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54166c03
编写于
6月 18, 2020
作者:
M
MRXLT
浏览文件
操作
浏览文件
下载
电子邮件补丁
差异文件
add switch for client
上级
b0b72230
变更
3
隐藏空白更改
内联
并排
Showing
3 changed file
with
101 addition
and
61 deletion
+101
-61
python/paddle_serving_client/__init__.py
python/paddle_serving_client/__init__.py
+20
-10
python/paddle_serving_server/serve.py
python/paddle_serving_server/serve.py
+70
-41
python/paddle_serving_server/web_service.py
python/paddle_serving_server/web_service.py
+11
-10
未找到文件。
python/paddle_serving_client/__init__.py
浏览文件 @
54166c03
...
...
@@ -13,16 +13,19 @@
# limitations under the License.
# pylint: disable=doc-string-missing
import
paddle_serving_client
import
os
from
.proto
import
sdk_configure_pb2
as
sdk
from
.proto
import
general_model_config_pb2
as
m_config
import
google.protobuf.text_format
import
numpy
as
np
import
time
import
sys
import
requests
import
json
import
base64
import
numpy
as
np
import
paddle_serving_client
import
google.protobuf.text_format
import
grpc
from
.proto
import
sdk_configure_pb2
as
sdk
from
.proto
import
general_model_config_pb2
as
m_config
from
.proto
import
multi_lang_general_model_service_pb2
sys
.
path
.
append
(
os
.
path
.
join
(
os
.
path
.
abspath
(
os
.
path
.
dirname
(
__file__
)),
'proto'
))
...
...
@@ -158,6 +161,7 @@ class Client(object):
self
.
fetch_names_to_idx_
=
{}
self
.
lod_tensor_set
=
set
()
self
.
feed_tensor_len
=
{}
self
.
key
=
None
for
i
,
var
in
enumerate
(
model_conf
.
feed_var
):
self
.
feed_names_to_idx_
[
var
.
alias_name
]
=
i
...
...
@@ -190,10 +194,15 @@ class Client(object):
else
:
self
.
rpc_timeout_ms
=
rpc_timeout
def
use_key
(
self
,
key_filename
):
with
open
(
key_filename
,
"r"
)
as
f
:
self
.
key
=
f
.
read
()
def
get_serving_port
(
self
,
endpoints
):
import
requests
import
json
req
=
json
.
dumps
({})
if
self
.
key
is
not
None
:
req
=
json
.
dumps
({
"key"
:
base64
.
b64encode
(
self
.
key
)})
else
:
req
=
json
.
dumps
({})
r
=
requests
.
post
(
"http://"
+
endpoints
[
0
],
req
)
result
=
r
.
json
()
print
(
result
)
...
...
@@ -206,7 +215,7 @@ class Client(object):
]
return
endpoints
def
connect
(
self
,
endpoints
=
None
):
def
connect
(
self
,
endpoints
=
None
,
encryption
=
False
):
# check whether current endpoint is available
# init from client config
# create predictor here
...
...
@@ -216,7 +225,8 @@ class Client(object):
"You must set the endpoints parameter or use add_variant function to create a variant."
)
else
:
endpoints
=
self
.
get_serving_port
(
endpoints
)
if
encryption
:
endpoints
=
self
.
get_serving_port
(
endpoints
)
if
self
.
predictor_sdk_
is
None
:
self
.
add_variant
(
'default_tag_{}'
.
format
(
id
(
self
)),
endpoints
,
100
)
...
...
python/paddle_serving_server/serve.py
浏览文件 @
54166c03
...
...
@@ -18,11 +18,13 @@ Usage:
python -m paddle_serving_server.serve --model ./serving_server_model --port 9292
"""
import
argparse
from
web_service
import
WebService
import
sys
import
json
import
base64
from
multiprocessing
import
Process
from
web_service
import
WebService
,
port_is_available
from
flask
import
Flask
,
request
from
BaseHTTPServer
import
BaseHTTPRequestHandler
,
HTTPServer
import
json
import
subprocess
def
parse_args
():
# pylint: disable=doc-string-missing
...
...
@@ -64,11 +66,11 @@ def parse_args(): # pylint: disable=doc-string-missing
return
parser
.
parse_args
()
def
start_standard_model
():
# pylint: disable=doc-string-missing
def
start_standard_model
(
serving_port
):
# pylint: disable=doc-string-missing
args
=
parse_args
()
thread_num
=
args
.
thread
model
=
args
.
model
port
=
args
.
port
port
=
serving_
port
workdir
=
args
.
workdir
device
=
args
.
device
mem_optim
=
args
.
mem_optim
...
...
@@ -107,9 +109,70 @@ def start_standard_model(): # pylint: disable=doc-string-missing
server
.
run_server
()
def
start_serving
():
class
MainService
(
BaseHTTPRequestHandler
):
def
get_available_port
(
self
):
default_port
=
12000
for
i
in
range
(
1000
):
if
port_is_available
(
default_port
+
i
):
return
default_port
+
i
def
start_serving
(
self
):
start_standard_model
(
serving_port
)
def
get_key
(
self
,
post_data
):
if
"key"
not
in
post_data
:
return
False
else
:
key
=
base64
.
b64decode
(
post_data
[
"key"
])
with
open
(
args
.
model
+
"/key"
,
"w"
)
as
f
:
f
.
write
(
key
)
return
True
def
start
(
self
,
post_data
):
post_data
=
json
.
loads
(
post_data
)
global
p_flag
if
not
p_flag
:
if
args
.
use_encryption_model
:
print
(
"waiting key for model"
)
if
not
self
.
get_key
(
post_data
):
print
(
"not found key in request"
)
return
False
global
serving_port
serving_port
=
self
.
get_available_port
()
p
=
Process
(
target
=
self
.
start_serving
)
p
.
start
()
p_flag
=
True
else
:
if
not
p
.
is_alive
():
return
False
return
True
def
do_POST
(
self
):
content_length
=
int
(
self
.
headers
[
'Content-Length'
])
post_data
=
self
.
rfile
.
read
(
content_length
)
if
self
.
start
(
post_data
):
response
=
{
"endpoint_list"
:
[
serving_port
]}
else
:
response
=
{
"message"
:
"start serving failed"
}
self
.
send_response
(
200
)
self
.
send_header
(
'Content-type'
,
'application/json'
)
self
.
end_headers
()
self
.
wfile
.
write
(
json
.
dumps
(
response
))
if
__name__
==
"__main__"
:
args
=
parse_args
()
if
args
.
name
==
"None"
:
start_standard_model
()
if
args
.
use_encryption_model
:
p_flag
=
False
serving_port
=
0
server
=
HTTPServer
((
'localhost'
,
int
(
args
.
port
)),
MainService
)
print
(
'Starting encryption server, waiting for key from client, use <Ctrl-C> to stop'
)
server
.
serve_forever
()
else
:
start_standard_model
(
args
.
port
)
else
:
service
=
WebService
(
name
=
args
.
name
)
service
.
load_model_config
(
args
.
model
)
...
...
@@ -133,37 +196,3 @@ def start_serving():
port
=
service
.
port
,
threaded
=
False
,
processes
=
4
)
class
MainService
(
BaseHTTPRequestHandler
):
def
start
(
self
):
global
p_flag
print
(
p_flag
)
if
not
p_flag
:
from
multiprocessing
import
Process
p
=
Process
(
target
=
start_serving
)
p
.
start
()
p_flag
=
True
else
:
pass
return
True
def
do_POST
(
self
):
content_length
=
int
(
self
.
headers
[
'Content-Length'
])
post_data
=
self
.
rfile
.
read
(
content_length
)
if
self
.
start
():
response
=
{
"endpoint_list"
:
[
args
.
port
]}
else
:
response
=
{
"message"
:
"start serving failed"
}
self
.
send_response
(
200
)
self
.
send_header
(
'Content-type'
,
'application/json'
)
self
.
end_headers
()
self
.
wfile
.
write
(
json
.
dumps
(
response
))
if
__name__
==
"__main__"
:
p_flag
=
False
args
=
parse_args
()
server
=
HTTPServer
((
'localhost'
,
8080
),
MainService
)
print
(
'Starting server, use <Ctrl-C> to stop'
)
server
.
serve_forever
()
python/paddle_serving_server/web_service.py
浏览文件 @
54166c03
...
...
@@ -22,6 +22,16 @@ from contextlib import closing
import
socket
def
port_is_available
(
port
):
with
closing
(
socket
.
socket
(
socket
.
AF_INET
,
socket
.
SOCK_STREAM
))
as
sock
:
sock
.
settimeout
(
2
)
result
=
sock
.
connect_ex
((
'0.0.0.0'
,
port
))
if
result
!=
0
:
return
True
else
:
return
False
class
WebService
(
object
):
def
__init__
(
self
,
name
=
"default_service"
):
self
.
name
=
name
...
...
@@ -46,15 +56,6 @@ class WebService(object):
workdir
=
self
.
workdir
,
port
=
self
.
port_list
[
0
],
device
=
self
.
device
)
server
.
run_server
()
def
port_is_available
(
self
,
port
):
with
closing
(
socket
.
socket
(
socket
.
AF_INET
,
socket
.
SOCK_STREAM
))
as
sock
:
sock
.
settimeout
(
2
)
result
=
sock
.
connect_ex
((
'0.0.0.0'
,
port
))
if
result
!=
0
:
return
True
else
:
return
False
def
prepare_server
(
self
,
workdir
=
""
,
port
=
9393
,
device
=
"cpu"
):
self
.
workdir
=
workdir
self
.
port
=
port
...
...
@@ -62,7 +63,7 @@ class WebService(object):
default_port
=
12000
self
.
port_list
=
[]
for
i
in
range
(
1000
):
if
self
.
port_is_available
(
default_port
+
i
):
if
port_is_available
(
default_port
+
i
):
self
.
port_list
.
append
(
default_port
+
i
)
break
...
...
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