| 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 125457 vehicles |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_021/trajectory/00_traj_1333.0.json.gz |
| Loading a file takes 50.27s |
| Creating data frames takes 18.74s |
| Filling data types and values takes 5.06s |
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| Processing a file takes 19.58s |
| Concatenating time series takes 0.39s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_021/trajectory/01_traj_2195.5.json.gz |
| Loading a file takes 55.81s |
| Creating data frames takes 21.53s |
| Filling data types and values takes 5.53s |
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| Processing a file takes 17.75s |
| Concatenating time series takes 0.28s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_021/trajectory/02_traj_3054.0.json.gz |
| Loading a file takes 56.66s |
| Creating data frames takes 21.39s |
| Filling data types and values takes 5.63s |
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| Processing a file takes 18.20s |
| Concatenating time series takes 0.33s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_021/trajectory/03_traj_3894.0.json.gz |
| Loading a file takes 54.24s |
| Creating data frames takes 22.18s |
| Filling data types and values takes 5.77s |
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| Processing a file takes 18.38s |
| Concatenating time series takes 0.43s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_021/trajectory/04_traj_4728.0.json.gz |
| Loading a file takes 56.74s |
| Creating data frames takes 23.08s |
| Filling data types and values takes 5.87s |
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| Processing a file takes 17.80s |
| Concatenating time series takes 0.49s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_021/trajectory/05_traj_5547.0.json.gz |
| Loading a file takes 53.91s |
| Creating data frames takes 29.49s |
| Filling data types and values takes 5.73s |
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| Processing a file takes 37.91s |
| Concatenating time series takes 0.53s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_021/trajectory/06_traj_6348.0.json.gz |
| Loading a file takes 61.63s |
| Creating data frames takes 30.00s |
| Filling data types and values takes 5.93s |
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| Processing a file takes 22.72s |
| Concatenating time series takes 0.50s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_021/trajectory/07_traj_7180.5.json.gz |
| Loading a file takes 58.91s |
| Creating data frames takes 22.54s |
| Filling data types and values takes 5.77s |
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| Processing a file takes 18.45s |
| Concatenating time series takes 0.71s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_021/trajectory/08_traj_end.json.gz |
| Loading a file takes 15.22s |
| Creating data frames takes 6.30s |
| Filling data types and values takes 1.39s |
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| Processing a file takes 12.74s |
| Concatenating time series takes 0.34s |
| Saving all the section time series takes 72.82s |
| Saving all the junction time series takes 10.44s |
| Saving network entrance and exit takes 0.08s |
| 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_021/timeseries/agg_timeseries.pkl |
| Extracting samples from time series ... |
| number of samples: 20 |
| Packing the samples into numpy arrays ... |
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