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rdm-software
SaQC
Commits
6eb62c11
Commit
6eb62c11
authored
5 years ago
by
Bert Palm
🎇
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Plain Diff
reordered flagger methods
parent
8eae6ff6
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Changes
2
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2 changed files
saqc/flagger/baseflagger.py
+40
-39
40 additions, 39 deletions
saqc/flagger/baseflagger.py
saqc/flagger/dmpflagger.py
+17
-17
17 additions, 17 deletions
saqc/flagger/dmpflagger.py
with
57 additions
and
56 deletions
saqc/flagger/baseflagger.py
+
40
−
39
View file @
6eb62c11
...
...
@@ -12,11 +12,12 @@ from ..lib.types import PandasLike, ArrayLike, T
COMPARATOR_MAP
=
{
"
==
"
:
op
.
eq
,
"
>=
"
:
op
.
ge
,
"
>
"
:
op
.
gt
,
"
>
"
:
op
.
gt
,
"
<=
"
:
op
.
le
,
"
<
"
:
op
.
lt
,
"
<
"
:
op
.
lt
,
}
class
Flags
(
pd
.
CategoricalDtype
):
def
__init__
(
self
,
flags
):
# NOTE: all flag schemes need to support
...
...
@@ -47,6 +48,27 @@ class BaseFlagger:
def
__init__
(
self
,
flags
):
self
.
flags
=
Flags
(
flags
)
def
initFlags
(
self
,
data
:
pd
.
DataFrame
)
->
pd
.
DataFrame
:
if
isinstance
(
data
,
pd
.
Series
):
out
=
pd
.
Series
(
data
=
self
.
flags
[
0
],
index
=
data
.
index
,
name
=
data
.
name
)
if
isinstance
(
data
,
pd
.
DataFrame
):
out
=
pd
.
DataFrame
(
data
=
self
.
flags
[
0
],
index
=
data
.
index
,
columns
=
data
.
columns
)
# NOTE:
# astype conversion of return Dataframe performed
# seperately, because pd.DataFrame(..., dtype=self.flags)
# wont give you categorical flag objects
return
out
.
astype
(
self
.
flags
)
def
isFlagged
(
self
,
flags
:
ArrayLike
,
flag
:
T
=
None
,
comparator
:
str
=
"
>
"
)
->
ArrayLike
:
cp
=
COMPARATOR_MAP
[
comparator
]
if
flag
is
None
:
flag
=
self
.
GOOD
return
pd
.
notnull
(
flags
)
&
cp
(
flags
,
self
.
_checkFlag
(
flag
))
def
getFlags
(
self
,
flags
):
return
flags
def
setFlag
(
self
,
flags
:
PandasLike
,
flag
:
Optional
[
T
]
=
None
,
**
kwargs
:
Any
)
->
np
.
ndarray
:
flag
=
self
.
BAD
if
flag
is
None
else
self
.
_checkFlag
(
flag
)
flags
=
flags
.
copy
()
...
...
@@ -70,43 +92,6 @@ class BaseFlagger:
flags
[:]
=
self
.
UNFLAGGED
return
flags
@property
def
UNFLAGGED
(
self
):
return
self
.
flags
.
unflagged
()
@property
def
GOOD
(
self
):
return
self
.
flags
.
good
()
@property
def
BAD
(
self
):
return
self
.
flags
.
bad
()
@property
def
SUSPICIOUS
(
self
):
return
self
.
flags
.
suspicious
()
def
initFlags
(
self
,
data
:
pd
.
DataFrame
)
->
pd
.
DataFrame
:
if
isinstance
(
data
,
pd
.
Series
):
data
=
data
.
to_frame
(
name
=
data
.
name
)
if
isinstance
(
data
,
pd
.
DataFrame
):
out
=
pd
.
DataFrame
(
data
=
self
.
flags
[
0
],
index
=
data
.
index
,
columns
=
data
.
columns
)
# NOTE:
# astype conversion of return Dataframe performed
# seperately, because pd.DataFrame(..., dtype=self.flags)
# wont give you categorical flag objects
return
out
.
astype
(
self
.
flags
)
def
isFlagged
(
self
,
flags
:
ArrayLike
,
flag
:
T
=
None
,
comparator
:
str
=
"
>
"
)
->
ArrayLike
:
cp
=
COMPARATOR_MAP
[
comparator
]
if
flag
is
None
:
flag
=
self
.
GOOD
return
pd
.
notnull
(
flags
)
&
cp
(
flags
,
self
.
_checkFlag
(
flag
))
def
getFlags
(
self
,
flags
):
return
flags
def
_checkFlag
(
self
,
flag
):
if
isinstance
(
flag
,
pd
.
Series
):
if
flag
.
dtype
!=
self
.
flags
:
...
...
@@ -122,3 +107,19 @@ class BaseFlagger:
def
nextTest
(
self
):
pass
@property
def
UNFLAGGED
(
self
):
return
self
.
flags
.
unflagged
()
@property
def
GOOD
(
self
):
return
self
.
flags
.
good
()
@property
def
BAD
(
self
):
return
self
.
flags
.
bad
()
@property
def
SUSPICIOUS
(
self
):
return
self
.
flags
.
suspicious
()
This diff is collapsed.
Click to expand it.
saqc/flagger/dmpflagger.py
+
17
−
17
View file @
6eb62c11
...
...
@@ -51,6 +51,23 @@ class DmpFlagger(BaseFlagger):
return
out
.
astype
(
{
c
:
self
.
flags
for
c
in
out
.
columns
if
FlagFields
.
FLAG
in
c
})
def
isFlagged
(
self
,
flags
,
flag
=
None
,
comparator
=
"
>
"
):
flagcol
=
self
.
getFlags
(
flags
)
return
super
().
isFlagged
(
flagcol
,
flag
,
comparator
)
def
getFlags
(
self
,
flags
):
if
isinstance
(
flags
,
pd
.
Series
):
return
super
().
getFlags
(
flags
)
elif
isinstance
(
flags
,
pd
.
DataFrame
):
if
isinstance
(
flags
.
columns
,
pd
.
MultiIndex
):
f
=
flags
.
xs
(
FlagFields
.
FLAG
,
level
=
ColumnLevels
.
FLAGS
,
axis
=
1
)
else
:
f
=
flags
.
loc
[:,
FlagFields
.
FLAG
]
else
:
raise
TypeError
(
flags
)
return
f
.
squeeze
()
def
setFlag
(
self
,
flags
,
flag
=
None
,
cause
=
""
,
comment
=
""
,
**
kwargs
):
if
not
isinstance
(
flags
,
pd
.
DataFrame
):
...
...
@@ -77,23 +94,6 @@ class DmpFlagger(BaseFlagger):
flags
.
loc
[:,
self
.
flag_fields
]
=
self
.
UNFLAGGED
,
""
,
""
return
flags
.
values
def
isFlagged
(
self
,
flags
,
flag
=
None
,
comparator
=
"
>
"
):
flagcol
=
self
.
getFlags
(
flags
)
return
super
().
isFlagged
(
flagcol
,
flag
,
comparator
)
def
getFlags
(
self
,
flags
):
if
isinstance
(
flags
,
pd
.
Series
):
return
super
().
getFlags
(
flags
)
elif
isinstance
(
flags
,
pd
.
DataFrame
):
if
isinstance
(
flags
.
columns
,
pd
.
MultiIndex
):
f
=
flags
.
xs
(
FlagFields
.
FLAG
,
level
=
ColumnLevels
.
FLAGS
,
axis
=
1
)
else
:
f
=
flags
.
loc
[:,
FlagFields
.
FLAG
]
else
:
raise
TypeError
(
flags
)
return
f
.
squeeze
()
def
_reduceColumns
(
self
,
flags
):
if
set
(
flags
.
columns
)
==
set
(
self
.
flag_fields
):
pass
...
...
This diff is collapsed.
Click to expand it.
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