Skip to content
GitLab
Explore
Sign in
Primary navigation
Search or go to…
Project
N
NIFTy
Manage
Activity
Members
Labels
Plan
Issues
Issue boards
Milestones
Code
Merge requests
Repository
Branches
Commits
Tags
Repository graph
Compare revisions
Build
Pipelines
Jobs
Pipeline schedules
Artifacts
Deploy
Releases
Container registry
Model registry
Monitor
Service Desk
Analyze
Value stream analytics
Contributor analytics
CI/CD analytics
Repository analytics
Model experiments
Help
Help
Support
GitLab documentation
Compare GitLab plans
Community forum
Contribute to GitLab
Provide feedback
Keyboard shortcuts
?
Snippets
Groups
Projects
Show more breadcrumbs
ift
NIFTy
Commits
f40b7222
Commit
f40b7222
authored
6 years ago
by
Martin Reinecke
Browse files
Options
Downloads
Patches
Plain Diff
don't print to console
parent
ab127321
No related branches found
No related tags found
No related merge requests found
Changes
1
Hide whitespace changes
Inline
Side-by-side
Showing
1 changed file
test/test_operators/test_representation.py
+41
-70
41 additions, 70 deletions
test/test_operators/test_representation.py
with
41 additions
and
70 deletions
test/test_operators/test_representation.py
+
41
−
70
View file @
f40b7222
...
@@ -38,32 +38,29 @@ pmp = pytest.mark.parametrize
...
@@ -38,32 +38,29 @@ pmp = pytest.mark.parametrize
dtype
=
list2fixture
([
np
.
float64
,
np
.
complex128
])
dtype
=
list2fixture
([
np
.
float64
,
np
.
complex128
])
def
_check_repr
(
op
):
rep
=
op
.
__repr__
()
@pmp
(
'
sp
'
,
_p_RG_spaces
)
@pmp
(
'
sp
'
,
_p_RG_spaces
)
def
testLOSResponse
(
sp
,
dtype
):
def
testLOSResponse
(
sp
,
dtype
):
starts
=
np
.
random
.
randn
(
len
(
sp
.
shape
),
10
)
starts
=
np
.
random
.
randn
(
len
(
sp
.
shape
),
10
)
ends
=
np
.
random
.
randn
(
len
(
sp
.
shape
),
10
)
ends
=
np
.
random
.
randn
(
len
(
sp
.
shape
),
10
)
sigma_low
=
1e-4
*
np
.
random
.
randn
(
10
)
sigma_low
=
1e-4
*
np
.
random
.
randn
(
10
)
sigma_ups
=
1e-5
*
np
.
random
.
randn
(
10
)
sigma_ups
=
1e-5
*
np
.
random
.
randn
(
10
)
op
=
ift
.
LOSResponse
(
sp
,
starts
,
ends
,
sigma_low
,
sigma_ups
)
_check_repr
(
ift
.
LOSResponse
(
sp
,
starts
,
ends
,
sigma_low
,
sigma_ups
))
print
(
op
)
@pmp
(
'
sp
'
,
_h_spaces
+
_p_spaces
+
_pow_spaces
)
@pmp
(
'
sp
'
,
_h_spaces
+
_p_spaces
+
_pow_spaces
)
def
testOperatorCombinations
(
sp
,
dtype
):
def
testOperatorCombinations
(
sp
,
dtype
):
a
=
ift
.
DiagonalOperator
(
ift
.
Field
.
from_random
(
"
normal
"
,
sp
,
dtype
=
dtype
))
a
=
ift
.
DiagonalOperator
(
ift
.
Field
.
from_random
(
"
normal
"
,
sp
,
dtype
=
dtype
))
b
=
ift
.
DiagonalOperator
(
ift
.
Field
.
from_random
(
"
normal
"
,
sp
,
dtype
=
dtype
))
b
=
ift
.
DiagonalOperator
(
ift
.
Field
.
from_random
(
"
normal
"
,
sp
,
dtype
=
dtype
))
op
=
ift
.
SandwichOperator
.
make
(
a
,
b
)
_check_repr
(
ift
.
SandwichOperator
.
make
(
a
,
b
))
print
(
op
)
_check_repr
(
a
(
b
))
op
=
a
(
b
)
_check_repr
(
a
+
b
)
print
(
op
)
_check_repr
(
a
-
b
)
op
=
a
+
b
_check_repr
(
a
*
b
)
print
(
op
)
_check_repr
(
a
**
2
)
op
=
a
*
b
print
(
op
)
op
=
a
**
2
print
(
op
)
op
=
a
-
b
print
(
op
)
def
testLinearInterpolator
():
def
testLinearInterpolator
():
...
@@ -71,8 +68,7 @@ def testLinearInterpolator():
...
@@ -71,8 +68,7 @@ def testLinearInterpolator():
pos
=
np
.
random
.
rand
(
2
,
23
)
pos
=
np
.
random
.
rand
(
2
,
23
)
pos
[
0
,
:]
*=
0.9
pos
[
0
,
:]
*=
0.9
pos
[
1
,
:]
*=
7
*
3.5
pos
[
1
,
:]
*=
7
*
3.5
op
=
ift
.
LinearInterpolator
(
sp
,
pos
)
_check_repr
(
ift
.
LinearInterpolator
(
sp
,
pos
))
print
(
op
)
@pmp
(
'
args
'
,
[(
ift
.
RGSpace
(
10
,
harmonic
=
True
),
4
,
0
),
(
ift
.
RGSpace
(
@pmp
(
'
args
'
,
[(
ift
.
RGSpace
(
10
,
harmonic
=
True
),
4
,
0
),
(
ift
.
RGSpace
(
...
@@ -81,16 +77,15 @@ def testLinearInterpolator():
...
@@ -81,16 +77,15 @@ def testLinearInterpolator():
def
testSlopeOperator
(
args
,
dtype
):
def
testSlopeOperator
(
args
,
dtype
):
tmp
=
ift
.
ExpTransform
(
ift
.
PowerSpace
(
args
[
0
]),
args
[
1
],
args
[
2
])
tmp
=
ift
.
ExpTransform
(
ift
.
PowerSpace
(
args
[
0
]),
args
[
1
],
args
[
2
])
tgt
=
tmp
.
domain
[
0
]
tgt
=
tmp
.
domain
[
0
]
op
=
ift
.
SlopeOperator
(
tgt
)
_check_repr
(
ift
.
SlopeOperator
(
tgt
))
print
(
op
)
@pmp
(
'
sp
'
,
_h_spaces
+
_p_spaces
+
_pow_spaces
)
@pmp
(
'
sp
'
,
_h_spaces
+
_p_spaces
+
_pow_spaces
)
def
testOperatorAdaptor
(
sp
,
dtype
):
def
testOperatorAdaptor
(
sp
,
dtype
):
op
=
ift
.
DiagonalOperator
(
ift
.
Field
.
from_random
(
"
normal
"
,
sp
,
dtype
=
dtype
))
op
=
ift
.
DiagonalOperator
(
ift
.
Field
.
from_random
(
"
normal
"
,
sp
,
dtype
=
dtype
))
print
(
op
.
adjoint
)
_check_repr
(
op
.
adjoint
)
print
(
op
.
inverse
)
_check_repr
(
op
.
inverse
)
print
(
op
.
inverse
.
adjoint
)
_check_repr
(
op
.
inverse
.
adjoint
)
@pmp
(
'
sp1
'
,
_h_spaces
+
_p_spaces
+
_pow_spaces
)
@pmp
(
'
sp1
'
,
_h_spaces
+
_p_spaces
+
_pow_spaces
)
...
@@ -100,18 +95,14 @@ def testNullOperator(sp1, sp2, dtype):
...
@@ -100,18 +95,14 @@ def testNullOperator(sp1, sp2, dtype):
ift
.
extra
.
consistency_check
(
op
,
dtype
,
dtype
)
ift
.
extra
.
consistency_check
(
op
,
dtype
,
dtype
)
mdom1
=
ift
.
MultiDomain
.
make
({
'
a
'
:
sp1
})
mdom1
=
ift
.
MultiDomain
.
make
({
'
a
'
:
sp1
})
mdom2
=
ift
.
MultiDomain
.
make
({
'
b
'
:
sp2
})
mdom2
=
ift
.
MultiDomain
.
make
({
'
b
'
:
sp2
})
op
=
ift
.
NullOperator
(
mdom1
,
mdom2
)
_check_repr
(
ift
.
NullOperator
(
mdom1
,
mdom2
))
print
(
op
)
_check_repr
(
ift
.
NullOperator
(
sp1
,
mdom2
))
op
=
ift
.
NullOperator
(
sp1
,
mdom2
)
_check_repr
(
ift
.
NullOperator
(
mdom1
,
sp2
))
print
(
op
)
op
=
ift
.
NullOperator
(
mdom1
,
sp2
)
print
(
op
)
@pmp
(
'
sp
'
,
_p_RG_spaces
)
@pmp
(
'
sp
'
,
_p_RG_spaces
)
def
testHarmonicSmoothingOperator
(
sp
,
dtype
):
def
testHarmonicSmoothingOperator
(
sp
,
dtype
):
op
=
ift
.
HarmonicSmoothingOperator
(
sp
,
0.1
)
_check_repr
(
ift
.
HarmonicSmoothingOperator
(
sp
,
0.1
))
print
(
op
)
@pmp
(
'
sp
'
,
_h_spaces
+
_p_spaces
+
_pow_spaces
)
@pmp
(
'
sp
'
,
_h_spaces
+
_p_spaces
+
_pow_spaces
)
...
@@ -121,44 +112,35 @@ def testDOFDistributor(sp, dtype):
...
@@ -121,44 +112,35 @@ def testDOFDistributor(sp, dtype):
return
return
dofdex
=
np
.
arange
(
sp
.
size
).
reshape
(
sp
.
shape
)
%
3
dofdex
=
np
.
arange
(
sp
.
size
).
reshape
(
sp
.
shape
)
%
3
dofdex
=
ift
.
Field
.
from_global_data
(
sp
,
dofdex
)
dofdex
=
ift
.
Field
.
from_global_data
(
sp
,
dofdex
)
op
=
ift
.
DOFDistributor
(
dofdex
)
_check_repr
(
ift
.
DOFDistributor
(
dofdex
))
print
(
op
)
@pmp
(
'
sp
'
,
_h_spaces
)
@pmp
(
'
sp
'
,
_h_spaces
)
def
testPPO
(
sp
,
dtype
):
def
testPPO
(
sp
,
dtype
):
op
=
ift
.
PowerDistributor
(
target
=
sp
)
_check_repr
(
ift
.
PowerDistributor
(
target
=
sp
))
print
(
op
)
ps
=
ift
.
PowerSpace
(
ps
=
ift
.
PowerSpace
(
sp
,
ift
.
PowerSpace
.
useful_binbounds
(
sp
,
logarithmic
=
False
,
nbin
=
3
))
sp
,
ift
.
PowerSpace
.
useful_binbounds
(
sp
,
logarithmic
=
False
,
nbin
=
3
))
op
=
ift
.
PowerDistributor
(
target
=
sp
,
power_space
=
ps
)
_check_repr
(
ift
.
PowerDistributor
(
target
=
sp
,
power_space
=
ps
))
print
(
op
)
ps
=
ift
.
PowerSpace
(
ps
=
ift
.
PowerSpace
(
sp
,
ift
.
PowerSpace
.
useful_binbounds
(
sp
,
logarithmic
=
True
,
nbin
=
3
))
sp
,
ift
.
PowerSpace
.
useful_binbounds
(
sp
,
logarithmic
=
True
,
nbin
=
3
))
op
=
ift
.
PowerDistributor
(
target
=
sp
,
power_space
=
ps
)
_check_repr
(
ift
.
PowerDistributor
(
target
=
sp
,
power_space
=
ps
))
print
(
op
)
@pmp
(
'
sp
'
,
_h_RG_spaces
+
_p_RG_spaces
)
@pmp
(
'
sp
'
,
_h_RG_spaces
+
_p_RG_spaces
)
def
testFFT
(
sp
,
dtype
):
def
testFFT
(
sp
,
dtype
):
op
=
ift
.
FFTOperator
(
sp
)
_check_repr
(
ift
.
FFTOperator
(
sp
))
print
(
op
)
_check_repr
(
ift
.
FFTOperator
(
sp
.
get_default_codomain
()))
op
=
ift
.
FFTOperator
(
sp
.
get_default_codomain
())
print
(
op
)
@pmp
(
'
sp
'
,
_h_RG_spaces
+
_p_RG_spaces
)
@pmp
(
'
sp
'
,
_h_RG_spaces
+
_p_RG_spaces
)
def
testHartley
(
sp
,
dtype
):
def
testHartley
(
sp
,
dtype
):
op
=
ift
.
HartleyOperator
(
sp
)
_check_repr
(
ift
.
HartleyOperator
(
sp
))
print
(
op
)
_check_repr
(
ift
.
HartleyOperator
(
sp
.
get_default_codomain
()))
op
=
ift
.
HartleyOperator
(
sp
.
get_default_codomain
())
print
(
op
)
@pmp
(
'
sp
'
,
_h_spaces
)
@pmp
(
'
sp
'
,
_h_spaces
)
def
testHarmonic
(
sp
,
dtype
):
def
testHarmonic
(
sp
,
dtype
):
op
=
ift
.
HarmonicTransformOperator
(
sp
)
_check_repr
(
ift
.
HarmonicTransformOperator
(
sp
))
print
(
op
)
@pmp
(
'
sp
'
,
_p_spaces
)
@pmp
(
'
sp
'
,
_p_spaces
)
...
@@ -169,28 +151,25 @@ def testMask(sp, dtype):
...
@@ -169,28 +151,25 @@ def testMask(sp, dtype):
mask
[
f
>
0
]
=
1
mask
[
f
>
0
]
=
1
mask
=
ift
.
Field
.
from_global_data
(
sp
,
mask
)
mask
=
ift
.
Field
.
from_global_data
(
sp
,
mask
)
# Test MaskOperator
# Test MaskOperator
op
=
ift
.
MaskOperator
(
mask
)
_check_repr
(
ift
.
MaskOperator
(
mask
))
print
(
op
)
@pmp
(
'
sp
'
,
_h_spaces
+
_p_spaces
)
@pmp
(
'
sp
'
,
_h_spaces
+
_p_spaces
)
def
testDiagonal
(
sp
,
dtype
):
def
testDiagonal
(
sp
,
dtype
):
op
=
ift
.
DiagonalOperator
(
ift
.
Field
.
from_random
(
"
normal
"
,
sp
,
dtype
=
dtype
))
op
=
ift
.
DiagonalOperator
(
ift
.
Field
.
from_random
(
"
normal
"
,
sp
,
dtype
=
dtype
))
print
(
op
)
_check_repr
(
op
)
@pmp
(
'
sp
'
,
_h_spaces
+
_p_spaces
+
_pow_spaces
)
@pmp
(
'
sp
'
,
_h_spaces
+
_p_spaces
+
_pow_spaces
)
def
testGeometryRemover
(
sp
,
dtype
):
def
testGeometryRemover
(
sp
,
dtype
):
op
=
ift
.
GeometryRemover
(
sp
)
_check_repr
(
ift
.
GeometryRemover
(
sp
))
print
(
op
)
@pmp
(
'
spaces
'
,
[
0
,
1
,
2
,
3
,
(
0
,
1
),
(
0
,
2
),
(
0
,
1
,
2
),
(
0
,
2
,
3
),
(
1
,
3
)])
@pmp
(
'
spaces
'
,
[
0
,
1
,
2
,
3
,
(
0
,
1
),
(
0
,
2
),
(
0
,
1
,
2
),
(
0
,
2
,
3
),
(
1
,
3
)])
@pmp
(
'
wgt
'
,
[
0
,
1
,
2
,
-
1
])
@pmp
(
'
wgt
'
,
[
0
,
1
,
2
,
-
1
])
def
testContractionOperator
(
spaces
,
wgt
,
dtype
):
def
testContractionOperator
(
spaces
,
wgt
,
dtype
):
dom
=
(
ift
.
RGSpace
(
10
),
ift
.
RGSpace
(
13
),
ift
.
GLSpace
(
5
),
ift
.
HPSpace
(
4
))
dom
=
(
ift
.
RGSpace
(
10
),
ift
.
RGSpace
(
13
),
ift
.
GLSpace
(
5
),
ift
.
HPSpace
(
4
))
op
=
ift
.
ContractionOperator
(
dom
,
spaces
,
wgt
)
_check_repr
(
ift
.
ContractionOperator
(
dom
,
spaces
,
wgt
))
ift
.
extra
.
consistency_check
(
op
,
dtype
,
dtype
)
def
testDomainTupleFieldInserter
():
def
testDomainTupleFieldInserter
():
...
@@ -198,16 +177,14 @@ def testDomainTupleFieldInserter():
...
@@ -198,16 +177,14 @@ def testDomainTupleFieldInserter():
ift
.
RGSpace
([
4
,
22
])))
ift
.
RGSpace
([
4
,
22
])))
new_space
=
ift
.
UnstructuredDomain
(
7
)
new_space
=
ift
.
UnstructuredDomain
(
7
)
pos
=
(
5
,)
pos
=
(
5
,)
op
=
ift
.
DomainTupleFieldInserter
(
domain
,
new_space
,
0
,
pos
)
_check_repr
(
ift
.
DomainTupleFieldInserter
(
domain
,
new_space
,
0
,
pos
))
print
(
op
)
@pmp
(
'
space
'
,
[
0
,
2
])
@pmp
(
'
space
'
,
[
0
,
2
])
def
testSymmetrizingOperator
(
space
,
dtype
):
def
testSymmetrizingOperator
(
space
,
dtype
):
dom
=
(
ift
.
LogRGSpace
(
10
,
[
2.
],
[
1.
]),
ift
.
UnstructuredDomain
(
13
),
dom
=
(
ift
.
LogRGSpace
(
10
,
[
2.
],
[
1.
]),
ift
.
UnstructuredDomain
(
13
),
ift
.
LogRGSpace
((
5
,
27
),
[
1.
,
2.7
],
[
0.
,
4.
]),
ift
.
HPSpace
(
4
))
ift
.
LogRGSpace
((
5
,
27
),
[
1.
,
2.7
],
[
0.
,
4.
]),
ift
.
HPSpace
(
4
))
op
=
ift
.
SymmetrizingOperator
(
dom
,
space
)
_check_repr
(
ift
.
SymmetrizingOperator
(
dom
,
space
))
print
(
op
)
@pmp
(
'
space
'
,
[
0
,
2
])
@pmp
(
'
space
'
,
[
0
,
2
])
...
@@ -217,8 +194,7 @@ def testZeroPadder(space, factor, dtype, central):
...
@@ -217,8 +194,7 @@ def testZeroPadder(space, factor, dtype, central):
dom
=
(
ift
.
RGSpace
(
10
),
ift
.
UnstructuredDomain
(
13
),
ift
.
RGSpace
(
7
,
12
),
dom
=
(
ift
.
RGSpace
(
10
),
ift
.
UnstructuredDomain
(
13
),
ift
.
RGSpace
(
7
,
12
),
ift
.
HPSpace
(
4
))
ift
.
HPSpace
(
4
))
newshape
=
[
int
(
factor
*
l
)
for
l
in
dom
[
space
].
shape
]
newshape
=
[
int
(
factor
*
l
)
for
l
in
dom
[
space
].
shape
]
op
=
ift
.
FieldZeroPadder
(
dom
,
newshape
,
space
,
central
)
_check_repr
(
ift
.
FieldZeroPadder
(
dom
,
newshape
,
space
,
central
))
print
(
op
)
@pmp
(
'
args
'
,
@pmp
(
'
args
'
,
...
@@ -228,8 +204,7 @@ def testZeroPadder(space, factor, dtype, central):
...
@@ -228,8 +204,7 @@ def testZeroPadder(space, factor, dtype, central):
(
10
,),
1
),
(
10
,),
1
),
(
ift
.
PowerSpace
(
ift
.
RGSpace
(
10
,
distances
=
0.3
,
harmonic
=
True
)),
6
,
0
)])
(
ift
.
PowerSpace
(
ift
.
RGSpace
(
10
,
distances
=
0.3
,
harmonic
=
True
)),
6
,
0
)])
def
testExpTransform
(
args
,
dtype
):
def
testExpTransform
(
args
,
dtype
):
op
=
ift
.
ExpTransform
(
args
[
0
],
args
[
1
],
args
[
2
])
_check_repr
(
ift
.
ExpTransform
(
args
[
0
],
args
[
1
],
args
[
2
]))
print
(
op
)
@pmp
(
'
args
'
,
@pmp
(
'
args
'
,
...
@@ -239,8 +214,7 @@ def testExpTransform(args, dtype):
...
@@ -239,8 +214,7 @@ def testExpTransform(args, dtype):
def
testQHTOperator
(
args
):
def
testQHTOperator
(
args
):
dtype
=
np
.
float64
dtype
=
np
.
float64
tgt
=
ift
.
DomainTuple
.
make
(
args
[
0
])
tgt
=
ift
.
DomainTuple
.
make
(
args
[
0
])
op
=
ift
.
QHTOperator
(
tgt
,
args
[
1
])
_check_repr
(
ift
.
QHTOperator
(
tgt
,
args
[
1
]))
print
(
op
)
@pmp
(
'
args
'
,
[[
ift
.
RGSpace
(
@pmp
(
'
args
'
,
[[
ift
.
RGSpace
(
...
@@ -249,8 +223,7 @@ def testQHTOperator(args):
...
@@ -249,8 +223,7 @@ def testQHTOperator(args):
(
ift
.
HPSpace
(
3
),
ift
.
RGSpace
((
12
,
24
),
distances
=
0.3
)),
(
12
,
12
),
1
(
ift
.
HPSpace
(
3
),
ift
.
RGSpace
((
12
,
24
),
distances
=
0.3
)),
(
12
,
12
),
1
]])
]])
def
testRegridding
(
args
):
def
testRegridding
(
args
):
op
=
ift
.
RegriddingOperator
(
*
args
)
_check_repr
(
ift
.
RegriddingOperator
(
*
args
))
print
(
op
)
@pmp
(
@pmp
(
...
@@ -267,8 +240,7 @@ def testRegridding(args):
...
@@ -267,8 +240,7 @@ def testRegridding(args):
])
])
def
testOuter
(
fdomain
,
domain
):
def
testOuter
(
fdomain
,
domain
):
f
=
ift
.
from_random
(
'
normal
'
,
fdomain
)
f
=
ift
.
from_random
(
'
normal
'
,
fdomain
)
op
=
ift
.
OuterProduct
(
f
,
domain
)
_check_repr
(
ift
.
OuterProduct
(
f
,
domain
))
print
(
op
)
@pmp
(
'
sp
'
,
_h_spaces
+
_p_spaces
+
_pow_spaces
)
@pmp
(
'
sp
'
,
_h_spaces
+
_p_spaces
+
_pow_spaces
)
...
@@ -281,5 +253,4 @@ def testValueInserter(sp, seed):
...
@@ -281,5 +253,4 @@ def testValueInserter(sp, seed):
ind
.
append
(
0
)
ind
.
append
(
0
)
else
:
else
:
ind
.
append
(
np
.
random
.
randint
(
0
,
ss
-
1
))
ind
.
append
(
np
.
random
.
randint
(
0
,
ss
-
1
))
op
=
ift
.
ValueInserter
(
sp
,
ind
)
_check_repr
(
ift
.
ValueInserter
(
sp
,
ind
))
print
(
op
)
This diff is collapsed.
Click to expand it.
Preview
0%
Loading
Try again
or
attach a new file
.
Cancel
You are about to add
0
people
to the discussion. Proceed with caution.
Finish editing this message first!
Save comment
Cancel
Please
register
or
sign in
to comment