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head"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":688,"cache_read_input_tokens":1535,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":688},"output_tokens":16,"service_tier":"standard","inference_geo":"not_available"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"106380da-8367-4b5a-9842-e63160e5286d","uuid":"5ea51e5c-fadb-4beb-855f-01801d0cd883","timestamp":"2026-09-29T20:22:39.556Z","request_id":"req_011CfYMVnfyXda3NrVLyN2xv","wire_tool_inputs":{"toolu_0134zrfFTW7vrua4NbpYBTZa":{"command":"cd /tmp/peerfeed-a21/archive; find . | head -100; find . -type f | wc -l; find . -name \"*.md\" -o -name \"*.txt\" -o -name \"*.json\" | head"}}} {"type":"rate_limit_event","rate_limit_info":{"status":"allowed","resetsAt":1790727000,"rateLimitType":"five_hour","overageStatus":"rejected","overageDisabledReason":"out_of_credits","isUsingOverage":false,"unifiedWindows":{"five_hour":{"utilization":0.19,"resetsAt":1790727000},"seven_day":{"utilization":0.19,"resetsAt":1791036000}}},"uuid":"e989a6cf-c05f-4552-b2e2-abc1b75c5cf0","session_id":"106380da-8367-4b5a-9842-e63160e5286d"} {"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_0134zrfFTW7vrua4NbpYBTZa","type":"tool_result","content":".\n./apex\n./dydx\n./paradex\n./pacifica\n./edgex\n./extended\n./hyperliquid\n./nado\n./apex/trades\n./dydx/trades\n./paradex/trades\n./pacifica/trades\n./pacifica/prices\n./edgex/trades\n./edgex/ticker\n./extended/funding\n./hyperliquid/trades\n./hyperliquid/activeAssetCtx\n./nado/funding_rate\n./nado/trades\n./extended/funding/parquet\n./hyperliquid/trades/parquet\n./hyperliquid/activeAssetCtx/parquet\n./nado/funding_rate/parquet\n./nado/trades/parquet\n./apex/trades/parquet\n./dydx/trades/parquet\n./paradex/trades/parquet\n./pacifica/trades/parquet\n./pacifica/prices/parquet\n./edgex/trades/parquet\n./edgex/ticker/parquet\n./extended/funding/parquet/2026\n./hyperliquid/trades/parquet/2026\n./hyperliquid/activeAssetCtx/parquet/2026\n./nado/funding_rate/parquet/2026\n./nado/trades/parquet/2026\n./apex/trades/parquet/2026\n./dydx/trades/parquet/2026\n./paradex/trades/parquet/2026\n./pacifica/trades/parquet/2026\n./pacifica/prices/parquet/2026\n./edgex/trades/parquet/2026\n./edgex/ticker/parquet/2026\n./extended/funding/parquet/2026/09\n./hyperliquid/trades/parquet/2026/09\n./hyperliquid/activeAssetCtx/parquet/2026/09\n./nado/funding_rate/parquet/2026/09\n./nado/trades/parquet/2026/09\n./apex/trades/parquet/2026/09\n./dydx/trades/parquet/2026/09\n./paradex/trades/parquet/2026/09\n./pacifica/trades/parquet/2026/09\n./pacifica/prices/parquet/2026/09\n./edgex/trades/parquet/2026/09\n./edgex/ticker/parquet/2026/09\n./extended/funding/parquet/2026/09/27\n./extended/funding/parquet/2026/09/22\n./extended/funding/parquet/2026/09/26\n./extended/funding/parquet/2026/09/20\n./extended/funding/parquet/2026/09/23\n./extended/funding/parquet/2026/09/24\n./extended/funding/parquet/2026/09/21\n./extended/funding/parquet/2026/09/28\n./extended/funding/parquet/2026/09/25\n./hyperliquid/trades/parquet/2026/09/27\n./hyperliquid/trades/parquet/2026/09/22\n./hyperliquid/trades/parquet/2026/09/26\n./hyperliquid/trades/parquet/2026/09/20\n./hyperliquid/trades/parquet/2026/09/23\n./hyperliquid/trades/parquet/2026/09/24\n./hyperliquid/trades/parquet/2026/09/21\n./hyperliquid/trades/parquet/2026/09/28\n./hyperliquid/trades/parquet/2026/09/25\n./hyperliquid/activeAssetCtx/parquet/2026/09/27\n./hyperliquid/activeAssetCtx/parquet/2026/09/22\n./hyperliquid/activeAssetCtx/parquet/2026/09/26\n./hyperliquid/activeAssetCtx/parquet/2026/09/20\n./hyperliquid/activeAssetCtx/parquet/2026/09/23\n./hyperliquid/activeAssetCtx/parquet/2026/09/24\n./hyperliquid/activeAssetCtx/parquet/2026/09/21\n./hyperliquid/activeAssetCtx/parquet/2026/09/28\n./hyperliquid/activeAssetCtx/parquet/2026/09/25\n./nado/funding_rate/parquet/2026/09/27\n./nado/funding_rate/parquet/2026/09/22\n./nado/funding_rate/parquet/2026/09/26\n./nado/funding_rate/parquet/2026/09/20\n./nado/funding_rate/parquet/2026/09/23\n./nado/funding_rate/parquet/2026/09/24\n./nado/funding_rate/parquet/2026/09/21\n./nado/funding_rate/parquet/2026/09/28\n./nado/funding_rate/parquet/2026/09/25\n./nado/trades/parquet/2026/09/27\n./nado/trades/parquet/2026/09/22\n./nado/trades/parquet/2026/09/26\n./nado/trades/parquet/2026/09/20\n./nado/trades/parquet/2026/09/23\n./nado/trades/parquet/2026/09/24\n./nado/trades/parquet/2026/09/21\n1220\nShell cwd was reset to /tmp/peerfeed-a21/work-s2-raw","is_error":false}]},"parent_tool_use_id":null,"session_id":"106380da-8367-4b5a-9842-e63160e5286d","uuid":"c3b47fba-70ce-498a-882a-8543f598a451","timestamp":"2026-09-29T20:22:39.596Z","tool_use_result":{"stdout":".\n./apex\n./dydx\n./paradex\n./pacifica\n./edgex\n./extended\n./hyperliquid\n./nado\n./apex/trades\n./dydx/trades\n./paradex/trades\n./pacifica/trades\n./pacifica/prices\n./edgex/trades\n./edgex/ticker\n./extended/funding\n./hyperliquid/trades\n./hyperliquid/activeAssetCtx\n./nado/funding_rate\n./nado/trades\n./extended/funding/parquet\n./hyperliquid/trades/parquet\n./hyperliquid/activeAssetCtx/parquet\n./nado/funding_rate/parquet\n./nado/trades/parquet\n./apex/trades/parquet\n./dydx/trades/parquet\n./paradex/trades/parquet\n./pacifica/trades/parquet\n./pacifica/prices/parquet\n./edgex/trades/parquet\n./edgex/ticker/parquet\n./extended/funding/parquet/2026\n./hyperliquid/trades/parquet/2026\n./hyperliquid/activeAssetCtx/parquet/2026\n./nado/funding_rate/parquet/2026\n./nado/trades/parquet/2026\n./apex/trades/parquet/2026\n./dydx/trades/parquet/2026\n./paradex/trades/parquet/2026\n./pacifica/trades/parquet/2026\n./pacifica/prices/parquet/2026\n./edgex/trades/parquet/2026\n./edgex/ticker/parquet/2026\n./extended/funding/parquet/2026/09\n./hyperliquid/trades/parquet/2026/09\n./hyperliquid/activeAssetCtx/parquet/2026/09\n./nado/funding_rate/parquet/2026/09\n./nado/trades/parquet/2026/09\n./apex/trades/parquet/2026/09\n./dydx/trades/parquet/2026/09\n./paradex/trades/parquet/2026/09\n./pacifica/trades/parquet/2026/09\n./pacifica/prices/parquet/2026/09\n./edgex/trades/parquet/2026/09\n./edgex/ticker/parquet/2026/09\n./extended/funding/parquet/2026/09/27\n./extended/funding/parquet/2026/09/22\n./extended/funding/parquet/2026/09/26\n./extended/funding/parquet/2026/09/20\n./extended/funding/parquet/2026/09/23\n./extended/funding/parquet/2026/09/24\n./extended/funding/parquet/2026/09/21\n./extended/funding/parquet/2026/09/28\n./extended/funding/parquet/2026/09/25\n./hyperliquid/trades/parquet/2026/09/27\n./hyperliquid/trades/parquet/2026/09/22\n./hyperliquid/trades/parquet/2026/09/26\n./hyperliquid/trades/parquet/2026/09/20\n./hyperliquid/trades/parquet/2026/09/23\n./hyperliquid/trades/parquet/2026/09/24\n./hyperliquid/trades/parquet/2026/09/21\n./hyperliquid/trades/parquet/2026/09/28\n./hyperliquid/trades/parquet/2026/09/25\n./hyperliquid/activeAssetCtx/parquet/2026/09/27\n./hyperliquid/activeAssetCtx/parquet/2026/09/22\n./hyperliquid/activeAssetCtx/parquet/2026/09/26\n./hyperliquid/activeAssetCtx/parquet/2026/09/20\n./hyperliquid/activeAssetCtx/parquet/2026/09/23\n./hyperliquid/activeAssetCtx/parquet/2026/09/24\n./hyperliquid/activeAssetCtx/parquet/2026/09/21\n./hyperliquid/activeAssetCtx/parquet/2026/09/28\n./hyperliquid/activeAssetCtx/parquet/2026/09/25\n./nado/funding_rate/parquet/2026/09/27\n./nado/funding_rate/parquet/2026/09/22\n./nado/funding_rate/parquet/2026/09/26\n./nado/funding_rate/parquet/2026/09/20\n./nado/funding_rate/parquet/2026/09/23\n./nado/funding_rate/parquet/2026/09/24\n./nado/funding_rate/parquet/2026/09/21\n./nado/funding_rate/parquet/2026/09/28\n./nado/funding_rate/parquet/2026/09/25\n./nado/trades/parquet/2026/09/27\n./nado/trades/parquet/2026/09/22\n./nado/trades/parquet/2026/09/26\n./nado/trades/parquet/2026/09/20\n./nado/trades/parquet/2026/09/23\n./nado/trades/parquet/2026/09/24\n./nado/trades/parquet/2026/09/21\n1220","stderr":"\nShell cwd was reset to /tmp/peerfeed-a21/work-s2-raw","interrupted":false,"isImage":false,"noOutputExpected":false}} {"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011CfYMVxaXDowUtU9RGWmZz","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01UDQ6dTAYYy2A1ju28esEuT","name":"Bash","input":{"command":"cd /tmp/peerfeed-a21/archive/nado/trades/parquet/2026/09; ls -R 26 27 28 | head -60"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1826,"cache_read_input_tokens":2223,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1826},"output_tokens":16,"service_tier":"standard","inference_geo":"not_available"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"106380da-8367-4b5a-9842-e63160e5286d","uuid":"4652ded5-8ff8-4f88-9362-c6b5a31306bc","timestamp":"2026-09-29T20:22:40.878Z","request_id":"req_011CfYMVxDgwV4ohgKoQeTXJ","wire_tool_inputs":{"toolu_01UDQ6dTAYYy2A1ju28esEuT":{"command":"cd /tmp/peerfeed-a21/archive/nado/trades/parquet/2026/09; ls -R 26 27 28 | head -60"}}} {"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01UDQ6dTAYYy2A1ju28esEuT","type":"tool_result","content":"26:\n00-02.parquet\n02-04.parquet\n04-06.parquet\n06-08.parquet\n08-10.parquet\n10-12.parquet\n12-14.parquet\n14-16.parquet\n16-18.parquet\n18-20.parquet\n20-22.parquet\n22-24.parquet\n\n27:\n00-02.parquet\n02-04.parquet\n04-06.parquet\n06-08.parquet\n08-10.parquet\n10-12.parquet\n12-14.parquet\n14-16.parquet\n16-18.parquet\n18-20.parquet\n20-22.parquet\n22-24.parquet\n\n28:\n00-02.parquet\n02-04.parquet\n04-06.parquet\n06-08.parquet\n08-10.parquet\n10-12.parquet\n12-14.parquet\n14-16.parquet\n16-18.parquet\n18-20.parquet\n20-22.parquet\n22-24.parquet\nShell cwd was reset to /tmp/peerfeed-a21/work-s2-raw","is_error":false}]},"parent_tool_use_id":null,"session_id":"106380da-8367-4b5a-9842-e63160e5286d","uuid":"21100a68-e6c8-46ce-8e96-03cc77be3214","timestamp":"2026-09-29T20:22:40.892Z","tool_use_result":{"stdout":"26:\n00-02.parquet\n02-04.parquet\n04-06.parquet\n06-08.parquet\n08-10.parquet\n10-12.parquet\n12-14.parquet\n14-16.parquet\n16-18.parquet\n18-20.parquet\n20-22.parquet\n22-24.parquet\n\n27:\n00-02.parquet\n02-04.parquet\n04-06.parquet\n06-08.parquet\n08-10.parquet\n10-12.parquet\n12-14.parquet\n14-16.parquet\n16-18.parquet\n18-20.parquet\n20-22.parquet\n22-24.parquet\n\n28:\n00-02.parquet\n02-04.parquet\n04-06.parquet\n06-08.parquet\n08-10.parquet\n10-12.parquet\n12-14.parquet\n14-16.parquet\n16-18.parquet\n18-20.parquet\n20-22.parquet\n22-24.parquet","stderr":"\nShell cwd was reset to /tmp/peerfeed-a21/work-s2-raw","interrupted":false,"isImage":false,"noOutputExpected":false}} {"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011CfYMW46AaKMJf4f44DHjh","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01LPKAwMDazCPPyHQS5krqhS","name":"Bash","input":{"command":"cd /tmp/peerfeed-a21/archive/nado/trades/parquet/2026/09; /tmp/peerfeed-a21/venv/bin/python -c \"\nimport duckdb\nc=duckdb.connect()\nprint(c.sql(\\\"describe select * from read_parquet('27/*.parquet')\\\"))\nprint(c.sql(\\\"select * from read_parquet('27/*.parquet', filename=true) limit 5\\\").df().to_string())\nprint(c.sql(\\\"select symbol, count(*), min(ts), max(ts) from read_parquet('27/*.parquet') group by all\\\").df().to_string())\n\" 2>&1 | head -80"},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":452,"cache_read_input_tokens":4049,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":452},"output_tokens":16,"service_tier":"standard","inference_geo":"not_available"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"106380da-8367-4b5a-9842-e63160e5286d","uuid":"ae88eb3d-e750-4f02-9986-eedafbfa47b9","timestamp":"2026-09-29T20:22:43.695Z","request_id":"req_011CfYMW3ka92v8VSE9BtxZw","wire_tool_inputs":{"toolu_01LPKAwMDazCPPyHQS5krqhS":{"command":"cd /tmp/peerfeed-a21/archive/nado/trades/parquet/2026/09; /tmp/peerfeed-a21/venv/bin/python -c \"\nimport duckdb\nc=duckdb.connect()\nprint(c.sql(\\\"describe select * from read_parquet('27/*.parquet')\\\"))\nprint(c.sql(\\\"select * from read_parquet('27/*.parquet', filename=true) limit 5\\\").df().to_string())\nprint(c.sql(\\\"select symbol, count(*), min(ts), max(ts) from read_parquet('27/*.parquet') group by all\\\").df().to_string())\n\" 2>&1 | head -80"}}} {"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01LPKAwMDazCPPyHQS5krqhS","type":"tool_result","content":"Traceback (most recent call last):\n File \"\", line 6, in \n_duckdb.BinderException: Binder Error: Referenced column \"symbol\" not found in FROM clause!\nCandidate bindings: \"is_taker_buyer\"\n┌────────────────┬──────────────────────────┬─────────┬─────────┬─────────┬─────────┐\n│ column_name │ column_type │ null │ key │ default │ extra │\n│ varchar │ varchar │ varchar │ varchar │ varchar │ varchar │\n├────────────────┼──────────────────────────┼─────────┼─────────┼─────────┼─────────┤\n│ type │ VARCHAR │ YES │ NULL │ NULL │ NULL │\n│ timestamp │ TIMESTAMP WITH TIME ZONE │ YES │ NULL │ NULL │ NULL │\n│ product_id │ BIGINT │ YES │ NULL │ NULL │ NULL │\n│ price │ VARCHAR │ YES │ NULL │ NULL │ NULL │\n│ taker_qty │ VARCHAR │ YES │ NULL │ NULL │ NULL │\n│ maker_qty │ VARCHAR │ YES │ NULL │ NULL │ NULL │\n│ is_taker_buyer │ BOOLEAN │ YES │ NULL │ NULL │ NULL │\n│ recorded_at │ TIMESTAMP WITH TIME ZONE │ YES │ NULL │ NULL │ NULL │\n└────────────────┴──────────────────────────┴─────────┴─────────┴─────────┴─────────┘\n\n type timestamp product_id price taker_qty maker_qty is_taker_buyer recorded_at filename\n0 trade 2026-09-27 01:59:05.439566+02:00 30 4409000000000000 95700000000000000000000 95700000000000000000000 False 2026-09-27 01:59:05.556000+02:00 27/00-02.parquet\n1 trade 2026-09-27 01:59:05.442381+02:00 30 4409000000000000 34300000000000000000000 34300000000000000000000 False 2026-09-27 01:59:05.559000+02:00 27/00-02.parquet\n2 trade 2026-09-27 01:59:14.980349+02:00 36 4847700000000000000 81000000000000000000 81000000000000000000 True 2026-09-27 01:59:15.098000+02:00 27/00-02.parquet\n3 trade 2026-09-27 01:59:16.299113+02:00 16 92560000000000000000 6000000000000000000 6000000000000000000 True 2026-09-27 01:59:16.421000+02:00 27/00-02.parquet\n4 trade 2026-09-27 01:59:16.299113+02:00 16 92560000000000000000 4800000000000000000 4800000000000000000 True 2026-09-27 01:59:16.421000+02:00 27/00-02.parquet\nShell cwd was reset to /tmp/peerfeed-a21/work-s2-raw","is_error":false}]},"parent_tool_use_id":null,"session_id":"106380da-8367-4b5a-9842-e63160e5286d","uuid":"7a19e3b5-5ab3-4856-87cc-60ac76dd6c6c","timestamp":"2026-09-29T20:22:43.922Z","tool_use_result":{"stdout":"Traceback (most recent call last):\n File \"\", line 6, in \n_duckdb.BinderException: Binder Error: Referenced column \"symbol\" not found in FROM clause!\nCandidate bindings: \"is_taker_buyer\"\n┌────────────────┬──────────────────────────┬─────────┬─────────┬─────────┬─────────┐\n│ column_name │ column_type │ null │ key │ default │ extra │\n│ varchar │ varchar │ varchar │ varchar │ varchar │ varchar │\n├────────────────┼──────────────────────────┼─────────┼─────────┼─────────┼─────────┤\n│ type │ VARCHAR │ YES │ NULL │ NULL │ NULL │\n│ timestamp │ TIMESTAMP WITH TIME ZONE │ YES │ NULL │ NULL │ NULL │\n│ product_id │ BIGINT │ YES │ NULL │ NULL │ NULL │\n│ price │ VARCHAR │ YES │ NULL │ NULL │ NULL │\n│ taker_qty │ VARCHAR │ YES │ NULL │ NULL │ NULL │\n│ maker_qty │ VARCHAR │ YES │ NULL │ NULL │ NULL │\n│ is_taker_buyer │ BOOLEAN │ YES │ NULL │ NULL │ NULL │\n│ recorded_at │ TIMESTAMP WITH TIME ZONE │ YES │ NULL │ NULL │ NULL │\n└────────────────┴──────────────────────────┴─────────┴─────────┴─────────┴─────────┘\n\n type timestamp product_id price taker_qty maker_qty is_taker_buyer recorded_at filename\n0 trade 2026-09-27 01:59:05.439566+02:00 30 4409000000000000 95700000000000000000000 95700000000000000000000 False 2026-09-27 01:59:05.556000+02:00 27/00-02.parquet\n1 trade 2026-09-27 01:59:05.442381+02:00 30 4409000000000000 34300000000000000000000 34300000000000000000000 False 2026-09-27 01:59:05.559000+02:00 27/00-02.parquet\n2 trade 2026-09-27 01:59:14.980349+02:00 36 4847700000000000000 81000000000000000000 81000000000000000000 True 2026-09-27 01:59:15.098000+02:00 27/00-02.parquet\n3 trade 2026-09-27 01:59:16.299113+02:00 16 92560000000000000000 6000000000000000000 6000000000000000000 True 2026-09-27 01:59:16.421000+02:00 27/00-02.parquet\n4 trade 2026-09-27 01:59:16.299113+02:00 16 92560000000000000000 4800000000000000000 4800000000000000000 True 2026-09-27 01:59:16.421000+02:00 27/00-02.parquet","stderr":"\nShell cwd was reset to /tmp/peerfeed-a21/work-s2-raw","interrupted":false,"isImage":false,"noOutputExpected":false}} {"type":"system","subtype":"thinking_tokens","estimated_tokens":50,"estimated_tokens_delta":50,"session_id":"106380da-8367-4b5a-9842-e63160e5286d","uuid":"4e3157b5-1a9d-4bb1-971e-265e97c76165"} {"type":"system","subtype":"thinking_tokens","estimated_tokens":243,"estimated_tokens_delta":193,"session_id":"106380da-8367-4b5a-9842-e63160e5286d","uuid":"5d084ebf-a903-40df-8214-6d4ec6aeb5b8"} {"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011CfYMWH33GWZ7r9SoDUMEk","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1403,"cache_read_input_tokens":4501,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1403},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"106380da-8367-4b5a-9842-e63160e5286d","uuid":"e61f1fb9-65e1-4f93-b247-b003e583deb5","timestamp":"2026-09-29T20:22:46.831Z","request_id":"req_011CfYMWGgTPDyaZzVnQxrTK"} {"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011CfYMWH33GWZ7r9SoDUMEk","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_016snmetJMdCD6r8gzqNGp91","name":"Bash","input":{"command":"cd /tmp/peerfeed-a21/archive/nado; ls; ls funding_rate/parquet/2026/09/27 | head -3; /tmp/peerfeed-a21/venv/bin/python -c \"\nimport duckdb\nc=duckdb.connect(); c.sql(\\\"set timezone='UTC'\\\")\nprint(c.sql(\\\"select product_id, count(*), median(price::double/1e18) p, min(timestamp), max(timestamp) from read_parquet('trades/parquet/2026/09/27/*.parquet') group by all order by p desc\\\").df().to_string())\nprint(c.sql(\\\"select filename, min(timestamp), max(timestamp), count(*) from read_parquet('trades/parquet/2026/09/2[678]/*.parquet', filename=true) group by all order by 1\\\").df().to_string())\nprint(c.sql(\\\"describe select * from read_parquet('funding_rate/parquet/2026/09/27/*.parquet')\\\"))\n\""},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1403,"cache_read_input_tokens":4501,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1403},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"106380da-8367-4b5a-9842-e63160e5286d","uuid":"63e9fcaa-1ea1-4fdc-b158-e825aee3220a","timestamp":"2026-09-29T20:22:49.015Z","request_id":"req_011CfYMWGgTPDyaZzVnQxrTK","wire_tool_inputs":{"toolu_016snmetJMdCD6r8gzqNGp91":{"command":"cd /tmp/peerfeed-a21/archive/nado; ls; ls funding_rate/parquet/2026/09/27 | head -3; /tmp/peerfeed-a21/venv/bin/python -c \"\nimport duckdb\nc=duckdb.connect(); c.sql(\\\"set timezone='UTC'\\\")\nprint(c.sql(\\\"select product_id, count(*), median(price::double/1e18) p, min(timestamp), max(timestamp) from read_parquet('trades/parquet/2026/09/27/*.parquet') group by all order by p desc\\\").df().to_string())\nprint(c.sql(\\\"select filename, min(timestamp), max(timestamp), count(*) from read_parquet('trades/parquet/2026/09/2[678]/*.parquet', filename=true) group by all order by 1\\\").df().to_string())\nprint(c.sql(\\\"describe select * from read_parquet('funding_rate/parquet/2026/09/27/*.parquet')\\\"))\n\""}}} {"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_016snmetJMdCD6r8gzqNGp91","type":"tool_result","content":"funding_rate\ntrades\n00-02.parquet\n02-04.parquet\n04-06.parquet\n product_id count_star() p min(\"timestamp\") max(\"timestamp\")\n0 1 27 84636.000000 2026-09-27 01:50:38.739155+00:00 2026-09-27 22:14:13.579310+00:00\n1 2 23344 84557.000000 2026-09-26 23:59:17.693162+00:00 2026-09-27 23:58:51.574092+00:00\n2 28 827 4279.300000 2026-09-27 00:15:03.747070+00:00 2026-09-27 23:56:14.340202+00:00\n3 159 2 4271.550000 2026-09-27 14:13:21.055333+00:00 2026-09-27 23:42:55.145509+00:00\n4 3 3 2714.800000 2026-09-27 06:29:08.322200+00:00 2026-09-27 22:01:43.353765+00:00\n5 4 23234 2694.700000 2026-09-26 23:59:46.493266+00:00 2026-09-27 23:58:48.762694+00:00\n6 138 283 1777.500000 2026-09-27 00:13:47.249276+00:00 2026-09-27 23:45:04.116052+00:00\n7 18 9282 1640.860000 2026-09-26 23:59:46.523030+00:00 2026-09-27 23:58:48.768314+00:00\n8 136 382 1092.615000 2026-09-27 01:11:09.336188+00:00 2026-09-27 23:51:00.831901+00:00\n9 14 1041 777.280000 2026-09-26 23:59:46.523543+00:00 2026-09-27 23:58:10.124402+00:00\n10 117 39 774.980000 2026-09-27 07:19:17.422015+00:00 2026-09-27 21:46:11.926955+00:00\n11 100 405 770.890000 2026-09-27 00:44:31.057151+00:00 2026-09-27 23:56:57.002435+00:00\n12 149 14 751.740000 2026-09-27 05:30:05.543027+00:00 2026-09-27 22:20:56.483923+00:00\n13 115 8 749.615000 2026-09-27 01:31:59.270305+00:00 2026-09-27 19:47:20.635544+00:00\n14 108 326 749.000000 2026-09-27 00:17:26.593342+00:00 2026-09-27 23:48:47.357643+00:00\n15 98 688 745.080000 2026-09-27 00:02:30.165728+00:00 2026-09-27 23:53:30.663143+00:00\n16 126 31 634.720000 2026-09-27 01:24:13.585790+00:00 2026-09-27 22:35:07.957920+00:00\n17 130 8 565.695000 2026-09-27 00:56:52.339224+00:00 2026-09-27 21:46:08.973961+00:00\n18 34 92 550.405000 2026-09-27 00:06:18.662012+00:00 2026-09-27 23:48:17.128848+00:00\n19 110 4 518.500000 2026-09-27 08:45:07.664088+00:00 2026-09-27 14:12:04.885433+00:00\n20 155 5 372.840000 2026-09-27 02:13:33.980177+00:00 2026-09-27 20:49:56.247125+00:00\n21 114 15 372.770000 2026-09-27 01:28:56.493256+00:00 2026-09-27 13:13:02.380960+00:00\n22 128 13 354.700000 2026-09-27 02:52:38.426337+00:00 2026-09-27 15:36:01.378945+00:00\n23 147 21 345.100000 2026-09-27 04:08:31.820713+00:00 2026-09-27 23:50:46.417930+00:00\n24 106 74 343.875000 2026-09-27 00:57:22.360956+00:00 2026-09-27 23:48:50.921753+00:00\n25 143 10 341.375000 2026-09-27 03:19:57.804147+00:00 2026-09-27 23:27:22.684674+00:00\n26 102 6 340.310000 2026-09-27 02:58:18.260311+00:00 2026-09-27 21:45:23.845275+00:00\n27 68 439 334.990000 2026-09-27 00:20:15.201709+00:00 2026-09-27 23:58:10.167706+00:00\n28 32 3721 326.760000 2026-09-27 00:02:05.489202+00:00 2026-09-27 23:58:10.007772+00:00\n29 134 11 263.270000 2026-09-27 00:58:52.678116+00:00 2026-09-27 07:53:31.368241+00:00\n30 104 41 250.140000 2026-09-27 09:35:09.522074+00:00 2026-09-27 22:42:39.516887+00:00\n31 174 12 238.975000 2026-09-27 02:16:34.760448+00:00 2026-09-27 23:32:14.604146+00:00\n32 153 10 225.470000 2026-09-27 01:32:42.151709+00:00 2026-09-27 23:48:33.994829+00:00\n33 112 255 224.990000 2026-09-27 01:08:27.325084+00:00 2026-09-27 22:27:25.268976+00:00\n34 182 6 192.700000 2026-09-27 07:25:38.413803+00:00 2026-09-27 22:00:36.507058+00:00\n35 166 87 161.520000 2026-09-27 01:28:42.417966+00:00 2026-09-27 23:35:49.707704+00:00\n36 26 336 154.630000 2026-09-27 00:03:04.946448+00:00 2026-09-27 23:58:09.917080+00:00\n37 140 268 148.820000 2026-09-27 00:11:01.436299+00:00 2026-09-27 22:57:06.631347+00:00\n38 132 190 124.660000 2026-09-27 00:22:49.736182+00:00 2026-09-27 23:37:29.412886+00:00\n39 8 21707 122.110000 2026-09-26 23:59:43.201974+00:00 2026-09-27 23:58:54.338519+00:00\n40 90 611 93.691000 2026-09-27 00:01:15.565276+00:00 2026-09-27 23:51:32.785041+00:00\n41 16 29488 92.197000 2026-09-26 23:59:16.299113+00:00 2026-09-27 23:58:57.869154+00:00\n42 170 32 89.415000 2026-09-27 01:59:21.395929+00:00 2026-09-27 23:27:37.535356+00:00\n43 168 2 80.865000 2026-09-27 13:45:50.616784+00:00 2026-09-27 13:45:50.616784+00:00\n44 76 405 71.117000 2026-09-27 00:06:29.917755+00:00 2026-09-27 23:58:10.082207+00:00\n45 88 646 64.158000 2026-09-27 00:22:12.992107+00:00 2026-09-27 23:57:38.239064+00:00\n46 124 139 30.058000 2026-09-27 00:09:03.964223+00:00 2026-09-27 23:58:47.314164+00:00\n47 74 231 14.141000 2026-09-27 00:05:01.528149+00:00 2026-09-27 23:58:16.404971+00:00\n48 64 285 10.981000 2026-09-27 01:01:04.406740+00:00 2026-09-27 23:47:46.256086+00:00\n49 46 5946 9.836050 2026-09-26 23:59:46.486142+00:00 2026-09-27 23:58:32.733925+00:00\n50 164 5 8.102000 2026-09-27 12:04:41.383352+00:00 2026-09-27 12:27:12.723838+00:00\n51 78 5891 5.342800 2026-09-27 00:00:30.409426+00:00 2026-09-27 23:58:46.394094+00:00\n52 36 4711 4.715300 2026-09-26 23:59:14.980349+00:00 2026-09-27 23:58:10.578899+00:00\n53 58 440 1.630150 2026-09-27 00:38:31.371713+00:00 2026-09-27 22:49:08.455328+00:00\n54 122 322 1.625750 2026-09-27 00:01:28.247643+00:00 2026-09-27 23:49:02.160301+00:00\n55 10 2310 1.524150 2026-09-26 23:59:46.503977+00:00 2026-09-27 23:58:11.538116+00:00\n56 24 2468 1.269100 2026-09-27 00:01:32.304974+00:00 2026-09-27 23:58:10.188108+00:00\n57 92 9 1.138090 2026-09-27 07:40:04.893045+00:00 2026-09-27 21:42:33.052297+00:00\n58 5 10 1.000300 2026-09-27 08:15:50.925317+00:00 2026-09-27 22:25:46.097039+00:00\n59 48 234 0.728965 2026-09-27 00:05:00.233673+00:00 2026-09-27 23:58:10.131623+00:00\n60 188 36 0.591035 2026-09-27 04:43:32.908247+00:00 2026-09-27 23:30:31.332240+00:00\n61 142 324 0.564820 2026-09-27 03:43:14.690712+00:00 2026-09-27 22:54:49.137187+00:00\n62 80 559 0.544360 2026-09-27 00:12:05.488790+00:00 2026-09-27 23:57:09.582362+00:00\n63 86 835 0.344980 2026-09-26 23:59:46.506507+00:00 2026-09-27 23:58:09.874156+00:00\n64 42 60 0.289565 2026-09-27 02:27:55.898198+00:00 2026-09-27 22:47:46.746383+00:00\n65 72 4439 0.274060 2026-09-27 00:08:45.629988+00:00 2026-09-27 23:58:52.955181+00:00\n66 172 45 0.270420 2026-09-27 03:52:50.067265+00:00 2026-09-27 22:13:53.168955+00:00\n67 22 1950 0.194815 2026-09-26 23:59:39.984994+00:00 2026-09-27 23:58:45.105115+00:00\n68 186 245 0.174700 2026-09-27 00:18:31.084997+00:00 2026-09-27 23:54:09.546339+00:00\n69 50 2259 0.107970 2026-09-26 23:59:32.728887+00:00 2026-09-27 23:58:48.774579+00:00\n70 52 474 0.097160 2026-09-27 00:57:38.479961+00:00 2026-09-27 23:58:10.151198+00:00\n71 82 241 0.080190 2026-09-27 00:47:16.810371+00:00 2026-09-27 23:49:47.893276+00:00\n72 54 36 0.058405 2026-09-27 08:02:42.646842+00:00 2026-09-27 22:34:00.636406+00:00\n73 158 38 0.046925 2026-09-27 00:38:10.989490+00:00 2026-09-27 21:48:50.149643+00:00\n74 120 73 0.044760 2026-09-27 00:02:58.629008+00:00 2026-09-27 22:35:49.143004+00:00\n75 20 2147 0.027215 2026-09-27 00:02:24.043062+00:00 2026-09-27 23:58:41.825092+00:00\n76 40 1486 0.010105 2026-09-27 00:02:21.752752+00:00 2026-09-27 23:54:54.808801+00:00\n77 30 7737 0.004949 2026-09-26 23:59:05.439566+00:00 2026-09-27 23:58:09.889874+00:00\n78 38 227 0.004377 2026-09-27 00:08:42.274018+00:00 2026-09-27 23:58:10.075388+00:00\n79 56 100 0.003701 2026-09-27 00:30:40.603386+00:00 2026-09-27 23:35:28.420114+00:00\n filename min(\"timestamp\") max(\"timestamp\") count_star()\n0 trades/parquet/2026/09/26/00-02.parquet 2026-09-25 23:59:00.749086+00:00 2026-09-26 01:58:56.987000+00:00 10673\n1 trades/parquet/2026/09/26/02-04.parquet 2026-09-26 01:59:06.302017+00:00 2026-09-26 03:58:51.252580+00:00 7856\n2 trades/parquet/2026/09/26/04-06.parquet 2026-09-26 03:59:03.945256+00:00 2026-09-26 05:58:49.449982+00:00 6935\n3 trades/parquet/2026/09/26/06-08.parquet 2026-09-26 05:59:01.571980+00:00 2026-09-26 07:58:59.020084+00:00 6362\n4 trades/parquet/2026/09/26/08-10.parquet 2026-09-26 07:59:00.948064+00:00 2026-09-26 09:58:59.712293+00:00 9179\n5 trades/parquet/2026/09/26/10-12.parquet 2026-09-26 09:59:00.258966+00:00 2026-09-26 11:58:53.550362+00:00 8442\n6 trades/parquet/2026/09/26/12-14.parquet 2026-09-26 11:58:59.980117+00:00 2026-09-26 13:58:59.130267+00:00 9782\n7 trades/parquet/2026/09/26/14-16.parquet 2026-09-26 13:58:58.858288+00:00 2026-09-26 15:58:58.199722+00:00 9434\n8 trades/parquet/2026/09/26/16-18.parquet 2026-09-26 15:59:00.835813+00:00 2026-09-26 17:58:58.412280+00:00 8752\n9 trades/parquet/2026/09/26/18-20.parquet 2026-09-26 17:59:01.443315+00:00 2026-09-26 19:58:56.730303+00:00 7155\n10 trades/parquet/2026/09/26/20-22.parquet 2026-09-26 19:59:01.340030+00:00 2026-09-26 21:58:59.067218+00:00 13975\n11 trades/parquet/2026/09/26/22-24.parquet 2026-09-26 21:59:01.385579+00:00 2026-09-26 23:58:50.942018+00:00 8287\n12 trades/parquet/2026/09/27/00-02.parquet 2026-09-26 23:59:05.439566+00:00 2026-09-27 01:58:53.672498+00:00 8254\n13 trades/parquet/2026/09/27/02-04.parquet 2026-09-27 01:59:07.169001+00:00 2026-09-27 03:58:40.758136+00:00 6690\n14 trades/parquet/2026/09/27/04-06.parquet 2026-09-27 03:59:09.373979+00:00 2026-09-27 05:58:58.871403+00:00 10706\n15 trades/parquet/2026/09/27/06-08.parquet 2026-09-27 05:59:02.868691+00:00 2026-09-27 07:58:59.612933+00:00 12319\n16 trades/parquet/2026/09/27/08-10.parquet 2026-09-27 07:59:00.962456+00:00 2026-09-27 09:58:58.792089+00:00 15388\n17 trades/parquet/2026/09/27/10-12.parquet 2026-09-27 09:59:00.451170+00:00 2026-09-27 11:58:58.047776+00:00 10082\n18 trades/parquet/2026/09/27/12-14.parquet 2026-09-27 11:59:00.348953+00:00 2026-09-27 13:58:59.384051+00:00 15736\n19 trades/parquet/2026/09/27/14-16.parquet 2026-09-27 13:59:01.440085+00:00 2026-09-27 15:58:58.830121+00:00 21528\n20 trades/parquet/2026/09/27/16-18.parquet 2026-09-27 15:58:59.971406+00:00 2026-09-27 17:58:57.180069+00:00 13238\n21 trades/parquet/2026/09/27/18-20.parquet 2026-09-27 17:59:00.505711+00:00 2026-09-27 19:58:57.198830+00:00 14723\n22 trades/parquet/2026/09/27/20-22.parquet 2026-09-27 19:59:01.528094+00:00 2026-09-27 21:58:58.846464+00:00 15545\n23 trades/parquet/2026/09/27/22-24.parquet 2026-09-27 21:59:00.966032+00:00 2026-09-27 23:58:57.869154+00:00 20554\n24 trades/parquet/2026/09/28/00-02.parquet 2026-09-27 23:59:02.775753+00:00 2026-09-28 01:58:59.488710+00:00 31397\n25 trades/parquet/2026/09/28/02-04.parquet 2026-09-28 01:59:00.502658+00:00 2026-09-28 03:58:58.293667+00:00 26639\n26 trades/parquet/2026/09/28/04-06.parquet 2026-09-28 03:59:00.555786+00:00 2026-09-28 05:58:58.178183+00:00 20886\n27 trades/parquet/2026/09/28/06-08.parquet 2026-09-28 05:59:00.665253+00:00 2026-09-28 07:58:59.155675+00:00 21692\n28 trades/parquet/2026/09/28/08-10.parquet 2026-09-28 07:59:02.995794+00:00 2026-09-28 09:58:57.716032+00:00 21877\n29 trades/parquet/2026/09/28/10-12.parquet 2026-09-28 09:59:02.473279+00:00 2026-09-28 11:58:56.876935+00:00 16529\n30 trades/parquet/2026/09/28/12-14.parquet 2026-09-28 11:59:00.529343+00:00 2026-09-28 13:58:59.371994+00:00 27356\n31 trades/parquet/2026/09/28/14-16.parquet 2026-09-28 13:59:02.388738+00:00 2026-09-28 15:58:59.753695+00:00 34000\n32 trades/parquet/2026/09/28/16-18.parquet 2026-09-28 15:58:59.877988+00:00 2026-09-28 17:58:57.573304+00:00 27870\n33 trades/parquet/2026/09/28/18-20.parquet 2026-09-28 17:59:02.136948+00:00 2026-09-28 19:58:59.365514+00:00 25594\n34 trades/parquet/2026/09/28/20-22.parquet 2026-09-28 19:59:00.476963+00:00 2026-09-28 21:58:58.373273+00:00 18102\n35 trades/parquet/2026/09/28/22-24.parquet 2026-09-28 21:58:59.885796+00:00 2026-09-28 23:58:53.783206+00:00 14157\n┌──────────────────┬──────────────────────────┬─────────┬─────────┬─────────┬─────────┐\n│ column_name │ column_type │ null │ key │ default │ extra │\n│ varchar │ varchar │ varchar │ varchar │ varchar │ varchar │\n├──────────────────┼──────────────────────────┼─────────┼─────────┼─────────┼─────────┤\n│ type │ VARCHAR │ YES │ NULL │ NULL │ NULL │\n│ timestamp │ TIMESTAMP WITH TIME ZONE │ YES │ NULL │ NULL │ NULL │\n│ product_id │ BIGINT │ YES │ NULL │ NULL │ NULL │\n│ funding_rate_x18 │ BIGINT │ YES │ NULL │ NULL │ NULL │\n│ update_time │ BIGINT │ YES │ NULL │ NULL │ NULL │\n│ recorded_at │ TIMESTAMP WITH TIME ZONE │ YES │ NULL │ NULL │ NULL │\n└──────────────────┴──────────────────────────┴─────────┴─────────┴─────────┴─────────┘\nShell cwd was reset to /tmp/peerfeed-a21/work-s2-raw","is_error":false}]},"parent_tool_use_id":null,"session_id":"106380da-8367-4b5a-9842-e63160e5286d","uuid":"d62aab75-75f0-42c8-b955-88281f31d0e7","timestamp":"2026-09-29T20:22:49.260Z","tool_use_result":{"stdout":"funding_rate\ntrades\n00-02.parquet\n02-04.parquet\n04-06.parquet\n product_id count_star() p min(\"timestamp\") max(\"timestamp\")\n0 1 27 84636.000000 2026-09-27 01:50:38.739155+00:00 2026-09-27 22:14:13.579310+00:00\n1 2 23344 84557.000000 2026-09-26 23:59:17.693162+00:00 2026-09-27 23:58:51.574092+00:00\n2 28 827 4279.300000 2026-09-27 00:15:03.747070+00:00 2026-09-27 23:56:14.340202+00:00\n3 159 2 4271.550000 2026-09-27 14:13:21.055333+00:00 2026-09-27 23:42:55.145509+00:00\n4 3 3 2714.800000 2026-09-27 06:29:08.322200+00:00 2026-09-27 22:01:43.353765+00:00\n5 4 23234 2694.700000 2026-09-26 23:59:46.493266+00:00 2026-09-27 23:58:48.762694+00:00\n6 138 283 1777.500000 2026-09-27 00:13:47.249276+00:00 2026-09-27 23:45:04.116052+00:00\n7 18 9282 1640.860000 2026-09-26 23:59:46.523030+00:00 2026-09-27 23:58:48.768314+00:00\n8 136 382 1092.615000 2026-09-27 01:11:09.336188+00:00 2026-09-27 23:51:00.831901+00:00\n9 14 1041 777.280000 2026-09-26 23:59:46.523543+00:00 2026-09-27 23:58:10.124402+00:00\n10 117 39 774.980000 2026-09-27 07:19:17.422015+00:00 2026-09-27 21:46:11.926955+00:00\n11 100 405 770.890000 2026-09-27 00:44:31.057151+00:00 2026-09-27 23:56:57.002435+00:00\n12 149 14 751.740000 2026-09-27 05:30:05.543027+00:00 2026-09-27 22:20:56.483923+00:00\n13 115 8 749.615000 2026-09-27 01:31:59.270305+00:00 2026-09-27 19:47:20.635544+00:00\n14 108 326 749.000000 2026-09-27 00:17:26.593342+00:00 2026-09-27 23:48:47.357643+00:00\n15 98 688 745.080000 2026-09-27 00:02:30.165728+00:00 2026-09-27 23:53:30.663143+00:00\n16 126 31 634.720000 2026-09-27 01:24:13.585790+00:00 2026-09-27 22:35:07.957920+00:00\n17 130 8 565.695000 2026-09-27 00:56:52.339224+00:00 2026-09-27 21:46:08.973961+00:00\n18 34 92 550.405000 2026-09-27 00:06:18.662012+00:00 2026-09-27 23:48:17.128848+00:00\n19 110 4 518.500000 2026-09-27 08:45:07.664088+00:00 2026-09-27 14:12:04.885433+00:00\n20 155 5 372.840000 2026-09-27 02:13:33.980177+00:00 2026-09-27 20:49:56.247125+00:00\n21 114 15 372.770000 2026-09-27 01:28:56.493256+00:00 2026-09-27 13:13:02.380960+00:00\n22 128 13 354.700000 2026-09-27 02:52:38.426337+00:00 2026-09-27 15:36:01.378945+00:00\n23 147 21 345.100000 2026-09-27 04:08:31.820713+00:00 2026-09-27 23:50:46.417930+00:00\n24 106 74 343.875000 2026-09-27 00:57:22.360956+00:00 2026-09-27 23:48:50.921753+00:00\n25 143 10 341.375000 2026-09-27 03:19:57.804147+00:00 2026-09-27 23:27:22.684674+00:00\n26 102 6 340.310000 2026-09-27 02:58:18.260311+00:00 2026-09-27 21:45:23.845275+00:00\n27 68 439 334.990000 2026-09-27 00:20:15.201709+00:00 2026-09-27 23:58:10.167706+00:00\n28 32 3721 326.760000 2026-09-27 00:02:05.489202+00:00 2026-09-27 23:58:10.007772+00:00\n29 134 11 263.270000 2026-09-27 00:58:52.678116+00:00 2026-09-27 07:53:31.368241+00:00\n30 104 41 250.140000 2026-09-27 09:35:09.522074+00:00 2026-09-27 22:42:39.516887+00:00\n31 174 12 238.975000 2026-09-27 02:16:34.760448+00:00 2026-09-27 23:32:14.604146+00:00\n32 153 10 225.470000 2026-09-27 01:32:42.151709+00:00 2026-09-27 23:48:33.994829+00:00\n33 112 255 224.990000 2026-09-27 01:08:27.325084+00:00 2026-09-27 22:27:25.268976+00:00\n34 182 6 192.700000 2026-09-27 07:25:38.413803+00:00 2026-09-27 22:00:36.507058+00:00\n35 166 87 161.520000 2026-09-27 01:28:42.417966+00:00 2026-09-27 23:35:49.707704+00:00\n36 26 336 154.630000 2026-09-27 00:03:04.946448+00:00 2026-09-27 23:58:09.917080+00:00\n37 140 268 148.820000 2026-09-27 00:11:01.436299+00:00 2026-09-27 22:57:06.631347+00:00\n38 132 190 124.660000 2026-09-27 00:22:49.736182+00:00 2026-09-27 23:37:29.412886+00:00\n39 8 21707 122.110000 2026-09-26 23:59:43.201974+00:00 2026-09-27 23:58:54.338519+00:00\n40 90 611 93.691000 2026-09-27 00:01:15.565276+00:00 2026-09-27 23:51:32.785041+00:00\n41 16 29488 92.197000 2026-09-26 23:59:16.299113+00:00 2026-09-27 23:58:57.869154+00:00\n42 170 32 89.415000 2026-09-27 01:59:21.395929+00:00 2026-09-27 23:27:37.535356+00:00\n43 168 2 80.865000 2026-09-27 13:45:50.616784+00:00 2026-09-27 13:45:50.616784+00:00\n44 76 405 71.117000 2026-09-27 00:06:29.917755+00:00 2026-09-27 23:58:10.082207+00:00\n45 88 646 64.158000 2026-09-27 00:22:12.992107+00:00 2026-09-27 23:57:38.239064+00:00\n46 124 139 30.058000 2026-09-27 00:09:03.964223+00:00 2026-09-27 23:58:47.314164+00:00\n47 74 231 14.141000 2026-09-27 00:05:01.528149+00:00 2026-09-27 23:58:16.404971+00:00\n48 64 285 10.981000 2026-09-27 01:01:04.406740+00:00 2026-09-27 23:47:46.256086+00:00\n49 46 5946 9.836050 2026-09-26 23:59:46.486142+00:00 2026-09-27 23:58:32.733925+00:00\n50 164 5 8.102000 2026-09-27 12:04:41.383352+00:00 2026-09-27 12:27:12.723838+00:00\n51 78 5891 5.342800 2026-09-27 00:00:30.409426+00:00 2026-09-27 23:58:46.394094+00:00\n52 36 4711 4.715300 2026-09-26 23:59:14.980349+00:00 2026-09-27 23:58:10.578899+00:00\n53 58 440 1.630150 2026-09-27 00:38:31.371713+00:00 2026-09-27 22:49:08.455328+00:00\n54 122 322 1.625750 2026-09-27 00:01:28.247643+00:00 2026-09-27 23:49:02.160301+00:00\n55 10 2310 1.524150 2026-09-26 23:59:46.503977+00:00 2026-09-27 23:58:11.538116+00:00\n56 24 2468 1.269100 2026-09-27 00:01:32.304974+00:00 2026-09-27 23:58:10.188108+00:00\n57 92 9 1.138090 2026-09-27 07:40:04.893045+00:00 2026-09-27 21:42:33.052297+00:00\n58 5 10 1.000300 2026-09-27 08:15:50.925317+00:00 2026-09-27 22:25:46.097039+00:00\n59 48 234 0.728965 2026-09-27 00:05:00.233673+00:00 2026-09-27 23:58:10.131623+00:00\n60 188 36 0.591035 2026-09-27 04:43:32.908247+00:00 2026-09-27 23:30:31.332240+00:00\n61 142 324 0.564820 2026-09-27 03:43:14.690712+00:00 2026-09-27 22:54:49.137187+00:00\n62 80 559 0.544360 2026-09-27 00:12:05.488790+00:00 2026-09-27 23:57:09.582362+00:00\n63 86 835 0.344980 2026-09-26 23:59:46.506507+00:00 2026-09-27 23:58:09.874156+00:00\n64 42 60 0.289565 2026-09-27 02:27:55.898198+00:00 2026-09-27 22:47:46.746383+00:00\n65 72 4439 0.274060 2026-09-27 00:08:45.629988+00:00 2026-09-27 23:58:52.955181+00:00\n66 172 45 0.270420 2026-09-27 03:52:50.067265+00:00 2026-09-27 22:13:53.168955+00:00\n67 22 1950 0.194815 2026-09-26 23:59:39.984994+00:00 2026-09-27 23:58:45.105115+00:00\n68 186 245 0.174700 2026-09-27 00:18:31.084997+00:00 2026-09-27 23:54:09.546339+00:00\n69 50 2259 0.107970 2026-09-26 23:59:32.728887+00:00 2026-09-27 23:58:48.774579+00:00\n70 52 474 0.097160 2026-09-27 00:57:38.479961+00:00 2026-09-27 23:58:10.151198+00:00\n71 82 241 0.080190 2026-09-27 00:47:16.810371+00:00 2026-09-27 23:49:47.893276+00:00\n72 54 36 0.058405 2026-09-27 08:02:42.646842+00:00 2026-09-27 22:34:00.636406+00:00\n73 158 38 0.046925 2026-09-27 00:38:10.989490+00:00 2026-09-27 21:48:50.149643+00:00\n74 120 73 0.044760 2026-09-27 00:02:58.629008+00:00 2026-09-27 22:35:49.143004+00:00\n75 20 2147 0.027215 2026-09-27 00:02:24.043062+00:00 2026-09-27 23:58:41.825092+00:00\n76 40 1486 0.010105 2026-09-27 00:02:21.752752+00:00 2026-09-27 23:54:54.808801+00:00\n77 30 7737 0.004949 2026-09-26 23:59:05.439566+00:00 2026-09-27 23:58:09.889874+00:00\n78 38 227 0.004377 2026-09-27 00:08:42.274018+00:00 2026-09-27 23:58:10.075388+00:00\n79 56 100 0.003701 2026-09-27 00:30:40.603386+00:00 2026-09-27 23:35:28.420114+00:00\n filename min(\"timestamp\") max(\"timestamp\") count_star()\n0 trades/parquet/2026/09/26/00-02.parquet 2026-09-25 23:59:00.749086+00:00 2026-09-26 01:58:56.987000+00:00 10673\n1 trades/parquet/2026/09/26/02-04.parquet 2026-09-26 01:59:06.302017+00:00 2026-09-26 03:58:51.252580+00:00 7856\n2 trades/parquet/2026/09/26/04-06.parquet 2026-09-26 03:59:03.945256+00:00 2026-09-26 05:58:49.449982+00:00 6935\n3 trades/parquet/2026/09/26/06-08.parquet 2026-09-26 05:59:01.571980+00:00 2026-09-26 07:58:59.020084+00:00 6362\n4 trades/parquet/2026/09/26/08-10.parquet 2026-09-26 07:59:00.948064+00:00 2026-09-26 09:58:59.712293+00:00 9179\n5 trades/parquet/2026/09/26/10-12.parquet 2026-09-26 09:59:00.258966+00:00 2026-09-26 11:58:53.550362+00:00 8442\n6 trades/parquet/2026/09/26/12-14.parquet 2026-09-26 11:58:59.980117+00:00 2026-09-26 13:58:59.130267+00:00 9782\n7 trades/parquet/2026/09/26/14-16.parquet 2026-09-26 13:58:58.858288+00:00 2026-09-26 15:58:58.199722+00:00 9434\n8 trades/parquet/2026/09/26/16-18.parquet 2026-09-26 15:59:00.835813+00:00 2026-09-26 17:58:58.412280+00:00 8752\n9 trades/parquet/2026/09/26/18-20.parquet 2026-09-26 17:59:01.443315+00:00 2026-09-26 19:58:56.730303+00:00 7155\n10 trades/parquet/2026/09/26/20-22.parquet 2026-09-26 19:59:01.340030+00:00 2026-09-26 21:58:59.067218+00:00 13975\n11 trades/parquet/2026/09/26/22-24.parquet 2026-09-26 21:59:01.385579+00:00 2026-09-26 23:58:50.942018+00:00 8287\n12 trades/parquet/2026/09/27/00-02.parquet 2026-09-26 23:59:05.439566+00:00 2026-09-27 01:58:53.672498+00:00 8254\n13 trades/parquet/2026/09/27/02-04.parquet 2026-09-27 01:59:07.169001+00:00 2026-09-27 03:58:40.758136+00:00 6690\n14 trades/parquet/2026/09/27/04-06.parquet 2026-09-27 03:59:09.373979+00:00 2026-09-27 05:58:58.871403+00:00 10706\n15 trades/parquet/2026/09/27/06-08.parquet 2026-09-27 05:59:02.868691+00:00 2026-09-27 07:58:59.612933+00:00 12319\n16 trades/parquet/2026/09/27/08-10.parquet 2026-09-27 07:59:00.962456+00:00 2026-09-27 09:58:58.792089+00:00 15388\n17 trades/parquet/2026/09/27/10-12.parquet 2026-09-27 09:59:00.451170+00:00 2026-09-27 11:58:58.047776+00:00 10082\n18 trades/parquet/2026/09/27/12-14.parquet 2026-09-27 11:59:00.348953+00:00 2026-09-27 13:58:59.384051+00:00 15736\n19 trades/parquet/2026/09/27/14-16.parquet 2026-09-27 13:59:01.440085+00:00 2026-09-27 15:58:58.830121+00:00 21528\n20 trades/parquet/2026/09/27/16-18.parquet 2026-09-27 15:58:59.971406+00:00 2026-09-27 17:58:57.180069+00:00 13238\n21 trades/parquet/2026/09/27/18-20.parquet 2026-09-27 17:59:00.505711+00:00 2026-09-27 19:58:57.198830+00:00 14723\n22 trades/parquet/2026/09/27/20-22.parquet 2026-09-27 19:59:01.528094+00:00 2026-09-27 21:58:58.846464+00:00 15545\n23 trades/parquet/2026/09/27/22-24.parquet 2026-09-27 21:59:00.966032+00:00 2026-09-27 23:58:57.869154+00:00 20554\n24 trades/parquet/2026/09/28/00-02.parquet 2026-09-27 23:59:02.775753+00:00 2026-09-28 01:58:59.488710+00:00 31397\n25 trades/parquet/2026/09/28/02-04.parquet 2026-09-28 01:59:00.502658+00:00 2026-09-28 03:58:58.293667+00:00 26639\n26 trades/parquet/2026/09/28/04-06.parquet 2026-09-28 03:59:00.555786+00:00 2026-09-28 05:58:58.178183+00:00 20886\n27 trades/parquet/2026/09/28/06-08.parquet 2026-09-28 05:59:00.665253+00:00 2026-09-28 07:58:59.155675+00:00 21692\n28 trades/parquet/2026/09/28/08-10.parquet 2026-09-28 07:59:02.995794+00:00 2026-09-28 09:58:57.716032+00:00 21877\n29 trades/parquet/2026/09/28/10-12.parquet 2026-09-28 09:59:02.473279+00:00 2026-09-28 11:58:56.876935+00:00 16529\n30 trades/parquet/2026/09/28/12-14.parquet 2026-09-28 11:59:00.529343+00:00 2026-09-28 13:58:59.371994+00:00 27356\n31 trades/parquet/2026/09/28/14-16.parquet 2026-09-28 13:59:02.388738+00:00 2026-09-28 15:58:59.753695+00:00 34000\n32 trades/parquet/2026/09/28/16-18.parquet 2026-09-28 15:58:59.877988+00:00 2026-09-28 17:58:57.573304+00:00 27870\n33 trades/parquet/2026/09/28/18-20.parquet 2026-09-28 17:59:02.136948+00:00 2026-09-28 19:58:59.365514+00:00 25594\n34 trades/parquet/2026/09/28/20-22.parquet 2026-09-28 19:59:00.476963+00:00 2026-09-28 21:58:58.373273+00:00 18102\n35 trades/parquet/2026/09/28/22-24.parquet 2026-09-28 21:58:59.885796+00:00 2026-09-28 23:58:53.783206+00:00 14157\n┌──────────────────┬──────────────────────────┬─────────┬─────────┬─────────┬─────────┐\n│ column_name │ column_type │ null │ key │ default │ extra │\n│ varchar │ varchar │ varchar │ varchar │ varchar │ varchar │\n├──────────────────┼──────────────────────────┼─────────┼─────────┼─────────┼─────────┤\n│ type │ VARCHAR │ YES │ NULL │ NULL │ NULL │\n│ timestamp │ TIMESTAMP WITH TIME ZONE │ YES │ NULL │ NULL │ NULL │\n│ product_id │ BIGINT │ YES │ NULL │ NULL │ NULL │\n│ funding_rate_x18 │ BIGINT │ YES │ NULL │ NULL │ NULL │\n│ update_time │ BIGINT │ YES │ NULL │ NULL │ NULL │\n│ recorded_at │ TIMESTAMP WITH TIME ZONE │ YES │ NULL │ NULL │ NULL │\n└──────────────────┴──────────────────────────┴─────────┴─────────┴─────────┴─────────┘","stderr":"\nShell cwd was reset to /tmp/peerfeed-a21/work-s2-raw","interrupted":false,"isImage":false,"noOutputExpected":false}} {"type":"system","subtype":"thinking_tokens","estimated_tokens":50,"estimated_tokens_delta":50,"session_id":"106380da-8367-4b5a-9842-e63160e5286d","uuid":"58780ce7-3ade-45c8-bb15-39d6b16d5943"} {"type":"system","subtype":"thinking_tokens","estimated_tokens":100,"estimated_tokens_delta":50,"session_id":"106380da-8367-4b5a-9842-e63160e5286d","uuid":"7daecdb7-f5b4-4db1-a1dd-3127aed0067b"} {"type":"system","subtype":"thinking_tokens","estimated_tokens":318,"estimated_tokens_delta":218,"session_id":"106380da-8367-4b5a-9842-e63160e5286d","uuid":"ef187210-6d12-4ee1-b264-cb2cd655d47f"} {"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011CfYMWfvh1KANKmBXD8UTL","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":7637,"cache_read_input_tokens":5904,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":7637},"output_tokens":5,"service_tier":"standard","inference_geo":"not_available"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"106380da-8367-4b5a-9842-e63160e5286d","uuid":"2735d14a-f925-4835-9f75-ec6114b50fba","timestamp":"2026-09-29T20:22:53.120Z","request_id":"req_011CfYMWfYsej2vPGnZwPXPS"} {"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011CfYMWfvh1KANKmBXD8UTL","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01GA71CzwdCEhiEvbuHJKBi7","name":"Bash","input":{"command":"cd /tmp/peerfeed-a21/archive/nado; /tmp/peerfeed-a21/venv/bin/python -c \"\nimport duckdb\nc=duckdb.connect(); c.sql(\\\"set timezone='UTC'\\\")\nprint(c.sql(\\\"select distinct product_id from read_parquet('funding_rate/parquet/2026/09/27/*.parquet') order by 1\\\").df().product_id.tolist())\nc.sql(\\\"create view t as select *, filename f from read_parquet('trades/parquet/2026/09/2[678]/*.parquet', filename=true) where product_id=2 and timestamp>='2026-09-27' and timestamp<'2026-09-28'\\\")\nprint(c.sql(\\\"select count(*), count(distinct (timestamp,price,taker_qty,maker_qty,is_taker_buyer)), count(distinct (timestamp,price,taker_qty,maker_qty,is_taker_buyer,recorded_at)), sum((taker_qty<>maker_qty)::int), count(distinct type) from t\\\").df().to_string())\nprint(c.sql(\\\"select f, count(*) from t group by 1 order by 1\\\").df().to_string())\nprint(c.sql(\\\"select min(price::double/1e18), max(price::double/1e18), min(taker_qty::double/1e18), max(taker_qty::double/1e18), sum(taker_qty::double/1e18) from t\\\").df().to_string())\n\""},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":7637,"cache_read_input_tokens":5904,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":7637},"output_tokens":5,"service_tier":"standard","inference_geo":"not_available"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"106380da-8367-4b5a-9842-e63160e5286d","uuid":"888523bb-c391-48f3-ac22-8e70fe540e7e","timestamp":"2026-09-29T20:22:56.152Z","request_id":"req_011CfYMWfYsej2vPGnZwPXPS","wire_tool_inputs":{"toolu_01GA71CzwdCEhiEvbuHJKBi7":{"command":"cd /tmp/peerfeed-a21/archive/nado; /tmp/peerfeed-a21/venv/bin/python -c \"\nimport duckdb\nc=duckdb.connect(); c.sql(\\\"set timezone='UTC'\\\")\nprint(c.sql(\\\"select distinct product_id from read_parquet('funding_rate/parquet/2026/09/27/*.parquet') order by 1\\\").df().product_id.tolist())\nc.sql(\\\"create view t as select *, filename f from read_parquet('trades/parquet/2026/09/2[678]/*.parquet', filename=true) where product_id=2 and timestamp>='2026-09-27' and timestamp<'2026-09-28'\\\")\nprint(c.sql(\\\"select count(*), count(distinct (timestamp,price,taker_qty,maker_qty,is_taker_buyer)), count(distinct (timestamp,price,taker_qty,maker_qty,is_taker_buyer,recorded_at)), sum((taker_qty<>maker_qty)::int), count(distinct type) from t\\\").df().to_string())\nprint(c.sql(\\\"select f, count(*) from t group by 1 order by 1\\\").df().to_string())\nprint(c.sql(\\\"select min(price::double/1e18), max(price::double/1e18), min(taker_qty::double/1e18), max(taker_qty::double/1e18), sum(taker_qty::double/1e18) from t\\\").df().to_string())\n\""}}} {"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01GA71CzwdCEhiEvbuHJKBi7","type":"tool_result","content":"[2, 4, 8, 10, 14, 16, 18, 20, 22, 24, 26, 30, 32, 34, 36, 38, 40, 42, 46, 48, 50, 52, 54, 56, 58, 60, 62, 64, 66, 68, 70, 72, 74, 76, 78, 80, 82, 84, 86, 88, 90, 92, 94, 96, 98, 100, 102, 104, 106, 108, 110, 112, 114, 120, 122, 126, 128, 130, 132, 134, 136, 138, 140, 142, 158, 164, 166, 170, 172, 174, 176, 178, 180, 182, 184, 186, 188]\n count_star() count(DISTINCT main.\"row\"(\"timestamp\", price, taker_qty, maker_qty, is_taker_buyer)) count(DISTINCT main.\"row\"(\"timestamp\", price, taker_qty, maker_qty, is_taker_buyer, recorded_at)) sum(CAST((taker_qty != maker_qty) AS INTEGER)) count(DISTINCT \"type\")\n0 23319 23319 23319 0.0 1\n f count_star()\n0 trades/parquet/2026/09/27/00-02.parquet 1129\n1 trades/parquet/2026/09/27/02-04.parquet 1181\n2 trades/parquet/2026/09/27/04-06.parquet 1273\n3 trades/parquet/2026/09/27/06-08.parquet 1603\n4 trades/parquet/2026/09/27/08-10.parquet 2332\n5 trades/parquet/2026/09/27/10-12.parquet 1929\n6 trades/parquet/2026/09/27/12-14.parquet 2400\n7 trades/parquet/2026/09/27/14-16.parquet 3100\n8 trades/parquet/2026/09/27/16-18.parquet 1940\n9 trades/parquet/2026/09/27/18-20.parquet 1613\n10 trades/parquet/2026/09/27/20-22.parquet 1653\n11 trades/parquet/2026/09/27/22-24.parquet 3156\n12 trades/parquet/2026/09/28/00-02.parquet 10\n min((CAST(price AS \"DOUBLE\") / 1e+18)) max((CAST(price AS \"DOUBLE\") / 1e+18)) min((CAST(taker_qty AS \"DOUBLE\") / 1e+18)) max((CAST(taker_qty AS \"DOUBLE\") / 1e+18)) sum((CAST(taker_qty AS \"DOUBLE\") / 1e+18))\n0 84081.0 85125.0 0.00005 1.07675 646.8776\nShell cwd was reset to /tmp/peerfeed-a21/work-s2-raw","is_error":false}]},"parent_tool_use_id":null,"session_id":"106380da-8367-4b5a-9842-e63160e5286d","uuid":"615523c1-9cc0-4cf7-be3a-93115eee774a","timestamp":"2026-09-29T20:22:56.397Z","tool_use_result":{"stdout":"[2, 4, 8, 10, 14, 16, 18, 20, 22, 24, 26, 30, 32, 34, 36, 38, 40, 42, 46, 48, 50, 52, 54, 56, 58, 60, 62, 64, 66, 68, 70, 72, 74, 76, 78, 80, 82, 84, 86, 88, 90, 92, 94, 96, 98, 100, 102, 104, 106, 108, 110, 112, 114, 120, 122, 126, 128, 130, 132, 134, 136, 138, 140, 142, 158, 164, 166, 170, 172, 174, 176, 178, 180, 182, 184, 186, 188]\n count_star() count(DISTINCT main.\"row\"(\"timestamp\", price, taker_qty, maker_qty, is_taker_buyer)) count(DISTINCT main.\"row\"(\"timestamp\", price, taker_qty, maker_qty, is_taker_buyer, recorded_at)) sum(CAST((taker_qty != maker_qty) AS INTEGER)) count(DISTINCT \"type\")\n0 23319 23319 23319 0.0 1\n f count_star()\n0 trades/parquet/2026/09/27/00-02.parquet 1129\n1 trades/parquet/2026/09/27/02-04.parquet 1181\n2 trades/parquet/2026/09/27/04-06.parquet 1273\n3 trades/parquet/2026/09/27/06-08.parquet 1603\n4 trades/parquet/2026/09/27/08-10.parquet 2332\n5 trades/parquet/2026/09/27/10-12.parquet 1929\n6 trades/parquet/2026/09/27/12-14.parquet 2400\n7 trades/parquet/2026/09/27/14-16.parquet 3100\n8 trades/parquet/2026/09/27/16-18.parquet 1940\n9 trades/parquet/2026/09/27/18-20.parquet 1613\n10 trades/parquet/2026/09/27/20-22.parquet 1653\n11 trades/parquet/2026/09/27/22-24.parquet 3156\n12 trades/parquet/2026/09/28/00-02.parquet 10\n min((CAST(price AS \"DOUBLE\") / 1e+18)) max((CAST(price AS \"DOUBLE\") / 1e+18)) min((CAST(taker_qty AS \"DOUBLE\") / 1e+18)) max((CAST(taker_qty AS \"DOUBLE\") / 1e+18)) sum((CAST(taker_qty AS \"DOUBLE\") / 1e+18))\n0 84081.0 85125.0 0.00005 1.07675 646.8776","stderr":"\nShell cwd was reset to /tmp/peerfeed-a21/work-s2-raw","interrupted":false,"isImage":false,"noOutputExpected":false}} {"type":"system","subtype":"thinking_tokens","estimated_tokens":50,"estimated_tokens_delta":50,"session_id":"106380da-8367-4b5a-9842-e63160e5286d","uuid":"3adead5c-bf0f-4432-8b21-13d4756c5111"} {"type":"system","subtype":"thinking_tokens","estimated_tokens":297,"estimated_tokens_delta":247,"session_id":"106380da-8367-4b5a-9842-e63160e5286d","uuid":"bfb64ecf-cb51-468d-b8cf-248bbafc5a48"} {"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011CfYMXCQWBXJRDso8Xkjmj","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"CAQSmAkKEAgSGAI4AUIIdGhpbmtpbmcSDLquzoLuyOx0JmXKpxoML1Z1bqItjSXqwu8sIjBYaxP1rUWhsiGHqyhxazrO+CveSOvnP3SL5VcyZ2t7lruxbAef4dj4FbwWd0lQEYYqtQh4CYdMJwbLIGYkQx91wKZek87hzHo++Jovkq5NoSFSHbtQhS4KcSv0+MGhcfIf9DN0Jy5YHY1s2UggTA3bcMdgxzuzBWJJ3WZLHgf9LAdHAEVmG952vWOGFFZ3D40kdoJ4nGdSg0g1S23GiOxLBJTUUmCyxpZGPFMTd/2rySN4qZJP1ZiJwiO/2rAcz6O4bhH0upgz/48q00gPySdwm/FAq1AmPAx5Ztd6uGlPlmtOrlJXJn2HOOyy495UZA9S5+zl/VDn2/4auMoSO5e2Vz7MXTQKInm9pak0HEYpM7h8qDkZHxZHtPZFULUacLs2ANwZj8Sma10StklnP2b93LF8jVWVbiDZRiTctdtrTs4NBB/OkbDSBCtEwPk6F7xybSZ4EK+A0f1LUqMfaVwYwcSJGCqRy2fPwqOaKEPwXd6PAetEvI5iREZtLbt0awdzH/ClVvt24Ht6SWMrlroKQJ3uWwFUI3hvU1bZJzk9eyU+0ZkrNQjCL19PprjcVZtUGQ8iowPVyMTMqTIy+kXdWA23clGaRitT+Hucdx79hYwdt3CE3Z/HcxvYBXOH7dwy/e5l1utA4xIprOj2CY8LW8jXJBY8lxO5uS5NdH6Gr9U40QTvmq3LXON9m4SDcL9qj28p3ufmRfGYZhJKbA/+eL9OKsIKd/1FpBunkA/4NNFBcy9EyTh6KmU1ov8HhSGtZsUAdBrcDiuFF5QQasECJYwP4+Jsx5pTMJDmABe3ZkiYQDl1/oTKWvVMBjmwmeHHKzikAi7tnY2JhOPrCq9jwUPMjM1uziUd1TlKYefG00s/Ceh7SJ6Vlj9V22UVY57ylqb6pE+HQXD/85foWa95FehPKahAzkqv4FlZepxlamdedlNWRYu/9NXPA/I9/BOQxpc2dcj2bXRon3RED6YMEFjXLhoPIq3s7JgJk31u0uVXlItg+dtoi/mIvg3CdvBgxHDVthjPtjjmTuCYSOI94oeCj9ktLlzcl3uuIiWaNEXbOTrtHOEvvZlYGwvtzPP1zarG5YhzbPghLodMn1yWEgXUXCVE8I08gEKYK9CHVNs5M2MJnn4RHlVns+lfyfCct7KQrqPOUaXel3DZeYRt+wyGG6oF7bbw4VVrJPO70PALDCP/tf6aopLXzwQEha4joe4za1T8UISdgGHPUdxUhEwWXg4Am7s1RTvkhg9sV7PkzLm2mg/lnqadp/NTzNgV1xD78MuALLLOSHfd1a6JXOs/ja4V+WSh7ES7KGSBPTbScNTmACsZqmd1fYt31s7PkEg3CvhHI6P0IX2rSF/3ie0VI6c7vpSKhzOL43eojIPN4mKB6PJAT7mA+3ezXu7A61ZDjexLINc06LHRDeXTuiqtuacfFggMkXChyUAFwZLo2m1JVFwnGjZAcq6xV89QAZroRuDEgBd9a8+tinZVB13CQLULthsYAQ=="}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1785,"cache_read_input_tokens":13541,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1785},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"106380da-8367-4b5a-9842-e63160e5286d","uuid":"66252b2a-6cab-4ca2-b4bd-b0437e81196b","timestamp":"2026-09-29T20:23:00.053Z","request_id":"req_011CfYMXC4fNvtPdrEo8t1HR"} {"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011CfYMXCQWBXJRDso8Xkjmj","type":"message","role":"assistant","content":[{"type":"text","text":"Found BTC-PERP (product_id 2) with 23,319 unique trades on the UTC day. Next I'll check for data gaps and compute the notional exactly."}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1785,"cache_read_input_tokens":13541,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1785},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"106380da-8367-4b5a-9842-e63160e5286d","uuid":"0e850a27-999c-4ed6-94c4-be725bd26ffe","timestamp":"2026-09-29T20:23:00.054Z","request_id":"req_011CfYMXC4fNvtPdrEo8t1HR"} {"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011CfYMXCQWBXJRDso8Xkjmj","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_019FPvhKXHiEuEPqDQYdCKTy","name":"Bash","input":{"command":"cd /tmp/peerfeed-a21/archive/nado; /tmp/peerfeed-a21/venv/bin/python -c \"\nimport duckdb\nfrom decimal import Decimal, getcontext\ngetcontext().prec=60\nc=duckdb.connect(); c.sql(\\\"set timezone='UTC'\\\")\nc.sql(\\\"create view a as select * from read_parquet('trades/parquet/2026/09/2[678]/*.parquet') \\\")\nprint(c.sql(\\\"select timestamp, g from (select timestamp, timestamp - lag(timestamp) over (order by timestamp) g from a where timestamp>='2026-09-26 23:00' and timestamp<'2026-09-28 01:00') order by g desc limit 5\\\").df())\nprint(c.sql(\\\"select timestamp, g from (select timestamp, timestamp - lag(timestamp) over (order by timestamp) g from a where product_id=2 and timestamp>='2026-09-26 23:00' and timestamp<'2026-09-28 01:00') order by g desc limit 5\\\").df())\nrows=c.sql(\\\"select price, taker_qty from a where product_id=2 and timestamp>='2026-09-27' and timestamp<'2026-09-28'\\\").fetchall()\ns=sum(Decimal(p)*Decimal(q) for p,q in rows)/Decimal(10)**36\nprint(len(rows), s)\n\""},"caller":{"type":"direct"}}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1785,"cache_read_input_tokens":13541,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1785},"output_tokens":8,"service_tier":"standard","inference_geo":"not_available"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"106380da-8367-4b5a-9842-e63160e5286d","uuid":"f94269fc-80c8-4590-b58c-ea512f086f3e","timestamp":"2026-09-29T20:23:03.111Z","request_id":"req_011CfYMXC4fNvtPdrEo8t1HR","wire_tool_inputs":{"toolu_019FPvhKXHiEuEPqDQYdCKTy":{"command":"cd /tmp/peerfeed-a21/archive/nado; /tmp/peerfeed-a21/venv/bin/python -c \"\nimport duckdb\nfrom decimal import Decimal, getcontext\ngetcontext().prec=60\nc=duckdb.connect(); c.sql(\\\"set timezone='UTC'\\\")\nc.sql(\\\"create view a as select * from read_parquet('trades/parquet/2026/09/2[678]/*.parquet') \\\")\nprint(c.sql(\\\"select timestamp, g from (select timestamp, timestamp - lag(timestamp) over (order by timestamp) g from a where timestamp>='2026-09-26 23:00' and timestamp<'2026-09-28 01:00') order by g desc limit 5\\\").df())\nprint(c.sql(\\\"select timestamp, g from (select timestamp, timestamp - lag(timestamp) over (order by timestamp) g from a where product_id=2 and timestamp>='2026-09-26 23:00' and timestamp<'2026-09-28 01:00') order by g desc limit 5\\\").df())\nrows=c.sql(\\\"select price, taker_qty from a where product_id=2 and timestamp>='2026-09-27' and timestamp<'2026-09-28'\\\").fetchall()\ns=sum(Decimal(p)*Decimal(q) for p,q in rows)/Decimal(10)**36\nprint(len(rows), s)\n\""}}} {"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_019FPvhKXHiEuEPqDQYdCKTy","type":"tool_result","content":" timestamp g\n0 2026-09-28 00:34:50.055165+00:00 0 days 00:00:33.677916\n1 2026-09-27 14:49:01.826109+00:00 0 days 00:00:31.937851\n2 2026-09-28 00:32:49.220961+00:00 0 days 00:00:30.293450\n3 2026-09-27 05:27:45.420929+00:00 0 days 00:00:30.190052\n4 2026-09-28 00:31:48.910806+00:00 0 days 00:00:30.019749\n timestamp g\n0 2026-09-27 04:28:20.330181+00:00 0 days 00:04:40.870002\n1 2026-09-27 00:29:15.366165+00:00 0 days 00:04:10.410434\n2 2026-09-27 00:19:20.934586+00:00 0 days 00:03:33.065243\n3 2026-09-27 03:59:26.747041+00:00 0 days 00:03:31.823538\n4 2026-09-27 05:24:20.906199+00:00 0 days 00:03:27.737291\n23319 54699332.87545\nShell cwd was reset to /tmp/peerfeed-a21/work-s2-raw","is_error":false}]},"parent_tool_use_id":null,"session_id":"106380da-8367-4b5a-9842-e63160e5286d","uuid":"0c506222-2d41-4dfa-bac7-00142b13d0ec","timestamp":"2026-09-29T20:23:03.403Z","tool_use_result":{"stdout":" timestamp g\n0 2026-09-28 00:34:50.055165+00:00 0 days 00:00:33.677916\n1 2026-09-27 14:49:01.826109+00:00 0 days 00:00:31.937851\n2 2026-09-28 00:32:49.220961+00:00 0 days 00:00:30.293450\n3 2026-09-27 05:27:45.420929+00:00 0 days 00:00:30.190052\n4 2026-09-28 00:31:48.910806+00:00 0 days 00:00:30.019749\n timestamp g\n0 2026-09-27 04:28:20.330181+00:00 0 days 00:04:40.870002\n1 2026-09-27 00:29:15.366165+00:00 0 days 00:04:10.410434\n2 2026-09-27 00:19:20.934586+00:00 0 days 00:03:33.065243\n3 2026-09-27 03:59:26.747041+00:00 0 days 00:03:31.823538\n4 2026-09-27 05:24:20.906199+00:00 0 days 00:03:27.737291\n23319 54699332.87545","stderr":"\nShell cwd was reset to /tmp/peerfeed-a21/work-s2-raw","interrupted":false,"isImage":false,"noOutputExpected":false}} {"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011CfYMXiQ3YMW8XPyNkK43G","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"CAQStgYKEAgSGAI4AUIIdGhpbmtpbmcSDNnEsIXueVwHefqjSxoM9qph5GZZq/jGoauhIjDrGpQ+H5piR4JL78by6DHtP+78/ASQsPPWSSsOwJ0CX9ZSQnleIpoKHoyoENn4S+sq0wWRt5zAGDGMa14WsU2TH1Zul2vpPvuT5mUkih9UlK+XEarxkW7wa2VmB2G1iZHKCqE+7FTu8bjAEVYmDZW5lploCLg4kQzsoYitPnQI/eTt9zSr/nlurye2CLQsme41iN/GgotuXWdy5CGkTPPbCkZH/Ob0wxgNjpv6HAJsLUrx90BblaZqcOIbhJFQvdxZRXdOS9FtS2KvMhTf5aXbFMprEfs5t3K3AHoiYCJ7YwWlC7amfSXDBEOsU5oo9uOzlviWFwDHhwXtT9nOPjCxkmrCCQz2BEVvJfOuQzwHLdHqo7InwDlC8saSbzBX4YXjAcO3l6fiy/nWnT0CuS0+wkSh31ofUHFd8bodTr3pzten0jWxBMYQSM6d2Iwxhi+01GLM4XWSg8oY2uX/WYXNhCcS2YmB6N8SZ5+YmfXgO/l/X3sDzUanmSZIpbAX70hm3yoqYiiM3Oymd1UfyUu4cJBGazEx+ALSvWlHWMwn8ASflwBVBoDN178XlqwBeiMxSlpnu8J2pI1mQ095SCiPZhEDIBK0mQ7pGE3AJkTsC3h70GIsMk+ab+et8O9Zaae6kHGAhmGKHLoWE7UNu4oBf/FA40S02ACx+l+MDMtnLyYtNKbx8Q+7OGpa8b0+nHcJS4unrjxTYqeP0Re+BEnFtLyn1h8nTfF8EpjT1FiDDmLyg6lFKOqqPYMcAff/8HhVGkoVKlRFec2pL8EliWp8M0l4SZ5mciiIULSb6EfL5Ah9nAqIDmPIPVVgLD6brcPVv8CJM4Z2/CnDx+/FcLGNzxCEB7x4ZnkybxKaJwKDd38kI+yyYsoOrJyGzFeVQwcMh73MD3y7JdyQNepLDiR350u0XoDr8Y0ybWHjpGLggBuWxA+KN7khR7VWHAwnehv/xBu+hbdbYAzvlpviUREO/CFlra3aGsvwAZ6NtE5TssQ2+lkAYbhIo8whH8EcTVvo+TgRJO4YAQ=="}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1173,"cache_read_input_tokens":15326,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1173},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"106380da-8367-4b5a-9842-e63160e5286d","uuid":"64e24444-3fdd-4aae-b8f1-4097ae575b36","timestamp":"2026-09-29T20:23:13.403Z","request_id":"req_011CfYMXi2ECMPWmh7SdPf6v"} {"type":"assistant","message":{"model":"claude-opus-5-5","id":"msg_011CfYMXiQ3YMW8XPyNkK43G","type":"message","role":"assistant","content":[{"type":"text","text":"BTC perpetual trades on Nado came to about **$54.70M** in notional on 2026‑09‑27 (UTC), counting each trade once.\n\nI used the trades data in `nado/trades/parquet`. For every BTC‑PERP trade with a timestamp from 2026‑09‑27 00:00:00 up to (not including) 2026‑09‑28 00:00:00 UTC, I multiplied price by quantity and added them up. There were 23,319 trades and 646.88 BTC traded. I did the arithmetic in exact decimal.\n\nChecks I ran:\n- **File boundaries:** each file starts about a minute before its label (the \"00‑02\" file begins at 23:59). So the 27th's files include 25 trades from the 26th, and 10 trades from the 27th sit in the 28th's 00‑02 file. I read the 26th to 28th and filtered on the trade timestamps, not on file names.\n- **Duplicates:** there are no duplicate rows.\n- **Gaps:** there are no holes in the data. Across all Nado markets the longest silence around the day is 34 seconds. For BTC‑PERP alone the longest is 4.7 minutes overnight, which looks like quiet trading.\n- **Sanity:** prices ran from 84,081 to 85,125, which is plausible.\n\nJudgement calls:\n1. **Which market:** I took product_id 2 as the BTC perpetual. It trades around $84.6k, has funding‑rate data, and fits Nado's pattern of odd IDs for spot and even IDs for perps. Product 1 (27 trades) looks like BTC spot and is left out.\n2. **Units:** prices and quantities are stored as whole numbers scaled by 10^18, so I divided by 10^18.\n3. **Counting each trade once:** the taker and maker quantities are identical on every row, so each trade counts once. If you want both sides counted, double the figure: $109,398,665.75.\n4. **USD vs USDT0:** Nado prices are quoted in USDT0, which I treated as equal to USD.\n\n## FINAL ANSWER\n**$54,699,332.88** total traded notional for Nado BTC‑PERP (product_id 2) on 2026‑09‑27 UTC, counting each trade once (23,319 trades, 646.8776 BTC). Judgement calls: product_id 2 is the BTC perpetual and product 1 is excluded; the day is set by trade timestamps, not file names; values are scaled down by 10^18; each trade counts once (both sides would be $109,398,665.75); USDT0 is taken as USD."}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1173,"cache_read_input_tokens":15326,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1173},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"106380da-8367-4b5a-9842-e63160e5286d","uuid":"366c7e72-9874-4c20-843c-a208d1436f87","timestamp":"2026-09-29T20:23:13.409Z","request_id":"req_011CfYMXi2ECMPWmh7SdPf6v"} {"duration_api_ms":35040,"stop_reason":"end_turn","session_id":"106380da-8367-4b5a-9842-e63160e5286d","total_cost_usd":0.19686379999999998,"usage":{"input_tokens":14,"cache_creation_input_tokens":14964,"cache_read_input_tokens":47079,"output_tokens":3384,"output_tokens_details":{"thinking_tokens":574},"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":14964,"ephemeral_5m_input_tokens":0},"inference_geo":"not_available","iterations":[{"input_tokens":2,"output_tokens":900,"cache_read_input_tokens":15326,"cache_creation_input_tokens":1173,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1173},"type":"message"}],"speed":"standard"},"modelUsage":{"claude-opus-5-5":{"inputTokens":14,"outputTokens":3384,"cacheReadInputTokens":47079,"cacheCreationInputTokens":14964,"webSearchRequests":0,"costUSD":0.19686379999999998,"contextWindow":1000000,"maxOutputTokens":128000,"thinkingTokens":574,"canonicalModel":"claude-opus-5-5","provider":"firstParty","costBasis":"list"}},"permission_denials":[],"terminal_reason":"completed","fast_mode_state":"off","fast_mode_disabled_reason":"sdk_opt_in_required","subagent_stats":{"spawned":0,"requested":{"background":0,"foreground":0,"unset":0},"started_in_background":0,"max_depth":0,"spawned_by_subagents":0,"completed":0,"failed":0,"killed":{"parent":0,"user":0,"system":0},"refused":{"depth_limit":0,"concurrency_limit":0,"budget":0},"by_type":{}},"is_error":false,"num_turns":7,"subtype":"success","api_error_status":null,"result":"BTC perpetual trades on Nado came to about **$54.70M** in notional on 2026‑09‑27 (UTC), counting each trade once.\n\nI used the trades data in `nado/trades/parquet`. For every BTC‑PERP trade with a timestamp from 2026‑09‑27 00:00:00 up to (not including) 2026‑09‑28 00:00:00 UTC, I multiplied price by quantity and added them up. There were 23,319 trades and 646.88 BTC traded. I did the arithmetic in exact decimal.\n\nChecks I ran:\n- **File boundaries:** each file starts about a minute before its label (the \"00‑02\" file begins at 23:59). So the 27th's files include 25 trades from the 26th, and 10 trades from the 27th sit in the 28th's 00‑02 file. I read the 26th to 28th and filtered on the trade timestamps, not on file names.\n- **Duplicates:** there are no duplicate rows.\n- **Gaps:** there are no holes in the data. Across all Nado markets the longest silence around the day is 34 seconds. For BTC‑PERP alone the longest is 4.7 minutes overnight, which looks like quiet trading.\n- **Sanity:** prices ran from 84,081 to 85,125, which is plausible.\n\nJudgement calls:\n1. **Which market:** I took product_id 2 as the BTC perpetual. It trades around $84.6k, has funding‑rate data, and fits Nado's pattern of odd IDs for spot and even IDs for perps. Product 1 (27 trades) looks like BTC spot and is left out.\n2. **Units:** prices and quantities are stored as whole numbers scaled by 10^18, so I divided by 10^18.\n3. **Counting each trade once:** the taker and maker quantities are identical on every row, so each trade counts once. If you want both sides counted, double the figure: $109,398,665.75.\n4. **USD vs USDT0:** Nado prices are quoted in USDT0, which I treated as equal to USD.\n\n## FINAL ANSWER\n**$54,699,332.88** total traded notional for Nado BTC‑PERP (product_id 2) on 2026‑09‑27 UTC, counting each trade once (23,319 trades, 646.8776 BTC). Judgement calls: product_id 2 is the BTC perpetual and product 1 is excluded; the day is set by trade timestamps, not file names; values are scaled down by 10^18; each trade counts once (both sides would be $109,398,665.75); USDT0 is taken as USD.","ttft_ms":2217,"type":"result","duration_ms":36079,"uuid":"ef5a7de7-e9ee-446f-8405-f5ec45387188","ttft_stream_ms":825,"time_to_request_ms":22,"first_content_frame_ms":825,"queued_turn_count":0,"result_index":0}