| INFO: Pandarallel will run on 8 workers. |
| INFO: Pandarallel will use Memory file system to transfer data between the main process and workers. |
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| Selecting 5.0% vehicles from 139521 vehicles |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_047/trajectory/00_traj_1318.0.json.gz |
| Loading a file takes 52.31s |
| Creating data frames takes 19.28s |
| Filling data types and values takes 5.79s |
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| Processing a file takes 18.26s |
| Concatenating time series takes 0.46s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_047/trajectory/01_traj_2038.5.json.gz |
| Loading a file takes 57.59s |
| Creating data frames takes 21.97s |
| Filling data types and values takes 5.87s |
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| Processing a file takes 17.12s |
| Concatenating time series takes 0.25s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_047/trajectory/02_traj_2699.5.json.gz |
| Loading a file takes 55.04s |
| Creating data frames takes 20.78s |
| Filling data types and values takes 5.83s |
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| Processing a file takes 16.98s |
| Concatenating time series takes 0.79s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_047/trajectory/03_traj_3334.0.json.gz |
| Loading a file takes 54.19s |
| Creating data frames takes 22.58s |
| Filling data types and values takes 5.73s |
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| Processing a file takes 17.55s |
| Concatenating time series takes 0.40s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_047/trajectory/04_traj_3956.0.json.gz |
| Loading a file takes 55.06s |
| Creating data frames takes 21.80s |
| Filling data types and values takes 5.59s |
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| Processing a file takes 16.54s |
| Concatenating time series takes 0.49s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_047/trajectory/05_traj_4590.0.json.gz |
| Loading a file takes 53.11s |
| Creating data frames takes 23.24s |
| Filling data types and values takes 5.89s |
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| Processing a file takes 17.70s |
| Concatenating time series takes 0.58s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_047/trajectory/06_traj_5219.5.json.gz |
| Loading a file takes 61.65s |
| Creating data frames takes 22.38s |
| Filling data types and values takes 5.99s |
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| Processing a file takes 18.59s |
| Concatenating time series takes 0.59s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_047/trajectory/07_traj_5825.0.json.gz |
| Loading a file takes 60.14s |
| Creating data frames takes 22.58s |
| Filling data types and values takes 5.92s |
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| Processing a file takes 18.03s |
| Concatenating time series takes 0.62s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_047/trajectory/08_traj_6383.5.json.gz |
| Loading a file takes 61.79s |
| Creating data frames takes 21.92s |
| Filling data types and values takes 5.92s |
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| Processing a file takes 17.31s |
| Concatenating time series takes 0.46s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_047/trajectory/09_traj_6883.5.json.gz |
| Loading a file takes 54.16s |
| Creating data frames takes 22.06s |
| Filling data types and values takes 5.70s |
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| Processing a file takes 17.47s |
| Concatenating time series takes 0.58s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_047/trajectory/10_traj_7342.0.json.gz |
| Loading a file takes 58.09s |
| Creating data frames takes 22.00s |
| Filling data types and values takes 5.70s |
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| Processing a file takes 17.22s |
| Concatenating time series takes 0.48s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_047/trajectory/11_traj_8106.0.json.gz |
| Loading a file takes 57.15s |
| Creating data frames takes 22.18s |
| Filling data types and values takes 5.71s |
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| Processing a file takes 17.05s |
| Concatenating time series takes 0.83s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_047/trajectory/12_traj_9270.5.json.gz |
| Loading a file takes 57.15s |
| Creating data frames takes 23.44s |
| Filling data types and values takes 5.80s |
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| Processing a file takes 13.81s |
| Concatenating time series takes 0.28s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_047/trajectory/13_traj_10909.5.json.gz |
| Loading a file takes 55.20s |
| Creating data frames takes 21.43s |
| Filling data types and values takes 5.78s |
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| Processing a file takes 12.81s |
| Concatenating time series takes 0.33s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_047/trajectory/14_traj_13103.5.json.gz |
| Loading a file takes 57.27s |
| Creating data frames takes 21.43s |
| Filling data types and values takes 5.84s |
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| Processing a file takes 12.11s |
| Concatenating time series takes 0.23s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_047/trajectory/15_traj_15938.5.json.gz |
| Loading a file takes 54.15s |
| Creating data frames takes 21.44s |
| Filling data types and values takes 5.80s |
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| Processing a file takes 13.18s |
| Concatenating time series takes 0.21s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_047/trajectory/16_traj_19186.0.json.gz |
| Loading a file takes 53.05s |
| Creating data frames takes 21.87s |
| Filling data types and values takes 5.77s |
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| Processing a file takes 31.23s |
| Concatenating time series takes 0.16s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_047/trajectory/17_traj_end.json.gz |
| Loading a file takes 55.66s |
| Creating data frames takes 18.31s |
| Filling data types and values takes 4.85s |
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| Processing a file takes 13.03s |
| Concatenating time series takes 0.19s |
| Saving all the section time series takes 100.85s |
| Saving all the junction time series takes 14.28s |
| Saving network entrance and exit takes 0.09s |
| Aggregating the raw statistics to different intervals... |
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| Constructing time series for each modality ... |
| Saving aggregated time series to /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_047/timeseries/agg_timeseries.pkl |
| Extracting samples from time series ... |
| number of samples: 20 |
| Packing the samples into numpy arrays ... |
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