updating DAA numbers

latest_result_DAA_Pearl.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:bb607f370f17e4a934fde17306fafcef2271062051e079b23b7015523fe0f645
-size 4929
+oid sha256:944c4f705105e2fd1851266664960a489a6f516a92c01906482492e30408c6c8
+size 5041

latest_result_DAA_QS.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2a51ed9f9569e5df059b7decae1d2aa8ed50f110b0e355f8d955de982a9490eb
-size 5204
+oid sha256:fc362c583e0dc2e7b53d950c9a843c68e8dde0ae28202e38c752874e088ae400
+size 5412

scripts/daa.py

@@ -129,25 +129,6 @@ def prepare_predict_agents_dataset():
     predict_agents.to_csv(ROOT_DIR / "olas_trader_agents.csv", index=False)
 
 
-def prepare_olas_traders_dataset():
-    # load the service map pickle file
-    with open(ROOT_DIR / "service_map.pkl", "rb") as f:
-        service_map = pickle.load(f)
-
-    # get the list of unique olas traders from all trades profitability
-    all_trades = pd.read_parquet(ROOT_DIR / "all_trades_profitability.parquet")
-    olas_traders = all_trades[all_trades["staking"] != "non_Olas"]
-    olas_traders = olas_traders[["trader_address", "market_creator"]].drop_duplicates()
-    olas_traders = olas_traders.reset_index(drop=True)
-    print(f"Number of unique traders = {len(olas_traders)}")
-
-    olas_traders["service_id"] = olas_traders["trader_address"].apply(
-        lambda x: get_service_id_from_trader_address(x, service_map)
-    )
-    # save the dataset as a csv file
-    olas_traders.to_csv(ROOT_DIR / "olas_traders.csv", index=False)
-
-
 def setup_dune_python_client():
     """Function to setup the dune python client"""
 
@@ -196,12 +177,12 @@ def load_olas_agents_dataset_in_dune(dune_client: DuneClient):
 
 def get_latest_result_from_DAA_QS(dune_client: DuneClient):
     query = QueryBase(
-        query_id=5168747,
+        query_id=5193717,
     )
     try:
         # Add error handling and sanitize headers
         # query_result = dune_client.run_query_dataframe(query=query)
-        query_result = dune_client.get_latest_result_dataframe(5168747)
+        query_result = dune_client.get_latest_result_dataframe(5193717)
         print(f"DAA QS query result = {query_result.head()}")
         return query_result
     except UnicodeEncodeError:
@@ -215,10 +196,10 @@ def get_latest_result_from_DAA_QS(dune_client: DuneClient):
 
 def get_latest_result_from_DAA_Pearl(dune_client: DuneClient):
     query = QueryBase(
-        query_id=5168646,
+        query_id=5193539,
     )
     # query_result = dune_client.run_query_dataframe(query=query)
-    query_result = dune_client.get_latest_result_dataframe(5168646)
+    query_result = dune_client.get_latest_result_dataframe(5193539)
     print(f"DAA Pearl query result = {query_result.head()}")
     return query_result