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98f1cebd
编写于
11月 04, 2019
作者:
Y
Yucheng
提交者:
Dong Daxiang
11月 04, 2019
浏览文件
操作
浏览文件
下载
电子邮件补丁
差异文件
add sample code test under python3 and enabled multi-thread (#20950)
* test=develop
上级
394edd86
变更
2
显示空白变更内容
内联
并排
Showing
2 changed file
with
209 addition
and
495 deletion
+209
-495
paddle/scripts/paddle_build.sh
paddle/scripts/paddle_build.sh
+1
-2
tools/sampcd_processor.py
tools/sampcd_processor.py
+208
-493
未找到文件。
paddle/scripts/paddle_build.sh
浏览文件 @
98f1cebd
...
...
@@ -1002,8 +1002,7 @@ function build_document_preview() {
function
example
()
{
pip
install
${
PADDLE_ROOT
}
/build/python/dist/
*
.whl
paddle version
cp
${
PADDLE_ROOT
}
/tools/sampcd_processor.py
${
PADDLE_ROOT
}
/python/paddle/fluid
cd
${
PADDLE_ROOT
}
/python/paddle/fluid
cd
${
PADDLE_ROOT
}
/tools
python sampcd_processor.py cpu
if
[
"
$?
"
!=
"0"
]
;
then
echo
"Code instance execution failed"
...
...
tools/sampcd_processor.py
浏览文件 @
98f1cebd
# Copyright (c) 201
8
PaddlePaddle Authors. All Rights Reserved.
# Copyright (c) 201
9
PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
...
...
@@ -15,10 +15,24 @@
import
os
import
sys
import
subprocess
import
multiprocessing
import
math
import
platform
"""
please make sure to run in the tools path
usage: python sample_test.py {arg1} {arg2}
arg1: the first arg defined running in gpu version or cpu version
arg2: the second arg defined testing python2 or python3
for example, you can run cpu version python2 testing like this:
python sample_test.py cpu 2
"""
def
find_all
(
srcstr
,
substr
):
'''
"""
to find all desired substring in the source string
and return their starting indices as a list
...
...
@@ -29,23 +43,17 @@ def find_all(srcstr, substr):
Returns:
list: a list of the indices of the substrings
found
'''
"""
indices
=
[]
gotone
=
srcstr
.
find
(
substr
)
while
(
gotone
!=
-
1
):
indices
.
append
(
gotone
)
gotone
=
srcstr
.
find
(
substr
,
gotone
+
1
)
return
indices
def
check_indent
(
cdline
):
'''
"""
to check the indent of a given code line
to get the number of starting blank chars,
...
...
@@ -60,8 +68,7 @@ def check_indent(cdline):
Returns:
int : the indent of the number of interpreted
blankspaces
'''
"""
indent
=
0
for
c
in
cdline
:
if
c
==
'
\t
'
:
...
...
@@ -70,20 +77,12 @@ def check_indent(cdline):
indent
+=
1
if
c
!=
' '
and
c
!=
'
\t
'
:
break
return
indent
#srccom: raw comments in the source,including ''' and original indent
def
sampcd_extract_and_run
(
srccom
,
name
,
logf
,
htype
=
"def"
,
hname
=
""
,
show_details
=
False
):
'''
# srccom: raw comments in the source,including ''' and original indent
def
sampcd_extract_and_run
(
srccom
,
name
,
htype
=
"def"
,
hname
=
""
):
"""
Extract and run sample codes from source comment and
the result will be returned.
...
...
@@ -110,12 +109,8 @@ def sampcd_extract_and_run(srccom,
srccom(str): the source comment of some API whose
example codes will be extracted and run.
name(str): the name of the API.
logf(file): for logging the output in case they are
flushed.
htype(str): the type of hint banners, def/class/method.
hname(str): the name of the hint banners , e.t. def hname.
show_details(bool): Set it to False to print wrong sample
codes only.
Returns:
list: the status code of all the sample codes found in srccom.
...
...
@@ -123,10 +118,10 @@ def sampcd_extract_and_run(srccom,
'''
"""
def
sampcd_header_print
(
name
,
sampcd
,
htype
,
hname
,
logf
):
'''
def
sampcd_header_print
(
name
,
sampcd
,
htype
,
hname
):
"""
print hint banner headers.
Args:
...
...
@@ -134,87 +129,59 @@ def sampcd_extract_and_run(srccom,
sampcd(str): sample code string
htype(str): the type of hint banners, def/class/method.
hname(str): the name of the hint banners , e.t. def hname.
logf(file): for logging the output in case they are
flushed.
'''
print_header
(
logf
,
htype
,
hname
)
print
"Sample code "
+
str
(
y
)
+
" extracted for "
+
name
+
" :"
print
"^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^"
"""
print_header
(
htype
,
hname
)
print
(
"Sample code "
,
str
(
y
),
" extracted for "
,
name
,
" :"
)
print
(
sampcd
)
print
"----example code check----
\n
"
print
"executing sample code ....."
print
"execution result:"
logf
.
write
(
"
\n
Sample code extracted for "
+
name
+
" :
\n
"
)
logf
.
write
(
"
\n
"
+
sampcd
+
"
\n
"
)
logf
.
write
(
"
\n
----example code check----
\n
"
)
logf
.
write
(
"
\n
executing sample code .....
\n
"
)
logf
.
write
(
"
\n
execution result:
\n
"
)
print
(
"----example code check----
\n
"
)
print
(
"executing sample code ....."
)
print
(
"execution result:"
)
sampcd_begins
=
find_all
(
srccom
,
" code-block:: python"
)
status
=
[]
if
(
len
(
sampcd_begins
)
==
0
):
print_header
(
logf
,
htype
,
hname
)
if
len
(
sampcd_begins
)
==
0
:
print_header
(
htype
,
hname
)
'''
detect sample codes using >>> to format
and consider this situation as wrong
'''
if
(
srccom
.
find
(
"Examples:"
)
!=
-
1
):
print
"----example code check----
\n
"
logf
.
write
(
"
\n
----example code check----
\n
"
)
if
(
srccom
.
find
(
">>>"
)
!=
-
1
):
logf
.
write
(
"Deprecated sample code style:
\n\n
Examples:
\n\n
>>>codeline
\n
>>>codeline
\n\n\n
"
+
"Please use '.. code-block:: python' to "
+
"format sample code.
\n
"
)
if
srccom
.
find
(
"Examples:"
)
!=
-
1
:
print
(
"----example code check----
\n
"
)
if
srccom
.
find
(
">>>"
)
!=
-
1
:
print
(
"Deprecated sample code style:
\n\n
Examples:
\n\n
>>>codeline
\n
>>>codeline
\n\n\n
"
+
"Please use '.. code-block:: python' to "
+
"Deprecated sample code style:
\n\n
Examples:
\n\n
>>>codeline
\n
>>>codeline
\n\n\n
"
,
"Please use '.. code-block:: python' to "
,
"format sample code.
\n
"
)
status
.
append
(
2
)
print
"status code for all sample codes in "
+
name
+
" : "
+
str
(
status
)
print
(
"status code for all sample codes in "
,
name
,
" : "
,
str
(
status
))
else
:
print
"No sample code!
\n
"
logf
.
write
(
"
\n
No sample code!
\n
"
)
print
(
"No sample code!
\n
"
)
status
.
append
(
1
)
print
"status code for all sample codes in "
+
name
+
" : "
+
str
(
status
)
print
(
"status code for all sample codes in "
,
name
,
" : "
,
str
(
status
)
)
for
y
in
range
(
1
,
len
(
sampcd_begins
)
+
1
):
sampcd_begin
=
sampcd_begins
[
y
-
1
]
sampcd
=
srccom
[
sampcd_begin
+
len
(
" code-block:: python"
)
+
1
:]
sampcd
=
sampcd
.
split
(
"
\n
"
)
#remove starting empty lines
# remove starting empty lines
while
sampcd
[
0
].
replace
(
' '
,
''
).
replace
(
'
\t
'
,
''
)
==
''
:
sampcd
.
pop
(
0
)
#
the mininmum indent, which is the indent of the first
#non-empty line
#
the minimum indent, which is the indent of the first
#
non-empty line
min_indent
=
check_indent
(
sampcd
[
0
])
sampcd_to_write
=
[]
for
i
in
range
(
0
,
len
(
sampcd
)):
cdline
=
sampcd
[
i
]
#handle empty lines or those only with spaces/tabs
# handle empty lines or those only with spaces/tabs
if
cdline
.
strip
()
==
''
:
continue
this_indent
=
check_indent
(
cdline
)
if
(
this_indent
<
min_indent
)
:
if
this_indent
<
min_indent
:
break
else
:
cdline
=
cdline
.
replace
(
'
\t
'
,
' '
)
sampcd_to_write
.
append
(
cdline
[
min_indent
:])
...
...
@@ -224,59 +191,48 @@ def sampcd_extract_and_run(srccom,
sampcd
=
'
\n
import os
\n
'
+
'os.environ["CUDA_VISIBLE_DEVICES"] = ""
\n
'
+
sampcd
if
sys
.
argv
[
1
]
==
"gpu"
:
sampcd
=
'
\n
import os
\n
'
+
'os.environ["CUDA_VISIBLE_DEVICES"] = "0"
\n
'
+
sampcd
sampcd
+=
'
\n
print
'
+
'
\"
'
+
name
+
' sample code is executed successfully!
\"\n
'
sampcd
+=
'
\n
print
('
+
'
\"
'
+
name
+
' sample code is executed successfully!
\"
)
'
if
(
len
(
sampcd_begins
)
>
1
)
:
if
len
(
sampcd_begins
)
>
1
:
tfname
=
name
+
"_example_"
+
str
(
y
)
+
".py"
else
:
tfname
=
name
+
"_example"
+
".py"
tempf
=
open
(
"samplecode_temp/"
+
tfname
,
'w'
)
tempf
.
write
(
sampcd
)
tempf
.
close
()
if
platform
.
python_version
()[
0
]
==
"2"
:
cmd
=
[
"python"
,
"samplecode_temp/"
+
tfname
]
elif
platform
.
python_version
()[
0
]
==
"3"
:
cmd
=
[
"python3"
,
"samplecode_temp/"
+
tfname
]
else
:
print
(
"fail to parse python version!"
)
exit
(
1
)
subprc
=
subprocess
.
Popen
(
cmd
,
stdout
=
subprocess
.
PIPE
,
stderr
=
subprocess
.
PIPE
)
output
,
error
=
subprc
.
communicate
()
msg
=
""
.
join
(
output
)
err
=
""
.
join
(
error
)
if
(
subprc
.
returncode
!=
0
):
print
(
"
\n
Sample code error found in "
+
name
+
":
\n
"
)
sampcd_header_print
(
name
,
sampcd
,
htype
,
hname
,
logf
)
print
"subprocess return code: "
+
str
(
subprc
.
returncode
)
print
(
"Error Raised from Sample Code "
+
name
+
" :
\n
"
)
print
err
print
msg
logf
.
write
(
"
\n
Error Raised from Sample Code "
+
name
+
" :
\n
"
)
logf
.
write
(
"
\n
"
+
msg
+
"
\n
"
)
msg
=
""
.
join
(
output
.
decode
(
encoding
=
'utf-8'
))
err
=
""
.
join
(
error
.
decode
(
encoding
=
'utf-8'
))
if
subprc
.
returncode
!=
0
:
print
(
"
\n
Sample code error found in "
,
name
,
":
\n
"
)
sampcd_header_print
(
name
,
sampcd
,
htype
,
hname
)
print
(
"subprocess return code: "
,
str
(
subprc
.
returncode
))
print
(
"Error Raised from Sample Code "
,
name
,
" :
\n
"
)
print
(
err
)
print
(
msg
)
status
.
append
(
3
)
print
"status code for all sample codes in "
+
name
+
str
(
status
)
#It works!
print
(
"status code for all sample codes in "
,
name
,
str
(
status
)
)
#
It works!
else
:
status
.
append
(
0
)
if
show_details
:
sampcd_header_print
(
name
,
sampcd
,
htype
,
hname
,
logf
)
print
"subprocess return code: "
+
str
(
subprc
.
returncode
)
print
msg
logf
.
write
(
"
\n
"
+
msg
+
"
\n
"
)
print
"status code for all sample codes in "
+
name
+
" : "
+
str
(
status
)
#msg is the returned code execution report
# msg is the returned code execution report
os
.
remove
(
"samplecode_temp/"
+
tfname
)
return
status
def
single_defcom_extract
(
start_from
,
srcls
,
is_class_begin
=
False
):
'''
"""
to extract a def function/class/method comments body
Args:
...
...
@@ -290,28 +246,20 @@ def single_defcom_extract(start_from, srcls, is_class_begin=False):
Returns:
string : the extracted comment body, inclusive of its quote marks.
'''
"""
i
=
start_from
fcombody
=
""
#def comment body
fcombody
=
""
# def comment body
comstart
=
-
1
# the starting line index of comment mark "'''" or """"""
#if it is not -1, it indicates the loop is in the comment body
#
if it is not -1, it indicates the loop is in the comment body
comstyle
=
0
# comment mark style ,comments quoted with ''' is coded as 1
# comments quoted with """ is coded as 2
for
x
in
range
(
i
+
1
,
len
(
srcls
)):
if
is_class_begin
:
if
(
srcls
[
x
].
replace
(
'
\t
'
,
' '
).
startswith
(
' def '
)):
if
srcls
[
x
].
replace
(
'
\t
'
,
' '
).
startswith
(
' def '
):
break
if
((
srcls
[
x
].
startswith
(
'def '
)
or
srcls
[
x
].
startswith
(
'class '
))):
if
srcls
[
x
].
startswith
(
'def '
)
or
srcls
[
x
].
startswith
(
'class '
):
break
else
:
if
(
comstart
==
-
1
and
srcls
[
x
].
replace
(
" "
,
''
).
replace
(
"
\t
"
,
''
).
replace
(
"
\n
"
,
''
).
startswith
(
"
\"\"\"
"
)):
comstart
=
x
...
...
@@ -321,7 +269,6 @@ def single_defcom_extract(start_from, srcls, is_class_begin=False):
srcls
[
x
].
replace
(
" "
,
''
).
replace
(
"
\t
"
,
''
).
replace
(
"
\n
"
,
''
).
startswith
(
"
\"\"\"
"
)):
break
if
(
comstart
==
-
1
and
srcls
[
x
].
replace
(
" "
,
''
).
replace
(
"
\t
"
,
''
).
replace
(
"
\n
"
,
''
).
startswith
(
"
\'\'\'
"
)):
comstart
=
x
...
...
@@ -332,99 +279,61 @@ def single_defcom_extract(start_from, srcls, is_class_begin=False):
"
\n
"
,
''
).
startswith
(
"
\'\'\'
"
)):
break
if
(
comstart
!=
-
1
):
#when the comments start, begin to add line to fcombody
-
1
):
#
when the comments start, begin to add line to fcombody
fcombody
+=
srcls
[
x
]
return
fcombody
def
print_header
(
logf
,
htype
,
name
):
print
htype
+
" name:"
+
name
print
"-----------------------"
logf
.
write
(
"
\n\n
"
+
htype
+
" name:"
+
name
+
"
\n
"
)
logf
.
write
(
"-----------------------
\n
"
)
def
print_header
(
htype
,
name
):
print
(
htype
,
" name:"
,
name
)
print
(
"-----------------------"
)
def
srcf_print
(
srcfile
):
print
"source file name:"
+
srcfile
.
name
print
"---------------------------------------------------"
logf
.
write
(
"source file name:"
+
srcfile
.
name
+
"
\n
"
)
logf
.
write
(
"---------------------------------------------------
\n\n
"
)
def
show_alllist
(
alllist
):
print
"__all__:"
+
str
(
alllist
)
+
"
\n
"
logf
.
write
(
"__all__:"
+
str
(
alllist
)
+
"
\n\n
"
)
def
srccoms_extract
(
srcfile
,
logf
,
status_all
,
wlist
,
show_details
):
'''
def
srccoms_extract
(
srcfile
,
status_all
,
wlist
):
"""
Given a source file ``srcfile``, this function will
extract its API(doc comments) and run sample codes in the
API.
Args:
srcfile(file): the source file
logf(file): log recording file
status_all(dict): record all the sample code execution states.
wlist(list): white list
show_details(bool): if show_details is True, the whole process will be printed for you
to debug it locally
Returns:
string: the length of __all__ list in srcfile versus the exact number of
analysed API to make sure no API is missed in this srcfile and it
is useful for statistic practices.
'''
"""
srcc
=
srcfile
.
read
()
#2. get defs and classes header line number
#set file pointer to its beginning
#
2. get defs and classes header line number
#
set file pointer to its beginning
srcfile
.
seek
(
0
,
0
)
srcls
=
srcfile
.
readlines
()
#source lines
if
show_details
:
srcf_print
(
srcfile
)
srcls
=
srcfile
.
readlines
()
# source lines
#1. fetch__all__ list
#
1. fetch__all__ list
allidx
=
srcc
.
find
(
"__all__"
)
if
(
allidx
!=
-
1
):
if
allidx
!=
-
1
:
alllist
=
[]
#get all list for layers/ops.py
if
(
srcfile
.
name
.
find
(
"ops.py"
)
!=
-
1
):
# get all list for layers/ops.py
if
srcfile
.
name
.
find
(
"ops.py"
)
!=
-
1
:
for
ai
in
range
(
0
,
len
(
srcls
)):
if
(
srcls
[
ai
].
startswith
(
"__all__"
)):
if
srcls
[
ai
].
startswith
(
"__all__"
):
lb
=
srcls
[
ai
].
find
(
'['
)
rb
=
srcls
[
ai
].
find
(
']'
)
if
(
lb
==
-
1
)
:
if
lb
==
-
1
:
continue
allele
=
srcls
[
ai
][
lb
+
1
:
rb
].
replace
(
"'"
,
''
).
replace
(
" "
,
''
).
replace
(
"
\"
"
,
''
)
alllist
.
append
(
allele
)
if
''
in
alllist
:
alllist
.
remove
(
''
)
if
show_details
:
show_alllist
(
alllist
)
else
:
alllist_b
=
allidx
+
len
(
"__all__"
)
allstr
=
srcc
[
alllist_b
+
srcc
[
alllist_b
:].
find
(
"["
)
+
1
:
alllist_b
+
srcc
[
alllist_b
:].
find
(
"]"
)]
allstr
=
allstr
.
replace
(
"
\n
"
,
''
).
replace
(
" "
,
''
).
replace
(
...
...
@@ -432,295 +341,184 @@ def srccoms_extract(srcfile, logf, status_all, wlist, show_details):
alllist
=
allstr
.
split
(
','
)
if
''
in
alllist
:
alllist
.
remove
(
''
)
if
show_details
:
show_alllist
(
alllist
)
api_alllist_count
=
len
(
alllist
)
api_count
=
0
handled
=
[]
#get src contents in layers/ops.py
if
(
srcfile
.
name
.
find
(
"ops.py"
)
!=
-
1
):
# get src contents in layers/ops.py
if
srcfile
.
name
.
find
(
"ops.py"
)
!=
-
1
:
for
i
in
range
(
0
,
len
(
srcls
)):
if
srcls
[
i
].
find
(
"__doc__"
)
!=
-
1
:
opname
=
srcls
[
i
][:
srcls
[
i
].
find
(
"__doc__"
)
-
1
]
if
opname
in
wlist
:
status_all
[
srcfile
.
name
+
'/'
+
opname
]
=
[
-
2
]
if
show_details
:
print_header
(
logf
,
"def"
,
opname
)
print
opname
+
" is in white list, thus skipped"
logf
.
write
(
"
\n
"
+
opname
+
" is in white list, thus skipped
\n
"
)
print
status_all
[
srcfile
.
name
+
'/'
+
opname
]
logf
.
write
(
"
\n
"
+
"execution status"
+
str
(
status_all
[
srcfile
.
name
+
'/'
+
opname
])
+
"
\n
"
)
continue
comstart
=
i
for
j
in
range
(
i
,
len
(
srcls
)):
if
(
srcls
[
j
].
find
(
"
\"\"\"
"
)
!=
-
1
)
:
if
srcls
[
j
].
find
(
"
\"\"\"
"
)
!=
-
1
:
comstart
=
i
opcom
=
""
for
j
in
range
(
comstart
+
1
,
len
(
srcls
)):
opcom
+=
srcls
[
j
]
if
(
srcls
[
j
].
find
(
"
\"\"\"
"
)
!=
-
1
)
:
if
srcls
[
j
].
find
(
"
\"\"\"
"
)
!=
-
1
:
break
status
=
sampcd_extract_and_run
(
opcom
,
opname
,
logf
,
"def"
,
opname
,
show_details
)
status
=
sampcd_extract_and_run
(
opcom
,
opname
,
"def"
,
opname
)
api_count
+=
1
status_all
[
srcfile
.
name
+
'/'
+
opname
]
=
status
handled
.
append
(
opname
)
#ops.py also has normal formatted functions
#use list 'handled' to mark the functions have been handled here
#which will be ignored in the following step
opname
)
#
ops.py also has normal formatted functions
#
use list 'handled' to mark the functions have been handled here
#
which will be ignored in the following step
for
i
in
range
(
0
,
len
(
srcls
)):
if
srcls
[
i
].
startswith
(
'def '
):
#a function header is detected in line i
'def '
):
# a function header is detected in line i
f_header
=
srcls
[
i
].
replace
(
" "
,
''
)
fn
=
f_header
[
len
(
'def'
):
f_header
.
find
(
'('
)]
#function name
fn
=
f_header
[
len
(
'def'
):
f_header
.
find
(
'('
)]
# function name
if
fn
in
handled
:
continue
if
fn
in
alllist
:
api_count
+=
1
if
fn
in
wlist
or
fn
+
"@"
+
srcfile
.
name
in
wlist
:
status_all
[
srcfile
.
name
+
'/'
+
fn
]
=
[
-
2
]
if
show_details
:
print_header
(
logf
,
"def"
,
fn
)
print
fn
+
" is in white list, thus skipped"
logf
.
write
(
"
\n
"
+
fn
+
" is in white list, thus skipped
\n
"
)
print
status_all
[
srcfile
.
name
+
'/'
+
fn
]
logf
.
write
(
"
\n
"
+
"execution status"
+
str
(
status_all
[
srcfile
.
name
+
'/'
+
fn
])
+
"
\n
"
)
continue
fcombody
=
single_defcom_extract
(
i
,
srcls
)
if
(
fcombody
==
""
):
#if no comment
print_header
(
logf
,
"def"
,
fn
)
print
"WARNING: no comments in function "
+
fn
+
", but it deserves."
logf
.
write
(
"no comments in function "
+
fn
+
"
\n\n
"
)
if
fcombody
==
""
:
# if no comment
print_header
(
"def"
,
fn
)
print
(
"WARNING: no comments in function "
,
fn
,
", but it deserves.
"
)
status_all
[
srcfile
.
name
+
'/'
+
fn
]
=
[
-
1
]
print
status_all
[
srcfile
.
name
+
'/'
+
fn
]
logf
.
write
(
"
\n
"
+
"execution status"
+
str
(
status_all
[
srcfile
.
name
+
'/'
+
fn
])
+
"
\n
"
)
print
(
status_all
[
srcfile
.
name
+
'/'
+
fn
])
continue
else
:
status
=
sampcd_extract_and_run
(
fcombody
,
fn
,
logf
,
"def"
,
fn
,
show_details
)
status
=
sampcd_extract_and_run
(
fcombody
,
fn
,
"def"
,
fn
)
status_all
[
srcfile
.
name
+
'/'
+
fn
]
=
status
else
:
if
show_details
:
print_header
(
logf
,
"def"
,
fn
)
print
fn
+
" not in __all__ list"
logf
.
write
(
fn
+
" not in __all__ list
\n\n
"
)
if
srcls
[
i
].
startswith
(
'class '
):
c_header
=
srcls
[
i
].
replace
(
" "
,
''
)
cn
=
c_header
[
len
(
'class'
):
c_header
.
find
(
'('
)]
#class name
cn
=
c_header
[
len
(
'class'
):
c_header
.
find
(
'('
)]
# class name
if
cn
in
handled
:
continue
if
cn
in
alllist
:
api_count
+=
1
if
cn
in
wlist
or
cn
+
"@"
+
srcfile
.
name
in
wlist
:
status_all
[
srcfile
.
name
+
'/'
+
cn
]
=
[
-
2
]
if
show_details
:
print
cn
+
" is in white list, thus skipped"
logf
.
write
(
"
\n
"
+
cn
+
" is in white list, thus skipped
\n
"
)
print
status_all
[
srcfile
.
name
+
'/'
+
cn
]
logf
.
write
(
"
\n
"
+
"execution status"
+
str
(
status_all
[
srcfile
.
name
+
'/'
+
cn
])
+
"
\n
"
)
continue
#class comment
# class comment
classcom
=
single_defcom_extract
(
i
,
srcls
,
True
)
if
(
classcom
!=
""
):
status
=
sampcd_extract_and_run
(
classcom
,
cn
,
logf
,
"class"
,
cn
,
show_details
)
if
classcom
!=
""
:
status
=
sampcd_extract_and_run
(
classcom
,
cn
,
"class"
,
cn
)
status_all
[
srcfile
.
name
+
'/'
+
cn
]
=
status
else
:
print
"WARNING: no comments in class itself "
+
cn
+
", but it deserves.
\n
"
logf
.
write
(
"no comments in class itself "
+
cn
+
"
\n\n\n
"
)
print
(
"WARNING: no comments in class itself "
,
cn
,
", but it deserves.
\n
"
)
status_all
[
srcfile
.
name
+
'/'
+
cn
]
=
[
-
1
]
print
status_all
[
srcfile
.
name
+
'/'
+
cn
]
logf
.
write
(
"
\n
"
+
"execution status"
+
str
(
status_all
[
srcfile
.
name
+
'/'
+
cn
])
+
"
\n
"
)
#handling methods in class bodies
print
(
status_all
[
srcfile
.
name
+
'/'
+
cn
])
# handling methods in class bodies
for
x
in
range
(
i
+
1
,
len
(
srcls
)):
#from the next line of class header
len
(
srcls
)):
# from the next line of class header
if
(
srcls
[
x
].
startswith
(
'def '
)
or
srcls
[
x
].
startswith
(
'class '
)):
break
else
:
#member method def header
#
member method def header
srcls
[
x
]
=
srcls
[
x
].
replace
(
'
\t
'
,
' '
)
if
(
srcls
[
x
].
startswith
(
' def '
)):
#detect a mehtod header..
' def '
)):
# detect a mehtod header..
thisl
=
srcls
[
x
]
indent
=
len
(
thisl
)
-
len
(
thisl
.
lstrip
())
mn
=
thisl
[
indent
+
len
(
'def '
):
thisl
.
find
(
'('
)]
#method name
name
=
cn
+
"."
+
mn
#full name
'('
)]
# method name
name
=
cn
+
"."
+
mn
# full name
if
mn
.
startswith
(
'_'
):
if
show_details
:
print
mn
+
" is hidden, not visible to users
\n
"
logf
.
write
(
"
\n
"
+
mn
+
" is hidden, not visible to users
\n
"
)
continue
if
name
in
wlist
or
name
+
"@"
+
srcfile
.
name
in
wlist
:
status_all
[
srcfile
.
name
+
'/'
+
name
]
=
[
-
2
]
if
show_details
:
print
name
+
" is in white list, thus skipped"
logf
.
write
(
"
\n
"
+
name
+
" is in white list, thus skipped
\n
"
)
print
status_all
[
srcfile
.
name
+
'/'
+
name
]
logf
.
write
(
"
\n
"
+
"execution status"
+
str
(
status_all
[
srcfile
.
name
+
'/'
+
name
])
+
"
\n
"
)
continue
thismethod
=
[]
#method body lines
thismethod
.
append
(
thisl
[
indent
:])
#get all the lines of a single method body
#into thismethod(list)
#and send it to single_defcom_extract
thismethod
=
[
thisl
[
indent
:]
]
# method body lines
# get all the lines of a single method body
# into thismethod(list)
# and send it to single_defcom_extract
for
y
in
range
(
x
+
1
,
len
(
srcls
)):
srcls
[
y
]
=
srcls
[
y
].
replace
(
'
\t
'
,
' '
)
if
(
srcls
[
y
].
startswith
(
'def '
)
or
srcls
[
y
].
startswith
(
'class '
)):
#end of method
#
end of method
break
elif
(
srcls
[
y
].
startswith
(
' def '
)
):
#end of method
elif
srcls
[
y
].
startswith
(
' def '
):
#
end of method
break
else
:
thismethod
.
append
(
srcls
[
y
][
indent
:])
thismtdcom
=
single_defcom_extract
(
0
,
thismethod
)
if
(
thismtdcom
!=
""
):
if
thismtdcom
!=
""
:
status
=
sampcd_extract_and_run
(
thismtdcom
,
name
,
logf
,
"method"
,
name
,
show_details
)
thismtdcom
,
name
,
"method"
,
name
)
status_all
[
srcfile
.
name
+
'/'
+
name
]
=
status
else
:
if
show_details
:
print
"no comments in method "
+
name
+
"
\n
"
logf
.
write
(
"no comments in method "
+
name
+
"
\n\n\n
"
)
status_all
[
srcfile
.
name
+
'/'
+
name
]
=
[
-
1
]
print
status_all
[
srcfile
.
name
+
'/'
+
name
]
logf
.
write
(
"
\n
"
+
"execution status"
+
str
(
status_all
[
srcfile
.
name
+
'/'
+
name
])
+
"
\n
"
)
else
:
if
show_details
:
print
cn
+
" is not in __all__ list"
logf
.
write
(
cn
+
" is not in __all__ list
\n\n
"
)
return
[
srcfile
.
name
+
" all list length: "
+
str
(
api_alllist_count
),
"analysed api count: "
+
str
(
api_count
)
]
def
test
(
file_list
):
for
file
in
file_list
:
src
=
open
(
file
,
'r'
)
counts
=
srccoms_extract
(
src
,
status_all
,
wlist
)
src
.
close
()
'''
Important constant lists:
filenames : the modules pending for check .
wlist : a list of API that should not trigger the example check .
It is composed of wlist_temp + wlist_inneed + wlist_ignore.
show_details: a boolean value to indicate whether it should be run
in debugging mode.
status_all: a status list containing all the execution status of all
APIs
srcfile: the source .py code file
'''
filenames
=
[
"layers/control_flow.py"
,
"layers/io.py"
,
"layers/nn.py"
,
"layers/ops.py"
,
"layers/tensor.py"
,
"layers/learning_rate_scheduler.py"
,
"layers/detection.py"
,
"layers/metric_op.py"
"../python/paddle/fluid/layers/control_flow.py"
,
"../python/paddle/fluid/layers/io.py"
,
"../python/paddle/fluid/layers/nn.py"
,
"../python/paddle/fluid/layers/ops.py"
,
"../python/paddle/fluid/layers/tensor.py"
,
"../python/paddle/fluid/layers/learning_rate_scheduler.py"
,
"../python/paddle/fluid/layers/detection.py"
,
"../python/paddle/fluid/layers/metric_op.py"
]
filenames
+=
[
"dygraph/layers.py"
,
"dygraph/base.py"
,
"dygraph/nn.py"
,
"dygraph/tracer.py"
,
"dygraph/profiler.py"
,
"dygraph/parallel.py"
,
"dygraph/checkpoint.py"
,
"dygraph/learning_rate_scheduler.py"
,
"dygraph/backward_strategy.py"
"../python/paddle/fluid/dygraph/layers.py"
,
"../python/paddle/fluid/dygraph/base.py"
,
"../python/paddle/fluid/dygraph/nn.py"
,
"../python/paddle/fluid/dygraph/tracer.py"
,
"../python/paddle/fluid/dygraph/profiler.py"
,
"../python/paddle/fluid/dygraph/parallel.py"
,
"../python/paddle/fluid/dygraph/checkpoint.py"
,
"../python/paddle/fluid/dygraph/learning_rate_scheduler.py"
,
"../python/paddle/fluid/dygraph/backward_strategy.py"
]
filenames
+=
[
"data_feeder.py"
,
"dataset.py"
,
"clip.py"
,
"metrics.py"
,
"executor.py"
,
"initializer.py"
,
"io.py"
,
"nets.py"
,
"optimizer.py"
,
"profiler.py"
,
"regularizer.py"
,
"backward.py"
,
"average.py"
,
"unique_name.py"
,
"framework.py"
,
"evaluator.py"
,
"param_attr.py"
"../python/paddle/fluid/data_feeder.py"
,
"../python/paddle/fluid/dataset.py"
,
"../python/paddle/fluid/clip.py"
,
"../python/paddle/fluid/metrics.py"
,
"../python/paddle/fluid/executor.py"
,
"../python/paddle/fluid/initializer.py"
,
"../python/paddle/fluid/io.py"
,
"../python/paddle/fluid/nets.py"
,
"../python/paddle/fluid/optimizer.py"
,
"../python/paddle/fluid/profiler.py"
,
"../python/paddle/fluid/regularizer.py"
,
"../python/paddle/fluid/backward.py"
,
"../python/paddle/fluid/average.py"
,
"../python/paddle/fluid/unique_name.py"
,
"../python/paddle/fluid/framework.py"
,
"../python/paddle/fluid/evaluator.py"
,
"../python/paddle/fluid/param_attr.py"
]
wlist_inneed
=
[
"append_LARS"
,
"BuildStrategy.debug_graphviz_path"
,
"BuildStrategy.enable_sequential_execution"
,
...
...
@@ -752,7 +550,6 @@ wlist_inneed = [
'StaticRNN.output'
,
"cuda_places"
,
"CUDAPinnedPlace"
,
"CUDAPlace"
,
"Program.parse_from_string"
]
wlist_temp
=
[
'ChunkEvaluator'
,
'EditDistance'
,
...
...
@@ -851,7 +648,6 @@ wlist_ignore = [
'Precision.update'
,
'WeightedAverage.eval'
,
'Conv3D.forward'
,
'Embedding.forward'
,
'Recall.eval'
,
'FC.forward'
,
'While.block'
]
# only white on CPU
gpu_not_white
=
[
"deformable_conv"
,
"cuda_places"
,
"CUDAPinnedPlace"
,
"CUDAPlace"
,
...
...
@@ -861,146 +657,65 @@ gpu_not_white = [
wlist
=
wlist_temp
+
wlist_inneed
+
wlist_ignore
if
len
(
sys
.
argv
)
<
2
:
print
"Error: inadequate number of arguments"
print
(
"Error: inadequate number of arguments"
)
print
(
'''If you are going to run it on
"CPU: >>> python sampcd_processor.py cpu
"GPU: >>> python sampcd_processor.py gpu
'''
)
sys
.
exit
(
"lack arguments"
)
else
:
show_details
=
False
if
sys
.
argv
[
1
]
==
"gpu"
:
for
_gnw
in
gpu_not_white
:
wlist
.
remove
(
_gnw
)
elif
sys
.
argv
[
1
]
!=
"cpu"
:
print
(
"Unrecognized argument:'"
+
sys
.
argv
[
1
]
+
"' , 'cpu' or 'gpu' is "
+
"desired
\n
"
)
sys
.
exit
(
"Invalid arguments"
)
if
len
(
sys
.
argv
)
==
3
:
if
sys
.
argv
[
2
]
==
"sd"
:
show_details
=
True
else
:
print
(
"Unrecognized argument:'"
+
sys
.
argv
[
2
]
+
"' , 'sd' is "
+
print
(
"Unrecognized argument:'"
,
sys
.
argv
[
1
],
"' , 'cpu' or 'gpu' is "
,
"desired
\n
"
)
sys
.
exit
(
"Invalid arguments"
)
print
(
"* * * * * * * * * * * * * * * * * * * * * * * *
\n
"
+
"* *
\n
"
+
"* API check -- Example Code Cheker *
\n
"
+
"* *
\n
"
+
"* *
\n
"
+
"* This process is meant to check *
\n
"
+
"* all example codes per CI to ensure *
\n
"
+
"* the example codes can be run successfully *
\n
"
+
"* *
\n
"
+
"* *
\n
"
+
"* Refer to the comments for detailed *
\n
"
+
"* introduction *
\n
"
+
"* *
\n
"
+
"* *
\n
"
+
"* * * * * * * * * * * * * * * * * * * * * * * *
\n
"
)
print
(
"API check -- Example Code"
)
print
(
"sample_test running under python"
,
platform
.
python_version
())
status_all
=
{}
#a file to record the terminal output
logf
=
open
(
"example-code-check-log.txt"
,
'w'
)
# a temp directory to store temporary sample code file
# subprocess needs a single file to run the code
if
not
os
.
path
.
isdir
(
"./samplecode_temp"
):
os
.
mkdir
(
"./samplecode_temp"
)
to_check
=
filenames
for
filename
in
to_check
:
srcfile
=
open
(
filename
,
'r'
)
counts
=
srccoms_extract
(
srcfile
,
logf
,
status_all
,
wlist
,
show_details
)
if
show_details
:
logf
.
write
(
"
\n\n
"
+
str
(
counts
)
+
"
\n\n
"
)
srcfile
.
close
()
one_part_filenum
=
int
(
math
.
ceil
(
len
(
filenames
)
/
10
))
divided_file_list
=
[
filenames
[
i
:
i
+
one_part_filenum
]
for
i
in
range
(
0
,
len
(
filenames
),
one_part_filenum
)
]
po
=
multiprocessing
.
Pool
(
10
)
for
file_list
in
divided_file_list
:
po
.
apply_async
(
test
,
(
file_list
,
))
po
.
close
()
po
.
join
()
# clear temp files
for
root
,
dirs
,
files
in
os
.
walk
(
"./samplecode_temp"
):
for
fntemp
in
files
:
os
.
remove
(
"./samplecode_temp/"
+
fntemp
)
os
.
rmdir
(
"./samplecode_temp"
)
status_groups
=
{
-
2
:
[],
-
1
:
[],
0
:
[],
1
:
[],
2
:
[],
3
:
[]}
ci_pass
=
True
for
key
in
status_all
:
statusl
=
status_all
[
key
]
for
ele
in
statusl
:
if
(
ele
!=
0
and
ele
!=
-
2
and
ele
!=
-
1
)
:
if
ele
!=
0
and
ele
!=
-
2
and
ele
!=
-
1
:
ci_pass
=
False
break
if
len
(
statusl
)
==
1
:
status_groups
[
statusl
[
0
]].
append
(
key
)
else
:
for
u
in
range
(
0
,
len
(
statusl
)):
status_groups
[
statusl
[
u
]].
append
(
key
+
'_'
+
str
(
u
+
1
))
logf
.
close
()
print
(
"
\n\n
------------------End of the Check-------------------------------------------
\n\n
"
)
print
(
"----------------End of the Check--------------------"
)
errorapisl
=
status_groups
[
1
]
+
status_groups
[
2
]
+
status_groups
[
3
]
if
len
(
errorapisl
)
>
0
:
print
"Error raised from: "
+
str
(
errorapisl
)
print
(
"Error raised from: "
,
str
(
errorapisl
))
if
not
ci_pass
:
print
(
"
\n
Oh no.. Mistakes found in sample codes, refer to the log for details
\n\n
"
)
print
(
'''
- How to run it locally?
Simply put this script under directory:
Paddle/python/paddle/fluid/
and run in python 2.7 (as some interfaces of subprocess may
not work in python 3)
You must specify the device type to run the sample code on:
CPU: >>> python sampcd_processor.py cpu
GPU: >>> python sampcd_processor.py gpu
- How to debug?
This script has an option for showing the details of
the execution status:
>>> python sampcd_processor.py cpu sd
- NOTE:
Please ensure your are using
.. code-block:: python
[sample code starts here]
ONLY 1 BLANKSPACE between '::' and 'python'
'''
)
print
(
"Mistakes found in sample codes"
)
exit
(
1
)
else
:
print
"Sample code check is successful!"
print
(
"Sample code check is successful!"
)
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