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machine-learning
MLAir
Commits
5232769e
Commit
5232769e
authored
5 years ago
by
lukas leufen
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enhance logger class
parent
d7b2daa5
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3 merge requests
!90
WIP: new release update
,
!89
Resolve "release branch / CI on gpu"
,
!74
Resolve "Write logfile"
Pipeline
#32096
passed
5 years ago
Stage: test
Stage: pages
Stage: deploy
Changes
1
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1 changed file
src/helpers.py
+44
-16
44 additions, 16 deletions
src/helpers.py
with
44 additions
and
16 deletions
src/helpers.py
+
44
−
16
View file @
5232769e
...
@@ -222,28 +222,56 @@ def dict_pop(dict_orig: Dict, pop_keys):
...
@@ -222,28 +222,56 @@ def dict_pop(dict_orig: Dict, pop_keys):
class
Logger
:
class
Logger
:
"""
Basic logger class to unify all logging outputs. Logs are saved in local file and returned to std output. In default
settings, logging level of file logger is DEBUG, logging level of stream logger is INFO. Class must be imported
and initialised in starting script, all subscripts should log with logging.info(), debug, ...
"""
def
__init__
(
self
,
log_path
=
None
):
def
__init__
(
self
,
log_path
=
None
,
level_file
=
logging
.
DEBUG
,
level_stream
=
logging
.
INFO
):
if
not
log_path
:
# define shared logger format
log_path
=
os
.
path
.
dirname
(
sys
.
modules
[
"
__main__
"
].
__file__
)
self
.
formatter
=
'
%(asctime)s - %(levelname)s: %(message)s [%(filename)s:%(funcName)s:%(lineno)s]
'
log_path
=
os
.
path
.
join
(
log_path
,
"
logging
"
)
if
not
os
.
path
.
exists
(
log_path
):
os
.
makedirs
(
log_path
)
runtime
=
time
.
strftime
(
"
%Y-%m-%d_%H-%M-%S
"
,
time
.
localtime
())
log_file
=
os
.
path
.
join
(
log_path
,
f
'
logging_
{
runtime
}
.log
'
)
formatter
=
'
%(asctime)s - %(levelname)s: %(message)s [%(filename)s:%(funcName)s:%(lineno)s]
'
# set log path
logging
.
basicConfig
(
level
=
logging
.
DEBUG
,
log_file
=
self
.
setup_logging_path
(
log_path
)
format
=
formatter
,
# set root logger as file handler
logging
.
basicConfig
(
level
=
level_file
,
format
=
self
.
formatter
,
filename
=
log_file
,
filename
=
log_file
,
filemode
=
'
a
'
)
filemode
=
'
a
'
)
# define a Handler which writes INFO messages or higher to the sys.stderr
# add stream handler to the root logger
logging
.
getLogger
(
''
).
addHandler
(
self
.
logger_console
(
level_stream
))
@staticmethod
def
setup_logging_path
(
path
:
str
=
None
):
"""
Check if given path exists and creates if not. If path is None, use path from main. The logging file is named
like `logging_<runtime>.log` where runtime=`%Y-%m-%d_%H-%M-%S` of current run.
:param path: path to logfile
:return: path of logfile
"""
if
not
path
:
# set default path
path
=
os
.
path
.
dirname
(
sys
.
modules
[
"
__main__
"
].
__file__
)
path
=
os
.
path
.
join
(
path
,
"
logging
"
)
if
not
os
.
path
.
exists
(
path
):
os
.
makedirs
(
path
)
runtime
=
time
.
strftime
(
"
%Y-%m-%d_%H-%M-%S
"
,
time
.
localtime
())
log_file
=
os
.
path
.
join
(
path
,
f
'
logging_
{
runtime
}
.log
'
)
return
log_file
def
logger_console
(
self
,
level
:
int
):
"""
Defines a stream handler which writes messages of given level or higher to std out
:param level: logging level as integer, e.g. logging.DEBUG or 10
:return: defines stream handler
"""
# define Handler
console
=
logging
.
StreamHandler
()
console
=
logging
.
StreamHandler
()
console
.
setLevel
(
logging
.
INFO
)
# set level of Handler
console
.
setLevel
(
level
)
# set a format which is simpler for console use
# set a format which is simpler for console use
formatter
=
logging
.
Formatter
(
formatter
)
formatter
=
logging
.
Formatter
(
self
.
formatter
)
# tell the handler to use this format
# tell the handler to use this format
console
.
setFormatter
(
formatter
)
console
.
setFormatter
(
formatter
)
# add the handler to the root logger
return
console
logging
.
getLogger
(
''
).
addHandler
(
console
)
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