进一步缩小范围，

src/lighter/fetch_leaderboard.py

@@ -1,118 +0,0 @@
-import argparse
-import json
-import os
-import time
-from typing import Any, Dict, List
-
-import requests
-
-DEFAULT_AUTH = (
-    "1761464345:272589:0:77f74abf549ad0394e88323b73c56d09cdc66f400a4df9fc52a53887471e0cf2caaa77ac7891aa5b6f0ac8f854c3abe06d2853fd7d5bc74d6b6a8e0fef1240f473d97b07cf43300ddedf4e79ec671039"
-)
-BASE_URL = "https://mainnet.zklighter.elliot.ai/api/v1/leaderboard"
-
-
-def load_filtered_accounts(path: str) -> List[Dict[str, Any]]:
-    with open(path, "r", encoding="utf-8") as f:
-        return json.load(f)
-
-
-def extract_addresses(accounts: List[Dict[str, Any]]) -> List[str]:
-    seen = set()
-    addrs: List[str] = []
-    for acc in accounts:
-        addr = acc.get("l1_address")
-        if isinstance(addr, str) and addr and addr not in seen:
-            seen.add(addr)
-            addrs.append(addr)
-    return addrs
-
-
-def read_existing_output(path: str) -> Dict[str, Any]:
-    if os.path.exists(path):
-        try:
-            with open(path, "r", encoding="utf-8") as f:
-                return json.load(f)
-        except Exception:
-            return {}
-    return {}
-
-
-def save_output(path: str, data: Dict[str, Any]) -> None:
-    tmp_path = path + ".tmp"
-    with open(tmp_path, "w", encoding="utf-8") as f:
-        json.dump(data, f, ensure_ascii=False, indent=2)
-    os.replace(tmp_path, path)
-
-
-def try_json(resp: requests.Response) -> Any:
-    try:
-        return resp.json()
-    except ValueError:
-        return {"text": resp.text}
-
-
-def fetch(session: requests.Session, address: str, auth: str, timeout: int = 15) -> Dict[str, Any]:
-    headers = {"authorization": auth}
-    params = {"type": "weekly", "l1_address": address}
-    print(params)
-    print(headers)
-    try:
-        resp = session.get(BASE_URL, headers=headers, params=params, timeout=timeout)
-        return {"status_code": resp.status_code, "body": try_json(resp)}
-    except requests.RequestException as e:
-        return {"error": str(e)}
-
-
-def run(input_path: str, output_path: str, period: float, auth: str) -> None:
-    accounts = load_filtered_accounts(input_path)
-    addrs = extract_addresses(accounts)
-    results = read_existing_output(output_path)
-    session = requests.Session()
-
-    count = 0
-    for addr in addrs:
-        if addr in results:
-            continue
-        data = fetch(session, addr, auth)
-        results[addr] = data
-        save_output(output_path, results)
-        count += 1
-        print(f"Fetched {addr}: {'OK' if 'body' in data else 'ERR'}, {data}")
-        time.sleep(period)
-
-    print(f"Done. Total fetched: {count}. Output: {output_path}")
-
-
-def main() -> None:
-    parser = argparse.ArgumentParser(
-        description="Fetch leaderboard data for l1_addresses from filtered_accounts.json"
-    )
-    parser.add_argument(
-        "--input",
-        default=os.path.join("src", "lighter", "filtered_accounts.json"),
-        help="Input filtered accounts JSON path",
-    )
-    parser.add_argument(
-        "--output",
-        default=os.path.join("src", "lighter", "leaderboard_results.json"),
-        help="Output JSON path",
-    )
-    parser.add_argument(
-        "--period",
-        type=float,
-        default=2.0,
-        help="Seconds between requests (default: 2.0)",
-    )
-    parser.add_argument(
-        "--auth",
-        default=DEFAULT_AUTH,
-        help="Authorization header value",
-    )
-    args = parser.parse_args()
-
-    run(args.input, args.output, args.period, args.auth)
-
-
-if __name__ == "__main__":
-    main()

src/lighter/leaderboard_results.json

@@ -1,58 +0,0 @@
-{
-  "0x3fBBA2b0e07895ae8638D17fd83d72338954D272": {
-    "status_code": 401,
-    "body": {
-      "code": 20013,
-      "message": "invalid auth: invalid account index"
-    }
-  },
-  "0x621cbC6159D2BbA808F15dF8947D2F42b0fEBdBE": {
-    "status_code": 401,
-    "body": {
-      "code": 20013,
-      "message": "invalid auth: invalid account index"
-    }
-  },
-  "0x800a656095BC2d884EC08E601C918c73c20690f8": {
-    "status_code": 401,
-    "body": {
-      "code": 20013,
-      "message": "invalid auth: invalid account index"
-    }
-  },
-  "0x580e0B94A79E2CADEBb30d06ADFb710c08194458": {
-    "status_code": 401,
-    "body": {
-      "code": 20013,
-      "message": "invalid auth: invalid account index"
-    }
-  },
-  "0x631e44e538D9298e1cebd18C14AE4D6F80f0436b": {
-    "status_code": 401,
-    "body": {
-      "code": 20013,
-      "message": "invalid auth: invalid account index"
-    }
-  },
-  "0x72cCad3332aD2f100ba8472740Bb4aFF3Bd8d1b4": {
-    "status_code": 401,
-    "body": {
-      "code": 20013,
-      "message": "invalid auth: invalid account index"
-    }
-  },
-  "0x767DDa2382DEA024304CAEad7f177b8396E671F1": {
-    "status_code": 401,
-    "body": {
-      "code": 20013,
-      "message": "invalid auth: invalid account index"
-    }
-  },
-  "0x1024582045589710AA9488555ca655333cCd5653": {
-    "status_code": 401,
-    "body": {
-      "code": 20013,
-      "message": "invalid auth: invalid account index"
-    }
-  }
-}

src/lighter/match_addresses.py

@@ -0,0 +1,92 @@
+import argparse
+import json
+import os
+from typing import Any, Dict, List
+from decimal import Decimal, InvalidOperation
+import ast
+
+
+def load_json_array(path: str) -> List[Dict[str, Any]]:
+    with open(path, "r", encoding="utf-8") as f:
+        data = json.load(f)
+        if isinstance(data, list):
+            return data
+        raise ValueError(f"JSON at {path} is not an array")
+
+
+def group_by_address(items: List[Dict[str, Any]]) -> Dict[str, List[Dict[str, Any]]]:
+    grouped: Dict[str, List[Dict[str, Any]]] = {}
+    for it in items:
+        addr = it.get("l1_address")
+        if not isinstance(addr, str) or not addr:
+            continue
+        grouped.setdefault(addr, []).append(it)
+    return grouped
+
+
+def parse_pnl_decimal(item: Dict[str, Any]) -> Decimal | None:
+    meta = item.get("metadata")
+    try:
+        if isinstance(meta, dict):
+            val = meta.get("pnl")
+        elif isinstance(meta, str):
+            parsed = ast.literal_eval(meta)
+            if isinstance(parsed, dict):
+                val = parsed.get("pnl")
+            else:
+                val = None
+        else:
+            val = None
+        if val is None:
+            return None
+        return Decimal(str(val))
+    except (InvalidOperation, ValueError, SyntaxError):
+        return None
+
+
+def has_matching_pnl(pnl_items: List[Dict[str, Any]], roi_items: List[Dict[str, Any]]) -> bool:
+    pnl_set = {d for d in (parse_pnl_decimal(it) for it in pnl_items) if d is not None}
+    roi_set = {d for d in (parse_pnl_decimal(it) for it in roi_items) if d is not None}
+    return len(pnl_set & roi_set) > 0
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser(description="Match items with same l1_address and identical pnl across two JSON arrays")
+    parser.add_argument(
+        "--pnl",
+        default=os.path.join("src", "lighter", "pnl_competition_3_2.json"),
+        help="Path to pnl_competition_3_2.json",
+    )
+    parser.add_argument(
+        "--roi",
+        default=os.path.join("src", "lighter", "roi_competition_3_1.json"),
+        help="Path to roi_competition_3_1.json",
+    )
+    parser.add_argument(
+        "--output",
+        default=os.path.join("src", "lighter", "matched_addresses.json"),
+        help="Output JSON path",
+    )
+    args = parser.parse_args()
+
+    pnl_items = load_json_array(args.pnl)
+    roi_items = load_json_array(args.roi)
+
+    pnl_by_addr = group_by_address(pnl_items)
+    roi_by_addr = group_by_address(roi_items)
+
+    common_addrs = sorted(set(pnl_by_addr.keys()) & set(roi_by_addr.keys()))
+
+    result: Dict[str, Any] = {}
+    for addr in common_addrs:
+        if has_matching_pnl(pnl_by_addr[addr], roi_by_addr[addr]):
+            result[addr] = {"pnl_items": pnl_by_addr[addr], "roi_items": roi_by_addr[addr]}
+
+    with open(args.output, "w", encoding="utf-8") as f:
+        json.dump(result, f, ensure_ascii=False, indent=2)
+
+    print(f"Saved {len(result)} matched l1_address (with identical pnl) entries to: {args.output}")
+
+
+if __name__ == "__main__":
+    main()

src/lighter/matched_addresses.json

@@ -0,0 +1,109 @@
+{
+  "0x07**************************************": {
+    "pnl_items": [
+      {
+        "l1_address": "0x07**************************************",
+        "points": 0,
+        "entry": 67,
+        "entryId": 67,
+        "metadata": "{'pnl': 374704.589363, 'points': 0}"
+      }
+    ],
+    "roi_items": [
+      {
+        "l1_address": "0x07**************************************",
+        "points": 0,
+        "entry": 142,
+        "entryId": 142,
+        "metadata": "{'pnl': 374704.589363, 'roi': 1.651488977543581, 'points': 0}"
+      }
+    ]
+  },
+  "0x23**************************************": {
+    "pnl_items": [
+      {
+        "l1_address": "0x23**************************************",
+        "points": 0,
+        "entry": 53,
+        "entryId": 53,
+        "metadata": "{'pnl': 429475.577302, 'points': 0}"
+      }
+    ],
+    "roi_items": [
+      {
+        "l1_address": "0x23**************************************",
+        "points": 0,
+        "entry": 149,
+        "entryId": 149,
+        "metadata": "{'pnl': 429475.577302, 'roi': 1.5830602387493486, 'points': 0}"
+      }
+    ]
+  },
+  "0x49**************************************": {
+    "pnl_items": [
+      {
+        "l1_address": "0x49**************************************",
+        "points": 0,
+        "entry": 68,
+        "entryId": 68,
+        "metadata": "{'pnl': 368787.584151, 'points': 0}"
+      }
+    ],
+    "roi_items": [
+      {
+        "l1_address": "0x49**************************************",
+        "points": 0,
+        "entry": 32,
+        "entryId": 32,
+        "metadata": "{'pnl': 368787.584151, 'roi': 4.14924167939359, 'points': 0}"
+      }
+    ]
+  },
+  "0xFb**************************************": {
+    "pnl_items": [
+      {
+        "l1_address": "0xFb**************************************",
+        "points": 0,
+        "entry": 142,
+        "entryId": 142,
+        "metadata": "{'pnl': 197353.840785, 'points': 0}"
+      }
+    ],
+    "roi_items": [
+      {
+        "l1_address": "0xFb**************************************",
+        "points": 0,
+        "entry": 121,
+        "entryId": 121,
+        "metadata": "{'pnl': 197353.840785, 'roi': 1.7794321653452096, 'points': 0}"
+      }
+    ]
+  },
+  "0xe1**************************************": {
+    "pnl_items": [
+      {
+        "l1_address": "0xe1**************************************",
+        "points": 0,
+        "entry": 25,
+        "entryId": 25,
+        "metadata": "{'pnl': 926488.293806, 'points': 0}"
+      },
+      {
+        "l1_address": "0xe1**************************************",
+        "points": 0,
+        "entry": 70,
+        "entryId": 70,
+        "metadata": "{'pnl': 365046.44515000004, 'points': 0}"
+      }
+    ],
+    "roi_items": [
+      {
+        "l1_address": "0xe1**************************************",
+        "points": 0,
+        "entry": 95,
+        "entryId": 95,
+        "metadata": "{'pnl': 926488.293806, 'roi': 2.008934885630829, 'points': 0}"
+      }
+    ]
+  }
+}

src/lighter/pnl_competition_3_2.json

@@ -0,0 +1,1052 @@
+[
+    {
+        "l1_address": "0x9c**************************************",
+        "points": 0,
+        "entry": 1,
+        "entryId": 1,
+        "metadata": "{'pnl': 11763923.849382, 'points': 1000}"
+    },
+    {
+        "l1_address": "0xB3**************************************",
+        "points": 0,
+        "entry": 2,
+        "entryId": 2,
+        "metadata": "{'pnl': 4740338.0202709995, 'points': 750}"
+    },
+    {
+        "l1_address": "0x92**************************************",
+        "points": 0,
+        "entry": 3,
+        "entryId": 3,
+        "metadata": "{'pnl': 4166062.4223000007, 'points': 500}"
+    },
+    {
+        "l1_address": "0x68**************************************",
+        "points": 0,
+        "entry": 4,
+        "entryId": 4,
+        "metadata": "{'pnl': 3698765.4218280003, 'points': 100}"
+    },
+    {
+        "l1_address": "0x6d**************************************",
+        "points": 0,
+        "entry": 5,
+        "entryId": 5,
+        "metadata": "{'pnl': 3112482.519597, 'points': 100}"
+    },
+    {
+        "l1_address": "0x1F**************************************",
+        "points": 0,
+        "entry": 6,
+        "entryId": 6,
+        "metadata": "{'pnl': 3107660.7004550006, 'points': 100}"
+    },
+    {
+        "l1_address": "0x7b**************************************",
+        "points": 0,
+        "entry": 7,
+        "entryId": 7,
+        "metadata": "{'pnl': 3069781.740243, 'points': 100}"
+    },
+    {
+        "l1_address": "0xf5**************************************",
+        "points": 0,
+        "entry": 8,
+        "entryId": 8,
+        "metadata": "{'pnl': 2762722.444035, 'points': 100}"
+    },
+    {
+        "l1_address": "0x56**************************************",
+        "points": 0,
+        "entry": 9,
+        "entryId": 9,
+        "metadata": "{'pnl': 2480971.229438, 'points': 100}"
+    },
+    {
+        "l1_address": "0xCC**************************************",
+        "points": 0,
+        "entry": 10,
+        "entryId": 10,
+        "metadata": "{'pnl': 2415706.03477, 'points': 100}"
+    },
+    {
+        "l1_address": "0xfc**************************************",
+        "points": 0,
+        "entry": 11,
+        "entryId": 11,
+        "metadata": "{'pnl': 2012746.1117099999, 'points': 0}"
+    },
+    {
+        "l1_address": "0x27**************************************",
+        "points": 0,
+        "entry": 12,
+        "entryId": 12,
+        "metadata": "{'pnl': 1852402.568431, 'points': 0}"
+    },
+    {
+        "l1_address": "0x35**************************************",
+        "points": 0,
+        "entry": 13,
+        "entryId": 13,
+        "metadata": "{'pnl': 1770140.115225, 'points': 0}"
+    },
+    {
+        "l1_address": "0xD3**************************************",
+        "points": 0,
+        "entry": 14,
+        "entryId": 14,
+        "metadata": "{'pnl': 1657653.699439, 'points': 0}"
+    },
+    {
+        "l1_address": "0xE8**************************************",
+        "points": 0,
+        "entry": 15,
+        "entryId": 15,
+        "metadata": "{'pnl': 1585318.4397319998, 'points': 0}"
+    },
+    {
+        "l1_address": "0x70**************************************",
+        "points": 0,
+        "entry": 16,
+        "entryId": 16,
+        "metadata": "{'pnl': 1517626.071236, 'points': 0}"
+    },
+    {
+        "l1_address": "0x3d**************************************",
+        "points": 0,
+        "entry": 17,
+        "entryId": 17,
+        "metadata": "{'pnl': 1507820.6619519999, 'points': 0}"
+    },
+    {
+        "l1_address": "0xCe**************************************",
+        "points": 0,
+        "entry": 18,
+        "entryId": 18,
+        "metadata": "{'pnl': 1415013.673777, 'points': 0}"
+    },
+    {
+        "l1_address": "0xd2**************************************",
+        "points": 0,
+        "entry": 19,
+        "entryId": 19,
+        "metadata": "{'pnl': 1276571.85534, 'points': 0}"
+    },
+    {
+        "l1_address": "0x9b**************************************",
+        "points": 0,
+        "entry": 20,
+        "entryId": 20,
+        "metadata": "{'pnl': 1234743.908849, 'points': 0}"
+    },
+    {
+        "l1_address": "0xaA**************************************",
+        "points": 0,
+        "entry": 21,
+        "entryId": 21,
+        "metadata": "{'pnl': 1217367.989551, 'points': 0}"
+    },
+    {
+        "l1_address": "0xE0**************************************",
+        "points": 0,
+        "entry": 22,
+        "entryId": 22,
+        "metadata": "{'pnl': 1083854.7288229999, 'points': 0}"
+    },
+    {
+        "l1_address": "0xC4**************************************",
+        "points": 0,
+        "entry": 23,
+        "entryId": 23,
+        "metadata": "{'pnl': 1068927.002548, 'points': 0}"
+    },
+    {
+        "l1_address": "0x91**************************************",
+        "points": 0,
+        "entry": 24,
+        "entryId": 24,
+        "metadata": "{'pnl': 935549.1226900001, 'points': 0}"
+    },
+    {
+        "l1_address": "0xe1**************************************",
+        "points": 0,
+        "entry": 25,
+        "entryId": 25,
+        "metadata": "{'pnl': 926488.293806, 'points': 0}"
+    },
+    {
+        "l1_address": "0x20**************************************",
+        "points": 0,
+        "entry": 26,
+        "entryId": 26,
+        "metadata": "{'pnl': 924793.1331130001, 'points': 0}"
+    },
+    {
+        "l1_address": "0x51**************************************",
+        "points": 0,
+        "entry": 27,
+        "entryId": 27,
+        "metadata": "{'pnl': 824859.1132159999, 'points': 0}"
+    },
+    {
+        "l1_address": "0x2e**************************************",
+        "points": 0,
+        "entry": 28,
+        "entryId": 28,
+        "metadata": "{'pnl': 821832.2815869999, 'points': 0}"
+    },
+    {
+        "l1_address": "0xDe**************************************",
+        "points": 0,
+        "entry": 29,
+        "entryId": 29,
+        "metadata": "{'pnl': 755954.0196249997, 'points': 0}"
+    },
+    {
+        "l1_address": "0xad**************************************",
+        "points": 0,
+        "entry": 30,
+        "entryId": 30,
+        "metadata": "{'pnl': 744863.740282, 'points': 0}"
+    },
+    {
+        "l1_address": "0x74**************************************",
+        "points": 0,
+        "entry": 31,
+        "entryId": 31,
+        "metadata": "{'pnl': 738626.0646790001, 'points': 0}"
+    },
+    {
+        "l1_address": "0x36**************************************",
+        "points": 0,
+        "entry": 32,
+        "entryId": 32,
+        "metadata": "{'pnl': 728568.199516, 'points': 0}"
+    },
+    {
+        "l1_address": "0xA4**************************************",
+        "points": 0,
+        "entry": 33,
+        "entryId": 33,
+        "metadata": "{'pnl': 712017.7529699999, 'points': 0}"
+    },
+    {
+        "l1_address": "0x68**************************************",
+        "points": 0,
+        "entry": 34,
+        "entryId": 34,
+        "metadata": "{'pnl': 706285.845268, 'points': 0}"
+    },
+    {
+        "l1_address": "0x5b**************************************",
+        "points": 0,
+        "entry": 35,
+        "entryId": 35,
+        "metadata": "{'pnl': 703738.353266, 'points': 0}"
+    },
+    {
+        "l1_address": "0x8c**************************************",
+        "points": 0,
+        "entry": 36,
+        "entryId": 36,
+        "metadata": "{'pnl': 683337.6489479999, 'points': 0}"
+    },
+    {
+        "l1_address": "0x48**************************************",
+        "points": 0,
+        "entry": 37,
+        "entryId": 37,
+        "metadata": "{'pnl': 674102.12426, 'points': 0}"
+    },
+    {
+        "l1_address": "0xc7**************************************",
+        "points": 0,
+        "entry": 38,
+        "entryId": 38,
+        "metadata": "{'pnl': 659448.190359, 'points': 0}"
+    },
+    {
+        "l1_address": "0xD9**************************************",
+        "points": 0,
+        "entry": 39,
+        "entryId": 39,
+        "metadata": "{'pnl': 651211.4708, 'points': 0}"
+    },
+    {
+        "l1_address": "0xF1**************************************",
+        "points": 0,
+        "entry": 40,
+        "entryId": 40,
+        "metadata": "{'pnl': 586967.638755, 'points': 0}"
+    },
+    {
+        "l1_address": "0x6a**************************************",
+        "points": 0,
+        "entry": 41,
+        "entryId": 41,
+        "metadata": "{'pnl': 547387.907174, 'points': 0}"
+    },
+    {
+        "l1_address": "0xe4**************************************",
+        "points": 0,
+        "entry": 42,
+        "entryId": 42,
+        "metadata": "{'pnl': 540948.784158, 'points': 0}"
+    },
+    {
+        "l1_address": "0xBF**************************************",
+        "points": 0,
+        "entry": 43,
+        "entryId": 43,
+        "metadata": "{'pnl': 520019.46864599996, 'points': 0}"
+    },
+    {
+        "l1_address": "0x63**************************************",
+        "points": 0,
+        "entry": 44,
+        "entryId": 44,
+        "metadata": "{'pnl': 495751.41891799995, 'points': 0}"
+    },
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src/lighter/roi_competition_3_1.json

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