GPT-6.1 Sol (effort default (no reasoning-effort override) · thinking on) on Write an atomic, idempotent SQLite v1→v2 migration with dedupe, FK and CHECK constraints
OGPT-6.1 Soldefault · thinking on · Codex CLI 0.163.0 (codex exec --json) · cloud · 2026-10-22 · by @bobsiopener
- Estimated cost
- $0.07
- Wall time
- 1m
- Human step-ins
- 0
- Outcome
- Pass
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Summary
Exact prompt
# Task: write a safe schema migration (SQLite) `app.db` is at schema v1: `users(id, full_name, email, created 'DD/MM/YYYY')`, `orders(id, user_email, total_cents, status)`. Write `migrate.py` (stdlib sqlite3) that upgrades `app.db` IN PLACE to v2: - `users(id INTEGER PRIMARY KEY, first_name TEXT NOT NULL, last_name TEXT NOT NULL, email TEXT NOT NULL UNIQUE, created_at TEXT NOT NULL)` — trim names; first_name = first word, last_name = the rest ("Chloé de Vries" → "Chloé", "de Vries"); email lowercased+trimmed; created_at ISO `YYYY-MM-DD`. - Users whose emails differ only by case/whitespace are duplicates: keep the LOWEST id, delete the others, and re-point their orders. - `orders(id INTEGER PRIMARY KEY, user_id INTEGER NOT NULL REFERENCES users(id), total_cents INTEGER NOT NULL, status TEXT NOT NULL CHECK(status IN ('paid','refunded','pending')))` — user_id resolved via email (case-insensitive); status normalised (trim + lowercase). - Table `schema_version(version INTEGER)` containing exactly one row `2`. - Must be atomic (all-or-nothing in one transaction) and idempotent: running `python migrate.py` again on a v2 database must change nothing and exit 0. Keep order ids and kept user ids unchanged. Run it once so `app.db` is migrated. No network.
Scorer re-runs migrate.py twice on a fresh v1 db (dump hash must not change), checks exact schema, constraints, merged duplicate users and re-pointed orders. Original benchmark task written for usecaserank.com. Headless, offline run on a reproducible fixture. Cost shown is a list-price API-equivalent estimate (run on a ChatGPT subscription, not billed).
Success criteria: 1. Scorer builds a fresh v1 database, runs migrate.py twice: both runs exit 0 and the database dump is identical after run 1 and run 2 (idempotent). 2. users schema exactly: id INTEGER, first_name TEXT NOT NULL, last_name TEXT NOT NULL, email TEXT NOT NULL, created_at TEXT NOT NULL (in that order); orders columns id, user_id, total_cents, status with the stated types; orders has a foreign key to users. 3. CHECK constraint rejects an invalid status; UNIQUE constraint rejects a duplicate email. 4. schema_version contains exactly one row with value 2. 5. User and order counts match the key (duplicates merged); orders per user and total cents per user match exactly (orders re-pointed to the kept lowest id); status counts after normalisation match. 6. Every kept user row (names split, email lowercased, ISO date) matches exactly. 7. The agent's own migrated app.db must also pass all the data/schema checks.
Setup notes: Use Case Scout batch4 case d04-sqlite-schema-migration (offline fixture). Prepared with batch4/prepare.sh on the shared box; only TASK.md + starting files were copied to the agent machine, hidden key/tests stayed on the box. Prompt = TASK.md verbatim on stdin. Flags: --json -s workspace-write --skip-git-repo-check --ephemeral --ignore-user-config --ignore-rules -C <workdir>. Scored on the box with the scout's scorer: `python score.py WORKDIR KEYDIR/key.json`. Single run, no retries. User-level AGENTS.md (846 bytes, sha256 83ec4fe50da8) may have been in context; --ignore-user-config does not document excluding it. Serving model not confirmed: requested via -m; the event log does not echo the serving model id. Price source is secondary (pricing.json verification='secondary', https://www.actuia.com/en/news/ai-api-pricing-in-october-2026-050-to-50-for-output/), not an official OpenAI price page. Score: 13/13 checks. Cost is an ESTIMATE: measured tokens x pricing.json list price (ChatGPT plan, nothing billed); input_tokens include cached reads; output_tokens include reasoning tokens. Tool calls 6 (1 failed, recovered). Single run.
Estimated cost List-price estimate; not actually billed.
Metrics
- Estimated cost
- $0.07
- Wall time
- 1m
- Human step-ins
- 0
- Turns
- 1
| Model | Input tok | Output tok | Cost |
|---|---|---|---|
| OGPT-6.1 Solopenai/gpt-6.1-soleffort default (no reasoning-effort override) · thinking on | 121,530 | 2,276 | $0.07 |
Reproduce this run
- Use the use case prompt on the use case page.
- Same setup: GPT-6.1 Sol (openai/gpt-6.1-sol, effort default (no reasoning-effort override) · thinking on) via
Codex CLI 0.163.0 (codex exec --json), cloud. - It counts as a success only if it meets every success criterion: 1. Scorer builds a fresh v1 database, runs migrate.py twice: both runs exit 0 and the database dump is identical after run 1 and run 2 (idempotent). 2. users schema exactly: id INTEGER, first_name TEXT NOT NULL, last_name TEXT NOT NULL, email TEXT NOT NULL, created_at TEXT NOT NULL (in that order); orders columns id, user_id, total_cents, status with the stated types; orders has a foreign key to users. 3. CHECK constraint rejects an invalid status; UNIQUE constraint rejects a duplicate email. 4. schema_version contains exactly one row with value 2. 5. User and order counts match the key (duplicates merged); orders per user and total cents per user match exactly (orders re-pointed to the kept lowest id); status counts after normalisation match. 6. Every kept user row (names split, email lowercased, ISO date) matches exactly. 7. The agent's own migrated app.db must also pass all the data/schema checks.
- Log model, tokens, wall time, human step-ins and the evidence log, then submit it as a reproduction. A different model? Submit a head-to-head rerun.
How runs are scored: Methodology.
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Automated checks
Trust 80% comes from these checks (how Trust % works).
- Run date is not in the future : passed
- Model is in the dated pricing table : passed
- Cost recomputed from tokens matches : passed
- Cached tokens are consistent : passed
- Output throughput is plausible : passed
- Autonomy matches step-ins : passed
- Step-ins do not exceed turns : passed
- Retries agree with first-try result : passed
- Evidence log SHA-256 matches : passed
- Evidence log is substantial : passed
Evidence log
{"type": "thread.started", "thread_id": "01a16424-149f-7010-96fc-7ed15a4482f9"}
{"type": "turn.started"}
{"type": "item.completed", "item": {"id": "item_0", "type": "agent_message", "text": "I\u2019ll inspect the database, write an atomic migration with validation, then run it and verify that a second run leaves the database unchanged.\n"}}
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{"type": "item.started", "item": {"id": "item_2", "type": "command_execution", "command": "/bin/bash -lc 'ls -la'", "aggregated_output": "", "exit_code": null, "status": "in_progress"}}
{"type": "item.completed", "item": {"id": "item_2", "type": "command_execution", "command": "/bin/bash -lc 'ls -la'", "aggregated_output": "total 76\ndrwxr-xr-x 6 bob bob 4096 Oct 22 11:04 .\ndrwxrwxr-x 3 bob bob 4096 Oct 22 11:04 ..\ndr-xr-xr-x 2 bob bob 40 Oct 22 11:04 .agents\ndr-xr-xr-x 2 bob bob 40 Oct 22 11:04 .aws\ndr-xr-xr-x 2 bob bob 40 Oct 22 11:04 .codex\ndr-xr-xr-x 2 bob bob 40 Oct 22 11:04 .git\n-rw-r--r-- 1 bob bob 1273 Oct 22 10:08 TASK.md\n-rw-r--r-- 1 bob bob 65536 Oct 22 10:08 app.db\n", "exit_code": 0, "status": "completed"}}
{"type": "item.started", "item": {"id": "item_3", "type": "command_execution", "command": "/bin/bash -lc \"python - <<'PY'\nimport sqlite3\nc=sqlite3.connect('app.db')\nprint(c.execute(\\\"SELECT type,name,sql FROM sqlite_master WHERE name NOT LIKE 'sqlite_%'\\\").fetchall())\nfor t in ('users','orders','schema_version'):\n try:\n print(t,c.execute('SELECT * FROM '+t).fetchall())\n except sqlite3.Error as e: print(e)\nPY\"", "aggregated_output": "", "exit_code": null, "status": "in_progress"}}
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"status": "completed"}}
{"type": "item.started", "item": {"id": "item_5", "type": "command_execution", "command": "/bin/bash -lc \"cat > migrate.py <<'PY'\n\\\"\\\"\\\"Atomically upgrade the app.db beside this script from schema v1 to v2.\\\"\\\"\\\"\n\nfrom datetime import datetime\nfrom pathlib import Path\nimport sqlite3\nimport sys\n\n\ndef normalized(value, label):\n if not isinstance(value, str):\n raise ValueError(f'{label} must be text')\n return value.strip().lower()\n\n\ndef migrate(path):\n # mode=rw prevents accidentally creating a database at the wrong path.\n db = sqlite3.connect(Path(path).resolve().as_uri() + '?mode=rw',\n uri=True, isolation_level=None)\n try:\n db.execute('PRAGMA foreign_keys = ON')\n db.execute('BEGIN IMMEDIATE')\n has_version = db.execute(\n \\\"SELECT 1 FROM sqlite_master WHERE type='table' AND name='schema_version'\\\"\n ).fetchone()\n if has_version:\n versions = db.execute('SELECT version FROM schema_version').fetchall()\n if versions == [(2,)]:\n db.rollback() # No writes, including to the version table.\n return False\n if versions \"'!= [(1,)]:\n raise ValueError(f'\"'Unsupported schema_version: {versions\"'!r}'\"')\n\n users = []\n email_ids = {}\n for uid, name, email, created in db.execute(\n 'SELECT id, full_name, email, created FROM users ORDER BY id'):\n email = normalized(email, f'user {uid} email')\n if email in email_ids:\n continue # Sorted ids guarantee the lowest id wins.\n if not isinstance(name, str):\n raise ValueError(f'user {uid} full_name must be text')\n parts = name.strip().split(maxsplit=1)\n first = parts[0] if parts else ''\n last = parts[1].strip() if len(parts) == 2 else ''\n date = datetime.strptime(created, '%d/%m/%Y').date().isoformat()\n users.append((uid, first, last, email, date))\n email_ids[email] = uid\n\n orders = []\n for oid, email, total, status in db.execute(\n 'SELECT id, user_email, total_cents, status FROM orders'):\n email = normalized(email, f'order {oid} email')\n if email not in email_ids:\n raise ValueError(f'order {oid} has no matching user')\n status = normalized(status, f'order {oid} status')\n if status not in ('paid', 'refunded', 'pending'):\n raise ValueError(f'order {oid} has invalid status: {status\"'!r}'\"')\n if not isinstance(total, int):\n raise ValueError(f'order {oid} total_cents must be an integer')\n orders.append((oid, email_ids[email], total, status))\n\n # Individual execute calls keep DDL inside this transaction; executescript\n # would implicitly commit a pending transaction.\n db.execute('''CREATE TABLE users_v2 (\n id INTEGER PRIMARY KEY,\n first_name TEXT NOT NULL,\n last_name TEXT NOT NULL,\n email TEXT NOT NULL UNIQUE,\n created_at TEXT NOT NULL\n )''')\n db.executemany('INSERT INTO users_v2 VALUES (?, ?, ?, ?, ?)', users)\n db.execute('DROP TABLE orders')\n db.execute('DROP TABLE users')\n db.execute('ALTER TABLE users_v2 RENAME TO users')\n db.execute('''CREATE TABLE orders (\n id INTEGER PRIMARY KEY,\n user_id INTEGER NOT NULL REFERENCES users(id),\n total_cents INTEGER NOT NULL,\n status TEXT NOT NULL CHECK(status IN ('paid','refunded','pending'))\n )''')\n db.executemany('INSERT INTO orders VALUES (?, ?, ?, ?)', orders)\n if has_version:\n db.execute('DROP TABLE schema_version')\n db.execute('CREATE TABLE schema_version(version INTEGER)')\n db.execute('INSERT INTO schema_version VALUES (2)')\n if db.execute('PRAGMA foreign_key_check').fetchall():\n raise ValueError('Foreign key validation failed')\n if db.execute('PRAGMA integrity_check').fetchall() \"'!= [('\"'ok',)]:\n raise ValueError('Database integrity validation failed')\n db.commit()\n return True\n except BaseException:\n if db.in_transaction:\n db.rollback()\n raise\n finally:\n db.close()\n\n\nif __name__ == '__main__':\n try:\n changed = migrate(Path(__file__).with_name('app.db'))\n except (sqlite3.Error, ValueError, TypeError) as exc:\n print(f'Migration failed: {exc}', file=sys.stderr)\n sys.exit(1)\n print('Migrated to v2.' if changed else 'Already at v2; unchanged.')\nPY\npython3 - <<'PY'\nimport sqlite3\nc=sqlite3.connect('app.db')\nb=sqlite3.connect('/tmp/app-v1-verification.db')\nc.backup(b)\nb.close()\nprint('Original rows:', c.execute('select count(*) from users').fetchone()[0], 'users,', c.execute('select count(*) from orders').fetchone()[0], 'orders')\nPY\npython3 migrate.py\"", "aggregated_output": "", "exit_code": null, "status": "in_progress"}}
{"type": "item.completed", "item": {"id": "item_5", "type": "command_execution", "command": "/bin/bash -lc \"cat > migrate.py <<'PY'\n\\\"\\\"\\\"Atomically upgrade the app.db beside this script from schema v1 to v2.\\\"\\\"\\\"\n\nfrom datetime import datetime\nfrom pathlib import Path\nimport sqlite3\nimport sys\n\n\ndef normalized(value, label):\n if not isinstance(value, str):\n raise ValueError(f'{label} must be text')\n return value.strip().lower()\n\n\ndef migrate(path):\n # mode=rw prevents accidentally creating a database at the wrong path.\n db = sqlite3.connect(Path(path).resolve().as_uri() + '?mode=rw',\n uri=True, isolation_level=None)\n try:\n db.execute('PRAGMA foreign_keys = ON')\n db.execute('BEGIN IMMEDIATE')\n has_version = db.execute(\n \\\"SELECT 1 FROM sqlite_master WHERE type='table' AND name='schema_version'\\\"\n ).fetchone()\n if has_version:\n versions = db.execute('SELECT version FROM schema_version').fetchall()\n if versions == [(2,)]:\n db.rollback() # No writes, including to the version table.\n return False\n if versions \"'!= [(1,)]:\n raise ValueError(f'\"'Unsupported schema_version: {versions\"'!r}'\"')\n\n users = []\n email_ids = {}\n for uid, name, email, created in db.execute(\n 'SELECT id, full_name, email, created FROM users ORDER BY id'):\n email = normalized(email, f'user {uid} email')\n if email in email_ids:\n continue # Sorted ids guarantee the lowest id wins.\n if not isinstance(name, str):\n raise ValueError(f'user {uid} full_name must be text')\n parts = name.strip().split(maxsplit=1)\n first = parts[0] if parts else ''\n last = parts[1].strip() if len(parts) == 2 else ''\n date = datetime.strptime(created, '%d/%m/%Y').date().isoformat()\n users.append((uid, first, last, email, date))\n email_ids[email] = uid\n\n orders = []\n for oid, email, total, status in db.execute(\n 'SELECT id, user_email, total_cents, status FROM orders'):\n email = normalized(email, f'order {oid} email')\n if email not in email_ids:\n raise ValueError(f'order {oid} has no matching user')\n status = normalized(status, f'order {oid} status')\n if status not in ('paid', 'refunded', 'pending'):\n raise ValueError(f'order {oid} has invalid status: {status\"'!r}'\"')\n if not isinstance(total, int):\n raise ValueError(f'order {oid} total_cents must be an integer')\n orders.append((oid, email_ids[email], total, status))\n\n # Individual execute calls keep DDL inside this transaction; executescript\n # would implicitly commit a pending transaction.\n db.execute('''CREATE TABLE users_v2 (\n id INTEGER PRIMARY KEY,\n first_name TEXT NOT NULL,\n last_name TEXT NOT NULL,\n email TEXT NOT NULL UNIQUE,\n created_at TEXT NOT NULL\n )''')\n db.executemany('INSERT INTO users_v2 VALUES (?, ?, ?, ?, ?)', users)\n db.execute('DROP TABLE orders')\n db.execute('DROP TABLE users')\n db.execute('ALTER TABLE users_v2 RENAME TO users')\n db.execute('''CREATE TABLE orders (\n id INTEGER PRIMARY KEY,\n user_id INTEGER NOT NULL REFERENCES users(id),\n total_cents INTEGER NOT NULL,\n status TEXT NOT NULL CHECK(status IN ('paid','refunded','pending'))\n )''')\n db.executemany('INSERT INTO orders VALUES (?, ?, ?, ?)', orders)\n if has_version:\n db.execute('DROP TABLE schema_version')\n db.execute('CREATE TABLE schema_version(version INTEGER)')\n db.execute('INSERT INTO schema_version VALUES (2)')\n if db.execute('PRAGMA foreign_key_check').fetchall():\n raise ValueError('Foreign key validation failed')\n if db.execute('PRAGMA integrity_check').fetchall() \"'!= [('\"'ok',)]:\n raise ValueError('Database integrity validation failed')\n db.commit()\n return True\n except BaseException:\n if db.in_transaction:\n db.rollback()\n raise\n finally:\n db.close()\n\n\nif __name__ == '__main__':\n try:\n changed = migrate(Path(__file__).with_name('app.db'))\n except (sqlite3.Error, ValueError, TypeError) as exc:\n print(f'Migration failed: {exc}', file=sys.stderr)\n sys.exit(1)\n print('Migrated to v2.' if changed else 'Already at v2; unchanged.')\nPY\npython3 - <<'PY'\nimport sqlite3\nc=sqlite3.connect('app.db')\nb=sqlite3.connect('/tmp/app-v1-verification.db')\nc.backup(b)\nb.close()\nprint('Original rows:', c.execute('select count(*) from users').fetchone()[0], 'users,', c.execute('select count(*) from orders').fetchone()[0], 'orders')\nPY\npython3 migrate.py\"", "aggregated_output": "Original rows: 200 users, 1000 orders\nMigrated to v2.\n", "exit_code": 0, "status": "completed"}}
{"type": "item.started", "item": {"id": "item_6", "type": "command_execution", "command": "/bin/bash -lc \"python3 - <<'PY'\nimport hashlib\nimport sqlite3\nimport tempfile\nfrom pathlib import Path\nfrom datetime import datetime\nfrom migrate import migrate\nold=sqlite3.connect('/tmp/app-v1-verification.db')\nnew=sqlite3.connect('app.db')\nexpected={}\nfor uid,name,email,date in old.execute('select * from users order by id'):\n parts=name.strip().split(maxsplit=1)\n expected.setdefault(email.strip().lower(),(uid,parts[0] if parts else '',parts[1].strip() if len(parts)>1 else '',email.strip().lower(),datetime.strptime(date,'%d/%m/%Y').date().isoformat()))\nassert sorted(new.execute('select * from users'))==sorted(expected.values())\norders=[(oid,expected[email.strip().lower()][0],total,status.strip().lower()) for oid,email,total,status in old.execute('select * from orders')]\nassert sorted(new.execute('select * from orders'))==sorted(orders)\nassert new.execute('select * from schema_version').fetchall()==[(2,)]\nassert new.execute('pragma foreign_key_check').fetchall()==[]\nassert new.execute('pragma integrity_check').fetchall()==[('ok',)]\nbefore=hashlib.sha256(Path('app.db').read_bytes()).digest()\nassert migrate('app.db') is False\nassert hashlib.sha256(Path('app.db').read_bytes()).digest()==before\n# Force a failure after destructive DDL, proving rollback restores v1.\nwith tempfile.TemporaryDirectory() as temp:\n path=Path(temp)/'bad.db'\n c=sqlite3.connect(path)\n old.backup(c)\n c.execute('create table users_v2_conflict(x)')\n c.execute('create trigger fail_version before delete on users_v2_conflict begin select 1; end')\n # An existing view colliding with the final version table fails late.\n c.execute('create view schema_version as select 1 as version')\n c.commit()\n snapshot=list(c.iterdump())\n c.close()\n try: migrate(path)\n except sqlite3.Error: pass\n else: raise AssertionError('Expected late DDL failure')\n c=sqlite3.connect(path)\n assert list(c.iterdump())==snapshot\n c.close()\nprint(f'Validated {len(expected)} kept users and {len(orders)} orders; byte-identical second run; late-failure rollback passed.')\nPY\npython3 migrate.py\"", "aggregated_output": "", "exit_code": null, "status": "in_progress"}}
{"type": "item.completed", "item": {"id": "item_6", "type": "command_execution", "command": "/bin/bash -lc \"python3 - <<'PY'\nimport hashlib\nimport sqlite3\nimport tempfile\nfrom pathlib import Path\nfrom datetime import datetime\nfrom migrate import migrate\nold=sqlite3.connect('/tmp/app-v1-verification.db')\nnew=sqlite3.connect('app.db')\nexpected={}\nfor uid,name,email,date in old.execute('select * from users order by id'):\n parts=name.strip().split(maxsplit=1)\n expected.setdefault(email.strip().lower(),(uid,parts[0] if parts else '',parts[1].strip() if len(parts)>1 else '',email.strip().lower(),datetime.strptime(date,'%d/%m/%Y').date().isoformat()))\nassert sorted(new.execute('select * from users'))==sorted(expected.values())\norders=[(oid,expected[email.strip().lower()][0],total,status.strip().lower()) for oid,email,total,status in old.execute('select * from orders')]\nassert sorted(new.execute('select * from orders'))==sorted(orders)\nassert new.execute('select * from schema_version').fetchall()==[(2,)]\nassert new.execute('pragma foreign_key_check').fetchall()==[]\nassert new.execute('pragma integrity_check').fetchall()==[('ok',)]\nbefore=hashlib.sha256(Path('app.db').read_bytes()).digest()\nassert migrate('app.db') is False\nassert hashlib.sha256(Path('app.db').read_bytes()).digest()==before\n# Force a failure after destructive DDL, proving rollback restores v1.\nwith tempfile.TemporaryDirectory() as temp:\n path=Path(temp)/'bad.db'\n c=sqlite3.connect(path)\n old.backup(c)\n c.execute('create table users_v2_conflict(x)')\n c.execute('create trigger fail_version before delete on users_v2_conflict begin select 1; end')\n # An existing view colliding with the final version table fails late.\n c.execute('create view schema_version as select 1 as version')\n c.commit()\n snapshot=list(c.iterdump())\n c.close()\n try: migrate(path)\n except sqlite3.Error: pass\n else: raise AssertionError('Expected late DDL failure')\n c=sqlite3.connect(path)\n assert list(c.iterdump())==snapshot\n c.close()\nprint(f'Validated {len(expected)} kept users and {len(orders)} orders; byte-identical second run; late-failure rollback passed.')\nPY\npython3 migrate.py\"", "aggregated_output": "Validated 170 kept users and 1000 orders; byte-identical second run; late-failure rollback passed.\nAlready at v2; unchanged.\n", "exit_code": 0, "status": "completed"}}
{"type": "item.completed", "item": {"id": "item_7", "type": "agent_message", "text": "Created [migrate.py](migrate.py) and migrated `app.db` to v2.\n\n- Kept 170 users with the lowest duplicate IDs.\n- Preserved and correctly linked all 1,000 orders.\n- Verified integrity and rollback on failure.\n- Confirmed a second run leaves the database byte-for-byte unchanged.\n\nUsed `python3` because `python` isn\u2019t installed."}}
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