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EIC
benchmarks
physics_benchmarks
Commits
015d99f4
Commit
015d99f4
authored
Oct 24, 2022
by
Tooba Ali
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tags for single events in benchmarks/dis/analysis/truth_reconstruction.py
parent
9f58980c
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benchmarks/dis/analysis/truth_reconstruction.py
+37
-10
37 additions, 10 deletions
benchmarks/dis/analysis/truth_reconstruction.py
with
37 additions
and
10 deletions
benchmarks/dis/analysis/truth_reconstruction.py
+
37
−
10
View file @
015d99f4
...
@@ -16,6 +16,8 @@ parser.add_argument('--pbeam', type=float, help='Proton (or ion) beam energy.')
...
@@ -16,6 +16,8 @@ parser.add_argument('--pbeam', type=float, help='Proton (or ion) beam energy.')
parser
.
add_argument
(
'
--minq2
'
,
type
=
float
,
help
=
'
Minimum four-momentum transfer squared Q2.
'
)
parser
.
add_argument
(
'
--minq2
'
,
type
=
float
,
help
=
'
Minimum four-momentum transfer squared Q2.
'
)
parser
.
add_argument
(
'
--nevents
'
,
type
=
float
,
help
=
'
Number of events to process.
'
)
parser
.
add_argument
(
'
--nevents
'
,
type
=
float
,
help
=
'
Number of events to process.
'
)
parser
.
add_argument
(
'
-o
'
,
dest
=
'
outdir
'
,
default
=
'
results/dis/
'
,
help
=
'
Output directory.
'
)
parser
.
add_argument
(
'
-o
'
,
dest
=
'
outdir
'
,
default
=
'
results/dis/
'
,
help
=
'
Output directory.
'
)
parser
.
add_argument
(
'
--name_tag
'
,
type
=
str
,
help
=
'
Single events juggler file name tag
'
)
parser
.
add_argument
(
'
--benchmark_tag
'
,
type
=
str
,
help
=
'
Single or dis benchmarks
'
)
args
=
parser
.
parse_args
()
args
=
parser
.
parse_args
()
kwargs
=
vars
(
args
)
kwargs
=
vars
(
args
)
...
@@ -25,6 +27,14 @@ minq2 = int(args.minq2)
...
@@ -25,6 +27,14 @@ minq2 = int(args.minq2)
k
=
int
(
args
.
ebeam
)
k
=
int
(
args
.
ebeam
)
p
=
int
(
args
.
pbeam
)
p
=
int
(
args
.
pbeam
)
Nevents
=
int
(
args
.
nevents
)
Nevents
=
int
(
args
.
nevents
)
tag
=
args
.
name_tag
benchmark_tag
=
args
.
benchmark_tag
r_path
=
dis_path
=
'
dis/%gon%g/minQ2=%g/truth_reconstruction/
'
single_path
=
'
single/truth_reconstruction/
'
if
benchmark_tag
==
'
single
'
:
r_path
=
single_path
config
=
tag
for
array
in
ur
.
iterate
(
rec_file
+
'
:events
'
,[
'
MCParticles/MCParticles.generatorStatus
'
,
for
array
in
ur
.
iterate
(
rec_file
+
'
:events
'
,[
'
MCParticles/MCParticles.generatorStatus
'
,
'
MCParticles/MCParticles.mass
'
,
'
MCParticles/MCParticles.mass
'
,
...
@@ -126,15 +136,20 @@ for i in range(len(MC_list)):
...
@@ -126,15 +136,20 @@ for i in range(len(MC_list)):
else
:
else
:
axs
[
0
].
hist2d
(
x
=
X_s
,
y
=
Y_s
,
bins
=
10
)
axs
[
0
].
hist2d
(
x
=
X_s
,
y
=
Y_s
,
bins
=
10
)
mplhep
.
hist2dplot
(
H
=
norm_h
,
norm
=
mpl
.
colors
.
LogNorm
(
vmin
=
1e-4
,
vmax
=
1
),
labels
=
norm_h_text
,
xbins
=
xedges
,
ybins
=
yedges
,
ax
=
axs
[
1
])
mplhep
.
hist2dplot
(
H
=
norm_h
,
norm
=
mpl
.
colors
.
LogNorm
(
vmin
=
1e-4
,
vmax
=
1
),
labels
=
norm_h_text
,
xbins
=
xedges
,
ybins
=
yedges
,
ax
=
axs
[
1
])
fig
.
suptitle
(
'
(%g x %g)GeV %gGeV minQ2 %s events
'
%
(
k
,
p
,
minq2
,
Nevents
))
axs
[
0
].
set_title
(
'
%s Histogram
'
%
(
title_list
[
i
]))
axs
[
0
].
set_title
(
'
%s Histogram
'
%
(
title_list
[
i
]))
axs
[
0
].
set_xlabel
(
'
%s_mc
'
%
(
title_list
[
i
]))
axs
[
0
].
set_xlabel
(
'
%s_mc
'
%
(
title_list
[
i
]))
axs
[
0
].
set_ylabel
(
'
%s_rc
'
%
(
title_list
[
i
]))
axs
[
0
].
set_ylabel
(
'
%s_rc
'
%
(
title_list
[
i
]))
axs
[
1
].
set_xlabel
(
'
%s_mc
'
%
(
title_list
[
i
]))
axs
[
1
].
set_xlabel
(
'
%s_mc
'
%
(
title_list
[
i
]))
axs
[
1
].
set_ylabel
(
'
%s_rc
'
%
(
title_list
[
i
]))
axs
[
1
].
set_ylabel
(
'
%s_rc
'
%
(
title_list
[
i
]))
axs
[
1
].
set_title
(
'
%s Correlation
'
%
(
title_list
[
i
]))
axs
[
1
].
set_title
(
'
%s Correlation
'
%
(
title_list
[
i
]))
plt
.
show
()
plt
.
savefig
(
os
.
path
.
join
(
args
.
outdir
,
'
%gon%g/minQ2=%g/truth_reconstruction/%s_correlation_%gx%g_minQ2=%g.png
'
%
(
k
,
p
,
minq2
,
title_list
[
i
],
k
,
p
,
minq2
)))
if
benchmark_tag
==
'
single
'
:
fig
.
suptitle
(
'
%s %s events
'
%
(
config
,
Nevents
))
else
:
fig
.
suptitle
(
'
(%g x %g)GeV %gGeV minQ2 %s events
'
%
(
k
,
p
,
minq2
,
Nevents
))
plt
.
savefig
(
os
.
path
.
join
(
args
.
outdir
,
r_path
,
'
%s_correlation_%s.png
'
%
(
title_list
[
i
],
config
)))
#################
#################
...
@@ -222,8 +237,12 @@ for i in range(len(MC_list)):
...
@@ -222,8 +237,12 @@ for i in range(len(MC_list)):
fig
.
set_figwidth
(
20
)
fig
.
set_figwidth
(
20
)
fig
.
set_figheight
(
10
)
fig
.
set_figheight
(
10
)
if
benchmark_tag
==
'
single
'
:
ax1
.
set_title
(
'
%s %s %s %s events
'
%
(
title_list
[
i
],
tratio
,
config
,
Nevents
))
else
:
ax1
.
set_title
(
'
%s %s (%g x %g)GeV %gGeV minQ2 %s events
'
%
(
title_list
[
i
],
tratio
,
k
,
p
,
minq2
,
Nevents
))
ax1
.
set_title
(
'
%s %s (%g x %g)GeV %gGeV minQ2 %s events
'
%
(
title_list
[
i
],
tratio
,
k
,
p
,
minq2
,
Nevents
))
plt
.
savefig
(
os
.
path
.
join
(
args
.
outdir
,
'
%gon%g/minQ2=%g/truth_reconstruction/%s_%s_%gx%g_minQ2=%g.png
'
%
(
k
,
p
,
minq2
,
title_list
[
i
],
tratio
,
k
,
p
,
minq2
)))
plt
.
savefig
(
os
.
path
.
join
(
args
.
outdir
,
r_path
,
'
%s_%s_%s.png
'
%
(
title_list
[
i
],
tratio
,
config
)))
###############
###############
...
@@ -301,8 +320,12 @@ for i in range(1,len(MC_list),1):
...
@@ -301,8 +320,12 @@ for i in range(1,len(MC_list),1):
fig
.
set_figwidth
(
20
)
fig
.
set_figwidth
(
20
)
fig
.
set_figheight
(
10
)
fig
.
set_figheight
(
10
)
if
benchmark_tag
==
'
single
'
:
ax1
.
set_title
(
'
%s Difference Vs Momentum %s %s events
'
%
(
title_list
[
i
],
config
,
Nevents
))
else
:
ax1
.
set_title
(
'
%s Difference Vs Momentum (%g x %g)GeV %gGeV minQ2 %s events
'
%
(
title_list
[
i
],
k
,
p
,
minq2
,
Nevents
))
ax1
.
set_title
(
'
%s Difference Vs Momentum (%g x %g)GeV %gGeV minQ2 %s events
'
%
(
title_list
[
i
],
k
,
p
,
minq2
,
Nevents
))
plt
.
savefig
(
os
.
path
.
join
(
args
.
outdir
,
'
%gon%g/minQ2=%g/truth_reconstruction/%s_ratio_vs_momentum_%gx%g_minQ2=%g.png
'
%
(
k
,
p
,
minq2
,
title_list
[
i
],
k
,
p
,
minq2
)))
plt
.
savefig
(
os
.
path
.
join
(
args
.
outdir
,
r_path
,
'
%s_difference_vs_momentum_%s.png
'
%
(
title_list
[
i
],
config
)))
################
################
...
@@ -328,7 +351,6 @@ ratio = np.array((ak.Array(theta_rc_F)-(ak.Array(theta_mc_F))))
...
@@ -328,7 +351,6 @@ ratio = np.array((ak.Array(theta_rc_F)-(ak.Array(theta_mc_F))))
fig
=
plt
.
figure
()
fig
=
plt
.
figure
()
gs
=
fig
.
add_gridspec
(
2
,
2
,
wspace
=
0.01
)
gs
=
fig
.
add_gridspec
(
2
,
2
,
wspace
=
0.01
)
(
ax1
,
ax2
),
(
ax3
,
ax4
)
=
gs
.
subplots
(
sharex
=
True
,
sharey
=
True
)
(
ax1
,
ax2
),
(
ax3
,
ax4
)
=
gs
.
subplots
(
sharex
=
True
,
sharey
=
True
)
fig
.
suptitle
(
'
Photons in (%g x %g)GeV %gGeV minQ2 %s events
'
%
(
k
,
p
,
minq2
,
Nevents
))
ax1
.
scatter
(
-
theta_mc_F
,
ratio
,
s
=
ssize
)
ax1
.
scatter
(
-
theta_mc_F
,
ratio
,
s
=
ssize
)
ax2
.
scatter
(
-
theta_rc_F
,
ratio
,
s
=
ssize
)
ax2
.
scatter
(
-
theta_rc_F
,
ratio
,
s
=
ssize
)
...
@@ -344,7 +366,12 @@ ax4.set_xlabel('Theta rc')
...
@@ -344,7 +366,12 @@ ax4.set_xlabel('Theta rc')
fig
.
set_figwidth
(
20
)
fig
.
set_figwidth
(
20
)
fig
.
set_figheight
(
10
)
fig
.
set_figheight
(
10
)
plt
.
savefig
(
os
.
path
.
join
(
args
.
outdir
,
'
%gon%g/minQ2=%g/truth_reconstruction/photons_%gx%g_minQ2=%g.png
'
%
(
k
,
p
,
minq2
,
k
,
p
,
minq2
)))
if
benchmark_tag
==
'
single
'
:
fig
.
suptitle
(
'
Photons in %s %s events
'
%
(
config
,
Nevents
))
else
:
fig
.
suptitle
(
'
Photons in (%g x %g)GeV %gGeV minQ2 %s events
'
%
(
k
,
p
,
minq2
,
Nevents
))
plt
.
savefig
(
os
.
path
.
join
(
args
.
outdir
,
r_path
,
'
photons_%s.png
'
%
(
config
)))
...
...
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