Spaces:
Runtime error
Runtime error
Update app.py
Browse files
app.py
CHANGED
|
@@ -1,14 +1,29 @@
|
|
| 1 |
import gradio as gr
|
| 2 |
import asyncio
|
| 3 |
import json
|
|
|
|
|
|
|
| 4 |
from agentic_reliability_framework.runtime.engine import EnhancedReliabilityEngine
|
| 5 |
|
| 6 |
-
#
|
| 7 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 8 |
|
| 9 |
async def analyze(component, latency, error_rate, throughput, cpu_util, memory_util):
|
| 10 |
"""Call the ARF v4 engine with telemetry data."""
|
|
|
|
|
|
|
| 11 |
try:
|
|
|
|
| 12 |
result = await engine.process_event_enhanced(
|
| 13 |
component=component,
|
| 14 |
latency=float(latency),
|
|
@@ -17,9 +32,11 @@ async def analyze(component, latency, error_rate, throughput, cpu_util, memory_u
|
|
| 17 |
cpu_util=float(cpu_util) if cpu_util else None,
|
| 18 |
memory_util=float(memory_util) if memory_util else None
|
| 19 |
)
|
|
|
|
| 20 |
return json.dumps(result, indent=2)
|
| 21 |
except Exception as e:
|
| 22 |
-
|
|
|
|
| 23 |
|
| 24 |
def sync_analyze(*args):
|
| 25 |
"""Synchronous wrapper for Gradio."""
|
|
@@ -70,4 +87,5 @@ with gr.Blocks(title="ARF v4 – Reliability Lab", theme="soft") as demo:
|
|
| 70 |
[💼 Enterprise](mailto:petter2025us@outlook.com)
|
| 71 |
""")
|
| 72 |
|
| 73 |
-
|
|
|
|
|
|
| 1 |
import gradio as gr
|
| 2 |
import asyncio
|
| 3 |
import json
|
| 4 |
+
import logging
|
| 5 |
+
import traceback
|
| 6 |
from agentic_reliability_framework.runtime.engine import EnhancedReliabilityEngine
|
| 7 |
|
| 8 |
+
# Configure logging to show details
|
| 9 |
+
logging.basicConfig(level=logging.DEBUG, format='%(asctime)s - %(name)s - %(levelname)s - %(message)s')
|
| 10 |
+
logger = logging.getLogger(__name__)
|
| 11 |
+
|
| 12 |
+
# Initialize the engine
|
| 13 |
+
try:
|
| 14 |
+
logger.info("Initializing EnhancedReliabilityEngine...")
|
| 15 |
+
engine = EnhancedReliabilityEngine()
|
| 16 |
+
logger.info("Engine initialized successfully.")
|
| 17 |
+
except Exception as e:
|
| 18 |
+
logger.error(f"Failed to initialize engine: {e}\n{traceback.format_exc()}")
|
| 19 |
+
engine = None
|
| 20 |
|
| 21 |
async def analyze(component, latency, error_rate, throughput, cpu_util, memory_util):
|
| 22 |
"""Call the ARF v4 engine with telemetry data."""
|
| 23 |
+
if engine is None:
|
| 24 |
+
return json.dumps({"error": "Engine failed to initialize. Check logs."}, indent=2)
|
| 25 |
try:
|
| 26 |
+
logger.info(f"Analyzing: component={component}, latency={latency}, error_rate={error_rate}, throughput={throughput}, cpu={cpu_util}, mem={memory_util}")
|
| 27 |
result = await engine.process_event_enhanced(
|
| 28 |
component=component,
|
| 29 |
latency=float(latency),
|
|
|
|
| 32 |
cpu_util=float(cpu_util) if cpu_util else None,
|
| 33 |
memory_util=float(memory_util) if memory_util else None
|
| 34 |
)
|
| 35 |
+
logger.info("Analysis completed successfully.")
|
| 36 |
return json.dumps(result, indent=2)
|
| 37 |
except Exception as e:
|
| 38 |
+
logger.error(f"Error during analysis: {e}\n{traceback.format_exc()}")
|
| 39 |
+
return json.dumps({"error": str(e), "traceback": traceback.format_exc()}, indent=2)
|
| 40 |
|
| 41 |
def sync_analyze(*args):
|
| 42 |
"""Synchronous wrapper for Gradio."""
|
|
|
|
| 87 |
[💼 Enterprise](mailto:petter2025us@outlook.com)
|
| 88 |
""")
|
| 89 |
|
| 90 |
+
if __name__ == "__main__":
|
| 91 |
+
demo.launch(server_name="0.0.0.0", server_port=7860)
|