool value, this is a temporary change
# Not to be merged (The value was fixed upstream,
# this change is only needed while old tasks
# are still being processed
_wmtool = result.get(
"CMS_WMTool",
"UNKNOWN"
if result.get("CMS_SubmissionTool") != "InstitutionalSchedd"
else "User",
)
result["CMS_WMTool"] = "User" if _wmtool.lower() == "user" else _wmtool
if reduce_data:
result = drop_fields_for_running_jobs(result)
# Set outliers
result = set_outliers(result)
if return_dict:
return result
else:
return json.dumps(result)
def set_outliers(result):
"""Filter and set appropriate flags for outliers"""
if ("CpuEff" in result) and (result["CpuEff"] >= 100.0):
result["CpuEffOutlier"] = 1
else:
result["CpuEffOutlier"] = 0
return result
def recordTime(ad):
"""
RecordTime falls back to launch time as last-resort and for jobs in the queue
For Completed/Removed/Error jobs, try to update it:
- to CompletionDate if present (only available for completed jobs)
- else to JobFinishedHookDone if present (available for all completed and removed jobs)
- else fall back to launch time
"""
if ad["JobStatus"] in [3, 4, 6]:
if ad.get("CompletionDate", 0):