7 Commits

Author SHA1 Message Date
zmy
2685e20782 bug fix 2020-12-17 20:02:34 +08:00
zmy
e06555d14f fix a bug 2020-12-17 19:55:29 +08:00
zmy
27604247af update readme 2020-12-14 18:39:52 +08:00
zmy
1f9984893b improve style 2020-12-14 18:34:51 +08:00
zmy
37a1cfe942 change version to 0.0.3 2020-12-14 18:20:56 +08:00
zmy
8ae743e166 fix a bug which do not show summed vmen in process section and some slight modifications 2020-12-14 18:19:49 +08:00
zmy
5f57991308 add support for fine-grained style control 2020-12-14 16:54:49 +08:00
5 changed files with 203 additions and 76 deletions

2
.gitignore vendored
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@@ -3,6 +3,8 @@
__pycache__/
*.py[cod]
*$py.class
try.py
.vscode/
# C extensions
*.so

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@@ -6,7 +6,7 @@ A naive tool for observing gpu status and auto set visible gpu in python code.
1. install the package.
```shell
pip install https://git.zmy.pub/zmyme/gpuutil/archive/v0.0.2.tar.gz
pip install https://git.zmy.pub/zmyme/gpuutil/archive/v0.0.3.tar.gz
```
2. for observing gpu status, just input
@@ -15,29 +15,45 @@ python -m gpuutil <options>
```
when directly running ```python -m gpuutil```, you would probably get:
```text
+---+------+------+---------+---------+------+---------------+
|ID | Fan | Temp | Pwr | Freq | Util | Vmem |
+---+------+------+---------+---------+------+---------------+
| 0 | 22 % | 33 C | 4.47 W | 300 MHz | 0 % | 1569/11019 MiB|
| 1 | 22 % | 35 C | 3.87 W | 300 MHz | 0 % | 3/11019 MiB|
| 2 | 22 % | 36 C | 8.22 W | 300 MHz | 0 % | 3/11019 MiB|
| 3 | 22 % | 36 C | 21.82 W | 300 MHz | 0 % | 3/11019 MiB|
+---+------+------+---------+---------+------+---------------+
[34860|0] user1(783 MiB) python train.py --some -args
[38694|0] user2(783 MiB) python train.py --some --other -args
+----+------+------+----------+----------+------+----------------+
| ID | Fan | Temp | Pwr | Freq | Util | Vmem |
+----+------+------+----------+----------+------+----------------+
| 0 | 22 % | 21 C | 9.11 W | 300 MHz | 0 % | 3089/11019 MiB |
| 1 | 22 % | 23 C | 6.28 W | 300 MHz | 0 % | 786/11019 MiB |
| 2 | 38 % | 59 C | 92.04 W | 1890 MHz | 6 % | 3608/11019 MiB |
| 3 | 40 % | 67 C | 246.38 W | 1740 MHz | 93 % | 3598/11019 MiB |
+----+------+------+----------+----------+------+----------------+
| Process Info |
+----------------------------------------------------------------+
| [26107|0] user1(737 MiB) python |
| [34033|0,1] user2(1566 MiB) python |
| [37190|0] user2(783 MiB) python |
| [37260|0] user2(783 MiB) python |
| [30356|2] user3(3605 MiB) python train.py --args --some really |
| long arguments |
| [34922|3] user3(3595 MiB) python train.py --args --some really |
| long arguments version 2 |
+----------------------------------------------------------------+
```
To get more information, run ```python -m gpuutil -h```, you would get:
```text
python __main__.py -h
usage: __main__.py [-h] [--profile PROFILE] [--cols COLS] [--show-process SHOW_PROCESS] [--save]
usage: __main__.py [-h] [--profile PROFILE] [--cols COLS] [--style STYLE]
[--show-process SHOW_PROCESS] [--vertical VERTICAL] [--save]
optional arguments:
-h, --help show this help message and exit
--profile PROFILE, -p PROFILE
profile keyword, corresponding configuration are saved in ~/.gpuutil.conf
--cols COLS, -c COLS colums to show
--cols COLS, -c COLS colums to show.(Availabel cols: ['ID', 'Fan', 'Temp', 'TempMax', 'Pwr',
'PwrMax', 'Freq', 'FreqMax', 'Util', 'Vmem', 'UsedMem', 'TotalMem', 'FreeMem',
'Users']
--style STYLE, -sty STYLE
column style, format: |c|l:15|r|c:14rl:13|, c,l,r are align methods, | is line
and :(int) are width limit.
--show-process SHOW_PROCESS, -sp SHOW_PROCESS
whether show process or not
--vertical VERTICAL, -v VERTICAL
whether show each user in different lines. (show user vertically)
--save save config to profile
```

View File

@@ -26,6 +26,34 @@ def save_config(config):
with open(configdir, 'w+', encoding='utf-8') as f:
json.dump(config, f, ensure_ascii=False, indent=4)
# style format: |c|l:15|r|c:14rl:13|
def parse_style(style):
if style is None:
return None, None
components = []
limits = []
while len(style) > 0:
ch = style[0]
if ch == '|':
components.append(ch)
style = style[1:]
continue
elif ch in ['l', 'r', 'c']:
limit = None
style = style[1:]
if style[0] == ':':
style = style[1:]
digits = ''
while style[0].isdigit():
digits += style[0]
style = style[1:]
if digits != '':
limit = int(digits)
components.append(ch)
limits.append(limit)
style = ''.join(components)
return style, limits
if __name__ == '__main__':
stat = GPUStat()
@@ -34,12 +62,16 @@ if __name__ == '__main__':
parser = argparse.ArgumentParser()
parser.add_argument('--profile', '-p', default=None, type=str, help='profile keyword, corresponding configuration are saved in ~/.gpuutil.conf')
parser.add_argument('--cols', '-c', type=csv2list, help='colums to show')
parser.add_argument('--cols', '-c', type=csv2list, help='colums to show.(Availabel cols: {0}'.format(avaliable_cols))
parser.add_argument('--style', '-sty', type=str, default=None, help='column style, format: |c|l:15|r|c:14rl:13|, c,l,r are align methods, | is line and :(int) are width limit.')
parser.add_argument('--show-process', '-sp', default=True, type=str2bool, help='whether show process or not')
parser.add_argument('--vertical', '-v', default=False, type=str2bool, help='whether show each user in different lines. (show user vertically)')
parser.add_argument('--save', default=False, action="store_true", help='save config to profile')
args = parser.parse_args()
cols = args.cols if args.cols is not None else recommended_cols
show_process = args.show_process
style, limit = parse_style(args.style)
vertical = args.vertical
unexpected_cols = []
for col in cols:
if col not in avaliable_cols:
@@ -50,7 +82,10 @@ if __name__ == '__main__':
if args.save:
params = {
"cols": cols,
"show-process": show_process
"style": style,
"limit": limit,
"show-process": show_process,
"vertical": vertical
}
profile = args.profile if args.profile is not None else input('Please input your profile name:\n>>> ')
config = load_config()
@@ -62,6 +97,16 @@ if __name__ == '__main__':
params = config[args.profile]
cols = params["cols"]
show_process = params["show-process"]
style = None
limit = None
vertical = False
if "style" in params:
style = params["style"]
if "limit" in params:
limit = params["limit"]
if "vertical" in params:
vertical = params["vertical"]
else:
raise ValueError('Profile do not exist.\nAvaliable Profiles:{0}'.format(','.join(list(config.keys()))))
stat.show(enabled_cols = cols, show_command=show_process)
stat.show(enabled_cols = cols, colsty=style, colsz=limit, vertical=vertical, show_command=show_process)

View File

@@ -168,50 +168,94 @@ def get_basic_process_info_windows():
}
return processes
def draw_table(table, header_line = 0, c_align = 'r', h_align='c', delemeter = ' | ', joint_delemeter = '-+-'):
# calculate max lengths.
num_columns = len(table[0])
def cvt_align(align, num_columns):
if type(align) is str:
if len(align) == 1:
return [align] * num_columns
elif len(align) == num_columns:
return list(align)
else:
raise ValueError('align flag length mismatch')
else:
return align
c_align = cvt_align(c_align, num_columns)
h_align = cvt_align(h_align, num_columns)
max_lengths = [0] * num_columns
def draw_table(table, rowsty=None, colsty=None, colsz = None):
def justify(s, align, width):
if align == 'c':
s = s.center(width)
elif align == 'r':
s = s.rjust(width)
elif align == 'l':
s = s.ljust(width)
return s
num_cols = len(table[0])
if rowsty is None:
rowsty = '|' + '|'.join(['c']*len(table)) + '|'
if colsty is None:
colsty = '|' + '|'.join(['c']*num_cols) + '|'
# check tables.
for row in table:
if len(row) != num_cols:
raise ValueError('different cols!')
col_width = [0] * num_cols
if colsz is None:
colsz = [None] * num_cols
# collect widths.
for row in table:
for i, col in enumerate(row):
if len(col) > max_lengths[i]:
max_lengths[i] = len(col)
width = sum(max_lengths) + num_columns * len(delemeter) + 1
hline = '+'
hline += joint_delemeter.join(['-' * length for length in max_lengths])
hline += '+\n'
info = hline
for i, row in enumerate(table):
info += '|'
row_just = []
align = h_align if i <= header_line else c_align
for w, col, a in zip(max_lengths, row, align):
if a == 'c':
row_just.append(col.center(w))
elif a == 'l':
row_just.append(col.ljust(w))
elif a == 'r':
row_just.append(col.rjust(w))
info += delemeter.join(row_just)
info += '|\n'
if i == header_line:
info += hline
info += hline
return info
col = str(col)
width = max([len(c) for c in col.split('\n')])
if colsz[i] is not None and colsz[i] < width:
width = colsz[i]
if width > col_width[i]:
col_width[i] = width
# prepare vline.
vline = []
colaligns = []
col_pos = 0
line_delemeter = '-'
content_delemeter = ' '
for ch in colsty:
if ch == '|':
vline.append('+')
elif ch in ['c', 'l', 'r']:
colaligns.append(ch)
vline.append('-' * col_width[col_pos])
col_pos += 1
vline = line_delemeter.join(vline)
table_to_draw = []
row_pos = 0
for ch in rowsty:
if ch == '|':
table_to_draw.append("vline")
elif ch in ['c', 'l', 'r']:
table_to_draw.append(table[row_pos])
row_pos += 1;
strings = []
for row in table_to_draw:
if type(row) is str:
strings.append(vline)
continue
new_row = []
max_cols = 1
for word, align, width in zip(row, colaligns, col_width):
cols = []
lines = word.split('\n')
for line in lines:
while len(line) > 0:
cols.append(line[:width])
line = line[width:]
cols = [justify(col, align, width) for col in cols]
if len(cols) > max_cols:
max_cols = len(cols)
new_row.append(cols)
for cols, width in zip(new_row, col_width):
empty = ' ' * width
while len(cols) < max_cols:
cols.append(empty)
rows = list(zip(*new_row))
for row in rows:
cols_to_drawn = []
col_pos = 0
for ch in colsty:
if ch == '|':
cols_to_drawn.append('|')
elif ch in ['c', 'r', 'l']:
cols_to_drawn.append(row[col_pos])
col_pos += 1
strings.append(content_delemeter.join(cols_to_drawn))
return '\n'.join(strings)
class GPUStat():
def __init__(self):
@@ -239,15 +283,18 @@ class GPUStat():
value = [value]
self.detailed_info[key] = [parse_gpu_info(info) for info in value]
self.process_info = self.get_process_info()
self.simplified_info = {
"driver_version": self.detailed_info["driver_version"],
"cuda_version": self.detailed_info["cuda_version"],
"attached_gpus": self.detailed_info["attached_gpus"],
"gpus": [simplify_gpu_info(stat) for stat in self.detailed_info["gpu"]]
}
self.cuda_version = self.simplified_info["cuda_version"]
self.driver_version = self.simplified_info["driver_version"]
self.attached_gpus = self.simplified_info["attached_gpus"]
self.simplified_info = {}
for key in self.detailed_info:
if key != "gpu":
self.simplified_info[key] = self.detailed_info[key]
else:
self.simplified_info["gpus"] = [simplify_gpu_info(stat) for stat in self.detailed_info["gpu"]]
if "cuda_version" in self.simplified_info:
self.cuda_version = self.simplified_info["cuda_version"]
if "driver_version" in self.simplified_info:
self.driver_version = self.simplified_info["driver_version"]
if "attached_gpus" in self.simplified_info:
self.attached_gpus = self.simplified_info["attached_gpus"]
self.gpus = []
for i, gpu in enumerate(self.simplified_info["gpus"]):
for process in gpu['processes']:
@@ -255,7 +302,7 @@ class GPUStat():
gpu['id'] = i
self.gpus.append(gpu)
def show(self, enabled_cols = ['ID', 'Fan', 'Temp', 'Pwr', 'Freq', 'Util', 'Vmem', 'Users'], show_command=True):
def show(self, enabled_cols = ['ID', 'Fan', 'Temp', 'Pwr', 'Freq', 'Util', 'Vmem', 'Users'], colsty=None, colsz=None, show_command=True, vertical=False):
self.parse()
gpu_infos = []
# stats = {
@@ -273,11 +320,23 @@ class GPUStat():
# "mem_free": stat['memory']['free'].split(' ')[0].strip()
# }
for gpu in self.gpus:
process_fmt = '{user}({pid})'
process_info = ','.join([process_fmt.format(
user = proc['user'],
# process_fmt = '{user}({pid})'
# process_info = ','.join([process_fmt.format(
# user = proc['user'],
# pid = proc['pid']
# ) for proc in gpu['processes']])
process_fmt = '{user}({pids})'
users_process = {}
for proc in gpu['processes']:
user = proc['user']
pid = proc['pid']
) for proc in gpu['processes']])
if user not in users_process:
users_process[user] = []
users_process[user].append(pid)
delemeter = ','
if vertical:
delemeter = '\n'
process_info = delemeter.join(process_fmt.format(user=user, pids = '|'.join(users_process[user])) for user in users_process)
info_gpu = {
'ID': '{0}'.format(str(gpu['id'])),
'Fan': '{0} %'.format(gpu['fan_speed'].split(' ')[0].strip()),
@@ -307,29 +366,34 @@ class GPUStat():
for info in gpu_infos:
this_row = [info[key] for key in enabled_cols]
info_table.append(this_row)
info = draw_table(info_table, header_line=0, delemeter=' | ', joint_delemeter='-+-', c_align=c_align)
info = draw_table(info_table, rowsty='|c|{0}|'.format('c'*(len(info_table)-1)), colsty=colsty, colsz=colsz) + '\n'
if show_command:
procs = {}
for gpu in self.gpus:
for proc in gpu['processes']:
pid = proc['pid']
proc['gpu'] = [str(gpu['id'])]
if type(proc['vmem']) is str:
proc['vmem'] = int(proc['vmem'].split(' ')[0])
if pid not in procs:
procs[pid] = proc
else:
procs[pid]['gpu'].append(str(gpu['id']))
procs[pid]['vmem'] += proc['vmem']
proc_fmt = '[{pid}|{gpus}] {user}({vmem} MiB) {cmd}'
proc_strs = []
for pid in procs:
this_proc_str = proc_fmt.format(
user = procs[pid]['user'],
vmem = procs[pid]['vmem'].split(' ')[0],
vmem = procs[pid]['vmem'],
pid = procs[pid]['pid'].rjust(5),
cmd = procs[pid]['command'],
gpus = ','.join(procs[pid]['gpu'])
)
proc_strs.append(this_proc_str)
proc_info = '\n'.join(proc_strs)
table_width = info.find('\n')
proc_info = draw_table([['Process Info'.center(table_width-4)], [proc_info]], rowsty="c|c|", colsty="|l|", colsz=[table_width-4])
info += proc_info
print(info)

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@@ -2,7 +2,7 @@ from setuptools import setup, find_packages
setup(
name = 'gpuutil',
version = '0.0.2',
version = '0.0.3',
keywords='gpu utils',
description = 'A tool for observing gpu stat and auto set visible gpu in python code.',
license = 'MIT License',