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 | import atexit
import logging
import gc
import os
import re
import sys
import warnings
import click
import dask
from tornado.ioloop import IOLoop
from distributed import Scheduler
from distributed.preloading import validate_preload_argv
from distributed.cli.utils import check_python_3, install_signal_handlers
from distributed.utils import deserialize_for_cli
from distributed.proctitle import (
enable_proctitle_on_children,
enable_proctitle_on_current,
)
logger = logging.getLogger("distributed.scheduler")
pem_file_option_type = click.Path(exists=True, resolve_path=True)
@click.command(context_settings=dict(ignore_unknown_options=True))
@click.option("--host", type=str, default="", help="URI, IP or hostname of this server")
@click.option("--port", type=int, default=None, help="Serving port")
@click.option(
"--interface",
type=str,
default=None,
help="Preferred network interface like 'eth0' or 'ib0'",
)
@click.option(
"--protocol", type=str, default=None, help="Protocol like tcp, tls, or ucx"
)
@click.option(
"--tls-ca-file",
type=pem_file_option_type,
default=None,
help="CA cert(s) file for TLS (in PEM format)",
)
@click.option(
"--tls-cert",
type=pem_file_option_type,
default=None,
help="certificate file for TLS (in PEM format)",
)
@click.option(
"--tls-key",
type=pem_file_option_type,
default=None,
help="private key file for TLS (in PEM format)",
)
# XXX default port (or URI) values should be centralized somewhere
@click.option(
"--bokeh-port", type=int, default=None, help="Deprecated. See --dashboard-address"
)
@click.option(
"--dashboard-address",
type=str,
default=":8787",
show_default=True,
help="Address on which to listen for diagnostics dashboard",
)
@click.option(
"--dashboard/--no-dashboard",
"dashboard",
default=True,
required=False,
help="Launch the Dashboard [default: --dashboard]",
)
@click.option(
"--bokeh/--no-bokeh",
"bokeh",
default=None,
required=False,
help="Deprecated. See --dashboard/--no-dashboard.",
)
@click.option("--show/--no-show", default=False, help="Show web UI [default: --show]")
@click.option(
"--dashboard-prefix", type=str, default="", help="Prefix for the dashboard app"
)
@click.option(
"--use-xheaders",
type=bool,
default=False,
show_default=True,
help="User xheaders in dashboard app for ssl termination in header",
)
@click.option("--pid-file", type=str, default="", help="File to write the process PID")
@click.option(
"--scheduler-file",
type=str,
default="",
help="File to write connection information. "
"This may be a good way to share connection information if your "
"cluster is on a shared network file system.",
)
@click.option(
"--preload",
type=str,
multiple=True,
is_eager=True,
default="",
help="Module that should be loaded by the scheduler process "
'like "foo.bar" or "/path/to/foo.py".',
)
@click.argument(
"preload_argv", nargs=-1, type=click.UNPROCESSED, callback=validate_preload_argv
)
@click.option(
"--idle-timeout",
default=None,
type=str,
help="Time of inactivity after which to kill the scheduler",
)
@click.version_option()
def main(
host,
port,
bokeh_port,
show,
dashboard,
bokeh,
dashboard_prefix,
use_xheaders,
pid_file,
tls_ca_file,
tls_cert,
tls_key,
dashboard_address,
**kwargs
):
g0, g1, g2 = gc.get_threshold() # https://github.com/dask/distributed/issues/1653
gc.set_threshold(g0 * 3, g1 * 3, g2 * 3)
enable_proctitle_on_current()
enable_proctitle_on_children()
if bokeh_port is not None:
warnings.warn(
"The --bokeh-port flag has been renamed to --dashboard-address. "
"Consider adding ``--dashboard-address :%d`` " % bokeh_port
)
dashboard_address = bokeh_port
if bokeh is not None:
warnings.warn(
"The --bokeh/--no-bokeh flag has been renamed to --dashboard/--no-dashboard. "
)
dashboard = bokeh
if port is None and (not host or not re.search(r":\d", host)):
port = 8786
sec = {
k: v
for k, v in [
("tls_ca_file", tls_ca_file),
("tls_scheduler_cert", tls_cert),
("tls_scheduler_key", tls_key),
]
if v is not None
}
if "DASK_INTERNAL_INHERIT_CONFIG" in os.environ:
config = deserialize_for_cli(os.environ["DASK_INTERNAL_INHERIT_CONFIG"])
# Update the global config given priority to the existing global config
dask.config.update(dask.config.global_config, config, priority="old")
if not host and (tls_ca_file or tls_cert or tls_key):
host = "tls://"
if pid_file:
with open(pid_file, "w") as f:
f.write(str(os.getpid()))
def del_pid_file():
if os.path.exists(pid_file):
os.remove(pid_file)
atexit.register(del_pid_file)
if sys.platform.startswith("linux"):
import resource # module fails importing on Windows
soft, hard = resource.getrlimit(resource.RLIMIT_NOFILE)
limit = max(soft, hard // 2)
resource.setrlimit(resource.RLIMIT_NOFILE, (limit, hard))
loop = IOLoop.current()
logger.info("-" * 47)
scheduler = Scheduler(
loop=loop,
security=sec,
host=host,
port=port,
dashboard=dashboard,
dashboard_address=dashboard_address,
http_prefix=dashboard_prefix,
**kwargs
)
logger.info("-" * 47)
install_signal_handlers(loop)
async def run():
await scheduler
await scheduler.finished()
try:
loop.run_sync(run)
finally:
scheduler.stop()
logger.info("End scheduler at %r", scheduler.address)
def go():
check_python_3()
main()
if __name__ == "__main__":
go()
|