| INFO: Pandarallel will run on 8 workers. |
| INFO: Pandarallel will use Memory file system to transfer data between the main process and workers. |
|
|
| Selecting 5.0% vehicles from 135923 vehicles |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_036/trajectory/00_traj_1317.5.json.gz |
| Loading a file takes 52.99s |
| Creating data frames takes 19.42s |
| Filling data types and values takes 6.03s |
|
|
| Processing a file takes 19.17s |
| Concatenating time series takes 0.51s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_036/trajectory/01_traj_2096.5.json.gz |
| Loading a file takes 62.68s |
| Creating data frames takes 25.62s |
| Filling data types and values takes 6.07s |
|
|
| Processing a file takes 17.62s |
| Concatenating time series takes 0.31s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_036/trajectory/02_traj_2821.5.json.gz |
| Loading a file takes 56.64s |
| Creating data frames takes 23.73s |
| Filling data types and values takes 6.01s |
|
|
| Processing a file takes 17.89s |
| Concatenating time series takes 0.36s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_036/trajectory/03_traj_3530.5.json.gz |
| Loading a file takes 57.32s |
| Creating data frames takes 24.98s |
| Filling data types and values takes 6.09s |
|
|
| Processing a file takes 18.20s |
| Concatenating time series takes 0.47s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_036/trajectory/04_traj_4222.0.json.gz |
| Loading a file takes 60.36s |
| Creating data frames takes 23.05s |
| Filling data types and values takes 5.86s |
|
|
| Processing a file takes 17.93s |
| Concatenating time series takes 0.61s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_036/trajectory/05_traj_4881.5.json.gz |
| Loading a file takes 58.51s |
| Creating data frames takes 39.48s |
| Filling data types and values takes 6.27s |
|
|
| Processing a file takes 24.91s |
| Concatenating time series takes 0.41s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_036/trajectory/06_traj_5536.5.json.gz |
| Loading a file takes 57.61s |
| Creating data frames takes 24.86s |
| Filling data types and values takes 5.85s |
|
|
| Processing a file takes 18.24s |
| Concatenating time series takes 0.64s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_036/trajectory/07_traj_6176.0.json.gz |
| Loading a file takes 58.36s |
| Creating data frames takes 28.61s |
| Filling data types and values takes 6.17s |
|
|
| Processing a file takes 18.81s |
| Concatenating time series takes 0.47s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_036/trajectory/08_traj_6797.0.json.gz |
| Loading a file takes 55.76s |
| Creating data frames takes 24.90s |
| Filling data types and values takes 6.34s |
|
|
| Processing a file takes 19.59s |
| Concatenating time series takes 1.12s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_036/trajectory/09_traj_7451.5.json.gz |
| Loading a file takes 61.66s |
| Creating data frames takes 29.08s |
| Filling data types and values takes 6.01s |
|
|
| Processing a file takes 20.05s |
| Concatenating time series takes 0.81s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_036/trajectory/10_traj_end.json.gz |
| Loading a file takes 51.14s |
| Creating data frames takes 20.41s |
| Filling data types and values takes 5.03s |
|
|
| Processing a file takes 34.04s |
| Concatenating time series takes 0.33s |
| Saving all the section time series takes 86.71s |
| Saving all the junction time series takes 12.62s |
| Saving network entrance and exit takes 0.10s |
| Aggregating the raw statistics to different intervals... |
|
0%| | 0/1521 [00:00<?, ?it/s]
0%| | 1/1521 [00:00<12:14, 2.07it/s]
0%| | 6/1521 [00:00<02:10, 11.64it/s]
3%|▎ | 48/1521 [00:00<00:14, 102.63it/s]
5%|▌ | 82/1521 [00:00<00:09, 157.34it/s]
8%|▊ | 118/1521 [00:00<00:06, 204.66it/s]
10%|▉ | 146/1521 [00:01<00:07, 188.19it/s]
11%|█▏ | 173/1521 [00:01<00:06, 204.90it/s]
13%|█▎ | 199/1521 [00:01<00:06, 214.56it/s]
15%|█▍ | 224/1521 [00:01<00:06, 212.98it/s]
16%|█▋ | 248/1521 [00:01<00:05, 217.21it/s]
18%|█▊ | 272/1521 [00:01<00:06, 197.31it/s]
19%|█▉ | 293/1521 [00:01<00:06, 187.57it/s]
21%|██ | 313/1521 [00:02<00:22, 54.49it/s]
23%|██▎ | 351/1521 [00:03<00:13, 84.74it/s]
25%|██▍ | 379/1521 [00:03<00:10, 107.11it/s]
27%|██▋ | 409/1521 [00:03<00:08, 132.54it/s]
28%|██▊ | 433/1521 [00:03<00:07, 146.68it/s]
30%|███ | 457/1521 [00:03<00:06, 161.60it/s]
32%|███▏ | 480/1521 [00:03<00:05, 175.78it/s]
33%|███▎ | 503/1521 [00:03<00:05, 181.76it/s]
35%|███▍ | 525/1521 [00:03<00:05, 177.79it/s]
36%|███▌ | 546/1521 [00:03<00:05, 169.50it/s]
37%|███▋ | 565/1521 [00:04<00:05, 165.62it/s]
39%|███▊ | 587/1521 [00:04<00:05, 178.02it/s]
40%|███▉ | 606/1521 [00:04<00:05, 175.70it/s]
41%|████▏ | 630/1521 [00:04<00:04, 191.56it/s]
43%|████▎ | 650/1521 [00:04<00:04, 193.10it/s]
44%|████▍ | 675/1521 [00:04<00:04, 206.91it/s]
46%|████▌ | 697/1521 [00:04<00:03, 208.29it/s]
47%|████▋ | 719/1521 [00:04<00:03, 206.55it/s]
49%|████▉ | 745/1521 [00:04<00:03, 217.40it/s]
50%|█████ | 767/1521 [00:05<00:03, 208.94it/s]
52%|█████▏ | 789/1521 [00:05<00:03, 210.86it/s]
53%|█████▎ | 811/1521 [00:05<00:03, 204.34it/s]
55%|█████▍ | 836/1521 [00:05<00:03, 216.61it/s]
57%|█████▋ | 860/1521 [00:05<00:02, 222.07it/s]
58%|█████▊ | 883/1521 [00:05<00:03, 211.68it/s]
60%|█████▉ | 906/1521 [00:05<00:02, 215.96it/s]
61%|██████ | 928/1521 [00:05<00:02, 216.68it/s]
63%|██████▎ | 954/1521 [00:05<00:02, 226.48it/s]
64%|██████▍ | 980/1521 [00:05<00:02, 234.14it/s]
66%|██████▌ | 1004/1521 [00:06<00:02, 231.90it/s]
68%|██████▊ | 1028/1521 [00:06<00:02, 219.47it/s]
69%|██████▉ | 1051/1521 [00:06<00:02, 211.25it/s]
71%|███████ | 1076/1521 [00:06<00:02, 218.68it/s]
72%|███████▏ | 1099/1521 [00:06<00:01, 217.53it/s]
74%|███████▎ | 1121/1521 [00:06<00:02, 199.20it/s]
75%|███████▌ | 1142/1521 [00:06<00:01, 200.43it/s]
77%|███████▋ | 1170/1521 [00:06<00:01, 213.33it/s]
79%|███████▊ | 1195/1521 [00:07<00:01, 219.87it/s]
80%|████████ | 1218/1521 [00:07<00:01, 220.95it/s]
82%|████████▏ | 1246/1521 [00:07<00:01, 235.38it/s]
84%|████████▎ | 1272/1521 [00:07<00:01, 240.36it/s]
86%|████████▌ | 1301/1521 [00:07<00:00, 254.57it/s]
87%|████████▋ | 1327/1521 [00:07<00:00, 238.39it/s]
89%|████████▉ | 1352/1521 [00:07<00:00, 235.80it/s]
90%|█████████ | 1376/1521 [00:08<00:02, 64.29it/s]
92%|█████████▏| 1394/1521 [00:08<00:01, 74.42it/s]
93%|█████████▎| 1420/1521 [00:08<00:01, 96.77it/s]
95%|█████████▍| 1442/1521 [00:09<00:00, 114.66it/s]
96%|█████████▌| 1463/1521 [00:09<00:00, 126.84it/s]
98%|█████████▊| 1483/1521 [00:09<00:00, 137.82it/s]
99%|█████████▉| 1512/1521 [00:09<00:00, 165.55it/s]
100%|██████████| 1521/1521 [00:09<00:00, 162.20it/s] |
| Constructing time series for each modality ... |
| Saving aggregated time series to /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_036/timeseries/agg_timeseries.pkl |
| Extracting samples from time series ... |
| number of samples: 20 |
| Packing the samples into numpy arrays ... |
|
|
