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e82e6805
编写于
3月 27, 2020
作者:
B
barrierye
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add ftp monitor
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python/paddle_serving_server/monitor.py
python/paddle_serving_server/monitor.py
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python/paddle_serving_server/monitor.py
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"""
Usage:
Start monitor with one line command
Example:
python -m paddle_serving_server.monitor
"""
import
os
import
time
import
argparse
class
Monitor
(
object
):
def
__init__
(
self
,
interval
):
self
.
_remote_path
=
None
self
.
_remote_model_name
=
None
self
.
_remote_donefile_name
=
None
self
.
_local_path
=
None
self
.
_local_model_name
=
None
self
.
_local_donefile_name
=
None
self
.
_interval
=
interval
self
.
_remote_donefile_timestamp
=
None
self
.
_local_tmp_dir
=
None
def
set_remote_path
(
self
,
remote_path
):
self
.
_remote_path
=
remote_path
def
set_remote_model_name
(
self
,
model_name
):
self
.
_remote_model_name
=
model_name
def
set_remote_donefile_name
(
self
,
donefile_name
):
self
.
_remote_donefile_name
=
donefile_name
def
set_local_path
(
self
,
local_path
):
self
.
_local_path
=
local_path
def
set_local_model_name
(
self
,
model_name
):
self
.
_local_model_name
=
model_name
def
set_local_donefile_name
(
self
,
donefile_name
):
self
.
_local_donefile_name
=
donefile_name
def
set_local_tmp_dir
(
self
,
tmp_dir
):
self
.
_local_tmp_dir
=
tmp_dir
def
_check_params
(
self
):
if
self
.
_remote_path
is
None
:
raise
Exception
(
'remote_path not set.'
)
if
self
.
_remote_model_name
is
None
:
raise
Exception
(
'remote_model_name not set.'
)
if
self
.
_remote_donefile_name
is
None
:
raise
Exception
(
'remote_donefile_name not set.'
)
if
self
.
_local_model_name
is
None
:
raise
Exception
(
'local_model_name not set.'
)
if
self
.
_local_path
is
None
:
raise
Exception
(
'local_path not set.'
)
if
self
.
_local_donefile_name
is
None
:
raise
Exception
(
'local_donefile_name not set.'
)
if
self
.
_local_tmp_dir
is
None
:
raise
Exception
(
'local_tmp_dir not set.'
)
def
run
(
self
):
self
.
_check_params
()
if
not
os
.
path
.
exists
(
self
.
_local_tmp_dir
):
os
.
makedirs
(
self
.
_local_tmp_dir
)
while
True
:
[
flag
,
timestamp
]
=
self
.
_exist_remote_donefile
()
if
flag
:
if
self
.
_remote_donefile_timestamp
is
None
or
\
timestamp
!=
self
.
_remote_donefile_timestamp
:
self
.
_remote_donefile_timestamp
=
timestamp
self
.
_pull_remote_model
()
print
(
'[INFO] pull remote model'
)
self
.
_update_local_model
()
print
(
'[INFO] update model'
)
self
.
_update_local_donefile
()
print
(
'[INFO] update local donefile'
)
else
:
print
(
'[INFO] no donefile.'
)
print
(
'[INFO] sleep {}s'
.
format
(
self
.
_interval
))
time
.
sleep
(
self
.
_interval
)
def
_exist_remote_donefile
(
self
):
raise
Exception
(
'This function must be inherited.'
)
def
_pull_remote_model
(
self
):
raise
Exception
(
'This function must be inherited.'
)
def
_update_local_model
(
self
):
raise
Exception
(
'This function must be inherited.'
)
def
_update_local_donefile
(
self
):
raise
Exception
(
'This function must be inherited.'
)
class
FTPMonitor
(
Monitor
):
def
__init__
(
self
,
ftp_ip
,
ftp_port
,
username
=
""
,
password
=
""
,
interval
=
10
):
import
ftplib
super
(
FTPMonitor
,
self
).
__init__
(
interval
)
self
.
_ftp_ip
=
ftp_ip
self
.
_ftp_port
=
ftp_port
self
.
_ftp
=
ftplib
.
FTP
()
self
.
_connect
(
ftp_ip
,
ftp_port
,
username
,
password
)
def
_connect
(
self
,
ftp_ip
,
ftp_port
,
username
,
password
):
self
.
_ftp
.
connect
(
ftp_ip
,
ftp_port
)
self
.
_ftp
.
login
(
username
,
password
)
def
_exist_remote_donefile
(
self
):
try
:
donefile_path
=
'{}/{}'
.
format
(
self
.
_remote_path
,
self
.
_remote_donefile_name
)
timestamp
=
self
.
_ftp
.
voidcmd
(
'MDTM {}'
.
format
(
donefile_path
))[
4
:].
strip
()
return
[
True
,
timestamp
]
except
ftplib
.
error_perm
:
return
[
False
,
None
]
def
_pull_remote_model
(
self
):
cmd
=
'wget -nH -r -P {} ftp://{}:{}/{}/{} &> /dev/null'
.
format
(
self
.
_local_tmp_dir
,
self
.
_ftp_ip
,
self
.
_ftp_port
,
self
.
_remote_path
,
self
.
_remote_model_name
)
if
os
.
system
(
cmd
)
!=
0
:
raise
Exception
(
'pull remote model failed.'
)
def
_update_local_model
(
self
):
cmd
=
'cp -r {}/{}/* {}/{}'
.
format
(
self
.
_local_tmp_dir
,
self
.
_remote_model_name
,
self
.
_local_path
,
self
.
_local_model_name
)
if
os
.
system
(
cmd
)
!=
0
:
raise
Exception
(
'update local model failed.'
)
def
_update_local_donefile
(
self
):
cmd
=
'touch {}/{}/{}'
.
format
(
self
.
_local_path
,
self
.
_local_model_name
,
self
.
_local_donefile_name
)
if
os
.
system
(
cmd
)
!=
0
:
raise
Exception
(
'update local donefile failed.'
)
def
parse_args
():
parser
=
argparse
.
ArgumentParser
(
description
=
"Monitor"
)
parser
.
add_argument
(
"--type"
,
type
=
str
,
required
=
True
,
help
=
"Type of remote server"
)
parser
.
add_argument
(
"--remote_path"
,
type
=
str
,
required
=
True
,
help
=
"Remote path"
)
parser
.
add_argument
(
"--remote_model_name"
,
type
=
str
,
required
=
True
,
help
=
"Remote model name"
)
parser
.
add_argument
(
"--remote_donefile_name"
,
type
=
str
,
required
=
True
,
help
=
"Remote donefile name"
)
parser
.
add_argument
(
"--local_path"
,
type
=
str
,
required
=
True
,
help
=
"Local path"
)
parser
.
add_argument
(
"--local_model_name"
,
type
=
str
,
required
=
True
,
help
=
"Local model name"
)
parser
.
add_argument
(
"--local_donefile_name"
,
type
=
str
,
required
=
True
,
help
=
"Local donfile name(fluid_time_file in model file)"
)
parser
.
add_argument
(
"--local_tmp_dir"
,
type
=
str
,
default
=
'tmp'
,
help
=
"Local tmp dir"
)
parser
.
add_argument
(
"--interval"
,
type
=
int
,
default
=
10
,
help
=
"Time interval"
)
parser
.
add_argument
(
"--ftp_ip"
,
type
=
str
,
help
=
"Ip the ftp"
)
parser
.
add_argument
(
"--ftp_port"
,
type
=
int
,
help
=
"Port the ftp"
)
return
parser
.
parse_args
()
def
start_ftp_monitor
():
args
=
parse_args
()
obj
=
FTPMonitor
(
args
.
ftp_ip
,
args
.
ftp_port
,
interval
=
args
.
interval
)
obj
.
set_remote_path
(
args
.
remote_path
)
obj
.
set_remote_model_name
(
args
.
remote_model_name
)
obj
.
set_remote_donefile_name
(
args
.
remote_donefile_name
)
obj
.
set_local_path
(
args
.
local_path
)
obj
.
set_local_model_name
(
args
.
local_model_name
)
obj
.
set_local_donefile_name
(
args
.
local_donefile_name
)
obj
.
set_local_tmp_dir
(
args
.
local_tmp_dir
)
obj
.
run
()
if
__name__
==
"__main__"
:
args
=
parse_args
()
if
args
.
type
==
'ftp'
:
start_ftp_monitor
()
else
:
raise
Exception
(
'unsupport type.'
)
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