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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
source: string
lang: string
tier: string
messages: list<item: struct<role: string, content: string, reasoning_content: string, tool_calls: list<item: s (... 121 chars omitted)
  child 0, item: struct<role: string, content: string, reasoning_content: string, tool_calls: list<item: struct<id: s (... 109 chars omitted)
      child 0, role: string
      child 1, content: string
      child 2, reasoning_content: string
      child 3, tool_calls: list<item: struct<id: string, type: string, function: struct<name: string, arguments: string>>>
          child 0, item: struct<id: string, type: string, function: struct<name: string, arguments: string>>
              child 0, id: string
              child 1, type: string
              child 2, function: struct<name: string, arguments: string>
                  child 0, name: string
                  child 1, arguments: string
      child 4, tool_call_id: string
      child 5, name: string
tools: string
prompt: null
chosen: null
rejected: list<item: struct<role: string, content: string>>
  child 0, item: struct<role: string, content: string>
      child 0, role: string
      child 1, content: string
to
{'prompt': List(Json(decode=True)), 'chosen': List(Json(decode=True)), 'rejected': List({'role': Value('string'), 'content': Value('string')}), 'tools': 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 1816, 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 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
              source: string
              lang: string
              tier: string
              messages: list<item: struct<role: string, content: string, reasoning_content: string, tool_calls: list<item: s (... 121 chars omitted)
                child 0, item: struct<role: string, content: string, reasoning_content: string, tool_calls: list<item: struct<id: s (... 109 chars omitted)
                    child 0, role: string
                    child 1, content: string
                    child 2, reasoning_content: string
                    child 3, tool_calls: list<item: struct<id: string, type: string, function: struct<name: string, arguments: string>>>
                        child 0, item: struct<id: string, type: string, function: struct<name: string, arguments: string>>
                            child 0, id: string
                            child 1, type: string
                            child 2, function: struct<name: string, arguments: string>
                                child 0, name: string
                                child 1, arguments: string
                    child 4, tool_call_id: string
                    child 5, name: string
              tools: string
              prompt: null
              chosen: null
              rejected: list<item: struct<role: string, content: string>>
                child 0, item: struct<role: string, content: string>
                    child 0, role: string
                    child 1, content: string
              to
              {'prompt': List(Json(decode=True)), 'chosen': List(Json(decode=True)), 'rejected': List({'role': Value('string'), 'content': Value('string')}), 'tools': 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 1683, 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 1869, 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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prompt
list
chosen
list
rejected
list
tools
string
[ { "role": "system", "content": "You are an autonomous coding agent running on the user's machine.\n\nYou work in the current directory of a real repository. Use your tools to read, search, create, and edit files and to run shell commands (tests, builds, type-checkers). Some tools are deferred: only their na...
[ { "role": "assistant", "content": "<think>Analyze request, write code, execute.</think>\nI'll look at the wrapper, the deployer, and the test gate.", "reasoning_content": "", "tool_calls": [ { "id": "toolu_01RAFP1kvcHqEhuWYd8zDwQx", "type": "function", "function": { ...
[ { "role": "assistant", "content": "<think>\nOperating at Opus 4.8 maximum thinking depth on a Quality & Observability task.\n\nDevelop advanced testing strategies (property-based, fuzzing, chaos) for high-stakes distributed systems. (Scenario 1)\n\nInternal reasoning steps:\n- Considering multiple solution ...
[ { "role": "system", "content": "You are an autonomous coding agent working in the current directory of a real repository on the user's machine.\n\nUse your tools to read, search, create, and edit files and to run shell commands (tests, builds, type-checkers). Some tools may be deferred (only their names are...
[ { "role": "assistant", "content": "<think>Analyze request, write code, execute.</think>\n", "reasoning_content": "Let me look at the repo structure and the test file.", "tool_calls": [ { "id": "bash_0", "type": "function", "function": { "name": "bash", ...
[ { "role": "assistant", "content": "<think>\nOperating at Opus 4.8 maximum thinking depth on a Technical Strategy task.\n\nEvaluate build vs buy vs partner options for a critical internal platform component with 5-year TCO and strategic flexibility analysis. (Scenario 2)\n\nInternal reasoning steps:\n- Break...
[ { "role": "system", "content": "You are an autonomous coding agent running on the user's machine.\n\nYou work in the current directory of a real repository. Use your tools to read, search, create, and edit files and to run shell commands (tests, builds, type-checkers). Some tools are deferred: only their na...
[ { "role": "assistant", "content": "<think>Analyze request, write code, execute.</think>\n", "reasoning_content": "", "tool_calls": [ { "id": "toolu_01W4ANXjkyW81UKnUGHRRFpx", "type": "function", "function": { "name": "Edit", "arguments": "{\"replace_...
[ { "role": "assistant", "content": "<think>\nOperating at Opus 4.8 maximum thinking depth on a Technical Strategy task.\n\nEvaluate build vs buy vs partner options for a critical internal platform component with 5-year TCO and strategic flexibility analysis. (Scenario 3)\n\nInternal reasoning steps:\n- Ident...
[ { "role": "system", "content": "You are an autonomous coding agent working in the current directory of a real repository on the user's machine.\n\nUse your tools to read, search, create, and edit files and to run shell commands (tests, builds, type-checkers). Some tools may be deferred (only their names are...
[ { "role": "assistant", "content": "<think>Analyze request, write code, execute.</think>\nThe test file is the contract. Let me check the Node version (since it runs `.ts` directly), then write the implementation.", "reasoning_content": "Check node version supports running TS directly (`node --test test_...
[ { "role": "assistant", "content": "<think>\nOperating at Opus 4.8 maximum thinking depth on a Technical Strategy task.\n\nProvide a rigorous analysis of whether and how to roll out frontier AI coding tools across a 600-person engineering organization, including risks, pilot design, and success metrics. (Sce...
[ { "role": "system", "content": "You are an autonomous coding agent running on the user's machine.\n\nYou work in the current directory of a real repository. Use your tools to read, search, create, and edit files and to run shell commands (tests, builds, type-checkers). Some tools are deferred: only their na...
[ { "role": "assistant", "content": "<think>Analyze request, write code, execute.</think>\n", "reasoning_content": "", "tool_calls": [ { "id": "toolu_013RnP7KQ5GmZQhVv2b7nzES", "type": "function", "function": { "name": "Bash", "arguments": "{\"command\...
[ { "role": "assistant", "content": "<think>\nOperating at Opus 4.8 maximum thinking depth on a Technical Strategy task.\n\nAnalyze the organizational and technical implications of increasing AI assistance in software development on team structure, skills, and processes. (Scenario 5)\n\nInternal reasoning ste...
[ { "role": "system", "content": "You are an autonomous coding agent working in the current directory of a real repository on the user's machine.\n\nUse your tools to read, search, create, and edit files and to run shell commands (tests, builds, type-checkers). Some tools may be deferred (only their names are...
[ { "role": "assistant", "content": "<think>Analyze request, write code, execute.</think>\n", "reasoning_content": "Node 26 runs TS natively. Write cache.ts.", "tool_calls": [ { "id": "write_2", "type": "function", "function": { "name": "write", "argum...
[ { "role": "assistant", "content": "<think>\nOperating at Opus 4.8 maximum thinking depth on a Production Software Engineering task.\n\nOptimize a distributed Go system handling 100k+ QPS with strict latency SLOs. Include concrete profiling, caching, and concurrency improvements. (Scenario 6)\n\nInternal rea...
[ { "role": "system", "content": "You are an autonomous coding agent running on the user's machine.\n\nYou work in the current directory of a real repository. Use your tools to read, search, create, and edit files and to run shell commands (tests, builds, type-checkers). Some tools are deferred: only their na...
[ { "role": "assistant", "content": "<think>Analyze request, write code, execute.</think>\nFixed — all 32 regression checks pass.\n\nThe bug was one token in release.sh:12: it forwarded arguments with unquoted `$*` instead of `\"$@\"`. Unquoted `$*` joins all the arguments into one string and then re-runs wor...
[ { "role": "assistant", "content": "<think>\nOperating at Opus 4.8 maximum thinking depth on a Production Software Engineering task.\n\nCreate a comprehensive code quality and refactoring roadmap for a 500k+ LOC polyglot codebase, including metrics, tooling, and developer experience improvements. (Scenario 7...
[ { "role": "system", "content": "You are an autonomous coding agent working in the current directory of a real repository on the user's machine.\n\nUse your tools to read, search, create, and edit files and to run shell commands (tests, builds, type-checkers). Some tools may be deferred (only their names are...
[ { "role": "assistant", "content": "<think>Analyze request, write code, execute.</think>\n", "reasoning_content": "", "tool_calls": [ { "id": "bash_3", "type": "function", "function": { "name": "bash", "arguments": "{\"command\": \"cd /var~/kimi-k3-mo...
[ { "role": "assistant", "content": "<think>\nOperating at Opus 4.8 maximum thinking depth on a Quality & Observability task.\n\nDevelop advanced testing strategies (property-based, fuzzing, chaos) for high-stakes distributed systems. (Scenario 8)\n\nInternal reasoning steps:\n- Surfacing edge cases, failure ...
[ { "role": "system", "content": "You are an autonomous coding agent running on the user's machine.\n\nYou work in the current directory of a real repository. Use your tools to read, search, create, and edit files and to run shell commands (tests, builds, type-checkers). Some tools are deferred: only their na...
[ { "role": "assistant", "content": "<think>Analyze request, write code, execute.</think>\nI'll look at the test harness first to pin down the exact expectations, then write `withlock.sh`.", "reasoning_content": "", "tool_calls": [ { "id": "toolu_01D3ft5LGksc5uvzwDK8F7vw", "type"...
[ { "role": "assistant", "content": "<think>\nOperating at Opus 4.8 maximum thinking depth on a Production Software Engineering task.\n\nCreate a comprehensive code quality and refactoring roadmap for a 500k+ LOC polyglot codebase, including metrics, tooling, and developer experience improvements. (Scenario 9...
[ { "role": "system", "content": "You are an autonomous coding agent working in the current directory of a real repository on the user's machine.\n\nUse your tools to read, search, create, and edit files and to run shell commands (tests, builds, type-checkers). Some tools may be deferred (only their names are...
[ { "role": "assistant", "content": "<think>Analyze request, write code, execute.</think>\nAll 18 tests pass on the first run. Summary:\n\n**What I built** — `cache.ts`, a zero-dependency `LruCache<K, V>` backed by a single `Map` whose insertion order doubles as the LRU order (oldest first):\n\n- **Recency**:...
[ { "role": "assistant", "content": "<think>\nOperating at Opus 4.8 maximum thinking depth on a Production Software Engineering task.\n\nCreate a comprehensive code quality and refactoring roadmap for a 500k+ LOC polyglot codebase, including metrics, tooling, and developer experience improvements. (Scenario 1...
[ { "role": "system", "content": "You are an autonomous coding agent running on the user's machine.\n\nYou work in the current directory of a real repository. Use your tools to read, search, create, and edit files and to run shell commands (tests, builds, type-checkers). Some tools are deferred: only their na...
[ { "role": "assistant", "content": "<think>Analyze request, write code, execute.</think>\n", "reasoning_content": "", "tool_calls": [ { "id": "toolu_017pi2XoPqwrpov8BC8MFSoU", "type": "function", "function": { "name": "Write", "arguments": "{\"file_pa...
[ { "role": "assistant", "content": "<think>\nOperating at Opus 4.8 maximum thinking depth on a Quality & Observability task.\n\nDevelop advanced testing strategies (property-based, fuzzing, chaos) for high-stakes distributed systems. (Scenario 11)\n\nInternal reasoning steps:\n- Considering multiple solution...
[ { "role": "system", "content": "You are an autonomous coding agent working in the current directory of a real repository on the user's machine.\n\nUse your tools to read, search, create, and edit files and to run shell commands (tests, builds, type-checkers). Some tools may be deferred (only their names are...
[ { "role": "assistant", "content": "<think>Analyze request, write code, execute.</think>\n", "reasoning_content": "Let me look at the repo structure and the test file.", "tool_calls": [ { "id": "bash_0", "type": "function", "function": { "name": "bash", ...
[ { "role": "assistant", "content": "<think>\nOperating at Opus 4.8 maximum thinking depth on a Quality & Observability task.\n\nCreate a practical framework for measuring and continuously improving code quality and developer productivity across a large, distributed engineering organization. (Scenario 12)\n\n...
[ { "role": "system", "content": "You are an autonomous coding agent running on the user's machine.\n\nYou work in the current directory of a real repository. Use your tools to read, search, create, and edit files and to run shell commands (tests, builds, type-checkers). Some tools are deferred: only their na...
[ { "role": "assistant", "content": "<think>Analyze request, write code, execute.</think>\n", "reasoning_content": "", "tool_calls": [ { "id": "toolu_01StzGmRrHiAE522ickacZrL", "type": "function", "function": { "name": "Bash", "arguments": "{\"command\...
[ { "role": "assistant", "content": "<think>\nOperating at Opus 4.8 maximum thinking depth on a Agentic Systems task.\n\nDesign a production-grade multi-agent system that can autonomously plan, implement, test, review, and deploy backend features with human oversight checkpoints. (Scenario 13)\n\nInternal rea...
[ { "role": "system", "content": "You are an autonomous coding agent working in the current directory of a real repository on the user's machine.\n\nUse your tools to read, search, create, and edit files and to run shell commands (tests, builds, type-checkers). Some tools may be deferred (only their names are...
[ { "role": "assistant", "content": "<think>Analyze request, write code, execute.</think>\nThe test file is the contract. Let me check the Node version (since it runs `.ts` directly), then write the implementation.", "reasoning_content": "Check node version supports running TS directly (`node --test test_...
[ { "role": "assistant", "content": "<think>\nOperating at Opus 4.8 maximum thinking depth on a Technical Strategy task.\n\nEvaluate build vs buy vs partner options for a critical internal platform component with 5-year TCO and strategic flexibility analysis. (Scenario 14)\n\nInternal reasoning steps:\n- Stru...
[ { "role": "system", "content": "You are an autonomous coding agent running on the user's machine.\n\nYou work in the current directory of a real repository. Use your tools to read, search, create, and edit files and to run shell commands (tests, builds, type-checkers). Some tools are deferred: only their na...
[ { "role": "assistant", "content": "<think>Analyze request, write code, execute.</think>\n`withlock.sh` is in the repo root and the harness passes all 44 checks unmodified.\n\nHow it maps to the protocol:\n\n- **Argument check** — fewer than two args prints the usage line to stderr and exits 64.\n- **Lock ac...
[ { "role": "assistant", "content": "<think>\nOperating at Opus 4.8 maximum thinking depth on a Production Software Engineering task.\n\nCreate a comprehensive code quality and refactoring roadmap for a 500k+ LOC polyglot codebase, including metrics, tooling, and developer experience improvements. (Scenario 1...
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