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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
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
detail: null
kind: string
success: bool
errorSnippet: string
ts: int64
toolName: string
approachHash: string
inputHash: string
inputSummary: string
sessionId: string
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
              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
              detail: null
              kind: string
              success: bool
              errorSnippet: string
              ts: int64
              toolName: string
              approachHash: string
              inputHash: string
              inputSummary: string
              sessionId: string
              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
1,788,288,860,805
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
8481854ffebcd2e4cb43d9612b0ef845
{"command":"sh /usr/local/lib/node_modules/nexus-cortex/node_modules/@nexus-cortex/server/.cortex/orient","description":"Orient in workspace"}
true
016cdb65002390b2
null
null
null
1,788,288,860,848
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
57e5a80d255dc506e64a619ab65ae505
{"command":"ls -la /app 2>/dev/null; echo \"---\"; ls -la / 2>/dev/null | head -40; echo \"---\"; pwd","description":"List /app and root directories"}
true
4648793002e46eee
null
null
null
1,788,288,862,751
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
ff8d4c2d7a071bc43fee428982355cff
{"command":"ls -la /app/data; echo \"---\"; find /app/data -type f | head -50; echo \"---\"; du -sh /app/data/*","description":"Explore data folder"}
true
939e824509c75202
null
null
null
1,788,288,863,083
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
f4d069917b4315b758da090880a7f915
{"command":"which fasttext; fasttext --help 2>&1 | head -5; echo \"---\"; python3 -c \"import fasttext\" 2>&1; echo \"---\"; pip list 2>/dev/null | grep -i -E \"fasttext|numpy|scikit\" ","description":"Check fasttext availability"}
false
3ed38f56f4063866
null
bash: line 1: fasttext: command not found --- Traceback (most recent call last): File "<string>", line 1, in <module> import fasttext ModuleNotFoundError: No module named 'fasttext' --- numpy
null
1,788,288,868,754
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
751cff2c2b1a8551145908ac75a44ef1
{"command":"pip list 2>/dev/null | grep -i -E \"pyarrow|pandas|polars\"; echo \"---\"; python3 -c \"import pyarrow.parquet as pq; t = pq.read_table('/app/data/train-00000-of-00001.parquet'); print(t.schema); print(t.num_rows)\" 2>&1","description":"Check parquet schema"}
true
c0fcc2a10ca229a7
null
null
null
1,788,288,872,585
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
9b64cdb17f48d6ec6e69e095df258625
{"command":"pip install fasttext 2>&1 | tail -5","description":"Install fasttext","timeout":300000}
false
ccc5db04075af991
null
[notice] To update, run: pip install --upgrade pip error: failed-wheel-build-for-install × Failed to build installable wheels for some pyproject.toml based projects ╰─> fasttext Command failed with
null
1,788,288,879,474
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
59cdcc94fd6db070b85e977ce0ff99d8
{"command":"pip install fasttext 2>&1 | grep -E \"error|Error|failed|gcc|No such\" | head -30","description":"Check fasttext install error details","timeout":300000}
false
c86b31df9874ad41
null
Building wheel for fasttext (pyproject.toml): finished with status 'error' error: subprocess-exited-with-error calls to avoid build errors in the future. RuntimeError: Unsuppor
null
1,788,288,884,672
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
6c39001a9b585a13afa19fc880d34267
{"command":"python3 -c \"\nimport pyarrow.parquet as pq\nt = pq.read_table('/app/data/train-00000-of-00001.parquet')\nimport collections\nlabels = t.column('label').to_pylist()\nprint(collections.Counter(labels))\nprint(t.column('text').to_pylist()[:3])\n\"","description":"Check label distribution a…
true
15cdb4ff07cb38c2
null
null
null
1,788,288,888,472
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
000ca8c8f0674a704a3e2478b3ddf4b6
{"command":"gcc --version 2>&1 | head -2; g++ --version 2>&1 | head -2; clang++ --version 2>&1 | head -2; echo \"---\"; which conda micromamba 2>&1; echo \"---\"; cat /etc/os-release | head -3; echo \"---\"; apt list --installed 2>/dev/null | grep -E \"gcc|g\\+\\+\" | head","description":"Check comp…
false
97e0d40efb90b8ff
null
bash: line 1: gcc: command not found bash: line 1: g++: command not found bash: line 1: clang++: command not found --- --- PRETTY_NAME="Debian GNU/Linux 12 (bookworm)" NAME="Debian GNU/Linux" VERSION_
null
1,788,288,889,195
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
f8fcb5abba0a1b6e8809fb8758d7559e
{"command":"python3 -c \"\nimport pyarrow.parquet as pq\nt = pq.read_table('/app/data/test-00000-of-00001.parquet')\nprint(t.num_rows)\nimport collections\nprint(collections.Counter(t.column('label').to_pylist()))\n\"","description":"Check test set size and labels"}
true
d7fce3a11d5b6161
null
null
null
1,788,288,916,462
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
553869b7034e660e013271a95096a4d4
{"command":"apt-get update -qq 2>&1 | tail -2 && apt-get install -y -qq g++ make 2>&1 | tail -3","description":"Install g++ compiler","timeout":300000}
true
c66ef59493d17dbe
null
null
null
1,788,288,982,046
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
98e0dca59ffd36e46e68925336858ffd
{"command":"g++ --version | head -1; pip install fasttext 2>&1 | tail -3","description":"Verify g++ and install fasttext","timeout":600000}
true
89991718d35030c6
null
null
null
1,788,288,983,542
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
ce6935ab24a0c65a996f2c9a12ae7918
{"command":"python3 -c \"import fasttext; print(fasttext.__version__)\"","description":"Verify fasttext import"}
false
93500d7f5bca6cab
null
Stderr: Traceback (most recent call last): File "<string>", line 1, in <module> import fasttext; print(fasttext.__version__) ^^^^^^^^^^^^^^^^^^^^ AttributeError: modul
null
1,788,288,994,245
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
ff6c06a88ffacc997bdee402f04f3d40
{"command":"mkdir -p /app/work && cd /app/work && python3 -c \"\nimport pyarrow.parquet as pq\nimport time\nt0=time.time()\nfor name in ['train','test']:\n t = pq.read_table(f'/app/data/{name}-00000-of-00001.parquet')\n labels = t.column('label').to_pylist()\n texts = t.column('text').to_py…
true
0cea9485bc5d8425
null
null
null
1,788,289,003,008
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
45861eb982e3eaac9c9f14845e6d512f
{"command":"cd /app/work && ls -la train.txt test.txt && wc -l train.txt test.txt","description":"Check converted file sizes"}
true
b51b4fbd918a43d9
null
null
null
1,788,289,005,022
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
798c7b2755dc2b91ceffef97c1a97a98
{"command":"cd /app/work && nohup python3 -c \"\nimport fasttext\nm = fasttext.train_supervised(\n input='/app/work/train.txt',\n lr=0.5, dim=50, epoch=10, wordNgrams=2,\n minn=3, maxn=6, bucket=300000, thread=8, verbose=2,\n)\nm.save_model('/app/work/model_v1.bin')\n\" > /app/work/train_v1…
true
2985d06362440629
null
null
null
1,788,289,041,044
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
3a04841c0c7b101d3a5e15ae9a3965d2
{"command":"pkill -f \"train_v1\" ; sleep 1; cd /app/work && python3 -c \"\nimport pyarrow.parquet as pq\nfor name in ['train','test']:\n t = pq.read_table(f'/app/data/{name}-00000-of-00001.parquet')\n labels = t.column('label').to_pylist()\n texts = t.column('text').to_pylist()\n out = …
false
c4c6fbd5c2dc1fb9
null
train done test done Stderr: bash: line 1: pkill: command not found
null
1,788,289,042,749
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
dffc279db792a325b1be40070ace7afa
{"command":"ps aux | grep -E \"python3 -c|fasttext\" | grep -v grep | head; echo \"---\"; ls -la /app/work/","description":"Check if old training still running"}
false
51096c37e6aa6c22
null
--- total 959712 drwxrwxrwx 2 root root 4096 Sep 1 18:57 . drwxr-xr-x 1 root root 4096 Sep 1 18:56 .. -rw-rw-rw- 1 root root 7537775 Sep 1 18:56 test.txt -rw-rw-rw- 1 root root 753777
null
1,788,289,045,053
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
003e1f92eb7b4d88c658ddb64effc051
{"command":"tail -5 /app/work/train_v1.log; echo \"---\"; ls -la /app/work/*.bin 2>/dev/null; echo \"---\"; cat /proc/loadavg","description":"Check v1 log and load"}
true
3e9484a2d30f1cee
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null
null
1,788,289,051,561
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
437e0a24a0d77bbd2e35abf2c2bdda48
{"command":"for pid in /proc/[0-9]*; do\n cmd=$(tr '\\0' ' ' < \"$pid/cmdline\" 2>/dev/null)\n if echo \"$cmd\" | grep -q \"train_v1\"; then\n echo \"killing $pid : $cmd\"\n kill -9 \"${pid#/proc/}\"\n fi\ndone; sleep 2; echo \"done\"; cat /proc/loadavg","description":"Find and kill v1 trai…
true
16cf5d1184619d13
null
null
null
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195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
1dbed514e7ee602db826160bbf477622
{"command":"cat /proc/loadavg; echo \"---\"; for pid in /proc/[0-9]*; do cmd=$(tr '\\0' ' ' < \"$pid/cmdline\" 2>/dev/null); case \"$cmd\" in *python*|*fasttext*) echo \"$pid : ${cmd:0:120}\";; esac; done","description":"Check for remaining python processes"}
true
b486d170ae755f77
null
null
null
1,788,289,058,669
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
8982ff5dfa02d3421995595ef768d441
{"command":"kill -9 7297 2>/dev/null; sleep 2; for pid in /proc/[0-9]*; do cmd=$(tr '\\0' ' ' < \"$pid/cmdline\" 2>/dev/null); case \"$cmd\" in *train_supervised*) echo \"still running: $pid\";; esac; done; echo \"checked\"; cat /proc/loadavg","description":"Kill orphaned python training"}
true
2f72f6ab77c129ef
null
null
null
1,788,289,060,832
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
3fb1d3aff6564e0e1a69fbe889d489aa
{"command":"for pid in /proc/[0-9]*; do cmd=$(tr '\\0' ' ' < \"$pid/cmdline\" 2>/dev/null); case \"$cmd\" in python3*fasttext*|*\"/app/work/train.txt\"*) echo \"$pid : ${cmd:0:100}\";; esac; done; echo \"---done---\"","description":"Verify no python training left"}
true
42c5712797a04741
null
null
null
1,788,289,076,460
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
659998ccc18c30999c0f736a10a7a46b
{"command":"free -m; echo \"---\"; nproc; echo \"---\"; df -h /app /tmp","description":"Check memory, CPU, disk"}
false
5209fce0e7bc5209
null
--- 4 --- Filesystem Size Used Avail Use% Mounted on overlay 18G 5.6G 13G 31% / overlay 18G 5.6G 13G 31% / Stderr: bash: line 1: free: command not found
null
1,788,289,078,133
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
6095558436b84b8df463b9475fdee1b4
{"command":"cat /proc/meminfo | head -3; echo \"---\"; nproc; echo \"---\"; python3 -c \"import os; print('cpu count', os.cpu_count())\"","description":"Check memory and CPU count"}
true
7746264ef108b322
null
null
null
1,788,289,142,805
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
919c56da56a42c17f1022154d9d56365
{"command":"cd /app/work && python3 -c \"\nimport collections\nc = collections.Counter()\nwith open('train_l04.txt', encoding='utf-8') as f:\n for i, line in enumerate(f):\n toks = line.split()\n # skip __label__ token\n for t in toks[1:]:\n c[t] += 1\n if i…
true
dd844083755a1f32
null
null
null
1,788,289,162,505
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
e5be08bb54e76bc53b0dc0c020a6ccaa
{"command":"cd /app/work && nohup python3 -c \"\nimport fasttext, time\nt0=time.time()\nm = fasttext.train_supervised(\n input='/app/work/train_l04.txt',\n lr=0.5, dim=50, epoch=10, wordNgrams=2,\n minn=3, maxn=6, bucket=2000000, minCount=1, thread=8, verbose=2,\n)\nm.save_model('/app/work/…
true
a11319e2acf11446
null
null
null
1,788,289,165,980
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
e1a37506de07f9b28636c35ac5878926
{"command":"cat /usr/local/lib/node_modules/nexus-cortex/node_modules/@nexus-cortex/server/.cortex/skills/verify-work/SKILL.md 2>/dev/null | head -60","description":"Read verify-work skill"}
true
32bfc3d6284c27b7
null
null
null
1,788,289,165,990
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
37cf1793a28d4d45574cfd712cc688f3
{"command":"cd /app/work && cat > eval.py << 'EOF'\nimport sys, time\nimport fasttext\n\ndef evaluate(model_path, test_path, k=1):\n t0 = time.time()\n m = fasttext.load_model(model_path)\n n = 0; correct = 0\n with open(test_path, encoding='utf-8') as f:\n for line in f:\n …
true
89ac0acd5400fe93
null
null
null
1,788,289,263,758
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
acfa08b358d144810086cb0de87f42e1
{"command":"sleep 90; tail -c 3000 /app/work/train_full.log | tr '\\r' '\\n' | tail -8","description":"Check training log progress","timeout":120000}
true
ad4b7b146428a84b
null
null
null
1,788,289,263,849
195adafa-8d01-4dac-ab12-aa79fe504b89
true
null
{ "kinds": [ "diversity" ], "iteration": 24, "chars": 100 }
null
steering_injected
1,788,289,268,647
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
fc99517ad8be277c11e7d241b95db277
{"command":"python3 -c \"\nimport fasttext, inspect\nprint(inspect.signature(fasttext.train_supervised))\nprint()\nprint(inspect.signature(fasttext.FastText.quantize))\n\"","description":"Check fasttext API signatures"}
false
f3984ae035776049
null
(*kargs, **kwargs) Stderr: Traceback (most recent call last): File "<string>", line 5, in <module> print(inspect.signature(fasttext.FastText.quantize)) ^^^^^^^^^^^^
null
1,788,289,272,061
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
aab7c1ede484a6e14e0a2300480b2a86
{"command":"python3 -c \"\nimport fasttext\nm = fasttext.FastText()\nprint([x for x in dir(m) if not x.startswith('_')])\n\"","description":"Inspect FastText object methods"}
false
a33d804dd712a839
null
Stderr: Traceback (most recent call last): File "<string>", line 3, in <module> m = fasttext.FastText() TypeError: 'module' object is not callable Command failed with exit code 1
null
1,788,289,276,646
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
ede5f9aab56ead3e4d9323af533fd1ab
{"command":"python3 -c \"\nimport fasttext\nprint(fasttext.__file__)\nprint(type(fasttext.FastText))\nimport fasttext.FastText as ft\nprint([x for x in dir(ft) if not x.startswith('_')])\n\"","description":"Inspect fasttext package structure"}
true
3ca2f3a7097267c1
null
null
null
1,788,289,282,050
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
8ca75ba01b2dcfb0d10654d88a09667b
{"command":"python3 -c \"\nimport fasttext.FastText as ft\nprint(ft.fasttext)\nprint(type(ft.fasttext))\nprint([x for x in dir(ft.fasttext) if 'quant' in x.lower() or 'save' in x.lower() or 'predict' in x.lower()])\nm = ft.fasttext.load_model('/app/work/model_full.bin')\nprint(type(m))\nprint([x for…
false
85a5a7a90e4ae346
null
<module 'fasttext_pybind' from '/usr/local/lib/python3.13/site-packages/fasttext_pybind.cpython-313-x86_64-linux-gnu.so'> <class 'module'> [] Stderr: Traceback (most recent call last): File "<strin
null
1,788,289,289,848
195adafa-8d01-4dac-ab12-aa79fe504b89
AskForAdvice
true
null
{ "tag": "mentor_episode", "rung": "reframe", "turn": 0, "helperModel": "deepseek-v4-flash", "question": null, "hint": "You're overcomplicating the API inspection. The error `TypeError: 'module' object is not callable` shows you're calling `fasttext.FastText()` as a constructor, but in this version `fasttex...
null
mentor_consult
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Bash
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{"command":"python3 -c \"\nimport fasttext_pybind as fp\nprint([x for x in dir(fp) if not x.startswith('_')])\nprint()\nimport inspect\nprint(inspect.signature(fp.train_supervised))\n\"","description":"Inspect fasttext_pybind API"}
false
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null
['DenseMatrix', 'Meter', 'Vector', 'args', 'cbow', 'f1score', 'f1scoreLabel', 'fasttext', 'hs', 'loss_name', 'metric_name', 'model_name', 'ns', 'ova', 'precisionAtRecall', 'precisionAtRecallLabel', 'r
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Bash
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{"command":"cat /usr/local/lib/python3.13/site-packages/fasttext/__init__.py; echo \"==== FastText.py ====\"; sed -n '1,80p' /usr/local/lib/python3.13/site-packages/fasttext/FastText.py","description":"Read fasttext wrapper source"}
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Bash
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{"command":"grep -n \"def train_supervised\\|def quantize\\|class FastText\\|def load_model\\|_FastText(\" /usr/local/lib/python3.13/site-packages/fasttext/FastText.py | head -20","description":"Find key functions in FastText.py"}
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Bash
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{"command":"sed -n '333,443p' /usr/local/lib/python3.13/site-packages/fasttext/FastText.py","description":"Read quantize implementation"}
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Bash
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{"command":"sleep 240; tail -c 1500 /app/work/train_full.log | tr '\\r' '\\n' | tail -3; echo; ls -la /app/work/*.bin 2>/dev/null","description":"Check training progress","timeout":300000}
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Error: Command was cancelled before completion (timed out or aborted).
null
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AskForAdvice
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null
{ "tag": "mentor_episode", "rung": "interview", "turn": 0, "helperModel": "deepseek-v4-flash", "question": null, "hint": "**Diagnostic Check — pick the one that matches your current blocker:**\n\n1. **API import confusion**: You tried `import fasttext.FastText as ft` and `fasttext.FastText()` — both failed ...
null
mentor_consult
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Bash
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Bash
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Error: Command was cancelled before completion (timed out or aborted).
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Bash
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Bash
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{"command":"sleep 500; tail -c 800 /app/work/train_full.log | tr '\\r' '\\n' | tail -2","description":"Wait 8min and check progress","timeout":540000}
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null
Error: Command was cancelled before completion (timed out or aborted).
null
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Bash
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{"command":"tail -c 800 /app/work/train_full.log | tr '\\r' '\\n' | tail -2; ls -la /app/work/*.bin 2>/dev/null","description":"Check training progress"}
false
00f38ba692b948c6
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Progress: 17.9% words/sec/thread: 38541 lr: 0.410686 avg.loss: 1.013452 ETA: 0h39m16s Progress: 17.9% words/sec/thread: 38541 lr: 0.410667 avg.loss: 1.013544 ETA: 0h39m16s Command failed
null
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Bash
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{"command":"cd /app/work && cat > finalize.py << 'EOF'\nimport os, sys, time, shutil\nimport fasttext\n\nTEST = '/app/work/test_l04.txt'\nTRAIN = '/app/work/train_l04.txt'\nFULL = '/app/work/model_full.bin'\n\ndef acc(model, test=TEST, k=1):\n n = correct = 0\n with open(test, encoding='utf-8'…
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Bash
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{"command":"tail -c 600 /app/work/train_full.log | tr '\\r' '\\n' | tail -1","description":"Check training progress"}
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SearchTools
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Bash
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{"command":"while ! grep -q \"TRAINED in\" /app/work/train_full.log 2>/dev/null; do sleep 20; done; echo \"TRAINING DONE\"; tail -c 400 /app/work/train_full.log | tr '\\r' '\\n' | tail -3; ls -la /app/work/*.bin","description":"Monitor training completion in background","run_in_background":true}
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Bash
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{"command":"python3 -c \"\nimport pyarrow.parquet as pq\nmd = pq.read_table('/app/data/train-00000-of-00001.parquet').schema.metadata\nimport json\ninfo = json.loads(md[b'huggingface'])\nprint(json.dumps(info['info']['features'], indent=1)[:600])\n\"","description":"Check HF schema metadata for labe…
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6915ce9af667a54e
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BashOutput
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Bash
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Bash
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{"command":"cd /app/work && head -30000 train_l04.txt > tiny_train.txt && head -2000 test_l04.txt > tiny_test.txt && timeout 300 python3 -c \"\nimport fasttext, os, time\nm = fasttext.train_supervised(input='/app/work/tiny_train.txt', lr=0.5, dim=20, epoch=3, wordNgrams=2, minn=3, maxn=6, bucket=500…
false
028325cb6535e35b
null
return labels, np.array(probs, copy=False) ~~~~~~~~^^^^^^^^^^^^^^^^^^^ ValueError: Unable to avoid copy while creating an array as requested. If using `np.array(obj, copy=False)
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Bash
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{"command":"grep -n \"copy=False\" /usr/local/lib/python3.13/site-packages/fasttext/FastText.py","description":"Find copy=False occurrences in wrapper"}
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Bash
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{"command":"python3 - << 'EOF'\npath = '/usr/local/lib/python3.13/site-packages/fasttext/FastText.py'\nwith open(path) as f:\n src = f.read()\nsrc = src.replace('np.array(y_scores, copy=False), np.array(y_true, copy=False)',\n 'np.array(y_scores, copy=None), np.array(y_true, copy…
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Bash
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{"command":"cd /app/work && timeout 300 python3 -c \"\nimport fasttext, os, time\nm = fasttext.load_model('/app/work/tiny.bin')\nn=c=0\nwith open('/app/work/tiny_test.txt', encoding='utf-8') as f:\n for line in f:\n lab, txt = line.rstrip('\\n').split(' ',1)\n pred = m.predict(txt)[…
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Error: Command was cancelled before completion (timed out or aborted).
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Bash
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{"command":"cd /app/work && python3 -c \"\nimport fasttext, os, time\nm = fasttext.load_model('/app/work/tiny.bin')\nn=c=0\nwith open('/app/work/tiny_test.txt', encoding='utf-8') as f:\n for line in f:\n lab, txt = line.rstrip('\\n').split(' ',1)\n pred = m.predict(txt)[0][0]\n …
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Bash
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Bash
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{"command":"sleep 60; tail -c 200 /app/work/train_full.log | tr '\\r' '\\n' | tail -1; echo \"=== smoke ===\"","description":"Brief pause then check training","timeout":90000}
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Bash
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Error: Command was cancelled before completion (timed out or aborted).
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Bash
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{"command":"cd /app/work && cat > verify_final.py << 'EOF'\nimport os, sys, fasttext\n\npath = '/app/model.bin'\ntest = '/app/work/test_l04.txt'\nsize = os.path.getsize(path)\nprint(f'model: {path} size: {size/1e6:.2f} MB (<150MB: {size < 150e6})')\nm = fasttext.load_model(path)\nprint('labels:', …
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Bash
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steering_injected
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Bash
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Bash
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Bash
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Bash
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{"command":"grep -E \"Number of words|Number of labels|Read .* words\" /app/work/train_full.log | tail -3","description":"Check dictionary size info"}
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Bash
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Bash
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{"command":"cd /app/work && cat > finalize.py << 'EOF'\nimport os, time, shutil\nimport fasttext\n\nTEST = '/app/work/test_l04.txt'\nTRAIN = '/app/work/train_l04.txt'\nFULL = '/app/work/model_full.bin'\nTARGET_ACC = 0.62\nTARGET_SIZE = 150e6\n\ndef acc(model, test=TEST, k=1):\n n = correct = 0\n …
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Bash
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Bash
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Bash
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Bash
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Bash
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Bash
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Bash
8e34bcf91157097298f8d0d5aa83359a
{"command":"sleep 95; tail -c 200 /app/work/train_full.log | tr '\\r' '\\n' | tail -1","description":"Wait then check training","timeout":120000}
true
eb527a1c081b335d
null
null
null
1,788,290,659,545
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
8e34bcf91157097298f8d0d5aa83359a
{"command":"sleep 95; tail -c 200 /app/work/train_full.log | tr '\\r' '\\n' | tail -1","description":"Wait then check training","timeout":120000}
true
eb527a1c081b335d
null
null
null
1,788,290,757,557
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
8e34bcf91157097298f8d0d5aa83359a
{"command":"sleep 95; tail -c 200 /app/work/train_full.log | tr '\\r' '\\n' | tail -1","description":"Wait then check training","timeout":120000}
true
eb527a1c081b335d
null
null
null
1,788,290,855,057
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
8e34bcf91157097298f8d0d5aa83359a
{"command":"sleep 95; tail -c 200 /app/work/train_full.log | tr '\\r' '\\n' | tail -1","description":"Wait then check training","timeout":120000}
true
eb527a1c081b335d
null
null
null
1,788,290,855,059
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
true
null
{ "rung": "remind", "count": 4, "approachHash": "eb527a1c081b335d" }
null
loop_escalation
1,788,290,855,060
195adafa-8d01-4dac-ab12-aa79fe504b89
true
null
{ "kinds": [ "ladder" ], "iteration": 84, "chars": 307 }
null
steering_injected
1,788,290,867,957
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
0e6a8360833bc5f880c1086969240203
{"command":"cd /app/work && python3 -c \"\n# Validate eval.py accuracy function matches fasttext's internal test evaluation\nimport fasttext\nm = fasttext.load_model('/app/work/tiny.bin')\nres = m.test('/app/work/tiny_test.txt', k=1)\nprint('fasttext internal test(): precision@1 =', res.precision, '…
false
d5fb52f4da89ea10
null
Stderr: Traceback (most recent call last): File "<string>", line 6, in <module> print('fasttext internal test(): precision@1 =', res.precision, 'examples =', res.nexamples)
null
1,788,290,875,260
195adafa-8d01-4dac-ab12-aa79fe504b89
Bash
78c101ea56087af0414490675ae19626
{"command":"cd /app/work && python3 -c \"\nimport fasttext\nm = fasttext.load_model('/app/work/tiny.bin')\nres = m.test('/app/work/tiny_test.txt', k=1)\nprint('test() returns:', res)\n\"","description":"Inspect fasttext test() return value"}
true
a27eb3b0937e4ce9
null
null
null
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