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Akdel
OptiMap
Commits
4420483d
Commit
4420483d
authored
Nov 26, 2018
by
Akdel
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parent
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OptiMap/pairwise.py
OptiMap/pairwise.py
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OptiMap/pairwise.py
View file @
4420483d
...
...
@@ -57,9 +57,12 @@ def get_multiple_products(fft_subject_molecules, fft_subject_rev_molecules, fft_
corr_products
=
np
.
zeros
((
2
,
fft_molecules
.
shape
[
0
],
fft_molecules
.
shape
[
1
]),
dtype
=
float
)
corr_maxes
=
np
.
zeros
(
fft_molecules
.
shape
[
0
])
for
i
in
range
(
fft_subject_molecules
.
shape
[
0
]):
print
(
"running numba_get_products"
)
numba_get_products
(
fft_subject_molecules
[
i
],
fft_subject_rev_molecules
[
i
],
fft_molecules
,
fft_products
)
print
(
"running ifft"
)
corr_products
[
0
]
=
np
.
fft
.
ifft
(
fft_products
[
0
]).
real
corr_products
[
1
]
=
np
.
fft
.
ifft
(
fft_products
[
1
]).
real
print
(
"running get_corr_maxes"
)
numba_get_corr_maxes
(
corr_products
,
corr_maxes
)
multiple_corr_maxes
[
i
,:]
=
corr_maxes
return
multiple_corr_maxes
...
...
@@ -68,8 +71,8 @@ def get_multiple_products(fft_subject_molecules, fft_subject_rev_molecules, fft_
@
nb
.
njit
(
parallel
=
True
)
def
numba_get_corr_maxes
(
corr_products
,
corr_maxes
):
for
i
in
nb
.
prange
(
corr_maxes
.
shape
[
0
]):
max_forward
=
max
(
corr_products
[
0
,
i
,:])
max_reverse
=
max
(
corr_products
[
1
,
i
,:])
max_forward
=
np
.
max
(
corr_products
[
0
,
i
,:])
max_reverse
=
np
.
max
(
corr_products
[
1
,
i
,:])
current_max
=
max
(
max_forward
,
max_reverse
)
difference
=
abs
(
max_forward
-
max_reverse
)
corr_maxes
[
i
]
=
current_max
+
difference
...
...
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