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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 11 new columns ({'apex_open', 'load3', 'ts', 'load0', 'uptime_s', 'load2', 'cpu_temp_mC', 'load1', 'cpu_khz', 'fan', 'tpu_temp_mC'}) and 7 missing columns ({'width_s', 'status', 'type', 'end_ts', 'session_id', 'start_ts', 'cores'}).
This happened while the csv dataset builder was generating data using
hf://datasets/bshepp/homeostat-telemetry/archives/phase0-v1.0/tlm-20260804.csv (at revision 0e00668e030b0d0c9e7f3b5a3c3520632aba2646), ['hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/phase0-v1.0/sessions.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/phase0-v1.0/tlm-20260804.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/phase0-v1.0/tlm-20260805.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/phase0-v1.0/tlm-20260806.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/phase0-v1.0/tlm-20260807.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/phase0-v1.0/tlm-20260808.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/phase0-v1.0/tlm-20260809.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/phase0-v1.0/tlm-20260810.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/stock-regime-v1.1/sessions.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/stock-regime-v1.1/tlm-20260803.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/stock-regime-v1.1/tlm-20260804.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/stock-regime-v1.1/tlm-20260805.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/stock-regime-v1.1/tlm-20260806.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/stock-regime-v1.1/tlm-20260807.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/stock-regime-v1.1/tlm-20260808.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/stock-regime-v1.1/tlm-20260809.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/stock-regime-v1.1/tlm-20260810.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/stock-regime-v1.1/tlm-20260811.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/sessions.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260803.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260804.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260805.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260806.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260807.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260808.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260809.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260810.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260811.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260812.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260813.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260814.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260815.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260816.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260817.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260818.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260819.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260820.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260821.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260822.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260823.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260824.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260825.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260826.csv']
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 1848, 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 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
ts: string
uptime_s: double
cpu_temp_mC: int64
tpu_temp_mC: int64
fan: int64
load0: double
load1: double
load2: double
load3: double
cpu_khz: int64
apex_open: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1513
to
{'session_id': Value('string'), 'type': Value('string'), 'cores': Value('int64'), 'width_s': Value('int64'), 'start_ts': Value('string'), 'end_ts': Value('string'), 'status': 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 1694, 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 1850, 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 11 new columns ({'apex_open', 'load3', 'ts', 'load0', 'uptime_s', 'load2', 'cpu_temp_mC', 'load1', 'cpu_khz', 'fan', 'tpu_temp_mC'}) and 7 missing columns ({'width_s', 'status', 'type', 'end_ts', 'session_id', 'start_ts', 'cores'}).
This happened while the csv dataset builder was generating data using
hf://datasets/bshepp/homeostat-telemetry/archives/phase0-v1.0/tlm-20260804.csv (at revision 0e00668e030b0d0c9e7f3b5a3c3520632aba2646), ['hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/phase0-v1.0/sessions.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/phase0-v1.0/tlm-20260804.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/phase0-v1.0/tlm-20260805.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/phase0-v1.0/tlm-20260806.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/phase0-v1.0/tlm-20260807.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/phase0-v1.0/tlm-20260808.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/phase0-v1.0/tlm-20260809.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/phase0-v1.0/tlm-20260810.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/stock-regime-v1.1/sessions.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/stock-regime-v1.1/tlm-20260803.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/stock-regime-v1.1/tlm-20260804.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/stock-regime-v1.1/tlm-20260805.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/stock-regime-v1.1/tlm-20260806.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/stock-regime-v1.1/tlm-20260807.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/stock-regime-v1.1/tlm-20260808.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/stock-regime-v1.1/tlm-20260809.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/stock-regime-v1.1/tlm-20260810.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/archives/stock-regime-v1.1/tlm-20260811.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/sessions.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260803.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260804.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260805.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260806.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260807.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260808.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260809.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260810.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260811.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260812.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260813.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260814.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260815.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260816.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260817.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260818.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260819.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260820.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260821.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260822.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260823.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260824.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260825.csv', 'hf://datasets/bshepp/homeostat-telemetry@0e00668e030b0d0c9e7f3b5a3c3520632aba2646/vultureman/tlm-20260826.csv']
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.
session_id string | type string | cores int64 | width_s int64 | start_ts string | end_ts string | status string |
|---|---|---|---|---|---|---|
20260804T001020Z | cpu_burn | 3 | 134 | 2026-08-04T00:10:20Z | 2026-08-04T00:12:34Z | ok |
20260804T055011Z | tpu_burst | 1 | 123 | 2026-08-04T05:50:11Z | 2026-08-04T05:52:15Z | ok |
20260804T100812Z | tpu_burst | 1 | 210 | 2026-08-04T10:08:12Z | 2026-08-04T10:11:43Z | ok |
20260804T153130Z | cpu_burn | 1 | 79 | 2026-08-04T15:31:30Z | 2026-08-04T15:32:49Z | ok |
20260804T220730Z | cpu_burn | 2 | 86 | 2026-08-04T22:07:30Z | 2026-08-04T22:08:56Z | ok |
20260805T045242Z | tpu_burst | 1 | 83 | 2026-08-05T04:52:42Z | 2026-08-05T04:54:05Z | ok |
20260805T113230Z | tpu_burst | 1 | 229 | 2026-08-05T11:32:30Z | 2026-08-05T11:36:20Z | ok |
20260805T165317Z | tpu_burst | 1 | 78 | 2026-08-05T16:53:17Z | 2026-08-05T16:54:36Z | ok |
20260805T214438Z | tpu_burst | 1 | 16 | 2026-08-05T21:44:38Z | 2026-08-05T21:44:55Z | ok |
20260806T034419Z | cpu_burn | 1 | 40 | 2026-08-06T03:44:19Z | 2026-08-06T03:44:59Z | ok |
20260806T104220Z | cpu_burn | 3 | 71 | 2026-08-06T10:42:20Z | 2026-08-06T10:43:31Z | ok |
20260806T154730Z | tpu_burst | 1 | 21 | 2026-08-06T15:47:30Z | 2026-08-06T15:47:52Z | ok |
20260806T203602Z | cpu_burn | 4 | 77 | 2026-08-06T20:36:02Z | 2026-08-06T20:37:19Z | ok |
20260807T031813Z | tpu_burst | 1 | 203 | 2026-08-07T03:18:13Z | 2026-08-07T03:21:37Z | ok |
20260807T095914Z | tpu_burst | 1 | 75 | 2026-08-07T09:59:14Z | 2026-08-07T10:00:30Z | ok |
20260807T144930Z | cpu_burn | 4 | 47 | 2026-08-07T14:49:30Z | 2026-08-07T14:50:17Z | ok |
20260807T191146Z | cpu_burn | 1 | 91 | 2026-08-07T19:11:46Z | 2026-08-07T19:13:17Z | ok |
20260808T010047Z | tpu_burst | 1 | 271 | 2026-08-08T01:00:47Z | 2026-08-08T01:05:19Z | ok |
20260808T074642Z | cpu_burn | 4 | 37 | 2026-08-08T07:46:42Z | 2026-08-08T07:47:19Z | ok |
20260808T144239Z | cpu_burn | 3 | 25 | 2026-08-08T14:42:39Z | 2026-08-08T14:43:04Z | ok |
20260808T184318Z | cpu_burn | 4 | 30 | 2026-08-08T18:43:18Z | 2026-08-08T18:43:48Z | ok |
20260808T231930Z | tpu_burst | 1 | 61 | 2026-08-08T23:19:30Z | 2026-08-08T23:20:32Z | ok |
20260809T053230Z | cpu_burn | 4 | 15 | 2026-08-09T05:32:30Z | 2026-08-09T05:32:45Z | ok |
20260809T095342Z | tpu_burst | 1 | 20 | 2026-08-09T09:53:42Z | 2026-08-09T09:54:03Z | ok |
20260809T153804Z | tpu_burst | 1 | 19 | 2026-08-09T15:38:04Z | 2026-08-09T15:38:23Z | ok |
20260809T202804Z | cpu_burn | 1 | 43 | 2026-08-09T20:28:04Z | 2026-08-09T20:28:47Z | ok |
20260810T012945Z | cpu_burn | 3 | 31 | 2026-08-10T01:29:45Z | 2026-08-10T01:30:16Z | ok |
20260810T072030Z | tpu_burst | 1 | 49 | 2026-08-10T07:20:30Z | 2026-08-10T07:21:20Z | ok |
20260810T135506Z | tpu_burst | 1 | 84 | 2026-08-10T13:55:06Z | 2026-08-10T13:56:30Z | ok |
20260810T180418Z | cpu_burn | 1 | 244 | 2026-08-10T18:04:18Z | 2026-08-10T18:08:22Z | ok |
20260810T222127Z | tpu_burst | 1 | 34 | 2026-08-10T22:21:27Z | 2026-08-10T22:22:02Z | ok |
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End of preview.
Homeostat telemetry
1 Hz thermal / fan / load telemetry from Google Coral Dev Boards (NXP i.MX 8MQ +
Edge TPU) whose accelerator is learning to manage its own body — starting with the
fan/thermal policy. Code, experiment reports, fitted models, and the full column
schema live in the project repo: https://github.com/bshepp/homeostat
(see telemetry/MANIFEST.md there for schemas and regime timestamps).
Layout
vultureman/— dailytlm-YYYYMMDD.csv(UTC days, 1 Hz): CPU die temp, TPU die temp, fan state, load, plussessions.csvload-session labels. Regimes: stock governor (65 degC fan trip) through 2026-08-12T03:56:23Z, excitation regime (57 degC trip) after.vultaire/— same schema from the twin board (A/A comparison), once deployed.ambient/— minute-median BLE ambient rows (temp/RH), once sensors deploy. Sensor MACs are pseudonymized (sensor-01, ...); placement per sensor is documented in the project MANIFEST.archives/— frozen, SHA256-manifested dataset versions cited by the sysid reports (immutable; what the papers-of-record refer to).
Updates
Updated daily (rolling day-files append; closed UTC days never change).
Per-round snapshots are tagged (round-2, round-3, ...) so reports can cite an
immutable revision.
Provenance & license
One person's bench instruments, collected with Claude as co-author. CC0 — use it for anything; attribution appreciated but not required.
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