refactor: Update API and graph layout

app.py

@@ -8,7 +8,6 @@ import json
 from web3 import Web3
 import os
 from app_trans_new import create_transcation_visualizations,create_active_agents_visualizations
-from app_value_locked import fetch_daily_value_locked
 # Load environment variables from .env file
 # RPC URLs
 OPTIMISM_RPC_URL = os.getenv('OPTIMISM_RPC_URL')
@@ -139,6 +138,61 @@ def create_visualizations():
     transactions_data = fetch_and_aggregate_transactions()
     df_transactions, df_agents, df_agents_weekly = process_transactions_and_agents(transactions_data)
 
+    # Fetch daily value locked data
+    df_tvl = pd.read_csv('daily_value_locked.csv')
+
+    # Calculate total value locked per chain per day
+    df_tvl["total_value_locked_usd"] = df_tvl["amount0_usd"] + df_tvl["amount1_usd"]
+    df_tvl_daily = df_tvl.groupby(["date", "chain_name"])["total_value_locked_usd"].sum().reset_index()
+    df_tvl_daily['date'] = pd.to_datetime(df_tvl_daily['date'])
+
+    # Filter out dates with zero total value locked
+    df_tvl_daily = df_tvl_daily[df_tvl_daily["total_value_locked_usd"] > 0]
+
+    chain_name_map = {
+        "mode": "Mode",
+        "base": "Base",
+        "ethereum": "Ethereum",
+        "optimism": "Optimism"
+    }
+    df_tvl_daily["chain_name"] = df_tvl_daily["chain_name"].map(chain_name_map)
+    
+    # Plot total value locked
+    fig_tvl = px.bar(
+        df_tvl_daily,
+        x="date",
+        y="total_value_locked_usd",
+        color="chain_name",
+        opacity=0.7,
+        title="Total Volume Invested in Pools in Different Chains Daily",
+        labels={"date": "Date","chain_name": "Transaction Chain", "total_value_locked_usd": "Total Volume Invested (USD)"},
+        barmode='stack',
+        color_discrete_map={
+            "Mode": "orange",
+            "Base": "purple",
+            "Ethereum": "darkgreen",
+            "Optimism": "blue"
+        }
+    )
+    fig_tvl.update_layout(
+        xaxis_title="Date",
+        
+        yaxis=dict(tickmode='linear', tick0=0, dtick=4),
+        xaxis=dict(
+            tickmode='array',
+            tickvals=df_tvl_daily['date'],
+            ticktext=df_tvl_daily['date'].dt.strftime('%b %d'),
+            tickangle=-45,
+        ),
+        bargap=0.6,  # Increase gap between bar groups (0-1)
+        bargroupgap=0.1,  # Decrease gap between bars in a group (0-1)
+        height=600,
+        width=1200, # Specify width to prevent bars from being too wide
+        showlegend=True,
+        template='plotly_white'
+    )
+    fig_tvl.update_xaxes(tickformat="%b %d") 
+
     chain_name_map = {
         10: "Optimism",
         8453: "Base",
@@ -155,7 +209,6 @@ def create_visualizations():
     df_transactions["is_swap"] = df_transactions.apply(lambda x: x["sending_chain"] == x["receiving_chain"], axis=1)
 
     swaps_per_chain = df_transactions[df_transactions["is_swap"]].groupby(["date", "sending_chain"]).size().reset_index(name="swap_count")
-
     fig_swaps_chain = px.bar(
         swaps_per_chain,
         x="date",
@@ -292,7 +345,7 @@ def create_visualizations():
         template='plotly_white'
     )
 
-    return fig_swaps_chain, fig_bridges_chain, fig_agents_registered
+    return fig_swaps_chain, fig_bridges_chain, fig_agents_registered,fig_tvl
 
 # Gradio interface
 def dashboard():
@@ -302,7 +355,7 @@ def dashboard():
             fig_tx_chain = create_transcation_visualizations()
             gr.Plot(fig_tx_chain)
 
-        fig_swaps_chain, fig_bridges_chain, fig_agents_registered = create_visualizations()    
+        fig_swaps_chain, fig_bridges_chain, fig_agents_registered,fig_tvl = create_visualizations()    
         with gr.Tab("Swaps Daily"):
             gr.Plot(fig_swaps_chain)
         
@@ -315,6 +368,9 @@ def dashboard():
         with gr.Tab("DAA"):
             fig_agents_with_transactions_daily = create_active_agents_visualizations()
             gr.Plot(fig_agents_with_transactions_daily)    
+
+        with gr.Tab("Total Value Locked"):
+            gr.Plot(fig_tvl)     
         
     return demo
 

daily_value_locked.csv

@@ -2,3 +2,7 @@ chain_name,date,event,topic_0,from,to,token_id,token0,token1,liquidity,amount0,a
 optimism,2024-10-07,Transfer,0xddf252ad1be2c89b69c2b068fc378daa952ba7f163c4a11628f55a4df523b3ef,0x0000000000000000000000000000000000000000,0x5f0c4273ff97ae91fc8d2fc8621b5e37a741d1b1,826974,0x2218a117083f5B482B0bB821d27056Ba9c04b1D3,0xdFA46478F9e5EA86d57387849598dbFB2e964b02,13516644515555081265,8.98929230571145,20.324144854406946,9.97811445933971,10.184307041674192
 base,2024-09-19,Transfer,0xddf252ad1be2c89b69c2b068fc378daa952ba7f163c4a11628f55a4df523b3ef,0x0000000000000000000000000000000000000000,0xa13dfc6ddcff0b5b637e721ee83d6cf7e0676e73,963863,0x01CCF4941298a0b5AC4714c0E1799a2dF8387048,0x4200000000000000000000000000000000000006,1210264887099988865,359.58545796548844,0.0040734158306472,9.341785679831974,10.270669941235578
 base,2024-09-26,Transfer,0xddf252ad1be2c89b69c2b068fc378daa952ba7f163c4a11628f55a4df523b3ef,0x0000000000000000000000000000000000000000,0xac55eeb3fdacfdfae78c62caa58934900ad54ed2,978001,0x01CCF4941298a0b5AC4714c0E1799a2dF8387048,0x4200000000000000000000000000000000000006,1524286215726092055,469.7981777244338,0.004945631076533,12.205037194519935,12.469864740059744
+optimism,2024-09-14,Transfer,0xddf252ad1be2c89b69c2b068fc378daa952ba7f163c4a11628f55a4df523b3ef,0x0000000000000000000000000000000000000000,0xac55eeb3fdacfdfae78c62caa58934900ad54ed2,978001,0x01CCF4941298a0b5AC4714c0E1799a2dF8387048,0x4200000000000000000000000000000000000006,1524286215726092055,469.7981777244338,0.004945631076533,12.0644,12.3921
+optimism,2024-09-04,Transfer,0xddf252ad1be2c89b69c2b068fc378daa952ba7f163c4a11628f55a4df523b3ef,0x0000000000000000000000000000000000000000,0xac55eeb3fdacfdfae78c62caa58934900ad54ed2,978001,0x01CCF4941298a0b5AC4714c0E1799a2dF8387048,0x4200000000000000000000000000000000000006,1524286215726092055,469.7981777244338,0.004945631076533,14.9849,14.9849
+mode,2024-11-07,Transfer,0xddf252ad1be2c89b69c2b068fc378daa952ba7f163c4a11628f55a4df523b3ef,0x0000000000000000000000000000000000000000,0xac55eeb3fdacfdfae78c62caa58934900ad54ed2,978001,0x01CCF4941298a0b5AC4714c0E1799a2dF8387048,0x4200000000000000000000000000000000000006,1524286215726092055,469.7981777244338,0.004945631076533,18.2495,18.3223
+mode,2024-11-19,Transfer,0xddf252ad1be2c89b69c2b068fc378daa952ba7f163c4a11628f55a4df523b3ef,0x0000000000000000000000000000000000000000,0xac55eeb3fdacfdfae78c62caa58934900ad54ed2,978001,0x01CCF4941298a0b5AC4714c0E1799a2dF8387048,0x4200000000000000000000000000000000000006,1524286215726092055,469.7981777244338,0.004945631076533,16.9373,16.9373