| 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 105089 vehicles |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_000/trajectory/00_traj_1396.5.json.gz |
| Loading a file takes 52.01s |
| Creating data frames takes 19.48s |
| Filling data types and values takes 5.86s |
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| Processing a file takes 18.50s |
| Concatenating time series takes 0.47s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_000/trajectory/01_traj_2491.0.json.gz |
| Loading a file takes 56.96s |
| Creating data frames takes 20.86s |
| Filling data types and values takes 5.90s |
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| Processing a file takes 17.74s |
| Concatenating time series takes 0.33s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_000/trajectory/02_traj_3569.0.json.gz |
| Loading a file takes 58.80s |
| Creating data frames takes 20.50s |
| Filling data types and values takes 5.64s |
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| Processing a file takes 17.32s |
| Concatenating time series takes 0.38s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_000/trajectory/03_traj_4640.0.json.gz |
| Loading a file takes 48.18s |
| Creating data frames takes 18.40s |
| Filling data types and values takes 5.25s |
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| Processing a file takes 16.36s |
| Concatenating time series takes 0.42s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_000/trajectory/04_traj_5700.5.json.gz |
| Loading a file takes 49.91s |
| Creating data frames takes 18.19s |
| Filling data types and values takes 5.25s |
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| Processing a file takes 17.43s |
| Concatenating time series takes 0.50s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_000/trajectory/05_traj_6772.5.json.gz |
| Loading a file takes 50.41s |
| Creating data frames takes 23.17s |
| Filling data types and values takes 6.14s |
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| Processing a file takes 19.27s |
| Concatenating time series takes 0.71s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_000/trajectory/06_traj_end.json.gz |
| Loading a file takes 31.35s |
| Creating data frames takes 18.66s |
| Filling data types and values takes 3.32s |
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| Processing a file takes 16.35s |
| Concatenating time series takes 0.74s |
| Saving all the section time series takes 74.41s |
| Saving all the junction time series takes 10.06s |
| 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_000/timeseries/agg_timeseries.pkl |
| Extracting samples from time series ... |
| number of samples: 20 |
| Packing the samples into numpy arrays ... |
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