| 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 116246 vehicles |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_008/trajectory/00_traj_1362.5.json.gz |
| Loading a file takes 52.32s |
| Creating data frames takes 19.35s |
| Filling data types and values takes 5.92s |
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| Processing a file takes 19.21s |
| Concatenating time series takes 0.41s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_008/trajectory/01_traj_2295.5.json.gz |
| Loading a file takes 57.25s |
| Creating data frames takes 23.06s |
| Filling data types and values takes 5.80s |
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| Processing a file takes 18.19s |
| Concatenating time series takes 0.32s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_008/trajectory/02_traj_3228.0.json.gz |
| Loading a file takes 60.78s |
| Creating data frames takes 25.72s |
| Filling data types and values takes 5.82s |
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| Processing a file takes 18.39s |
| Concatenating time series takes 0.42s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_008/trajectory/03_traj_4171.5.json.gz |
| Loading a file takes 57.89s |
| Creating data frames takes 23.79s |
| Filling data types and values takes 5.75s |
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| Processing a file takes 18.07s |
| Concatenating time series takes 0.48s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_008/trajectory/04_traj_5106.0.json.gz |
| Loading a file takes 57.12s |
| Creating data frames takes 22.86s |
| Filling data types and values takes 5.70s |
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| Processing a file takes 19.01s |
| Concatenating time series takes 0.57s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_008/trajectory/05_traj_6030.0.json.gz |
| Loading a file takes 56.00s |
| Creating data frames takes 25.55s |
| Filling data types and values takes 5.58s |
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| Processing a file takes 30.30s |
| Concatenating time series takes 0.47s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_008/trajectory/06_traj_6949.0.json.gz |
| Loading a file takes 61.96s |
| Creating data frames takes 31.75s |
| Filling data types and values takes 6.12s |
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| Processing a file takes 18.32s |
| Concatenating time series takes 0.65s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_008/trajectory/07_traj_end.json.gz |
| Loading a file takes 27.69s |
| Creating data frames takes 11.09s |
| Filling data types and values takes 2.60s |
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| Processing a file takes 14.45s |
| Concatenating time series takes 0.67s |
| Saving all the section time series takes 69.50s |
| Saving all the junction time series takes 9.60s |
| 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_008/timeseries/agg_timeseries.pkl |
| Extracting samples from time series ... |
| number of samples: 20 |
| Packing the samples into numpy arrays ... |
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