#!/usr/bin/env python3
"""
Interactive tool to get FIS recommendations from DevOps Agent findings
"""
import json
import subprocess
def get_fis_recommendations():
print("=" * 60)
print("FIS Recommender - DevOps Agent Integration")
print("=" * 60)
print()
print("Paste your DevOps Agent finding (JSON format):")
print("Or describe the issue in plain text:")
print()
lines = []
while True:
try:
line = input()
if not line:
break
lines.append(line)
except EOFError:
break
finding_text = '\n'.join(lines)
# Try to parse as JSON
try:
finding = json.loads(finding_text)
except:
# Plain text - create finding object
finding = {
"id": "manual-finding",
"summary": finding_text[:200],
"type": "MANUAL",
"description": finding_text
}
# Call MCP server
mcp_request = {
"method": "tools/call",
"params": {
"name": "recommend_fis_experiments",
"arguments": {"finding": finding}
}
}
proc = subprocess.Popen(
["python3", "/Users/pimisael/fis-recommender-mcp/server.py"],
stdin=subprocess.PIPE,
stdout=subprocess.PIPE,
text=True
)
stdout, _ = proc.communicate(json.dumps(mcp_request) + "\n")
result = json.loads(stdout)
# Display recommendations
print("\n" + "=" * 60)
print("FIS EXPERIMENT RECOMMENDATIONS")
print("=" * 60)
if result.get('content'):
content = json.loads(result['content'][0]['text'])
recs = content.get('recommendations', [])
if recs:
for i, rec in enumerate(recs, 1):
print(f"\n{i}. {rec['experiment_name']}")
print(f" Action: {rec['fis_action']}")
print(f" Duration: {rec['parameters']['duration']}")
print(f" Description: {rec['description']}")
print(f" Rationale: {rec['rationale']}")
print(f"\n\nTotal recommendations: {len(recs)}")
# Ask if user wants to create template
print("\nGenerate FIS template? (y/n): ", end='')
if input().lower() == 'y':
print("\nEnter target configuration (JSON):")
target_lines = []
while True:
try:
line = input()
if not line:
break
target_lines.append(line)
except EOFError:
break
target_config = json.loads('\n'.join(target_lines))
# Generate template for first recommendation
template_request = {
"method": "tools/call",
"params": {
"name": "create_fis_template",
"arguments": {
"recommendation": recs[0],
"target_config": target_config
}
}
}
proc = subprocess.Popen(
["python3", "/Users/pimisael/fis-recommender-mcp/server.py"],
stdin=subprocess.PIPE,
stdout=subprocess.PIPE,
text=True
)
stdout, _ = proc.communicate(json.dumps(template_request) + "\n")
template_result = json.loads(stdout)
print("\n" + "=" * 60)
print("FIS EXPERIMENT TEMPLATE")
print("=" * 60)
print(json.dumps(json.loads(template_result['content'][0]['text']), indent=2))
else:
print("\nNo recommendations found.")
else:
print("\nError generating recommendations.")
if __name__ == "__main__":
get_fis_recommendations()
