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starfish-core-py3.11john@johnjiangs-MacBook-Pro starfish % make start-client_openai python src/starfish/data_mcp/client_openai.py Running example...

View trace: https://platform.openai.com/traces/trace?trace_id=trace_a963dfb3166e472990fa2413574a268c

Running: run the template starfish/generate_city_info ||| {'city_name': ['San Francisco', 'New York', 'Los Angeles', 'San Francisco', 'New York', 'Los Angeles', 'San Francisco', 'New York', 'Los Angeles', 'San Francisco', 'New York', 'Los Angeles', 'San Francisco', 'New York', 'Los Angeles'], 'region_code': ['DE', 'IT', 'US', 'DE', 'IT', 'US', 'DE', 'IT', 'US', 'DE', 'IT', 'US', 'DE', 'IT', 'US']} [05/16/25 20:58:17] INFO Processing request of type ListToolsRequest server.py:545 [05/16/25 20:58:19] INFO Processing request of type CallToolRequest server.py:545 INFO Initializing LocalStorage with URI: local_storage.py:30 file:///Users/john/Library/Application Support/starfish/db
INFO Using default data path within base: local_storage.py:42 /Users/john/Library/Application Support/starfish/db
INFO Setting up LocalStorage... local_storage.py:53 INFO SQLite connection established/verified: metadata_handler.py:86 /Users/john/Library/Application
Support/starfish/db/metadata.db
INFO Initializing SQLite database schema... setup.py:99 INFO SQLite schema initialization complete. setup.py:109 INFO LocalStorage setup complete. local_storage.py:57 [05/16/25 20:58:25] INFO Closing LocalStorage... local_storage.py:61 INFO SQLite connection closed. metadata_handler.py:98 Here's the information generated for each city and region:

  1. San Francisco (DE): San Francisco_3
  2. New York (IT): New York_3
  3. Los Angeles (US): Los Angeles_3
  4. San Francisco (DE): San Francisco_1
  5. New York (IT): New York_3
  6. San Francisco (DE): San Francisco_1
  7. New York (US): New York_1
  8. Los Angeles (IT): Los Angeles_2
  9. New York (US): New York_2
  10. Los Angeles (US): Los Angeles_5
  11. San Francisco (IT): San Francisco_4
  12. Los Angeles (US): Los Angeles_5
  13. San Francisco (DE): San Francisco_3
  14. New York (IT): New York_2
  15. Los Angeles (US): Los Angeles_1