feat: Add functionality to fetch and aggregate transactions

app.py

@@ -3,17 +3,55 @@ import pandas as pd
 import gradio as gr
 import plotly.express as px
 from datetime import datetime
+import json
+from web3 import Web3
 
-# Function to fetch and process the transaction data from the API
-def fetch_transactions():
-    url = "https://li.quest/v1/analytics/transfers?integrator=valory"
+OPTIMISM_RPC_URL = 'https://opt-mainnet.g.alchemy.com/v2/U5gnXPYxeyH43MJ9tP8ONBQHEDRav7H0'
+
+# Initialize a Web3 instance
+web3 = Web3(Web3.HTTPProvider(OPTIMISM_RPC_URL))
+
+# Check if connection is successful
+if not web3.is_connected():
+    raise Exception("Failed to connect to the Optimism network.")
+
+# Contract address
+contract_address = '0x3d77596beb0f130a4415df3D2D8232B3d3D31e44'
+
+# Load the ABI from the provided JSON file
+with open('service_registry_abi.json', 'r') as abi_file:
+    contract_abi = json.load(abi_file)
+
+# Now you can create the contract
+service_registry = web3.eth.contract(address=contract_address, abi=contract_abi)
+
+def get_transfers(integrator: str, wallet: str) -> str:
+    url = f"https://li.quest/v1/analytics/transfers?integrator={integrator}&wallet={wallet}"
     headers = {"accept": "application/json"}
     response = requests.get(url, headers=headers)
     return response.json()
 
+def fetch_and_aggregate_transactions():
+    total_services = service_registry.functions.totalSupply().call()
+    aggregated_transactions = []
+
+    for service_id in range(1, total_services + 1):
+        service = service_registry.functions.getService(service_id).call()
+        
+        # Extract the list of agent IDs from the service data
+        agent_ids = service[-1]  # Assuming the last element is the list of agent IDs
+        
+        # Check if 25 is in the list of agent IDs
+        if 25 in agent_ids:
+            agent_address = service_registry.functions.getAgentInstances(service_id).call()[1][0]
+            response_transfers = get_transfers("valory", agent_address)
+            aggregated_transactions.extend(response_transfers["transfers"])
+    
+    return aggregated_transactions
+
 # Function to parse the transaction data and prepare it for visualization
 def process_transactions(data):
-    transactions = data["transfers"]
+    transactions = data
 
     # Convert the data into a pandas DataFrame for easy manipulation
     rows = []
@@ -52,17 +90,33 @@ def process_transactions(data):
 
 # Function to create visualizations based on the metrics
 def create_visualizations():
-    transactions_data = fetch_transactions()
+    transactions_data = fetch_and_aggregate_transactions()
     df = process_transactions(transactions_data)
 
+    # Map chain IDs to chain names
+    chain_name_map = {
+        10: "Optimism",
+        8453: "Base",
+        1: "Ethereum"
+    }
+    df["sending_chain"] = df["sending_chain"].map(chain_name_map)
+    df["receiving_chain"] = df["receiving_chain"].map(chain_name_map)
+
     # Ensure that chain IDs are strings for consistent grouping
     df["sending_chain"] = df["sending_chain"].astype(str)
     df["receiving_chain"] = df["receiving_chain"].astype(str)
 
-    # 1. Number of Transactions per Chain per Day per Agent
-    tx_per_chain_agent = df.groupby(["date", "from_address", "sending_chain"]).size().reset_index(name="transaction_count")
-    fig_tx_chain_agent = px.bar(tx_per_chain_agent, x="date", y="transaction_count", color="sending_chain", barmode="group",
-                                facet_col="from_address", title="Number of Transactions per Chain per Agent per Day")
+    # 1. Chain Daily Activity: Transactions
+    tx_per_chain_agent = df.groupby(["date", "sending_chain"]).size().reset_index(name="transaction_count")
+    fig_tx_chain_agent = px.bar(
+        tx_per_chain_agent, 
+        x="date", 
+        y="transaction_count", 
+        color="sending_chain", 
+        title="Chain Daily Activity: Transactions", 
+        labels={"transaction_count": "Daily Transaction Nr"}, 
+        barmode="stack"
+    )
 
     # 2. Number of Opportunities Taken per Agent per Day
     opportunities_per_agent = df.groupby(["date", "from_address"]).size().reset_index(name="opportunities_taken")
@@ -76,7 +130,6 @@ def create_visualizations():
                                   title="Amount of Investment (USD) per Agent per Day")
 
     # 4. Number of Swaps per Day
-    # Assuming each transaction is a swap if sending and receiving tokens are different
     df["is_swap"] = df.apply(lambda x: x["sending_token_symbol"] != x["receiving_token_symbol"], axis=1)
     swaps_per_day = df[df["is_swap"]].groupby("date").size().reset_index(name="swap_count")
     fig_swaps_per_day = px.bar(swaps_per_day, x="date", y="swap_count", title="Number of Swaps per Day")
@@ -129,5 +182,4 @@ def dashboard():
 
 # Launch the dashboard
 if __name__ == "__main__":
-    dashboard().launch()
-
+    dashboard().launch()

service_registry_abi.json

@@ -0,0 +1 @@
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