Compare commits
7 Commits
| Author | SHA1 | Date | |
|---|---|---|---|
| 2685e20782 | |||
| e06555d14f | |||
| 27604247af | |||
| 1f9984893b | |||
| 37a1cfe942 | |||
| 8ae743e166 | |||
| 5f57991308 |
2
.gitignore
vendored
2
.gitignore
vendored
@@ -3,6 +3,8 @@
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__pycache__/
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*.py[cod]
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*$py.class
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try.py
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.vscode/
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# C extensions
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*.so
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44
README.md
44
README.md
@@ -6,7 +6,7 @@ A naive tool for observing gpu status and auto set visible gpu in python code.
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1. install the package.
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```shell
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pip install https://git.zmy.pub/zmyme/gpuutil/archive/v0.0.2.tar.gz
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pip install https://git.zmy.pub/zmyme/gpuutil/archive/v0.0.3.tar.gz
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```
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2. for observing gpu status, just input
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@@ -15,29 +15,45 @@ python -m gpuutil <options>
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```
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when directly running ```python -m gpuutil```, you would probably get:
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```text
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+---+------+------+---------+---------+------+---------------+
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|ID | Fan | Temp | Pwr | Freq | Util | Vmem |
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+---+------+------+---------+---------+------+---------------+
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| 0 | 22 % | 33 C | 4.47 W | 300 MHz | 0 % | 1569/11019 MiB|
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| 1 | 22 % | 35 C | 3.87 W | 300 MHz | 0 % | 3/11019 MiB|
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| 2 | 22 % | 36 C | 8.22 W | 300 MHz | 0 % | 3/11019 MiB|
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| 3 | 22 % | 36 C | 21.82 W | 300 MHz | 0 % | 3/11019 MiB|
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+---+------+------+---------+---------+------+---------------+
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[34860|0] user1(783 MiB) python train.py --some -args
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[38694|0] user2(783 MiB) python train.py --some --other -args
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+----+------+------+----------+----------+------+----------------+
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| ID | Fan | Temp | Pwr | Freq | Util | Vmem |
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+----+------+------+----------+----------+------+----------------+
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| 0 | 22 % | 21 C | 9.11 W | 300 MHz | 0 % | 3089/11019 MiB |
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| 1 | 22 % | 23 C | 6.28 W | 300 MHz | 0 % | 786/11019 MiB |
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| 2 | 38 % | 59 C | 92.04 W | 1890 MHz | 6 % | 3608/11019 MiB |
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| 3 | 40 % | 67 C | 246.38 W | 1740 MHz | 93 % | 3598/11019 MiB |
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+----+------+------+----------+----------+------+----------------+
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| Process Info |
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+----------------------------------------------------------------+
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| [26107|0] user1(737 MiB) python |
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| [34033|0,1] user2(1566 MiB) python |
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| [37190|0] user2(783 MiB) python |
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||||
| [37260|0] user2(783 MiB) python |
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| [30356|2] user3(3605 MiB) python train.py --args --some really |
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| long arguments |
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| [34922|3] user3(3595 MiB) python train.py --args --some really |
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| long arguments version 2 |
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+----------------------------------------------------------------+
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```
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To get more information, run ```python -m gpuutil -h```, you would get:
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```text
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python __main__.py -h
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usage: __main__.py [-h] [--profile PROFILE] [--cols COLS] [--show-process SHOW_PROCESS] [--save]
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usage: __main__.py [-h] [--profile PROFILE] [--cols COLS] [--style STYLE]
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[--show-process SHOW_PROCESS] [--vertical VERTICAL] [--save]
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optional arguments:
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-h, --help show this help message and exit
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--profile PROFILE, -p PROFILE
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profile keyword, corresponding configuration are saved in ~/.gpuutil.conf
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--cols COLS, -c COLS colums to show
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--cols COLS, -c COLS colums to show.(Availabel cols: ['ID', 'Fan', 'Temp', 'TempMax', 'Pwr',
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'PwrMax', 'Freq', 'FreqMax', 'Util', 'Vmem', 'UsedMem', 'TotalMem', 'FreeMem',
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'Users']
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--style STYLE, -sty STYLE
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column style, format: |c|l:15|r|c:14rl:13|, c,l,r are align methods, | is line
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and :(int) are width limit.
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--show-process SHOW_PROCESS, -sp SHOW_PROCESS
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whether show process or not
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--vertical VERTICAL, -v VERTICAL
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whether show each user in different lines. (show user vertically)
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--save save config to profile
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```
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@@ -26,6 +26,34 @@ def save_config(config):
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with open(configdir, 'w+', encoding='utf-8') as f:
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json.dump(config, f, ensure_ascii=False, indent=4)
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# style format: |c|l:15|r|c:14rl:13|
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def parse_style(style):
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if style is None:
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return None, None
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components = []
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limits = []
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while len(style) > 0:
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ch = style[0]
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if ch == '|':
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components.append(ch)
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style = style[1:]
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continue
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elif ch in ['l', 'r', 'c']:
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limit = None
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style = style[1:]
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if style[0] == ':':
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style = style[1:]
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digits = ''
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while style[0].isdigit():
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digits += style[0]
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style = style[1:]
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if digits != '':
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limit = int(digits)
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components.append(ch)
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limits.append(limit)
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style = ''.join(components)
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return style, limits
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if __name__ == '__main__':
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stat = GPUStat()
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@@ -34,12 +62,16 @@ if __name__ == '__main__':
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parser = argparse.ArgumentParser()
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parser.add_argument('--profile', '-p', default=None, type=str, help='profile keyword, corresponding configuration are saved in ~/.gpuutil.conf')
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parser.add_argument('--cols', '-c', type=csv2list, help='colums to show')
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parser.add_argument('--cols', '-c', type=csv2list, help='colums to show.(Availabel cols: {0}'.format(avaliable_cols))
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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.')
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parser.add_argument('--show-process', '-sp', default=True, type=str2bool, help='whether show process or not')
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parser.add_argument('--vertical', '-v', default=False, type=str2bool, help='whether show each user in different lines. (show user vertically)')
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parser.add_argument('--save', default=False, action="store_true", help='save config to profile')
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args = parser.parse_args()
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cols = args.cols if args.cols is not None else recommended_cols
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show_process = args.show_process
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style, limit = parse_style(args.style)
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vertical = args.vertical
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unexpected_cols = []
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for col in cols:
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if col not in avaliable_cols:
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@@ -50,7 +82,10 @@ if __name__ == '__main__':
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if args.save:
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params = {
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"cols": cols,
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"show-process": show_process
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"style": style,
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"limit": limit,
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"show-process": show_process,
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"vertical": vertical
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}
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profile = args.profile if args.profile is not None else input('Please input your profile name:\n>>> ')
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config = load_config()
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@@ -62,6 +97,16 @@ if __name__ == '__main__':
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params = config[args.profile]
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cols = params["cols"]
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show_process = params["show-process"]
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style = None
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limit = None
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vertical = False
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if "style" in params:
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style = params["style"]
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if "limit" in params:
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limit = params["limit"]
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if "vertical" in params:
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vertical = params["vertical"]
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else:
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raise ValueError('Profile do not exist.\nAvaliable Profiles:{0}'.format(','.join(list(config.keys()))))
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stat.show(enabled_cols = cols, show_command=show_process)
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stat.show(enabled_cols = cols, colsty=style, colsz=limit, vertical=vertical, show_command=show_process)
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@@ -168,50 +168,94 @@ def get_basic_process_info_windows():
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}
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return processes
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def draw_table(table, header_line = 0, c_align = 'r', h_align='c', delemeter = ' | ', joint_delemeter = '-+-'):
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# calculate max lengths.
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num_columns = len(table[0])
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def cvt_align(align, num_columns):
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if type(align) is str:
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if len(align) == 1:
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return [align] * num_columns
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elif len(align) == num_columns:
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return list(align)
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else:
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raise ValueError('align flag length mismatch')
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else:
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return align
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c_align = cvt_align(c_align, num_columns)
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h_align = cvt_align(h_align, num_columns)
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max_lengths = [0] * num_columns
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def draw_table(table, rowsty=None, colsty=None, colsz = None):
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def justify(s, align, width):
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if align == 'c':
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s = s.center(width)
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elif align == 'r':
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s = s.rjust(width)
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elif align == 'l':
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s = s.ljust(width)
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return s
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num_cols = len(table[0])
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if rowsty is None:
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rowsty = '|' + '|'.join(['c']*len(table)) + '|'
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if colsty is None:
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colsty = '|' + '|'.join(['c']*num_cols) + '|'
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# check tables.
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for row in table:
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if len(row) != num_cols:
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raise ValueError('different cols!')
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col_width = [0] * num_cols
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if colsz is None:
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colsz = [None] * num_cols
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# collect widths.
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for row in table:
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for i, col in enumerate(row):
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if len(col) > max_lengths[i]:
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max_lengths[i] = len(col)
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width = sum(max_lengths) + num_columns * len(delemeter) + 1
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hline = '+'
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hline += joint_delemeter.join(['-' * length for length in max_lengths])
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hline += '+\n'
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info = hline
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for i, row in enumerate(table):
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info += '|'
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row_just = []
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align = h_align if i <= header_line else c_align
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for w, col, a in zip(max_lengths, row, align):
|
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if a == 'c':
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row_just.append(col.center(w))
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elif a == 'l':
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row_just.append(col.ljust(w))
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elif a == 'r':
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row_just.append(col.rjust(w))
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info += delemeter.join(row_just)
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info += '|\n'
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if i == header_line:
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info += hline
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info += hline
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return info
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col = str(col)
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width = max([len(c) for c in col.split('\n')])
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if colsz[i] is not None and colsz[i] < width:
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width = colsz[i]
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if width > col_width[i]:
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col_width[i] = width
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# prepare vline.
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vline = []
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colaligns = []
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col_pos = 0
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line_delemeter = '-'
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content_delemeter = ' '
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for ch in colsty:
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if ch == '|':
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vline.append('+')
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elif ch in ['c', 'l', 'r']:
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colaligns.append(ch)
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vline.append('-' * col_width[col_pos])
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col_pos += 1
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vline = line_delemeter.join(vline)
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table_to_draw = []
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row_pos = 0
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||||
for ch in rowsty:
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if ch == '|':
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table_to_draw.append("vline")
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elif ch in ['c', 'l', 'r']:
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table_to_draw.append(table[row_pos])
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||||
row_pos += 1;
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strings = []
|
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for row in table_to_draw:
|
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if type(row) is str:
|
||||
strings.append(vline)
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||||
continue
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new_row = []
|
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max_cols = 1
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for word, align, width in zip(row, colaligns, col_width):
|
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cols = []
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lines = word.split('\n')
|
||||
for line in lines:
|
||||
while len(line) > 0:
|
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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
|
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strings.append(content_delemeter.join(cols_to_drawn))
|
||||
return '\n'.join(strings)
|
||||
|
||||
class GPUStat():
|
||||
def __init__(self):
|
||||
@@ -239,15 +283,18 @@ class GPUStat():
|
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value = [value]
|
||||
self.detailed_info[key] = [parse_gpu_info(info) for info in value]
|
||||
self.process_info = self.get_process_info()
|
||||
self.simplified_info = {
|
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"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"]
|
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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)
|
||||
|
||||
|
||||
Reference in New Issue
Block a user