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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 5 new columns ({'cosine_similarity', 'left_segment', 'left_bbv_sha256', 'right_segment', 'right_bbv_sha256'}) and 1 missing columns ({'cluster\tsegment\tzip_test\tsha256\tbytes'}).
This happened while the csv dataset builder was generating data using
hf://datasets/harry1332/ifuse-hpca2027-traces/crono_20260729/apsp_1t_n1024_deg16/validation/phase_distinctness.csv (at revision 8149947982e516fdba8c678eb026e00a003f31c5), ['hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/appworld/validation/zip_integrity.tsv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/core_bench/validation/zip_integrity.tsv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/crono_20260729/apsp_1t_n1024_deg16/validation/phase_distinctness.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/crono_20260729/apsp_1t_n1024_deg16/validation/scarab_smoke/bp.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/crono_20260729/apsp_1t_n1024_deg16/validation/scarab_smoke/core.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/crono_20260729/apsp_1t_n1024_deg16/validation/scarab_smoke/fetch.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/crono_20260729/apsp_1t_n1024_deg16/validation/scarab_smoke/ifuse.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/crono_20260729/apsp_1t_n1024_deg16/validation/scarab_smoke/inst.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/crono_20260729/apsp_1t_n1024_deg16/validation/scarab_smoke/l2l1pref.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/crono_20260729/apsp_1t_n1024_deg16/validation/scarab_smoke/memory.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/crono_20260729/apsp_1t_n1024_deg16/validation/scarab_smoke/power.stat.0.csv', 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'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-2/memory.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-2/memory.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-2/power.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-2/power.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-2/pref.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-2/pref.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-2/stream.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-2/stream.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/bp.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/bp.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/core.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/core.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/fetch.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/fetch.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/inst.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/inst.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/l2l1pref.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/l2l1pref.stat.0.csv.warmup', 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'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/fetch.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/fetch.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/inst.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/inst.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/l2l1pref.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/l2l1pref.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/memory.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/memory.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/power.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/power.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/pref.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/pref.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/stream.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/stream.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/rocksdb/validation/zip_integrity.tsv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/terminal_bench/validation/zip_integrity.tsv']
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
left_segment: int64
right_segment: int64
cosine_similarity: double
left_bbv_sha256: string
right_bbv_sha256: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 919
to
{'cluster\tsegment\tzip_test\tsha256\tbytes': 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 5 new columns ({'cosine_similarity', 'left_segment', 'left_bbv_sha256', 'right_segment', 'right_bbv_sha256'}) and 1 missing columns ({'cluster\tsegment\tzip_test\tsha256\tbytes'}).
This happened while the csv dataset builder was generating data using
hf://datasets/harry1332/ifuse-hpca2027-traces/crono_20260729/apsp_1t_n1024_deg16/validation/phase_distinctness.csv (at revision 8149947982e516fdba8c678eb026e00a003f31c5), ['hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/appworld/validation/zip_integrity.tsv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/core_bench/validation/zip_integrity.tsv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/crono_20260729/apsp_1t_n1024_deg16/validation/phase_distinctness.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/crono_20260729/apsp_1t_n1024_deg16/validation/scarab_smoke/bp.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/crono_20260729/apsp_1t_n1024_deg16/validation/scarab_smoke/core.stat.0.csv', 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'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-2/memory.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-2/memory.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-2/power.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-2/power.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-2/pref.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-2/pref.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-2/stream.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-2/stream.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/bp.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/bp.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/core.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/core.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/fetch.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/fetch.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/inst.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/inst.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/l2l1pref.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/l2l1pref.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/memory.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/memory.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/power.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/power.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/pref.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/pref.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/stream.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-3/stream.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/bp.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/bp.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/core.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/core.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/fetch.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/fetch.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/inst.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/inst.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/l2l1pref.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/l2l1pref.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/memory.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/memory.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/power.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/power.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/pref.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/pref.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/stream.stat.0.csv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/recollected_20260718/zstd/validation/smoke/cluster-4/stream.stat.0.csv.warmup', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/rocksdb/validation/zip_integrity.tsv', 'hf://datasets/harry1332/ifuse-hpca2027-traces@8149947982e516fdba8c678eb026e00a003f31c5/terminal_bench/validation/zip_integrity.tsv']
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.
cluster segment zip_test sha256 bytes string |
|---|
0 5 PASS 209f80db2e72c394ad9b27e86246b3227742773e8d9eee94af4df981f4508c0f 119076672 |
1 9 PASS d10823807f49c49c688d2f67b00b35fa15db2bd6a1a1c6c8e036215ce7c2e926 209190133 |
2 4 PASS 513df021cfdd04feb8e21034d6c1c828aa7f97cfc307713009d99489e22aa90b 103798324 |
0 4 PASS 6aa5f1fae3ddec2d854e12685809e1fd0b6cf0cdd3f8f9bcfca58d2bc6e467ef 163881093 |
1 9 PASS 281ff70e62fb4253692a7526d8d194d69d33d01173f6f327615512ae712539cb 200409760 |
2 8 PASS 4df8fc1afdf2c5a7a04cdb0d1b79f4fff318d83610f00a2e793dd05cdc126694 198071749 |
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End of preview.
I-Fuse HPCA 2027 Traces
This dataset consolidates the final replay-ready SimPoint trace set used for the HPCA 2027 I-Fuse experiments:
- Agentic: AppWorld, CORE-Bench, MLGym, and Terminal-Bench
- Database and systems: ClickHouse, DuckDB, LevelDB, Masstree, RocksDB, Silo, and Zstd
- GAP: BC, BFS, DFS, PageRank, and SSSP
- CRONO: APSP and TSP
Each workload preserves the same bundle structure used by the original trace
repositories, including trace_clustering_info.json, SimPoint selections and
weights, replay-ready ZIPs under traces_simp/trace, module metadata,
fingerprints, release manifests, and validation evidence.
The five GAP bundles are intentionally preserved unchanged from the established GAP dataset. They are not equal-50M recollections: BC is roughly 60M instructions per selected trace, BFS/DFS/PageRank roughly 90M, and SSSP roughly 30M. Their original SimPoints and weights are retained.
ClickHouse, Masstree, Silo, and Zstd are fresh July 18 recollections. They use automatically selected SimPoints and contain at least 50M fetched instructions per selected trace. Rejected collection attempts and duplicate calibration windows are excluded from the published bundles.
Install all workloads
python3 -m pip install -U huggingface_hub
hf download harry1332/ifuse-hpca2027-traces \
--type dataset --include README.md FINAL_MANIFEST.json install.py \
--local-dir ifuse-hpca2027-traces
python3 ifuse-hpca2027-traces/install.py \
--output ifuse-hpca2027-traces
Install selected workloads
python3 ifuse-hpca2027-traces/install.py \
appworld core_bench clickhouse masstree silo zstd bfs apsp tsp \
--output ifuse-hpca2027-traces
The installer creates stable workload paths such as
ifuse-hpca2027-traces/appworld and ifuse-hpca2027-traces/bfs while retaining
the canonical published directory structure.
Provenance
The four agentic bundles are copied byte-for-byte from revision
422ddf6ce6c0db80605553f1331fc8f7d1e7b69c of
harry1332/hpca2027-agentic-validated-traces-20260711.
The three database bundles are copied byte-for-byte from revision
0015be3fe2d869190dfbd8d745ee72b5ab1c2116 of
harry1332/hpca2027-database-validated-traces-20260711.
The ClickHouse, Masstree, Silo, and Zstd bundles were freshly profiled, clustered, and recollected on July 18, 2026. Their release manifests record the selected regions, normalized weights, instruction counts, executable hashes, and trace SHA-256 values.
The five GAP bundles are copied byte-for-byte from revision
a06537aabef08dad6e58213022e740209cefdc80 of
harry1332/ifuse-final-datacenter-traces-20260624.
APSP and TSP were freshly profiled, automatically clustered, and independently recollected from CRONO commit 00d2be6ea1aef8df8b71cfb82149d60d152b348a on July 29, 2026. Each selected archive ends with its representative 10M interval and retains up to 50M complete preceding warmup instructions. Segment 0 has no preceding warmup by construction. Exact boundaries and counts are recorded per SimPoint in each release manifest.
See FINAL_MANIFEST.json for canonical workload names, source revisions, and
repository paths.
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