| 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 124130 vehicles |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_016/trajectory/00_traj_1332.5.json.gz |
| Loading a file takes 49.81s |
| Creating data frames takes 19.40s |
| Filling data types and values takes 5.82s |
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| Processing a file takes 17.77s |
| Concatenating time series takes 0.40s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_016/trajectory/01_traj_2220.0.json.gz |
| Loading a file takes 55.64s |
| Creating data frames takes 26.77s |
| Filling data types and values takes 5.81s |
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| Processing a file takes 18.38s |
| Concatenating time series takes 0.34s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_016/trajectory/02_traj_3100.0.json.gz |
| Loading a file takes 57.95s |
| Creating data frames takes 20.52s |
| Filling data types and values takes 5.75s |
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| Processing a file takes 17.87s |
| Concatenating time series takes 0.32s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_016/trajectory/03_traj_3984.5.json.gz |
| Loading a file takes 54.15s |
| Creating data frames takes 21.92s |
| Filling data types and values takes 5.72s |
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| Processing a file takes 18.04s |
| Concatenating time series takes 0.48s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_016/trajectory/04_traj_4857.5.json.gz |
| Loading a file takes 58.56s |
| Creating data frames takes 20.91s |
| Filling data types and values takes 5.74s |
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| Processing a file takes 18.61s |
| Concatenating time series takes 0.62s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_016/trajectory/05_traj_5718.5.json.gz |
| Loading a file takes 55.35s |
| Creating data frames takes 20.63s |
| Filling data types and values takes 5.61s |
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| Processing a file takes 31.01s |
| Concatenating time series takes 0.67s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_016/trajectory/06_traj_6583.0.json.gz |
| Loading a file takes 65.10s |
| Creating data frames takes 27.31s |
| Filling data types and values takes 5.57s |
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| Processing a file takes 19.22s |
| Concatenating time series takes 0.69s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_016/trajectory/07_traj_end.json.gz |
| Loading a file takes 55.01s |
| Creating data frames takes 19.29s |
| Filling data types and values takes 5.38s |
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| Processing a file takes 19.43s |
| Concatenating time series takes 0.77s |
| Saving all the section time series takes 75.11s |
| Saving all the junction time series takes 10.47s |
| 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_016/timeseries/agg_timeseries.pkl |
| Extracting samples from time series ... |
| number of samples: 20 |
| Packing the samples into numpy arrays ... |
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