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sampling_engine_standard_pod.py
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Thu, May 2, 17:26
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R6746 RationalROMPy
sampling_engine_standard_pod.py
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# Copyright (C) 2018 by the RROMPy authors
#
# This file is part of RROMPy.
#
# RROMPy is free software: you can redistribute it and/or modify
# it under the terms of the GNU Lesser General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# RROMPy is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU Lesser General Public License for more details.
#
# You should have received a copy of the GNU Lesser General Public License
# along with RROMPy. If not, see <http://www.gnu.org/licenses/>.
#
from
copy
import
deepcopy
as
copy
from
rrompy.sampling.base.pod_engine
import
PODEngine
from
.sampling_engine_standard
import
SamplingEngineStandard
from
rrompy.utilities.base.types
import
Np1D
,
paramVal
,
sampList
from
rrompy.utilities.base
import
verbosityManager
as
vbMng
from
rrompy.sampling
import
sampleList
__all__
=
[
'SamplingEngineStandardPOD'
]
class
SamplingEngineStandardPOD
(
SamplingEngineStandard
):
"""HERE"""
def
resetHistory
(
self
):
super
()
.
resetHistory
()
self
.
samples_full
=
None
self
.
RPOD
=
None
def
popSample
(
self
):
if
hasattr
(
self
,
"nsamples"
)
and
self
.
nsamples
>
1
:
self
.
RPOD
=
self
.
RPOD
[:
-
1
,
:
-
1
]
self
.
samples_full
.
pop
()
super
()
.
popSample
()
@property
def
HFEngine
(
self
):
"""Value of HFEngine. Its assignment resets history."""
return
self
.
_HFEngine
@HFEngine.setter
def
HFEngine
(
self
,
HFEngine
):
self
.
_HFEngine
=
HFEngine
self
.
resetHistory
()
self
.
PODEngine
=
PODEngine
(
self
.
_HFEngine
)
def
preprocesssamples
(
self
,
idxs
:
Np1D
)
->
sampList
:
if
self
.
samples_full
is
None
or
len
(
self
.
samples_full
)
==
0
:
return
return
self
.
samples_full
(
idxs
)
def
postprocessu
(
self
,
u
:
sampList
,
overwrite
:
bool
=
False
)
->
Np1D
:
ns
=
self
.
nsamples
if
overwrite
:
self
.
samples_full
[
ns
]
=
copy
(
u
)
else
:
if
ns
==
0
:
self
.
samples_full
=
sampleList
(
u
)
else
:
self
.
samples_full
.
append
(
u
)
return
u
def
postprocessuBulk
(
self
,
u
:
sampList
)
->
sampList
:
self
.
samples_full
=
copy
(
u
)
vbMng
(
self
,
"INIT"
,
"Starting orthogonalization."
,
10
)
u
,
self
.
RPOD
=
self
.
PODEngine
.
generalizedQR
(
self
.
samples_full
)
vbMng
(
self
,
"DEL"
,
"Done orthogonalizing."
,
10
)
return
u
def
lastSampleManagement
(
self
):
self
.
samples
=
self
.
postprocessuBulk
(
self
.
samples_full
)
def
preallocateSamples
(
self
,
u
:
Np1D
,
mu
:
paramVal
,
n
:
int
):
super
()
.
preallocateSamples
(
u
,
mu
,
n
)
self
.
samples_full
.
reset
((
u
.
shape
[
0
],
n
),
u
.
dtype
)
self
.
samples_full
[
0
]
=
u
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