|
1
|
|
|
# -*- coding: utf-8 -*- |
|
2
|
|
|
# Apache Software License 2.0 |
|
3
|
|
|
# |
|
4
|
|
|
# Copyright (c) 2018, Christophe Duong |
|
5
|
|
|
# |
|
6
|
|
|
# Licensed under the Apache License, Version 2.0 (the "License"); |
|
7
|
|
|
# you may not use this file except in compliance with the License. |
|
8
|
|
|
# You may obtain a copy of the License at |
|
9
|
|
|
# |
|
10
|
|
|
# http://www.apache.org/licenses/LICENSE-2.0 |
|
11
|
|
|
# |
|
12
|
|
|
# Unless required by applicable law or agreed to in writing, software |
|
13
|
|
|
# distributed under the License is distributed on an "AS IS" BASIS, |
|
14
|
|
|
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
|
15
|
|
|
# See the License for the specific language governing permissions and |
|
16
|
|
|
# limitations under the License. |
|
17
|
|
|
""" |
|
18
|
|
|
Various Utility functions |
|
19
|
|
|
""" |
|
20
|
|
|
import hashlib |
|
21
|
|
|
import logging |
|
22
|
|
|
import os |
|
23
|
|
|
import re |
|
24
|
|
|
import webbrowser |
|
25
|
|
|
from shlex import quote |
|
26
|
|
|
from subprocess import PIPE # nosec |
|
27
|
|
|
from subprocess import STDOUT |
|
28
|
|
|
from subprocess import Popen |
|
29
|
|
|
from threading import Thread |
|
30
|
|
|
from time import sleep |
|
31
|
|
|
|
|
32
|
|
|
from aiscalator.core.log_regex_analyzer import LogRegexAnalyzer |
|
33
|
|
|
|
|
34
|
|
|
|
|
35
|
|
|
def data_file(path): |
|
36
|
|
|
""" |
|
37
|
|
|
Utility function to find resources data file packaged along with code |
|
38
|
|
|
|
|
39
|
|
|
Parameters |
|
40
|
|
|
---------- |
|
41
|
|
|
path : path |
|
42
|
|
|
path to the resource file in the package |
|
43
|
|
|
|
|
44
|
|
|
Returns |
|
45
|
|
|
------- |
|
46
|
|
|
absolute path to the resource data file |
|
47
|
|
|
""" |
|
48
|
|
|
return os.path.join(os.path.abspath(os.path.dirname(__file__)), path) |
|
49
|
|
|
|
|
50
|
|
|
|
|
51
|
|
|
def find(collection, item, field='name'): |
|
52
|
|
|
""" |
|
53
|
|
|
Finds an element in a collection which has a field equal |
|
54
|
|
|
to particular item value |
|
55
|
|
|
|
|
56
|
|
|
Parameters |
|
57
|
|
|
---------- |
|
58
|
|
|
collection : Set |
|
59
|
|
|
Collection of objects |
|
60
|
|
|
item |
|
61
|
|
|
value of the item that we are looking for |
|
62
|
|
|
field : string |
|
63
|
|
|
Name of the field from the object to inspect |
|
64
|
|
|
|
|
65
|
|
|
Returns |
|
66
|
|
|
------- |
|
67
|
|
|
object |
|
68
|
|
|
Corresponding element that has a field matching item in |
|
69
|
|
|
the collection |
|
70
|
|
|
""" |
|
71
|
|
|
for element in collection: |
|
72
|
|
|
if element[field] == item: |
|
73
|
|
|
return element |
|
74
|
|
|
return None |
|
75
|
|
|
|
|
76
|
|
|
|
|
77
|
|
|
def copy_replace(src, dst, pattern=None, replace_value=None): |
|
78
|
|
|
""" |
|
79
|
|
|
Copies a file from src to dst replacing pattern by replace_value |
|
80
|
|
|
|
|
81
|
|
|
Parameters |
|
82
|
|
|
---------- |
|
83
|
|
|
src : string |
|
84
|
|
|
Path to the source filename to copy from |
|
85
|
|
|
dst : string |
|
86
|
|
|
Path to the output filename to copy to |
|
87
|
|
|
pattern |
|
88
|
|
|
list of Patterns to replace inside the src file |
|
89
|
|
|
replace_value |
|
90
|
|
|
list of Values to replace by in the dst file |
|
91
|
|
|
|
|
92
|
|
|
""" |
|
93
|
|
|
file1 = open(src, 'r') if isinstance(src, str) else src |
|
94
|
|
|
file2 = open(dst, 'w') if isinstance(dst, str) else dst |
|
95
|
|
|
pattern = ( |
|
96
|
|
|
[pattern] if isinstance(pattern, str) |
|
97
|
|
|
else pattern |
|
98
|
|
|
) |
|
99
|
|
|
replace_value = ( |
|
100
|
|
|
[replace_value] if isinstance(replace_value, str) |
|
101
|
|
|
else replace_value |
|
102
|
|
|
) |
|
103
|
|
|
if replace_value and pattern: |
|
104
|
|
|
if len(replace_value) != len(pattern): |
|
105
|
|
|
raise Exception("Invalid parameters: pattern and replace_value" |
|
106
|
|
|
" have different sizes.") |
|
107
|
|
|
rules = [ |
|
108
|
|
|
(re.compile(regex, re.IGNORECASE), value) |
|
109
|
|
|
for regex, value in zip(pattern, replace_value) |
|
110
|
|
|
] |
|
111
|
|
|
else: |
|
112
|
|
|
rules = [] |
|
113
|
|
|
for line in file1: |
|
114
|
|
|
if rules: |
|
115
|
|
|
for rule in rules: |
|
116
|
|
|
line = re.sub(rule[0], rule[1], line) |
|
117
|
|
|
file2.write(line) |
|
118
|
|
|
if isinstance(src, str): |
|
119
|
|
|
file1.close() |
|
120
|
|
|
if isinstance(dst, str): |
|
121
|
|
|
file2.close() |
|
122
|
|
|
|
|
123
|
|
|
|
|
124
|
|
|
def log_info(pipe): |
|
125
|
|
|
""" Default logging function """ |
|
126
|
|
|
logger = logging.getLogger(__name__) |
|
127
|
|
|
for line in iter(pipe.readline, b''): |
|
128
|
|
|
logger.debug(line) |
|
129
|
|
|
return True |
|
130
|
|
|
|
|
131
|
|
|
|
|
132
|
|
|
class BackgroundThreadRunner(): |
|
133
|
|
|
""" |
|
134
|
|
|
Worker Thread to run logging output in the background |
|
135
|
|
|
|
|
136
|
|
|
... |
|
137
|
|
|
|
|
138
|
|
|
Attributes |
|
139
|
|
|
---------- |
|
140
|
|
|
_process : |
|
141
|
|
|
Process object of the command running in the background |
|
142
|
|
|
_log_function : function(stream -> bool) |
|
143
|
|
|
callback function to log the output of the command |
|
144
|
|
|
_no_redirect : bool |
|
145
|
|
|
whether the subprocess STDOUT and STDERR should be redirected to logs |
|
146
|
|
|
_worker : Thread |
|
147
|
|
|
Thread object |
|
148
|
|
|
""" |
|
149
|
|
|
def __init__(self, command, log_function, no_redirect=False): |
|
150
|
|
|
self._no_redirect = no_redirect |
|
151
|
|
|
if no_redirect: |
|
152
|
|
|
self._process = Popen(command) # nosec |
|
153
|
|
|
else: |
|
154
|
|
|
self._process = Popen(command, stdout=PIPE, stderr=STDOUT) # nosec |
|
155
|
|
|
self._log_function = log_function |
|
156
|
|
|
self._worker = Thread(name='worker', target=self.run) |
|
157
|
|
|
self._worker.start() |
|
158
|
|
|
|
|
159
|
|
|
def run(self): |
|
160
|
|
|
""" |
|
161
|
|
|
Starts the Thread, process the output of the process. |
|
162
|
|
|
|
|
163
|
|
|
""" |
|
164
|
|
|
if not self._no_redirect: |
|
165
|
|
|
self._log_function(self._process.stdout) |
|
166
|
|
|
|
|
167
|
|
|
def process(self): |
|
168
|
|
|
"""Returns the process object.""" |
|
169
|
|
|
return self._process |
|
170
|
|
|
|
|
171
|
|
|
|
|
172
|
|
|
def subprocess_run(command, log_function=log_info, |
|
173
|
|
|
no_redirect=False, wait=True): |
|
174
|
|
|
""" |
|
175
|
|
|
Run command in a subprocess while redirecting output to log_function. |
|
176
|
|
|
|
|
177
|
|
|
The subprocess either runs synchroneoulsy or in the background depending on |
|
178
|
|
|
the wait parameter. |
|
179
|
|
|
|
|
180
|
|
|
Parameters |
|
181
|
|
|
---------- |
|
182
|
|
|
command : List |
|
183
|
|
|
Command to run in the subprocess |
|
184
|
|
|
log_function : function |
|
185
|
|
|
Callback function to log the output of the subprocess |
|
186
|
|
|
no_redirect : bool |
|
187
|
|
|
whether the subprocess STDOUT and STDERR should be redirected to logs |
|
188
|
|
|
wait : bool |
|
189
|
|
|
Whether the subprocess should be run synchroneously or in |
|
190
|
|
|
the background |
|
191
|
|
|
Returns |
|
192
|
|
|
------- |
|
193
|
|
|
int |
|
194
|
|
|
return code of the subprocess |
|
195
|
|
|
BackgroundThreadRunner |
|
196
|
|
|
the thread running in the background |
|
197
|
|
|
""" |
|
198
|
|
|
if wait: |
|
199
|
|
|
if no_redirect: |
|
200
|
|
|
process = Popen(command, shell=False) # nosec |
|
201
|
|
|
else: |
|
202
|
|
|
process = Popen(command, |
|
203
|
|
|
stdout=PIPE, |
|
204
|
|
|
stderr=STDOUT, |
|
205
|
|
|
shell=False) # nosec |
|
206
|
|
|
with process.stdout: |
|
207
|
|
|
log_function(process.stdout) |
|
208
|
|
|
return process.wait() |
|
209
|
|
|
else: |
|
210
|
|
|
return BackgroundThreadRunner(command, log_function, no_redirect) |
|
211
|
|
|
|
|
212
|
|
|
|
|
213
|
|
|
def format_file_content(content, prefix="", suffix=""): |
|
214
|
|
|
""" |
|
215
|
|
|
Reformat the content of a file line by line, adding prefix and suffix |
|
216
|
|
|
strings. |
|
217
|
|
|
|
|
218
|
|
|
Parameters |
|
219
|
|
|
---------- |
|
220
|
|
|
content : str |
|
221
|
|
|
path to the file to reformat its content |
|
222
|
|
|
prefix : str |
|
223
|
|
|
add to each line this prefix string |
|
224
|
|
|
suffix : str |
|
225
|
|
|
add to each line this suffix string |
|
226
|
|
|
Returns |
|
227
|
|
|
------- |
|
228
|
|
|
str |
|
229
|
|
|
Formatted content of the file |
|
230
|
|
|
""" |
|
231
|
|
|
result = "" |
|
232
|
|
|
with open(content, "r") as file: |
|
233
|
|
|
for line in file: |
|
234
|
|
|
# TODO handle comments |
|
235
|
|
|
# TODO check validity of the line for extra security |
|
236
|
|
|
result += prefix + quote(line) + suffix |
|
237
|
|
|
return result |
|
238
|
|
|
|
|
239
|
|
|
|
|
240
|
|
|
def sha256(file: str): |
|
241
|
|
|
""" |
|
242
|
|
|
Reads a file content and returns its sha256 hash. |
|
243
|
|
|
|
|
244
|
|
|
""" |
|
245
|
|
|
sha = hashlib.sha256() |
|
246
|
|
|
with open(file, "rb") as content: |
|
247
|
|
|
for line in content: |
|
248
|
|
|
sha.update(line) |
|
249
|
|
|
return sha.hexdigest() |
|
250
|
|
|
|
|
251
|
|
|
|
|
252
|
|
|
def wait_for_jupyter_lab(commands, logger, notebook, port, folder): |
|
253
|
|
|
""" |
|
254
|
|
|
|
|
255
|
|
|
Parameters |
|
256
|
|
|
---------- |
|
257
|
|
|
commands |
|
258
|
|
|
logger |
|
259
|
|
|
notebook |
|
260
|
|
|
port |
|
261
|
|
|
|
|
262
|
|
|
Returns |
|
263
|
|
|
------- |
|
264
|
|
|
|
|
265
|
|
|
""" |
|
266
|
|
|
log = LogRegexAnalyzer(b'http://.*:8888/.token=([a-zA-Z0-9]+)\n') |
|
267
|
|
|
logger.info("Running...: %s", " ".join(commands)) |
|
268
|
|
|
subprocess_run(commands, log_function=log.grep_logs, wait=False) |
|
269
|
|
|
for i in range(5): |
|
270
|
|
|
sleep(2) |
|
271
|
|
|
if log.artifact(): |
|
272
|
|
|
break |
|
273
|
|
|
msg = "docker run does not seem to be up yet..." |
|
274
|
|
|
msg += " retrying (%s/5)" |
|
275
|
|
|
logger.warning(msg, i) |
|
276
|
|
|
if log.artifact(): |
|
277
|
|
|
# TODO handle url better (not always localhost?) |
|
278
|
|
|
url = ("http://localhost:" + str(port) + |
|
279
|
|
|
"/lab/tree/work/" + folder + "/" + |
|
280
|
|
|
notebook + "?token=" + |
|
281
|
|
|
log.artifact()) |
|
282
|
|
|
logger.info("%s is up and running.", url) |
|
283
|
|
|
# TODO --no-browser option |
|
284
|
|
|
webbrowser.open(url) |
|
285
|
|
|
return url |
|
286
|
|
|
return "" |
|
287
|
|
|
|