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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
uuid: string
timestamp: string
type: string
message: struct<role: string, content: string>
  child 0, role: string
  child 1, content: string
timeline: struct<sessionId: string, conversationId: string, turnNumber: int64>
  child 0, sessionId: string
  child 1, conversationId: string
  child 2, turnNumber: int64
model: struct<id: string, provider: string, apiPattern: string>
  child 0, id: string
  child 1, provider: string
  child 2, apiPattern: string
detail: null
usage: struct<inputTokens: int64, outputTokens: int64, totalTokens: int64, cache: struct<cacheCreationToken (... 134 chars omitted)
  child 0, inputTokens: int64
  child 1, outputTokens: int64
  child 2, totalTokens: int64
  child 3, cache: struct<cacheCreationTokens: int64, cacheReadTokens: int64, uncachedInputTokens: int64, cacheHitRate: (... 34 chars omitted)
      child 0, cacheCreationTokens: int64
      child 1, cacheReadTokens: int64
      child 2, uncachedInputTokens: int64
      child 3, cacheHitRate: double
      child 4, costSavingsRatio: double
  child 4, reasoningTokens: int64
ts: int64
inputSummary: string
sessionId: string
errorSnippet: string
inputHash: string
approachHash: string
kind: string
toolName: string
success: bool
to
{'ts': Value('int64'), 'sessionId': Value('string'), 'toolName': Value('string'), 'inputHash': Value('string'), 'inputSummary': Value('string'), 'success': Value('bool'), 'approachHash': Value('string'), 'detail': Json(decode=True), 'errorSnippet': Value('string'), 'kind': Value('string')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1827, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_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
              uuid: string
              timestamp: string
              type: string
              message: struct<role: string, content: string>
                child 0, role: string
                child 1, content: string
              timeline: struct<sessionId: string, conversationId: string, turnNumber: int64>
                child 0, sessionId: string
                child 1, conversationId: string
                child 2, turnNumber: int64
              model: struct<id: string, provider: string, apiPattern: string>
                child 0, id: string
                child 1, provider: string
                child 2, apiPattern: string
              detail: null
              usage: struct<inputTokens: int64, outputTokens: int64, totalTokens: int64, cache: struct<cacheCreationToken (... 134 chars omitted)
                child 0, inputTokens: int64
                child 1, outputTokens: int64
                child 2, totalTokens: int64
                child 3, cache: struct<cacheCreationTokens: int64, cacheReadTokens: int64, uncachedInputTokens: int64, cacheHitRate: (... 34 chars omitted)
                    child 0, cacheCreationTokens: int64
                    child 1, cacheReadTokens: int64
                    child 2, uncachedInputTokens: int64
                    child 3, cacheHitRate: double
                    child 4, costSavingsRatio: double
                child 4, reasoningTokens: int64
              ts: int64
              inputSummary: string
              sessionId: string
              errorSnippet: string
              inputHash: string
              approachHash: string
              kind: string
              toolName: string
              success: bool
              to
              {'ts': Value('int64'), 'sessionId': Value('string'), 'toolName': Value('string'), 'inputHash': Value('string'), 'inputSummary': Value('string'), 'success': Value('bool'), 'approachHash': Value('string'), 'detail': Json(decode=True), 'errorSnippet': Value('string'), 'kind': Value('string')}
              because column names don't match
              
              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 1880, 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
int64
sessionId
string
toolName
string
inputHash
string
inputSummary
string
success
bool
approachHash
string
detail
unknown
errorSnippet
string
kind
string
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Bash
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Bash
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{"command":"ls -la /app 2>/dev/null; echo \"---\"; ls -la data/ 2>/dev/null; echo \"---\"; pwd","description":"Check app and data folders"}
true
2a5a999f354c40c1
null
null
null
1,788,213,145,388
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
8fb84302f1b3d1aeb76212448d7c43e6
{"command":"which fasttext; python3 -c \"import fasttext; print(fasttext.__version__)\" 2>&1; python3 -c \"import pandas; print('pandas', pandas.__version__)\" 2>&1; python3 -c \"import pyarrow; print('pyarrow', pyarrow.__version__)\" 2>&1","description":"Check fasttext and data libraries"}
true
c501d305a4733c49
null
null
null
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11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
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{"command":"python3 -c \"\nimport pyarrow.parquet as pq\npf = pq.ParquetFile('data/train-00000-of-00001.parquet')\nprint('num rows:', pf.metadata.num_rows)\nprint('schema:', pf.schema)\nprint('---test---')\npt = pq.ParquetFile('data/test-00000-of-00001.parquet')\nprint('num rows:', pt.metadata.num_r…
true
cd0f7759e4a71e0d
null
null
null
1,788,213,148,623
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
13088938d28e8fa3a41d241ff6356127
{"command":"python3 -c \"\nimport pyarrow.parquet as pq\nimport pandas as pd\npf = pq.ParquetFile('data/train-00000-of-00001.parquet')\ndf = pf.read_row_group(0).to_pandas()\nprint(df.head())\nprint(df['label'].value_counts())\nprint('text sample:', df['text'].iloc[0][:200])\n\"","description":"Look…
true
90568fec45bb0dec
null
null
null
1,788,213,151,665
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
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{"command":"pip install fasttext 2>&1 | tail -3","description":"Install fasttext library"}
false
08b5dda7ae018cf0
null
× Failed to build installable wheels for some pyproject.toml based projects ╰─> fasttext Command failed with exit code 1
null
1,788,213,157,551
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
34bf67452a417e311f5f0b0b66cee141
{"command":"python3 -c \"\nimport pyarrow.parquet as pq\nimport pyarrow as pa\npf = pq.ParquetFile('data/train-00000-of-00001.parquet')\ntotal = pf.metadata.num_rows\ncounts = {}\nfor i in range(pf.num_row_groups):\n d = pf.read_row_group(i).to_pandas()\n vc = d['label'].value_counts()\n fo…
true
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null
null
null
1,788,213,159,919
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
7803214a71c68e69e3438b869896a193
{"command":"pip install fasttext 2>&1 | grep -iE \"error|gcc|g\\+\\+|c\\+\\+|fail\" | head -20","description":"See fasttext build error details"}
false
7f64e7a171a69932
null
Building wheel for fasttext (pyproject.toml): finished with status 'error' error: subprocess-exited-with-error calls to avoid build errors in the future. g++ -fno-strict-overfl
null
1,788,213,162,498
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
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{"command":"g++ --version 2>&1 | head -2; gcc --version 2>&1 | head -2; ls /usr/bin/g++* /usr/bin/gcc* 2>/dev/null; which clang++ clang 2>/dev/null; clang++ --version 2>&1 | head -2","description":"Check compiler versions available"}
false
f247cb887262aae3
null
bash: line 1: g++: command not found bash: line 1: gcc: command not found bash: line 1: clang++: command not found Command failed with exit code 127
null
1,788,213,164,715
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
1a9ef202188048ea87f9afa0ccf69cdb
{"command":"ls -la /app/.addon-tools/ 2>/dev/null; cat /app/.addon-tools/* 2>/dev/null | head -30; echo \"---\"; which apt-get apt yum apk 2>/dev/null; echo \"---\"; ls /usr/local/bin | head -50","description":"Check addon tools and package managers"}
true
9d486e75ba8e0a7d
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Bash
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{"command":"python3 --version; which python3 pip pip3; ls /usr/bin/python* 2>/dev/null","description":"Check python setup"}
false
c4ca8965b9e0f284
null
Python 3.13.7 /usr/local/bin/python3 /usr/local/bin/pip /usr/local/bin/pip3 Command failed with exit code 2
null
1,788,213,180,552
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
bb51a22e45f04a5c05f8dc811243769c
{"command":"apt-get update 2>&1 | tail -3 && apt-get install -y g++ make 2>&1 | tail -3","description":"Install g++ compiler","timeout":300000}
true
c66ef59493d17dbe
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11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
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{"command":"pip install fasttext 2>&1 | tail -3","description":"Install fasttext with compiler now available","timeout":300000}
true
31de23ea00cf0429
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Bash
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{"command":"python3 -c \"import fasttext; print(fasttext.__version__)\"","description":"Verify fasttext installed"}
false
43871e933b8466cd
null
Stderr: Traceback (most recent call last): File "<string>", line 1, in <module> import fasttext; print(fasttext.__version__) ^^^^^^^^^^^^^^^^^^^^ AttributeError: modul
null
1,788,213,254,502
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
b6087ccb2f1dfc49bbb968e8e29dd617
{"command":"cat > /tmp/convert.py <<'EOF'\nimport pyarrow.parquet as pq\nimport sys\n\ndef convert(src, dst):\n pf = pq.ParquetFile(src)\n n = pf.metadata.num_rows\n with open(dst, 'w') as f:\n for i in range(pf.num_row_groups):\n d = pf.read_row_group(i).to_pandas()\n …
true
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null
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11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
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{"command":"python3 -c \"\nimport pyarrow.parquet as pq\npt = pq.ParquetFile('data/test-00000-of-00001.parquet')\nd = pt.read().to_pandas()\nprint(d['label'].value_counts().sort_index())\n\"","description":"Check test label distribution"}
true
39405f35876302c8
null
null
null
1,788,213,266,958
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
6727e6ea64ae6cf33cdb6ca1427d95cf
{"command":"cat > /tmp/train.py <<'EOF'\nimport fasttext, sys, os, time\nargs = {\n 'input': '/tmp/yelp.train.txt',\n 'lr': 0.1,\n 'dim': 100,\n 'epoch': 5,\n 'wordNgrams': 2,\n 'loss': 'softmax',\n 'minCount': 1,\n 'bucket': 200000,\n 'thread': 8,\n 'verbose': 2,\n}\nt…
true
b980537aaed90c56
null
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1,788,213,271,787
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
96ea6e3f529f108efd786e5c5e1fccf4
{"command":"cat > /tmp/eval.py <<'EOF'\nimport sys\nimport pyarrow.parquet as pq\nimport fasttext\nimport numpy as np\n\nmodel_path = sys.argv[1]\nparquet_path = sys.argv[2] if len(sys.argv) > 2 else 'data/test-00000-of-00001.parquet'\n\nmodel = fasttext.load_model(model_path)\npf = pq.ParquetFile(p…
true
26738574f714c836
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null
1,788,213,273,151
11734ffa-9c5f-4c50-943a-78ce70d69d32
BashOutput
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{"bash_id":"bg-fe431eed"}
true
c049a7617479c91f
null
null
null
1,788,213,275,172
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
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{"command":"nproc; free -g | head -2; df -h /tmp /app | tail -2","description":"Check resources"}
true
d5e9da611a9274cd
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1,788,213,276,273
11734ffa-9c5f-4c50-943a-78ce70d69d32
BashOutput
c90841be5270a4711c1e9ce9e3df21f9
{"bash_id":"bg-fe431eed"}
true
c049a7617479c91f
null
null
null
1,788,213,401,981
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
f169f54c34d1e0ef1f7fb119192c917b
{"command":"cat > /tmp/vocab_count.py <<'EOF'\nfrom collections import Counter\nc = Counter()\nwith open('/tmp/yelp.train.txt') as f:\n for line in f:\n parts = line.rstrip('\\n').split(' ')\n c.update(parts[1:]) # skip label\nfor mc in [1,2,3,5,10]:\n n = sum(1 for v in c.value…
false
ba3d39a85f58734d
null
Error: Command was cancelled before completion (timed out or aborted).
null
1,788,213,525,171
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
aec0f2e518df422195d3fe23a8003cbd
{"command":"awk '{for(i=2;i<=NF;i++) c[$i]++} END {for(w in c) {if(c[w]>=2) n2++; if(c[w]>=3) n3++; if(c[w]>=5) n5++; if(c[w]>=10) n10++} print \"mc2=\"n2, \"mc3=\"n3, \"mc5=\"n5, \"mc10=\"n10}' /tmp/yelp.train.txt","description":"Count vocab sizes via awk","timeout":600000}
false
17a542fda26300bc
null
Error: Command was cancelled before completion (timed out or aborted).
null
1,788,213,528,562
11734ffa-9c5f-4c50-943a-78ce70d69d32
BashOutput
c90841be5270a4711c1e9ce9e3df21f9
{"bash_id":"bg-fe431eed"}
true
c049a7617479c91f
null
null
null
1,788,213,536,680
11734ffa-9c5f-4c50-943a-78ce70d69d32
BashOutput
35fc0131cce1dd3b6b657a36fe903ade
{"bash_id":"bg-fe431eed","filter":"TRAIN TIME|MODEL SIZE|TEST|num words|Number of words|ETA"}
true
aeebbe35dfbf4424
null
null
null
1,788,213,547,276
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
7e8008b60f2555b5b67c797477dd2334
{"command":"cat > /tmp/experiment.py <<'EOF'\nimport fasttext, sys, os, time, json\nimport pyarrow.parquet as pq\nimport numpy as np\n\ndef evaluate(model, parquet_path):\n pf = pq.ParquetFile(parquet_path)\n preds, trues = [], []\n for i in range(pf.num_row_groups):\n d = pf.read_ro…
true
4d49b3b6a01e9cb6
null
null
null
1,788,213,548,965
11734ffa-9c5f-4c50-943a-78ce70d69d32
BashOutput
a9e1ef20385020fbfc03474bfeee6007
{"bash_id":"bg-fe431eed","filter":"TRAIN TIME|MODEL SIZE|TEST:|num words|Number of words"}
true
79958b8aec4177c2
null
null
null
1,788,213,551,560
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
bc136b5915cba0729dff4432d4c4a74a
{"command":"ps aux | grep train.py | grep -v grep | awk '{print $3, $4, $11, $12}'","description":"Check training process CPU"}
false
9b40648393f3ded1
null
Stderr: bash: line 1: ps: command not found Command failed with exit code 1
null
1,788,213,553,171
11734ffa-9c5f-4c50-943a-78ce70d69d32
BashOutput
506a9284fe91518048dd8e796d7dbf49
{"bash_id":"bg-fe431eed","filter":"TRAIN TIME|MODEL SIZE|TEST:|num words"}
true
b82fbd1934398bc3
null
null
null
1,788,213,559,473
11734ffa-9c5f-4c50-943a-78ce70d69d32
BashOutput
926f92ef0f459c331767e7ead441178a
{"bash_id":"bg-fe431eed","filter":"TRAIN TIME|MODEL SIZE|TEST:|num words|Progress: 9[0-9]|Progress: 100"}
true
3ddda3a9c56d9dfb
null
null
null
1,788,213,561,670
11734ffa-9c5f-4c50-943a-78ce70d69d32
BashOutput
a972abd9eb4e7fe553b621316805c8dc
{"bash_id":"bg-fe431eed","filter":"9[0-9]\\.[0-9]%|100%|ETA","head_limit":10}
true
27febccfaeca9e94
null
null
null
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11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
7f31bac5a9ab3b3de3e4062c1f51bcd6
{"command":"python3 -c \"\nimport fasttext\nimport inspect\nsig = inspect.signature(fasttext.train_supervised)\nprint('train_supervised params:', list(sig.parameters)[:20])\nqsig = inspect.signature(fasttext.FastText.quantize)\nprint('quantize params:', list(qsig.parameters))\n\"","description":"Che…
false
a4e33f127280b3c2
null
train_supervised params: ['kargs', 'kwargs'] Stderr: Traceback (most recent call last): File "<string>", line 6, in <module> qsig = inspect.signature(fasttext.FastText.quantize)
null
1,788,213,569,971
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
8b800059f89b36448cefc32bfb7a64bb
{"command":"python3 -c \"\nimport fasttext\nm = fasttext.FastText\nprint([a for a in dir(m) if not a.startswith('_')])\n\"","description":"Check FastText methods"}
true
1ace3c30ce3f6d07
null
null
null
1,788,213,573,478
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
8add5015b993d57fec62536f4939cff8
{"command":"python3 -c \"\nimport fasttext\nprint(fasttext.supervised.__doc__[:4000])\n\" 2>&1 | head -80","description":"Check train_supervised docstring"}
false
4391da63dfedbef9
null
Traceback (most recent call last): File "<string>", line 3, in <module> print(fasttext.supervised.__doc__[:4000]) ~~~~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^ TypeError: 'NoneType' object is not
null
1,788,213,575,466
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
e6e272fc1a69f4301a63c3ffc91ecd58
{"command":"python3 - <<'EOF'\nimport fasttext\nimport fasttext.FastText as FF\nprint([a for a in dir(FF) if not a.startswith('_')])\nprint('----quantize doc----')\nprint((FF.quantize.__doc__ or '')[:2000])\nEOF","description":"Check FastText module quantize"}
false
f21a568057e79dda
null
Stderr: bash: line 7: warning: here-document at line 1 delimited by end-of-file (wanted `EOF') bash: -c: line 8: syntax error: unexpected end of file Command failed with exit code 2
null
1,788,213,578,960
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
2465d92c7821f7f7543ae3f673b72b10
{"command":"python3 -c \"\nimport fasttext.FastText as FF\nprint([a for a in dir(FF) if not a.startswith('_')])\n\"","description":"List FastText module members"}
true
1487d9a2ec3cea1c
null
null
null
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11734ffa-9c5f-4c50-943a-78ce70d69d32
BashOutput
a9e1ef20385020fbfc03474bfeee6007
{"bash_id":"bg-fe431eed","filter":"TRAIN TIME|MODEL SIZE|TEST:|num words|Number of words"}
true
79958b8aec4177c2
null
null
null
1,788,213,582,676
11734ffa-9c5f-4c50-943a-78ce70d69d32
BashOutput
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true
52a77990188a17ff
null
null
null
1,788,213,582,679
11734ffa-9c5f-4c50-943a-78ce70d69d32
true
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{ "kinds": [ "diversity" ], "iteration": 33, "chars": 106 }
null
steering_injected
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11734ffa-9c5f-4c50-943a-78ce70d69d32
BashOutput
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{"bash_id":"bg-fe431eed","filter":"TRAIN TIME|MODEL SIZE|TEST:|num words|Number of words|100%"}
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11734ffa-9c5f-4c50-943a-78ce70d69d32
BashOutput
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{"bash_id":"bg-fe431eed","filter":"TRAIN TIME|MODEL SIZE|TEST:|num words|Number of words"}
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BashOutput
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{"bash_id":"bg-fe431eed","filter":"9[0-9]\\.[0-9]%|100%","head_limit":3}
true
9a898b4ee93c1608
null
null
null
1,788,213,595,866
11734ffa-9c5f-4c50-943a-78ce70d69d32
BashOutput
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{"bash_id":"bg-fe431eed","filter":"TRAIN TIME|MODEL SIZE|TEST:|num words|Number of words"}
true
79958b8aec4177c2
null
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11734ffa-9c5f-4c50-943a-78ce70d69d32
BashOutput
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{"bash_id":"bg-fe431eed","filter":"TRAIN TIME|MODEL SIZE|TEST:|num words|Number of words"}
true
79958b8aec4177c2
null
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BashOutput
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{"bash_id":"bg-fe431eed","filter":"TRAIN TIME|MODEL SIZE|TEST:|num words"}
true
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BashOutput
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{"bash_id":"bg-fe431eed","filter":"9[0-9]\\.[0-9]%|100%","head_limit":3}
true
9a898b4ee93c1608
null
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BashOutput
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{"bash_id":"bg-fe431eed","filter":"TRAIN TIME|MODEL SIZE|TEST:|num words|Number of words|100%"}
true
9d14672d875fe501
null
null
null
1,788,213,606,064
11734ffa-9c5f-4c50-943a-78ce70d69d32
BashOutput
011c29ecf9408a92e57044c276ac9a45
{"bash_id":"bg-fe431eed","filter":"TRAIN TIME|MODEL SIZE|TEST:|num words|Number of words|100%"}
true
9d14672d875fe501
null
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null
1,788,213,608,973
11734ffa-9c5f-4c50-943a-78ce70d69d32
BashOutput
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{"bash_id":"bg-fe431eed","filter":"9[0-9]\\.[0-9]%|100%|TRAIN|MODEL|TEST","head_limit":5}
true
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11734ffa-9c5f-4c50-943a-78ce70d69d32
true
null
{ "kinds": [ "diversity" ], "iteration": 43, "chars": 106 }
null
steering_injected
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11734ffa-9c5f-4c50-943a-78ce70d69d32
BashOutput
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{"bash_id":"bg-fe431eed","filter":"TRAIN TIME|MODEL SIZE|TEST:|num words|Number of words"}
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79958b8aec4177c2
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BashOutput
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{"bash_id":"bg-fe431eed","filter":"TRAIN TIME|MODEL SIZE|TEST:|num words|Number of words|100%"}
true
9d14672d875fe501
null
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null
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BashOutput
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{"bash_id":"bg-fe431eed","filter":"TRAIN TIME|MODEL SIZE|TEST:|num words|Number of words"}
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79958b8aec4177c2
null
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Bash
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{"command":"ls -la /tmp/model_baseline.bin 2>/dev/null; ls -la /tmp/*.bin 2>/dev/null","description":"Check if baseline model file exists"}
true
62a99aef67069eff
null
null
null
1,788,213,622,358
11734ffa-9c5f-4c50-943a-78ce70d69d32
BashOutput
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{"bash_id":"bg-fe431eed","filter":"TRAIN TIME|MODEL SIZE|TEST:|num words|Number of words"}
true
79958b8aec4177c2
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Bash
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{"command":"python3 -c \"\nimport fasttext\nm = fasttext.load_model('/tmp/model_baseline.bin')\nwords = m.get_words()\nfor w in ['the','The','THE','Dr.','dr.','Good','good','I','i']:\n print(repr(w), 'in vocab:', w in set(words))\nprint('total words:', len(words))\n\"","description":"Check case h…
true
79a3def7af16e477
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null
null
1,788,213,672,526
11734ffa-9c5f-4c50-943a-78ce70d69d32
true
null
{ "kinds": [ "diversity" ], "iteration": 49, "chars": 100 }
null
steering_injected
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Bash
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{"command":"cd /tmp && python3 -c \"\nimport sys\nwith open('/tmp/yelp.train.txt') as f, open('/tmp/yelp.train.lower.txt','w') as g:\n for line in f:\n parts = line.rstrip('\\n').split(' ', 1)\n g.write(parts[0] + ' ' + parts[1].lower() + '\\n')\n\" && wc -l /tmp/yelp.train.lower.tx…
true
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Bash
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{"command":"cat > /tmp/run_cmp.py <<'EOF'\nimport fasttext, sys, os, time, json\nimport pyarrow.parquet as pq\nimport numpy as np\n\ndef evaluate(model, parquet_path, lower=False):\n pf = pq.ParquetFile(parquet_path)\n preds, trues = [], []\n for i in range(pf.num_row_groups):\n d = …
true
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null
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Bash
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{"command":"cat > /tmp/quantize_and_eval.py <<'EOF'\nimport fasttext, sys, os, time, json\nimport pyarrow.parquet as pq\nimport numpy as np\n\ndef evaluate(model, parquet_path):\n pf = pq.ParquetFile(parquet_path)\n preds, trues = [], []\n for i in range(pf.num_row_groups):\n d = pf.…
true
d619522c5a10144d
null
null
null
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BashOutput
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null
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BashOutput
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{"bash_id":"bg-4f93adba"}
true
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null
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Bash
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{"command":"date; ls -la /tmp/model_raw.bin 2>/dev/null || echo \"model_raw.bin not yet saved\"","description":"Check elapsed time and model file"}
true
59dcc0c5facc3e87
null
null
null
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BashOutput
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{"bash_id":"bg-4f93adba"}
true
fe2443bbfbfca34c
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null
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BashOutput
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{"bash_id":"bg-4f93adba"}
true
fe2443bbfbfca34c
null
null
null
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11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
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{"command":"python3 -c \"\nimport fasttext\nhelp(fasttext.FastText.quantize)\n\" 2>&1 | head -40","description":"Check quantize signature"}
false
798ceb591af12df0
null
Traceback (most recent call last): File "<string>", line 3, in <module> help(fasttext.FastText.quantize) ^^^^^^^^^^^^^^^^^^^^^^^^^^ AttributeError: module 'fasttext.FastText' has no att
null
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11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
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{"command":"python3 - <<'PYEOF'\nimport fasttext\nm = fasttext.train_supervised(input='/tmp/yelp.test.txt', epoch=1, verbose=0, thread=2)\nprint(type(m))\nprint([x for x in dir(m) if not x.startswith('_')])\nPYEOF","description":"List methods on trained model object"}
false
c7f6409bac8d2b6d
null
Stderr: bash: line 6: warning: here-document at line 1 delimited by end-of-file (wanted `PYEOF') bash: -c: line 7: syntax error: unexpected end of file Command failed with exit code 2
null
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11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
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{"command":"printf 'import fasttext\\nm = fasttext.train_supervised(input=\"/tmp/yelp.test.txt\", epoch=1, verbose=0, thread=2)\\nprint(type(m))\\nprint([x for x in dir(m) if not x.startswith(\"_\")])\\n' > /tmp/check_methods.py && python3 /tmp/check_methods.py","description":"List methods on traine…
true
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Bash
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{"command":"python3 -c \"\nimport fasttext, inspect\nprint(inspect.signature(fasttext.FastText._FastText.quantize))\n\"","description":"Get quantize signature"}
true
57e876d0b1a7247c
null
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null
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BashOutput
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Bash
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{"command":"date; ls -la /tmp/model_raw.bin 2>/dev/null || echo \"not saved yet\"; df -h /tmp | tail -1","description":"Check time and disk"}
true
e6900b54a49ffe09
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null
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Bash
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{"command":"date","description":"Check current time"}
true
df6f08914f84d053
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Bash
53944898fec49e9656f76fbf4e05e601
{"command":"python3 /tmp/eval.py /tmp/model_baseline.bin data/test-00000-of-00001.parquet","description":"Sanity check eval on baseline","timeout":300000}
true
2c8144eb2009ac95
null
null
null
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11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
bbd5a32f10fa581c1b8a46986b1d85e5
{"command":"sleep 240; date; ls -la /tmp/model_raw.bin 2>/dev/null || echo \"not saved yet\"","description":"Wait 4 minutes then check model file","timeout":300000}
false
c73d82b1a4b606d6
null
Error: Command was cancelled before completion (timed out or aborted).
null
1,788,213,923,366
11734ffa-9c5f-4c50-943a-78ce70d69d32
BashOutput
ba215d9d35aba38e4a0cfbdfc6e0b954
{"bash_id":"bg-4f93adba"}
true
fe2443bbfbfca34c
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null
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Bash
5e574430a1e0f2a1eb936f65933039f9
{"command":"cat /proc/7584/stat 2>/dev/null | awk '{print \"utime:\", $14, \"stime:\", $15}' ; cat /proc/7584/status 2>/dev/null | grep -E \"VmRSS|Threads\"","description":"Check training process CPU time and memory"}
true
6777649daac678fb
null
null
null
1,788,214,055,180
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
d83287c369f305901d478c38ee351bab
{"command":"sleep 180; cat /proc/7584/stat 2>/dev/null | awk '{print \"utime:\", $14}' || echo \"process done\"","description":"Wait then check CPU progress","timeout":240000}
false
6ca3d0604c2bc146
null
Error: Command was cancelled before completion (timed out or aborted).
null
1,788,214,059,569
11734ffa-9c5f-4c50-943a-78ce70d69d32
BashOutput
ba215d9d35aba38e4a0cfbdfc6e0b954
{"bash_id":"bg-4f93adba"}
true
fe2443bbfbfca34c
null
null
null
1,788,214,061,765
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
2ea9735f49fb7b4c3aaa87c6bea8870d
{"command":"cat /proc/7584/stat 2>/dev/null | awk '{print \"utime_ticks:\", $14}' || echo \"process finished\"","description":"Check CPU ticks consumed"}
true
d37089616272d413
null
null
null
1,788,214,067,469
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
db03b466f89a78b2b0ce0c0ae4ad54fd
{"command":"for i in 1 2 3 4 5 6 7 8 9 10 11 12; do cat /proc/7584/stat 2>/dev/null | awk '{print \"utime:\", $14}' || { echo \"process finished\"; break; }; done","description":"Sample process state a few times","timeout":60000}
true
34d2c224ade60b5c
null
null
null
1,788,214,071,773
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Bash
2f292c8bba5b0fc0e10b058fe25bdb50
{"command":"ls -la /tmp/model_raw.bin 2>/dev/null || echo \"not saved yet\"; cat /proc/7584/status 2>/dev/null | grep -E \"VmRSS|State\"","description":"Check model file and process state"}
true
dd37ea378be546db
null
null
null
1,788,214,077,071
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
838cc22576d69e5e7c2da1a63287420f
{"command":"cat /proc/7584/wchan 2>/dev/null; echo; ls -la /proc/7584/fd 2>/dev/null | head -20; echo \"---\"; cat /proc/7584/io 2>/dev/null","description":"Inspect what the process is waiting on"}
true
bdef312c13b84284
null
null
null
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Bash
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{"command":"for t in /proc/7584/task/*; do s=$(cat $t/stat 2>/dev/null | awk '{print $3}'); u=$(cat $t/stat 2>/dev/null | awk '{print $14}'); echo \"thread $(basename $t) state=$s utime=$u\"; done","description":"Inspect thread states"}
true
9927aadee6ed6a9b
null
null
null
1,788,214,107,562
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Bash
85dafade654842755525e837c0d20557
{"command":"u1=$(awk '{print $14}' /proc/7584/stat 2>/dev/null); echo \"start ticks: $u1\"; u2=$(awk '{print $14}' /proc/7584/stat 2>/dev/null); echo \"end ticks: $u2\"; cat /proc/7584/stat | awk '{print \"state:\", $3}'","description":"Sample CPU ticks twice"}
true
106badfd967394a0
null
null
null
1,788,214,112,373
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Bash
e923a808f1e88810ccb1abe737eec255
{"command":"ls -la /proc/7584/fd 2>/dev/null | tail -15; echo \"---\"; cat /proc/7584/io 2>/dev/null | head -6; echo \"---\"; ls -la /tmp/model_raw.bin 2>/dev/null || echo \"model_raw.bin NOT saved\"","description":"Re-inspect file descriptors and model file"}
true
6a51c8925608e2f0
null
null
null
1,788,214,118,177
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
b80886bbf502967135e3293e23dafda4
{"command":"for t in /proc/7584/task/*; do s=$(cat $t/stat 2>/dev/null | awk '{print $3}'); u=$(cat $t/stat 2>/dev/null | awk '{print $14}'); echo \"thread $(basename $t) state=$s utime=$u\"; done; echo; cat /proc/loadavg","description":"Check thread states again and load"}
true
8518fb472e1c8fed
null
null
null
1,788,214,122,278
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
549f6c9effb95603bfe545e0756a501a
{"command":"cat /sys/fs/cgroup/cpu.max 2>/dev/null; cat /sys/fs/cgroup/cpu.stat 2>/dev/null; cat /sys/fs/cgroup/cpu.pressure 2>/dev/null; nproc","description":"Check cgroup CPU limits"}
true
bbe5ea656aed21ea
null
null
null
1,788,214,137,978
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
2d237b45e9d85bee8b621d2ec05f2b38
{"command":"kill 7584 2>/dev/null; sleep 1; kill -9 7584 2>/dev/null; echo killed","description":"Kill the slow training run"}
true
734c96b9d8fefe4f
null
null
null
1,788,214,139,365
11734ffa-9c5f-4c50-943a-78ce70d69d32
BashOutput
ba215d9d35aba38e4a0cfbdfc6e0b954
{"bash_id":"bg-4f93adba"}
true
fe2443bbfbfca34c
null
null
null
1,788,214,142,810
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
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{"command":"python3 /tmp/run_cmp.py A /tmp/yelp.train.txt 100 10 1000000 5 0 0","description":"Train config A: dim100 mc10 bucket1M no subwords","run_in_background":true,"timeout":1800000}
true
f39eedea9cf8380a
null
null
null
1,788,214,153,071
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
5177f44693cd9e03ec641d5bb6ebc429
{"command":"head -100000 /tmp/yelp.train.txt > /tmp/yelp.train.sample100k.txt && wc -l /tmp/yelp.train.sample100k.txt && head -20000 /tmp/yelp.train.txt > /tmp/yelp.train.sample20k.txt && wc -l /tmp/yelp.train.sample20k.txt","description":"Create retrain sample files"}
true
29f6a387d949b268
null
null
null
1,788,214,155,265
11734ffa-9c5f-4c50-943a-78ce70d69d32
BashOutput
3650f9d75236bfc40a6d080e90eefdf3
{"bash_id":"bg-0e33befc"}
true
794067dd5c04ecdb
null
null
null
1,788,214,163,459
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
bdac416cb8e8d2052516f5acaf9f07b8
{"command":"cat /proc/8096/stat 2>/dev/null | awk '{print \"utime_ticks:\", $14, \"state:\", $3}' || echo done","description":"Check config A progress"}
true
6e5abc039323b9a0
null
null
null
1,788,214,170,759
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
a077159d5e60eeaff41c5e44db43e515
{"command":"cat > /tmp/final_pipeline.py <<'EOF'\nimport fasttext, os, time, json, sys\nimport pyarrow.parquet as pq\nimport numpy as np\n\ndef evaluate(model, parquet_path='data/test-00000-of-00001.parquet'):\n pf = pq.ParquetFile(parquet_path)\n preds, trues = [], []\n for i in range(pf.n…
true
f7b2f20734837e68
null
null
null
1,788,214,172,772
11734ffa-9c5f-4c50-943a-78ce70d69d32
BashOutput
3650f9d75236bfc40a6d080e90eefdf3
{"bash_id":"bg-0e33befc"}
true
794067dd5c04ecdb
null
null
null
1,788,214,174,868
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
efaf066af74dc5fd0dbd4ab58d8a0fbc
{"command":"cat /proc/8096/stat 2>/dev/null | awk '{print \"utime_ticks:\", $14}' || echo done","description":"Check config A progress"}
true
6e5abc039323b9a0
null
null
null
1,788,214,178,063
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
757e38ffd1e4e8c26058264788116da7
{"command":"date; cat /proc/8096/stat 2>/dev/null | awk '{print \"utime_ticks:\", $14}' || echo done","description":"Check time and progress"}
true
7462ea3d1319d803
null
null
null
1,788,214,178,064
11734ffa-9c5f-4c50-943a-78ce70d69d32
true
null
{ "kinds": [ "diversity" ], "iteration": 89, "chars": 100 }
null
steering_injected
1,788,214,182,477
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
18d4f26cca95ecb38aa46a4daf1786ff
{"command":"date; cat /proc/8096/stat 2>/dev/null | awk '{print \"utime_ticks:\", $14}' || echo done; ls -la /tmp/model_A.bin 2>/dev/null || echo \"not saved\"","description":"Check time and progress"}
true
719fcaf7b0928c41
null
null
null
1,788,214,276,660
11734ffa-9c5f-4c50-943a-78ce70d69d32
Bash
1832a704cb4098ab2e5fd12069bcc1b0
{"command":"sleep 90; date; cat /proc/8096/stat 2>/dev/null | awk '{print \"utime_ticks:\", $14}' || echo done","description":"Wait 90s then check progress","timeout":120000}
true
00dad0f7718a25d1
null
null
null
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