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The dataset generation failed
Error code: DatasetGenerationError
Exception: ArrowInvalid
Message: Failed to parse string: 'Model must output trigger, agent, cascade' as a scalar of type double
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1887, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 675, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2224, in cast_table_to_schema
cast_array_to_feature(
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1795, in wrapper
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2086, in cast_array_to_feature
return array_cast(
^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1797, in wrapper
return func(array, *args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1949, in array_cast
return array.cast(pa_type)
^^^^^^^^^^^^^^^^^^^
File "pyarrow/array.pxi", line 1135, in pyarrow.lib.Array.cast
File "/usr/local/lib/python3.12/site-packages/pyarrow/compute.py", line 412, in cast
return call_function("cast", [arr], options, memory_pool)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "pyarrow/_compute.pyx", line 604, in pyarrow._compute.call_function
File "pyarrow/_compute.pyx", line 399, in pyarrow._compute.Function.call
File "pyarrow/error.pxi", line 155, in pyarrow.lib.pyarrow_internal_check_status
File "pyarrow/error.pxi", line 92, in pyarrow.lib.check_status
pyarrow.lib.ArrowInvalid: Failed to parse string: 'Model must output trigger, agent, cascade' as a scalar of type double
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1736, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1919, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
id string | date_window string | trade_thesis string | market_context string | stress_signal_summary string | consensus_break_trigger string | first_defector_agent_type string | unwind_velocity_score float64 | cascade_path_nodes string | cross_asset_spillover_risk float64 | narrative_collapse_point float64 | cascade_amplification_score float64 | notes string | constraints string | gold_checklist string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
UTC-001 | 2022-01 | long tech | rates rising | yields spike | rate_shock | macro_funds | 0.82 | equities;credit;fx | 0.79 | 0.81 | 0.85 | Growth rotation | Market structure only. | trigger+cascade |
UTC-002 | 2018-02 | short vol | vol spike | vix surge | volatility_event | systematic_vol | 0.94 | vol_etn;equities;credit | 0.88 | 0.92 | 0.96 | Vol unwind | Market structure only. | trigger+cascade |
UTC-003 | 2020-03 | risk parity long | pandemic shock | liquidity collapse | global_risk_event | risk_parity | 0.91 | equities;rates;credit;fx | 0.93 | 0.9 | 0.94 | Global unwind | Market structure only. | trigger+cascade |
UTC-004 | 2023-03 | bank equities | deposit stress | bank run risk | liquidity_event | regional_banks | 0.73 | banks;credit;equities | 0.71 | 0.72 | 0.76 | Funding shock | Market structure only. | trigger+cascade |
UTC-005 | 2021-11 | long crypto | leverage high | liquidations begin | margin_event | retail_leveraged | 0.88 | crypto;equities;fx | 0.67 | 0.85 | 0.89 | Leverage unwind | Market structure only. | trigger+cascade |
UTC-006 | 2015-08 | carry trade | china shock | fx gap | currency_event | macro_funds | 0.77 | fx;equities;commodities | 0.69 | 0.74 | 0.78 | Carry unwind | Market structure only. | trigger+cascade |
What this dataset tests
Whether a system can identify
what breaks a crowded trade
and how the unwind spreads.
Focus
Trigger
First defector
Cascade pathway
Required outputs
- consensus break trigger
- first defector agent type
- unwind velocity score
- cascade path nodes
- cross asset spillover risk
- narrative collapse point
- cascade amplification score
All scores
0 to 1
Higher
means faster
and more systemic cascade.
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