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Pranav Sampathkumar
corsika
Commits
ac8656d5
Commit
ac8656d5
authored
4 years ago
by
Maximilian Reininghaus
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even better flow bin handling
parent
ccd7e6e8
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tools/read_hist.py
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tools/read_hist.py
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ac8656d5
import
numpy
as
np
import
matplotlib.pyplot
as
plt
import
boost_histogram
as
bh
import
operator
import
functools
def
read_hist
(
filename
):
"""
read numpy file produced with CORSIKA 8
'
s save_hist() function into
boost-histogram object.
"""
d
=
np
.
load
(
filename
)
axistypes
=
d
[
'
axistypes
'
].
view
(
'
c
'
)
overflow
=
d
[
'
overflow
'
]
underflow
=
d
[
'
underflow
'
]
axes
=
[]
for
i
,
(
at
,
has_overflow
,
has_underflow
)
in
enumerate
(
zip
(
axistypes
,
overflow
,
underflow
)):
if
at
==
b
'
c
'
:
axes
.
append
(
bh
.
axis
.
Variable
(
d
[
f
'
binedges_
{
i
}
'
],
overflow
=
has_overflow
,
underflow
=
has_underflow
))
elif
at
==
b
'
d
'
:
axes
.
append
(
bh
.
axis
.
IntCategory
(
d
[
f
'
bins_
{
i
}
'
],
growth
=
(
not
has_overflow
)))
h
=
bh
.
Histogram
(
*
axes
)
h
.
view
(
flow
=
True
)[:]
=
d
[
'
data
'
]
return
h
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