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machine-learning
MLAir
Commits
699228d9
Commit
699228d9
authored
5 years ago
by
Felix Kleinert
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#87
update multiply extremes and tests
parent
00acb7bd
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3 merge requests
!90
WIP: new release update
,
!89
Resolve "release branch / CI on gpu"
,
!82
Felix issue087 bug multiply extreme none check
Changes
2
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2 changed files
src/data_handling/data_preparation.py
+6
-0
6 additions, 0 deletions
src/data_handling/data_preparation.py
test/test_data_handling/test_data_preparation.py
+14
-0
14 additions, 0 deletions
test/test_data_handling/test_data_preparation.py
with
20 additions
and
0 deletions
src/data_handling/data_preparation.py
+
6
−
0
View file @
699228d9
...
@@ -447,6 +447,12 @@ class DataPrep(object):
...
@@ -447,6 +447,12 @@ class DataPrep(object):
if True only extract values larger than extreme_values
if True only extract values larger than extreme_values
:param timedelta: used as arguments for np.timedelta in order to mark extreme values on datetime
:param timedelta: used as arguments for np.timedelta in order to mark extreme values on datetime
"""
"""
# check if labels or history is None
if
(
self
.
label
is
None
)
or
(
self
.
history
is
None
):
logging
.
debug
(
f
"
{
self
.
station
}
has `None
'
labels, skip multiply extremes
"
)
return
# check type if inputs
# check type if inputs
extreme_values
=
helpers
.
to_list
(
extreme_values
)
extreme_values
=
helpers
.
to_list
(
extreme_values
)
for
i
in
extreme_values
:
for
i
in
extreme_values
:
...
...
This diff is collapsed.
Click to expand it.
test/test_data_handling/test_data_preparation.py
+
14
−
0
View file @
699228d9
...
@@ -445,6 +445,20 @@ class TestDataPrep:
...
@@ -445,6 +445,20 @@ class TestDataPrep:
assert
upsampled
.
shape
[
2
]
==
sum
([
f
(
orig
,
gt
,
1
),
f
(
orig
,
gt
,
2
)])
assert
upsampled
.
shape
[
2
]
==
sum
([
f
(
orig
,
gt
,
1
),
f
(
orig
,
gt
,
2
)])
assert
f
(
upsampled
,
lt
,
-
1
)
==
0
assert
f
(
upsampled
,
lt
,
-
1
)
==
0
def
test_multiply_extremes_none_label
(
self
,
data
):
data
.
transform
(
"
datetime
"
)
data
.
make_history_window
(
"
variables
"
,
3
,
"
datetime
"
)
# data.make_labels("variables", "o3", "datetime", 2)
data
.
label
=
None
assert
data
.
multiply_extremes
([
1
],
extremes_on_right_tail_only
=
False
)
is
None
def
test_multiply_extremes_none_history
(
self
,
data
):
data
.
transform
(
"
datetime
"
)
data
.
make_history_window
(
"
variables
"
,
3
,
"
datetime
"
)
# data.make_labels("variables", "o3", "datetime", 2)
data
.
label
=
None
assert
data
.
multiply_extremes
([
1
],
extremes_on_right_tail_only
=
False
)
is
None
def
test_get_extremes_history
(
self
,
data
):
def
test_get_extremes_history
(
self
,
data
):
data
.
transform
(
"
datetime
"
)
data
.
transform
(
"
datetime
"
)
data
.
make_history_window
(
"
variables
"
,
3
,
"
datetime
"
)
data
.
make_history_window
(
"
variables
"
,
3
,
"
datetime
"
)
...
...
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