| 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 124822 vehicles |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_022/trajectory/00_traj_1356.5.json.gz |
| Loading a file takes 53.58s |
| Creating data frames takes 20.03s |
| Filling data types and values takes 5.83s |
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| Processing a file takes 18.42s |
| Concatenating time series takes 0.49s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_022/trajectory/01_traj_2214.0.json.gz |
| Loading a file takes 56.99s |
| Creating data frames takes 22.02s |
| Filling data types and values takes 5.68s |
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| Processing a file takes 17.54s |
| Concatenating time series takes 0.29s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_022/trajectory/02_traj_3031.5.json.gz |
| Loading a file takes 57.60s |
| Creating data frames takes 21.26s |
| Filling data types and values takes 5.61s |
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| Processing a file takes 18.31s |
| Concatenating time series takes 0.31s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_022/trajectory/03_traj_3861.0.json.gz |
| Loading a file takes 53.47s |
| Creating data frames takes 21.47s |
| Filling data types and values takes 5.76s |
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| Processing a file takes 17.88s |
| Concatenating time series takes 0.48s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_022/trajectory/04_traj_4670.0.json.gz |
| Loading a file takes 57.30s |
| Creating data frames takes 25.45s |
| Filling data types and values takes 5.91s |
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| Processing a file takes 18.26s |
| Concatenating time series takes 0.41s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_022/trajectory/05_traj_5466.0.json.gz |
| Loading a file takes 54.26s |
| Creating data frames takes 25.09s |
| Filling data types and values takes 5.77s |
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| Processing a file takes 32.16s |
| Concatenating time series takes 0.48s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_022/trajectory/06_traj_6259.5.json.gz |
| Loading a file takes 62.75s |
| Creating data frames takes 29.89s |
| Filling data types and values takes 5.84s |
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| Processing a file takes 22.31s |
| Concatenating time series takes 0.44s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_022/trajectory/07_traj_7083.5.json.gz |
| Loading a file takes 59.29s |
| Creating data frames takes 26.82s |
| Filling data types and values takes 6.33s |
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|
| Processing a file takes 18.65s |
| Concatenating time series takes 0.71s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_022/trajectory/08_traj_end.json.gz |
| Loading a file takes 22.77s |
| Creating data frames takes 9.47s |
| Filling data types and values takes 2.40s |
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| Processing a file takes 28.82s |
| Concatenating time series takes 0.32s |
| Saving all the section time series takes 77.38s |
| Saving all the junction time series takes 11.41s |
| Saving network entrance and exit takes 0.10s |
| 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_022/timeseries/agg_timeseries.pkl |
| Extracting samples from time series ... |
| number of samples: 20 |
| Packing the samples into numpy arrays ... |
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