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text/x-python
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R11484 ADDI
user.py
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# Copyright 2020 The HuggingFace Team. 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.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import
os
import
subprocess
import
sys
from
argparse
import
ArgumentParser
from
getpass
import
getpass
from
typing
import
List
,
Union
from
requests.exceptions
import
HTTPError
from
..hf_api
import
HfApi
,
HfFolder
from
.
import
BaseTransformersCLICommand
UPLOAD_MAX_FILES
=
15
class
UserCommands
(
BaseTransformersCLICommand
):
@staticmethod
def
register_subcommand
(
parser
:
ArgumentParser
):
login_parser
=
parser
.
add_parser
(
"login"
,
help
=
"Log in using the same credentials as on huggingface.co"
)
login_parser
.
set_defaults
(
func
=
lambda
args
:
LoginCommand
(
args
))
whoami_parser
=
parser
.
add_parser
(
"whoami"
,
help
=
"Find out which huggingface.co account you are logged in as."
)
whoami_parser
.
set_defaults
(
func
=
lambda
args
:
WhoamiCommand
(
args
))
logout_parser
=
parser
.
add_parser
(
"logout"
,
help
=
"Log out"
)
logout_parser
.
set_defaults
(
func
=
lambda
args
:
LogoutCommand
(
args
))
# s3_datasets (s3-based system)
s3_parser
=
parser
.
add_parser
(
"s3_datasets"
,
help
=
"{ls, rm} Commands to interact with the files you upload on S3."
)
s3_subparsers
=
s3_parser
.
add_subparsers
(
help
=
"s3 related commands"
)
ls_parser
=
s3_subparsers
.
add_parser
(
"ls"
)
ls_parser
.
add_argument
(
"--organization"
,
type
=
str
,
help
=
"Optional: organization namespace."
)
ls_parser
.
set_defaults
(
func
=
lambda
args
:
ListObjsCommand
(
args
))
rm_parser
=
s3_subparsers
.
add_parser
(
"rm"
)
rm_parser
.
add_argument
(
"filename"
,
type
=
str
,
help
=
"individual object filename to delete from huggingface.co."
)
rm_parser
.
add_argument
(
"--organization"
,
type
=
str
,
help
=
"Optional: organization namespace."
)
rm_parser
.
set_defaults
(
func
=
lambda
args
:
DeleteObjCommand
(
args
))
upload_parser
=
s3_subparsers
.
add_parser
(
"upload"
,
help
=
"Upload a file to S3."
)
upload_parser
.
add_argument
(
"path"
,
type
=
str
,
help
=
"Local path of the folder or individual file to upload."
)
upload_parser
.
add_argument
(
"--organization"
,
type
=
str
,
help
=
"Optional: organization namespace."
)
upload_parser
.
add_argument
(
"--filename"
,
type
=
str
,
default
=
None
,
help
=
"Optional: override individual object filename on S3."
)
upload_parser
.
add_argument
(
"-y"
,
"--yes"
,
action
=
"store_true"
,
help
=
"Optional: answer Yes to the prompt"
)
upload_parser
.
set_defaults
(
func
=
lambda
args
:
UploadCommand
(
args
))
# deprecated model upload
upload_parser
=
parser
.
add_parser
(
"upload"
,
help
=
(
"Deprecated: used to be the way to upload a model to S3."
" We now use a git-based system for storing models and other artifacts."
" Use the `repo create` command instead."
),
)
upload_parser
.
set_defaults
(
func
=
lambda
args
:
DeprecatedUploadCommand
(
args
))
# new system: git-based repo system
repo_parser
=
parser
.
add_parser
(
"repo"
,
help
=
"{create, ls-files} Commands to interact with your huggingface.co repos."
)
repo_subparsers
=
repo_parser
.
add_subparsers
(
help
=
"huggingface.co repos related commands"
)
ls_parser
=
repo_subparsers
.
add_parser
(
"ls-files"
,
help
=
"List all your files on huggingface.co"
)
ls_parser
.
add_argument
(
"--organization"
,
type
=
str
,
help
=
"Optional: organization namespace."
)
ls_parser
.
set_defaults
(
func
=
lambda
args
:
ListReposObjsCommand
(
args
))
repo_create_parser
=
repo_subparsers
.
add_parser
(
"create"
,
help
=
"Create a new repo on huggingface.co"
)
repo_create_parser
.
add_argument
(
"name"
,
type
=
str
,
help
=
"Name for your model's repo. Will be namespaced under your username to build the model id."
,
)
repo_create_parser
.
add_argument
(
"--organization"
,
type
=
str
,
help
=
"Optional: organization namespace."
)
repo_create_parser
.
add_argument
(
"-y"
,
"--yes"
,
action
=
"store_true"
,
help
=
"Optional: answer Yes to the prompt"
)
repo_create_parser
.
set_defaults
(
func
=
lambda
args
:
RepoCreateCommand
(
args
))
class
ANSI
:
"""
Helper for en.wikipedia.org/wiki/ANSI_escape_code
"""
_bold
=
"
\u001b
[1m"
_red
=
"
\u001b
[31m"
_gray
=
"
\u001b
[90m"
_reset
=
"
\u001b
[0m"
@classmethod
def
bold
(
cls
,
s
):
return
"{}{}{}"
.
format
(
cls
.
_bold
,
s
,
cls
.
_reset
)
@classmethod
def
red
(
cls
,
s
):
return
"{}{}{}"
.
format
(
cls
.
_bold
+
cls
.
_red
,
s
,
cls
.
_reset
)
@classmethod
def
gray
(
cls
,
s
):
return
"{}{}{}"
.
format
(
cls
.
_gray
,
s
,
cls
.
_reset
)
def
tabulate
(
rows
:
List
[
List
[
Union
[
str
,
int
]]],
headers
:
List
[
str
])
->
str
:
"""
Inspired by:
- stackoverflow.com/a/8356620/593036
- stackoverflow.com/questions/9535954/printing-lists-as-tabular-data
"""
col_widths
=
[
max
(
len
(
str
(
x
))
for
x
in
col
)
for
col
in
zip
(
*
rows
,
headers
)]
row_format
=
(
"{{:{}}} "
*
len
(
headers
))
.
format
(
*
col_widths
)
lines
=
[]
lines
.
append
(
row_format
.
format
(
*
headers
))
lines
.
append
(
row_format
.
format
(
*
[
"-"
*
w
for
w
in
col_widths
]))
for
row
in
rows
:
lines
.
append
(
row_format
.
format
(
*
row
))
return
"
\n
"
.
join
(
lines
)
class
BaseUserCommand
:
def
__init__
(
self
,
args
):
self
.
args
=
args
self
.
_api
=
HfApi
()
class
LoginCommand
(
BaseUserCommand
):
def
run
(
self
):
print
(
# docstyle-ignore
"""
_| _| _| _| _|_|_| _|_|_| _|_|_| _| _| _|_|_| _|_|_|_| _|_| _|_|_| _|_|_|_|
_| _| _| _| _| _| _| _|_| _| _| _| _| _| _| _|
_|_|_|_| _| _| _| _|_| _| _|_| _| _| _| _| _| _|_| _|_|_| _|_|_|_| _| _|_|_|
_| _| _| _| _| _| _| _| _| _| _|_| _| _| _| _| _| _| _|
_| _| _|_| _|_|_| _|_|_| _|_|_| _| _| _|_|_| _| _| _| _|_|_| _|_|_|_|
"""
)
username
=
input
(
"Username: "
)
password
=
getpass
()
try
:
token
=
self
.
_api
.
login
(
username
,
password
)
except
HTTPError
as
e
:
# probably invalid credentials, display error message.
print
(
e
)
print
(
ANSI
.
red
(
e
.
response
.
text
))
exit
(
1
)
HfFolder
.
save_token
(
token
)
print
(
"Login successful"
)
print
(
"Your token:"
,
token
,
"
\n
"
)
print
(
"Your token has been saved to"
,
HfFolder
.
path_token
)
class
WhoamiCommand
(
BaseUserCommand
):
def
run
(
self
):
token
=
HfFolder
.
get_token
()
if
token
is
None
:
print
(
"Not logged in"
)
exit
()
try
:
user
,
orgs
=
self
.
_api
.
whoami
(
token
)
print
(
user
)
if
orgs
:
print
(
ANSI
.
bold
(
"orgs: "
),
","
.
join
(
orgs
))
except
HTTPError
as
e
:
print
(
e
)
print
(
ANSI
.
red
(
e
.
response
.
text
))
exit
(
1
)
class
LogoutCommand
(
BaseUserCommand
):
def
run
(
self
):
token
=
HfFolder
.
get_token
()
if
token
is
None
:
print
(
"Not logged in"
)
exit
()
HfFolder
.
delete_token
()
self
.
_api
.
logout
(
token
)
print
(
"Successfully logged out."
)
class
ListObjsCommand
(
BaseUserCommand
):
def
run
(
self
):
token
=
HfFolder
.
get_token
()
if
token
is
None
:
print
(
"Not logged in"
)
exit
(
1
)
try
:
objs
=
self
.
_api
.
list_objs
(
token
,
organization
=
self
.
args
.
organization
)
except
HTTPError
as
e
:
print
(
e
)
print
(
ANSI
.
red
(
e
.
response
.
text
))
exit
(
1
)
if
len
(
objs
)
==
0
:
print
(
"No shared file yet"
)
exit
()
rows
=
[[
obj
.
filename
,
obj
.
LastModified
,
obj
.
ETag
,
obj
.
Size
]
for
obj
in
objs
]
print
(
tabulate
(
rows
,
headers
=
[
"Filename"
,
"LastModified"
,
"ETag"
,
"Size"
]))
class
DeleteObjCommand
(
BaseUserCommand
):
def
run
(
self
):
token
=
HfFolder
.
get_token
()
if
token
is
None
:
print
(
"Not logged in"
)
exit
(
1
)
try
:
self
.
_api
.
delete_obj
(
token
,
filename
=
self
.
args
.
filename
,
organization
=
self
.
args
.
organization
)
except
HTTPError
as
e
:
print
(
e
)
print
(
ANSI
.
red
(
e
.
response
.
text
))
exit
(
1
)
print
(
"Done"
)
class
ListReposObjsCommand
(
BaseUserCommand
):
def
run
(
self
):
token
=
HfFolder
.
get_token
()
if
token
is
None
:
print
(
"Not logged in"
)
exit
(
1
)
try
:
objs
=
self
.
_api
.
list_repos_objs
(
token
,
organization
=
self
.
args
.
organization
)
except
HTTPError
as
e
:
print
(
e
)
print
(
ANSI
.
red
(
e
.
response
.
text
))
exit
(
1
)
if
len
(
objs
)
==
0
:
print
(
"No shared file yet"
)
exit
()
rows
=
[[
obj
.
filename
,
obj
.
lastModified
,
obj
.
commit
,
obj
.
size
]
for
obj
in
objs
]
print
(
tabulate
(
rows
,
headers
=
[
"Filename"
,
"LastModified"
,
"Commit-Sha"
,
"Size"
]))
class
RepoCreateCommand
(
BaseUserCommand
):
def
run
(
self
):
token
=
HfFolder
.
get_token
()
if
token
is
None
:
print
(
"Not logged in"
)
exit
(
1
)
try
:
stdout
=
subprocess
.
check_output
([
"git"
,
"--version"
])
.
decode
(
"utf-8"
)
print
(
ANSI
.
gray
(
stdout
.
strip
()))
except
FileNotFoundError
:
print
(
"Looks like you do not have git installed, please install."
)
try
:
stdout
=
subprocess
.
check_output
([
"git-lfs"
,
"--version"
])
.
decode
(
"utf-8"
)
print
(
ANSI
.
gray
(
stdout
.
strip
()))
except
FileNotFoundError
:
print
(
ANSI
.
red
(
"Looks like you do not have git-lfs installed, please install."
" You can install from https://git-lfs.github.com/."
" Then run `git lfs install` (you only have to do this once)."
)
)
print
(
""
)
user
,
_
=
self
.
_api
.
whoami
(
token
)
namespace
=
self
.
args
.
organization
if
self
.
args
.
organization
is
not
None
else
user
print
(
"You are about to create {}"
.
format
(
ANSI
.
bold
(
namespace
+
"/"
+
self
.
args
.
name
)))
if
not
self
.
args
.
yes
:
choice
=
input
(
"Proceed? [Y/n] "
)
.
lower
()
if
not
(
choice
==
""
or
choice
==
"y"
or
choice
==
"yes"
):
print
(
"Abort"
)
exit
()
try
:
url
=
self
.
_api
.
create_repo
(
token
,
name
=
self
.
args
.
name
,
organization
=
self
.
args
.
organization
)
except
HTTPError
as
e
:
print
(
e
)
print
(
ANSI
.
red
(
e
.
response
.
text
))
exit
(
1
)
print
(
"
\n
Your repo now lives at:"
)
print
(
" {}"
.
format
(
ANSI
.
bold
(
url
)))
print
(
"
\n
You can clone it locally with the command below,"
" and commit/push as usual."
)
print
(
f
"
\n
git clone {url}"
)
print
(
""
)
class
DeprecatedUploadCommand
(
BaseUserCommand
):
def
run
(
self
):
print
(
ANSI
.
red
(
"Deprecated: used to be the way to upload a model to S3."
" We now use a git-based system for storing models and other artifacts."
" Use the `repo create` command instead."
)
)
exit
(
1
)
class
UploadCommand
(
BaseUserCommand
):
def
walk_dir
(
self
,
rel_path
):
"""
Recursively list all files in a folder.
"""
entries
:
List
[
os
.
DirEntry
]
=
list
(
os
.
scandir
(
rel_path
))
files
=
[(
os
.
path
.
join
(
os
.
getcwd
(),
f
.
path
),
f
.
path
)
for
f
in
entries
if
f
.
is_file
()]
# (filepath, filename)
for
f
in
entries
:
if
f
.
is_dir
():
files
+=
self
.
walk_dir
(
f
.
path
)
return
files
def
run
(
self
):
token
=
HfFolder
.
get_token
()
if
token
is
None
:
print
(
"Not logged in"
)
exit
(
1
)
local_path
=
os
.
path
.
abspath
(
self
.
args
.
path
)
if
os
.
path
.
isdir
(
local_path
):
if
self
.
args
.
filename
is
not
None
:
raise
ValueError
(
"Cannot specify a filename override when uploading a folder."
)
rel_path
=
os
.
path
.
basename
(
local_path
)
files
=
self
.
walk_dir
(
rel_path
)
elif
os
.
path
.
isfile
(
local_path
):
filename
=
self
.
args
.
filename
if
self
.
args
.
filename
is
not
None
else
os
.
path
.
basename
(
local_path
)
files
=
[(
local_path
,
filename
)]
else
:
raise
ValueError
(
"Not a valid file or directory: {}"
.
format
(
local_path
))
if
sys
.
platform
==
"win32"
:
files
=
[(
filepath
,
filename
.
replace
(
os
.
sep
,
"/"
))
for
filepath
,
filename
in
files
]
if
len
(
files
)
>
UPLOAD_MAX_FILES
:
print
(
"About to upload {} files to S3. This is probably wrong. Please filter files before uploading."
.
format
(
ANSI
.
bold
(
len
(
files
))
)
)
exit
(
1
)
user
,
_
=
self
.
_api
.
whoami
(
token
)
namespace
=
self
.
args
.
organization
if
self
.
args
.
organization
is
not
None
else
user
for
filepath
,
filename
in
files
:
print
(
"About to upload file {} to S3 under filename {} and namespace {}"
.
format
(
ANSI
.
bold
(
filepath
),
ANSI
.
bold
(
filename
),
ANSI
.
bold
(
namespace
)
)
)
if
not
self
.
args
.
yes
:
choice
=
input
(
"Proceed? [Y/n] "
)
.
lower
()
if
not
(
choice
==
""
or
choice
==
"y"
or
choice
==
"yes"
):
print
(
"Abort"
)
exit
()
print
(
ANSI
.
bold
(
"Uploading... This might take a while if files are large"
))
for
filepath
,
filename
in
files
:
try
:
access_url
=
self
.
_api
.
presign_and_upload
(
token
=
token
,
filename
=
filename
,
filepath
=
filepath
,
organization
=
self
.
args
.
organization
)
except
HTTPError
as
e
:
print
(
e
)
print
(
ANSI
.
red
(
e
.
response
.
text
))
exit
(
1
)
print
(
"Your file now lives at:"
)
print
(
access_url
)
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