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The dataset generation failed because of a cast error
Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 47 new columns ({'Magnitue', 'SSH', 'ICMP', 'Number', 'flow_duration', 'Radius', 'IAT', 'fin_flag_number', 'Drate', 'Tot size', 'cwr_flag_number', 'Srate', 'Tot sum', 'AVG', 'Std', 'Header_Length', 'ARP', 'LLC', 'Rate', 'syn_count', 'ece_flag_number', 'IPv', 'Telnet', 'DHCP', 'psh_flag_number', 'urg_count', 'ack_count', 'Min', 'Variance', 'Covariance', 'Weight', 'ack_flag_number', 'syn_flag_number', 'rst_flag_number', 'UDP', 'IRC', 'HTTPS', 'Max', 'TCP', 'HTTP', 'fin_count', 'label', 'rst_count', 'DNS', 'Protocol Type', 'Duration', 'SMTP'}) and 79 missing columns ({'Fwd Header Length__2', 'PSH Flag Count', 'RST Flag Count', 'Fwd IAT Max', 'Label', 'Idle Min', 'Bwd IAT Max', 'Fwd Packet Length Std', 'Avg Bwd Segment Size', 'Subflow Fwd Packets', 'Fwd IAT Total', 'Subflow Bwd Packets', 'min_seg_size_forward', 'ACK Flag Count', 'Fwd Avg Packets/Bulk', 'Fwd Packet Length Min', 'Init_Win_bytes_forward', 'Bwd IAT Std', 'Idle Std', 'ECE Flag Count', 'Total Length of Fwd Packets', 'Fwd PSH Flags', 'Packet Length Mean', 'Total Fwd Packets', 'Fwd Packets/s', 'Total Backward Packets', 'Min Packet Length', 'Fwd Packet Length Mean', 'Fwd URG Flags', 'Flow Duration', 'Init_Win_bytes_backward', 'Flow IAT Max', 'Total Length of Bwd Packets', 'Bwd IAT Min', 'SYN Flag Count', 'Fwd Avg Bulk Rate', 'Flow Packets/s', 'Subflow Fwd Bytes', 'Bwd IAT Total', 'Average Packet Size', 'Flow IAT Std', 'Max Packet Length', 'Bwd IAT Mean', 'Active Min', 'Idle Max', 'Fwd IAT Mean', 'Bwd Packet Length Std', 'Bwd Packet Length Mean', 'Flow IAT Mean', 'Destination Port', 'Fwd IAT Min', 'Bwd Packet Length Min', 'FIN Flag Count', 'Flow IAT Min', 'CWE Flag Count', 'Active Std', 'Flow Bytes/s', 'Packet Length Variance', 'Bwd Avg Packets/Bulk', 'Bwd Packets/s', 'Packet Length Std', 'Down/Up Ratio', 'Bwd PSH Flags', 'Idle Mean', 'Bwd Packet Length Max', 'Fwd IAT Std', 'Active Mean', 'Bwd URG Flags', 'Bwd Avg Bulk Rate', 'Fwd Header Length', 'URG Flag Count', 'Bwd Avg Bytes/Bulk', 'Fwd Packet Length Max', 'act_data_pkt_fwd', 'Active Max', 'Avg Fwd Segment Size', 'Subflow Bwd Bytes', 'Fwd Avg Bytes/Bulk', 'Bwd Header Length'}).

This happened while the csv dataset builder was generating data using

gzip://train.csv::hf://datasets/NextGLab/telemlebench-releases@980faf6a9a8a0108960c005959f7c1d04f5819da/ciciot2023-attack-classification-v1/data/train.csv.gz, ['hf://datasets/NextGLab/telemlebench-releases@980faf6a9a8a0108960c005959f7c1d04f5819da/cicids2017-flow-classification-v1/data/train.csv', 'hf://datasets/NextGLab/telemlebench-releases@980faf6a9a8a0108960c005959f7c1d04f5819da/ciciot2023-attack-classification-v1/data/train.csv.gz', 'hf://datasets/NextGLab/telemlebench-releases@980faf6a9a8a0108960c005959f7c1d04f5819da/n-baiot-attack-classification-v1/data/train.csv', 'hf://datasets/NextGLab/telemlebench-releases@980faf6a9a8a0108960c005959f7c1d04f5819da/radioml2016-10a-modulation-classification-v1/data/train.zip', 'hf://datasets/NextGLab/telemlebench-releases@980faf6a9a8a0108960c005959f7c1d04f5819da/topologybench-clustering-v1/data/train.zip', 'hf://datasets/NextGLab/telemlebench-releases@980faf6a9a8a0108960c005959f7c1d04f5819da/ujindoorloc-floor-v1/data/train.csv', 'hf://datasets/NextGLab/telemlebench-releases@980faf6a9a8a0108960c005959f7c1d04f5819da/veremi-extension-misbehavior-classification-v1/data/train.csv.gz', 'hf://datasets/NextGLab/telemlebench-releases@980faf6a9a8a0108960c005959f7c1d04f5819da/veremi-misbehavior-classification-v1/data/train.csv.gz', 'hf://datasets/NextGLab/telemlebench-releases@980faf6a9a8a0108960c005959f7c1d04f5819da/wisig-manysig-transmitter-classification-v1/data/train.zip']

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1837, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                  ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              sample_id: string
              ARP: double
              AVG: double
              Covariance: double
              DHCP: double
              DNS: double
              Drate: double
              Duration: double
              HTTP: double
              HTTPS: double
              Header_Length: double
              IAT: double
              ICMP: double
              IPv: double
              IRC: double
              LLC: double
              Magnitue: double
              Max: double
              Min: double
              Number: double
              Protocol Type: double
              Radius: double
              Rate: double
              SMTP: double
              SSH: double
              Srate: double
              Std: double
              TCP: double
              Telnet: double
              Tot size: double
              Tot sum: double
              UDP: double
              Variance: double
              Weight: double
              ack_count: double
              ack_flag_number: double
              cwr_flag_number: double
              ece_flag_number: double
              fin_count: double
              fin_flag_number: double
              flow_duration: double
              psh_flag_number: double
              rst_count: double
              rst_flag_number: double
              syn_count: double
              syn_flag_number: double
              urg_count: double
              label: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 5827
              to
              {'sample_id': Value('string'), 'ACK Flag Count': Value('int64'), 'Active Max': Value('int64'), 'Active Mean': Value('float64'), 'Active Min': Value('int64'), 'Active Std': Value('float64'), 'Average Packet Size': Value('float64'), 'Avg Bwd Segment Size': Value('float64'), 'Avg Fwd Segment Size': Value('float64'), 'Bwd Avg Bulk Rate': Value('int64'), 'Bwd Avg Bytes/Bulk': Value('int64'), 'Bwd Avg Packets/Bulk': Value('int64'), 'Bwd Header Length': Value('int64'), 'Bwd IAT Max': Value('int64'), 'Bwd IAT Mean': Value('float64'), 'Bwd IAT Min': Value('int64'), 'Bwd IAT Std': Value('float64'), 'Bwd IAT Total': Value('int64'), 'Bwd PSH Flags': Value('int64'), 'Bwd Packet Length Max': Value('int64'), 'Bwd Packet Length Mean': Value('float64'), 'Bwd Packet Length Min': Value('int64'), 'Bwd Packet Length Std': Value('float64'), 'Bwd Packets/s': Value('float64'), 'Bwd URG Flags': Value('int64'), 'CWE Flag Count': Value('int64'), 'Destination Port': Value('int64'), 'Down/Up Ratio': Value('int64'), 'ECE Flag Count': Value('int64'), 'FIN Flag Count': Value('int64'), 'Flow Bytes/s': Value('float64'), 'Flow Duration': Value('int64'), 'Flow IAT Max': Value('int64'), 'Flow IAT Mean': Value('float64'), 'Flow IAT Min': Value('int64'), 'Flow IAT Std': Value('float64'), 'Flow Packets/s': Value('float64'), 'Fwd Avg Bulk Rate': Value('int64'), 'Fwd Avg Bytes/Bulk': Value('int64'), 'Fwd Avg Packets/Bulk': Value('int64'), 'Fwd Header Length': Value('int64'), 'Fwd Header Length__2': Value('int64'), 'Fwd IAT Max': Value('int64'), 'Fwd IAT Mean': Value('float64'), 'Fwd IAT Min': Value('int64'), 'Fwd IAT Std': Value('float64'), 'Fwd IAT Total': Value('int64'), 'Fwd PSH Flags': Value('int64'), 'Fwd Packet Length Max': Value('int64'), 'Fwd Packet Length Mean': Value('float64'), 'Fwd Packet Length Min': Value('int64'), 'Fwd Packet Length Std': Value('float64'), 'Fwd Packets/s': Value('float64'), 'Fwd URG Flags': Value('int64'), 'Idle Max': Value('int64'), 'Idle Mean': Value('float64'), 'Idle Min': Value('int64'), 'Idle Std': Value('float64'), 'Init_Win_bytes_backward': Value('int64'), 'Init_Win_bytes_forward': Value('int64'), 'Max Packet Length': Value('int64'), 'Min Packet Length': Value('int64'), 'PSH Flag Count': Value('int64'), 'Packet Length Mean': Value('float64'), 'Packet Length Std': Value('float64'), 'Packet Length Variance': Value('float64'), 'RST Flag Count': Value('int64'), 'SYN Flag Count': Value('int64'), 'Subflow Bwd Bytes': Value('int64'), 'Subflow Bwd Packets': Value('int64'), 'Subflow Fwd Bytes': Value('int64'), 'Subflow Fwd Packets': Value('int64'), 'Total Backward Packets': Value('int64'), 'Total Fwd Packets': Value('int64'), 'Total Length of Bwd Packets': Value('int64'), 'Total Length of Fwd Packets': Value('int64'), 'URG Flag Count': Value('int64'), 'act_data_pkt_fwd': Value('int64'), 'min_seg_size_forward': Value('int64'), 'Label': Value('string')}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1839, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 47 new columns ({'Magnitue', 'SSH', 'ICMP', 'Number', 'flow_duration', 'Radius', 'IAT', 'fin_flag_number', 'Drate', 'Tot size', 'cwr_flag_number', 'Srate', 'Tot sum', 'AVG', 'Std', 'Header_Length', 'ARP', 'LLC', 'Rate', 'syn_count', 'ece_flag_number', 'IPv', 'Telnet', 'DHCP', 'psh_flag_number', 'urg_count', 'ack_count', 'Min', 'Variance', 'Covariance', 'Weight', 'ack_flag_number', 'syn_flag_number', 'rst_flag_number', 'UDP', 'IRC', 'HTTPS', 'Max', 'TCP', 'HTTP', 'fin_count', 'label', 'rst_count', 'DNS', 'Protocol Type', 'Duration', 'SMTP'}) and 79 missing columns ({'Fwd Header Length__2', 'PSH Flag Count', 'RST Flag Count', 'Fwd IAT Max', 'Label', 'Idle Min', 'Bwd IAT Max', 'Fwd Packet Length Std', 'Avg Bwd Segment Size', 'Subflow Fwd Packets', 'Fwd IAT Total', 'Subflow Bwd Packets', 'min_seg_size_forward', 'ACK Flag Count', 'Fwd Avg Packets/Bulk', 'Fwd Packet Length Min', 'Init_Win_bytes_forward', 'Bwd IAT Std', 'Idle Std', 'ECE Flag Count', 'Total Length of Fwd Packets', 'Fwd PSH Flags', 'Packet Length Mean', 'Total Fwd Packets', 'Fwd Packets/s', 'Total Backward Packets', 'Min Packet Length', 'Fwd Packet Length Mean', 'Fwd URG Flags', 'Flow Duration', 'Init_Win_bytes_backward', 'Flow IAT Max', 'Total Length of Bwd Packets', 'Bwd IAT Min', 'SYN Flag Count', 'Fwd Avg Bulk Rate', 'Flow Packets/s', 'Subflow Fwd Bytes', 'Bwd IAT Total', 'Average Packet Size', 'Flow IAT Std', 'Max Packet Length', 'Bwd IAT Mean', 'Active Min', 'Idle Max', 'Fwd IAT Mean', 'Bwd Packet Length Std', 'Bwd Packet Length Mean', 'Flow IAT Mean', 'Destination Port', 'Fwd IAT Min', 'Bwd Packet Length Min', 'FIN Flag Count', 'Flow IAT Min', 'CWE Flag Count', 'Active Std', 'Flow Bytes/s', 'Packet Length Variance', 'Bwd Avg Packets/Bulk', 'Bwd Packets/s', 'Packet Length Std', 'Down/Up Ratio', 'Bwd PSH Flags', 'Idle Mean', 'Bwd Packet Length Max', 'Fwd IAT Std', 'Active Mean', 'Bwd URG Flags', 'Bwd Avg Bulk Rate', 'Fwd Header Length', 'URG Flag Count', 'Bwd Avg Bytes/Bulk', 'Fwd Packet Length Max', 'act_data_pkt_fwd', 'Active Max', 'Avg Fwd Segment Size', 'Subflow Bwd Bytes', 'Fwd Avg Bytes/Bulk', 'Bwd Header Length'}).
              
              This happened while the csv dataset builder was generating data using
              
              gzip://train.csv::hf://datasets/NextGLab/telemlebench-releases@980faf6a9a8a0108960c005959f7c1d04f5819da/ciciot2023-attack-classification-v1/data/train.csv.gz, ['hf://datasets/NextGLab/telemlebench-releases@980faf6a9a8a0108960c005959f7c1d04f5819da/cicids2017-flow-classification-v1/data/train.csv', 'hf://datasets/NextGLab/telemlebench-releases@980faf6a9a8a0108960c005959f7c1d04f5819da/ciciot2023-attack-classification-v1/data/train.csv.gz', 'hf://datasets/NextGLab/telemlebench-releases@980faf6a9a8a0108960c005959f7c1d04f5819da/n-baiot-attack-classification-v1/data/train.csv', 'hf://datasets/NextGLab/telemlebench-releases@980faf6a9a8a0108960c005959f7c1d04f5819da/radioml2016-10a-modulation-classification-v1/data/train.zip', 'hf://datasets/NextGLab/telemlebench-releases@980faf6a9a8a0108960c005959f7c1d04f5819da/topologybench-clustering-v1/data/train.zip', 'hf://datasets/NextGLab/telemlebench-releases@980faf6a9a8a0108960c005959f7c1d04f5819da/ujindoorloc-floor-v1/data/train.csv', 'hf://datasets/NextGLab/telemlebench-releases@980faf6a9a8a0108960c005959f7c1d04f5819da/veremi-extension-misbehavior-classification-v1/data/train.csv.gz', 'hf://datasets/NextGLab/telemlebench-releases@980faf6a9a8a0108960c005959f7c1d04f5819da/veremi-misbehavior-classification-v1/data/train.csv.gz', 'hf://datasets/NextGLab/telemlebench-releases@980faf6a9a8a0108960c005959f7c1d04f5819da/wisig-manysig-transmitter-classification-v1/data/train.zip']
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

sample_id
string
ACK Flag Count
int64
Active Max
int64
Active Mean
float64
Active Min
int64
Active Std
float64
Average Packet Size
float64
Avg Bwd Segment Size
float64
Avg Fwd Segment Size
float64
Bwd Avg Bulk Rate
int64
Bwd Avg Bytes/Bulk
int64
Bwd Avg Packets/Bulk
int64
Bwd Header Length
int64
Bwd IAT Max
int64
Bwd IAT Mean
float64
Bwd IAT Min
int64
Bwd IAT Std
float64
Bwd IAT Total
int64
Bwd PSH Flags
int64
Bwd Packet Length Max
int64
Bwd Packet Length Mean
float64
Bwd Packet Length Min
int64
Bwd Packet Length Std
float64
Bwd Packets/s
float64
Bwd URG Flags
int64
CWE Flag Count
int64
Destination Port
int64
Down/Up Ratio
int64
ECE Flag Count
int64
FIN Flag Count
int64
Flow Bytes/s
float64
Flow Duration
int64
Flow IAT Max
int64
Flow IAT Mean
float64
Flow IAT Min
int64
Flow IAT Std
float64
Flow Packets/s
float64
Fwd Avg Bulk Rate
int64
Fwd Avg Bytes/Bulk
int64
Fwd Avg Packets/Bulk
int64
Fwd Header Length
int64
Fwd Header Length__2
int64
Fwd IAT Max
int64
Fwd IAT Mean
float64
Fwd IAT Min
int64
Fwd IAT Std
float64
Fwd IAT Total
int64
Fwd PSH Flags
int64
Fwd Packet Length Max
int64
Fwd Packet Length Mean
float64
Fwd Packet Length Min
int64
Fwd Packet Length Std
float64
Fwd Packets/s
float64
Fwd URG Flags
int64
Idle Max
int64
Idle Mean
float64
Idle Min
int64
Idle Std
float64
Init_Win_bytes_backward
int64
Init_Win_bytes_forward
int64
Max Packet Length
int64
Min Packet Length
int64
PSH Flag Count
int64
Packet Length Mean
float64
Packet Length Std
float64
Packet Length Variance
float64
RST Flag Count
int64
SYN Flag Count
int64
Subflow Bwd Bytes
int64
Subflow Bwd Packets
int64
Subflow Fwd Bytes
int64
Subflow Fwd Packets
int64
Total Backward Packets
int64
Total Fwd Packets
int64
Total Length of Bwd Packets
int64
Total Length of Fwd Packets
int64
URG Flag Count
int64
act_data_pkt_fwd
int64
min_seg_size_forward
int64
Label
string
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End of preview.

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Check out the documentation for more information.

TeleMLEBench Releases

This repository hosts immutable, versioned Telecom ML dataset releases published by TeleMLEBench.

Each release includes a source manifest, checksums, provenance, explicit task and split metadata, and a data card. Dataset bytes are published only when redistribution is lawful; link-only records retain verified retrieval instructions.

The first release wave is being prepared.

  • Catalog: https://telemlebench.org
  • Methodology: source-first, leakage-aware, reproducible
  • License: each release carries its upstream license and redistribution decision
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