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webgym-dev
/

webgym-tool-skill-bank

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Split (1)
train
The dataset viewer is not available for this split.
Cannot load the dataset split (in streaming mode) to extract the first rows.
Error code:   StreamingRowsError
Exception:    CastError
Message:      Couldn't cast
phase: string
run_id: string
lib_tag: string
slurm_job_id: string
partial_root: string
combined_lib: string
started_at: timestamp[s]
partials: list<item: struct<shard: int64, runs_seen: int64, distill_cost: double, tool_lib_size: int64, skill_ (... 17 chars omitted)
  child 0, item: struct<shard: int64, runs_seen: int64, distill_cost: double, tool_lib_size: int64, skill_lib_size: i (... 5 chars omitted)
      child 0, shard: int64
      child 1, runs_seen: int64
      child 2, distill_cost: double
      child 3, tool_lib_size: int64
      child 4, skill_lib_size: int64
combined_before_merge: struct<tool_lib_size: int64, skill_lib_size: int64>
  child 0, tool_lib_size: int64
  child 1, skill_lib_size: int64
postprocess: struct<related_tool_fix: struct<updated: int64, created_at: timestamp[s], old_sha256: string>>
  child 0, related_tool_fix: struct<updated: int64, created_at: timestamp[s], old_sha256: string>
      child 0, updated: int64
      child 1, created_at: timestamp[s]
      child 2, old_sha256: string
skill: struct<before: int64, after: int64, actions: list<item: struct<action: string, kind: string, name: s (... 164 chars omitted)
  child 0, before: int64
  child 1, after: int64
  child 2, actions: list<item: struct<action: string, kind: string, name: string, replaces: list<item: string>, reason:  (... 35 chars omitted)
      child 0, item: struct<action: string, kind: string, name: string, replaces: list<item: string>, reason: string, gro (... 23 chars omitted)
    
...
        child 0, a: string
          child 1, b: string
          child 2, similarity: double
  child 4, cost: double
cost: double
tool: struct<before: int64, after: int64, actions: list<item: struct<action: string, kind: string, name: s (... 261 chars omitted)
  child 0, before: int64
  child 1, after: int64
  child 2, actions: list<item: struct<action: string, kind: string, name: string, replaces: list<item: string>, reason:  (... 35 chars omitted)
      child 0, item: struct<action: string, kind: string, name: string, replaces: list<item: string>, reason: string, gro (... 23 chars omitted)
          child 0, action: string
          child 1, kind: string
          child 2, name: string
          child 3, replaces: list<item: string>
              child 0, item: string
          child 4, reason: string
          child 5, group: list<item: string>
              child 0, item: string
  child 3, edges: list<item: struct<a: string, b: string, similarity: double>>
      child 0, item: struct<a: string, b: string, similarity: double>
          child 0, a: string
          child 1, b: string
          child 2, similarity: double
  child 4, cost: double
  child 5, related_tool_updates: list<item: struct<path: string, skill: string, old: string, new: string>>
      child 0, item: struct<path: string, skill: string, old: string, new: string>
          child 0, path: string
          child 1, skill: string
          child 2, old: string
          child 3, new: string
threshold: double
to
{'threshold': Value('float64'), 'tool': {'before': Value('int64'), 'after': Value('int64'), 'actions': List({'action': Value('string'), 'kind': Value('string'), 'name': Value('string'), 'replaces': List(Value('string')), 'reason': Value('string'), 'group': List(Value('string'))}), 'edges': List({'a': Value('string'), 'b': Value('string'), 'similarity': Value('float64')}), 'cost': Value('float64'), 'related_tool_updates': List({'path': Value('string'), 'skill': Value('string'), 'old': Value('string'), 'new': Value('string')})}, 'skill': {'before': Value('int64'), 'after': Value('int64'), 'actions': List({'action': Value('string'), 'kind': Value('string'), 'name': Value('string'), 'replaces': List(Value('string')), 'reason': Value('string'), 'group': List(Value('string'))}), 'edges': List({'a': Value('string'), 'b': Value('string'), 'similarity': Value('float64')}), 'cost': Value('float64')}, 'cost': Value('float64'), 'postprocess': {'related_tool_fix': {'updated': Value('int64'), 'created_at': Value('timestamp[s]'), 'old_sha256': Value('string')}}}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/utils.py", line 149, in get_rows_or_raise
                  return get_rows(
                      dataset=dataset,
                  ...<4 lines>...
                      column_names=column_names,
                  )
                File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
                  return func(*args, **kwargs)
                File "/src/services/worker/src/worker/utils.py", line 129, in get_rows
                  rows_plus_one = list(itertools.islice(safe_iter(ds, dataset=dataset), rows_max_number + 1))
                File "/src/services/worker/src/worker/utils.py", line 489, in safe_iter
                  yield from ds.decode(False) if ds.features else ds
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2818, in __iter__
                  for key, example in ex_iterable:
                                      ^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2355, in __iter__
                  for key, pa_table in self._iter_arrow():
                                       ~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2380, in _iter_arrow
                  for key, pa_table in self.ex_iterable._iter_arrow():
                                       ~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 536, in _iter_arrow
                  for key, pa_table in iterator:
                                       ^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 419, in _iter_arrow
                  for key, pa_table in self.generate_tables_fn(**gen_kwags):
                                       ~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^
                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 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              phase: string
              run_id: string
              lib_tag: string
              slurm_job_id: string
              partial_root: string
              combined_lib: string
              started_at: timestamp[s]
              partials: list<item: struct<shard: int64, runs_seen: int64, distill_cost: double, tool_lib_size: int64, skill_ (... 17 chars omitted)
                child 0, item: struct<shard: int64, runs_seen: int64, distill_cost: double, tool_lib_size: int64, skill_lib_size: i (... 5 chars omitted)
                    child 0, shard: int64
                    child 1, runs_seen: int64
                    child 2, distill_cost: double
                    child 3, tool_lib_size: int64
                    child 4, skill_lib_size: int64
              combined_before_merge: struct<tool_lib_size: int64, skill_lib_size: int64>
                child 0, tool_lib_size: int64
                child 1, skill_lib_size: int64
              postprocess: struct<related_tool_fix: struct<updated: int64, created_at: timestamp[s], old_sha256: string>>
                child 0, related_tool_fix: struct<updated: int64, created_at: timestamp[s], old_sha256: string>
                    child 0, updated: int64
                    child 1, created_at: timestamp[s]
                    child 2, old_sha256: string
              skill: struct<before: int64, after: int64, actions: list<item: struct<action: string, kind: string, name: s (... 164 chars omitted)
                child 0, before: int64
                child 1, after: int64
                child 2, actions: list<item: struct<action: string, kind: string, name: string, replaces: list<item: string>, reason:  (... 35 chars omitted)
                    child 0, item: struct<action: string, kind: string, name: string, replaces: list<item: string>, reason: string, gro (... 23 chars omitted)
                  
              ...
                      child 0, a: string
                        child 1, b: string
                        child 2, similarity: double
                child 4, cost: double
              cost: double
              tool: struct<before: int64, after: int64, actions: list<item: struct<action: string, kind: string, name: s (... 261 chars omitted)
                child 0, before: int64
                child 1, after: int64
                child 2, actions: list<item: struct<action: string, kind: string, name: string, replaces: list<item: string>, reason:  (... 35 chars omitted)
                    child 0, item: struct<action: string, kind: string, name: string, replaces: list<item: string>, reason: string, gro (... 23 chars omitted)
                        child 0, action: string
                        child 1, kind: string
                        child 2, name: string
                        child 3, replaces: list<item: string>
                            child 0, item: string
                        child 4, reason: string
                        child 5, group: list<item: string>
                            child 0, item: string
                child 3, edges: list<item: struct<a: string, b: string, similarity: double>>
                    child 0, item: struct<a: string, b: string, similarity: double>
                        child 0, a: string
                        child 1, b: string
                        child 2, similarity: double
                child 4, cost: double
                child 5, related_tool_updates: list<item: struct<path: string, skill: string, old: string, new: string>>
                    child 0, item: struct<path: string, skill: string, old: string, new: string>
                        child 0, path: string
                        child 1, skill: string
                        child 2, old: string
                        child 3, new: string
              threshold: double
              to
              {'threshold': Value('float64'), 'tool': {'before': Value('int64'), 'after': Value('int64'), 'actions': List({'action': Value('string'), 'kind': Value('string'), 'name': Value('string'), 'replaces': List(Value('string')), 'reason': Value('string'), 'group': List(Value('string'))}), 'edges': List({'a': Value('string'), 'b': Value('string'), 'similarity': Value('float64')}), 'cost': Value('float64'), 'related_tool_updates': List({'path': Value('string'), 'skill': Value('string'), 'old': Value('string'), 'new': Value('string')})}, 'skill': {'before': Value('int64'), 'after': Value('int64'), 'actions': List({'action': Value('string'), 'kind': Value('string'), 'name': Value('string'), 'replaces': List(Value('string')), 'reason': Value('string'), 'group': List(Value('string'))}), 'edges': List({'a': Value('string'), 'b': Value('string'), 'similarity': Value('float64')}), 'cost': Value('float64')}, 'cost': Value('float64'), 'postprocess': {'related_tool_fix': {'updated': Value('int64'), 'created_at': Value('timestamp[s]'), 'old_sha256': Value('string')}}}
              because column names don't match
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WebGym Tool Skill Bank

Generated WebGym tool/skill library artifact.
Source run: r4_train2000_allbench_sharded_20260809T224647Z
Merge threshold: 0.92
SHA256: 76dbe09876bed52ef4ee6692b4dd5839c3c347adb38f769c1926cc664d3a6ad5
Tools: 275 JSON entries and 275 Python scripts
Unique tool names: 267
Duplicate tool names still present: 6
Skills: 818 JSON entries
Related-tool pointer fixes applied: 41
Zip entries: 1707
Downloads last month: 33
Total file size:
3.3 MB