ucdavis-icdm19¶
Below we report all schemas for all datasets. The section expanded suggest the datasets to be used, while highlighted rows suggest which fields are more useful for modeling.
For ucdavis-icdm19 the three types (unfiltered, filtered, splits)
have the same schema because the splits are materialized.
Output
┏━━━━━━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ Field ┃ Dtype ┃ Description ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ row_id │ int │ Unique row id │
│ app │ category │ Label of the flow │
│ flow_id │ str │ Original filename │
│ partition │ str │ Partition related to the flow │
│ num_pkts │ int │ Number of packets in the flow │
│ duration │ float │ Duration of the flow │
│ bytes │ int │ Number of bytes of the flow │
│ unixtime │ str │ Absolute time of each packet │
│ timetofirst │ np.array │ Delta between a packet the first packet of the flow │
│ pkts_size │ np.array │ Packet size time series │
│ pkts_dir │ np.array │ Packet direction time series │
│ pkts_iat │ np.array │ Packet inter-arrival time series │
└─────────────┴──────────┴─────────────────────────────────────────────────────┘
tcbench datasets schema --name ucdavis-icdm19 --type filtered
┏━━━━━━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ Field ┃ Dtype ┃ Description ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ row_id │ int │ Unique row id │
│ app │ category │ Label of the flow │
│ flow_id │ str │ Original filename │
│ partition │ str │ Partition related to the flow │
│ num_pkts │ int │ Number of packets in the flow │
│ duration │ float │ Duration of the flow │
│ bytes │ int │ Number of bytes of the flow │
│ unixtime │ str │ Absolute time of each packet │
│ timetofirst │ np.array │ Delta between a packet the first packet of the flow │
│ pkts_size │ np.array │ Packet size time series │
│ pkts_dir │ np.array │ Packet direction time series │
│ pkts_iat │ np.array │ Packet inter-arrival time series │
└─────────────┴──────────┴─────────────────────────────────────────────────────┘
tcbench datasets schema --name ucdavis-icdm19 --type splits
┏━━━━━━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ Field ┃ Dtype ┃ Description ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ row_id │ int │ Unique row id │
│ app │ category │ Label of the flow │
│ flow_id │ str │ Original filename │
│ partition │ str │ Partition related to the flow │
│ num_pkts │ int │ Number of packets in the flow │
│ duration │ float │ Duration of the flow │
│ bytes │ int │ Number of bytes of the flow │
│ unixtime │ str │ Absolute time of each packet │
│ timetofirst │ np.array │ Delta between a packet the first packet of the flow │
│ pkts_size │ np.array │ Packet size time series │
│ pkts_dir │ np.array │ Packet direction time series │
│ pkts_iat │ np.array │ Packet inter-arrival time series │
└─────────────┴──────────┴─────────────────────────────────────────────────────┘