74 def makeAlgs (self, config) :
75
76 sysService = config.createService( 'CP::SystematicsSvc', 'SystematicsSvc' )
77
78 if self.runSystematics is False :
79 runSystematics = self.runSystematics
80 elif config.noSystematics() is not None :
81
82
83 self.runSystematics = not config.noSystematics()
84 runSystematics = self.runSystematics
85 else :
86 runSystematics = True
87
88 if runSystematics :
89 sysService.sigmaRecommended = 1
90 if config.dataType() is DataType.Data:
91
92 self.onlySystematicsCategories = ['JER']
93 if self.onlySystematicsCategories is not None:
94
95 requested_categories = []
96 for category_str in self.onlySystematicsCategories:
97 try:
98 category_enum = SystematicsCategories[category_str.upper()]
99 requested_categories += category_enum.value
100 except KeyError:
101 raise ValueError(f"Invalid systematics category passed to option 'onlySystematicsCategories': {category_str}. Must be one of {', '.join(category.name for category in SystematicsCategories)}")
102
103 if len(requested_categories):
104 sysService.systematicsRegex = "^(?=.*(" + "|".join(requested_categories) + ")|$).*"
105 if self.filterSystematics is not None:
106 sysService.systematicsRegex = self.filterSystematics
107 config.createService( 'CP::SelectionNameSvc', 'SelectionNameSvc')
108
109 if self.systematicsHistogram is not None:
110
111 allSysDumper = config.createAlgorithm( 'CP::SysListDumperAlg', 'SystematicsPrinter' )
112 allSysDumper.histogramName = self.systematicsHistogram
113 allSysDumper.RootStreamName = self.streamName
114
115 if self.separateWeightSystematics:
116
117 weightSysDumper = config.createAlgorithm( 'CP::SysListDumperAlg', 'OnlyWeightSystematicsPrinter' )
118 weightSysDumper.histogramName = f"{self.systematicsHistogram}OnlyWeights"
119 weightSysDumper.systematicsRegex = "^(GEN_|EL_EFF_|MUON_EFF_|PH_EFF_|TAUS_TRUEHADTAU_EFF_|FT_EFF_|extrapolation_pt_|JET_.*JvtEfficiency_|PRW_).*"
120
121 if self.metadataHistogram is not None:
122
123 if not config.flags:
124 raise ValueError ("Writing out the metadata histogram requires to pass config flags")
125 metadataHistAlg = config.createAlgorithm( 'CP::MetadataHistAlg', 'MetadataHistAlg' )
126 metadataHistAlg.histogramName = self.metadataHistogram
127 metadataHistAlg.dataType = str(config.dataType().value)
128 metadataHistAlg.campaign = str(config.dataYear()) if config.dataType() is DataType.Data else str(config.campaign().value)
129 metadataHistAlg.mcChannelNumber = str(config.dsid())
130 if config.dataType() is DataType.Data:
131 etag = "unavailable"
132 else:
133 from AthenaConfiguration.AutoConfigFlags import GetFileMD
134 metadata = GetFileMD(config.flags.Input.Files)
135 amiTags = metadata.get("AMITag", "not found!")
136 etag = str(amiTags.split("_")[0])
137 metadataHistAlg.etag = etag
138
139 if self.enableExpertMode and config._pass == 0:
140
141 warnings.simplefilter('ignore', ExpertModeWarning)
142
143 log = logging.getLogger('CommonServices')
144 bold = "\033[1m"
145 red = "\033[91m"
146 yellow = "\033[93m"
147 reset = "\033[0m"
148 log.warning(red +r"""
149 ________ _______ ______ _____ _______ __ __ ____ _____ ______ ______ _ _ ____ _ ______ _____
150 | ____\ \ / / __ \| ____| __ \__ __| | \/ |/ __ \| __ \| ____| | ____| \ | | /\ | _ \| | | ____| __ \
151 | |__ \ V /| |__) | |__ | |__) | | | | \ / | | | | | | | |__ | |__ | \| | / \ | |_) | | | |__ | | | |
152 | __| > < | ___/| __| | _ / | | | |\/| | | | | | | | __| | __| | . ` | / /\ \ | _ <| | | __| | | | |
153 | |____ / . \| | | |____| | \ \ | | | | | | |__| | |__| | |____ | |____| |\ |/ ____ \| |_) | |____| |____| |__| |
154 |______/_/ \_\_| |______|_| \_\ |_| |_| |_|\____/|_____/|______| |______|_| \_/_/ \_\____/|______|______|_____/
155
156"""
157 +reset)
158 log.warning(f"{bold}{yellow}These settings are not recommended for analysis. Make sure you know what you're doing, or disable them with `enableExpertMode: False` in `CommonServices`.{reset}")
159
160
161
162@groupBlocks
1.14.0