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import streamlit as st
import json
import pandas as pd
import markdown
import os
os.environ["HOME"] = "/tmp"
# Page configuration for wide layout
st.set_page_config(
page_title="Chat Trajectory Viewer",
page_icon="💬",
layout="wide",
initial_sidebar_state="collapsed"
)
@st.cache_data
def load_data():
"""Load the JSONL data file"""
try:
df = pd.read_json("../airline_data_oai_format.jsonl", lines=True)
return df
except Exception as e:
st.error(f"Error loading data: {e}")
return None
def display_message(role, content, index):
"""Display a single message with role-specific styling"""
# Define colors for different roles
role_colors = {
"system": "#ff6b6b", # Red
"user": "#4ecdc4", # Teal
"assistant": "#45b7d1", # Blue
"tool": "#96ceb4", # Green
"info": "#feca57" # Yellow
}
# Get color for this role, default to gray
color = role_colors.get(role.lower(), "#95a5a6")
# Format content for HTML display
if isinstance(content, dict):
content_html = f"<pre style='background: #f8f9fa; padding: 10px; border-radius: 4px; overflow-x: auto;'>{json.dumps(content, indent=2)}</pre>"
elif isinstance(content, str):
# Convert markdown to HTML properly
content_html = markdown.markdown(content, extensions=['nl2br', 'fenced_code'])
elif content is None:
content_html = "<em>(No content)</em>"
else:
content_html = markdown.markdown(str(content), extensions=['nl2br'])
# Special handling for system messages - make them collapsible
if role.lower() == "system":
with st.expander(f"🔧 {role.upper()}", expanded=False):
st.markdown(f"""
<div style="
border-left: 4px solid {color};
margin: 8px 0;
background-color: #f8f9fa;
padding: 12px;
border-radius: 0 8px 8px 0;
box-shadow: 0 1px 3px rgba(0,0,0,0.1);
">
<div style="
color: #666;
font-size: 14px;
font-weight: bold;
margin-bottom: 8px;
text-transform: uppercase;
letter-spacing: 1px;
">{role}</div>
<div style="
color: #333;
line-height: 1.6;
font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
">
{content_html}
</div>
</div>
""", unsafe_allow_html=True)
else:
# Regular message display for non-system messages
st.markdown(f"""
<div style="
border-left: 4px solid {color};
margin: 8px 0;
background-color: #f8f9fa;
padding: 12px;
border-radius: 0 8px 8px 0;
box-shadow: 0 1px 3px rgba(0,0,0,0.1);
">
<div style="
color: #666;
font-size: 14px;
font-weight: bold;
margin-bottom: 8px;
text-transform: uppercase;
letter-spacing: 1px;
">{role}</div>
<div style="
color: #333;
line-height: 1.6;
font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
">
{content_html}
</div>
</div>
""", unsafe_allow_html=True)
# Handle special cases that need separate display
if isinstance(content, dict) and len(json.dumps(content, indent=2)) > 500:
# For very large JSON, also show expandable version
with st.expander("View JSON in expandable format"):
st.json(content)
def main():
st.title("Chat Trajectory Viewer")
st.markdown("Browse through airline booking conversation trajectories")
# Custom CSS with more specific selectors and Streamlit configuration
st.markdown("""
<style>
/* Force full width layout */
.main .block-container {
max-width: 100% !important;
padding-left: 0.5rem !important;
padding-right: 0.5rem !important;
}
/* Target Streamlit's main container */
section[data-testid="stSidebar"] {
display: none !important;
}
/* Make all content use full width */
.main > div {
max-width: 100% !important;
padding-left: 0.5rem !important;
padding-right: 0.5rem !important;
}
/* Reduce spacing between all elements */
.element-container {
margin-bottom: 0.25rem !important;
}
/* Target the main content area specifically */
div[data-testid="stVerticalBlock"] {
max-width: 100% !important;
}
/* Override any default margins */
.stMarkdown {
margin-bottom: 0.25rem !important;
}
/* Make sure columns use full width */
.row-widget.stHorizontal {
max-width: 100% !important;
}
</style>
""", unsafe_allow_html=True)
# Load data
df = load_data()
if df is None:
return
# Navigation
col1, col2, col3 = st.columns([1, 2, 1])
with col1:
if st.button("← Previous"):
if 'trajectory_index' not in st.session_state:
st.session_state.trajectory_index = 0
st.session_state.trajectory_index = max(0, st.session_state.trajectory_index - 1)
with col2:
# Initialize trajectory index
if 'trajectory_index' not in st.session_state:
st.session_state.trajectory_index = 0
# Trajectory selector
trajectory_index = st.selectbox(
"Select Trajectory:",
range(len(df)),
index=st.session_state.trajectory_index,
format_func=lambda x: f"Trajectory {x} (Task ID: {df.iloc[x]['task_id']}, Reward: {df.iloc[x]['reward']})"
)
st.session_state.trajectory_index = trajectory_index
with col3:
if st.button("Next →"):
st.session_state.trajectory_index = min(len(df) - 1, st.session_state.trajectory_index + 1)
# Display current trajectory info
current_row = df.iloc[st.session_state.trajectory_index]
data = current_row['oai_traj_format']
# Display metadata
col1, col2, col3 = st.columns(3)
with col1:
st.metric("Task ID", data['task_id'])
with col2:
st.metric("Reward", data['reward'])
with col3:
st.metric("Messages", len(data['messages']))
st.markdown("---")
# Display messages
st.subheader("Conversation Trajectory")
for i, message in enumerate(data['messages']):
role = message.get('role', 'unknown')
content = message.get('content')
# Store message data in session state for tool calls
st.session_state[f'message_{i}'] = message
display_message(role, content, i)
# Handle tool calls if present
if 'tool_calls' in message:
for j, tool_call in enumerate(message['tool_calls']):
st.markdown(f"""
<div style="
border-left: 4px solid #e67e22;
padding-left: 20px;
margin: 5px 0 5px 20px;
background-color: #fdf6e3;
padding: 10px;
border-radius: 0 5px 5px 0;
">
<h5 style="
color: #666;
font-size: 12px;
font-weight: bold;
margin-bottom: 5px;
text-transform: uppercase;
">TOOL CALL</h5>
</div>
""", unsafe_allow_html=True)
# Display tool call details
tool_info = {
"function": tool_call.get('function', {}),
"id": tool_call.get('id', ''),
"type": tool_call.get('type', '')
}
st.json(tool_info)
# Handle tool call responses
if role == 'tool':
tool_call_id = message.get('tool_call_id', 'Unknown')
name = message.get('name', 'Unknown')
st.caption(f"Tool: {name} | Call ID: {tool_call_id}")
if __name__ == "__main__":
main() |