updating files for the dataset

.gitignore

@@ -54,6 +54,7 @@ coverage.xml
 json_data/
 historical_data/
 tmp/
+notebooks/
 .pytest_cache/
 cover/
 

active_traders.parquet

@@ -1,3 +1,3 @@
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-oid sha256:4cacadd1709d6c0d42cf99ba293ffe7d50dadee146b6b5d4bf08ac46b6244e79
-size 77240
+oid sha256:a40a529b880958bd7abd4f60a43d0be0b6541bea28c2e437d1587c6b7337d51c
+size 79528

all_trades_profitability.parquet.gz

@@ -1,3 +1,3 @@
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-size 9345360
+oid sha256:8407d663989a9ae9b00a93ee63de23523750c7a93002373985deeed06250979f
+size 10040781

closed_markets_div.parquet

@@ -1,3 +1,3 @@
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-size 72542
+oid sha256:2281a6ba1ce453b14a0bf1b307372647b9bda9e3177f3360a01e3fe218a7a034
+size 74999

daily_info.parquet

@@ -1,3 +1,3 @@
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-size 2709198
+oid sha256:e68f54006dbf71cabc71975bb67166a7ee796f0782dd75b9284ef1cb209c1f09
+size 1502516

error_by_markets.parquet

@@ -1,3 +1,3 @@
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-size 12990
+oid sha256:3130e944015fc63063ddbf8a9d526527a942122849abadcc246de0429151ca96
+size 12512

invalid_trades.parquet

@@ -1,3 +1,3 @@
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-size 755966
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+size 769642

retention_activity.parquet.gz

@@ -1,3 +1,3 @@
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-size 6494976
+oid sha256:9d7de12457418b4d1db7e0d2bb250f109c78b8c2f67e2d6bae4573a25a0499e9
+size 6630005

scripts/profitability.py

@@ -523,6 +523,6 @@ if __name__ == "__main__":
     run_profitability_analysis(
         tools_filename="tools.parquet",
         trades_filename="fpmmTrades.parquet",
-        merge=False,
+        merge=True,
         tmp_dir=True,
     )

scripts/pull_data.py

@@ -27,6 +27,7 @@ from web3_utils import updating_timestamps
 from manage_space_files import move_files
 from cloud_storage import upload_historical_file
 from tools_metrics import compute_tools_based_datasets
+from get_mech_info import read_all_trades_profitability
 
 
 logging.basicConfig(
@@ -72,7 +73,7 @@ def save_historical_data():
         print(f"Error saving tools file in the historical folder {e}")
 
     try:
-        all_trades = pd.read_parquet(ROOT_DIR / "all_trades_profitability.parquet")
+        all_trades = read_all_trades_profitability()
         filename = f"all_trades_profitability_{timestamp}.parquet"
         all_trades.to_parquet(HIST_DIR / filename, index=False)
         # save into cloud storage
@@ -168,4 +169,6 @@ def restoring_trades_data(from_date: str, to_date: str):
 
 if __name__ == "__main__":
     only_new_weekly_analysis()
+    # save_historical_data()
+    # clean_old_data_from_parquet_files("2024-11-30")
     # restoring_trades_data("2024-12-28", "2025-01-07")

service_map.pkl

@@ -1,3 +1,3 @@
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-size 167913
+oid sha256:4f17ea5c4d6ed8fd8547d38aff00c70881631a68edd556cbdff6027551343b86
+size 169107

tools_accuracy.csv

@@ -1,13 +1,13 @@
 tool,tool_accuracy,total_requests,min,max
-claude-prediction-offline,56.39282282658645,95748,2024-11-26 01:46:15,2025-01-26 01:55:05
-claude-prediction-online,56.79564924439311,62334,2024-11-26 01:45:35,2025-01-26 02:09:30
-prediction-offline,59.01548708542289,153741,2024-11-26 01:45:40,2025-01-26 02:13:40
-prediction-offline-sme,50.94253197561749,28381,2024-11-26 01:49:30,2025-01-26 00:53:00
-prediction-online,50.51528384279476,5725,2024-11-26 01:54:50,2025-01-25 16:16:15
-prediction-online-sme,48.84915014164306,5648,2024-11-26 01:51:40,2025-01-25 15:54:45
-prediction-request-rag,47.786259541984734,1310,2024-11-26 02:05:35,2025-01-25 11:32:15
-prediction-request-rag-claude,53.266717909300546,1301,2024-11-26 09:55:25,2025-01-25 15:36:35
-prediction-request-reasoning,53.09015385235819,99186,2024-11-26 02:19:30,2025-01-25 17:03:50
-prediction-request-reasoning-claude,59.71277399848829,1323,2024-11-26 04:53:10,2025-01-25 15:43:45
-prediction-url-cot-claude,54.677950164551014,2127,2024-11-26 03:05:30,2025-01-26 01:39:15
-superforcaster,53.18978352995075,8731,2024-11-26 02:22:45,2025-01-26 01:17:30
+claude-prediction-offline,56.51432053625838,90255,2024-11-30 00:59:05,2025-01-27 21:41:20
+claude-prediction-online,56.783485191652694,57839,2024-11-30 00:04:40,2025-01-28 00:21:00
+prediction-offline,58.671392936851774,152340,2024-11-30 01:23:50,2025-01-28 00:15:45
+prediction-offline-sme,49.74132356111231,27834,2024-11-30 04:05:40,2025-01-27 22:56:50
+prediction-online,51.21168923734854,5612,2024-11-30 04:02:25,2025-01-27 17:14:05
+prediction-online-sme,49.80252021816814,5317,2024-11-30 02:22:15,2025-01-27 17:13:05
+prediction-request-rag,49.48805460750853,1172,2024-11-30 11:15:45,2025-01-27 13:10:05
+prediction-request-rag-claude,51.45631067961165,1133,2024-11-30 10:33:25,2025-01-27 10:31:15
+prediction-request-reasoning,52.52582452988616,102422,2024-11-30 00:15:25,2025-01-27 17:25:25
+prediction-request-reasoning-claude,60.16877637130802,1185,2024-11-30 01:27:10,2025-01-27 16:37:40
+prediction-url-cot-claude,52.92607802874743,1948,2024-11-30 07:17:35,2025-01-27 22:55:20
+superforcaster,52.67537270310875,8653,2024-11-30 03:16:35,2025-01-27 23:25:40

unknown_traders.parquet

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+size 389594

weekly_mech_calls.parquet

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+size 53126

winning_df.parquet

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