| 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 117612 vehicles |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_003/trajectory/00_traj_1380.5.json.gz |
| Loading a file takes 53.40s |
| Creating data frames takes 21.35s |
| Filling data types and values takes 5.99s |
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| Processing a file takes 18.63s |
| Concatenating time series takes 0.55s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_003/trajectory/01_traj_2320.5.json.gz |
| Loading a file takes 54.84s |
| Creating data frames takes 21.45s |
| Filling data types and values takes 4.64s |
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| Processing a file takes 17.04s |
| Concatenating time series takes 0.26s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_003/trajectory/02_traj_3228.5.json.gz |
| Loading a file takes 56.31s |
| Creating data frames takes 22.35s |
| Filling data types and values takes 4.88s |
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| Processing a file takes 18.19s |
| Concatenating time series takes 0.37s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_003/trajectory/03_traj_4152.5.json.gz |
| Loading a file takes 51.84s |
| Creating data frames takes 21.17s |
| Filling data types and values takes 5.05s |
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| Processing a file takes 18.88s |
| Concatenating time series takes 0.37s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_003/trajectory/04_traj_5084.0.json.gz |
| Loading a file takes 55.01s |
| Creating data frames takes 22.96s |
| Filling data types and values takes 5.07s |
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| Processing a file takes 18.37s |
| Concatenating time series takes 0.48s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_003/trajectory/05_traj_6001.0.json.gz |
| Loading a file takes 51.28s |
| Creating data frames takes 22.67s |
| Filling data types and values takes 5.31s |
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| Processing a file takes 21.91s |
| Concatenating time series takes 0.54s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_003/trajectory/06_traj_6907.5.json.gz |
| Loading a file takes 62.20s |
| Creating data frames takes 26.72s |
| Filling data types and values takes 5.62s |
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| Processing a file takes 20.05s |
| Concatenating time series takes 0.75s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_003/trajectory/07_traj_end.json.gz |
| Loading a file takes 32.43s |
| Creating data frames takes 14.23s |
| Filling data types and values takes 2.76s |
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| Processing a file takes 16.95s |
| Concatenating time series takes 0.77s |
| Saving all the section time series takes 70.41s |
| Saving all the junction time series takes 8.52s |
| Saving network entrance and exit takes 0.07s |
| 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_003/timeseries/agg_timeseries.pkl |
| Extracting samples from time series ... |
| number of samples: 20 |
| Packing the samples into numpy arrays ... |
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