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bool
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dict
strong-sft
drift_coladd_f617de8719cb1351
movie
driftsql/p6/general/compound/add_column/must_ask
add_column
hard
compound
must_ask
silent_result_mismatch
submitted
SELECT * FROM "movie" AS lhs CROSS JOIN "actor" AS rhs ORDER BY lhs.rowid, rhs.rowid LIMIT 17 OFFSET 1
true
false
[ "execute_sql", "submit_solution" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 2, "new_tokens": 127, "prompt_tokens": 3076, "sql_executions": 1, "tool_calls": 2 }
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{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "compound_recovery", "wrong_submit" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": true, "subtypes": [ "required_ask_omitted" ] }, "post_diff": { ...
strong-sft
drift_coladd_fa946322feafe2f2
polar
driftsql/p6/general/atomic/add_column/must_ask
add_column
easy
atomic
must_ask
silent_result_mismatch
submitted
SELECT * FROM "chassisandvehicle" ORDER BY rowid LIMIT 10 OFFSET 0
true
false
[ "execute_sql", "submit_solution" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 2, "new_tokens": 106, "prompt_tokens": 2604, "sql_executions": 1, "tool_calls": 2 }
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{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "wrong_submit" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": true, "subtypes": [ "required_ask_omitted" ] }, "post_diff": { "actual_next_tool": n...
strong-sft
drift_coladd_fa946322feafe2f2
polar
driftsql/p6/general/atomic/add_column/must_ask
add_column
easy
atomic
must_ask
silent_result_mismatch
submitted
SELECT * FROM "chassisandvehicle" ORDER BY rowid LIMIT 10 OFFSET 0
true
false
[ "execute_sql", "submit_solution" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 2, "new_tokens": 105, "prompt_tokens": 2604, "sql_executions": 1, "tool_calls": 2 }
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{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "wrong_submit" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": true, "subtypes": [ "required_ask_omitted" ] }, "post_diff": { "actual_next_tool": n...
strong-sft
drift_coladd_fa946322feafe2f2
polar
driftsql/p6/general/atomic/add_column/must_ask
add_column
easy
atomic
must_ask
silent_result_mismatch
submitted
SELECT * FROM "chassisandvehicle" ORDER BY rowid LIMIT 10 OFFSET 0
true
false
[ "execute_sql", "submit_solution" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 2, "new_tokens": 105, "prompt_tokens": 2604, "sql_executions": 1, "tool_calls": 2 }
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{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "wrong_submit" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": true, "subtypes": [ "required_ask_omitted" ] }, "post_diff": { "actual_next_tool": n...
strong-sft
drift_coladd_fa946322feafe2f2
polar
driftsql/p6/general/atomic/add_column/must_ask
add_column
easy
atomic
must_ask
silent_result_mismatch
submitted
SELECT * FROM "chassisandvehicle" ORDER BY rowid LIMIT 10 OFFSET 0
true
false
[ "execute_sql", "submit_solution" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 2, "new_tokens": 105, "prompt_tokens": 2604, "sql_executions": 1, "tool_calls": 2 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "wrong_submit" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": true, "subtypes": [ "required_ask_omitted" ] }, "post_diff": { "actual_next_tool": n...
strong-sft
drift_coladd_fa946322feafe2f2
polar
driftsql/p6/general/atomic/add_column/must_ask
add_column
easy
atomic
must_ask
silent_result_mismatch
submitted
SELECT * FROM "chassisandvehicle" ORDER BY rowid LIMIT 10 OFFSET 0
true
false
[ "execute_sql", "submit_solution" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 2, "new_tokens": 112, "prompt_tokens": 2608, "sql_executions": 1, "tool_calls": 2 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "wrong_submit" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": true, "subtypes": [ "required_ask_omitted" ] }, "post_diff": { "actual_next_tool": n...
strong-sft
drift_coladd_ff3ba619f4dbad44
regional_sales
driftsql/p6/general/atomic/add_column/must_ask
add_column
easy
atomic
must_ask
silent_result_mismatch
submitted
SELECT src.* FROM "Regions" AS src ORDER BY src.rowid LIMIT 11 OFFSET 1
true
false
[ "execute_sql", "submit_solution" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 2, "new_tokens": 108, "prompt_tokens": 1964, "sql_executions": 1, "tool_calls": 2 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "wrong_submit" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": true, "subtypes": [ "required_ask_omitted" ] }, "post_diff": { "actual_next_tool": n...
strong-sft
drift_coladd_ff3ba619f4dbad44
regional_sales
driftsql/p6/general/atomic/add_column/must_ask
add_column
easy
atomic
must_ask
silent_result_mismatch
submitted
SELECT src.* FROM "Regions" AS src ORDER BY src.rowid LIMIT 11 OFFSET 1
true
false
[ "execute_sql", "submit_solution" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 2, "new_tokens": 107, "prompt_tokens": 1965, "sql_executions": 1, "tool_calls": 2 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "wrong_submit" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": true, "subtypes": [ "required_ask_omitted" ] }, "post_diff": { "actual_next_tool": n...
strong-sft
drift_coladd_ff3ba619f4dbad44
regional_sales
driftsql/p6/general/atomic/add_column/must_ask
add_column
easy
atomic
must_ask
silent_result_mismatch
submitted
SELECT src.* FROM "Regions" AS src ORDER BY src.rowid LIMIT 11 OFFSET 1
true
false
[ "execute_sql", "submit_solution" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 2, "new_tokens": 107, "prompt_tokens": 1964, "sql_executions": 1, "tool_calls": 2 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "wrong_submit" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": true, "subtypes": [ "required_ask_omitted" ] }, "post_diff": { "actual_next_tool": n...
strong-sft
drift_colrename_0bedcd90209f60ed
car_retails
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "get_schema_diff", "get_schema", "get_table_schema", "get_table_schema", "get_table_schema" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 388, "prompt_tokens": 9047, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "get_schema_diff", "get_table_schema" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": true, ...
strong-sft
drift_colrename_0bedcd90209f60ed
car_retails
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "get_schema", "get_db_version" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 331, "prompt_tokens": 8758, "sql_executions": 1, "tool_calls": 7 }
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{ "classification": { "invalid_tools": [ "get_db_version" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "as...
strong-sft
drift_colrename_20431e41fc440999
beer_factory
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "execute_repaired_sql", "submit_sql", "submit_sql" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 441, "prompt_tokens": 8478, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "execute_repaired_sql", "submit_sql" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, ...
strong-sft
drift_colrename_2075457930b0533d
shakespeare
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
easy
atomic
must_ask
explicit_schema_error
invalid_output
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 6, "new_tokens": 287, "prompt_tokens": 7295, "sql_executions": 1, "tool_calls": 6 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff": { "actual_nex...
strong-sft
drift_colrename_44e82165875c4993
human_resources
driftsql/p6/general/atomic/rename_column/schema_only
rename_column
medium
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "ask_user", "get_knowledge_definition", "execute_sql" ]
false
{ "duplicate_executions": 2, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 364, "prompt_tokens": 8500, "sql_executions": 3, "tool_calls": 7 }
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{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ "unnecessary_ask" ] }, "post_diff": { ...
strong-sft
drift_colrename_4bbcba8d8a59f5ed
movie_3
driftsql/p6/general/atomic/rename_column/schema_only
rename_column
hard
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "ask_user", "get_knowledge_definition", "get_schema" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 375, "prompt_tokens": 9050, "sql_executions": 2, "tool_calls": 7 }
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{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ "unnecessary_ask" ] }, "post_diff": { ...
strong-sft
drift_colrename_5a70059d558576f9
law_episode
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
easy
atomic
must_ask
explicit_schema_error
invalid_output
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 240, "prompt_tokens": 5691, "sql_executions": 1, "tool_calls": 5 }
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{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff": { "actual_nex...
strong-sft
drift_colrename_5b470b8f20d8ecc5
retail_world
driftsql/p6/general/atomic/rename_column/schema_only
rename_column
easy
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "execute_sql", "inspect_schema_version", "ask_user", "get_knowledge_definition", "execute_sql" ]
false
{ "duplicate_executions": 2, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 461, "prompt_tokens": 9930, "sql_executions": 3, "tool_calls": 7 }
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{ "classification": { "invalid_tools": [ "inspect_schema_version" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ ...
strong-sft
drift_colrename_6b017d0c6b0bd577
regional_sales
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "get_schema" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 405, "prompt_tokens": 8460, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff":...
strong-sft
drift_colrename_6b017d0c6b0bd577
regional_sales
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "ask_knowledge", "ask_knowledge", "ask_knowledge" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 436, "prompt_tokens": 8262, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "ask_knowledge" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "ask...
strong-sft
drift_colrename_6b017d0c6b0bd577
regional_sales
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
easy
atomic
must_ask
explicit_schema_error
invalid_output
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 6, "new_tokens": 342, "prompt_tokens": 7001, "sql_executions": 1, "tool_calls": 6 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff": { "actual_nex...
strong-sft
drift_colrename_6ef0a3526ba3a42b
cookbook
driftsql/p6/general/atomic/rename_column/schema_only
rename_column
easy
atomic
schema_only
explicit_schema_error
invalid_output
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "ask_user", "" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 388, "prompt_tokens": 9436, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ "unnecessary_ask" ] }, "post_diff": { "actual_next_tool": ...
strong-sft
drift_colrename_6fe3745395e3c9a4
mondial_geo
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
medium
atomic
must_ask
explicit_schema_error
submitted
SELECT SUM(CASE WHEN Area <= 300 THEN 1 ELSE 0 END) * 100 / COUNT(*) FROM island WHERE Group = 'Lesser Antilles' AND (Type != 'volcanic' OR Type IS NULL)
false
false
OperationalError: near "Group": syntax error
[ "execute_sql", "ask_user", "get_knowledge_definition", "submit_solution" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 4, "new_tokens": 216, "prompt_tokens": 3952, "sql_executions": 1, "tool_calls": 4 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "wrong_submit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff...
strong-sft
drift_colrename_6fe3745395e3c9a4
mondial_geo
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
medium
atomic
must_ask
explicit_schema_error
invalid_output
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 245, "prompt_tokens": 5676, "sql_executions": 1, "tool_calls": 5 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff": { "actual_nex...
strong-sft
drift_colrename_84bb55f87cb8ec76
superstore
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
hard
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "get_schema" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 531, "prompt_tokens": 9120, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff":...
strong-sft
drift_colrename_84bb55f87cb8ec76
superstore
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
hard
atomic
must_ask
explicit_schema_error
submitted
SELECT SUM((T1.Sales / (1 - T1.Discount)) * T1.Quantity - T1.Profit) AS cost FROM east_superstore AS T1 INNER JOIN people AS T2 ON T1.Client_ID = T2.Client_ID INNER JOIN product AS T3 ON T1.Product_ID = T3.Product_ID AND T1.Region = T3.Region WHERE T1.Region = 'East' AND T2.Customer_Name = 'Brad Thomas' AND strftime('%...
false
false
OperationalError: no such column: T2.Customer_Name
[ "execute_sql", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "ask_USER", "ask_USER", "submit_solution" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 515, "prompt_tokens": 9231, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "ask_USER" ], "labels": [ "must_ask_error", "wrong_submit", "invalid_tool_alias", "execution_failure" ], "must_ask": { "aliases": [ "ask_USER" ], "exact_ask_count": 1, "required": true, "su...
strong-sft
drift_colrename_8e979ab3487fb314
video_games
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
hard
atomic
must_ask
explicit_schema_error
invalid_output
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 274, "prompt_tokens": 6070, "sql_executions": 1, "tool_calls": 5 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff": { "actual_nex...
strong-sft
drift_colrename_94a04b4273871f29
mondial_geo
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
medium
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "get_schema" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 337, "prompt_tokens": 8162, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff":...
strong-sft
drift_colrename_97f49a4f7784b842
lego
driftsql/p6/general/atomic/rename_column/schema_only
rename_column
easy
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "ask_user", "get_knowledge_definition" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 435, "prompt_tokens": 9250, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ "unnecessary_ask" ] }, "post_diff": { ...
strong-sft
drift_colrename_9ee3fc8ef0fb5a14
european_football_1
driftsql/p6/general/atomic/rename_column/schema_only
rename_column
easy
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "ask_user", "get_knowledge_definition" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 371, "prompt_tokens": 9104, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ "unnecessary_ask" ] }, "post_diff": { ...
strong-sft
drift_colrename_a3468132c89a0151
simpson_episodes
driftsql/p6/general/atomic/rename_column/schema_only
rename_column
easy
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "execute_sql", "get_schema_version", "inspect_schema_version", "ask_user", "get_knowledge_definition" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 360, "prompt_tokens": 9547, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_version" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ ...
strong-sft
drift_colrename_a6da8420996c940d
regional_sales
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
hard
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "inspect_schema", "execute_sql" ]
false
{ "duplicate_executions": 2, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 445, "prompt_tokens": 8385, "sql_executions": 3, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "as...
strong-sft
drift_colrename_a6da8420996c940d
regional_sales
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
hard
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "get_schema" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 407, "prompt_tokens": 8160, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff":...
strong-sft
drift_colrename_b13ab07169183a52
hockey
driftsql/p6/general/atomic/rename_column/schema_only
rename_column
medium
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema_history", "ask_user" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 356, "prompt_tokens": 9487, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_history" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ ...
strong-sft
drift_colrename_b93f9d8aef86719d
cookbook
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
easy
atomic
must_ask
explicit_schema_error
invalid_output
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 6, "new_tokens": 279, "prompt_tokens": 7069, "sql_executions": 1, "tool_calls": 6 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff": { "actual_nex...
strong-sft
drift_colrename_b98916ecbed53c1f
hockey
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
medium
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "get_schema", "get_current_version", "get_current_version", "get_current_version", "get_current_version" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 341, "prompt_tokens": 9693, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "get_current_version" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": true, "subtypes": [ ...
strong-sft
drift_colrename_bfeb5bc379f5db42
books
driftsql/p6/general/atomic/rename_column/schema_only
rename_column
easy
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema", "ask_user" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 374, "prompt_tokens": 9387, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ "u...
strong-sft
drift_colrename_cc13a332eced4565
alien
driftsql/p6/general/atomic/rename_column/schema_only
rename_column
easy
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "ask_user", "get_knowledge_definition" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 378, "prompt_tokens": 9226, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ "unnecessary_ask" ] }, "post_diff": { ...
strong-sft
drift_colrename_e3216b39f9457718
mondial_geo
driftsql/p6/general/atomic/rename_column/schema_only
rename_column
easy
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "ask_user", "ask_question" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 424, "prompt_tokens": 9442, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "ask_question" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ "unn...
strong-sft
drift_colrename_f0663a4bebbf2446
restaurant
driftsql/p6/general/atomic/rename_column/schema_only
rename_column
easy
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "execute_sql", "inspect_schema", "execute_sql", "ask_user", "get_knowledge_definition" ]
false
{ "duplicate_executions": 2, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 323, "prompt_tokens": 8632, "sql_executions": 3, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ "u...
strong-sft
drift_colrename_f367e4c261836e5d
superstore
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "get_schema" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 435, "prompt_tokens": 8544, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff":...
strong-sft
drift_colrename_f367e4c261836e5d
superstore
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "inspect_schema_version_diff" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 436, "prompt_tokens": 8523, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_version_diff" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": ...
strong-sft
drift_colrename_f367e4c261836e5d
superstore
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "ask_USER", "ask_USER" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 358, "prompt_tokens": 8395, "sql_executions": 1, "tool_calls": 7 }
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{ "classification": { "invalid_tools": [ "ask_USER" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [ "ask_USER" ], "exact_ask_count": 1, "required": true, "subt...
strong-sft
drift_colrename_f37095c867e4b866
video_games
driftsql/p6/general/atomic/rename_column/schema_only
rename_column
easy
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "ask_user", "ask_knowledge" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 445, "prompt_tokens": 9260, "sql_executions": 2, "tool_calls": 7 }
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{ "classification": { "invalid_tools": [ "ask_knowledge" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ "un...
strong-sft
drift_colrename_f4438235154b81ce
cs_semester
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
easy
atomic
must_ask
explicit_schema_error
invalid_output
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 6, "new_tokens": 371, "prompt_tokens": 7346, "sql_executions": 1, "tool_calls": 6 }
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{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff": { "actual_nex...
strong-sft
drift_colreplace_033580ed9acebdd9
superstore
driftsql/p6/general/atomic/replace_column/must_ask
replace_column
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atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "inspect_schema_version", "inspect_schema_version", "inspect_schema_version" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 389, "prompt_tokens": 8815, "sql_executions": 1, "tool_calls": 7 }
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{ "classification": { "invalid_tools": [ "inspect_schema_version" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ ...
strong-sft
drift_colreplace_033580ed9acebdd9
superstore
driftsql/p6/general/atomic/replace_column/must_ask
replace_column
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atomic
must_ask
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turn_limit
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false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "get_schema" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 402, "prompt_tokens": 8433, "sql_executions": 2, "tool_calls": 7 }
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{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff":...
strong-sft
drift_colreplace_033580ed9acebdd9
superstore
driftsql/p6/general/atomic/replace_column/must_ask
replace_column
hard
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "inspect_schema", "execute_sql" ]
false
{ "duplicate_executions": 2, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 473, "prompt_tokens": 8791, "sql_executions": 3, "tool_calls": 7 }
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{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "as...
strong-sft
drift_colreplace_033580ed9acebdd9
superstore
driftsql/p6/general/atomic/replace_column/must_ask
replace_column
hard
atomic
must_ask
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turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "ask_USER", "ask_USER" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 393, "prompt_tokens": 8328, "sql_executions": 1, "tool_calls": 7 }
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{ "classification": { "invalid_tools": [ "ask_USER" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [ "ask_USER" ], "exact_ask_count": 1, "required": true, "subt...
strong-sft
drift_colreplace_033580ed9acebdd9
superstore
driftsql/p6/general/atomic/replace_column/must_ask
replace_column
hard
atomic
must_ask
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turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "get_schema" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 412, "prompt_tokens": 8444, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff":...
strong-sft
drift_colreplace_238464469b45cdf8
robot
driftsql/p6/general/atomic/replace_column/schema_only
replace_column
easy
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "execute_sql", "get_schema_version", "inspect_schema_change", "ask_user", "get_knowledge_definition" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 381, "prompt_tokens": 9732, "sql_executions": 2, "tool_calls": 7 }
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{ "classification": { "invalid_tools": [ "inspect_schema_change" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ ...
strong-sft
drift_colreplace_2b9d1d689dd29a51
disney
driftsql/p6/general/atomic/replace_column/must_ask
replace_column
medium
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "ask_question", "ask_question", "ask_question" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 377, "prompt_tokens": 8436, "sql_executions": 1, "tool_calls": 7 }
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{ "classification": { "invalid_tools": [ "ask_question" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "aske...
strong-sft
drift_colreplace_2c5e31819ca73b31
superstore
driftsql/p6/general/atomic/replace_column/must_ask
replace_column
medium
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "get_schema" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 406, "prompt_tokens": 8425, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff":...
strong-sft
drift_colreplace_2c5e31819ca73b31
superstore
driftsql/p6/general/atomic/replace_column/must_ask
replace_column
medium
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "inspect_schema Diff" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 419, "prompt_tokens": 8475, "sql_executions": 2, "tool_calls": 7 }
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{ "classification": { "invalid_tools": [ "inspect_schema Diff" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ ...
strong-sft
drift_colreplace_2c5e31819ca73b31
superstore
driftsql/p6/general/atomic/replace_column/must_ask
replace_column
medium
atomic
must_ask
explicit_schema_error
invalid_output
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 6, "new_tokens": 270, "prompt_tokens": 6853, "sql_executions": 1, "tool_calls": 6 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff": { "actual_nex...
strong-sft
drift_colreplace_3145d2ffd6aad3f7
lego
driftsql/p6/general/atomic/replace_column/schema_only
replace_column
easy
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "execute_sql", "get_schema_version", "inspect_schema_change", "ask_user", "get_knowledge_definition" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 406, "prompt_tokens": 9696, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_change" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ ...
strong-sft
drift_colreplace_32e0df0e08e1a7b9
legislator
driftsql/p6/general/atomic/replace_column/must_ask
replace_column
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "get_schema" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 473, "prompt_tokens": 9411, "sql_executions": 2, "tool_calls": 7 }
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{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff":...
strong-sft
drift_colreplace_346d03e1f459f241
polar
driftsql/p6/general/atomic/replace_column/must_ask
replace_column
easy
atomic
must_ask
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turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "ask_expert", "ask_expert" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 406, "prompt_tokens": 9475, "sql_executions": 1, "tool_calls": 7 }
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{ "classification": { "invalid_tools": [ "ask_expert" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_...
strong-sft
drift_colreplace_42d76c802505a94f
music_tracker
driftsql/p6/general/atomic/replace_column/must_ask
replace_column
easy
atomic
must_ask
explicit_schema_error
invalid_output
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 230, "prompt_tokens": 5692, "sql_executions": 1, "tool_calls": 5 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff": { "actual_nex...
strong-sft
drift_colreplace_4bcb733d57c63ed0
law_episode
driftsql/p6/general/atomic/replace_column/must_ask
replace_column
medium
atomic
must_ask
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false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 220, "prompt_tokens": 5424, "sql_executions": 1, "tool_calls": 5 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff": { "actual_nex...
strong-sft
drift_colreplace_51ba114e2d89d36b
mondial_geo
driftsql/p6/general/atomic/replace_column/schema_only
replace_column
easy
atomic
schema_only
explicit_schema_error
turn_limit
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false
[ "execute_sql", "inspect_schema_diff", "execute_sql", "inspect_schema", "ask_user", "get_knowledge_definition", "execute_sql" ]
false
{ "duplicate_executions": 2, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 430, "prompt_tokens": 9946, "sql_executions": 3, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ "u...
strong-sft
drift_colreplace_5807dc474615a6f7
disney
driftsql/p6/general/atomic/replace_column/must_ask
replace_column
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "get_schema" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 389, "prompt_tokens": 8801, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff":...
strong-sft
drift_colreplace_64934a008c84a0c9
shooting
driftsql/p6/general/atomic/replace_column/schema_only
replace_column
easy
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "execute_sql", "get_schema_version", "inspect_schema", "ask_user", "get_knowledge_definition" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 366, "prompt_tokens": 9595, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ "u...
strong-sft
drift_colreplace_7d99b263a79cc6f3
simpson_episodes
driftsql/p6/general/atomic/replace_column/schema_only
replace_column
medium
atomic
schema_only
explicit_schema_error
submitted
SELECT T1.birth_country FROM Person AS T1 INNER JOIN Award AS T2 ON T1.name = T2.person WHERE T2.award = 'Outstanding Voice-Over Performance' AND T2.year = 2009 AND T2.result = 'Winner';
false
false
OperationalError: no such column: T2.award
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "ask_user", "get_knowledge_definition", "submit_solution" ]
false
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{ "model_calls": 7, "new_tokens": 378, "prompt_tokens": 8870, "sql_executions": 2, "tool_calls": 7 }
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{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "wrong_submit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ "unnecessary_ask" ] }, "post_diff": { ...
strong-sft
drift_colreplace_8076b504489eb1ef
genes
driftsql/p6/general/atomic/replace_column/must_ask
replace_column
easy
atomic
must_ask
explicit_schema_error
submitted
SELECT "t4"."GeneID2", "t4"."Type", "t4"."reported_Expression_Corr" FROM "Interactions" AS "t4" WHERE "t4"."GeneID2" IS NOT NULL ORDER BY "t4"."reported_Expression_Corr" LIMIT 18 OFFSET 1
true
false
[ "execute_sql", "get_schema_version", "get_schema", "ask_user", "get_knowledge_definition", "execute_sql", "submit_solution" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 500, "prompt_tokens": 8472, "sql_executions": 2, "tool_calls": 7 }
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{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "wrong_submit" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff": { "actual_next_too...
strong-sft
drift_colreplace_924dd21b6d72e7d4
movie
driftsql/p6/general/atomic/replace_column/must_ask
replace_column
easy
atomic
must_ask
explicit_schema_error
invalid_output
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "" ]
false
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{ "model_calls": 5, "new_tokens": 237, "prompt_tokens": 5725, "sql_executions": 1, "tool_calls": 5 }
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{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff": { "actual_nex...
strong-sft
drift_colreplace_a05e3312f1f51e51
movies_4
driftsql/p6/general/atomic/replace_column/must_ask
replace_column
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atomic
must_ask
explicit_schema_error
invalid_output
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 244, "prompt_tokens": 5675, "sql_executions": 1, "tool_calls": 5 }
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{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff": { "actual_nex...
strong-sft
drift_colreplace_a179d7ddb78d978a
movie_3
driftsql/p6/general/atomic/replace_column/schema_only
replace_column
hard
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "ask_user", "get_knowledge_definition", "ask_question" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 418, "prompt_tokens": 9245, "sql_executions": 2, "tool_calls": 7 }
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{ "classification": { "invalid_tools": [ "ask_question" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ "unn...
strong-sft
drift_colreplace_a315dcc4ede6f61b
european_football_1
driftsql/p6/general/atomic/replace_column/schema_only
replace_column
easy
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "execute_sql", "inspect_schema_version", "execute_sql", "inspect_schema_version", "ask_user" ]
false
{ "duplicate_executions": 2, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 480, "prompt_tokens": 10786, "sql_executions": 3, "tool_calls": 7 }
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{ "classification": { "invalid_tools": [ "inspect_schema_version" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ ...
strong-sft
drift_colreplace_a74470bf5ff9a954
law_episode
driftsql/p6/general/atomic/replace_column/schema_only
replace_column
easy
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "execute_sql", "ask_user", "get_knowledge_definition", "execute_sql", "get_schema_diff" ]
false
{ "duplicate_executions": 2, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 412, "prompt_tokens": 9411, "sql_executions": 3, "tool_calls": 7 }
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{ "classification": { "invalid_tools": [ "get_schema_diff" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ "...
strong-sft
drift_colreplace_a9ce0bbc3337f985
simpson_episodes
driftsql/p6/general/atomic/replace_column/schema_only
replace_column
easy
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "execute_sql", "get_schema_version", "inspect_schema", "ask_user", "get_knowledge_definition" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 367, "prompt_tokens": 9599, "sql_executions": 2, "tool_calls": 7 }
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{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ "u...
strong-sft
drift_colreplace_be38ee9d384a3d0b
car_retails
driftsql/p6/general/atomic/replace_column/must_ask
replace_column
easy
atomic
must_ask
explicit_schema_error
invalid_output
false
false
[ "execute_sql", "get_schema_version", "get_schema", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 344, "prompt_tokens": 8791, "sql_executions": 1, "tool_calls": 7 }
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{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff": { "actual_nex...
strong-sft
drift_colreplace_c6709da735d63d73
movie
driftsql/p6/general/atomic/replace_column/schema_only
replace_column
easy
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "execute_sql", "get_schema_version", "inspect_schema", "ask_user", "get_knowledge_definition" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 361, "prompt_tokens": 9612, "sql_executions": 2, "tool_calls": 7 }
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{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ "u...
strong-sft
drift_colreplace_d1771a3c742345f9
hockey
driftsql/p6/general/atomic/replace_column/schema_only
replace_column
easy
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "ask_user", "get_knowledge_definition", "ask-user" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 433, "prompt_tokens": 9109, "sql_executions": 2, "tool_calls": 7 }
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{ "classification": { "invalid_tools": [ "ask-user" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [ "ask-user" ], "exact_ask_count": 1, "required": false, "sub...
strong-sft
drift_colreplace_d41c681d705cdca7
movie_3
driftsql/p6/general/atomic/replace_column/must_ask
replace_column
hard
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "get_schema", "get_active_schema_version", "get_active_schema", "get_active_schema", "get_active_schema" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 345, "prompt_tokens": 9255, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "get_active_schema", "get_active_schema_version" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required":...
strong-sft
drift_colreplace_d80d8ffb699b2c90
beer_factory
driftsql/p6/general/atomic/replace_column/schema_only
replace_column
easy
atomic
schema_only
explicit_schema_error
turn_limit
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[ "execute_sql", "inspect_schema_diff", "execute_sql", "inspect_schema_version", "execute_sql", "inspect_schema_version", "ask_user" ]
false
{ "duplicate_executions": 2, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 455, "prompt_tokens": 10706, "sql_executions": 3, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_version" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ ...
strong-sft
drift_colreplace_de028a297e42f653
superstore
driftsql/p6/general/atomic/replace_column/must_ask
replace_column
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atomic
must_ask
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turn_limit
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false
[ "execute_sql", "get_schema_version", "get_schema", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "inspect_schema Diff" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 329, "prompt_tokens": 8439, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema Diff" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ ...
strong-sft
drift_colreplace_de028a297e42f653
superstore
driftsql/p6/general/atomic/replace_column/must_ask
replace_column
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[ "execute_sql", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "inspect_schema_version", "execute_sql" ]
false
{ "duplicate_executions": 2, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 466, "prompt_tokens": 8862, "sql_executions": 3, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_version" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ ...
strong-sft
drift_colreplace_edf107d7e74a55cf
human_resources
driftsql/p6/general/atomic/replace_column/must_ask
replace_column
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atomic
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false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "get_knowledge_definitions", "get_knowledge_definitions" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 328, "prompt_tokens": 8472, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "get_knowledge_definitions" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ ...
strong-sft
drift_compound_15b7635d23d7aad8
vaccine
driftsql/p6/general/compound/compound/schema_only
compound
hard
compound
schema_only
explicit_schema_error
turn_limit
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false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "ask_user", "get_knowledge_definition" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 404, "prompt_tokens": 9904, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "compound_recovery", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ "unnecessary_ask" ] }...
strong-sft
drift_compound_1b0349db6e277657
movie_3
driftsql/p6/general/compound/compound/must_ask
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must_ask
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invalid_output
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false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 249, "prompt_tokens": 5887, "sql_executions": 1, "tool_calls": 5 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "compound_recovery", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post...
strong-sft
drift_compound_1d3d6b81392dcd75
car_retails
driftsql/p6/general/compound/compound/must_ask
compound
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must_ask
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turn_limit
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false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "get_schema", "execute_sql" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 371, "prompt_tokens": 8771, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "compound_recovery", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ...
strong-sft
drift_compound_2a3c2a2ce1cfa942
superstore
driftsql/p6/general/compound/compound/schema_only
compound
hard
compound
schema_only
explicit_schema_error
turn_limit
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false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "ask_user", "get_knowledge_definition" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 391, "prompt_tokens": 8928, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "compound_recovery", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ "unnecessary_ask" ] }...
strong-sft
drift_compound_2a3c2a2ce1cfa942
superstore
driftsql/p6/general/compound/compound/schema_only
compound
hard
compound
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema", "ask_user" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 397, "prompt_tokens": 9199, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, ...
strong-sft
drift_compound_2c1034e0b22d384c
movie
driftsql/p6/general/compound/compound/must_ask
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hard
compound
must_ask
explicit_schema_error
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SELECT "t4"."creditOrder" FROM "characters" AS "t4" WHERE "t4"."creditOrder" IS NOT NULL ORDER BY "t4".rowid LIMIT 14 OFFSET 2
false
false
OperationalError: no such table: characters
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "submit_solution" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 385, "prompt_tokens": 8642, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "compound_recovery", "wrong_submit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ...
strong-sft
drift_compound_2f834991151ee48a
books
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
invalid_output
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 278, "prompt_tokens": 6231, "sql_executions": 1, "tool_calls": 5 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "compound_recovery", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post...
strong-sft
drift_compound_327372f1c3ccf4d5
music_tracker
driftsql/p6/general/compound/compound/schema_only
compound
hard
compound
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "ask_user", "ask_USER" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 425, "prompt_tokens": 9166, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "ask_USER" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [ "ask_USER" ], "exact_ask_count": 1, "r...
strong-sft
drift_compound_327372f1c3ccf4d5
music_tracker
driftsql/p6/general/compound/compound/schema_only
compound
hard
compound
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema", "ask_user" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 371, "prompt_tokens": 9370, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, ...
strong-sft
drift_compound_409255c792a34d22
regional_sales
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "get_schema", "execute_sql" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 370, "prompt_tokens": 8078, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "compound_recovery", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ...
strong-sft
drift_compound_409255c792a34d22
regional_sales
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "get_knowledge-definition", "get_knowledge-definition" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 315, "prompt_tokens": 8172, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "get_knowledge-definition" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": ...
strong-sft
drift_compound_409255c792a34d22
regional_sales
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "inspect_schema Diff", "inspect_schema Diff" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 324, "prompt_tokens": 8211, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema Diff" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true,...
strong-sft
drift_compound_56f3ce73157759ca
citeseer
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "inspect_schema", "execute_sql", "inspect_schema" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 401, "prompt_tokens": 9503, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, ...
strong-sft
drift_compound_57fe1f16dfa0d67e
movie_3
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
invalid_output
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 261, "prompt_tokens": 5967, "sql_executions": 1, "tool_calls": 5 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "compound_recovery", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post...
strong-sft
drift_compound_57fe1f16dfa0d67e
movie_3
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "ask_expert", "inspect_schema_version", "get_schema_version" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 401, "prompt_tokens": 9599, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "ask_expert", "inspect_schema_version" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, ...
strong-sft
drift_compound_595dedc7afc115d8
mondial_geo
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "invalidate_metadata", "invalidate_metadata", "invalidate_metadata", "invalidate_metadata", "invalidate_metadata" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 323, "prompt_tokens": 9091, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "invalidate_metadata" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": true,...
strong-sft
drift_compound_5fa5b51ad0c8ae87
simpson_episodes
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "ask_for_term_definition", "ask_for_term_definition" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 293, "prompt_tokens": 8586, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "ask_for_term_definition" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": t...
strong-sft
drift_compound_6645d7fc086f95fc
law_episode
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
invalid_output
false
false
[ "execute_sql", "get_schema_version", "get_schema", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 355, "prompt_tokens": 8991, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "compound_recovery", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post...
strong-sft
drift_compound_69beedb710e81ef2
mondial_geo
driftsql/p6/general/compound/compound/schema_only
compound
hard
compound
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema", "ask_user" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 372, "prompt_tokens": 9331, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, ...
strong-sft
drift_compound_69beedb710e81ef2
mondial_geo
driftsql/p6/general/compound/compound/schema_only
compound
hard
compound
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema_history", "ask_user" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 363, "prompt_tokens": 9340, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_history" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": fa...
strong-sft
drift_compound_6b5f10d3d99cf766
cookbook
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "ask-user", "ask-user", "ask-user" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 337, "prompt_tokens": 9022, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "ask-user" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [ "ask-user" ], "exact_ask_count": 1, "r...
strong-sft
drift_compound_6b94d3ea30f1d14c
hockey
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
invalid_output
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 243, "prompt_tokens": 5928, "sql_executions": 1, "tool_calls": 5 }
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{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "compound_recovery", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post...