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Cedric Verstege
ZJet Analysis
Commits
76c7f87b
Commit
76c7f87b
authored
2 months ago
by
Cedric Verstege
Browse files
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Add LHE weights for samples
parent
41e9995f
Branches
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2 changed files
analysis/framework/dataset_map.py
+89
-0
89 additions, 0 deletions
analysis/framework/dataset_map.py
analysis/tasks/Excalibur/CreateExcaliburMCConfig.py
+11
-25
11 additions, 25 deletions
analysis/tasks/Excalibur/CreateExcaliburMCConfig.py
with
100 additions
and
25 deletions
analysis/framework/dataset_map.py
+
89
−
0
View file @
76c7f87b
...
...
@@ -444,28 +444,49 @@ dataset_map = {
},
}
scale_weights
=
[
str
(
id
)
for
id
in
range
(
1001
,
1010
)]
scale_weights_MLM
=
[
str
(
id
)
for
id
in
range
(
1001
,
1046
)]
# only take LHAPDFID 30600 into account
pdf_weights_MLM
=
[
str
(
id
)
for
id
in
range
(
1252
,
1252
+
103
)]
pdf_weights_aMC
=
[
str
(
id
)
for
id
in
range
(
1214
,
1214
+
103
)]
pdf_weights_madspin_4f
=
[
str
(
id
)
for
id
in
range
(
1500
,
1500
+
103
)]
pdf_weights_POWHEG
=
[
str
(
id
)
for
id
in
range
(
2000
,
2000
+
103
)]
ps_weights
=
[
"
nominal
"
,
"
isrDefup
"
,
"
isrDefdown
"
,
"
fsrDefup
"
,
"
fsrDefdown
"
]
cross_sections
=
{
# https://twiki.cern.ch/twiki/bin/viewauth/CMS/StandardModelCrossSectionsat13TeV
"
DYJetsToLL
"
:
{
"
cross_section
"
:
6077.22
,
# +-1.49 (integration) +- 14.78 (pdf) +- 2% (scale)
"
cross_section_up
"
:
6199.67
,
"
cross_section_down
"
:
5954.77
,
"
scale_weights
"
:
scale_weights
,
"
pdf_weights
"
:
pdf_weights_aMC
,
"
ps_weights
"
:
ps_weights
,
},
# fractions are the part of the total generator xsec of all x-Jet samples
"
DYJetsToLL_0J
"
:
{
"
cross_section
"
:
6077.22
*
0.797417146413568
,
"
cross_section_up
"
:
6199.67
*
0.797417146413568
,
"
cross_section_down
"
:
5954.77
*
0.797417146413568
,
"
scale_weights
"
:
scale_weights
,
"
pdf_weights
"
:
pdf_weights_aMC
,
"
ps_weights
"
:
ps_weights
,
},
"
DYJetsToLL_1J
"
:
{
"
cross_section
"
:
6077.22
*
0.148374046989264
,
"
cross_section_up
"
:
6199.67
*
0.148374046989264
,
"
cross_section_down
"
:
5954.77
*
0.148374046989264
,
"
scale_weights
"
:
scale_weights
,
"
pdf_weights
"
:
pdf_weights_aMC
,
"
ps_weights
"
:
ps_weights
,
},
"
DYJetsToLL_2J
"
:
{
"
cross_section
"
:
6077.22
*
0.0555935895441108
,
"
cross_section_up
"
:
6199.67
*
0.0555935895441108
,
"
cross_section_down
"
:
5954.77
*
0.0555935895441108
,
"
scale_weights
"
:
scale_weights
,
"
pdf_weights
"
:
pdf_weights_aMC
,
"
ps_weights
"
:
ps_weights
,
},
# Bug in PtZ binned sample caused exclusion of ~70% of total xsec
# Z bosons with pT=0 (LO, no recoil at ME level) are removed.
...
...
@@ -474,47 +495,82 @@ cross_sections = {
"
cross_section
"
:
6077.22
*
0.231834448420725
,
"
cross_section_up
"
:
6199.67
*
0.231834448420725
,
"
cross_section_down
"
:
5954.77
*
0.231834448420725
,
"
scale_weights
"
:
scale_weights
,
"
pdf_weights
"
:
pdf_weights_aMC
,
"
ps_weights
"
:
ps_weights
,
},
"
DYJetsToLL_PtZ_50To100
"
:
{
"
cross_section
"
:
6077.22
*
0.0620196047922826
,
"
cross_section_up
"
:
6199.67
*
0.0620196047922826
,
"
cross_section_down
"
:
5954.77
*
0.0620196047922826
,
"
scale_weights
"
:
scale_weights
,
"
pdf_weights
"
:
pdf_weights_aMC
,
"
ps_weights
"
:
ps_weights
,
},
"
DYJetsToLL_PtZ_100To250
"
:
{
"
cross_section
"
:
6077.22
*
0.0149712151859343
,
"
cross_section_up
"
:
6199.67
*
0.0149712151859343
,
"
cross_section_down
"
:
5954.77
*
0.0149712151859343
,
"
scale_weights
"
:
scale_weights
,
"
pdf_weights
"
:
pdf_weights_aMC
,
"
ps_weights
"
:
ps_weights
,
},
"
DYJetsToLL_PtZ_250To400
"
:
{
"
cross_section
"
:
6077.22
*
0.000579586121051813
,
"
cross_section_up
"
:
6199.67
*
0.000579586121051813
,
"
cross_section_down
"
:
5954.77
*
0.000579586121051813
,
"
scale_weights
"
:
scale_weights
,
"
pdf_weights
"
:
pdf_weights_aMC
,
"
ps_weights
"
:
ps_weights
,
},
"
DYJetsToLL_PtZ_400To650
"
:
{
"
cross_section
"
:
6077.22
*
7.84191691302318e-05
,
"
cross_section_up
"
:
6199.67
*
7.84191691302318e-05
,
"
cross_section_down
"
:
5954.77
*
7.84191691302318e-05
,
"
scale_weights
"
:
scale_weights
,
"
pdf_weights
"
:
pdf_weights_aMC
,
"
ps_weights
"
:
ps_weights
,
},
"
DYJetsToLL_PtZ_650ToInf
"
:
{
"
cross_section
"
:
6077.22
*
7.3844717597635e-06
,
"
cross_section_up
"
:
6199.67
*
7.3844717597635e-06
,
"
cross_section_down
"
:
5954.77
*
7.3844717597635e-06
,
"
scale_weights
"
:
scale_weights
,
"
pdf_weights
"
:
pdf_weights_aMC
,
"
ps_weights
"
:
ps_weights
,
},
"
DYJetsToLL_MLM
"
:
{
"
cross_section
"
:
6077.22
,
# +-1.49 (integration) +- 14.78 (pdf) +- 2% (scale)
"
cross_section_up
"
:
6199.67
,
"
cross_section_down
"
:
5954.77
,
"
scale_weights
"
:
scale_weights_MLM
,
"
pdf_weights
"
:
pdf_weights_MLM
,
"
ps_weights
"
:
ps_weights
,
},
"
DYJetsToLL_herwig
"
:
{
"
cross_section
"
:
6077.22
,
# +-1.49 (integration) +- 14.78 (pdf) +- 2% (scale)
"
cross_section_up
"
:
6199.67
,
"
cross_section_down
"
:
5954.77
,
"
scale_weights
"
:
scale_weights_MLM
,
"
pdf_weights
"
:
pdf_weights_MLM
,
"
ps_weights
"
:
[],
},
"
DYJetsToLL_M-10to50
"
:
{
"
cross_section
"
:
15810.0
,
# from xsdb
"
cross_section_up
"
:
15815.764
,
"
cross_section_down
"
:
15804.236
,
"
scale_weights
"
:
scale_weights
,
"
pdf_weights
"
:
pdf_weights_aMC
,
"
ps_weights
"
:
ps_weights
,
},
# https://twiki.cern.ch/twiki/bin/viewauth/CMS/StandardModelCrossSectionsat13TeV
"
WW
"
:
{
"
cross_section
"
:
118.7
,
# +2.5%-2.2%
"
cross_section_up
"
:
121.7
,
"
cross_section_down
"
:
116.1
,
"
scale_weights
"
:
[],
"
pdf_weights
"
:
[],
"
ps_weights
"
:
ps_weights
,
},
# TTbar https://twiki.cern.ch/twiki/bin/view/LHCPhysics/TtbarNNLO
# mtop=172.5GeV NNLO inclusive value= 831.76. BR(W->lnu)=3*0.1086
...
...
@@ -523,6 +579,9 @@ cross_sections = {
"
cross_section
"
:
88.29
,
# +4.8%-6.1%
"
cross_section_up
"
:
92.53
,
"
cross_section_down
"
:
82.90
,
"
scale_weights
"
:
scale_weights
,
"
pdf_weights
"
:
pdf_weights_POWHEG
,
"
ps_weights
"
:
ps_weights
,
},
# Single Top xsecs from https://twiki.cern.ch/twiki/bin/view/LHCPhysics/SingleTopRefXsec
# and https://twiki.cern.ch/twiki/bin/view/LHCPhysics/SingleTopNNLORef
...
...
@@ -530,32 +589,50 @@ cross_sections = {
"
cross_section
"
:
145.0
,
# +2.8 -1.9
"
cross_section_up
"
:
147.8
,
"
cross_section_down
"
:
143.1
,
"
scale_weights
"
:
scale_weights
,
"
pdf_weights
"
:
pdf_weights_madspin_4f
,
"
ps_weights
"
:
ps_weights
,
},
"
ST_t-channel_antitop
"
:
{
"
cross_section
"
:
87.2
,
# +1.8 -1.5
"
cross_section_up
"
:
89.0
,
"
cross_section_down
"
:
85.7
,
"
scale_weights
"
:
scale_weights
,
"
pdf_weights
"
:
pdf_weights_madspin_4f
,
"
ps_weights
"
:
ps_weights
,
},
"
ST_tw_top
"
:
{
"
cross_section
"
:
35.85
,
"
cross_section_up
"
:
37.8
,
"
cross_section_down
"
:
33.9
,
"
scale_weights
"
:
scale_weights
,
"
pdf_weights
"
:
pdf_weights_POWHEG
,
"
ps_weights
"
:
ps_weights
,
},
"
ST_tw_antitop
"
:
{
"
cross_section
"
:
35.85
,
"
cross_section_up
"
:
37.8
,
"
cross_section_down
"
:
33.9
,
"
scale_weights
"
:
scale_weights
,
"
pdf_weights
"
:
pdf_weights_POWHEG
,
"
ps_weights
"
:
ps_weights
,
},
# WZ and ZZ not given in tables -> use value from xsdb
"
WZ
"
:
{
"
cross_section
"
:
27.6
,
"
cross_section_up
"
:
28.0
,
"
cross_section_down
"
:
27.2
,
"
scale_weights
"
:
[],
"
pdf_weights
"
:
[],
"
ps_weights
"
:
ps_weights
,
},
"
ZZ
"
:
{
"
cross_section
"
:
12.17
,
"
cross_section_up
"
:
12.19
,
"
cross_section_down
"
:
12.15
,
"
scale_weights
"
:
[],
"
pdf_weights
"
:
[],
"
ps_weights
"
:
ps_weights
,
},
# https://twiki.cern.ch/twiki/bin/viewauth/CMS/StandardModelCrossSectionsat13TeV
# Needs to be x3 for fermion BR
...
...
@@ -563,6 +640,9 @@ cross_sections = {
"
cross_section
"
:
20508.9
*
3
,
"
cross_section_up
"
:
(
20508.9
+
np
.
sqrt
(
165.7
**
2
+
770.9
**
2
))
*
3
,
"
cross_section_down
"
:
(
20508.9
-
np
.
sqrt
(
88.2
**
2
+
770.9
**
2
))
*
3
,
"
scale_weights
"
:
scale_weights
,
"
pdf_weights
"
:
pdf_weights_aMC
,
"
ps_weights
"
:
ps_weights
,
},
"
WJetsToLNu_0J
"
:
{
"
cross_section
"
:
20508.9
*
3
*
0.812678269092906
,
...
...
@@ -572,6 +652,9 @@ cross_sections = {
"
cross_section_down
"
:
(
20508.9
-
np
.
sqrt
(
88.2
**
2
+
770.9
**
2
))
*
3
*
0.812678269092906
,
"
scale_weights
"
:
scale_weights
,
"
pdf_weights
"
:
pdf_weights_aMC
,
"
ps_weights
"
:
ps_weights
,
},
"
WJetsToLNu_1J
"
:
{
"
cross_section
"
:
20508.9
*
3
*
0.136514086118272
,
...
...
@@ -581,6 +664,9 @@ cross_sections = {
"
cross_section_down
"
:
(
20508.9
-
np
.
sqrt
(
88.2
**
2
+
770.9
**
2
))
*
3
*
0.136514086118272
,
"
scale_weights
"
:
scale_weights
,
"
pdf_weights
"
:
pdf_weights_aMC
,
"
ps_weights
"
:
ps_weights
,
},
"
WJetsToLNu_2J
"
:
{
"
cross_section
"
:
20508.9
*
3
*
0.0508076447888226
,
...
...
@@ -590,5 +676,8 @@ cross_sections = {
"
cross_section_down
"
:
(
20508.9
-
np
.
sqrt
(
88.2
**
2
+
770.9
**
2
))
*
3
*
0.0508076447888226
,
"
scale_weights
"
:
scale_weights
,
"
pdf_weights
"
:
pdf_weights_aMC
,
"
ps_weights
"
:
ps_weights
,
},
}
This diff is collapsed.
Click to expand it.
analysis/tasks/Excalibur/CreateExcaliburMCConfig.py
+
11
−
25
View file @
76c7f87b
...
...
@@ -67,28 +67,6 @@ class CreateExcaliburMCConfig(AnalysisTask):
dataset_vars
=
dataset_map
[
self
.
data_period
][
"
common_mc
"
]
dataset_vars
.
update
(
dataset_map
[
self
.
data_period
][
self
.
dataset
])
scale
=
1
if
self
.
dataset
in
(
"
DYJetsToMuMu
"
,
"
DYJetsToTauTau
"
):
# TODO: That scaling is not strictly true, should use dedicated cross-section from dataset map
scale
=
1
/
3
# elif self.dataset in DY_SETS:
# n_inc = float(self.input()['GetGeneratorWeights_DYJetsToLL'].load()["number_generated_events"])
# # gen_w_inc = float(self.input()['GetGeneratorWeights_DYJetsToLL'].load()["generator_weight"])
# n_xj = 0
# for dataset in DY_SETS:
# if dataset == 'DYJetsToLL': continue
# n_xj += float(self.input()['GetGeneratorWeights_{}'.format(dataset)].load()["number_generated_events"])
# # gen_w_m = float(self.input()['GetGeneratorWeights_{}'.format(dataset)].load()["generator_weight"])
# n = float(self.input()['GetGeneratorWeights'].load()["number_generated_events"])
# if self.dataset == 'DYJetsToLL':
# scale = n_inc/(n_inc+n_xj)
# else:
# scale = n_xj/(n_inc+n_xj)
print
(
"
Mulitplying xsec with factor {}
"
.
format
(
scale
))
xsec
=
cross_sections
[
self
.
dataset
][
"
cross_section
"
]
*
scale
xsec_up
=
cross_sections
[
self
.
dataset
][
"
cross_section_up
"
]
*
scale
xsec_down
=
cross_sections
[
self
.
dataset
][
"
cross_section_down
"
]
*
scale
jer_shift
=
0
if
self
.
energy_shift
==
Energy_Shifts
.
JER_UP
:
jer_shift
=
+
1
...
...
@@ -111,9 +89,6 @@ class CreateExcaliburMCConfig(AnalysisTask):
jer
=
dataset_vars
[
"
jer_version
"
],
jer_shift
=
int
(
jer_shift
),
roccor
=
dataset_vars
[
"
roccor
"
],
cross_section
=
xsec
,
cross_section_up
=
xsec_up
,
cross_section_down
=
xsec_down
,
pileup_weight_file
=
os
.
path
.
abspath
(
self
.
input
()[
"
PileUpWeights
"
].
abspath
),
pileup_weight_file_up
=
os
.
path
.
abspath
(
self
.
input
()[
"
PileUpWeights_up
"
].
abspath
...
...
@@ -121,7 +96,18 @@ class CreateExcaliburMCConfig(AnalysisTask):
pileup_weight_file_down
=
os
.
path
.
abspath
(
self
.
input
()[
"
PileUpWeights_down
"
].
abspath
),
scale_weights
=
cross_sections
[
self
.
dataset
][
"
scale_weights
"
],
)
variables
.
update
(
cross_sections
[
self
.
dataset
])
variables
[
"
gen_weights_scale
"
]
=
[
f
"
genWeight_
{
_id
}
"
for
_id
in
cross_sections
[
self
.
dataset
][
"
scale_weights
"
]
]
variables
[
"
gen_weights_pdf
"
]
=
[
f
"
genWeight_
{
_id
}
"
for
_id
in
cross_sections
[
self
.
dataset
][
"
pdf_weights
"
]
]
variables
[
"
gen_weights_ps
"
]
=
[
f
"
genWeight_
{
_id
}
"
for
_id
in
cross_sections
[
self
.
dataset
][
"
ps_weights
"
]
]
gen_weights
=
self
.
input
()[
"
GetGeneratorWeights
"
].
load
()
variables
.
update
(
gen_weights
)
...
...
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