| 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 139314 vehicles |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_042/trajectory/00_traj_1318.0.json.gz |
| Loading a file takes 48.23s |
| Creating data frames takes 35.25s |
| Filling data types and values takes 10.18s |
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| Processing a file takes 18.96s |
| Concatenating time series takes 0.43s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_042/trajectory/01_traj_2077.5.json.gz |
| Loading a file takes 48.18s |
| Creating data frames takes 25.19s |
| Filling data types and values takes 5.56s |
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| Processing a file takes 17.97s |
| Concatenating time series takes 0.20s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_042/trajectory/02_traj_2793.5.json.gz |
| Loading a file takes 51.54s |
| Creating data frames takes 27.94s |
| Filling data types and values takes 5.02s |
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| Processing a file takes 16.20s |
| Concatenating time series takes 0.26s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_042/trajectory/03_traj_3492.5.json.gz |
| Loading a file takes 46.88s |
| Creating data frames takes 23.96s |
| Filling data types and values takes 5.48s |
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| Processing a file takes 17.55s |
| Concatenating time series takes 0.26s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_042/trajectory/04_traj_4174.5.json.gz |
| Loading a file takes 54.80s |
| Creating data frames takes 35.91s |
| Filling data types and values takes 5.58s |
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| Processing a file takes 17.61s |
| Concatenating time series takes 0.41s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_042/trajectory/05_traj_4836.5.json.gz |
| Loading a file takes 52.83s |
| Creating data frames takes 26.48s |
| Filling data types and values takes 5.33s |
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| Processing a file takes 25.90s |
| Concatenating time series takes 0.46s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_042/trajectory/06_traj_5485.5.json.gz |
| Loading a file takes 54.71s |
| Creating data frames takes 22.19s |
| Filling data types and values takes 5.77s |
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| Processing a file takes 18.06s |
| Concatenating time series takes 0.45s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_042/trajectory/07_traj_6107.5.json.gz |
| Loading a file takes 56.39s |
| Creating data frames takes 22.55s |
| Filling data types and values takes 5.73s |
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| Processing a file takes 17.94s |
| Concatenating time series takes 0.63s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_042/trajectory/08_traj_6714.0.json.gz |
| Loading a file takes 57.06s |
| Creating data frames takes 22.05s |
| Filling data types and values takes 5.90s |
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|
| Processing a file takes 18.72s |
| Concatenating time series takes 0.55s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_042/trajectory/09_traj_7313.0.json.gz |
| Loading a file takes 61.06s |
| Creating data frames takes 26.45s |
| Filling data types and values takes 6.33s |
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|
| Processing a file takes 19.60s |
| Concatenating time series takes 0.60s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_042/trajectory/10_traj_11459.0.json.gz |
| Loading a file takes 57.01s |
| Creating data frames takes 25.37s |
| Filling data types and values takes 6.17s |
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| Processing a file takes 18.69s |
| Concatenating time series takes 0.49s |
| Working on file /home/weijiang/Projects/Netsanut/datasets/simbarca/simulation_sessions/session_042/trajectory/11_traj_end.json.gz |
| Loading a file takes 17.73s |
| Creating data frames takes 4.36s |
| Filling data types and values takes 0.97s |
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| Processing a file takes 6.05s |
| Concatenating time series takes 0.15s |
| Saving all the section time series takes 92.42s |
| Saving all the junction time series takes 13.07s |
| 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_042/timeseries/agg_timeseries.pkl |
| Extracting samples from time series ... |
| number of samples: 20 |
| Packing the samples into numpy arrays ... |
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