daily data update

active_traders.parquet

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+size 81280

all_trades_profitability.parquet.gz

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+size 9022916

closed_market_metrics.parquet

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+oid sha256:0d0cd171aafb01b8253236ae3295d9658f7152621d40bda80d688911cd0317f6
+size 129782

closed_markets_div.parquet

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+size 86984

daily_info.parquet

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+size 2475527

daily_mech_requests.parquet

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-size 10364
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+size 10386

error_by_markets.parquet

@@ -1,3 +1,3 @@
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-size 11847
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+size 11406

retention_activity.parquet.gz

@@ -1,3 +1,3 @@
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-size 8684461
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+size 8626552

scripts/mech_request_utils.py

@@ -42,6 +42,7 @@ from web3_utils import (
 from concurrent.futures import ThreadPoolExecutor, as_completed
 from utils import (
     ROOT_DIR,
+    TMP_DIR,
     JSON_DATA_DIR,
     MECH_SUBGRAPH_URL,
     SUBGRAPH_API_KEY,

scripts/pull_data.py

@@ -135,7 +135,7 @@ def only_new_weekly_analysis():
 
     save_historical_data()
     try:
-        clean_old_data_from_parquet_files("2025-01-18")
+        clean_old_data_from_parquet_files("2025-01-20")
     except Exception as e:
         print("Error cleaning the oldest information from parquet files")
         print(f"reason = {e}")

scripts/staking.py

@@ -299,11 +299,11 @@ def check_service_map():
 
 if __name__ == "__main__":
     # create_service_map()
-    trades_df = pd.read_parquet(JSON_DATA_DIR / "all_trades_df.parquet")
-    trades_df = trades_df.loc[trades_df["is_invalid"] == False]
+    # trades_df = pd.read_parquet(JSON_DATA_DIR / "all_trades_df.parquet")
+    # trades_df = trades_df.loc[trades_df["is_invalid"] == False]
 
-    trades_df = label_trades_by_staking(trades_df=trades_df)
-    print(trades_df.staking.value_counts())
+    # trades_df = label_trades_by_staking(trades_df=trades_df)
+    # print(trades_df.staking.value_counts())
     # trades_df.to_parquet(TMP_DIR / "result_staking.parquet", index=False)
     # generate_retention_activity_file()
     # a_list = [
@@ -311,5 +311,5 @@ if __name__ == "__main__":
     #     "0x0845f4ad01a2f41da618848c7a9e56b64377965e",
     # ]
     # check_list_addresses(address_list=a_list)
-    # update_service_map()
+    update_service_map(start=2)
     # check_service_map()

service_map.pkl

@@ -1,3 +1,3 @@
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-size 199972
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+size 197383

tools_accuracy.csv

@@ -1,13 +1,13 @@
 tool,tool_accuracy,total_requests,min,max
-claude-prediction-offline,62.11188218812107,61386,2025-01-18 00:03:50,2025-03-18 00:27:00
-claude-prediction-online,63.318462689462166,36089,2025-01-18 00:01:35,2025-03-18 02:34:25
-prediction-offline,53.14219571909922,165012,2025-01-18 00:00:15,2025-03-18 17:45:50
-prediction-offline-sme,52.17786760990399,9895,2025-01-18 00:10:50,2025-03-18 00:34:45
-prediction-online,46.170033670033675,4752,2025-01-18 08:19:45,2025-03-17 19:36:35
-prediction-online-sme,44.466600199401796,3009,2025-01-18 08:52:05,2025-03-17 18:16:35
-prediction-request-rag,48.458149779735685,454,2025-01-18 12:04:20,2025-03-17 18:49:05
-prediction-request-rag-claude,50.0,396,2025-01-18 11:07:00,2025-03-17 19:20:40
-prediction-request-reasoning,48.97235371807619,67387,2025-01-18 08:00:20,2025-03-17 19:47:50
-prediction-request-reasoning-claude,64.95327102803739,428,2025-01-18 10:36:15,2025-03-17 13:14:10
-prediction-url-cot-claude,52.24609375,1024,2025-01-18 01:02:40,2025-03-17 22:08:35
-superforcaster,57.50788643533124,9510,2025-01-18 00:45:10,2025-03-18 19:35:25
+claude-prediction-offline,62.78688247332014,59127,2025-01-20 00:21:45,2025-03-19 22:53:45
+claude-prediction-online,64.0346364883402,34992,2025-01-20 00:05:00,2025-03-20 01:49:25
+prediction-offline,52.85051044604747,160252,2025-01-20 00:00:35,2025-03-20 19:46:25
+prediction-offline-sme,51.737532808398946,9525,2025-01-20 00:04:05,2025-03-19 22:19:35
+prediction-online,45.32849829351536,4688,2025-01-20 08:16:55,2025-03-19 18:13:35
+prediction-online-sme,43.79407616361072,2836,2025-01-20 10:14:25,2025-03-19 18:09:05
+prediction-request-rag,46.47201946472019,411,2025-01-20 14:52:35,2025-03-19 17:19:20
+prediction-request-rag-claude,50.0,382,2025-01-20 10:45:45,2025-03-19 15:45:45
+prediction-request-reasoning,48.8685556867375,60984,2025-01-20 08:19:15,2025-03-19 18:16:50
+prediction-request-reasoning-claude,68.06282722513089,382,2025-01-20 12:22:05,2025-03-19 17:14:15
+prediction-url-cot-claude,53.519668737060044,966,2025-01-20 02:03:40,2025-03-20 01:20:50
+superforcaster,56.772887136310345,9383,2025-01-20 00:19:20,2025-03-21 05:25:30

unknown_traders.parquet

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weekly_mech_calls.parquet

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winning_df.parquet

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