daily data and adjustments on the file name for removing old json files

active_traders.parquet

@@ -1,3 +1,3 @@
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-oid sha256:42f6a48f06299c33a9be06a559e81a15358aae81d57aa4802a911126378f707d
-size 85331
+oid sha256:8f40e49e6b718be454621c94daf4a053e0a484aa438905db8ac2aecceb25d0d5
+size 85246

all_trades_profitability.parquet.gz

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-size 8665878
+oid sha256:8b223ea9e867dea67304aaf3f1c15eb735f71aebed670c7456ae821a7acf9e4d
+size 8605963

closed_market_metrics.parquet

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 version https://git-lfs.github.com/spec/v1
-oid sha256:05d4067ad71da8204551c5861a157638d5ba611c5cb4f97b5d0b5fdc59ce3685
-size 132019
+oid sha256:44d1001764de03fee34928cc160644d9929fe0d6c25793335aff1caf5192434c
+size 131680

closed_markets_div.parquet

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-oid sha256:850653f4825bd807989365d36eefabbf5a59e89025a447692f52c4381ba9be05
-size 4771
+oid sha256:ebe163d4d3e33e856fb3027a9825e1511c21a747ee5e9abf4327c098e43b595d
+size 86943

daily_info.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9a271bac6f3c74eda2b7bb5c1871b6406ef13224a09d2470f5b5a629fded0ecf
-size 9930
+oid sha256:8cdc3e1ea0d9a8fc50cb9332ff9d07849331b758f92fae0c1e9b6c54db9e01b1
+size 1988594

daily_mech_requests.parquet

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 version https://git-lfs.github.com/spec/v1
-oid sha256:dfd01e1c66559f21e73679e0999265cd00bff746d452684e02d4b8f008153400
-size 10520
+oid sha256:8d31ad9b43b30b4150ffd56ce7415f32b06948175a7741a84528193cc3c2f5a0
+size 10517

error_by_markets.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6bd00a583aef67bdbb172d06238712ffe617271812a4120ef21cd70bae77c9dd
-size 11701
+oid sha256:ee7141ac13bf0744360073500864040fe4dec86ac580d66542cf2b74b31f76e0
+size 11931

errors_by_mech.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7ad248eb8268a510b6e7ca2461fef1887d4393625f408abb470956cceda63fb0
-size 5109
+oid sha256:a9e8eac7c054dbdb29cd9956bc2c345935fc68cb446398764968c1f31100d9f5
+size 5110

invalid_trades.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:81564a5edeb53c9f63f0b5322b6ce529d1b0687c18d050e71066a1ef548af2a3
-size 117243
+oid sha256:699f6d38cabb70ddbc3958403db11a0ce7fc6b1e2bf223e1b164c598aa469067
+size 116581

retention_activity.parquet.gz

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:585c38696afa896b3681ce23a636651129fd7eace13715f82a44e6c9497f64d8
-size 9059492
+oid sha256:9869e4ed24339bf16b7e8af0d128ce2a7762c49dfa793adb1df4910bbbe59c06
+size 5897848

scripts/get_mech_info.py

@@ -147,25 +147,25 @@ def clean_old_data_from_json_files():
 
         remove_old_entries(
             input_file="mech_requests.json",
-            output_file="cleaned_mech_requests.json",
+            output_file="mech_requests.json",
             min_block_number=min_block_number,
         )
 
         remove_old_entries(
             input_file="mech_delivers.json",
-            output_file="cleaned_mech_delivers.json",
+            output_file="mech_delivers.json",
             min_block_number=min_block_number,
         )
 
         remove_old_entries(
             input_file="merged_requests.json",
-            output_file="cleaned_merged_requests.json",
+            output_file="merged_requests.json",
             min_block_number=min_block_number,
         )
 
         remove_old_entries(
             input_file="tools_info.json",
-            output_file="cleaned_tools_info.json",
+            output_file="tools_info.json",
             min_block_number=min_block_number,
         )
     except Exception as e:

scripts/pull_data.py

@@ -135,7 +135,7 @@ def only_new_weekly_analysis():
 
     save_historical_data()
     try:
-        clean_old_data_from_parquet_files("2025-01-30")
+        clean_old_data_from_parquet_files("2025-02-01")
         clean_old_data_from_json_files()
     except Exception as e:
         print("Error cleaning the oldest information from parquet files")

scripts/tools.py

@@ -388,6 +388,7 @@ def remove_old_entries(
     print(f"Removing older entries than {min_block_number} in {input_file}")
 
     try:
+        output_content = {}
         with open(JSON_DATA_DIR / input_file, "r") as file:
             input_contents = json.load(file)
             print(f"Initial lenght of items = {len(input_contents)}")
@@ -395,67 +396,11 @@ def remove_old_entries(
                 input_file, input_contents, min_block_number
             )
             print(f"Final lenght of filtered items = {len(output_content)}")
+        if len(output_content) > 0:
             save_json_file(output_content, filename=output_file)
     except Exception as e:
         print(f"An Exception happened while filtering the json events {e}")
 
-    # with open(JSON_DATA_DIR / output_file, "w") as out_f:
-    #     # Open the input file for reading
-    #     with open(JSON_DATA_DIR / input_file, "r") as in_f:
-    #         # Use ijson to parse the JSON file in chunks
-    #         parser = ijson.parse(in_f)
-    #         # Create a dictionary to hold the filtered items
-    #         filtered_items = []
-    #         current_item = {}
-    #         for prefix, event, value in parser:
-    #             print(f"prefix={prefix}, event={event} and value={value}")
-
-    #             # Check if we are starting a new dictionary
-    #             if event =='map_key' and prefix=="":
-    #                 selected_item = False
-    #                 current_item = {}
-    #                 current_item["id"]= value
-    #             elif event == ""
-    #             if ("blockNumber" in prefix and int(value)>=min_block_number):
-    #                 # TODO select the entry
-
-    #             if event == "map_key" and value =="blockNumber":
-    #                 # Check if the value is not None (i.e., we are at the start of a new dictionary)
-    #                 if value is not None:
-    #                     pass
-    #                 # If the value is None, we are at the end of a dictionary
-    #                 else:
-    #                     # Filter the item based on the threshold
-    #                     if (
-    #                         "item.blockNumber" in prefix
-    #                         and int(current_item.get("blockNumber", "0"))
-    #                         >= min_block_number
-    #                     ):
-    #                         filtered_items.append(current_item)
-    #                     else:
-    #                         print("Older block. Removed")
-    #                     # Write the filtered items to the output file in chunks
-    #                     if (
-    #                         len(filtered_items) >= 1000
-    #                     ):  # Adjust the chunk size as needed
-    #                         for item in filtered_items:
-    #                             json.dump(item, out_f)
-    #                             out_f.write("\n")
-    #                         filtered_items = []
-    #             # If the event is a 'string' or a 'number', it's a key-value pair in the dictionary
-    #             elif event in ["string", "number"]:
-    #                 # Get the key and value
-    #                 key = prefix.split(".")[-1]
-    #                 # Add the key-value pair to the current item
-    #                 current_item[key] = value
-
-    #         print(f"Final lenght of filtered items = {len(filtered_items)}")
-    #         # Write any remaining items
-    #         if filtered_items:
-    #             for item in filtered_items:
-    #                 json.dump(item, out_f)
-    #                 out_f.write("\n")
-
 
 if __name__ == "__main__":
 

service_map.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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-size 200902
+oid sha256:67547e4484fcfb3f7a929ec3c37a69740ad963e5949aecf06d41051a8bda9ca5
+size 201040

tools_accuracy.csv

@@ -1,13 +1,13 @@
 tool,tool_accuracy,total_requests,min,max
-claude-prediction-offline,63.36117465553014,56391,2025-01-30 00:02:15,2025-03-29 22:21:20
-claude-prediction-online,64.40092511939447,33293,2025-01-30 02:56:55,2025-03-30 01:23:15
-prediction-offline,54.90182224969825,169845,2025-01-30 00:00:35,2025-03-30 22:41:05
-prediction-offline-sme,48.42596776622985,6639,2025-01-30 00:15:30,2025-03-29 20:17:35
-prediction-online,44.72188388144539,4926,2025-01-30 09:06:50,2025-03-29 16:27:20
-prediction-online-sme,43.04347826086957,2990,2025-01-30 08:03:10,2025-03-29 16:37:10
-prediction-request-rag,46.26038781163435,361,2025-01-30 12:17:05,2025-03-29 16:45:20
-prediction-request-rag-claude,49.375,320,2025-01-30 08:13:35,2025-03-28 14:06:05
-prediction-request-reasoning,49.871487617658296,57582,2025-01-30 08:11:00,2025-03-29 16:45:05
-prediction-request-reasoning-claude,70.3125,320,2025-01-30 11:52:20,2025-03-26 15:49:05
-prediction-url-cot-claude,55.88235294117647,850,2025-01-30 13:59:35,2025-03-28 22:08:00
-superforcaster,56.42111788407893,9679,2025-01-30 00:08:25,2025-03-30 23:03:50
+claude-prediction-offline,62.43682707097341,54612,2025-02-01 10:54:20,2025-03-31 23:28:15
+claude-prediction-online,63.81170925328703,32248,2025-02-01 00:00:35,2025-04-01 02:23:45
+prediction-offline,54.89672711443071,174586,2025-02-01 00:00:05,2025-04-01 23:42:30
+prediction-offline-sme,46.28849270664506,6170,2025-02-01 02:48:10,2025-03-31 23:38:20
+prediction-online,44.92406075139888,5004,2025-02-01 09:17:30,2025-04-01 07:14:40
+prediction-online-sme,43.25597040026909,2973,2025-02-01 08:10:05,2025-03-31 19:30:00
+prediction-request-rag,47.11246200607903,329,2025-02-01 10:59:45,2025-03-30 15:16:40
+prediction-request-rag-claude,52.18978102189781,274,2025-02-01 12:16:20,2025-03-31 17:22:45
+prediction-request-reasoning,49.67020722129365,55641,2025-02-01 08:10:20,2025-04-01 14:44:05
+prediction-request-reasoning-claude,67.1280276816609,289,2025-02-01 16:41:35,2025-03-30 11:22:00
+prediction-url-cot-claude,55.223880597014926,804,2025-02-01 03:39:30,2025-03-31 19:26:25
+superforcaster,54.956591964465986,9906,2025-02-01 00:02:25,2025-04-01 22:06:25

unknown_traders.parquet

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+size 1124658

weekly_mech_calls.parquet

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+size 59924

winning_df.parquet

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+size 11337