{"ts": "2026-09-29T20:11:54.834658+00:00", "call_id": "90dc0311f4924d20", "user": "p4-a21", "tool": "data_quality", "args": {"dataset": null, "severity": null}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 742, "rows_scanned": null, "files_scanned": 0, "duration_ms": 10609.7, "error": null}
{"ts": "2026-09-29T20:11:55.043468+00:00", "call_id": "045fcb998c9c4d3f", "user": "p4-a21", "tool": "describe_dataset", "args": {"instrument": "nado/trades:2"}, "context": {}, "data_state": {"labels_in_force": 37, "label_kinds": ["absent", "partial_window"]}, "rows_returned": 260, "rows_scanned": null, "files_scanned": 0, "duration_ms": 146.5, "error": null}
{"ts": "2026-09-29T20:12:19.237493+00:00", "call_id": "a96a3e45e40b4967", "user": "p4-a21", "tool": "describe_environment", "args": {}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 0, "rows_scanned": null, "files_scanned": 0, "duration_ms": 21.2, "error": null}
{"ts": "2026-09-29T20:12:19.299898+00:00", "call_id": "31fbb14cc3974666", "user": "p4-a21", "tool": "describe_environment", "args": {}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 0, "rows_scanned": null, "files_scanned": 0, "duration_ms": 17.1, "error": null}
{"ts": "2026-09-29T20:12:19.413949+00:00", "call_id": "e18eb6c0bd344262", "user": "p4-a21", "tool": "describe_environment", "args": {}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 0, "rows_scanned": null, "files_scanned": 0, "duration_ms": 18.2, "error": null}
{"ts": "2026-09-29T20:12:19.763285+00:00", "call_id": "c984fbbb842747f1", "user": "p4-a21", "tool": "list_instruments", "args": {"venue": "nado", "contains": null, "limit": 100, "offset": 0}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 100, "rows_scanned": null, "files_scanned": 0, "duration_ms": 304.9, "error": null}
{"ts": "2026-09-29T20:12:21.642558+00:00", "call_id": "510b66d11def4f86", "user": "p4-a21", "tool": "describe_dataset", "args": {"instrument": "nado/trades:2"}, "context": {}, "data_state": {"labels_in_force": 37, "label_kinds": ["absent", "partial_window"]}, "rows_returned": 260, "rows_scanned": null, "files_scanned": 0, "duration_ms": 24.1, "error": null}
{"ts": "2026-09-29T20:12:23.606678+00:00", "call_id": "c5ae7ccd8ff44bb2", "user": "p4-a21", "tool": "data_quality", "args": {"dataset": "nado/trades", "severity": null}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 10, "rows_scanned": null, "files_scanned": 0, "duration_ms": 1752.1, "error": null}
{"ts": "2026-09-29T20:12:23.832155+00:00", "call_id": "ebb6e39c79764fff", "user": "p4-a21", "tool": "get_funding", "args": {"start": "2026-09-21T00:00:00Z", "end": "2026-09-28T00:00:00Z", "coin": "BTC", "instrument": null, "datasets": null, "granularity": "window"}, "context": {}, "data_state": {"shards_read": 445, "rows_scanned": 810822, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 5, "rows_scanned": 810822, "files_scanned": 445, "duration_ms": 4363.1, "error": null}
{"ts": "2026-09-29T20:12:24.779593+00:00", "call_id": "72041af57e87425e", "user": "p4-a21", "tool": "get_funding", "args": {"start": "2026-09-21T00:00:00Z", "end": "2026-09-28T00:00:00Z", "coin": "ETH", "instrument": null, "datasets": null, "granularity": "window"}, "context": {}, "data_state": {"shards_read": 445, "rows_scanned": 719862, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 5, "rows_scanned": 719862, "files_scanned": 445, "duration_ms": 909.5, "error": null}
{"ts": "2026-09-29T20:12:28.249312+00:00", "call_id": "8e176de2b9394151", "user": "p4-a21", "tool": "describe_dataset", "args": {"instrument": "nado/funding_payment"}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 0, "rows_scanned": null, "files_scanned": 0, "duration_ms": 25.8, "error": null}
{"ts": "2026-09-29T20:12:28.497548+00:00", "call_id": "76aa67c3989c4036", "user": "p4-a21", "tool": "run_query", "args": {"dataset": "nado/trades", "start": "2026-09-27T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": "2", "sql": "SELECT count(*) bars, sum(trades) trades, sum(volume) vol, sum(volume*vwap) notional, min(low) lo, max(high) hi, min(ts), max(ts), count(DISTINCT date_trunc('hour', ts)) hours FROM t"}, "context": {}, "data_state": {}, "rows_returned": 0, "rows_scanned": 0, "files_scanned": 0, "duration_ms": 45.1, "error": "ParserException: Parser Error: syntax error at or near \"hours\"\n\nLINE 1: ...) hi, min(ts), max(ts), count(DISTINCT date_trunc('hour', ts)) hours FROM t) LIMIT 5001\n                                                                          ^"}
{"ts": "2026-09-29T20:12:29.138297+00:00", "call_id": "91dfc40ef11d43dc", "user": "p4-a21", "tool": "get_ohlcv", "args": {"instrument": "nado/trades:2", "start": "2026-09-27T00:00:00Z", "end": "2026-09-28T00:00:00Z", "granularity": "1h"}, "context": {}, "data_state": {"shards_hash": "2b07413cbf669c4c", "shards_read": 13, "rows_scanned": 23319, "shard_coverage": 0.991, "shards_present": 12, "shards_expected": 12, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 24, "rows_scanned": 23319, "files_scanned": 13, "duration_ms": 48.0, "error": null}
{"ts": "2026-09-29T20:12:29.565465+00:00", "call_id": "b8bb66c462954951", "user": "p4-a21", "tool": "data_quality", "args": {"dataset": null, "severity": null}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 742, "rows_scanned": null, "files_scanned": 0, "duration_ms": 1261.2, "error": null}
{"ts": "2026-09-29T20:12:29.725085+00:00", "call_id": "e4fd68a6cbd14989", "user": "p4-a21", "tool": "list_instruments", "args": {"venue": null, "contains": "BTC", "limit": 200, "offset": 0}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 200, "rows_scanned": null, "files_scanned": 0, "duration_ms": 8504.0, "error": null}
{"ts": "2026-09-29T20:12:29.727692+00:00", "call_id": "c07fa819e69b4e8c", "user": "p4-a21", "tool": "list_instruments", "args": {"venue": null, "contains": "BTC", "limit": 200, "offset": 0}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 200, "rows_scanned": null, "files_scanned": 0, "duration_ms": 8696.8, "error": null}
{"ts": "2026-09-29T20:12:30.998907+00:00", "call_id": "f7a3cbdfd5954795", "user": "p4-a21", "tool": "data_quality", "args": {"dataset": null, "severity": null}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 742, "rows_scanned": null, "files_scanned": 0, "duration_ms": 983.0, "error": null}
{"ts": "2026-09-29T20:12:31.017755+00:00", "call_id": "ce533991f88247df", "user": "p4-a21", "tool": "data_quality", "args": {"dataset": null, "severity": null}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 742, "rows_scanned": null, "files_scanned": 0, "duration_ms": 987.8, "error": null}
{"ts": "2026-09-29T20:12:34.164933+00:00", "call_id": "da209419b6974863", "user": "p4-a21", "tool": "run_query", "args": {"dataset": "nado/funding_payment", "start": "2026-09-21T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": null, "sql": "SELECT instrument, type, count(*) n, count(DISTINCT ts) nts, min(ts), max(ts), min(dt), max(dt) FROM t GROUP BY ALL ORDER BY 1"}, "context": {}, "data_state": {}, "rows_returned": 0, "rows_scanned": 0, "files_scanned": 0, "duration_ms": 102.2, "error": "BinderException: Binder Error: Referenced column \"type\" not found in FROM clause!\nCandidate bindings: \"open\", \"trades\", \"ts\", \"instrument\", \"vwap\"\n\nLINE 1: SELECT * FROM (SELECT instrument, type, count(*) n, count(DISTINCT ts) nts, min(ts), max(ts...\n                                          ^"}
{"ts": "2026-09-29T20:12:34.200011+00:00", "call_id": "7e162f296f444a0d", "user": "p4-a21", "tool": "run_query", "args": {"dataset": "nado/trades", "start": "2026-09-24T00:00:00Z", "end": "2026-09-29T00:00:00Z", "instrument": "2", "sql": "SELECT date_trunc('day', ts) d, count(*) nbars, sum(trades) ntr, sum(volume) vol, sum(volume*vwap) notional FROM t GROUP BY 1 ORDER BY 1"}, "context": {}, "data_state": {"shards_hash": "0fcf1c41c629bcec", "shards_read": 61, "rows_scanned": 194640, "shard_coverage": 0.991, "shards_present": 60, "shards_expected": 60, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 5, "rows_scanned": 194640, "files_scanned": 61, "duration_ms": 196.4, "error": null}
{"ts": "2026-09-29T20:12:35.043615+00:00", "call_id": "a75b5026d5e744ea", "user": "p4-a21", "tool": "data_quality", "args": {"dataset": "nado/funding_rate", "severity": null}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 8, "rows_scanned": null, "files_scanned": 0, "duration_ms": 843.5, "error": null}
{"ts": "2026-09-29T20:12:35.916863+00:00", "call_id": "1964823a6cc94c27", "user": "p4-a21", "tool": "data_quality", "args": {"dataset": "edgex/ticker", "severity": null}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 11, "rows_scanned": null, "files_scanned": 0, "duration_ms": 836.5, "error": null}
{"ts": "2026-09-29T20:12:36.826047+00:00", "call_id": "7eb3650d92fa4c03", "user": "p4-a21", "tool": "data_quality", "args": {"dataset": "extended/funding", "severity": null}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 4, "rows_scanned": null, "files_scanned": 0, "duration_ms": 872.4, "error": null}
{"ts": "2026-09-29T20:12:37.800952+00:00", "call_id": "f615b77254d74e4a", "user": "p4-a21", "tool": "data_quality", "args": {"dataset": "pacifica/prices", "severity": null}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 8, "rows_scanned": null, "files_scanned": 0, "duration_ms": 938.9, "error": null}
{"ts": "2026-09-29T20:12:38.788473+00:00", "call_id": "89b1a26981f94a0b", "user": "p4-a21", "tool": "data_quality", "args": {"dataset": "hyperliquid/activeAssetCtx", "severity": null}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 9, "rows_scanned": null, "files_scanned": 0, "duration_ms": 951.1, "error": null}
{"ts": "2026-09-29T20:12:41.260802+00:00", "call_id": "d395498ff4a049f3", "user": "p4-a21", "tool": "describe_environment", "args": {}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 0, "rows_scanned": null, "files_scanned": 0, "duration_ms": 2.3, "error": null}
{"ts": "2026-09-29T20:12:43.138254+00:00", "call_id": "e42ef48166ad4e9c", "user": "p4-a21", "tool": "list_instruments", "args": {"venue": "dydx", "contains": "BTC", "limit": 100, "offset": 0}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 2, "rows_scanned": null, "files_scanned": 0, "duration_ms": 6554.0, "error": null}
{"ts": "2026-09-29T20:12:43.228902+00:00", "call_id": "c1647d7483394507", "user": "p4-a21", "tool": "describe_dataset", "args": {"instrument": "hyperliquid/trades:BTC"}, "context": {}, "data_state": {"labels_in_force": 41, "label_kinds": ["absent", "not_archived", "partial_window"]}, "rows_returned": 321, "rows_scanned": null, "files_scanned": 0, "duration_ms": 42.2, "error": null}
{"ts": "2026-09-29T20:12:44.050004+00:00", "call_id": "8a32932b183c4ba0", "user": "p4-a21", "tool": "get_funding", "args": {"start": "2026-09-21T00:00:00Z", "end": "2026-09-28T00:00:00Z", "coin": null, "instrument": "nado/funding_payment:2", "datasets": null, "granularity": "window"}, "context": {}, "data_state": {}, "rows_returned": 0, "rows_scanned": 0, "files_scanned": 0, "duration_ms": 8.8, "error": "RequestTooLarge: nado/funding_payment carries no declared funding rate. Datasets that do: see describe_environment's funding section."}
{"ts": "2026-09-29T20:12:46.072862+00:00", "call_id": "4c4abe6aed064034", "user": "p4-a21", "tool": "get_funding", "args": {"start": "2026-09-21T00:00:00Z", "end": "2026-09-28T00:00:00Z", "coin": "BTC", "instrument": null, "datasets": null, "granularity": "1d"}, "context": {}, "data_state": {"shards_read": 445, "rows_scanned": 810822, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 35, "rows_scanned": 810822, "files_scanned": 445, "duration_ms": 1304.2, "error": null}
{"ts": "2026-09-29T20:12:46.734402+00:00", "call_id": "2d0ed5c18ba84765", "user": "p4-a21", "tool": "list_instruments", "args": {"venue": "dydx", "contains": "BTC", "limit": 20, "offset": 0}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 2, "rows_scanned": null, "files_scanned": 0, "duration_ms": 6713.4, "error": null}
{"ts": "2026-09-29T20:12:46.991161+00:00", "call_id": "1d754df2ca4b4628", "user": "p4-a21", "tool": "list_instruments", "args": {"venue": "nado", "contains": null, "limit": 60, "offset": 0}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 60, "rows_scanned": null, "files_scanned": 0, "duration_ms": 219.0, "error": null}
{"ts": "2026-09-29T20:12:47.063635+00:00", "call_id": "6d37812b165845e2", "user": "p4-a21", "tool": "describe_dataset", "args": {"instrument": "nado/trades"}, "context": {}, "data_state": {"labels_in_force": 37, "label_kinds": ["absent", "partial_window"]}, "rows_returned": 0, "rows_scanned": null, "files_scanned": 0, "duration_ms": 4.9, "error": null}
{"ts": "2026-09-29T20:12:49.939236+00:00", "call_id": "87d52317187346a4", "user": "p4-a21", "tool": "run_query", "args": {"dataset": null, "start": "2026-09-27T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": null, "sql": "WITH u AS (SELECT 'hl' v, ts, trades FROM hl UNION ALL SELECT 'ex', ts, trades FROM ex UNION ALL SELECT 'ap', ts, trades FROM ap UNION ALL SELECT 'pa', ts, trades FROM pa UNION ALL SELECT 'dy', ts, trades FROM dy)\nSELECT v, date_part('hour', ts)//2*2 AS blk, count(*) n_min, min(ts) first_ts, max(ts) last_ts, sum(trades) tr FROM u GROUP BY 1,2 ORDER BY 1,2"}, "context": {}, "data_state": {"shards_hash": "2b07413cbf669c4c+2b07413cbf669c4c+2b07413cbf669c4c+2b07413cbf669c4c+2b07413cbf669c4c", "shards_read": 13, "rows_scanned": 589598, "shard_coverage": 0.992, "shards_present": 12, "shards_expected": 12, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 48, "rows_scanned": 589598, "files_scanned": 13, "duration_ms": 444.2, "error": null}
{"ts": "2026-09-29T20:12:51.876313+00:00", "call_id": "2717fa8bc4b74c34", "user": "p4-a21", "tool": "run_query", "args": {"dataset": "nado/trades", "start": "2026-09-21T00:00:00Z", "end": "2026-09-21T02:00:00Z", "instrument": null, "sql": "SELECT instrument, count(*) n, avg(close) px, sum(volume*vwap) notional FROM t GROUP BY 1 ORDER BY notional DESC LIMIT 10"}, "context": {}, "data_state": {"shards_hash": "d6862ce50a0495a4", "shards_read": 2, "rows_scanned": 254470, "shard_coverage": 0.992, "shards_present": 12, "shards_expected": 12, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 10, "rows_scanned": 254470, "files_scanned": 2, "duration_ms": 181.0, "error": null}
{"ts": "2026-09-29T20:12:55.022852+00:00", "call_id": "70fa644eff854ce6", "user": "p4-a21", "tool": "get_ohlcv", "args": {"instrument": "dydx/trades:BTC-USD", "start": "2026-09-27T00:00:00Z", "end": "2026-09-27T02:00:00Z", "granularity": "1m"}, "context": {}, "data_state": {"shards_hash": "048dbc11f72752d9", "shards_read": 2, "rows_scanned": 66, "shard_coverage": 0.977, "shards_present": 12, "shards_expected": 12, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 6, "rows_scanned": 66, "files_scanned": 2, "duration_ms": 21.5, "error": null}
{"ts": "2026-09-29T20:12:56.860245+00:00", "call_id": "a9303c6a81944053", "user": "p4-a21", "tool": "list_instruments", "args": {"venue": "edgex", "contains": "ETH", "limit": 100, "offset": 0}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 7, "rows_scanned": null, "files_scanned": 0, "duration_ms": 3160.8, "error": null}
{"ts": "2026-09-29T20:12:56.912344+00:00", "call_id": "10affae55506408a", "user": "p4-a21", "tool": "describe_environment", "args": {}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 0, "rows_scanned": null, "files_scanned": 0, "duration_ms": 2.1, "error": null}
{"ts": "2026-09-29T20:13:01.413591+00:00", "call_id": "5eaf39b05f0a4c16", "user": "p4-a21", "tool": "run_query", "args": {"dataset": null, "start": "2026-09-27T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": null, "sql": "SELECT strftime(hl.ts,'%H:%M') m, hl.close hl, hl.trades hn, ex.close ex, ex.trades en, ap.close ap, ap.trades an, pa.close pa, pa.trades pn, dy.close dy, dy.trades dn\nFROM hl LEFT JOIN ex USING (ts) LEFT JOIN ap USING (ts) LEFT JOIN pa USING (ts) LEFT JOIN dy USING (ts) ORDER BY hl.ts"}, "context": {}, "data_state": {"shards_hash": "2b07413cbf669c4c+2b07413cbf669c4c+2b07413cbf669c4c+2b07413cbf669c4c+2b07413cbf669c4c", "shards_read": 13, "rows_scanned": 589598, "shard_coverage": 0.992, "shards_present": 12, "shards_expected": 12, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 1440, "rows_scanned": 589598, "files_scanned": 13, "duration_ms": 330.6, "error": null}
{"ts": "2026-09-29T20:13:01.855972+00:00", "call_id": "8946e0ba241647dc", "user": "p4-a21", "tool": "run_query", "args": {"dataset": "edgex/trades", "start": "2026-09-27T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": "ETHUSDC", "sql": "WITH b AS (SELECT ts, close, extract(epoch from ts)::BIGINT/60 AS m FROM t),\nr AS (SELECT ts, m, m - lag(m) OVER (ORDER BY ts) AS gap, ln(close/lag(close) OVER (ORDER BY ts)) AS lr FROM b)\nSELECT count(*) bars, min(ts), max(ts),\n count(*) FILTER (WHERE gap=1) consec,\n stddev_samp(lr) FILTER (WHERE gap=1) sd_consec,\n stddev_samp(lr) sd_all, sum(lr*lr) sumsq_all,\n max(gap) maxgap,\n count(DISTINCT extract(hour from ts)) hours\nFROM r"}, "context": {}, "data_state": {}, "rows_returned": 0, "rows_scanned": 0, "files_scanned": 0, "duration_ms": 60.4, "error": "ParserException: Parser Error: syntax error at or near \"hours\"\n\nLINE 8:  count(DISTINCT extract(hour from ts)) hours\n                                               ^"}
{"ts": "2026-09-29T20:13:03.588855+00:00", "call_id": "9965b60e080e4bd5", "user": "p4-a21", "tool": "data_quality", "args": {"dataset": "edgex/trades", "severity": null}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 12, "rows_scanned": null, "files_scanned": 0, "duration_ms": 1595.0, "error": null}
{"ts": "2026-09-29T20:13:07.828748+00:00", "call_id": "d09fdbaa80e44e59", "user": "p4-a21", "tool": "run_query", "args": {"dataset": "edgex/trades", "start": "2026-09-27T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": "ETHUSDC", "sql": "WITH b AS (SELECT ts, close, trades, (epoch(ts)::BIGINT)//60 AS m FROM t),\nr AS (SELECT ts, m, trades, m - lag(m) OVER (ORDER BY ts) AS gap, ln(close/lag(close) OVER (ORDER BY ts)) AS lr FROM b)\nSELECT count(*) AS nbars, min(ts) AS first_ts, max(ts) AS last_ts,\n count(*) FILTER (WHERE gap=1) AS consec,\n stddev_samp(lr) FILTER (WHERE gap=1) AS sd_consec,\n stddev_samp(lr) AS sd_all, sum(lr*lr) AS sumsq_all,\n max(gap) AS maxgap, sum(trades) AS ntrades,\n count(DISTINCT hour(ts)) AS nhours\nFROM r"}, "context": {}, "data_state": {"shards_hash": "2b07413cbf669c4c", "shards_read": 13, "rows_scanned": 195969, "shard_coverage": 0.992, "shards_present": 12, "shards_expected": 12, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 1, "rows_scanned": 195969, "files_scanned": 13, "duration_ms": 101.3, "error": null}
{"ts": "2026-09-29T20:13:10.401906+00:00", "call_id": "5b9e0199c4994093", "user": "p4-a21", "tool": "run_query", "args": {"dataset": "hyperliquid/trades", "start": "2026-09-21T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": "BTC", "sql": "WITH b AS (SELECT ts, close, volume, vwap, trades,   ln(close/lag(close) OVER (ORDER BY ts)) r,   epoch(ts - lag(ts) OVER (ORDER BY ts))/60 gap FROM t) SELECT count(*) bars, sum(trades) trades, sum(volume) vol_base, sum(volume*vwap) notional,  min(close) minpx, max(close) maxpx, avg(close) avgpx,  count(r) FILTER (WHERE gap=1) n1,  sqrt(avg(r*r) FILTER (WHERE gap=1)*525600) rv_consec,  stddev_samp(r) FILTER (WHERE gap=1)*sqrt(525600) sd_consec,  sqrt(sum(r*r)/sum(gap)*525600) rv_allgaps,  max(abs(r)) maxabs, count(*) FILTER (WHERE abs(r)>0.005) n_gt50bp,  sqrt(sum(r*r) FILTER (WHERE gap=1 AND abs(r)<=0.005)/count(r) FILTER (WHERE gap=1 AND abs(r)<=0.005)*525600) rv_trim FROM b"}, "context": {}, "data_state": {"shards_hash": "83b66f0769fe92e1", "shards_read": 85, "rows_scanned": 2738363, "shard_coverage": 0.992, "shards_present": 84, "shards_expected": 84, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 1, "rows_scanned": 2738363, "files_scanned": 85, "duration_ms": 1559.8, "error": null}
{"ts": "2026-09-29T20:13:12.332469+00:00", "call_id": "99b1d17b9a7745f6", "user": "p4-a21", "tool": "list_instruments", "args": {"venue": "edgex", "contains": "BTC", "limit": 100, "offset": 0}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 5, "rows_scanned": null, "files_scanned": 0, "duration_ms": 4553.0, "error": null}
{"ts": "2026-09-29T20:13:12.388156+00:00", "call_id": "50b82c540d6249dc", "user": "p4-a21", "tool": "describe_dataset", "args": {"instrument": "edgex/trades:BTCUSD"}, "context": {}, "data_state": {"labels_in_force": 37, "label_kinds": ["absent", "partial_window"]}, "rows_returned": 244, "rows_scanned": null, "files_scanned": 0, "duration_ms": 13.0, "error": null}
{"ts": "2026-09-29T20:13:12.541441+00:00", "call_id": "1568d3f1a4a64985", "user": "p4-a21", "tool": "run_query", "args": {"dataset": "edgex/trades", "start": "2026-09-21T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": "BTCUSD", "sql": "WITH b AS (SELECT ts, close, volume, vwap, trades,   ln(close/lag(close) OVER (ORDER BY ts)) r,   epoch(ts - lag(ts) OVER (ORDER BY ts))/60 gap FROM t) SELECT count(*) bars, sum(trades) trades, sum(volume) vol_base, sum(volume*vwap) notional,  min(close) minpx, max(close) maxpx, avg(close) avgpx,  count(r) FILTER (WHERE gap=1) n1,  sqrt(avg(r*r) FILTER (WHERE gap=1)*525600) rv_consec,  stddev_samp(r) FILTER (WHERE gap=1)*sqrt(525600) sd_consec,  sqrt(sum(r*r)/sum(gap)*525600) rv_allgaps,  max(abs(r)) maxabs, count(*) FILTER (WHERE abs(r)>0.005) n_gt50bp,  sqrt(sum(r*r) FILTER (WHERE gap=1 AND abs(r)<=0.005)/count(r) FILTER (WHERE gap=1 AND abs(r)<=0.005)*525600) rv_trim FROM b"}, "context": {}, "data_state": {"shards_hash": "83b66f0769fe92e1", "shards_read": 85, "rows_scanned": 0, "shard_coverage": 0.992, "shards_present": 84, "shards_expected": 84, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 1, "rows_scanned": 0, "files_scanned": 85, "duration_ms": 137.8, "error": null}
{"ts": "2026-09-29T20:13:12.640112+00:00", "call_id": "230de9f5dfc1483e", "user": "p4-a21", "tool": "run_query", "args": {"dataset": "edgex/trades", "start": "2026-09-27T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": "ETHUSDC", "sql": "WITH r AS (SELECT ts, close, ln(close/lag(close) OVER (ORDER BY ts)) AS lr FROM t)\nSELECT max(abs(lr)) AS maxabs, min(close) AS minc, max(close) AS maxc, avg(lr) AS mu, stddev_samp(lr)*sqrt(525600) AS ann FROM r"}, "context": {}, "data_state": {"shards_hash": "2b07413cbf669c4c", "shards_read": 13, "rows_scanned": 195969, "shard_coverage": 0.992, "shards_present": 12, "shards_expected": 12, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 1, "rows_scanned": 195969, "files_scanned": 13, "duration_ms": 106.6, "error": null}
{"ts": "2026-09-29T20:13:13.176959+00:00", "call_id": "726472e24c674f52", "user": "p4-a21", "tool": "describe_environment", "args": {}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 0, "rows_scanned": null, "files_scanned": 0, "duration_ms": 15.4, "error": null}
{"ts": "2026-09-29T20:13:13.307216+00:00", "call_id": "31ea392823594345", "user": "p4-a21", "tool": "describe_dataset", "args": {"instrument": "hyperliquid/trades:BTC"}, "context": {}, "data_state": {"labels_in_force": 41, "label_kinds": ["absent", "not_archived", "partial_window"]}, "rows_returned": 321, "rows_scanned": null, "files_scanned": 0, "duration_ms": 54.2, "error": null}
{"ts": "2026-09-29T20:13:16.255417+00:00", "call_id": "313cd29d51324748", "user": "p4-a21", "tool": "run_query", "args": {"dataset": "apex/trades", "start": "2026-09-21T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": "BTCUSDT", "sql": "WITH b AS (SELECT ts, close, volume, vwap, trades,   ln(close/lag(close) OVER (ORDER BY ts)) r,   epoch(ts - lag(ts) OVER (ORDER BY ts))/60 gap FROM t) SELECT count(*) bars, sum(trades) trades, sum(volume) vol_base, sum(volume*vwap) notional,  min(close) minpx, max(close) maxpx, avg(close) avgpx,  count(r) FILTER (WHERE gap=1) n1,  sqrt(avg(r*r) FILTER (WHERE gap=1)*525600) rv_consec,  stddev_samp(r) FILTER (WHERE gap=1)*sqrt(525600) sd_consec,  sqrt(sum(r*r)/sum(gap)*525600) rv_allgaps,  max(abs(r)) maxabs, count(*) FILTER (WHERE abs(r)>0.005) n_gt50bp,  sqrt(sum(r*r) FILTER (WHERE gap=1 AND abs(r)<=0.005)/count(r) FILTER (WHERE gap=1 AND abs(r)<=0.005)*525600) rv_trim FROM b"}, "context": {}, "data_state": {"shards_hash": "83b66f0769fe92e1", "shards_read": 85, "rows_scanned": 200186, "shard_coverage": 0.992, "shards_present": 84, "shards_expected": 84, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 1, "rows_scanned": 200186, "files_scanned": 85, "duration_ms": 290.0, "error": null}
{"ts": "2026-09-29T20:13:17.094513+00:00", "call_id": "648a395e30604e6c", "user": "p4-a21", "tool": "run_query", "args": {"dataset": "hyperliquid/trades", "start": "2026-09-27T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": "BTC", "sql": "SELECT (hour(ts)//2)*2 AS shard, count(*) AS bars, sum(trades) tr, sum(volume) vol, sum(vwap*volume)/sum(volume) vwap, min(ts), max(ts) FROM t GROUP BY 1 UNION ALL SELECT 99, count(*), sum(trades), sum(volume), sum(vwap*volume)/sum(volume), min(ts), max(ts) FROM t ORDER BY 1"}, "context": {}, "data_state": {"shards_hash": "2b07413cbf669c4c", "shards_read": 13, "rows_scanned": 508242, "shard_coverage": 0.992, "shards_present": 12, "shards_expected": 12, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 13, "rows_scanned": 508242, "files_scanned": 13, "duration_ms": 197.0, "error": null}
{"ts": "2026-09-29T20:13:18.363950+00:00", "call_id": "5e5bb6fa252e4795", "user": "p4-a21", "tool": "data_quality", "args": {"dataset": "hyperliquid/trades", "severity": null}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 9, "rows_scanned": null, "files_scanned": 0, "duration_ms": 1188.4, "error": null}
{"ts": "2026-09-29T20:13:19.915282+00:00", "call_id": "ca13b256ec6d4b52", "user": "p4-a21", "tool": "run_query", "args": {"dataset": null, "start": "2026-09-27T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": null, "sql": "SELECT strftime(hl.ts,'%H:%M') m, hl.close hl, hl.trades hn, ex.close ex, ex.trades en, ap.close ap, ap.trades an, pa.close pa, pa.trades pn, dy.close dy, dy.trades dn\nFROM hl LEFT JOIN ex USING (ts) LEFT JOIN ap USING (ts) LEFT JOIN pa USING (ts) LEFT JOIN dy USING (ts) ORDER BY hl.ts"}, "context": {}, "data_state": {"shards_hash": "2b07413cbf669c4c+2b07413cbf669c4c+2b07413cbf669c4c+2b07413cbf669c4c+2b07413cbf669c4c", "shards_read": 13, "rows_scanned": 775252, "shard_coverage": 0.992, "shards_present": 12, "shards_expected": 12, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 1440, "rows_scanned": 775252, "files_scanned": 13, "duration_ms": 331.3, "error": null}
{"ts": "2026-09-29T20:13:20.288386+00:00", "call_id": "ad08a876b12b4bcd", "user": "p4-a21", "tool": "run_query", "args": {"dataset": "pacifica/trades", "start": "2026-09-21T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": "BTC", "sql": "WITH b AS (SELECT ts, close, volume, vwap, trades,   ln(close/lag(close) OVER (ORDER BY ts)) r,   epoch(ts - lag(ts) OVER (ORDER BY ts))/60 gap FROM t) SELECT count(*) bars, sum(trades) trades, sum(volume) vol_base, sum(volume*vwap) notional,  min(close) minpx, max(close) maxpx, avg(close) avgpx,  count(r) FILTER (WHERE gap=1) n1,  sqrt(avg(r*r) FILTER (WHERE gap=1)*525600) rv_consec,  stddev_samp(r) FILTER (WHERE gap=1)*sqrt(525600) sd_consec,  sqrt(sum(r*r)/sum(gap)*525600) rv_allgaps,  max(abs(r)) maxabs, count(*) FILTER (WHERE abs(r)>0.005) n_gt50bp,  sqrt(sum(r*r) FILTER (WHERE gap=1 AND abs(r)<=0.005)/count(r) FILTER (WHERE gap=1 AND abs(r)<=0.005)*525600) rv_trim FROM b"}, "context": {}, "data_state": {"shards_hash": "83b66f0769fe92e1", "shards_read": 85, "rows_scanned": 98755, "shard_coverage": 0.992, "shards_present": 84, "shards_expected": 84, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 1, "rows_scanned": 98755, "files_scanned": 85, "duration_ms": 132.7, "error": null}
{"ts": "2026-09-29T20:13:23.397728+00:00", "call_id": "8e5a7cd48b5f42ad", "user": "p4-a21", "tool": "run_query", "args": {"dataset": "edgex/trades", "start": "2026-09-27T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": "BTCUSDC", "sql": "SELECT count(*) n, sum(trades) tr FROM t"}, "context": {}, "data_state": {"shards_hash": "2b07413cbf669c4c", "shards_read": 13, "rows_scanned": 185654, "shard_coverage": 0.992, "shards_present": 12, "shards_expected": 12, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 1, "rows_scanned": 185654, "files_scanned": 13, "duration_ms": 111.6, "error": null}
{"ts": "2026-09-29T20:13:23.808577+00:00", "call_id": "c95bc8817c5f418d", "user": "p4-a21", "tool": "run_query", "args": {"dataset": "dydx/trades", "start": "2026-09-21T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": "BTC-USD", "sql": "WITH b AS (SELECT ts, close, volume, vwap, trades,   ln(close/lag(close) OVER (ORDER BY ts)) r,   epoch(ts - lag(ts) OVER (ORDER BY ts))/60 gap FROM t) SELECT count(*) bars, sum(trades) trades, sum(volume) vol_base, sum(volume*vwap) notional,  min(close) minpx, max(close) maxpx, avg(close) avgpx,  count(r) FILTER (WHERE gap=1) n1,  sqrt(avg(r*r) FILTER (WHERE gap=1)*525600) rv_consec,  stddev_samp(r) FILTER (WHERE gap=1)*sqrt(525600) sd_consec,  sqrt(sum(r*r)/sum(gap)*525600) rv_allgaps,  max(abs(r)) maxabs, count(*) FILTER (WHERE abs(r)>0.005) n_gt50bp,  sqrt(sum(r*r) FILTER (WHERE gap=1 AND abs(r)<=0.005)/count(r) FILTER (WHERE gap=1 AND abs(r)<=0.005)*525600) rv_trim FROM b"}, "context": {}, "data_state": {"shards_hash": "83b66f0769fe92e1", "shards_read": 85, "rows_scanned": 62983, "shard_coverage": 0.984, "shards_present": 84, "shards_expected": 84, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 1, "rows_scanned": 62983, "files_scanned": 85, "duration_ms": 73.0, "error": null}
{"ts": "2026-09-29T20:13:24.499512+00:00", "call_id": "7573f724755a49c3", "user": "p4-a21", "tool": "run_query", "args": {"dataset": "apex/trades", "start": "2026-09-27T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": "BTCUSDT", "sql": "SELECT count(*) n, sum(trades) tr FROM t"}, "context": {}, "data_state": {"shards_hash": "2b07413cbf669c4c", "shards_read": 13, "rows_scanned": 49454, "shard_coverage": 0.992, "shards_present": 12, "shards_expected": 12, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 1, "rows_scanned": 49454, "files_scanned": 13, "duration_ms": 72.7, "error": null}
{"ts": "2026-09-29T20:13:25.646369+00:00", "call_id": "edd9dbdf1c2e4b7e", "user": "p4-a21", "tool": "run_query", "args": {"dataset": "pacifica/trades", "start": "2026-09-27T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": "BTC", "sql": "SELECT count(*) n, sum(trades) tr FROM t"}, "context": {}, "data_state": {"shards_hash": "2b07413cbf669c4c", "shards_read": 13, "rows_scanned": 21223, "shard_coverage": 0.992, "shards_present": 12, "shards_expected": 12, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 1, "rows_scanned": 21223, "files_scanned": 13, "duration_ms": 39.9, "error": null}
{"ts": "2026-09-29T20:13:26.817035+00:00", "call_id": "3bece52bd7814327", "user": "p4-a21", "tool": "run_query", "args": {"dataset": "dydx/trades", "start": "2026-09-27T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": "BTC-USD", "sql": "SELECT count(*) n, sum(trades) tr FROM t"}, "context": {}, "data_state": {"shards_hash": "2b07413cbf669c4c", "shards_read": 13, "rows_scanned": 10679, "shard_coverage": 0.977, "shards_present": 12, "shards_expected": 12, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 1, "rows_scanned": 10679, "files_scanned": 13, "duration_ms": 29.6, "error": null}
{"ts": "2026-09-29T20:13:27.478354+00:00", "call_id": "dc4f44cf4fa64c9f", "user": "p4-a21", "tool": "run_query", "args": {"dataset": "paradex/trades", "start": "2026-09-21T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": "BTC-USD-PERP", "sql": "WITH b AS (SELECT ts, close, volume, vwap, trades,   ln(close/lag(close) OVER (ORDER BY ts)) r,   epoch(ts - lag(ts) OVER (ORDER BY ts))/60 gap FROM t) SELECT count(*) bars, sum(trades) trades, sum(volume) vol_base, sum(volume*vwap) notional,  min(close) minpx, max(close) maxpx, avg(close) avgpx,  count(r) FILTER (WHERE gap=1) n1,  sqrt(avg(r*r) FILTER (WHERE gap=1)*525600) rv_consec,  stddev_samp(r) FILTER (WHERE gap=1)*sqrt(525600) sd_consec,  sqrt(sum(r*r)/sum(gap)*525600) rv_allgaps,  max(abs(r)) maxabs, count(*) FILTER (WHERE abs(r)>0.005) n_gt50bp,  sqrt(sum(r*r) FILTER (WHERE gap=1 AND abs(r)<=0.005)/count(r) FILTER (WHERE gap=1 AND abs(r)<=0.005)*525600) rv_trim FROM b"}, "context": {}, "data_state": {"shards_hash": "d1acd138f52e179e", "shards_read": 15, "rows_scanned": 15811, "shard_coverage": 0.861, "shards_present": 15, "shards_expected": 84, "labels_in_force": 15, "label_kinds": ["absent", "partial_window"]}, "rows_returned": 1, "rows_scanned": 15811, "files_scanned": 15, "duration_ms": 40.4, "error": null}
{"ts": "2026-09-29T20:13:28.008262+00:00", "call_id": "7a9d5b70bcba419f", "user": "p4-a21", "tool": "run_query", "args": {"dataset": "hyperliquid/trades", "start": "2026-09-27T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": "BTC", "sql": "SELECT count(*) n, sum(trades) tr FROM t"}, "context": {}, "data_state": {"shards_hash": "2b07413cbf669c4c", "shards_read": 13, "rows_scanned": 508242, "shard_coverage": 0.992, "shards_present": 12, "shards_expected": 12, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 1, "rows_scanned": 508242, "files_scanned": 13, "duration_ms": 138.2, "error": null}
{"ts": "2026-09-29T20:13:28.073839+00:00", "call_id": "72fa1a1ce9be4582", "user": "p4-a21", "tool": "run_query", "args": {"dataset": "edgex/trades", "start": "2026-09-27T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": "ETHUSDC", "sql": "WITH r AS (SELECT ln(close / lag(close) OVER (ORDER BY ts)) AS lr FROM t) SELECT stddev_samp(lr) * sqrt(525600) AS rv FROM r"}, "context": {}, "data_state": {"shards_hash": "2b07413cbf669c4c", "shards_read": 13, "rows_scanned": 195969, "shard_coverage": 0.992, "shards_present": 12, "shards_expected": 12, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 1, "rows_scanned": 195969, "files_scanned": 13, "duration_ms": 125.8, "error": null}
{"ts": "2026-09-29T20:13:31.280096+00:00", "call_id": "1337bd729d9c4aa3", "user": "p4-a21", "tool": "run_query", "args": {"dataset": "nado/trades", "start": "2026-09-21T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": "2", "sql": "WITH b AS (SELECT ts, close, volume, vwap, trades,   ln(close/lag(close) OVER (ORDER BY ts)) r,   epoch(ts - lag(ts) OVER (ORDER BY ts))/60 gap FROM t) SELECT count(*) bars, sum(trades) trades, sum(volume) vol_base, sum(volume*vwap) notional,  min(close) minpx, max(close) maxpx, avg(close) avgpx,  count(r) FILTER (WHERE gap=1) n1,  sqrt(avg(r*r) FILTER (WHERE gap=1)*525600) rv_consec,  stddev_samp(r) FILTER (WHERE gap=1)*sqrt(525600) sd_consec,  sqrt(sum(r*r)/sum(gap)*525600) rv_allgaps,  max(abs(r)) maxabs, count(*) FILTER (WHERE abs(r)>0.005) n_gt50bp,  sqrt(sum(r*r) FILTER (WHERE gap=1 AND abs(r)<=0.005)/count(r) FILTER (WHERE gap=1 AND abs(r)<=0.005)*525600) rv_trim FROM b"}, "context": {}, "data_state": {"shards_hash": "83b66f0769fe92e1", "shards_read": 85, "rows_scanned": 310984, "shard_coverage": 0.991, "shards_present": 84, "shards_expected": 84, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 1, "rows_scanned": 310984, "files_scanned": 85, "duration_ms": 247.8, "error": null}
{"ts": "2026-09-29T20:13:38.228826+00:00", "call_id": "e6e0d69fea244993", "user": "p4-a21", "tool": "describe_dataset", "args": {"instrument": "edgex/trades:BTCUSD"}, "context": {}, "data_state": {"labels_in_force": 37, "label_kinds": ["absent", "partial_window"]}, "rows_returned": 244, "rows_scanned": null, "files_scanned": 0, "duration_ms": 13.2, "error": null}
{"ts": "2026-09-29T20:13:39.599244+00:00", "call_id": "f4eec34ed103461c", "user": "p4-a21", "tool": "data_quality", "args": {"dataset": "edgex/trades", "severity": null}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 12, "rows_scanned": null, "files_scanned": 0, "duration_ms": 1147.8, "error": null}
{"ts": "2026-09-29T20:13:45.748524+00:00", "call_id": "80264fa3b766405b", "user": "p4-a21", "tool": "list_instruments", "args": {"venue": "edgex", "contains": "BTC", "limit": 100, "offset": 0}, "context": {}, "data_state": {"labels_in_force": 0, "label_kinds": []}, "rows_returned": 5, "rows_scanned": null, "files_scanned": 0, "duration_ms": 3085.9, "error": null}
{"ts": "2026-09-29T20:13:46.402731+00:00", "call_id": "c189ae0272d84b29", "user": "p4-a21", "tool": "run_query", "args": {"dataset": "edgex/trades", "start": "2026-09-21T00:00:00Z", "end": "2026-09-22T00:00:00Z", "instrument": null, "sql": "SELECT instrument, count(*) bars, sum(trades) tr, avg(close) px, sum(volume*vwap) notional, min(ts), max(ts) FROM t GROUP BY 1 ORDER BY notional DESC LIMIT 15"}, "context": {}, "data_state": {"shards_hash": "99bc6f16811e2261", "shards_read": 13, "rows_scanned": 3158228, "shard_coverage": 0.992, "shards_present": 12, "shards_expected": 12, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 15, "rows_scanned": 3158228, "files_scanned": 13, "duration_ms": 614.8, "error": null}
{"ts": "2026-09-29T20:13:49.397640+00:00", "call_id": "aada9c1643204369", "user": "p4-a21", "tool": "get_ohlcv", "args": {"instrument": "dydx/trades:BTC-USD", "start": "2026-09-27T14:25:00Z", "end": "2026-09-27T14:35:00Z", "granularity": "1m"}, "context": {}, "data_state": {"shards_hash": "d7dc624a10ef50cb", "shards_read": 1, "rows_scanned": 89, "shard_coverage": 0.977, "shards_present": 12, "shards_expected": 12, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 4, "rows_scanned": 89, "files_scanned": 1, "duration_ms": 17.3, "error": null}
{"ts": "2026-09-29T20:13:50.137844+00:00", "call_id": "d30a183a92014613", "user": "p4-a21", "tool": "get_ohlcv", "args": {"instrument": "hyperliquid/trades:BTC", "start": "2026-09-27T14:27:00Z", "end": "2026-09-27T14:32:00Z", "granularity": "1m"}, "context": {}, "data_state": {"shards_hash": "d7dc624a10ef50cb", "shards_read": 1, "rows_scanned": 1298, "shard_coverage": 0.992, "shards_present": 12, "shards_expected": 12, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 5, "rows_scanned": 1298, "files_scanned": 1, "duration_ms": 24.2, "error": null}
{"ts": "2026-09-29T20:13:54.326406+00:00", "call_id": "50ffe2f6bd534e2f", "user": "p4-a21", "tool": "run_query", "args": {"dataset": "edgex/trades", "start": "2026-09-21T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": "BTCUSDC", "sql": "WITH b AS (SELECT ts, close, volume, vwap, trades,   ln(close/lag(close) OVER (ORDER BY ts)) r,   epoch(ts - lag(ts) OVER (ORDER BY ts))/60 gap FROM t) SELECT count(*) bars, sum(trades) trades, sum(volume) vol_base, sum(volume*vwap) notional,  min(close) minpx, max(close) maxpx, avg(close) avgpx,  count(r) FILTER (WHERE gap=1) n1,  sqrt(avg(r*r) FILTER (WHERE gap=1)*525600) rv_consec,  stddev_samp(r) FILTER (WHERE gap=1)*sqrt(525600) sd_consec,  sqrt(sum(r*r)/sum(gap)*525600) rv_allgaps,  max(abs(r)) maxabs, count(*) FILTER (WHERE abs(r)>0.005) n_gt50bp,  sqrt(sum(r*r) FILTER (WHERE gap=1 AND abs(r)<=0.005)/count(r) FILTER (WHERE gap=1 AND abs(r)<=0.005)*525600) rv_trim FROM b"}, "context": {}, "data_state": {"shards_hash": "83b66f0769fe92e1", "shards_read": 85, "rows_scanned": 948336, "shard_coverage": 0.992, "shards_present": 84, "shards_expected": 84, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 1, "rows_scanned": 948336, "files_scanned": 85, "duration_ms": 733.1, "error": null}
{"ts": "2026-09-29T20:13:59.364912+00:00", "call_id": "4bceadad26bc4a78", "user": "p4-a21", "tool": "run_query", "args": {"dataset": null, "start": "2026-09-21T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": null, "sql": "WITH d AS (\nSELECT 'hl' v, date_trunc('day',ts) d, sum(volume*vwap) n, sum(trades) tr, count(*) bars FROM hl GROUP BY 2\nUNION ALL SELECT 'ex', date_trunc('day',ts), sum(volume*vwap), sum(trades), count(*) FROM ex GROUP BY 2\nUNION ALL SELECT 'ap', date_trunc('day',ts), sum(volume*vwap), sum(trades), count(*) FROM ap GROUP BY 2\nUNION ALL SELECT 'na', date_trunc('day',ts), sum(volume*vwap), sum(trades), count(*) FROM na GROUP BY 2)\nSELECT * FROM d ORDER BY v, d"}, "context": {}, "data_state": {"shards_hash": "83b66f0769fe92e1+83b66f0769fe92e1+83b66f0769fe92e1+83b66f0769fe92e1", "shards_read": 85, "rows_scanned": 4197869, "shard_coverage": 0.992, "shards_present": 84, "shards_expected": 84, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 28, "rows_scanned": 4197869, "files_scanned": 85, "duration_ms": 2502.7, "error": null}
{"ts": "2026-09-29T20:14:12.861429+00:00", "call_id": "733a4ae8fb2c4ef3", "user": "p4-a21", "tool": "run_query", "args": {"dataset": null, "start": "2026-09-21T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": null, "sql": "WITH u AS (\n SELECT 'ex' v, ts, close FROM ex UNION ALL SELECT 'ap', ts, close FROM ap UNION ALL SELECT 'na', ts, close FROM na UNION ALL SELECT 'pa', ts, close FROM pa UNION ALL SELECT 'hl', ts, close FROM hl),\nj AS (SELECT u.v, u.ts, ln(u.close/hl.close) dev FROM u JOIN hl USING (ts))\nSELECT v, count(*) n, avg(dev)*1e4 mean_bp, stddev_samp(dev)*1e4 sd_bp, quantile_cont(abs(dev),0.99)*1e4 p99_bp, max(abs(dev))*1e4 max_bp FROM j GROUP BY v ORDER BY v"}, "context": {}, "data_state": {}, "rows_returned": 0, "rows_scanned": 0, "files_scanned": 0, "duration_ms": 1290.5, "error": "RequestTooLarge: these 5 slices would open 425 shards together; the limit is 400 across the whole query. Narrow the window or name an instrument."}
{"ts": "2026-09-29T20:14:17.180467+00:00", "call_id": "2fe9c87e1dde4fc6", "user": "p4-a21", "tool": "run_query", "args": {"dataset": null, "start": "2026-09-21T00:00:00Z", "end": "2026-09-22T06:00:00Z", "instrument": null, "sql": "WITH h AS (SELECT ts, close, ln(close/lag(close) OVER (ORDER BY ts)) r FROM hl),\np AS (SELECT ts, close, trades, ln(close/lag(close) OVER (ORDER BY ts)) r, epoch(ts-lag(ts) OVER (ORDER BY ts))/60 gap FROM px),\nd AS (SELECT ts, close, trades, ln(close/lag(close) OVER (ORDER BY ts)) r, epoch(ts-lag(ts) OVER (ORDER BY ts))/60 gap FROM dy)\nSELECT 'hl_same_window' k, count(*) n, sqrt(avg(r*r)*525600) rv, NULL sd_dev_bp, NULL maxdev_bp FROM h WHERE ts < TIMESTAMPTZ '2026-09-22 04:27:00+00'\nUNION ALL SELECT 'px_consec', count(*), sqrt(avg(p.r*p.r)*525600), stddev_samp(ln(p.close/h.close))*1e4, max(abs(ln(p.close/h.close)))*1e4 FROM p JOIN h USING(ts) WHERE gap=1\nUNION ALL SELECT 'dy_consec_samewin', count(*), sqrt(avg(d.r*d.r)*525600), stddev_samp(ln(d.close/h.close))*1e4, max(abs(ln(d.close/h.close)))*1e4 FROM d JOIN h USING(ts) WHERE gap=1"}, "context": {}, "data_state": {"shards_hash": "3f3cc0f2cec915df+d1acd138f52e179e+3f3cc0f2cec915df", "shards_read": 16, "rows_scanned": 1015229, "shard_coverage": 0.992, "shards_present": 24, "shards_expected": 24, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 3, "rows_scanned": 1015229, "files_scanned": 16, "duration_ms": 351.3, "error": null}
{"ts": "2026-09-29T20:14:22.975314+00:00", "call_id": "ce14fd072fc44ab5", "user": "p4-a21", "tool": "run_query", "args": {"dataset": null, "start": "2026-09-21T00:00:00Z", "end": "2026-09-22T06:00:00Z", "instrument": null, "sql": "SELECT px.ts, px.open, px.high, px.low, px.close, px.trades, px.volume, hl.close hl_close, round(ln(px.close/hl.close)*1e4,1) dev_bp FROM px JOIN hl USING(ts) WHERE abs(ln(px.close/hl.close))>0.003 OR abs(ln(px.high/hl.high))>0.005 OR abs(ln(px.low/hl.low))>0.005 ORDER BY ts"}, "context": {}, "data_state": {"shards_hash": "3f3cc0f2cec915df+d1acd138f52e179e", "shards_read": 16, "rows_scanned": 992522, "shard_coverage": 0.992, "shards_present": 24, "shards_expected": 24, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 44, "rows_scanned": 992522, "files_scanned": 16, "duration_ms": 348.6, "error": null}
{"ts": "2026-09-29T20:14:27.944558+00:00", "call_id": "153b4d1037ff4338", "user": "p4-a21", "tool": "run_query", "args": {"dataset": null, "start": "2026-09-21T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": null, "sql": "WITH u AS (SELECT 'ex' v, ts, close FROM ex UNION ALL SELECT 'ap', ts, close FROM ap),\nj AS (SELECT u.v, u.ts, ln(u.close/hl.close) dev FROM u JOIN hl USING (ts))\nSELECT v, count(*) n, avg(dev)*1e4 mean_bp, stddev_samp(dev)*1e4 sd_bp, quantile_cont(abs(dev),0.99)*1e4 p99_bp, max(abs(dev))*1e4 max_bp FROM j GROUP BY v ORDER BY v"}, "context": {}, "data_state": {"shards_hash": "83b66f0769fe92e1+83b66f0769fe92e1+83b66f0769fe92e1", "shards_read": 85, "rows_scanned": 3886885, "shard_coverage": 0.992, "shards_present": 84, "shards_expected": 84, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 2, "rows_scanned": 3886885, "files_scanned": 85, "duration_ms": 2266.4, "error": null}
{"ts": "2026-09-29T20:14:28.919300+00:00", "call_id": "58027b6dfee74a99", "user": "p4-a21", "tool": "get_ohlcv", "args": {"instrument": "nado/trades:2", "start": "2026-09-27T00:00:00Z", "end": "2026-09-28T00:00:00Z", "granularity": "1d"}, "context": {}, "data_state": {"shards_hash": "2b07413cbf669c4c", "shards_read": 13, "rows_scanned": 23319, "shard_coverage": 0.991, "shards_present": 12, "shards_expected": 12, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 1, "rows_scanned": 23319, "files_scanned": 13, "duration_ms": 134.5, "error": null}
{"ts": "2026-09-29T20:14:30.233380+00:00", "call_id": "745ccbec7d504368", "user": "p4-a21", "tool": "run_query", "args": {"dataset": null, "start": "2026-09-21T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": null, "sql": "WITH u AS (SELECT 'na' v, ts, close FROM na UNION ALL SELECT 'pa', ts, close FROM pa UNION ALL SELECT 'dy', ts, close FROM dy),\nj AS (SELECT u.v, u.ts, ln(u.close/hl.close) dev FROM u JOIN hl USING (ts))\nSELECT v, count(*) n, avg(dev)*1e4 mean_bp, stddev_samp(dev)*1e4 sd_bp, quantile_cont(abs(dev),0.99)*1e4 p99_bp, max(abs(dev))*1e4 max_bp FROM j GROUP BY v ORDER BY v"}, "context": {}, "data_state": {"shards_hash": "83b66f0769fe92e1+83b66f0769fe92e1+83b66f0769fe92e1+83b66f0769fe92e1", "shards_read": 85, "rows_scanned": 3211085, "shard_coverage": 0.992, "shards_present": 84, "shards_expected": 84, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 3, "rows_scanned": 3211085, "files_scanned": 85, "duration_ms": 1692.5, "error": null}
{"ts": "2026-09-29T20:14:48.713794+00:00", "call_id": "37d0610c108747b6", "user": "p4-a21", "tool": "run_query", "args": {"dataset": null, "start": "2026-09-21T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": null, "sql": "WITH u AS (SELECT 'hl' v, ts, close FROM hl UNION ALL SELECT 'ex', ts, close FROM ex UNION ALL SELECT 'ap', ts, close FROM ap UNION ALL SELECT 'na', ts, close FROM na),\nf AS (SELECT v, time_bucket(INTERVAL 5 MINUTE, ts) b, arg_max(close, ts) c FROM u GROUP BY 1,2),\nr AS (SELECT v, b, ln(c/lag(c) OVER (PARTITION BY v ORDER BY b)) r, epoch(b - lag(b) OVER (PARTITION BY v ORDER BY b))/60 g FROM f)\nSELECT v, count(*) FILTER (WHERE g=5) n5, sqrt(avg(r*r) FILTER (WHERE g=5)*105120) rv5m,\n sqrt(sum(r*r) FILTER (WHERE b < TIMESTAMPTZ '2026-09-22 04:25:00+00')/ (sum(g) FILTER (WHERE b < TIMESTAMPTZ '2026-09-22 04:25:00+00')/5) *105120) rv5m_pxwin\nFROM r GROUP BY v ORDER BY v"}, "context": {}, "data_state": {"shards_hash": "83b66f0769fe92e1+83b66f0769fe92e1+83b66f0769fe92e1+83b66f0769fe92e1", "shards_read": 85, "rows_scanned": 4197869, "shard_coverage": 0.992, "shards_present": 84, "shards_expected": 84, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 4, "rows_scanned": 4197869, "files_scanned": 85, "duration_ms": 2488.9, "error": null}
{"ts": "2026-09-29T20:14:52.143260+00:00", "call_id": "3ecd540234894cd3", "user": "p4-a21", "tool": "run_query", "args": {"dataset": null, "start": "2026-09-21T00:00:00Z", "end": "2026-09-28T00:00:00Z", "instrument": null, "sql": "WITH u AS (SELECT 'pa' v, ts, close FROM pa UNION ALL SELECT 'dy', ts, close FROM dy UNION ALL SELECT 'px', ts, close FROM px),\nf AS (SELECT v, time_bucket(INTERVAL 5 MINUTE, ts) b, arg_max(close, ts) c FROM u GROUP BY 1,2),\nr AS (SELECT v, b, ln(c/lag(c) OVER (PARTITION BY v ORDER BY b)) r, epoch(b - lag(b) OVER (PARTITION BY v ORDER BY b))/60 g FROM f)\nSELECT v, count(*) FILTER (WHERE g=5) n5, sqrt(avg(r*r) FILTER (WHERE g=5)*105120) rv5m,\n sqrt(sum(r*r)/(sum(g)/5)*105120) rv5m_gapadj,\n sqrt(sum(r*r) FILTER (WHERE b < TIMESTAMPTZ '2026-09-22 04:25:00+00')/ (sum(g) FILTER (WHERE b < TIMESTAMPTZ '2026-09-22 04:25:00+00')/5) *105120) rv5m_pxwin,\n sqrt(sum(r*r) FILTER (WHERE abs(r)<0.01)/(sum(g) FILTER (WHERE abs(r)<0.01)/5)*105120) rv5m_trim100bp\nFROM r GROUP BY v ORDER BY v"}, "context": {}, "data_state": {"shards_hash": "83b66f0769fe92e1+83b66f0769fe92e1+83b66f0769fe92e1+d1acd138f52e179e", "shards_read": 85, "rows_scanned": 2915912, "shard_coverage": 0.992, "shards_present": 84, "shards_expected": 84, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 3, "rows_scanned": 2915912, "files_scanned": 85, "duration_ms": 875.2, "error": null}
{"ts": "2026-09-29T20:15:26.052583+00:00", "call_id": "8900bcdc961b493c", "user": "p4-a21", "tool": "get_ohlcv", "args": {"instrument": "hyperliquid/trades:BTC", "start": "2026-09-27T00:00:00Z", "end": "2026-09-28T00:00:00Z", "granularity": "1d"}, "context": {}, "data_state": {"shards_hash": "2b07413cbf669c4c", "shards_read": 13, "rows_scanned": 175800, "shard_coverage": 0.992, "shards_present": 12, "shards_expected": 12, "labels_in_force": 0, "label_kinds": []}, "rows_returned": 1, "rows_scanned": 175800, "files_scanned": 13, "duration_ms": 1428.6, "error": null}