Dataset Preview
Duplicate
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed
Error code:   DatasetGenerationError
Exception:    ArrowInvalid
Message:      Float value 3.143000 was truncated converting to int64
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 784, 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 795, 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 2312, in cast_table_to_schema
                  cast_array_to_feature(
                  ~~~~~~~~~~~~~~~~~~~~~^
                      table[name] if name in table_column_names else pa.array([None] * len(table), type=schema.field(name).type),
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                      feature,
                      ^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1861, in wrapper
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                                           ~~~~^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2152, in cast_array_to_feature
                  return array_cast(
                      array,
                  ...<2 lines>...
                      allow_decimal_to_str=allow_decimal_to_str,
                  )
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1863, in wrapper
                  return func(array, *args, **kwargs)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2015, in array_cast
                  return array.cast(pa_type)
                         ~~~~~~~~~~^^^^^^^^^
                File "pyarrow/array.pxi", line 1186, in pyarrow.lib.Array.cast
                File "/usr/local/lib/python3.14/site-packages/pyarrow/compute.py", line 414, 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
                  result = GetResultValue(
                File "pyarrow/error.pxi", line 155, in pyarrow.lib.pyarrow_internal_check_status
                  return check_status(status)
                File "pyarrow/error.pxi", line 92, in pyarrow.lib.check_status
                  raise convert_status(status)
              pyarrow.lib.ArrowInvalid: Float value 3.143000 was truncated converting to int64
              
              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 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 1879, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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ts
string
mac
string
source
string
temp_c
float64
rh_pct
float64
press_pa
null
battery
int64
rssi
int64
n
int64
2026-08-28T02:05:00Z
sensor-02
h5075
25.3
50.1
null
91
-53
2
2026-08-28T02:06:00Z
sensor-01
h5075
25.5
49.5
null
100
-57
2
2026-08-28T02:06:00Z
sensor-03
h5075
25.3
49.9
null
93
-50
2
2026-08-28T02:20:00Z
sensor-01
h5075
25.2
50.9
null
100
-59
4
2026-08-28T02:20:00Z
sensor-03
h5075
25.3
50.85
null
93
-61
8
2026-08-28T02:21:00Z
sensor-01
h5075
25.3
50.7
null
100
-52
6
2026-08-28T02:21:00Z
sensor-03
h5075
25.2
50.5
null
93
-60
6
2026-08-28T02:21:00Z
sensor-02
h5075
24.9
51.6
null
91
-56
8
2026-08-28T02:22:00Z
sensor-01
h5075
25.2
50.7
null
100
-57
12
2026-08-28T02:22:00Z
sensor-03
h5075
25.2
50.5
null
93
-58
4
2026-08-28T02:22:00Z
sensor-02
h5075
24.8
51.8
null
91
-63
6
2026-08-28T02:23:00Z
sensor-01
h5075
25.2
50.65
null
100
-53
8
2026-08-28T02:23:00Z
sensor-03
h5075
25.2
50.6
null
93
-58
6
2026-08-28T02:23:00Z
sensor-02
h5075
24.9
51.75
null
90
-54
8
2026-08-28T02:24:00Z
sensor-01
h5075
25.2
50.8
null
100
-45
2
2026-08-28T02:24:00Z
sensor-03
h5075
25.2
50.6
null
93
-59
8
2026-08-28T02:24:00Z
sensor-02
h5075
24.8
51.9
null
90
-54
10
2026-08-28T02:25:00Z
sensor-01
h5075
25.2
50.8
null
100
-68
5
2026-08-28T02:25:00Z
sensor-03
h5075
25.2
50.6
null
93
-53
3
2026-08-28T02:25:00Z
sensor-02
h5075
24.8
51.8
null
91
-53
8
2026-08-28T02:26:00Z
sensor-01
h5075
25.2
50.8
null
100
-61
6
2026-08-28T02:26:00Z
sensor-03
h5075
25.2
50.6
null
93
-53
10
2026-08-28T02:26:00Z
sensor-02
h5075
24.8
51.85
null
91
-53
4
2026-08-28T02:27:00Z
sensor-01
h5075
25.2
50.75
null
100
-54
8
2026-08-28T02:27:00Z
sensor-03
h5075
25.2
50.5
null
93
-57
2
2026-08-28T02:27:00Z
sensor-02
h5075
24.8
51.9
null
91
-52
10
2026-08-28T02:28:00Z
sensor-01
h5075
25.15
50.65
null
100
-60
4
2026-08-28T02:28:00Z
sensor-03
h5075
25.2
50.6
null
93
-53
10
2026-08-28T02:28:00Z
sensor-02
h5075
24.8
51.85
null
91
-53
8
2026-08-28T02:29:00Z
sensor-01
h5075
25.1
50.8
null
100
-63
7
2026-08-28T02:29:00Z
sensor-03
h5075
25.2
50.5
null
93
-55
10
2026-08-28T02:29:00Z
sensor-02
h5075
24.8
51.9
null
91
-55
4
2026-08-28T02:30:00Z
sensor-01
h5075
25.1
50.8
null
100
-60
6
2026-08-28T02:30:00Z
sensor-03
h5075
25.2
50.6
null
93
-53
4
2026-08-28T02:30:00Z
sensor-02
h5075
24.8
51.9
null
91
-55
6
2026-08-28T02:31:00Z
sensor-01
h5075
25.1
51.05
null
100
-60
12
2026-08-28T02:31:00Z
sensor-03
h5075
25.2
50.85
null
93
-56
4
2026-08-28T02:31:00Z
sensor-02
h5075
24.8
52.1
null
91
-54
12
2026-08-28T02:32:00Z
sensor-01
h5075
25.1
50.95
null
100
-55
8
2026-08-28T02:32:00Z
sensor-03
h5075
25.2
50.7
null
93
-56
12
2026-08-28T02:32:00Z
sensor-02
h5075
24.8
52.1
null
91
-54
6
2026-08-28T02:33:00Z
sensor-01
h5075
25.1
50.9
null
100
-57
4
2026-08-28T02:33:00Z
sensor-03
h5075
25.2
50.6
null
93
-56
2
2026-08-28T02:33:00Z
sensor-02
h5075
24.7
52.2
null
91
-53
6
2026-08-28T02:34:00Z
sensor-01
h5075
25.1
50.95
null
100
-55
8
2026-08-28T02:34:00Z
sensor-03
h5075
25.2
50.6
null
93
-53
6
2026-08-28T02:34:00Z
sensor-02
h5075
24.8
52.15
null
91
-57
4
2026-08-28T02:35:00Z
sensor-01
h5075
25.1
50.95
null
100
-62
4
2026-08-28T02:35:00Z
sensor-03
h5075
25.2
50.65
null
93
-57
4
2026-08-28T02:35:00Z
sensor-02
h5075
24.8
52.1
null
91
-55
2
2026-08-28T02:36:00Z
sensor-01
h5075
25.1
51
null
100
-54
6
2026-08-28T02:36:00Z
sensor-03
h5075
25.2
50.6
null
93
-55
6
2026-08-28T02:36:00Z
sensor-02
h5075
24.7
52.1
null
91
-53
7
2026-08-28T02:37:00Z
sensor-01
h5075
25.05
51
null
100
-59
8
2026-08-28T02:37:00Z
sensor-03
h5075
25.2
50.6
null
93
-51
3
2026-08-28T02:37:00Z
sensor-02
h5075
24.7
52.15
null
91
-53
4
2026-08-28T02:38:00Z
sensor-01
h5075
25.1
51
null
100
-53
6
2026-08-28T02:38:00Z
sensor-03
h5075
25.2
50.7
null
93
-53
8
2026-08-28T02:38:00Z
sensor-02
h5075
24.7
52.25
null
91
-55
4
2026-08-28T02:39:00Z
sensor-01
h5075
25
51.2
null
100
-65
8
2026-08-28T02:39:00Z
sensor-03
h5075
25.2
50.7
null
93
-52
6
2026-08-28T02:39:00Z
sensor-02
h5075
24.7
52.3
null
91
-54
10
2026-08-28T02:40:00Z
sensor-01
h5075
25
51.1
null
100
-60
3
2026-08-28T02:40:00Z
sensor-03
h5075
25.2
50.7
null
93
-54
8
2026-08-28T02:40:00Z
sensor-02
h5075
24.7
52.35
null
91
-59
4
2026-08-28T02:41:00Z
sensor-01
h5075
25
51.1
null
100
-56
10
2026-08-28T02:41:00Z
sensor-03
h5075
25.2
50.7
null
93
-54
4
2026-08-28T02:41:00Z
sensor-02
h5075
24.7
52.4
null
91
-52
12
2026-08-28T02:42:00Z
sensor-01
h5075
25
51.2
null
100
-55
4
2026-08-28T02:42:00Z
sensor-03
h5075
25.2
50.8
null
93
-54
10
2026-08-28T02:42:00Z
sensor-02
h5075
24.65
52.4
null
91
-52
4
2026-08-28T02:43:00Z
sensor-01
h5075
25
51.3
null
100
-57
4
2026-08-28T02:43:00Z
sensor-03
h5075
25.2
50.9
null
93
-51
8
2026-08-28T02:43:00Z
sensor-02
h5075
24.7
52.5
null
91
-57
6
2026-08-28T02:44:00Z
sensor-01
h5075
25
51.45
null
100
-57
8
2026-08-28T02:44:00Z
sensor-03
h5075
25.15
50.95
null
93
-47
4
2026-08-28T02:44:00Z
sensor-02
h5075
24.7
52.4
null
91
-52
4
2026-08-28T02:45:00Z
sensor-01
h5075
25
51.4
null
100
-58
8
2026-08-28T02:45:00Z
sensor-03
h5075
25.1
50.9
null
93
-50
6
2026-08-28T02:45:00Z
sensor-02
h5075
24.65
52.5
null
91
-58
8
2026-08-28T02:46:00Z
sensor-01
h5075
25
51.4
null
100
-58
10
2026-08-28T02:46:00Z
sensor-03
h5075
25.1
51
null
93
-51
10
2026-08-28T02:46:00Z
sensor-02
h5075
24.6
52.5
null
91
-53
14
2026-08-28T02:47:00Z
sensor-01
h5075
25
51.5
null
100
-53
3
2026-08-28T02:47:00Z
sensor-03
h5075
25.1
51
null
93
-49
6
2026-08-28T02:47:00Z
sensor-02
h5075
24.6
52.55
null
91
-55
8
2026-08-28T02:48:00Z
sensor-01
h5075
24.9
51.55
null
100
-54
12
2026-08-28T02:48:00Z
sensor-03
h5075
25.1
51.1
null
93
-55
6
2026-08-28T02:48:00Z
sensor-02
h5075
24.6
52.5
null
91
-53
8
2026-08-28T02:49:00Z
sensor-01
h5075
24.9
51.65
null
100
-54
12
2026-08-28T02:49:00Z
sensor-03
h5075
25
51.1
null
93
-127
1
2026-08-28T02:49:00Z
sensor-02
h5075
24.6
52.7
null
91
-49
6
2026-08-28T02:50:00Z
sensor-01
h5075
24.9
51.7
null
100
-61
10
2026-08-28T02:50:00Z
sensor-03
h5075
25
51.3
null
93
-52
8
2026-08-28T02:50:00Z
sensor-02
h5075
24.6
52.7
null
91
-44
8
2026-08-28T02:51:00Z
sensor-01
h5075
24.9
51.75
null
100
-50
8
2026-08-28T02:51:00Z
sensor-03
h5075
25
51.25
null
93
-57
4
2026-08-28T02:51:00Z
sensor-02
h5075
24.6
52.7
null
91
-47
12
2026-08-28T02:52:00Z
sensor-01
h5075
24.9
51.9
null
100
-58
2
2026-08-28T02:52:00Z
sensor-03
h5075
25
51.45
null
93
-50
4
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/ — daily tlm-YYYYMMDD.csv (UTC days, 1 Hz): CPU die temp, TPU die temp, fan state, load, plus sessions.csv load-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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