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Upload streamlit_app.py with huggingface_hub
Browse files- streamlit_app.py +230 -0
streamlit_app.py
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| 1 |
+
import streamlit as st
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| 2 |
+
import requests
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| 3 |
+
import json
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| 4 |
+
from datetime import datetime, timedelta
|
| 5 |
+
import pandas as pd
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| 6 |
+
import time
|
| 7 |
+
from utils import zabbix_api, ollama_analysis
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| 8 |
+
from config import ZABBIX_API_URL, OLLAMA_API_URL
|
| 9 |
+
|
| 10 |
+
# Set page config
|
| 11 |
+
st.set_page_config(
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| 12 |
+
page_title="Zabbix Event Analyzer",
|
| 13 |
+
page_icon="📊",
|
| 14 |
+
layout="wide",
|
| 15 |
+
initial_sidebar_state="expanded"
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| 16 |
+
)
|
| 17 |
+
|
| 18 |
+
# Custom CSS
|
| 19 |
+
st.markdown("""
|
| 20 |
+
<style>
|
| 21 |
+
.main-header {
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| 22 |
+
font-size: 2.5rem;
|
| 23 |
+
font-weight: bold;
|
| 24 |
+
color: #1f77b4;
|
| 25 |
+
text-align: center;
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| 26 |
+
margin-bottom: 1rem;
|
| 27 |
+
}
|
| 28 |
+
.sub-header {
|
| 29 |
+
font-size: 1.2rem;
|
| 30 |
+
color: #666;
|
| 31 |
+
text-align: center;
|
| 32 |
+
margin-bottom: 2rem;
|
| 33 |
+
}
|
| 34 |
+
.analysis-card {
|
| 35 |
+
border: 1px solid #ddd;
|
| 36 |
+
border-radius: 5px;
|
| 37 |
+
padding: 15px;
|
| 38 |
+
margin-bottom: 15px;
|
| 39 |
+
background-color: #f9f9f9;
|
| 40 |
+
}
|
| 41 |
+
.built-with {
|
| 42 |
+
position: fixed;
|
| 43 |
+
bottom: 10px;
|
| 44 |
+
right: 10px;
|
| 45 |
+
font-size: 0.8rem;
|
| 46 |
+
color: #666;
|
| 47 |
+
}
|
| 48 |
+
</style>
|
| 49 |
+
""", unsafe_allow_html=True)
|
| 50 |
+
|
| 51 |
+
# Header
|
| 52 |
+
st.markdown('<div class="main-header">Zabbix Event Analyzer</div>', unsafe_allow_html=True)
|
| 53 |
+
st.markdown('<div class="sub-header">Analyze Zabbix events with AI-powered insights</div>', unsafe_allow_html=True)
|
| 54 |
+
|
| 55 |
+
# Built with anycoder link
|
| 56 |
+
st.markdown('<a href="https://huggingface.co/spaces/akhaliq/anycoder" target="_blank">Built with anycoder</a>', unsafe_allow_html=True)
|
| 57 |
+
|
| 58 |
+
# Initialize session state
|
| 59 |
+
if 'zabbix_auth_token' not in st.session_state:
|
| 60 |
+
st.session_state.zabbix_auth_token = None
|
| 61 |
+
if 'events_data' not in st.session_state:
|
| 62 |
+
st.session_state.events_data = None
|
| 63 |
+
if 'analysis_results' not in st.session_state:
|
| 64 |
+
st.session_state.analysis_results = None
|
| 65 |
+
|
| 66 |
+
# Sidebar
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| 67 |
+
with st.sidebar:
|
| 68 |
+
st.header("Configuration")
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| 69 |
+
|
| 70 |
+
# Zabbix API Configuration
|
| 71 |
+
with st.expander("Zabbix API Settings", expanded=True):
|
| 72 |
+
zabbix_url = st.text_input("Zabbix API URL", value=ZABBIX_API_URL)
|
| 73 |
+
zabbix_user = st.text_input("Username", value="Admin")
|
| 74 |
+
zabbix_password = st.text_input("Password", type="password")
|
| 75 |
+
|
| 76 |
+
if st.button("Connect to Zabbix"):
|
| 77 |
+
with st.spinner("Connecting to Zabbix..."):
|
| 78 |
+
try:
|
| 79 |
+
auth_token = zabbix_api.authenticate(zabbix_url, zabbix_user, zabbix_password)
|
| 80 |
+
if auth_token:
|
| 81 |
+
st.session_state.zabbix_auth_token = auth_token
|
| 82 |
+
st.success("Successfully connected to Zabbix!")
|
| 83 |
+
else:
|
| 84 |
+
st.error("Failed to authenticate with Zabbix")
|
| 85 |
+
except Exception as e:
|
| 86 |
+
st.error(f"Connection error: {str(e)}")
|
| 87 |
+
|
| 88 |
+
# Event Filtering
|
| 89 |
+
with st.expander("Event Filters", expanded=True):
|
| 90 |
+
if st.session_state.zabbix_auth_token:
|
| 91 |
+
# Get host groups
|
| 92 |
+
host_groups = zabbix_api.get_host_groups(zabbix_url, st.session_state.zabbix_auth_token)
|
| 93 |
+
selected_group = st.selectbox("Host Group", [""] + [g['name'] for g in host_groups])
|
| 94 |
+
|
| 95 |
+
# Get hosts based on selected group
|
| 96 |
+
hosts = []
|
| 97 |
+
if selected_group:
|
| 98 |
+
hosts = zabbix_api.get_hosts_by_group(zabbix_url, st.session_state.zabbix_auth_token, selected_group)
|
| 99 |
+
selected_host = st.selectbox("Host", [""] + [h['name'] for h in hosts])
|
| 100 |
+
|
| 101 |
+
# Time range
|
| 102 |
+
time_range = st.select_slider(
|
| 103 |
+
"Time Range (hours)",
|
| 104 |
+
options=[1, 6, 12, 24, 48, 72, 168],
|
| 105 |
+
value=24
|
| 106 |
+
)
|
| 107 |
+
|
| 108 |
+
# Event severity
|
| 109 |
+
severity_options = {
|
| 110 |
+
"Not classified": -1,
|
| 111 |
+
"Information": 0,
|
| 112 |
+
"Warning": 1,
|
| 113 |
+
"Average": 2,
|
| 114 |
+
"High": 3,
|
| 115 |
+
"Disaster": 4
|
| 116 |
+
}
|
| 117 |
+
selected_severities = st.multiselect(
|
| 118 |
+
"Severity Levels",
|
| 119 |
+
options=list(severity_options.keys()),
|
| 120 |
+
default=["Warning", "Average", "High", "Disaster"]
|
| 121 |
+
)
|
| 122 |
+
|
| 123 |
+
if st.button("Fetch Events"):
|
| 124 |
+
with st.spinner("Fetching events from Zabbix..."):
|
| 125 |
+
try:
|
| 126 |
+
end_time = int(time.time())
|
| 127 |
+
start_time = end_time - (time_range * 3600)
|
| 128 |
+
|
| 129 |
+
events = zabbix_api.get_events(
|
| 130 |
+
zabbix_url,
|
| 131 |
+
st.session_state.zabbix_auth_token,
|
| 132 |
+
start_time,
|
| 133 |
+
end_time,
|
| 134 |
+
[severity_options[s] for s in selected_severities],
|
| 135 |
+
selected_host
|
| 136 |
+
)
|
| 137 |
+
|
| 138 |
+
if events:
|
| 139 |
+
st.session_state.events_data = events
|
| 140 |
+
st.success(f"Fetched {len(events)} events")
|
| 141 |
+
else:
|
| 142 |
+
st.warning("No events found matching the criteria")
|
| 143 |
+
except Exception as e:
|
| 144 |
+
st.error(f"Error fetching events: {str(e)}")
|
| 145 |
+
else:
|
| 146 |
+
st.warning("Please connect to Zabbix first")
|
| 147 |
+
|
| 148 |
+
# Ollama Configuration
|
| 149 |
+
with st.expander("Ollama Settings", expanded=True):
|
| 150 |
+
ollama_url = st.text_input("Ollama API URL", value=OLLAMA_API_URL)
|
| 151 |
+
model_name = st.selectbox(
|
| 152 |
+
"Analysis Model",
|
| 153 |
+
["llama3", "mistral", "gemma", "phi3"],
|
| 154 |
+
index=0
|
| 155 |
+
)
|
| 156 |
+
|
| 157 |
+
# Main content
|
| 158 |
+
if st.session_state.events_data:
|
| 159 |
+
st.header("Event Analysis")
|
| 160 |
+
|
| 161 |
+
# Display events
|
| 162 |
+
with st.expander("Raw Events Data", expanded=False):
|
| 163 |
+
events_df = pd.DataFrame(st.session_state.events_data)
|
| 164 |
+
st.dataframe(events_df, use_container_width=True)
|
| 165 |
+
|
| 166 |
+
# Analyze events
|
| 167 |
+
if st.button("Analyze Events with Ollama"):
|
| 168 |
+
with st.spinner("Analyzing events with Ollama..."):
|
| 169 |
+
try:
|
| 170 |
+
# Prepare event summaries for analysis
|
| 171 |
+
event_summaries = []
|
| 172 |
+
for event in st.session_state.events_data[:10]: # Limit to 10 events for demo
|
| 173 |
+
summary = (
|
| 174 |
+
f"Event: {event.get('name', 'N/A')}\n"
|
| 175 |
+
f"Host: {event.get('host', 'N/A')}\n"
|
| 176 |
+
f"Severity: {event.get('severity', 'N/A')}\n"
|
| 177 |
+
f"Time: {datetime.fromtimestamp(int(event.get('clock', 0))).strftime('%Y-%m-%d %H:%M:%S')}\n"
|
| 178 |
+
f"Status: {event.get('value', 'N/A')}\n"
|
| 179 |
+
f"Description: {event.get('description', 'N/A')}"
|
| 180 |
+
)
|
| 181 |
+
event_summaries.append(summary)
|
| 182 |
+
|
| 183 |
+
# Combine all events into a single prompt
|
| 184 |
+
prompt = (
|
| 185 |
+
"Analyze the following Zabbix monitoring events and provide:\n"
|
| 186 |
+
"1. A summary of the overall system health\n"
|
| 187 |
+
"2. Identification of any patterns or recurring issues\n"
|
| 188 |
+
"3. Recommendations for resolution or investigation\n\n"
|
| 189 |
+
"Events:\n" + "\n\n".join(event_summaries)
|
| 190 |
+
)
|
| 191 |
+
|
| 192 |
+
# Get analysis from Ollama
|
| 193 |
+
analysis = ollama_analysis.get_analysis(
|
| 194 |
+
ollama_url,
|
| 195 |
+
model_name,
|
| 196 |
+
prompt
|
| 197 |
+
)
|
| 198 |
+
|
| 199 |
+
if analysis:
|
| 200 |
+
st.session_state.analysis_results = analysis
|
| 201 |
+
else:
|
| 202 |
+
st.error("Failed to get analysis from Ollama")
|
| 203 |
+
|
| 204 |
+
except Exception as e:
|
| 205 |
+
st.error(f"Analysis error: {str(e)}")
|
| 206 |
+
|
| 207 |
+
# Display analysis results
|
| 208 |
+
if st.session_state.analysis_results:
|
| 209 |
+
st.subheader("Analysis Results")
|
| 210 |
+
|
| 211 |
+
# Display in a nice card format
|
| 212 |
+
st.markdown(f"""
|
| 213 |
+
<div class="analysis-card">
|
| 214 |
+
<h3>📊 System Health Summary</h3>
|
| 215 |
+
<p>{st.session_state.analysis_results}</p>
|
| 216 |
+
</div>
|
| 217 |
+
""", unsafe_allow_html=True)
|
| 218 |
+
|
| 219 |
+
# Download button for analysis
|
| 220 |
+
st.download_button(
|
| 221 |
+
label="Download Analysis",
|
| 222 |
+
data=st.session_state.analysis_results,
|
| 223 |
+
file_name=f"zabbix_analysis_{datetime.now().strftime('%Y%m%d_%H%M%S')}.txt",
|
| 224 |
+
mime="text/plain"
|
| 225 |
+
)
|
| 226 |
+
else:
|
| 227 |
+
if st.session_state.zabbix_auth_token:
|
| 228 |
+
st.info("Connect to Zabbix and fetch events to begin analysis")
|
| 229 |
+
else:
|
| 230 |
+
st.info("Please configure and connect to Zabbix to begin")
|