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Packages
signaturizer
Commits
955de833
Commit
955de833
authored
Jul 02, 2020
by
Martino Bertoni
🌋
Browse files
updated unittests
parent
d70c1698
Changes
2
Hide whitespace changes
Inline
Side-by-side
tests/test_exporter.py
View file @
955de833
...
...
@@ -18,6 +18,7 @@ class TestSignaturizer(unittest.TestCase):
if
os
.
path
.
exists
(
self
.
tmp_dir
):
shutil
.
rmtree
(
self
.
tmp_dir
)
os
.
mkdir
(
self
.
tmp_dir
)
os
.
mkdir
(
os
.
path
.
join
(
self
.
tmp_dir
,
'vXXX'
))
self
.
cwd
=
os
.
getcwd
()
os
.
chdir
(
self
.
tmp_dir
)
self
.
server_port
=
start_http_server
()
...
...
@@ -51,21 +52,22 @@ class TestSignaturizer(unittest.TestCase):
pred_ref
=
DataSignature
(
tmp_pred_ref
)[:]
# export smilespred
version
=
'vXXX'
module_file
=
'dest_smilespred.tar.gz'
module_destination
=
os
.
path
.
join
(
self
.
tmp_dir
,
module_file
)
self
.
tmp_dir
,
version
,
module_file
)
tmp_path_smilespred
=
os
.
path
.
join
(
self
.
tmp_dir
,
'export_smilespred'
)
export_smilespred
(
os
.
path
.
join
(
s3
.
model_path
,
'smiles_final'
),
module_destination
,
tmp_path
=
tmp_path_smilespred
,
clear_tmp
=
False
)
# test intermediate step
module
=
Signaturizer
(
tmp_path_smilespred
)
module
=
Signaturizer
(
tmp_path_smilespred
,
local
=
True
)
res
=
module
.
predict
(
self
.
test_smiles
)
pred
=
res
.
signature
[:]
self
.
assertEqual
(
pred_ref
.
tolist
(),
pred
.
tolist
())
# test final step
base_url
=
"http://localhost:%d/"
%
(
self
.
server_port
)
module
=
Signaturizer
(
module_file
,
base_url
=
base_url
)
module
=
Signaturizer
(
module_file
,
base_url
=
base_url
,
version
=
version
)
res
=
module
.
predict
(
self
.
test_smiles
)
pred
=
res
.
signature
[:]
self
.
assertEqual
(
pred_ref
.
tolist
(),
pred
.
tolist
())
...
...
@@ -78,12 +80,12 @@ class TestSignaturizer(unittest.TestCase):
tmp_path_smilespred
,
module_destination
,
tmp_path
=
tmp_path_savedmodel
,
clear_tmp
=
False
)
# test intermediate step
module
=
Signaturizer
(
tmp_path_savedmodel
)
module
=
Signaturizer
(
tmp_path_savedmodel
,
local
=
True
)
res
=
module
.
predict
(
self
.
test_smiles
)
pred
=
res
.
signature
[:]
self
.
assertEqual
(
pred_ref
.
tolist
(),
pred
.
tolist
())
# test final step
module
=
Signaturizer
(
module_file
,
base_url
=
base_url
)
module
=
Signaturizer
(
module_file
,
base_url
=
base_url
,
version
=
version
)
res
=
module
.
predict
(
self
.
test_smiles
)
pred
=
res
.
signature
[:]
self
.
assertEqual
(
pred_ref
.
tolist
(),
pred
.
tolist
())
tests/test_signaturizer.py
View file @
955de833
...
...
@@ -36,7 +36,7 @@ class TestSignaturizer(unittest.TestCase):
pred_ref
=
pickle
.
load
(
open
(
ref_file
,
'rb'
))
# load module and predict
module_dir
=
os
.
path
.
join
(
self
.
data_dir
,
'B1'
)
module
=
Signaturizer
(
module_dir
)
module
=
Signaturizer
(
module_dir
,
local
=
True
)
res
=
module
.
predict
(
self
.
test_smiles
)
self
.
assertEqual
(
pred_ref
.
tolist
(),
res
.
signature
.
tolist
())
# test saving to file
...
...
@@ -60,16 +60,16 @@ class TestSignaturizer(unittest.TestCase):
B1_path
=
os
.
path
.
join
(
self
.
data_dir
,
'B1'
)
module_dirs
.
append
(
A1_path
)
module_dirs
.
append
(
B1_path
)
module_A1B1
=
Signaturizer
(
module_dirs
)
module_A1B1
=
Signaturizer
(
module_dirs
,
local
=
True
)
res_A1B1
=
module_A1B1
.
predict
(
self
.
test_smiles
)
self
.
assertEqual
(
res_A1B1
.
signature
.
shape
[
0
],
2
)
self
.
assertEqual
(
res_A1B1
.
signature
.
shape
[
1
],
128
*
2
)
module_A1
=
Signaturizer
(
A1_path
)
module_A1
=
Signaturizer
(
A1_path
,
local
=
True
)
res_A1
=
module_A1
.
predict
(
self
.
test_smiles
)
self
.
assertEqual
(
res_A1B1
.
signature
[:,
:
128
].
tolist
(),
res_A1
.
signature
.
tolist
())
module_B1
=
Signaturizer
(
B1_path
)
module_B1
=
Signaturizer
(
B1_path
,
local
=
True
)
res_B1
=
module_B1
.
predict
(
self
.
test_smiles
)
self
.
assertEqual
(
res_A1B1
.
signature
[:,
128
:].
tolist
(),
res_B1
.
signature
.
tolist
())
...
...
@@ -82,7 +82,7 @@ class TestSignaturizer(unittest.TestCase):
for
comp
in
res
.
signature
[
2
]:
self
.
assertFalse
(
math
.
isnan
(
comp
))
def
test_predict_global
(
self
):
def
test_predict_global
_remote
(
self
):
module
=
Signaturizer
(
'GLOBAL'
)
res
=
module
.
predict
(
self
.
test_smiles
)
self
.
assertEqual
(
res
.
signature
.
shape
[
0
],
2
)
...
...
@@ -90,7 +90,7 @@ class TestSignaturizer(unittest.TestCase):
def
test_overwrite
(
self
):
module_dir
=
os
.
path
.
join
(
self
.
data_dir
,
'B1'
)
module
=
Signaturizer
(
module_dir
)
module
=
Signaturizer
(
module_dir
,
local
=
True
)
destination
=
os
.
path
.
join
(
self
.
tmp_dir
,
'pred.h5'
)
module
.
predict
(
self
.
test_smiles
,
destination
)
# repeating writing will result in an exception
...
...
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