FazBrowse GitHub Viewer
|
Trending
|
URL:
|
Home
Tools:
[Download Repo ZIP]
[View Raw Code]
[Original HTTPS Page]
algorithmia-python/Algorithmia/CLI.py at develop · algorithmiaio/algorithmia-python · GitHub
Uh oh!
There was an error while loading.
Please reload this page
.
algorithmiaio
/
algorithmia-python
Public
Notifications
You must be signed in to change notification settings
Fork
38
Star
138
Code
Issues
5
Pull requests
4
Actions
Security and quality
0
Insights
Additional navigation options
Code
Issues
Pull requests
Actions
Security and quality
Insights
Expand file tree
Breadcrumbs
algorithmia-python
/
Algorithmia
/
CLI.py
Copy path
More file actions
More file actions
Latest commit
History
History
History
396 lines (316 loc) · 13.6 KB
Breadcrumbs
algorithmia-python
/
Algorithmia
/
CLI.py
Copy path
File metadata and controls
396 lines (316 loc) · 13.6 KB
Raw
Copy raw file
Download raw file
Open symbols panel
Edit and raw actions
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
import
Algorithmia
import
os
from
Algorithmia
.
errors
import
DataApiError
,
AlgorithmException
from
Algorithmia
.
algo_response
import
AlgoResponse
import
json
,
re
,
requests
,
six
import
toml
import
shutil
class
CLI
:
def
__init__
(
self
):
self
.
client
=
Algorithmia
.
client
()
# algo auth
def
auth
(
self
,
apiaddress
,
apikey
=
""
,
cacert
=
""
,
profile
=
"default"
,
bearer
=
""
):
# store api key in local config file and read from it each time a client needs to be created
key
=
self
.
getconfigfile
()
config
=
toml
.
load
(
key
)
if
(
'profiles'
in
config
.
keys
()):
if
(
profile
in
config
[
'profiles'
].
keys
()):
config
[
'profiles'
][
profile
][
'api_key'
]
=
apikey
config
[
'profiles'
][
profile
][
'api_server'
]
=
apiaddress
config
[
'profiles'
][
profile
][
'ca_cert'
]
=
cacert
config
[
'profiles'
][
profile
][
'bearer_token'
]
=
bearer
else
:
config
[
'profiles'
][
profile
]
=
{
'api_key'
:
apikey
,
'api_server'
:
apiaddress
,
'ca_cert'
:
cacert
,
'bearer_token'
:
bearer
}
else
:
config
[
'profiles'
]
=
{
profile
:{
'api_key'
:
apikey
,
'api_server'
:
apiaddress
,
'ca_cert'
:
cacert
,
'bearer_token'
:
bearer
}}
with
open
(
key
,
"w"
)
as
key
:
toml
.
dump
(
config
,
key
)
self
.
ls
(
path
=
None
,
client
=
CLI
().
getClient
(
profile
))
# algo run <algo> <args..> run the the specified algo
def
runalgo
(
self
,
options
,
client
):
algo_input
=
None
algo
=
client
.
algo
(
options
.
algo
)
url
=
client
.
apiAddress
+
algo
.
url
result
=
None
content
=
None
algo
.
set_options
(
timeout
=
options
.
timeout
,
stdout
=
options
.
debug
)
# handle input type flags
if
(
options
.
data
!=
None
):
# data
algo_input
=
options
.
data
result
=
algo
.
pipe
(
algo_input
)
elif
(
options
.
text
!=
None
):
# text
algo_input
=
options
.
text
key
=
self
.
getAPIkey
(
options
.
profile
)
content
=
'text/plain'
algo_input
=
algo_input
.
encode
(
'utf-8'
)
elif
(
options
.
json
!=
None
):
# json
algo_input
=
options
.
json
key
=
self
.
getAPIkey
(
options
.
profile
)
content
=
'application/json'
elif
(
options
.
binary
!=
None
):
# binary
algo_input
=
bytes
(
options
.
binary
)
key
=
self
.
getAPIkey
(
options
.
profile
)
content
=
'application/octet-stream'
elif
(
options
.
data_file
!=
None
):
# data file
algo_input
=
open
(
options
.
data_file
,
"r"
).
read
()
result
=
algo
.
pipe
(
algo_input
)
elif
(
options
.
text_file
!=
None
):
# text file
algo_input
=
open
(
options
.
text_file
,
"r"
).
read
()
key
=
self
.
getAPIkey
(
options
.
profile
)
content
=
'text/plain'
algo_input
=
algo_input
.
encode
(
'utf-8'
)
elif
(
options
.
json_file
!=
None
):
# json file
# read json file and run algo with that input bypassing the auto detection of input type in pipe
with
open
(
options
.
json_file
,
"r"
)
as
f
:
algo_input
=
f
.
read
()
key
=
self
.
getAPIkey
(
options
.
profile
)
content
=
'application/json'
algo_input
=
json
.
dumps
(
algo_input
).
encode
(
'utf-8'
)
elif
(
options
.
binary_file
!=
None
):
# binary file
with
open
(
options
.
binary_file
,
"rb"
)
as
f
:
algo_input
=
bytes
(
f
.
read
())
key
=
self
.
getAPIkey
(
options
.
profile
)
content
=
'application/octet-stream'
else
:
output
=
"no valid input detected"
if
(
content
!=
None
):
result
=
AlgoResponse
.
create_algo_response
(
requests
.
post
(
url
,
data
=
algo_input
,
headers
=
{
'Authorization'
:
key
,
'Content-Type'
:
content
},
params
=
algo
.
query_parameters
).
json
())
if
(
result
!=
None
):
output
=
result
.
result
# handle output flags
# output to file if there is an output file specified
if
(
options
.
output
!=
None
):
outputFile
=
options
.
output
try
:
if
isinstance
(
result
.
result
,
bytearray
)
or
isinstance
(
result
.
result
,
bytes
):
out
=
open
(
outputFile
,
"wb"
)
out
.
write
(
result
.
result
)
out
.
close
()
else
:
out
=
open
(
outputFile
,
"w"
)
out
.
write
(
result
.
result
)
out
.
close
()
output
=
""
except
Exception
as
error
:
print
(
error
)
return
output
# algo mkdir <path>
def
mkdir
(
self
,
path
,
client
):
# make a dir in data collection
newDir
=
client
.
dir
(
path
)
if
newDir
.
exists
()
is
False
:
newDir
.
create
()
# algo rmdir <path>
def
rmdir
(
self
,
path
,
client
,
force
=
False
):
# remove a dir in data collection
Dir
=
client
.
dir
(
path
)
try
:
if
Dir
.
exists
():
Dir
.
delete
(
force
)
except
Algorithmia
.
errors
.
DataApiError
as
e
:
print
(
e
)
def
rm
(
self
,
path
,
client
):
# for f in path
file
=
client
.
file
(
path
)
try
:
if
file
.
exists
():
file
.
delete
()
except
Algorithmia
.
errors
.
DataApiError
as
e
:
print
(
e
)
# algo ls <path>
def
ls
(
self
,
path
,
client
,
longlist
=
False
):
# by default list user's hosted data
listing
=
""
if
path
is
None
:
path
=
"data://"
file
=
path
.
split
(
'/'
)
if
file
[
-
1
]
!=
''
:
# path is a file, list parent
directory
=
path
[:
-
len
(
file
[
-
1
])]
f
=
client
.
dir
(
directory
)
response
=
client
.
getHelper
(
f
.
url
,
**
{})
if
response
.
status_code
!=
200
:
raise
DataApiError
(
"failed to get file info: "
+
str
(
response
.
content
))
responseContent
=
response
.
content
if
isinstance
(
responseContent
,
six
.
binary_type
):
responseContent
=
responseContent
.
decode
()
content
=
json
.
loads
(
responseContent
)
if
'files'
in
content
:
f
=
client
.
file
(
path
)
for
file_info
in
content
[
'files'
]:
if
file_info
[
'filename'
]
==
file
[
-
1
]:
f
.
set_attributes
(
file_info
)
if
longlist
:
listing
+=
f
.
last_modified
.
strftime
(
"%Y-%m-%d %H:%M:%S"
)
+
' '
listing
+=
str
(
f
.
size
)
+
' '
listing
+=
f
.
path
+
"
\n
"
else
:
listing
+=
f
.
path
+
"
\n
"
else
:
# path is a directory
if
longlist
:
listingDir
=
client
.
dir
(
path
)
for
f
in
listingDir
.
dirs
():
listing
+=
f
.
path
+
"/
\n
"
for
f
in
listingDir
.
files
():
listing
+=
f
.
last_modified
.
strftime
(
"%Y-%m-%d %H:%M:%S"
)
+
' '
listing
+=
str
(
f
.
size
)
+
' '
listing
+=
f
.
path
+
"
\n
"
else
:
listingDir
=
client
.
dir
(
path
)
for
f
in
listingDir
.
dirs
():
listing
+=
f
.
path
+
"/
\n
"
for
f
in
listingDir
.
files
():
listing
+=
f
.
path
+
"
\n
"
return
listing
# algo cat <file>
def
cat
(
self
,
path
,
client
):
result
=
""
for
f
in
path
:
if
'://'
in
f
and
not
f
.
startswith
(
"http"
):
if
f
[
-
1
]
==
'*'
:
path
+=
[
'data://'
+
file
.
path
for
file
in
client
.
dir
(
f
[:
len
(
f
)
-
2
]).
files
()]
else
:
file
=
client
.
file
(
f
)
if
file
.
exists
():
result
+=
file
.
getString
()
else
:
result
=
"file does not exist "
+
f
break
else
:
print
(
"operands must be a path to a remote data source data://"
)
break
return
result
# algo freeze
def
freezeAlgo
(
self
,
client
,
manifest_path
=
"model_manifest.json"
):
client
.
freeze
(
manifest_path
)
# algo cp <src> <dest>
def
cp
(
self
,
src
,
dest
,
client
):
if
(
src
is
None
or
dest
is
None
):
print
(
"expected algo cp <src> <dest>"
)
else
:
destLocation
=
client
.
file
(
dest
)
for
f
in
src
:
# if dest is a directory apend the src name
# if there are multiple src files only the final one will be copied if dest is not a directory
destPath
=
dest
path
=
dest
.
split
(
'/'
)
if
(
os
.
path
.
isdir
(
dest
)
or
client
.
dir
(
dest
).
exists
()
and
len
(
path
)
<=
5
):
if
(
dest
[
-
1
]
==
'/'
and
path
[
-
1
]
==
''
):
destPath
+=
client
.
file
(
f
).
getName
()
elif
(
len
(
path
)
==
4
or
"data://"
not
in
dest
):
destPath
+=
'/'
+
client
.
file
(
f
).
getName
()
if
(
f
[
-
1
]
==
'*'
):
src
+=
[
'data://'
+
file
.
path
for
file
in
client
.
dir
(
f
[:
len
(
f
)
-
2
]).
files
()]
# if src is local and dest is remote
elif
(
"data://"
not
in
f
and
"data://"
in
dest
):
client
.
file
(
destPath
).
putFile
(
f
)
# if src and dest are remote
elif
(
"data://"
in
f
and
"data://"
in
dest
):
file
=
client
.
file
(
f
).
getFile
()
filename
=
file
.
name
file
.
close
()
client
.
file
(
destPath
).
putFile
(
filename
)
# if src is remote and dest is local
elif
(
"data://"
in
f
and
"data://"
not
in
dest
):
file
=
client
.
file
(
f
).
getFile
()
filename
=
file
.
name
file
.
close
()
shutil
.
move
(
filename
,
destPath
)
else
:
print
(
"at least one of the operands must be a path to a remote data source data://"
)
def
get_environment_by_language
(
self
,
language
,
client
):
response
=
client
.
get_environment
(
language
)
if
"error"
in
response
:
return
json
.
dumps
(
response
)
return
json
.
dumps
(
response
[
'environments'
],
indent
=
1
)
def
list_languages
(
self
,
client
):
response
=
client
.
get_supported_languages
()
table
=
[]
if
"error"
not
in
response
:
table
.
append
(
"{:<25} {:<35}"
.
format
(
'Name'
,
'Description'
))
for
lang
in
response
:
table
.
append
(
"{:<25} {:<35}"
.
format
(
lang
[
'name'
],
lang
[
'display_name'
]))
else
:
table
.
append
(
json
.
dumps
(
response
))
return
table
def
getBuildLogs
(
self
,
user
,
algo
,
client
):
api_response
=
client
.
algo
(
user
+
'/'
+
algo
).
get_builds
()
return
json
.
dumps
(
api_response
[
'results'
],
indent
=
1
)
def
getconfigfile
(
self
):
if
(
os
.
name
==
"posix"
):
# if!windows
# ~/.algorithmia/config
# create the api key file if it does not exist
keyPath
=
os
.
environ
[
'HOME'
]
+
"/.algorithmia/"
elif
(
os
.
name
==
"nt"
):
# ifwindows
# %LOCALAPPDATA%\Algorithmia\config
# create the api key file if it does not exist
keyPath
=
os
.
path
.
expandvars
(
"%LOCALAPPDATA%
\\
Algorithmia
\\
"
)
keyFile
=
"config"
if
(
not
os
.
path
.
exists
(
keyPath
)):
os
.
mkdir
(
keyPath
)
if
(
not
os
.
path
.
exists
(
keyPath
+
keyFile
)):
with
open
(
keyPath
+
keyFile
,
"w"
)
as
file
:
file
.
write
(
"[profiles]
\n
"
)
file
.
write
(
"[profiles.default]
\n
"
)
file
.
write
(
"api_key = ''
\n
"
)
file
.
write
(
"api_server = ''
\n
"
)
file
.
write
(
"ca_cert = ''
\n
"
)
file
.
write
(
"bearer_token = ''
\n
"
)
key
=
keyPath
+
keyFile
return
key
def
get_template
(
self
,
envid
,
dest
,
client
):
response
=
client
.
get_template
(
envid
,
dest
)
return
response
def
getAPIkey
(
self
,
profile
):
key
=
self
.
getconfigfile
()
config_dict
=
toml
.
load
(
key
)
if
'profiles'
in
config_dict
and
profile
in
config_dict
[
'profiles'
]
and
\
config_dict
[
'profiles'
][
profile
][
'api_key'
]
!=
""
:
return
config_dict
[
'profiles'
][
profile
][
'api_key'
]
else
:
return
None
def
getBearerToken
(
self
,
profile
):
key
=
self
.
getconfigfile
()
config_dict
=
toml
.
load
(
key
)
if
'profiles'
in
config_dict
and
profile
in
config_dict
[
'profiles'
]
and
\
config_dict
[
'profiles'
][
profile
][
'bearer_token'
]
!=
""
:
return
config_dict
[
'profiles'
][
profile
][
'bearer_token'
]
else
:
return
None
def
getAPIaddress
(
self
,
profile
):
key
=
self
.
getconfigfile
()
config_dict
=
toml
.
load
(
key
)
if
config_dict
[
'profiles'
][
profile
][
'api_server'
]
!=
""
:
return
config_dict
[
'profiles'
][
profile
][
'api_server'
]
else
:
return
None
def
getCert
(
self
,
profile
):
key
=
self
.
getconfigfile
()
config_dict
=
toml
.
load
(
key
)
if
'profiles'
in
config_dict
and
profile
in
config_dict
[
'profiles'
]
and
\
config_dict
[
'profiles'
][
profile
][
'ca_cert'
]
!=
""
:
return
config_dict
[
'profiles'
][
profile
][
'ca_cert'
]
else
:
return
None
def
getClient
(
self
,
profile
):
apiAddress
=
self
.
getAPIaddress
(
profile
)
apiKey
=
self
.
getAPIkey
(
profile
)
caCert
=
self
.
getCert
(
profile
)
bearer
=
None
if
apiKey
is
None
:
bearer
=
self
.
getBearerToken
(
profile
)
return
Algorithmia
.
client
(
api_key
=
apiKey
,
api_address
=
apiAddress
,
ca_cert
=
caCert
,
bearer_token
=
bearer
)
Back
|
FazBrowse Home
|
New Git URL