forked from Ricks-Lab/gpu-utils
-
Notifications
You must be signed in to change notification settings - Fork 0
/
amdgpu-plot
executable file
·793 lines (703 loc) · 33.7 KB
/
amdgpu-plot
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
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
#!/usr/bin/env python3
"""amdgpu-plot - Plot GPU parameter curves
A utility to continuously plot the trend of critical GPU parameters of all compatible
AMD GPUs. The *--sleep N* can be used to specify the update interval. The *amdgpu-plot*
utility has 2 modes of operation. The default mode is to read the GPU driver details
directly, which is useful as a standalone utility. The *--stdin* option causes
*amdgpu-plot* to read GPU data from stdin. This is how *amdgpu-monitor* produces the
plot. The benefit of using it in this mode is that both the table and plots are updated
with a single read from the driver files. The *--simlog* option can be used with the
*--stdin* when a monitor log file is piped as stdin. This is useful for troubleshooting.
Copyright (C) 2019 RueiKe
This program is free software: you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation, either version 3 of the License, or
(at your option) any later version.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
along with this program. If not, see <https://www.gnu.org/licenses/>.
"""
__author__ = "RueiKe"
__copyright__ = "Copyright (C) 2019 RueiKe"
__credits__ = ["Craig Echt - Testing, Debug, and Verification"]
__license__ = "GNU General Public License"
__program_name__ = "amdgpu-plot"
__version__ = "v2.5.1"
__maintainer__ = "RueiKe"
__status__ = "Stable Release"
import sys
try:
from matplotlib.ticker import AutoLocator
from matplotlib.backends.backend_gtk3cairo import FigureCanvasGTK3Cairo as FigureCanvas
from matplotlib.figure import Figure
import matplotlib.pyplot as plt
#import matplotlib.dates as mdates
except:
print("matplotlib is required for %s", __program_name__)
print("Use \"sudo apt-get install python3-matplotlib\" to install")
sys.exit(0)
try:
import pandas as pd
from pandas.plotting import register_matplotlib_converters
register_matplotlib_converters()
except:
print("Pandas is required for %s", __program_name__)
#print("Use \"sudo apt-get install python3-pandas\" to install")
print("Install pip3 if needed: \"sudo apt install python3-pip\"")
print("Then pip install pandas: \"pip3 install pandas\"")
sys.exit(0)
import numpy as np
import gi
gi.require_version("Gtk", "3.0")
from gi.repository import GLib, Gtk, Gdk
import gc as garbcollect
import argparse
import re
import subprocess
import threading
import signal
import os
import platform
import csv
import time
from GPUmodules import GPUmodule as GPU
from GPUmodules import env
from datetime import datetime
import glob
import shutil
from pathlib import Path
###SEMAPHORE#############
pd_sem = threading.Semaphore()
#########################
def hex_to_rgba(value):
# Code copied from Stack Overflow
value = value.lstrip('#')
if len(value) == 3:
value = ''.join([v*2 for v in list(value)])
(r1,g1,b1,a1)=tuple(int(value[i:i+2], 16) for i in range(0, 6, 2))+(1,)
(r1,g1,b1,a1)=(r1/255.00000,g1/255.00000,b1/255.00000,a1)
return (r1,g1,b1,a1)
def get_stack_size():
"""Get stack size for caller's frame.
Code copied from Stack Overflow
"""
size = 2 # current frame and caller's frame always exist
while True:
try:
sys._getframe(size)
size += 1
except ValueError:
return size - 1 # subtract current frame
class PlotData:
def __init__(self):
self.df = pd.DataFrame()
self.gui_comp = None
self.gui_ready = False
self.length = 300
self.quit = False
self.writer = False
self.reader = False
self.consec_writer = 0
self.consec_reader = 0
self.gpu_list = ""
self.num_gpus = 0
self.com_gpu_list = GPU.GPU_LIST()
def set_gpus(self):
self.num_gpus = self.df['Card#'].nunique()
self.gpu_list = self.df['Card#'].unique()
def get_plot_data(self):
# get deep copy of plot data df
# This may have contention issues
###SEMAPHORE#############
pd_sem.acquire()
#########################
ndf = self.df.copy()
###SEMAPHORE#############
pd_sem.release()
#########################
return(ndf)
def kill_thread(self):
self.reader = False
self.quit = True
print("Stopping reader thread")
time.sleep(0.2)
class GuiComponents:
def __init__(self, plot_data):
plot_data.gui_comp = self
self.ready = False
self.gpu_list = plot_data.gpu_list
self.num_gpus = plot_data.num_gpus
self.gui_components = {}
self.gpu_color = {}
self.colors = {'plotface':'#404040', 'figface':'#909090', 'sclk_f':'#BED661', 'mclk_f':'#89E894',
'loading':'#1E90FF', 'power':'#E12B06', 'power_cap':'#800000', 'vddgfx':'#778899', 'temp':'#E0E0E0'}
self.font_colors = {'plotface':'#000000', 'figface':'#000000', 'sclk_f':'#000000', 'mclk_f':'#000000',
'loading':'#FFFFFF', 'power':'#FFFFFF', 'power_cap':'#FFFFFF', 'vddgfx':'#000000', 'temp':'#000000'}
gpu_color_list = ['#B52735', '#EBB035', '#06A2CB', '#218559', '#D0C6B1', '#E18A07', '#336688', '#7C821E']
plot_item_list = ['loading', 'power', 'power_cap', 'temp', 'vddgfx', 'sclk_f', 'mclk_f']
#header: ['Time', 'Card#', 'model_display', 'loading', 'power', 'power_cap', 'energy', 'temp', 'vddgfx',
#'fan_pwm', 'sclk_f', 'sclk_ps', 'mclk_f', 'mclk_ps', 'ppm']
self.plot_items = {'loading':True, 'power':True, 'power_cap':True,
'temp':True, 'vddgfx':True,'sclk_f':True, 'mclk_f':True}
self.gui_components["info_bar"] = {}
self.gui_components["legend"] = {}
self.gui_components["legend"]["buttons"] = {}
self.gui_components["legend"]["plot_items"] = {}
for plotitem in plot_item_list:
self.gui_components["legend"]["plot_items"][plotitem] = True
self.gui_components["sclk_pstate_status"] = {}
self.gui_components["sclk_pstate_status"]["df_name"] = 'sclk_ps'
self.gui_components["mclk_pstate_status"] = {}
self.gui_components["mclk_pstate_status"]["df_name"] = 'mclk_ps'
self.gui_components["temp_status"] = {}
self.gui_components["temp_status"]["df_name"] = 'temp'
self.gui_components["card_plots"] = {}
for i, gpu in enumerate(self.gpu_list):
self.gui_components["card_plots"][gpu] = {}
self.gui_components["card_plots"][gpu]['color'] = gpu_color_list[i]
self.gpu_color[gpu] = gpu_color_list[i]
return
def set_ready(self, mode):
self.ready = mode
def is_ready(self):
return(self.ready)
class GPUPlotWindow(Gtk.Window):
def __init__(self, gc, plot_data):
box_sapcing_val = 5
num_bar_plots = 3
if gc.num_gpus > 4:
def_gp_y_size = 150
def_bp_y_size = 200
elif gc.num_gpus == 4:
def_gp_y_size = 200
def_bp_y_size = 200
else:
def_gp_y_size = 250
def_bp_y_size = 250
def_gp_x_size = 600
def_bp_x_size = 250
def_lab_y_size = 28
if gc.num_gpus > num_bar_plots:
tot_y_size = gc.num_gpus * (def_gp_y_size + def_lab_y_size)
gp_y_size = def_gp_y_size
bp_y_size = (tot_y_size - (num_bar_plots * def_lab_y_size))/num_bar_plots
elif gc.num_gpus < num_bar_plots:
tot_y_size = num_bar_plots * (def_bp_y_size + def_lab_y_size)
bp_y_size = def_bp_y_size
gp_y_size = (tot_y_size - (gc.num_gpus * def_lab_y_size))/gc.num_gpus
else:
gp_y_size = def_gp_y_size
bp_y_size = def_bp_y_size
Gtk.Window.__init__(self, title="amdgpu-plot")
self.set_border_width(1)
icon_file = os.path.join(env.gut_const.PATH, "icons", "amdgpu-plot.icon.png")
if(os.path.isfile(icon_file) == True):
self.set_icon_from_file(icon_file)
grid = Gtk.Grid()
grid.override_background_color(Gtk.StateType.NORMAL, Gdk.RGBA(0.7,0.7,0.7,1))
self.add(grid)
# Get deep copy of current df
ldf = plot_data.get_plot_data()
row = 0
# Top Bar - info
gc.gui_components["info_bar"]["gtk_obj"] = Gtk.Label()
gc.gui_components["info_bar"]["gtk_obj"].set_markup("<big><b>" + "amdgpu-util Plot" + "</b>" + "</big>")
gc.gui_components["info_bar"]["gtk_obj"].override_color(Gtk.StateFlags.NORMAL, Gdk.RGBA(1.0, 1.0, 1.0, 1.0))
gc.gui_components["info_bar"]["gtk_obj"].set_property("margin-top", 1)
gc.gui_components["info_bar"]["gtk_obj"].set_property("margin-bottom", 1)
gc.gui_components["info_bar"]["gtk_obj"].set_property("margin-right", 4)
gc.gui_components["info_bar"]["gtk_obj"].set_property("margin-left", 4)
gc.gui_components["info_bar"]["gtk_obj"].set_alignment(0.5, 0.5)
lbox = Gtk.Box(spacing=box_sapcing_val)
lbox.override_background_color(Gtk.StateType.NORMAL, Gdk.RGBA(.20,.40,.60,1.0))
lbox.set_property("margin-top", 1)
lbox.set_property("margin-bottom", 1)
lbox.set_property("margin-right", 1)
lbox.set_property("margin-left", 1)
lbox.pack_start(gc.gui_components["info_bar"]["gtk_obj"], True, True, 0)
grid.attach(lbox, 1, row, 4, 1)
row += 1
# Legend
gc.gui_components["legend"]["gtk_obj"] = Gtk.Label()
gc.gui_components["legend"]["gtk_obj"].set_markup("<big><b>" + "Plot Items" + "</b>" + "</big>")
gc.gui_components["legend"]["gtk_obj"].override_color(Gtk.StateFlags.NORMAL, Gdk.RGBA(1.0, 1.0, 1.0, 1.0))
gc.gui_components["legend"]["gtk_obj"].set_property("margin-top", 1)
gc.gui_components["legend"]["gtk_obj"].set_property("margin-bottom", 1)
gc.gui_components["legend"]["gtk_obj"].set_property("margin-right", 4)
gc.gui_components["legend"]["gtk_obj"].set_property("margin-left", 4)
gc.gui_components["legend"]["gtk_obj"].set_alignment(0.5, 0.5)
lbox = Gtk.Box(spacing=box_sapcing_val)
lbox.override_background_color(Gtk.StateType.NORMAL, Gdk.RGBA(.40,.40,.40,1.0))
lbox.set_property("margin-top", 1)
lbox.set_property("margin-bottom", 1)
lbox.set_property("margin-right", 1)
lbox.set_property("margin-left", 1)
lbox.pack_start(gc.gui_components["legend"]["gtk_obj"], True, True, 0)
for k,v in gc.gui_components["legend"]["plot_items"].items():
but_color = hex_to_rgba(gc.colors[k])
but_font_color = hex_to_rgba(gc.font_colors[k])
gc.gui_components["legend"]["buttons"][k] = Gtk.Button("")
for child in gc.gui_components["legend"]["buttons"][k].get_children():
child.set_label("<big><b>" + k + "</b></big>")
child.set_use_markup(True)
child.override_color(Gtk.StateFlags.NORMAL,
Gdk.RGBA(but_font_color[0], but_font_color[1], but_font_color[2], but_font_color[3]))
child.override_background_color(Gtk.StateFlags.NORMAL,
Gdk.RGBA(but_color[0], but_color[1], but_color[2], but_color[3]))
gc.gui_components["legend"]["buttons"][k].override_color(Gtk.StateFlags.NORMAL,
Gdk.RGBA(but_font_color[0], but_font_color[1], but_font_color[2], but_font_color[3]))
gc.gui_components["legend"]["buttons"][k].override_background_color(Gtk.StateFlags.NORMAL,
Gdk.RGBA(but_color[0], but_color[1], but_color[2], but_color[3]))
gc.gui_components["legend"]["buttons"][k].connect("clicked", self.toggle_plot_item, gc, k)
gc.gui_components["legend"]["buttons"][k].set_property("width-request", 90)
gc.gui_components["legend"]["buttons"][k].set_property("margin-top", 1)
gc.gui_components["legend"]["buttons"][k].set_property("margin-bottom", 1)
gc.gui_components["legend"]["buttons"][k].set_property("margin-right", 1)
gc.gui_components["legend"]["buttons"][k].set_property("margin-left", 1)
lbox.pack_start(gc.gui_components["legend"]["buttons"][k], True, True, 0)
grid.attach(lbox, 1, row, 4, 1)
row += 1
main_last_row = row
# Set up bar plots
grid_bar = Gtk.Grid()
grid_bar.override_background_color(Gtk.StateType.NORMAL, Gdk.RGBA(0.7,0.7,0.7,1))
grid.attach(grid_bar, 1, main_last_row, 1, 1)
brow = 0
fig_num=0
#plot_top_row = row
for v in [gc.gui_components["sclk_pstate_status"], gc.gui_components["mclk_pstate_status"], gc.gui_components["temp_status"]]:
# Add Bar Plots Titles
v["title_obj"] = Gtk.Label()
v["title_obj"].set_markup("<big><b>Card " + v["df_name"] + "</b>" + "</big>")
v["title_obj"].override_color(Gtk.StateFlags.NORMAL, Gdk.RGBA(1.0, 1.0, 1.0, 1.0))
v["title_obj"].set_property("margin-top", 1)
v["title_obj"].set_property("margin-bottom", 1)
v["title_obj"].set_property("margin-right", 4)
v["title_obj"].set_property("margin-left", 4)
v["title_obj"].set_alignment(0.5, 0.5)
lbox = Gtk.Box(spacing=box_sapcing_val)
lbox.override_background_color(Gtk.StateType.NORMAL, Gdk.RGBA(.20,.40,.60,1.0))
lbox.set_property("margin-top", 1)
lbox.set_property("margin-bottom", 1)
lbox.set_property("margin-right", 1)
lbox.set_property("margin-left", 1)
lbox.pack_start(v["title_obj"], True, True, 0)
grid_bar.attach(lbox, 1, brow, 1, 1)
brow += 1
# Add Bar Plots
# Set up plot figure and canvas
v["figure_num"] = 100 + fig_num
fig_num += 1
v["figure"], v["ax1"] = plt.subplots(num=v["figure_num"])
v["figure"].set_facecolor(gc.colors["figface"])
plt.figure(v["figure_num"])
plt.subplots_adjust(left=0.13, right=0.97, top=0.97, bottom=0.1)
v["ax1"].set_facecolor(gc.colors["plotface"])
if v["df_name"] == "temp": plt.yticks(np.arange(20,91,10))
else: plt.yticks(np.arange(0,9,1))
v["canvas"] = FigureCanvas(v["figure"]) # a Gtk.DrawingArea
v["canvas"].set_size_request(def_bp_x_size, bp_y_size)
lbox = Gtk.Box(spacing=box_sapcing_val)
lbox.override_background_color(Gtk.StateType.NORMAL, Gdk.RGBA(0.5,0.5,0.5,1.0))
lbox.set_property("margin-top", 1)
lbox.set_property("margin-bottom", 1)
lbox.set_property("margin-right", 1)
lbox.set_property("margin-left", 1)
lbox.pack_start(v["canvas"], True, True, 0)
grid_bar.attach(lbox, 1, brow, 1, 1)
brow += 1
# Set up gpu plots
grid_plot = Gtk.Grid()
grid_plot.override_background_color(Gtk.StateType.NORMAL, Gdk.RGBA(0.7,0.7,0.7,1))
grid.attach(grid_plot, 2, main_last_row, 3, 1)
prow = 0
#row = plot_top_row
for k,v in gc.gui_components["card_plots"].items():
data_val = ldf[ldf["Card#"].isin([k])]["energy"].iloc[-1]
model_val = ldf[ldf["Card#"].isin([k])]["model_display"].iloc[-1]
# Add GPU Plots Titles
v["title_obj"] = Gtk.Label()
v["title_obj"].set_markup("<big><b>Card " + str(k) +" "+ str(model_val) +
" Energy: " + str(data_val) + "</b>" + "</big>")
v["title_obj"].override_color(Gtk.StateFlags.NORMAL, Gdk.RGBA(1.0, 1.0, 1.0, 1.0))
v["title_obj"].set_property("margin-top", 1)
v["title_obj"].set_property("margin-bottom", 1)
v["title_obj"].set_property("margin-right", 4)
v["title_obj"].set_property("margin-left", 4)
v["title_obj"].set_alignment(0.5, 0.5)
lbox = Gtk.Box(spacing=box_sapcing_val)
rgba_col = hex_to_rgba(v["color"])
lbox.override_background_color(Gtk.StateType.NORMAL, Gdk.RGBA(rgba_col[0], rgba_col[1], rgba_col[2],rgba_col[3]))
lbox.set_property("margin-top", 1)
lbox.set_property("margin-bottom", 1)
lbox.set_property("margin-right", 1)
lbox.set_property("margin-left", 1)
lbox.pack_start(v["title_obj"], True, True, 0)
grid_plot.attach(lbox, 1, prow, 1, 1)
prow += 1
# Add GPU Plots
# Set up plot figure and canvas
v["figure_num"] = 500 + k
v["figure"], v["ax1"] = plt.subplots(num=v["figure_num"])
v["figure"].set_facecolor(gc.colors["figface"])
plt.figure(v["figure_num"])
plt.subplots_adjust(left=0.1, right=0.9, top=0.97, bottom=0.03)
v["ax1"].set_facecolor(gc.colors["plotface"])
v["ax1"].set_xticks([])
v["ax1"].set_yticks(np.arange(0,250,20))
v["ax1"].tick_params(axis='y', which='major', labelsize=8)
v["ax2"] = v["ax1"].twinx()
v["ax2"].set_xticks([])
v["ax2"].set_yticks(np.arange(500,1500,100))
v["ax2"].tick_params(axis='y', which='major', labelsize=8)
v["canvas"] = FigureCanvas(v["figure"]) # a Gtk.DrawingArea
v["canvas"].set_size_request(def_gp_x_size, gp_y_size)
lbox = Gtk.Box(spacing=box_sapcing_val)
lbox.override_background_color(Gtk.StateType.NORMAL, Gdk.RGBA(1,1,1,1.0))
lbox.set_property("margin-top", 1)
lbox.set_property("margin-bottom", 1)
lbox.set_property("margin-right", 1)
lbox.set_property("margin-left", 1)
lbox.pack_start(v["canvas"], True, True, 0)
grid_plot.attach(lbox, 1, prow, 1, 1)
prow += 1
def toggle_plot_item(self, parent, gc, k):
if gc.plot_items[k] == True:
gc.plot_items[k] = False
else:
gc.plot_items[k] = True
def updateData(gc, plot_data):
###SEMAPHORE############
pd_sem.acquire()
########################
ldf = plot_data.df
try:
time_val = ldf[ldf["Card#"].isin([plot_data.gpu_list[0]])]["Time"].iloc[-1]
gc.gui_components["info_bar"]["gtk_obj"].set_markup("<big><b>Time " + str(time_val) + "</b></big>")
# Update Bar Plots
for v in [gc.gui_components["sclk_pstate_status"], gc.gui_components["mclk_pstate_status"], gc.gui_components["temp_status"]]:
data_val = []
label_val = []
bar_col = []
# Set Plot Parameters
for k in plot_data.gpu_list:
l, d = ldf[ldf["Card#"].isin([k])][["Card#", v['df_name']]].iloc[-1]
label_val.append(int(l))
data_val.append(float(d))
bar_col.append(gc.gpu_color[l])
ind = np.arange(gc.num_gpus) # the x locations for the groups
width = 0.65 # the width of the bars
# Do bar plot
plt.figure(v["figure_num"])
v["ax1"].clear()
rects1 = v["ax1"].bar(ind, data_val, width, color=bar_col, tick_label=label_val)
if v["df_name"] == "temp":
for a, b in zip(ind, data_val):
v["ax1"].text(x=float(a)-(float(width)/1.8), y=0.90*b, s=' '+str(b), fontsize=8)
plt.ylim((20,91))
#v["ax1"].set_ylabel('Temp (C)', color='k')
else:
data_val = list(map(int, data_val))
for a, b in zip(ind, data_val):
if b == 0:
y_val = b + width
else:
y_val = b - width
v["ax1"].text(x=a-width/4.0, y=y_val, s=str(b), fontsize=10)
plt.ylim((0,8))
#v["ax1"].set_ylabel('P-State', color='k')
v["canvas"].draw()
v["canvas"].flush_events()
# Update GPU Plots
ylim_max_val = 100*(ldf.loc[:,['vddgfx', 'sclk_f', 'mclk_f']].max().max() // 100) + 200
ylim_min_val = 100*(ldf.loc[:,['vddgfx', 'sclk_f', 'mclk_f']].min().min() // 100)
for k,v in gc.gui_components["card_plots"].items():
data_val = ldf[ldf["Card#"].isin([k])]["energy"].iloc[-1]
model_val = ldf[ldf["Card#"].isin([k])]["model_display"].iloc[-1]
v["title_obj"].set_markup("<big><b>Card " + str(k) +" "+ str(model_val) +
" Energy: " + str(data_val) + "</b>" + "</big>")
# Plot GPUs
plt.figure(v["figure_num"])
v["ax1"].clear()
v["ax1"].set_ylabel('Loading/Power/Temp', color='k', fontsize=10)
for plot_item in ['loading', 'power_cap', 'power', 'temp']:
if gc.plot_items[plot_item] == True:
v["ax1"].plot(ldf[ldf["Card#"].isin([k])].loc[:,['datetime']],
ldf[ldf["Card#"].isin([k])].loc[:,[plot_item]],
color=gc.colors[plot_item], linewidth=0.5)
v["ax1"].text(x=ldf[ldf["Card#"].isin([k])].loc[:,['datetime']].iloc[-1],
y=ldf[ldf["Card#"].isin([k])].loc[:,[plot_item]].iloc[-1],
s=str(int(ldf[ldf["Card#"].isin([k])].loc[:,[plot_item]].iloc[-1].values[0])),
bbox = dict(boxstyle="round,pad=0.2", facecolor=gc.colors[plot_item]), fontsize=6)
v["ax2"].clear()
v["ax2"].set_ylabel('MHz/mV', color='k', fontsize=10)
#ylim_val = 1.1* ldf[ldf["Card#"].isin([k])].loc[:,['vddgfx', 'sclk_f', 'mclk_f']].max().max()
for plot_item in ['vddgfx', 'sclk_f', 'mclk_f']:
if gc.plot_items[plot_item] == True:
v["ax2"].plot(ldf[ldf["Card#"].isin([k])].loc[:,['datetime']],
ldf[ldf["Card#"].isin([k])].loc[:,[plot_item]],
color=gc.colors[plot_item], linewidth=0.5)
v["ax2"].text(x=ldf[ldf["Card#"].isin([k])].loc[:,['datetime']].iloc[-1],
y=ldf[ldf["Card#"].isin([k])].loc[:,[plot_item]].iloc[-1],
s=str(int(ldf[ldf["Card#"].isin([k])].loc[:,[plot_item]].iloc[-1].values[0])),
bbox = dict(boxstyle="round,pad=0.2", facecolor=gc.colors[plot_item]), fontsize=6)
v["ax2"].set_yticks(np.arange(ylim_min_val, ylim_max_val, 100))
v["canvas"].draw()
v["canvas"].flush_events()
except:
print("matplotlib error, stack size is %d" % get_stack_size())
plot_data.kill_thread()
#garbcollect.collect()
###SEMAPHORE############
pd_sem.release()
########################
def read_from_stdin(refreshtime, plot_data):
#this should continuously from from stdin and populate df and call plot/gui update
first_update = True
header = True
sync_add = 0
while (plot_data.quit == False):
if env.gut_const.SIMLOG: time.sleep(refreshtime/4.0)
ndf = pd.DataFrame()
if plot_data.num_gpus ==0: num_gpus = 1
else: num_gpus = plot_data.num_gpus
# Process a set of GPUs at a time
skip_update = False
read_time = 0.0
for gpu_index in range(0, num_gpus + sync_add):
tb = datetime.now()
line = sys.stdin.readline()
tmp_read_time = (datetime.now() - tb).total_seconds()
#if env.gut_const.DEBUG: print("time: %s read time: %f" % (tb.strftime('%c'), tmp_read_time))
if tmp_read_time > read_time: read_time = tmp_read_time
if line == "":
if env.gut_const.DEBUG: print("Error: Null input line")
plot_data.kill_thread()
break
if header:
header_item = list(line.strip().split('|'))
header = False
continue
line = line.strip()
#if env.gut_const.DEBUG: print("Line: %s" % line)
line_item = list(line.strip().split('|'))
new_line_item = []
for l in line_item:
ll = l.strip()
if ll.isnumeric():
new_line_item.append(int(ll))
elif re.fullmatch(r'[0-9]+.[0-9]*', ll) or re.fullmatch(r'[0-9]*.[0-9]+', ll):
new_line_item.append(float(ll))
elif ll == '' or ll == '-1' or ll == 'NA' or ll == None:
new_line_item.append(np.nan)
else:
new_line_item.append(ll)
line_item = tuple(new_line_item)
rdf = pd.DataFrame.from_records([line_item], columns=header_item)
rdf['datetime'] = pd.to_datetime(rdf['Time'])
ndf = pd.concat([ndf, rdf], ignore_index = True)
del(rdf)
if ndf['Time'].tail(num_gpus).nunique() > 1: sync_add = 1
else: sync_add = 0
if env.gut_const.DEBUG:
print(datetime.now().strftime('%c'))
print(ndf)
if env.gut_const.SIMLOG == False:
if read_time < 0.003:
skip_update = True
if env.gut_const.DEBUG: print("skipping update")
###SEMAPHORE#############
pd_sem.acquire()
#########################
# Concatenate new data on plot_data dataframe and truncate
plot_data.df = pd.concat([plot_data.df, ndf], ignore_index = True)
# Following attempt to extend in place doesn't work
#for i in np.arange(ndf.shape[0]):
#plot_data.df[plot_data.df.shape[0]] = ndf.loc[i]
#print("Limit: %d df Length: %d" % (plot_data.length, len(plot_data.df.index)))
# Truncate df in place
if len(plot_data.df.index) > plot_data.length:
trun_index = len(plot_data.df.index) - plot_data.length
#plot_data.df = plot_data.df.tail(plot_data.length)
plot_data.df.reset_index(drop=True, inplace=True)
plot_data.df.drop(np.arange(0,trun_index), inplace=True)
#print("New df Length: %d" % len(plot_data.df.index))
###SEMAPHORE#############
pd_sem.release()
#########################
del(ndf)
#########################
# Update plots
#########################
if skip_update: continue
if plot_data.gui_comp == None: continue
if plot_data.gui_comp.is_ready():
if first_update:
time.sleep(refreshtime)
first_update = False
GLib.idle_add(updateData, plot_data.gui_comp, plot_data)
while Gtk.events_pending(): Gtk.main_iteration_do(True)
###SEMAPHORE#############
time.sleep(0.01)
pd_sem.acquire()
pd_sem.release()
#########################
garbcollect.collect()
if env.gut_const.DEBUG: print("update stack size: ", get_stack_size())
# Quit
print("exit stack size: ", get_stack_size())
sys.exit(0)
def read_from_gpus(refreshtime, plot_data):
#this should continuously from from gpus and populate df and call plot/gui update
first_update = True
while (plot_data.quit == False):
ndf = pd.DataFrame()
plot_data.com_gpu_list.read_gpu_sensor_data()
plot_data.com_gpu_list.read_gpu_state_data()
# Process a set of GPUs at a time
skip_update = False
for k, v in plot_data.com_gpu_list.list.items():
gpu_plot_data = v.get_plot_data(plot_data.com_gpu_list)
if env.gut_const.DEBUG: print("gpu_plot_data: ", gpu_plot_data)
rdf = pd.DataFrame.from_records([tuple(gpu_plot_data.values())], columns=tuple(gpu_plot_data.keys()))
rdf['datetime'] = pd.to_datetime(rdf['Time'])
ndf = pd.concat([ndf, rdf], ignore_index = True)
del(rdf)
###SEMAPHORE#############
pd_sem.acquire()
#########################
# Concatenate new data on plot_data dataframe and truncate
plot_data.df = pd.concat([plot_data.df, ndf], ignore_index = True)
# Truncate df in place
if len(plot_data.df.index) > plot_data.length:
trun_index = len(plot_data.df.index) - plot_data.length
plot_data.df.reset_index(drop=True, inplace=True)
plot_data.df.drop(np.arange(0,trun_index), inplace=True)
#print("New df Length: %d" % len(plot_data.df.index))
###SEMAPHORE#############
pd_sem.release()
#########################
del(ndf)
#########################
# Update plots
#########################
if skip_update: continue
if plot_data.gui_comp == None:
time.sleep(refreshtime)
continue
if plot_data.gui_comp.is_ready():
if first_update:
time.sleep(refreshtime)
first_update = False
GLib.idle_add(updateData, plot_data.gui_comp, plot_data)
while Gtk.events_pending(): Gtk.main_iteration_do(True)
###SEMAPHORE#############
time.sleep(0.01)
pd_sem.acquire()
pd_sem.release()
#########################
garbcollect.collect()
if env.gut_const.DEBUG: print("update stack size: ", get_stack_size())
time.sleep(refreshtime)
# Quit
print("exit stack size: ", get_stack_size())
sys.exit(0)
def main():
parser = argparse.ArgumentParser()
parser.add_argument("--about", help="README", action="store_true", default=False)
parser.add_argument("--stdin", help="Read from stdin", action="store_true", default=False)
parser.add_argument("--simlog", help="Simulate with piped log file", action="store_true", default=False)
parser.add_argument("--sleep", help="Number of seconds to sleep between updates", type=int, default=3)
parser.add_argument("-d", "--debug", help="Debug output", action="store_true", default=False)
args = parser.parse_args()
# About me
if args.about == True :
print(__doc__ )
print("Author: ", __author__ )
print("Copyright: ", __copyright__)
print("Credits: ", __credits__)
print("License: ", __license__)
print("Version: ", __version__)
print("Maintainer: ", __maintainer__)
print("Status: ", __status__)
import matplotlib
print("matplotlib version: ", matplotlib.__version__)
print("pandas version: ", pd.__version__)
print("numpy version: ", np.__version__)
sys.exit(0)
env.gut_const.PATH = os.path.dirname(str(Path(__file__).resolve()))
env.gut_const.DEBUG = args.debug
env.gut_const.SIMLOG = args.simlog
if env.gut_const.check_env() < 0:
print("Error in environment. Exiting...")
sys.exit(-1)
# Define graph gui and data components
plot_data = PlotData()
if args.stdin == False:
# Check value of AMD Feature mask
try:
featuremask = env.gut_const.read_amdfeaturemask()
except FileNotFoundError:
print("Cannot read ppfeaturemask. Exiting...")
sys.exit(-1)
if featuremask == int(0xffff7fff) or featuremask == int(0xffffffff) or featuremask == int(0xfffd7fff):
print("AMD Wattman features enabled: %s" % hex(featuremask))
else:
print("AMD Wattman features not enabled: %s, See README file." % hex(featuremask))
sys.exit(-1)
env.gut_const.get_amd_driver_version()
# Get list of AMD GPUs and get basic non-driver details
gpu_list = GPU.GPU_LIST()
gpu_list.get_gpu_list()
gpu_list.read_allgpu_pci_info()
# Check list of AMD GPUs
num_amd_gpus = gpu_list.num_gpus()
num_com_gpus = gpu_list.num_compatible_gpus()
if num_amd_gpus == 0:
print("No AMD GPUs detected, exiting...")
sys.exit(-1)
else:
if num_com_gpus == 0:
print("None are compatible, exiting...")
sys.exit(-1)
print(f"{num_amd_gpus} AMD GPUs detected, {num_com_gpus} may be compatible, checking...")
# Read data static driver information for GPUs
gpu_list.read_gpu_driver_info()
gpu_list.read_gpu_sensor_static_data()
# Read dynamic sensor and state data from GPUs
gpu_list.read_gpu_sensor_data()
gpu_list.read_gpu_state_data()
# Check number of compatible GPUs again
num_com_gpus = gpu_list.num_compatible_gpus()
if num_com_gpus == 0:
print("None are compatible, exiting...")
sys.exit(-1)
else:
print(f"{num_com_gpus} are confirmed compatible.")
print("")
# Generate a new list of only compatible GPUs
plot_data.com_gpu_list = gpu_list.list_compatible_gpus()
#end of if args.stdin == False
if args.stdin or args.simlog:
readthread = threading.Thread(target=read_from_stdin, daemon=True, args=[args.sleep, plot_data]).start()
else:
readthread = threading.Thread(target=read_from_gpus, daemon=True, args=[args.sleep, plot_data]).start()
print("%s waiting for initial data" % (__program_name__), end='', flush=True)
while len(plot_data.df.index) < 9:
print(".", end='', flush=True)
time.sleep(args.sleep/4.0)
print("")
# After reading intitial data, set gpus
plot_data.set_gpus()
gc = GuiComponents(plot_data)
gplot = GPUPlotWindow(gc, plot_data)
gplot.connect("delete-event", Gtk.main_quit)
gplot.show_all()
gc.set_ready(True)
Gtk.main()
plot_data.kill_thread()
if __name__ == "__main__":
main()