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Cannot load the dataset split (in streaming mode) to extract the first rows.
Error code:   StreamingRowsError
Exception:    CastError
Message:      Couldn't cast
event-name: large_string
tick: int64
item: large_string
anonymized_pid: large_string
othertype: large_string
anonymized_attacker_pid: large_string
weapon: large_string
is_headshot: bool
damage_taken: int64
has_silencer: bool
can_zoom: bool
is_silencer_active: bool
has_tracers: bool
bomb_site_index: int64
round_end_code: int64
round_end_string_message: large_string
full_event_packet_string: large_string
round: uint32
game_number: int32
map_name: large_string
to
{'event-name': Value(dtype='large_string', id=None), 'tick': Value(dtype='int64', id=None), 'anonymized_pid': Value(dtype='large_string', id=None), 'botid': Value(dtype='large_string', id=None), 'full_event_packet_string': Value(dtype='large_string', id=None)}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/utils.py", line 99, in get_rows_or_raise
                  return get_rows(
                File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
                  return func(*args, **kwargs)
                File "/src/services/worker/src/worker/utils.py", line 77, in get_rows
                  rows_plus_one = list(itertools.islice(ds, rows_max_number + 1))
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 2285, in __iter__
                  for key, example in ex_iterable:
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1856, in __iter__
                  for key, pa_table in self._iter_arrow():
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1879, in _iter_arrow
                  for key, pa_table in self.ex_iterable._iter_arrow():
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 476, in _iter_arrow
                  for key, pa_table in iterator:
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 323, in _iter_arrow
                  for key, pa_table in self.generate_tables_fn(**gen_kwags):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/parquet/parquet.py", line 106, in _generate_tables
                  yield f"{file_idx}_{batch_idx}", self._cast_table(pa_table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/parquet/parquet.py", line 73, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2293, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              event-name: large_string
              tick: int64
              item: large_string
              anonymized_pid: large_string
              othertype: large_string
              anonymized_attacker_pid: large_string
              weapon: large_string
              is_headshot: bool
              damage_taken: int64
              has_silencer: bool
              can_zoom: bool
              is_silencer_active: bool
              has_tracers: bool
              bomb_site_index: int64
              round_end_code: int64
              round_end_string_message: large_string
              full_event_packet_string: large_string
              round: uint32
              game_number: int32
              map_name: large_string
              to
              {'event-name': Value(dtype='large_string', id=None), 'tick': Value(dtype='int64', id=None), 'anonymized_pid': Value(dtype='large_string', id=None), 'botid': Value(dtype='large_string', id=None), 'full_event_packet_string': Value(dtype='large_string', id=None)}
              because column names don't match

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The Complex Dynamics of Online Professional Squads (CDOPS) dataset comprises a collection of over 1.25 million rounds of Counter-Strike: Global Offensive (CS:GO) played in professional tournaments under regulated Counter-Strike servers. These games were publicly posted and collected from hltv.org. We have developed this dataset for exploring human squad dynamics in the context of E-sports.

Each game is described by 2 primary parquet files: an events file, and a ticks file. At each tick (game time step), the server shares information about player location (e.g., XYZ coordinates & velocity), performance (e.g., health, kills, deaths), and economics (e.g., cash earned, cash spent), among other features that dictate the games state.

The events file contains information on in-game events, like bomb plants, grenade throws, and player deaths, among others. These events are synchronized to the game-state "by-tick".

This dataset was produced by HRL Laboratories, LLC under Army Research Laboratory (ARL) Award Number W911NF-23-2-0243. ARL, as the Federal awarding agency, reserves a royalty-free, nonexclusive and irrevocable right to reproduce, publish, or otherwise use this dataset for Federal purposes, and to authorize others to do so in accordance with 2 CFR 200.315(b).

https://ieeexplore.ieee.org/document/11114134

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