update demo
Browse files- __pycache__/sysinfo.cpython-39.pyc +0 -0
- app.py +7 -1
- catboost_info/catboost_training.json +1005 -0
- catboost_info/learn/events.out.tfevents +0 -0
- catboost_info/learn_error.tsv +1004 -0
- catboost_info/time_left.tsv +1019 -0
- images/AUC.png +0 -0
- images/Confusion Matrix.png +0 -0
- logs.log +0 -0
- sysinfo.py +20 -0
__pycache__/sysinfo.cpython-39.pyc
ADDED
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Binary file (680 Bytes). View file
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app.py
CHANGED
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@@ -1,11 +1,17 @@
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from pycaret.datasets import get_data
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from pycaret.classification import *
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import streamlit as st
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from pathlib import Path
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-
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path_root = Path(Path.cwd())
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st.sidebar.markdown("# Main page 🎈")
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st.title("Classification")
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@st.cache
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def load_data():
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data = get_data('diabetes')
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import pandas as pd
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from pycaret.datasets import get_data
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from pycaret.classification import *
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import streamlit as st
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from pathlib import Path
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from sysinfo import get_systeminfo
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path_root = Path(Path.cwd())
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st.sidebar.markdown("# Main page 🎈")
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st.title("Classification")
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st.markdown("### System Info")
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print(get_systeminfo())
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df = pd.DataFrame.from_dict(get_systeminfo())
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print(df)
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st.dataframe(df)
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@st.cache
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def load_data():
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data = get_data('diabetes')
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catboost_info/catboost_training.json
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@@ -0,0 +1,1005 @@
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catboost_info/learn/events.out.tfevents
ADDED
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Binary file (54.9 kB). View file
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catboost_info/learn_error.tsv
ADDED
|
@@ -0,0 +1,1004 @@
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|
| 1 |
+
iter Logloss
|
| 2 |
+
0 0.6891599923
|
| 3 |
+
1 0.685892909
|
| 4 |
+
2 0.6815030437
|
| 5 |
+
3 0.6773396642
|
| 6 |
+
4 0.6738950871
|
| 7 |
+
5 0.6696815806
|
| 8 |
+
6 0.6658893932
|
| 9 |
+
7 0.6623917887
|
| 10 |
+
8 0.6590278562
|
| 11 |
+
9 0.6552768424
|
| 12 |
+
10 0.6527141855
|
| 13 |
+
11 0.6483676374
|
| 14 |
+
12 0.6450690277
|
| 15 |
+
13 0.6412579245
|
| 16 |
+
14 0.6377496641
|
| 17 |
+
15 0.6343335238
|
| 18 |
+
16 0.6312511854
|
| 19 |
+
17 0.6280907245
|
| 20 |
+
18 0.6244185266
|
| 21 |
+
19 0.6215349938
|
| 22 |
+
20 0.6180436316
|
| 23 |
+
21 0.6161597386
|
| 24 |
+
22 0.6134772813
|
| 25 |
+
23 0.610757875
|
| 26 |
+
24 0.6080594654
|
| 27 |
+
25 0.6052230331
|
| 28 |
+
26 0.6027871755
|
| 29 |
+
27 0.5998842854
|
| 30 |
+
28 0.5966679597
|
| 31 |
+
29 0.5937697355
|
| 32 |
+
30 0.5911109861
|
| 33 |
+
31 0.5883836352
|
| 34 |
+
32 0.5861735068
|
| 35 |
+
33 0.5838179155
|
| 36 |
+
34 0.581487167
|
| 37 |
+
35 0.5793470903
|
| 38 |
+
36 0.5771653357
|
| 39 |
+
37 0.5748207786
|
| 40 |
+
38 0.5726806388
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| 41 |
+
39 0.5709264456
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| 42 |
+
40 0.5690516322
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| 43 |
+
41 0.5670500826
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| 44 |
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42 0.5649153024
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| 45 |
+
43 0.5626093336
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| 46 |
+
44 0.5605916425
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| 47 |
+
45 0.5585140512
|
| 48 |
+
46 0.5561082068
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| 49 |
+
47 0.554751877
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| 50 |
+
48 0.552498179
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| 51 |
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49 0.5506227351
|
| 52 |
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50 0.5488619213
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| 53 |
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51 0.546729474
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| 54 |
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52 0.5452965981
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| 55 |
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53 0.5427355806
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| 56 |
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54 0.5404042646
|
| 57 |
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55 0.5384995642
|
| 58 |
+
56 0.5366255074
|
| 59 |
+
57 0.5350563743
|
| 60 |
+
58 0.5326958018
|
| 61 |
+
59 0.5311183457
|
| 62 |
+
60 0.5294080372
|
| 63 |
+
61 0.5276357793
|
| 64 |
+
62 0.5255058226
|
| 65 |
+
63 0.523733407
|
| 66 |
+
64 0.5216893913
|
| 67 |
+
65 0.5202449452
|
| 68 |
+
66 0.5187914825
|
| 69 |
+
67 0.5173982983
|
| 70 |
+
68 0.5153595475
|
| 71 |
+
69 0.5143005119
|
| 72 |
+
70 0.5130265922
|
| 73 |
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71 0.5117539335
|
| 74 |
+
72 0.5102605583
|
| 75 |
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73 0.5086864125
|
| 76 |
+
74 0.5073759536
|
| 77 |
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75 0.5061383208
|
| 78 |
+
76 0.5044696272
|
| 79 |
+
77 0.5024057814
|
| 80 |
+
78 0.5005633457
|
| 81 |
+
79 0.4989193057
|
| 82 |
+
80 0.4971351308
|
| 83 |
+
81 0.4960453885
|
| 84 |
+
82 0.4944946037
|
| 85 |
+
83 0.4928943539
|
| 86 |
+
84 0.491398898
|
| 87 |
+
85 0.4904732822
|
| 88 |
+
86 0.4891492355
|
| 89 |
+
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| 1003 |
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catboost_info/time_left.tsv
ADDED
|
@@ -0,0 +1,1019 @@
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|
| 1 |
+
iter Passed Remaining
|
| 2 |
+
0 1 1477
|
| 3 |
+
1 2 1314
|
| 4 |
+
2 3 1285
|
| 5 |
+
3 5 1259
|
| 6 |
+
4 10 2046
|
| 7 |
+
5 11 1904
|
| 8 |
+
6 13 1906
|
| 9 |
+
7 18 2348
|
| 10 |
+
8 22 2481
|
| 11 |
+
9 25 2504
|
| 12 |
+
10 31 2823
|
| 13 |
+
11 37 3097
|
| 14 |
+
12 41 3128
|
| 15 |
+
13 42 2988
|
| 16 |
+
14 45 2973
|
| 17 |
+
15 50 3105
|
| 18 |
+
16 53 3078
|
| 19 |
+
17 54 2966
|
| 20 |
+
18 56 2908
|
| 21 |
+
19 61 3002
|
| 22 |
+
20 67 3164
|
| 23 |
+
21 70 3145
|
| 24 |
+
22 71 3053
|
| 25 |
+
23 81 3297
|
| 26 |
+
24 84 3276
|
| 27 |
+
25 87 3279
|
| 28 |
+
26 89 3219
|
| 29 |
+
27 99 3448
|
| 30 |
+
28 101 3384
|
| 31 |
+
29 103 3354
|
| 32 |
+
30 110 3450
|
| 33 |
+
31 113 3429
|
| 34 |
+
32 115 3385
|
| 35 |
+
33 117 3327
|
| 36 |
+
34 123 3411
|
| 37 |
+
35 129 3465
|
| 38 |
+
36 131 3420
|
| 39 |
+
37 132 3357
|
| 40 |
+
38 135 3342
|
| 41 |
+
39 136 3285
|
| 42 |
+
40 138 3245
|
| 43 |
+
41 139 3190
|
| 44 |
+
42 141 3138
|
| 45 |
+
43 142 3095
|
| 46 |
+
44 143 3047
|
| 47 |
+
45 170 3529
|
| 48 |
+
46 215 4378
|
| 49 |
+
47 224 4450
|
| 50 |
+
48 226 4399
|
| 51 |
+
49 227 4328
|
| 52 |
+
50 229 4264
|
| 53 |
+
51 230 4199
|
| 54 |
+
52 232 4152
|
| 55 |
+
53 237 4163
|
| 56 |
+
54 241 4144
|
| 57 |
+
55 245 4130
|
| 58 |
+
56 246 4085
|
| 59 |
+
57 248 4040
|
| 60 |
+
58 250 3988
|
| 61 |
+
59 264 4142
|
| 62 |
+
60 276 4249
|
| 63 |
+
61 282 4271
|
| 64 |
+
62 284 4227
|
| 65 |
+
63 285 4174
|
| 66 |
+
64 287 4131
|
| 67 |
+
65 288 4082
|
| 68 |
+
66 290 4040
|
| 69 |
+
67 291 3992
|
| 70 |
+
68 292 3950
|
| 71 |
+
69 294 3906
|
| 72 |
+
70 295 3862
|
| 73 |
+
71 296 3822
|
| 74 |
+
72 298 3792
|
| 75 |
+
73 299 3752
|
| 76 |
+
74 301 3720
|
| 77 |
+
75 302 3683
|
| 78 |
+
76 304 3647
|
| 79 |
+
77 305 3614
|
| 80 |
+
78 306 3578
|
| 81 |
+
79 309 3559
|
| 82 |
+
80 310 3527
|
| 83 |
+
81 313 3508
|
| 84 |
+
82 314 3475
|
| 85 |
+
83 316 3450
|
| 86 |
+
84 318 3428
|
| 87 |
+
85 320 3402
|
| 88 |
+
86 321 3372
|
| 89 |
+
87 322 3342
|
| 90 |
+
88 323 3315
|
| 91 |
+
89 325 3290
|
| 92 |
+
90 326 3266
|
| 93 |
+
91 330 3262
|
| 94 |
+
92 336 3278
|
| 95 |
+
93 343 3313
|
| 96 |
+
94 346 3302
|
| 97 |
+
95 347 3276
|
| 98 |
+
96 349 3250
|
| 99 |
+
97 350 3224
|
| 100 |
+
98 351 3199
|
| 101 |
+
99 353 3179
|
| 102 |
+
100 355 3160
|
| 103 |
+
101 356 3140
|
| 104 |
+
102 357 3117
|
| 105 |
+
103 359 3100
|
| 106 |
+
104 361 3078
|
| 107 |
+
105 363 3067
|
| 108 |
+
106 367 3063
|
| 109 |
+
107 369 3055
|
| 110 |
+
108 371 3037
|
| 111 |
+
109 372 3015
|
| 112 |
+
110 375 3006
|
| 113 |
+
111 385 3060
|
| 114 |
+
112 390 3067
|
| 115 |
+
113 392 3049
|
| 116 |
+
114 394 3032
|
| 117 |
+
115 401 3062
|
| 118 |
+
116 406 3065
|
| 119 |
+
117 409 3062
|
| 120 |
+
118 410 3040
|
| 121 |
+
119 411 3019
|
| 122 |
+
120 412 2998
|
| 123 |
+
121 413 2977
|
| 124 |
+
122 414 2957
|
| 125 |
+
123 415 2937
|
| 126 |
+
124 479 3355
|
| 127 |
+
125 487 3382
|
| 128 |
+
126 493 3389
|
| 129 |
+
127 494 3366
|
| 130 |
+
128 504 3405
|
| 131 |
+
129 513 3436
|
| 132 |
+
130 534 3546
|
| 133 |
+
131 558 3669
|
| 134 |
+
132 579 3776
|
| 135 |
+
133 593 3836
|
| 136 |
+
134 595 3814
|
| 137 |
+
135 597 3793
|
| 138 |
+
136 660 4159
|
| 139 |
+
137 669 4181
|
| 140 |
+
138 671 4160
|
| 141 |
+
139 691 4248
|
| 142 |
+
140 696 4243
|
| 143 |
+
141 702 4244
|
| 144 |
+
142 723 4335
|
| 145 |
+
143 726 4316
|
| 146 |
+
144 727 4289
|
| 147 |
+
145 735 4299
|
| 148 |
+
146 737 4277
|
| 149 |
+
147 740 4261
|
| 150 |
+
148 749 4280
|
| 151 |
+
149 753 4271
|
| 152 |
+
150 762 4287
|
| 153 |
+
151 779 4350
|
| 154 |
+
152 793 4392
|
| 155 |
+
153 808 4441
|
| 156 |
+
154 833 4542
|
| 157 |
+
155 838 4536
|
| 158 |
+
156 839 4508
|
| 159 |
+
157 899 4790
|
| 160 |
+
158 900 4765
|
| 161 |
+
159 942 4947
|
| 162 |
+
160 961 5010
|
| 163 |
+
161 962 4979
|
| 164 |
+
162 963 4949
|
| 165 |
+
163 964 4918
|
| 166 |
+
164 966 4890
|
| 167 |
+
165 968 4867
|
| 168 |
+
166 972 4849
|
| 169 |
+
167 976 4836
|
| 170 |
+
168 977 4807
|
| 171 |
+
169 979 4782
|
| 172 |
+
170 981 4757
|
| 173 |
+
171 982 4730
|
| 174 |
+
172 983 4702
|
| 175 |
+
173 984 4675
|
| 176 |
+
174 986 4650
|
| 177 |
+
175 1003 4696
|
| 178 |
+
176 1005 4674
|
| 179 |
+
177 1006 4647
|
| 180 |
+
178 1007 4621
|
| 181 |
+
179 1010 4601
|
| 182 |
+
180 1013 4584
|
| 183 |
+
181 1015 4564
|
| 184 |
+
182 1017 4542
|
| 185 |
+
183 1018 4518
|
| 186 |
+
184 1020 4495
|
| 187 |
+
185 1021 4471
|
| 188 |
+
186 1023 4448
|
| 189 |
+
187 1024 4424
|
| 190 |
+
188 1025 4400
|
| 191 |
+
189 1032 4400
|
| 192 |
+
190 1034 4381
|
| 193 |
+
191 1036 4362
|
| 194 |
+
192 1038 4343
|
| 195 |
+
193 1039 4320
|
| 196 |
+
194 1041 4298
|
| 197 |
+
195 1042 4278
|
| 198 |
+
196 1044 4255
|
| 199 |
+
197 1045 4235
|
| 200 |
+
198 1047 4216
|
| 201 |
+
199 1049 4199
|
| 202 |
+
200 1054 4191
|
| 203 |
+
201 1056 4173
|
| 204 |
+
202 1058 4154
|
| 205 |
+
203 1059 4136
|
| 206 |
+
204 1061 4114
|
| 207 |
+
205 1067 4116
|
| 208 |
+
206 1083 4150
|
| 209 |
+
207 1084 4130
|
| 210 |
+
208 1086 4110
|
| 211 |
+
209 1087 4090
|
| 212 |
+
210 1090 4078
|
| 213 |
+
211 1092 4059
|
| 214 |
+
212 1093 4040
|
| 215 |
+
213 1095 4023
|
| 216 |
+
214 1096 4005
|
| 217 |
+
215 1098 3986
|
| 218 |
+
216 1100 3970
|
| 219 |
+
217 1102 3954
|
| 220 |
+
218 1104 3937
|
| 221 |
+
219 1105 3918
|
| 222 |
+
220 1106 3901
|
| 223 |
+
221 1109 3887
|
| 224 |
+
222 1112 3876
|
| 225 |
+
223 1114 3859
|
| 226 |
+
224 1115 3841
|
| 227 |
+
225 1116 3823
|
| 228 |
+
226 1117 3805
|
| 229 |
+
227 1121 3797
|
| 230 |
+
228 1123 3782
|
| 231 |
+
229 1125 3767
|
| 232 |
+
230 1126 3749
|
| 233 |
+
231 1127 3731
|
| 234 |
+
232 1129 3719
|
| 235 |
+
233 1131 3705
|
| 236 |
+
234 1136 3699
|
| 237 |
+
235 1138 3684
|
| 238 |
+
236 1139 3669
|
| 239 |
+
237 1141 3655
|
| 240 |
+
238 1142 3639
|
| 241 |
+
239 1144 3623
|
| 242 |
+
240 1145 3608
|
| 243 |
+
241 1147 3595
|
| 244 |
+
242 1149 3580
|
| 245 |
+
243 1150 3564
|
| 246 |
+
244 1152 3550
|
| 247 |
+
245 1153 3536
|
| 248 |
+
246 1155 3523
|
| 249 |
+
247 1158 3514
|
| 250 |
+
248 1160 3499
|
| 251 |
+
249 1162 3486
|
| 252 |
+
250 1191 3555
|
| 253 |
+
251 1193 3542
|
| 254 |
+
252 1195 3529
|
| 255 |
+
253 1199 3522
|
| 256 |
+
254 1201 3509
|
| 257 |
+
255 1206 3504
|
| 258 |
+
256 1207 3490
|
| 259 |
+
257 1216 3498
|
| 260 |
+
258 1218 3484
|
| 261 |
+
259 1219 3470
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|
| 1011 |
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|
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996 3929 11
|
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| 1014 |
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| 1015 |
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999 3933 0
|
| 1016 |
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19
|
| 1017 |
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997 6642 13
|
| 1018 |
+
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|
| 1019 |
+
999 6677 0
|
images/AUC.png
CHANGED
|
|
images/Confusion Matrix.png
CHANGED
|
|
logs.log
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
sysinfo.py
ADDED
|
@@ -0,0 +1,20 @@
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|
|
| 1 |
+
import platform
|
| 2 |
+
import psutil
|
| 3 |
+
import os
|
| 4 |
+
|
| 5 |
+
def get_systeminfo():
|
| 6 |
+
res = {}
|
| 7 |
+
my_system = platform.uname()
|
| 8 |
+
|
| 9 |
+
res["System"] = my_system.system
|
| 10 |
+
res["Node Name"] = my_system.node
|
| 11 |
+
res['Release'] = my_system.release
|
| 12 |
+
res['Version'] = my_system.version
|
| 13 |
+
res['Machine'] = my_system.machine
|
| 14 |
+
res['Processor'] = my_system.processor
|
| 15 |
+
res['num_process'] = os.cpu_count()
|
| 16 |
+
res['Ram'] = psutil.virtual_memory().total/1024/1024/1024
|
| 17 |
+
for k, v in res.items():
|
| 18 |
+
res[k] = [v]
|
| 19 |
+
return res
|
| 20 |
+
get_systeminfo()
|