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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 7 new columns ({'dyn_min', 'mutable', 'max', 'min', 'dyn_max', 'feature', 'type'}) and 758 missing columns ({'bytes_in_min_d_25', 'duration_min_s_8', 'bytes_out_max_d_135', 'distinct_src_port_s_1', 'bytes_in_max_s_135', 'pkts_in_min_s_25', 'bytes_out_min_d_1', 'bytes_out_sum_s_3', 'distinct_src_port_s_8', 'pkts_in_max_d_110', 'distinct_dst_port_d_123', 'bytes_out_sum_s_53', 'pkts_out_sum_s_OTHER', 'bytes_in_max_s_3', 'bytes_out_max_s_8', 'bytes_in_min_d_123', 'duration_sum_d_1', 'icmp_sum_s_110', 'pkts_in_sum_s_135', 'bytes_out_min_d_110', 'duration_max_s_3', 'bytes_in_max_d_21', 'tcp_sum_s_10', 'pkts_in_max_s_993', 'pkts_in_sum_d_80', 'bytes_in_min_s_OTHER', 'icmp_sum_d_OTHER', 'pkts_out_min_s_22', 'udp_sum_s_8', 'bytes_out_sum_s_445', 'pkts_in_max_d_OTHER', 'icmp_sum_s_1', 'pkts_in_min_d_138', 'distinct_dst_port_s_OTHER', 'duration_sum_s_10', 'pkts_out_sum_d_10', 'tcp_sum_d_21', 'bytes_out_sum_s_110', 'distinct_src_port_d_OTHER', 'duration_max_s_161', 'is_botnet', 'bytes_in_sum_d_1', 'duration_sum_s_22', 'bytes_in_min_d_22', 'bytes_in_max_d_3', 'duration_max_s_993', 'distinct_external_ips_d_25', 'distinct_external_ips_d_161', 'bytes_in_max_s_8', 'duration_sum_s_1', 'bytes_in_sum_s_OTHER', 'bytes_in_min_s_110', 'pkts_out_min_d_22', 'icmp_sum_d_25', 'distinct_src_port_d_53', 'duration_max_d_80', 'distinct_dst_port_d_443', 'bytes_in_max_s_OTHER', 'duration_max_s_53', 'distinct_src_port_d_161', 'icmp_sum_s_22', 'distinct_src_port_s_25', 'distinct_dst_port_d_138', 'pkts_in_sum_s_21', 'pkts_in_min_d_22', 'pkts_in_sum_s_161', 'bytes_out_sum_d_25', 'bytes_out_sum_d_10', 'bytes_in_min_s_8
...
_138', 'bytes_out_max_s_993', 'bytes_in_sum_s_8', 'bytes_in_min_s_21', 'pkts_out_max_s_3', 'duration_sum_s_8', 'bytes_in_min_d_10', 'tcp_sum_s_993', 'pkts_out_sum_s_3', 'distinct_src_port_d_25', 'duration_max_d_443', 'pkts_in_max_d_993', 'distinct_src_port_d_993', 'pkts_out_max_d_53', 'udp_sum_d_443', 'pkts_out_min_s_53', 'tcp_sum_s_22', 'distinct_dst_port_d_10', 'bytes_out_max_d_110', 'duration_min_d_161', 'distinct_external_ips_s_123', 'bytes_in_min_d_3', 'duration_sum_s_993', 'duration_min_d_80', 'distinct_dst_port_d_161', 'bytes_in_sum_s_161', 'bytes_in_sum_d_445', 'icmp_sum_d_53', 'pkts_out_sum_d_993', 'bytes_out_max_s_10', 'pkts_out_sum_s_445', 'pkts_in_min_d_445', 'bytes_out_min_s_21', 'duration_min_d_53', 'bytes_out_min_d_993', 'bytes_out_sum_s_25', 'icmp_sum_s_993', 'pkts_out_sum_s_110', 'udp_sum_d_138', 'distinct_src_port_s_21', 'duration_sum_s_53', 'pkts_in_max_d_8', 'pkts_out_sum_s_135', 'distinct_external_ips_d_443', 'bytes_in_min_s_123', 'bytes_in_min_s_138', 'distinct_external_ips_d_10', 'duration_sum_d_443', 'distinct_src_port_s_OTHER', 'udp_sum_s_3', 'duration_max_s_10', 'pkts_out_max_s_161', 'pkts_in_max_s_3', 'tcp_sum_d_3', 'bytes_out_sum_d_161', 'bytes_in_sum_s_993', 'pkts_out_max_s_138', 'bytes_out_max_d_21', 'bytes_out_min_s_3', 'distinct_dst_port_d_135', 'distinct_src_port_d_138', 'bytes_in_min_s_443', 'pkts_out_max_d_443', 'distinct_external_ips_s_10', 'pkts_out_max_s_445', 'bytes_out_sum_s_80', 'pkts_out_max_s_8', 'udp_sum_d_10', 'bytes_in_sum_s_138'}).
This happened while the csv dataset builder was generating data using
hf://datasets/serval-uni-lu/tabularbench/ctu_13/ctu_13_neris_metadata.csv (at revision 49cb6c10f28d17d6e9b70ccac27a7cf6e8a563c8)
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 "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
feature: string
type: string
mutable: bool
min: double
max: double
dyn_min: bool
dyn_max: bool
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1024
to
{'bytes_in_sum_s_1': Value('int64'), 'bytes_in_min_s_1': Value('int64'), 'bytes_in_max_s_1': Value('int64'), 'bytes_out_sum_s_1': Value('int64'), 'bytes_out_min_s_1': Value('int64'), 'bytes_out_max_s_1': Value('int64'), 'pkts_in_sum_s_1': Value('int64'), 'pkts_in_min_s_1': Value('int64'), 'pkts_in_max_s_1': Value('int64'), 'pkts_out_sum_s_1': Value('int64'), 'pkts_out_min_s_1': Value('int64'), 'pkts_out_max_s_1': Value('int64'), 'duration_sum_s_1': Value('float64'), 'duration_min_s_1': Value('float64'), 'duration_max_s_1': Value('float64'), 'tcp_sum_s_1': Value('int64'), 'udp_sum_s_1': Value('int64'), 'icmp_sum_s_1': Value('int64'), 'distinct_external_ips_s_1': Value('int64'), 'distinct_src_port_s_1': Value('int64'), 'distinct_dst_port_s_1': Value('int64'), 'bytes_in_sum_d_1': Value('int64'), 'bytes_in_min_d_1': Value('int64'), 'bytes_in_max_d_1': Value('int64'), 'bytes_out_sum_d_1': Value('int64'), 'bytes_out_min_d_1': Value('int64'), 'bytes_out_max_d_1': Value('int64'), 'pkts_in_sum_d_1': Value('int64'), 'pkts_in_min_d_1': Value('int64'), 'pkts_in_max_d_1': Value('int64'), 'pkts_out_sum_d_1': Value('int64'), 'pkts_out_min_d_1': Value('int64'), 'pkts_out_max_d_1': Value('int64'), 'duration_sum_d_1': Value('float64'), 'duration_min_d_1': Value('float64'), 'duration_max_d_1': Value('float64'), 'tcp_sum_d_1': Value('int64'), 'udp_sum_d_1': Value('int64'), 'icmp_sum_d_1': Value('int64'), 'distinct_external_ips_d_1': Value('int64'), 'distinct_src_port_d_1': Value('int64'), 'disti
...
Value('int64'), 'pkts_in_min_s_OTHER': Value('int64'), 'pkts_in_max_s_OTHER': Value('int64'), 'pkts_out_sum_s_OTHER': Value('int64'), 'pkts_out_min_s_OTHER': Value('int64'), 'pkts_out_max_s_OTHER': Value('int64'), 'duration_sum_s_OTHER': Value('float64'), 'duration_min_s_OTHER': Value('float64'), 'duration_max_s_OTHER': Value('float64'), 'tcp_sum_s_OTHER': Value('int64'), 'udp_sum_s_OTHER': Value('int64'), 'icmp_sum_s_OTHER': Value('int64'), 'distinct_external_ips_s_OTHER': Value('int64'), 'distinct_src_port_s_OTHER': Value('int64'), 'distinct_dst_port_s_OTHER': Value('int64'), 'bytes_in_sum_d_OTHER': Value('int64'), 'bytes_in_min_d_OTHER': Value('int64'), 'bytes_in_max_d_OTHER': Value('int64'), 'bytes_out_sum_d_OTHER': Value('int64'), 'bytes_out_min_d_OTHER': Value('int64'), 'bytes_out_max_d_OTHER': Value('int64'), 'pkts_in_sum_d_OTHER': Value('int64'), 'pkts_in_min_d_OTHER': Value('int64'), 'pkts_in_max_d_OTHER': Value('int64'), 'pkts_out_sum_d_OTHER': Value('int64'), 'pkts_out_min_d_OTHER': Value('int64'), 'pkts_out_max_d_OTHER': Value('int64'), 'duration_sum_d_OTHER': Value('float64'), 'duration_min_d_OTHER': Value('float64'), 'duration_max_d_OTHER': Value('float64'), 'tcp_sum_d_OTHER': Value('int64'), 'udp_sum_d_OTHER': Value('int64'), 'icmp_sum_d_OTHER': Value('int64'), 'distinct_external_ips_d_OTHER': Value('int64'), 'distinct_src_port_d_OTHER': Value('int64'), 'distinct_dst_port_d_OTHER': Value('int64'), 'window_timestamp': Value('int64'), 'is_botnet': Value('int64')}
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 1450, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 993, in stream_convert_to_parquet
builder._prepare_split(
File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/builder.py", line 1702, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/builder.py", line 1833, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
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 7 new columns ({'dyn_min', 'mutable', 'max', 'min', 'dyn_max', 'feature', 'type'}) and 758 missing columns ({'bytes_in_min_d_25', 'duration_min_s_8', 'bytes_out_max_d_135', 'distinct_src_port_s_1', 'bytes_in_max_s_135', 'pkts_in_min_s_25', 'bytes_out_min_d_1', 'bytes_out_sum_s_3', 'distinct_src_port_s_8', 'pkts_in_max_d_110', 'distinct_dst_port_d_123', 'bytes_out_sum_s_53', 'pkts_out_sum_s_OTHER', 'bytes_in_max_s_3', 'bytes_out_max_s_8', 'bytes_in_min_d_123', 'duration_sum_d_1', 'icmp_sum_s_110', 'pkts_in_sum_s_135', 'bytes_out_min_d_110', 'duration_max_s_3', 'bytes_in_max_d_21', 'tcp_sum_s_10', 'pkts_in_max_s_993', 'pkts_in_sum_d_80', 'bytes_in_min_s_OTHER', 'icmp_sum_d_OTHER', 'pkts_out_min_s_22', 'udp_sum_s_8', 'bytes_out_sum_s_445', 'pkts_in_max_d_OTHER', 'icmp_sum_s_1', 'pkts_in_min_d_138', 'distinct_dst_port_s_OTHER', 'duration_sum_s_10', 'pkts_out_sum_d_10', 'tcp_sum_d_21', 'bytes_out_sum_s_110', 'distinct_src_port_d_OTHER', 'duration_max_s_161', 'is_botnet', 'bytes_in_sum_d_1', 'duration_sum_s_22', 'bytes_in_min_d_22', 'bytes_in_max_d_3', 'duration_max_s_993', 'distinct_external_ips_d_25', 'distinct_external_ips_d_161', 'bytes_in_max_s_8', 'duration_sum_s_1', 'bytes_in_sum_s_OTHER', 'bytes_in_min_s_110', 'pkts_out_min_d_22', 'icmp_sum_d_25', 'distinct_src_port_d_53', 'duration_max_d_80', 'distinct_dst_port_d_443', 'bytes_in_max_s_OTHER', 'duration_max_s_53', 'distinct_src_port_d_161', 'icmp_sum_s_22', 'distinct_src_port_s_25', 'distinct_dst_port_d_138', 'pkts_in_sum_s_21', 'pkts_in_min_d_22', 'pkts_in_sum_s_161', 'bytes_out_sum_d_25', 'bytes_out_sum_d_10', 'bytes_in_min_s_8
...
_138', 'bytes_out_max_s_993', 'bytes_in_sum_s_8', 'bytes_in_min_s_21', 'pkts_out_max_s_3', 'duration_sum_s_8', 'bytes_in_min_d_10', 'tcp_sum_s_993', 'pkts_out_sum_s_3', 'distinct_src_port_d_25', 'duration_max_d_443', 'pkts_in_max_d_993', 'distinct_src_port_d_993', 'pkts_out_max_d_53', 'udp_sum_d_443', 'pkts_out_min_s_53', 'tcp_sum_s_22', 'distinct_dst_port_d_10', 'bytes_out_max_d_110', 'duration_min_d_161', 'distinct_external_ips_s_123', 'bytes_in_min_d_3', 'duration_sum_s_993', 'duration_min_d_80', 'distinct_dst_port_d_161', 'bytes_in_sum_s_161', 'bytes_in_sum_d_445', 'icmp_sum_d_53', 'pkts_out_sum_d_993', 'bytes_out_max_s_10', 'pkts_out_sum_s_445', 'pkts_in_min_d_445', 'bytes_out_min_s_21', 'duration_min_d_53', 'bytes_out_min_d_993', 'bytes_out_sum_s_25', 'icmp_sum_s_993', 'pkts_out_sum_s_110', 'udp_sum_d_138', 'distinct_src_port_s_21', 'duration_sum_s_53', 'pkts_in_max_d_8', 'pkts_out_sum_s_135', 'distinct_external_ips_d_443', 'bytes_in_min_s_123', 'bytes_in_min_s_138', 'distinct_external_ips_d_10', 'duration_sum_d_443', 'distinct_src_port_s_OTHER', 'udp_sum_s_3', 'duration_max_s_10', 'pkts_out_max_s_161', 'pkts_in_max_s_3', 'tcp_sum_d_3', 'bytes_out_sum_d_161', 'bytes_in_sum_s_993', 'pkts_out_max_s_138', 'bytes_out_max_d_21', 'bytes_out_min_s_3', 'distinct_dst_port_d_135', 'distinct_src_port_d_138', 'bytes_in_min_s_443', 'pkts_out_max_d_443', 'distinct_external_ips_s_10', 'pkts_out_max_s_445', 'bytes_out_sum_s_80', 'pkts_out_max_s_8', 'udp_sum_d_10', 'bytes_in_sum_s_138'}).
This happened while the csv dataset builder was generating data using
hf://datasets/serval-uni-lu/tabularbench/ctu_13/ctu_13_neris_metadata.csv (at revision 49cb6c10f28d17d6e9b70ccac27a7cf6e8a563c8)
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.
bytes_in_sum_s_1 int64 | bytes_in_min_s_1 int64 | bytes_in_max_s_1 int64 | bytes_out_sum_s_1 int64 | bytes_out_min_s_1 int64 | bytes_out_max_s_1 int64 | pkts_in_sum_s_1 int64 | pkts_in_min_s_1 int64 | pkts_in_max_s_1 int64 | pkts_out_sum_s_1 int64 | pkts_out_min_s_1 int64 | pkts_out_max_s_1 int64 | duration_sum_s_1 float64 | duration_min_s_1 float64 | duration_max_s_1 float64 | tcp_sum_s_1 int64 | udp_sum_s_1 int64 | icmp_sum_s_1 int64 | distinct_external_ips_s_1 int64 | distinct_src_port_s_1 int64 | distinct_dst_port_s_1 int64 | bytes_in_sum_d_1 int64 | bytes_in_min_d_1 int64 | bytes_in_max_d_1 int64 | bytes_out_sum_d_1 int64 | bytes_out_min_d_1 int64 | bytes_out_max_d_1 int64 | pkts_in_sum_d_1 int64 | pkts_in_min_d_1 int64 | pkts_in_max_d_1 int64 | pkts_out_sum_d_1 int64 | pkts_out_min_d_1 int64 | pkts_out_max_d_1 int64 | duration_sum_d_1 float64 | duration_min_d_1 float64 | duration_max_d_1 float64 | tcp_sum_d_1 int64 | udp_sum_d_1 int64 | icmp_sum_d_1 int64 | distinct_external_ips_d_1 int64 | distinct_src_port_d_1 int64 | distinct_dst_port_d_1 int64 | bytes_in_sum_s_3 int64 | bytes_in_min_s_3 int64 | bytes_in_max_s_3 int64 | bytes_out_sum_s_3 int64 | bytes_out_min_s_3 int64 | bytes_out_max_s_3 int64 | pkts_in_sum_s_3 int64 | pkts_in_min_s_3 int64 | pkts_in_max_s_3 int64 | pkts_out_sum_s_3 int64 | pkts_out_min_s_3 int64 | pkts_out_max_s_3 int64 | duration_sum_s_3 float64 | duration_min_s_3 float64 | duration_max_s_3 float64 | tcp_sum_s_3 int64 | udp_sum_s_3 int64 | icmp_sum_s_3 int64 | distinct_external_ips_s_3 int64 | distinct_src_port_s_3 int64 | distinct_dst_port_s_3 int64 | bytes_in_sum_d_3 int64 | bytes_in_min_d_3 int64 | bytes_in_max_d_3 int64 | bytes_out_sum_d_3 int64 | bytes_out_min_d_3 int64 | bytes_out_max_d_3 int64 | pkts_in_sum_d_3 int64 | pkts_in_min_d_3 int64 | pkts_in_max_d_3 int64 | pkts_out_sum_d_3 int64 | pkts_out_min_d_3 int64 | pkts_out_max_d_3 int64 | duration_sum_d_3 float64 | duration_min_d_3 float64 | duration_max_d_3 float64 | tcp_sum_d_3 int64 | udp_sum_d_3 int64 | icmp_sum_d_3 int64 | distinct_external_ips_d_3 int64 | distinct_src_port_d_3 int64 | distinct_dst_port_d_3 int64 | bytes_in_sum_s_8 int64 | bytes_in_min_s_8 int64 | bytes_in_max_s_8 int64 | bytes_out_sum_s_8 int64 | bytes_out_min_s_8 int64 | bytes_out_max_s_8 int64 | pkts_in_sum_s_8 int64 | pkts_in_min_s_8 int64 | pkts_in_max_s_8 int64 | pkts_out_sum_s_8 int64 | pkts_out_min_s_8 int64 | pkts_out_max_s_8 int64 | duration_sum_s_8 float64 | duration_min_s_8 float64 | duration_max_s_8 float64 | tcp_sum_s_8 int64 | udp_sum_s_8 int64 | icmp_sum_s_8 int64 | distinct_external_ips_s_8 int64 | distinct_src_port_s_8 int64 | distinct_dst_port_s_8 int64 | bytes_in_sum_d_8 int64 | bytes_in_min_d_8 int64 | bytes_in_max_d_8 int64 | bytes_out_sum_d_8 int64 | bytes_out_min_d_8 int64 | bytes_out_max_d_8 int64 | pkts_in_sum_d_8 int64 | pkts_in_min_d_8 int64 | pkts_in_max_d_8 int64 | pkts_out_sum_d_8 int64 | pkts_out_min_d_8 int64 | pkts_out_max_d_8 int64 | duration_sum_d_8 int64 | duration_min_d_8 int64 | duration_max_d_8 int64 | tcp_sum_d_8 int64 | udp_sum_d_8 int64 | icmp_sum_d_8 int64 | distinct_external_ips_d_8 int64 | distinct_src_port_d_8 int64 | distinct_dst_port_d_8 int64 | bytes_in_sum_s_10 int64 | bytes_in_min_s_10 int64 | bytes_in_max_s_10 int64 | bytes_out_sum_s_10 int64 | bytes_out_min_s_10 int64 | bytes_out_max_s_10 int64 | pkts_in_sum_s_10 int64 | pkts_in_min_s_10 int64 | pkts_in_max_s_10 int64 | pkts_out_sum_s_10 int64 | pkts_out_min_s_10 int64 | pkts_out_max_s_10 int64 | duration_sum_s_10 float64 | duration_min_s_10 float64 | duration_max_s_10 float64 | tcp_sum_s_10 int64 | udp_sum_s_10 int64 | icmp_sum_s_10 int64 | distinct_external_ips_s_10 int64 | distinct_src_port_s_10 int64 | distinct_dst_port_s_10 int64 | bytes_in_sum_d_10 int64 | bytes_in_min_d_10 int64 | bytes_in_max_d_10 int64 | bytes_out_sum_d_10 int64 | bytes_out_min_d_10 int64 | bytes_out_max_d_10 int64 | pkts_in_sum_d_10 int64 | pkts_in_min_d_10 int64 | pkts_in_max_d_10 int64 | pkts_out_sum_d_10 int64 | pkts_out_min_d_10 int64 | pkts_out_max_d_10 int64 | duration_sum_d_10 float64 | duration_min_d_10 float64 | duration_max_d_10 float64 | tcp_sum_d_10 int64 | udp_sum_d_10 int64 | icmp_sum_d_10 int64 | distinct_external_ips_d_10 int64 | distinct_src_port_d_10 int64 | distinct_dst_port_d_10 int64 | bytes_in_sum_s_21 int64 | bytes_in_min_s_21 int64 | bytes_in_max_s_21 int64 | bytes_out_sum_s_21 int64 | bytes_out_min_s_21 int64 | bytes_out_max_s_21 int64 | pkts_in_sum_s_21 int64 | pkts_in_min_s_21 int64 | pkts_in_max_s_21 int64 | pkts_out_sum_s_21 int64 | pkts_out_min_s_21 int64 | pkts_out_max_s_21 int64 | duration_sum_s_21 float64 | duration_min_s_21 float64 | duration_max_s_21 float64 | tcp_sum_s_21 int64 | udp_sum_s_21 int64 | icmp_sum_s_21 int64 | distinct_external_ips_s_21 int64 | distinct_src_port_s_21 int64 | distinct_dst_port_s_21 int64 | bytes_in_sum_d_21 int64 | bytes_in_min_d_21 int64 | bytes_in_max_d_21 int64 | bytes_out_sum_d_21 int64 | bytes_out_min_d_21 int64 | bytes_out_max_d_21 int64 | pkts_in_sum_d_21 int64 | pkts_in_min_d_21 int64 | pkts_in_max_d_21 int64 | pkts_out_sum_d_21 int64 | pkts_out_min_d_21 int64 | pkts_out_max_d_21 int64 | duration_sum_d_21 float64 | duration_min_d_21 float64 | duration_max_d_21 float64 | tcp_sum_d_21 int64 | udp_sum_d_21 int64 | icmp_sum_d_21 int64 | distinct_external_ips_d_21 int64 | distinct_src_port_d_21 int64 | distinct_dst_port_d_21 int64 | bytes_in_sum_s_22 int64 | bytes_in_min_s_22 int64 | bytes_in_max_s_22 int64 | bytes_out_sum_s_22 int64 | bytes_out_min_s_22 int64 | bytes_out_max_s_22 int64 | pkts_in_sum_s_22 int64 | pkts_in_min_s_22 int64 | pkts_in_max_s_22 int64 | pkts_out_sum_s_22 int64 | pkts_out_min_s_22 int64 | pkts_out_max_s_22 int64 | duration_sum_s_22 float64 | duration_min_s_22 float64 | duration_max_s_22 float64 | tcp_sum_s_22 int64 | udp_sum_s_22 int64 | icmp_sum_s_22 int64 | distinct_external_ips_s_22 int64 | distinct_src_port_s_22 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pkts_in_max_s_443 int64 | pkts_out_sum_s_443 int64 | pkts_out_min_s_443 int64 | pkts_out_max_s_443 int64 | duration_sum_s_443 float64 | duration_min_s_443 float64 | duration_max_s_443 float64 | tcp_sum_s_443 int64 | udp_sum_s_443 int64 | icmp_sum_s_443 int64 | distinct_external_ips_s_443 int64 | distinct_src_port_s_443 int64 | distinct_dst_port_s_443 int64 | bytes_in_sum_d_443 int64 | bytes_in_min_d_443 int64 | bytes_in_max_d_443 int64 | bytes_out_sum_d_443 int64 | bytes_out_min_d_443 int64 | bytes_out_max_d_443 int64 | pkts_in_sum_d_443 int64 | pkts_in_min_d_443 int64 | pkts_in_max_d_443 int64 | pkts_out_sum_d_443 int64 | pkts_out_min_d_443 int64 | pkts_out_max_d_443 int64 | duration_sum_d_443 float64 | duration_min_d_443 float64 | duration_max_d_443 float64 | tcp_sum_d_443 int64 | udp_sum_d_443 int64 | icmp_sum_d_443 int64 | distinct_external_ips_d_443 int64 | distinct_src_port_d_443 int64 | distinct_dst_port_d_443 int64 | bytes_in_sum_s_445 int64 | bytes_in_min_s_445 int64 | 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bytes_out_min_d_OTHER int64 | bytes_out_max_d_OTHER int64 | pkts_in_sum_d_OTHER int64 | pkts_in_min_d_OTHER int64 | pkts_in_max_d_OTHER int64 | pkts_out_sum_d_OTHER int64 | pkts_out_min_d_OTHER int64 | pkts_out_max_d_OTHER int64 | duration_sum_d_OTHER float64 | duration_min_d_OTHER float64 | duration_max_d_OTHER float64 | tcp_sum_d_OTHER int64 | udp_sum_d_OTHER int64 | icmp_sum_d_OTHER int64 | distinct_external_ips_d_OTHER int64 | distinct_src_port_d_OTHER int64 | distinct_dst_port_d_OTHER int64 | window_timestamp int64 | is_botnet int64 |
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0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1,506 | 0 | 426 | 0 | 0 | 0 | 20 | 1 | 9 | 30.046312 | 0 | 12.024193 | 0 | 0 | 1,506 | 6 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 84 | 84 | 84 | 0 | 0 | 0 | 3 | 3 | 3 | 6.01132 | 6.01132 | 6.01132 | 0 | 0 | 84 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 69,549 | 0 | 46,473 | 185,878 | 0 | 123,370 | 2,418 | 1 | 1,221 | 2,506 | 0 | 1,238 | 19,420.521445 | 0 | 9,491.033189 | 255,427 | 0 | 0 | 14 | 14 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5,005,515 | 0 | 1,118,196 | 8,762,260 | 0 | 1,998,819 | 156,142 | 1 | 21,174 | 173,857 | 0 | 23,502 | 574,430.896917 | 0 | 22,034.059921 | 13,767,643 | 132 | 0 | 60 | 60 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1,177,466 | 0 | 205,622 | 427,012 | 0 | 125,255 | 17,880 | 0 | 3,093 | 17,612 | 1 | 3,641 | 304,087.46047 | 0 | 22,023.586462 | 1,548,156 | 56,322 | 0 | 215 | 1 | 215 | 1,295,783 | 0 | 447,951 | 3,131,963 | 0 | 817,154 | 44,428 | 0 | 11,145 | 49,887 | 1 | 10,939 | 575,077.083842 | 0 | 22,027.260276 | 4,138,378 | 289,368 | 0 | 628 | 627 | 1 | 1,312,962,390 | 0 |
0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 103,070 | 0 | 100,635 | 3,808 | 0 | 3,017 | 79 | 1 | 72 | 58 | 1 | 50 | 16.841529 | 0.000258 | 16.653714 | 106,878 | 0 | 0 | 3 | 4 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1,312,962,390 | 0 |
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0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4,084,783 | 0 | 2,531,640 | 2,630,664 | 0 | 1,316,785 | 7,054 | 0 | 2,413 | 9,768 | 1 | 4,640 | 23,579.043717 | 0 | 11,597.048742 | 6,715,447 | 0 | 0 | 12 | 29 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 48 | 48 | 48 | 48 | 48 | 48 | 1 | 1 | 1 | 1 | 1 | 1 | 0.00132 | 0.00132 | 0.00132 | 0 | 96 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4,365,987 | 0 | 2,185,794 | 3,159,933 | 0 | 1,842,979 | 12,016 | 3 | 5,279 | 10,598 | 0 | 4,765 | 72,450.410486 | 0.025431 | 22,026.30302 | 7,525,920 | 0 | 0 | 16 | 29 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 400,821 | 0 | 328,678 | 170,145 | 0 | 79,054 | 2,878 | 0 | 1,044 | 2,937 | 1 | 1,146 | 61,941.299078 | 0 | 22,013.184597 | 476,134 | 94,832 | 0 | 20 | 15 | 15 | 367,501 | 0 | 171,518 | 187,489,874 | 0 | 187,135,243 | 43,006 | 0 | 41,618 | 138,274 | 1 | 135,533 | 31,750.787535 | 0 | 11,599.036626 | 187,349,467 | 507,908 | 0 | 12 | 11 | 6 | 1,312,962,390 | 0 |
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