Create app.py

app.py

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+import streamlit as st
+import pandas as pd
+import plotly.express as px
+import random
+import uuid
+from datetime import datetime
+from streamlit_flow import streamlit_flow
+from streamlit_flow.elements import StreamlitFlowNode, StreamlitFlowEdge
+from streamlit_flow.layouts import TreeLayout
+
+# 🐱 Cat Rider and Gear Data
+CAT_RIDERS = [
+    {"name": "Whiskers", "type": "Speed", "emoji": "🐾", "strength": 3, "skill": 7},
+    {"name": "Fluffy", "type": "Bravery", "emoji": "🦁", "strength": 5, "skill": 5},
+    {"name": "Midnight", "type": "Stealth", "emoji": "🌑", "strength": 4, "skill": 6},
+    {"name": "Bella", "type": "Charm", "emoji": "😺", "strength": 2, "skill": 8}
+]
+
+RIDING_GEAR = [
+    {"name": "Feathered Boots", "type": "Agility", "strength": 2},
+    {"name": "Golden Armor", "type": "Defense", "strength": 4},
+    {"name": "Magic Whisker Wand", "type": "Magic", "strength": 3},
+    {"name": "Sleek Shadow Cape", "type": "Stealth", "strength": 1}
+]
+
+# 🌍 Game World Data (Expanded to 10 Situations)
+SITUATIONS = [
+    {"id": "feline_escape", "name": "The Great Feline Escape", "description": "Your cat rider is trapped in an old mansion, which is about to be demolished. Using agility, wit, and bravery, orchestrate the perfect escape before the walls crumble! 🏚️", "emoji": "🚪", "type": "escape", "preferred_action": "agility"},
+    {"id": "lost_temple", "name": "The Treasure of the Lost Temple", "description": "On a quest to retrieve an ancient artifact, your cat rider must navigate through a labyrinth filled with traps and guardian spirits. Don't let the spooky ghosts get you! 👻", "emoji": "🏛️", "type": "exploration", "preferred_action": "resourcefulness"},
+    {"id": "royal_tournament", "name": "The Royal Tournament", "description": "Compete in a grand tournament where the finest cat riders showcase their skills and bravery to earn the title of the Royal Rider. Prepare for a showdown with noble feline adversaries! 🐱", "emoji": "👑", "type": "competition", "preferred_action": "bravery"},
+    {"id": "sky_race", "name": "The Sky Race", "description": "Compete in the annual Sky Race, where your cat rider flies across the skies on a magical broomstick! Watch out for lightning storms and mischievous crows! 🌩️", "emoji": "☁️", "type": "competition", "preferred_action": "agility"},
+    {"id": "cheese_heist", "name": "The Great Cheese Heist", "description": "Your cat rider must sneak into the royal pantry to steal the legendary Cheese of Destiny. Beware – the palace mice are guarding it! 🧀", "emoji": "🧀", "type": "heist", "preferred_action": "stealth"},
+    {"id": "pirate_cove", "name": "The Pirate Cove", "description": "Sail the high seas with your trusty crew of cats and uncover the secrets of Pirate Cove. Beware of the treacherous Sea Dogs! 🏴‍☠️", "emoji": "🏴‍☠️", "type": "exploration", "preferred_action": "bravery"},
+    {"id": "feline_moon_mission", "name": "The Feline Moon Mission", "description": "Blast off into space! Your mission is to plant the flag of Catopia on the moon. Pilot your rocket through an asteroid field! 🚀", "emoji": "🌕", "type": "exploration", "preferred_action": "resourcefulness"},
+    {"id": "purr_summit", "name": "The Purr Summit", "description": "Join a secret gathering of the most intellectual cats in the world. Engage in a battle of wits and wisdom to become the Grand Purr! 🧠", "emoji": "📜", "type": "debate", "preferred_action": "insight"},
+    {"id": "feline_invasion", "name": "The Feline Invasion", "description": "Aliens have invaded Earth and only your cat rider can save the planet! Use cunning strategies to repel the invaders! 👽", "emoji": "👽", "type": "battle", "preferred_action": "strategy"},
+    {"id": "eternal_catnap", "name": "The Eternal Catnap", "description": "You've entered a sacred temple where cats nap for centuries. Can you navigate the dream world and escape before you too are lulled into eternal slumber? 🛏️", "emoji": "💤", "type": "exploration", "preferred_action": "stealth"}
+]
+
+# 🧠 Expanded Actions (10 Actions)
+ACTIONS = [
+    {"id": "stealth", "name": "Use Stealth", "description": "Sneak past obstacles or enemies without being detected. You're like a ninja in the shadows! 🐾", "emoji": "🤫", "type": "skill"},
+    {"id": "agility", "name": "Showcase Agility", "description": "Perform impressive acrobatic maneuvers to overcome challenges. Cats always land on their feet, right? 🏃", "emoji": "🏃", "type": "physical"},
+    {"id": "charm", "name": "Charm Others", "description": "Use your cat's natural charisma to win over allies or distract foes. Who could resist those cute eyes? 😻", "emoji": "😻", "type": "social"},
+    {"id": "resourcefulness", "name": "Be Resourceful", "description": "Utilize the environment or items in creative ways to solve problems. Think on your paws! 🧠", "emoji": "🧠", "type": "mental"},
+    {"id": "bravery", "name": "Show Bravery", "description": "Face dangers head-on with your feline courage. Not all heroes wear capes – some wear fur! 🦁", "emoji": "🦁", "type": "physical"},
+    {"id": "strategy", "name": "Develop a Strategy", "description": "Use tactical thinking to outsmart opponents and gain the upper hand in battle. Brains over brawn! 🧠", "emoji": "🧠", "type": "mental"},
+    {"id": "speed", "name": "Sprint Away", "description": "Run faster than you've ever run before to escape danger. Like a cat fleeing a vacuum cleaner! 🏃‍♀️", "emoji": "🏃‍♀️", "type": "physical"},
+    {"id": "insight", "name": "Use Insight", "description": "Tap into ancient feline wisdom to solve puzzles and mysteries. A cat always knows! 🔮", "emoji": "🔮", "type": "mental"},
+    {"id": "distraction", "name": "Create a Distraction", "description": "Use cunning tricks and diversions to draw attention away from your real goal. Look over there! 🪄", "emoji": "🪄", "type": "mental"},
+    {"id": "negotiation", "name": "Negotiate", "description": "Use diplomacy and clever negotiation to get out of a tight spot. Every cat has their price! 💼", "emoji": "💼", "type": "social"}
+]
+
+
+# Expanded conclusions for outcomes - 10 items each for success and failure
+SUCCESS_CONCLUSIONS = [
+    "Your swift paws led you to victory! 🎉",
+    "You pounced at the perfect moment! 🏆",
+    "The stars aligned for your cat rider! 🌟",
+    "You navigated the challenge like a true feline champion! 🐱",
+    "Victory is sweet, just like a bowl of fresh milk! 🥛",
+    "Your opponents are left in awe of your skills! 😺",
+    "You’ve earned the title of Cat Commander! 🏅",
+    "All the other cats are jealous of your agility! 🏃‍♂️",
+    "Your strategy was flawless, and the victory is yours! 🎖️",
+    "Your cat rider is now a legend in the feline world! 👑"
+]
+
+FAILURE_CONCLUSIONS = [
+    "You tried your best, but it just wasn’t enough. 😿",
+    "Maybe next time, kitty. Keep your tail up! 🐾",
+    "That didn’t go as planned. Time for a catnap to recover! 💤",
+    "Even the best cats have their off days. 😔",
+    "The challenge was too great this time. Better luck next time! 🍀",
+    "You might need more than nine lives to get through this. 🐈",
+    "The enemy was too clever for your plan. 🧠",
+    "You tripped over your own paws! 🐾",
+    "The cat gods were not in your favor today. 🙀",
+    "It’s okay, every cat has a learning curve. 📚"
+]
+
+# 🧠 Game Mechanics
+def generate_situation():
+    return random.choice(SITUATIONS)
+
+def generate_actions():
+    return random.sample(ACTIONS, min(3, len(ACTIONS)))
+
+def evaluate_action(situation, action, gear_strength, rider_skill, history):
+    # Determine if the action is the preferred action
+    base_success_chance = (gear_strength + rider_skill) / 2
+    if action['id'] == situation['preferred_action']:
+        success_chance = base_success_chance + 30  # Boost success chance for preferred action
+    else:
+        success_chance = base_success_chance
+
+    if action['id'] in history:
+        success_chance += history[action['id']] * 2
+
+    outcome = random.randint(1, 100) <= success_chance
+    return outcome, success_chance
+
+def generate_encounter_conclusion(situation, action, outcome):
+    if outcome:
+        return random.choice(SUCCESS_CONCLUSIONS)
+    else:
+        return random.choice(FAILURE_CONCLUSIONS)
+
+# 🌳 Journey Visualization
+def create_heterogeneous_graph(history_df):
+    nodes = []
+    edges = []
+    for index, row in history_df.iterrows():
+        scenario_id = f"scenario-{row['situation_id']}"
+        action_id = f"action-{row['action_id']}-{index}"
+        conclusion_id = f"conclusion-{index}"
+
+        # Scenario node
+        scenario_node = StreamlitFlowNode(scenario_id, (0, 0), {'content': f"{row['situation_emoji']} {row['situation_name']}"}, 'output', 'bottom', 'top', shape='ellipse')
+        nodes.append(scenario_node)
+
+        # Action node
+        action_node = StreamlitFlowNode(action_id, (0, 0), {'content': f"{row['action_emoji']} {row['action_name']}"}, 'output', 'bottom', 'top', shape='ellipse')
+        nodes.append(action_node)
+
+        # Conclusion node
+        conclusion_node = StreamlitFlowNode(conclusion_id, (0, 0), {'content': f"{row['conclusion']}\n💪 Gear: {row['gear_strength']:.2f}"}, 'output', 'bottom', 'top', shape='ellipse')
+        nodes.append(conclusion_node)
+
+        # Edges
+        edges.append(StreamlitFlowEdge(f"{scenario_id}-{action_id}", scenario_id, action_id, animated=True))
+        edges.append(StreamlitFlowEdge(f"{action_id}-{conclusion_id}", action_id, conclusion_id, animated=True))
+
+        # Link to previous scenario
+        if index > 0:
+            prev_conclusion_id = f"conclusion-{index-1}"
+            edges.append(StreamlitFlowEdge(f"{prev_conclusion_id}-{scenario_id}", prev_conclusion_id, scenario_id, animated=True, dashed=True))
+
+    return nodes, edges
+
+# 📝 Markdown Preview with Single Scenario Entry and Attempts
+def create_markdown_preview(history_df):
+    markdown = "## 🌳 Journey Preview\n\n"
+    grouped_scenarios = history_df.groupby('situation_name')
+
+    for situation_name, group in grouped_scenarios:
+        markdown += f"🌟 **{situation_name}**\n"
+        for _, row in group.iterrows():
+            markdown += f"  ↪ {row['action_emoji']} {row['action_name']}: "
+            markdown += "✅ Success\n" if row['outcome'] else "❌ Failure\n"
+            markdown += f"    📜 {row['conclusion']} 💪 Gear: {row['gear_strength']:.2f} | 🏋️ Skill: {row['rider_skill']:.2f}\n"
+        markdown += "\n"
+    return markdown
+
+# 🎮 Main Game Application
+def main():
+    st.title("🐱 Cat Rider 🏇")
+
+    # 📜 Game Rules
+    st.markdown("""
+    ### 📜 Game Rules
+    | Step | Description |
+    |------|-------------|
+    | 1️⃣  | Choose your Cat Rider |
+    | 2️⃣  | Select your Riding Gear |
+    | 3️⃣  | Set off on an Adventure |
+    | 4️⃣  | Encounter Challenges and Make Decisions |
+    | 5️⃣  | Complete the Quest and Grow Stronger |
+    """)
+
+    # 🏁 Initialize game state
+    if 'game_state' not in st.session_state:
+        st.session_state.game_state = {
+            'user_id': str(uuid.uuid4()),
+            'score': 0,
+            'history': {},
+            'gear_strength': 0,
+            'rider_skill': 0,
+            'cat_rider': None,
+            'riding_gear': None,
+            'history_df': pd.DataFrame(columns=['user_id', 'timestamp', 'situation_id', 'situation_name', 'situation_emoji', 'situation_type', 'action_id', 'action_name', 'action_emoji', 'action_type', 'outcome', 'conclusion', 'gear_strength', 'rider_skill', 'score'])
+        }
+
+    # 🐱 Cat Rider Selection
+    if st.session_state.game_state['cat_rider'] is None:
+        st.markdown("## Choose Your Cat Rider:")
+        cols = st.columns(len(CAT_RIDERS))
+        for i, rider in enumerate(CAT_RIDERS):
+            if cols[i].button(f"{rider['emoji']} {rider['name']} ({rider['type']})"):
+                st.session_state.game_state['cat_rider'] = rider
+                st.session_state.game_state['rider_skill'] = rider['skill']
+
+    # 🏇 Riding Gear Selection
+    if st.session_state.game_state['riding_gear'] is None and st.session_state.game_state['cat_rider'] is not None:
+        st.markdown("## Select Your Riding Gear:")
+        cols = st.columns(len(RIDING_GEAR))
+        for i, gear in enumerate(RIDING_GEAR):
+            if cols[i].button(f"{gear['name']} ({gear['type']})"):
+                st.session_state.game_state['riding_gear'] = gear
+                st.session_state.game_state['gear_strength'] = gear['strength']
+
+    # 🎭 Game Loop
+    if st.session_state.game_state['cat_rider'] is not None and st.session_state.game_state['riding_gear'] is not None:
+        situation = generate_situation()
+        actions = generate_actions()
+
+        st.markdown(f"## {situation['emoji']} Current Situation: {situation['name']} ({situation['type']})")
+        st.markdown(situation['description'])
+        st.markdown("### 🎭 Choose your action:")
+
+        cols = st.columns(3)
+        for i, action in enumerate(actions):
+            if cols[i].button(f"{action['emoji']} {action['name']} ({action['type']})"):
+                outcome, success_chance = evaluate_action(situation, action, st.session_state.game_state['gear_strength'], st.session_state.game_state['rider_skill'], st.session_state.game_state['history'])
+                timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+
+                st.markdown(f"You decided to: **{action['name']}** ({action['type']})")
+                st.markdown(action['description'])
+                st.markdown(f"**Outcome:** {'✅ Success!' if outcome else '❌ Failure.'}")
+                st.markdown(f"**Success Chance:** {success_chance:.2f}%")
+
+                if outcome:
+                    st.session_state.game_state['score'] += 1
+
+                # 🔄 Update game state
+                st.session_state.game_state = update_game_state(
+                    st.session_state.game_state,
+                    situation,
+                    action,
+                    outcome,
+                    timestamp
+                )
+
+                # Display conclusion
+                conclusion = st.session_state.game_state['history_df'].iloc[-1]['conclusion']
+                st.markdown(f"**Encounter Conclusion:** {conclusion}")
+
+                # Display updated stats
+                st.markdown(f"**Updated Stats:**")
+                st.markdown(f"💪 Gear Strength: {st.session_state.game_state['gear_strength']:.2f}")
+                st.markdown(f"🏋️ Rider Skill: {st.session_state.game_state['rider_skill']:.2f}")
+
+        # 📝 Display Markdown Preview
+        if not st.session_state.game_state['history_df'].empty:
+            st.markdown(create_markdown_preview(st.session_state.game_state['history_df']))
+
+        # 🌳 Display Heterogeneous Journey Graph
+        if not st.session_state.game_state['history_df'].empty:
+            st.markdown("## 🌳 Your Journey (Heterogeneous Graph)")
+            nodes, edges = create_heterogeneous_graph(st.session_state.game_state['history_df'])
+            try:
+                streamlit_flow('cat_rider_flow', 
+                               nodes, 
+                               edges, 
+                               layout=TreeLayout(direction='down'),
+                               fit_view=True, 
+                               height=600)
+            except Exception as e:
+                st.error(f"An error occurred while rendering the journey graph: {str(e)}")
+                st.markdown("Please try refreshing the page if the graph doesn't appear.")
+
+        # 📊 Character Stats Visualization
+        data = {"Stat": ["Gear Strength 🛡️", "Rider Skill 🏇"],
+                "Value": [st.session_state.game_state['gear_strength'], st.session_state.game_state['rider_skill']]}
+        df = pd.DataFrame(data)
+        fig = px.bar(df, x='Stat', y='Value', title="Cat Rider Stats 📊")
+        st.plotly_chart(fig)
+
+if __name__ == "__main__":
+    main() 
+
+
+
+import streamlit as st
+import pandas as pd
+import plotly.express as px
+import random
+import uuid
+from datetime import datetime
+from streamlit_flow import streamlit_flow
+from streamlit_flow.elements import StreamlitFlowNode, StreamlitFlowEdge
+from streamlit_flow.layouts import TreeLayout
+
+# 🐱 Cat Rider and Gear Data
+CAT_RIDERS = [
+    {"name": "Whiskers", "type": "Speed", "emoji": "🐾", "strength": 3, "skill": 7},
+    {"name": "Fluffy", "type": "Bravery", "emoji": "🦁", "strength": 5, "skill": 5},
+    {"name": "Midnight", "type": "Stealth", "emoji": "🌑", "strength": 4, "skill": 6},
+    {"name": "Bella", "type": "Charm", "emoji": "😺", "strength": 2, "skill": 8}
+]
+
+RIDING_GEAR = [
+    {"name": "Feathered Boots", "type": "Agility", "strength": 2},
+    {"name": "Golden Armor", "type": "Defense", "strength": 4},
+    {"name": "Magic Whisker Wand", "type": "Magic", "strength": 3},
+    {"name": "Sleek Shadow Cape", "type": "Stealth", "strength": 1}
+]
+
+# 🌍 Game World Data - SITUATIONS and ACTIONS expanded with humorous elements
+SITUATIONS = [
+    {
+        "id": "feline_escape",
+        "name": "The Great Feline Escape",
+        "description": "Your cat rider is trapped in an old mansion, which is about to be demolished. Using agility, wit, and bravery, orchestrate the perfect escape before the walls crumble! 🏚️",
+        "emoji": "🚪",
+        "type": "escape"
+    },
+    {
+        "id": "lost_temple",
+        "name": "The Treasure of the Lost Temple",
+        "description": "On a quest to retrieve an ancient artifact, your cat rider must navigate through a labyrinth filled with traps and guardian spirits. Don't let the spooky ghosts get you! 👻",
+        "emoji": "🏛️",
+        "type": "exploration"
+    },
+    {
+        "id": "royal_tournament",
+        "name": "The Royal Tournament",
+        "description": "Compete in a grand tournament where the finest cat riders showcase their skills and bravery to earn the title of the Royal Rider. Be prepared to face noble feline adversaries! 🐱",
+        "emoji": "👑",
+        "type": "competition"
+    },
+    {
+        "id": "cheese_heist",
+        "name": "The Great Cheese Heist",
+        "description": "Your cat rider must sneak into the royal pantry to steal the legendary Cheese of Destiny. But beware – the palace mice are guarding it! 🧀",
+        "emoji": "🧀",
+        "type": "heist"
+    },
+    {
+        "id": "sky_race",
+        "name": "The Sky Race",
+        "description": "Compete in the annual Sky Race where your cat rider flies across the skies on a magical broomstick! Watch out for lightning storms and mischievous crows! 🌩️",
+        "emoji": "☁️",
+        "type": "competition"
+    },
+    {
+        "id": "purr_summit",
+        "name": "The Purr Summit",
+        "description": "Join a secret gathering of the most intellectual cats in the world. Engage in a battle of wits and wisdom to become the Grand Purr! 🧠",
+        "emoji": "📜",
+        "type": "debate"
+    },
+    {
+        "id": "cat_nap",
+        "name": "The Eternal Catnap",
+        "description": "You've entered a sacred temple where cats nap for centuries. Can you navigate the dream world and escape before you too are lulled into eternal slumber? 🛏️",
+        "emoji": "💤",
+        "type": "exploration"
+    },
+    {
+        "id": "feline_moon_mission",
+        "name": "The Feline Moon Mission",
+        "description": "Blast off into space! Your mission is to plant the flag of Catopia on the moon. But first, you must pilot your rocket through an asteroid field. 🚀",
+        "emoji": "🌕",
+        "type": "exploration"
+    },
+    {
+        "id": "pirate_cove",
+        "name": "The Pirate Cove",
+        "description": "Sail the high seas with your trusty crew of cats and uncover the secrets of the Pirate Cove. But beware of the treacherous Sea Dogs! 🏴‍☠️",
+        "emoji": "🏴‍☠️",
+        "type": "exploration"
+    },
+    {
+        "id": "cat_casino",
+        "name": "The Cat Casino",
+        "description": "Test your luck in the glamorous Cat Casino! Bet your whiskers on the tables and try not to lose it all. Meow is the time! 🎲",
+        "emoji": "🎰",
+        "type": "competition"
+    }
+]
+
+ACTIONS = [
+    {
+        "id": "stealth",
+        "name": "Use Stealth",
+        "description": "Sneak past obstacles or enemies without being detected. You're like a ninja in the shadows! 🐾",
+        "emoji": "🤫",
+        "type": "skill"
+    },
+    {
+        "id": "agility",
+        "name": "Showcase Agility",
+        "description": "Perform impressive acrobatic maneuvers to overcome challenges. Cats always land on their feet, right? 🏃",
+        "emoji": "🏃",
+        "type": "physical"
+    },
+    {
+        "id": "charm",
+        "name": "Charm Others",
+        "description": "Use your cat's natural charisma to win over allies or distract foes. Who could resist those cute eyes? 😻",
+        "emoji": "😻",
+        "type": "social"
+    },
+    {
+        "id": "resourcefulness",
+        "name": "Be Resourceful",
+        "description": "Utilize the environment or items in creative ways to solve problems. Think on your paws! 🧠",
+        "emoji": "🧠",
+        "type": "mental"
+    },
+    {
+        "id": "bravery",
+        "name": "Show Bravery",
+        "description": "Face dangers head-on with your feline courage. Not all heroes wear capes – some wear fur! 🦸‍♀️",
+        "emoji": "🦸‍♀️",
+        "type": "physical"
+    },
+    {
+        "id": "negotiation",
+        "name": "Negotiate",
+        "description": "Use diplomacy and clever negotiation to get out of a tight spot. Every cat has their price! 💼",
+        "emoji": "💼",
+        "type": "social"
+    },
+    {
+        "id": "precision",
+        "name": "Precision Attack",
+        "description": "Execute a perfectly timed attack to disable traps or defeat enemies. Purrfection in motion! 🎯",
+        "emoji": "🎯",
+        "type": "skill"
+    },
+    {
+        "id": "distraction",
+        "name": "Create a Distraction",
+        "description": "Use cunning tricks and diversions to draw attention away from your real goal. Look over there! 🪄",
+        "emoji": "🪄",
+        "type": "mental"
+    },
+    {
+        "id": "speed",
+        "name": "Sprint Away",
+        "description": "Run faster than you've ever run before to escape danger. Just like a cat fleeing a vacuum cleaner! 🏃‍♀️",
+        "emoji": "🏃‍♀️",
+        "type": "physical"
+    },
+    {
+        "id": "insight",
+        "name": "Use Insight",
+        "description": "Tap into ancient feline wisdom to solve puzzles and mysteries. A cat always knows! 🔮",
+        "emoji": "🔮",
+        "type": "mental"
+    }
+]
+
+# Expanded conclusions for outcomes - 10 items each for success and failure
+SUCCESS_CONCLUSIONS = [
+    "Your swift paws led you to victory! 🎉",
+    "You pounced at the perfect moment! 🏆",
+    "The stars aligned for your cat rider! 🌟",
+    "You navigated the challenge like a true feline champion! 🐱",
+    "Victory is sweet, just like a bowl of fresh milk! 🥛",
+    "Your opponents are left in awe of your skills! 😺",
+    "You’ve earned the title of Cat Commander! 🏅",
+    "All the other cats are jealous of your agility! 🏃‍♂️",
+    "Your strategy was flawless, and the victory is yours! 🎖️",
+    "Your cat rider is now a legend in the feline world! 👑"
+]
+
+FAILURE_CONCLUSIONS = [
+    "You tried your best, but it just wasn’t enough. 😿",
+    "Maybe next time, kitty. Keep your tail up! 🐾",
+    "That didn’t go as planned. Time for a catnap to recover! 💤",
+    "Even the best cats have their off days. 😔",
+    "The challenge was too great this time. Better luck next time! 🍀",
+    "You might need more than nine lives to get through this. 🐈",
+    "The enemy was too clever for your plan. 🧠",
+    "You tripped over your own paws! 🐾",
+    "The cat gods were not in your favor today. 🙀",
+    "It’s okay, every cat has a learning curve. 📚"
+]
+
+# 🧠 Game Mechanics
+def generate_situation():
+    return random.choice(SITUATIONS)
+
+def generate_actions():
+    return random.sample(ACTIONS, min(3, len(ACTIONS)))
+
+def evaluate_action(action, gear_strength, rider_skill, history):
+    base_success_chance = (gear_strength + rider_skill) / 2
+    if action['id'] in history:
+        success_chance = base_success_chance + (history[action['id']] * 2)
+    else:
+        success_chance = base_success_chance
+    outcome = random.randint(1, 100) <= success_chance
+    return outcome, success_chance
+
+def generate_encounter_conclusion(situation, action, outcome):
+    if outcome:
+        return random.choice(SUCCESS_CONCLUSIONS)
+    else:
+        return random.choice(FAILURE_CONCLUSIONS)
+
+# 🌳 Journey Visualization with Heterogeneous Graph Structure
+def create_heterogeneous_graph(history_df):
+    nodes = []
+    edges = []
+
+    # Define node shapes based on situation and action types
+    situation_shapes = {
+        "escape": "diamond",
+        "exploration": "triangle",
+        "competition": "star"
+    }
+    action_shapes = {
+        "skill": "square",
+        "physical": "circle",
+        "social": "hexagon",
+        "mental": "octagon"
+    }
+
+    for index, row in history_df.iterrows():
+        situation_id = f"situation-{index}"
+        action_id = f"action-{index}"
+        conclusion_id = f"conclusion-{index}"
+
+        # Create situation node
+        situation_content = f"{row['situation_emoji']} {row['situation_name']}\n🕒 {row['timestamp']}"
+        situation_node = StreamlitFlowNode(situation_id, (0, 0), {'content': situation_content}, 'output', 'bottom', 'top', shape=situation_shapes.get(row['situation_type'], 'ellipse'))
+        nodes.append(situation_node)
+
+        # Create action node
+        action_content = f"{row['action_emoji']} {row['action_name']}\nOutcome: {'✅ Success' if row['outcome'] else '❌ Failure'}"
+        action_node = StreamlitFlowNode(action_id, (0, 0), {'content': action_content}, 'output', 'bottom', 'top', shape=action_shapes.get(row['action_type'], 'ellipse'))
+        nodes.append(action_node)
+
+        # Create conclusion node
+        conclusion_content = f"📜 {row['conclusion']}\n💪 Gear: {row['gear_strength']:.2f} | 🏋️ Skill: {row['rider_skill']:.2f}"
+        conclusion_node = StreamlitFlowNode(conclusion_id, (0, 0), {'content': conclusion_content}, 'output', 'bottom', 'top', shape='parallelogram')
+        nodes.append(conclusion_node)
+
+        # Create edges
+        edges.append(StreamlitFlowEdge(f"{situation_id}-{action_id}", situation_id, action_id, animated=True, dashed=False))
+        edges.append(StreamlitFlowEdge(f"{action_id}-{conclusion_id}", action_id, conclusion_id, animated=True, dashed=False))
+
+        # Create edge to previous conclusion if not the first node
+        if index > 0:
+            prev_conclusion_id = f"conclusion-{index-1}"
+            edges.append(StreamlitFlowEdge(f"{prev_conclusion_id}-{situation_id}", prev_conclusion_id, situation_id, animated=True, dashed=True))
+
+    return nodes, edges
+
+# 📝 Markdown Preview
+def create_markdown_preview(history_df):
+    markdown = "## 🌳 Journey Preview\n\n"
+    for index, row in history_df.iterrows():
+        indent = "  " * (index * 3)
+        markdown += f"{indent}🌟 **{row['situation_name']}** ({row['situation_type']})\n"
+        markdown += f"{indent}  ↪ {row['action_emoji']} {row['action_name']} ({row['action_type']}): "
+        markdown += "✅ Success\n" if row['outcome'] else "❌ Failure\n"
+        markdown += f"{indent}    📜 {row['conclusion']}\n"
+        markdown += f"{indent}    💪 Gear: {row['gear_strength']:.2f} | 🏋️ Skill: {row['rider_skill']:.2f}\n\n"
+    return markdown
+
+# 🔄 Game State Management
+def update_game_state(game_state, situation, action, outcome, timestamp):
+    conclusion = generate_encounter_conclusion(situation, action, outcome)
+    game_state = update_character_stats(game_state, outcome)
+
+    new_record = pd.DataFrame({
+        'user_id': [game_state['user_id']],
+        'timestamp': [timestamp],
+        'situation_id': [situation['id']],
+        'situation_name': [situation['name']],
+        'situation_emoji': [situation['emoji']],
+        'situation_type': [situation['type']],
+        'action_id': [action['id']],
+        'action_name': [action['name']],
+        'action_emoji': [action['emoji']],
+        'action_type': [action['type']],
+        'outcome': [outcome],
+        'conclusion': [conclusion],
+        'gear_strength': [game_state['gear_strength']],
+        'rider_skill': [game_state['rider_skill']],
+        'score': [game_state['score']]
+    })
+    game_state['history_df'] = pd.concat([game_state['history_df'], new_record], ignore_index=True)
+
+    if action['id'] in game_state['history']:
+        game_state['history'][action['id']] += 1 if outcome else -1
+    else:
+        game_state['history'][action['id']] = 1 if outcome else -1
+
+    return game_state
+
+# 🔄 Update character stats based on the outcome
+def update_character_stats(game_state, outcome):
+    if outcome:
+        game_state['gear_strength'] = min(10, game_state['gear_strength'] + random.uniform(0.1, 0.5))
+        game_state['rider_skill'] = min(10, game_state['rider_skill'] + random.uniform(0.1, 0.5))
+    return game_state
+
+# 🎮 Main Game Application
+def main():
+    st.title("🐱 Cat Rider 🏇")
+
+    # 📜 Game Rules
+    st.markdown("""
+    ### 📜 Game Rules
+    | Step | Description |
+    |------|-------------|
+    | 1️⃣  | Choose your Cat Rider |
+    | 2️⃣  | Select your Riding Gear |
+    | 3️⃣  | Set off on an Adventure |
+    | 4️⃣  | Encounter Challenges and Make Decisions |
+    | 5️⃣  | Complete the Quest and Grow Stronger |
+    """)
+
+    # 🏁 Initialize game state
+    if 'game_state' not in st.session_state:
+        st.session_state.game_state = {
+            'user_id': str(uuid.uuid4()),
+            'score': 0,
+            'history': {},
+            'gear_strength': 0,
+            'rider_skill': 0,
+            'cat_rider': None,
+            'riding_gear': None,
+            'history_df': pd.DataFrame(columns=['user_id', 'timestamp', 'situation_id', 'situation_name', 'situation_emoji', 'situation_type', 'action_id', 'action_name', 'action_emoji', 'action_type', 'outcome', 'conclusion', 'gear_strength', 'rider_skill', 'score'])
+        }
+
+    # 🐱 Cat Rider Selection
+    if st.session_state.game_state['cat_rider'] is None:
+        st.markdown("## Choose Your Cat Rider:")
+        cols = st.columns(len(CAT_RIDERS))
+        for i, rider in enumerate(CAT_RIDERS):
+            if cols[i].button(f"{rider['emoji']} {rider['name']} ({rider['type']})"):
+                st.session_state.game_state['cat_rider'] = rider
+                st.session_state.game_state['rider_skill'] = rider['skill']
+
+    # 🏇 Riding Gear Selection
+    if st.session_state.game_state['riding_gear'] is None and st.session_state.game_state['cat_rider'] is not None:
+        st.markdown("## Select Your Riding Gear:")
+        cols = st.columns(len(RIDING_GEAR))
+        for i, gear in enumerate(RIDING_GEAR):
+            if cols[i].button(f"{gear['name']} ({gear['type']})"):
+                st.session_state.game_state['riding_gear'] = gear
+                st.session_state.game_state['gear_strength'] = gear['strength']
+
+    # 🎭 Game Loop
+    if st.session_state.game_state['cat_rider'] is not None and st.session_state.game_state['riding_gear'] is not None:
+        situation = generate_situation()
+        actions = generate_actions()
+
+        st.markdown(f"## {situation['emoji']} Current Situation: {situation['name']} ({situation['type']})")
+        st.markdown(situation['description'])
+        st.markdown("### 🎭 Choose your action:")
+
+        cols = st.columns(3)
+        for i, action in enumerate(actions):
+            if cols[i].button(f"{action['emoji']} {action['name']} ({action['type']})"):
+                outcome, success_chance = evaluate_action(action, st.session_state.game_state['gear_strength'], st.session_state.game_state['rider_skill'], st.session_state.game_state['history'])
+                timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+
+                st.markdown(f"You decided to: **{action['name']}** ({action['type']})")
+                st.markdown(action['description'])
+                st.markdown(f"**Outcome:** {'✅ Success!' if outcome else '❌ Failure.'}")
+                st.markdown(f"**Success Chance:** {success_chance:.2f}%")
+
+                if outcome:
+                    st.session_state.game_state['score'] += 1
+
+                # 🔄 Update game state
+                st.session_state.game_state = update_game_state(
+                    st.session_state.game_state,
+                    situation,
+                    action,
+                    outcome,
+                    timestamp
+                )
+
+                # Display conclusion
+                conclusion = st.session_state.game_state['history_df'].iloc[-1]['conclusion']
+                st.markdown(f"**Encounter Conclusion:** {conclusion}")
+
+                # Display updated stats
+                st.markdown(f"**Updated Stats:**")
+                st.markdown(f"💪 Gear Strength: {st.session_state.game_state['gear_strength']:.2f}")
+                st.markdown(f"🏋️ Rider Skill: {st.session_state.game_state['rider_skill']:.2f}")
+
+        # 📝 Display Markdown Preview
+        if not st.session_state.game_state['history_df'].empty:
+            st.markdown(create_markdown_preview(st.session_state.game_state['history_df']))
+
+        # 🌳 Display Heterogeneous Journey Graph
+        if not st.session_state.game_state['history_df'].empty:
+            st.markdown("## 🌳 Your Journey (Heterogeneous Graph)")
+            nodes, edges = create_heterogeneous_graph(st.session_state.game_state['history_df'])
+            try:
+                streamlit_flow('cat_rider_flow', 
+                               nodes, 
+                               edges, 
+                               layout=TreeLayout(direction='down'),
+                               fit_view=True, 
+                               height=600)
+            except Exception as e:
+                st.error(f"An error occurred while rendering the journey graph: {str(e)}")
+                st.markdown("Please try refreshing the page if the graph doesn't appear.")
+
+        # 📊 Character Stats Visualization
+        data = {"Stat": ["Gear Strength 🛡️", "Rider Skill 🏇"],
+                "Value": [st.session_state.game_state['gear_strength'], st.session_state.game_state['rider_skill']]}
+        df = pd.DataFrame(data)
+        fig = px.bar(df, x='Stat', y='Value', title="Cat Rider Stats 📊")
+        st.plotly_chart(fig)
+
+if __name__ == "__main__":
+    main() 
+
+
+