Files
moreminimore-marketing/backend/test/test_research_analysis.py
Kunthawat Greethong c35fa52117 Base code
2026-01-08 22:39:53 +07:00

116 lines
4.9 KiB
Python

import requests
import json
from datetime import datetime
# Test the research endpoint and capture full response
url = "http://localhost:8000/api/blog/research"
payload = {
"keywords": ["AI content generation", "blog writing"],
"topic": "ALwrity content generation",
"industry": "Technology",
"target_audience": "content creators"
}
try:
print("Sending request to research endpoint...")
response = requests.post(url, json=payload, timeout=120)
print(f"Status Code: {response.status_code}")
if response.status_code == 200:
data = response.json()
# Create analysis file with timestamp
timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
filename = f"research_analysis_{timestamp}.json"
# Save full response to file
with open(filename, 'w', encoding='utf-8') as f:
json.dump(data, f, indent=2, ensure_ascii=False)
print(f"\n=== RESEARCH RESPONSE ANALYSIS ===")
print(f"✅ Full response saved to: {filename}")
print(f"Success: {data.get('success')}")
print(f"Sources Count: {len(data.get('sources', []))}")
print(f"Search Queries Count: {len(data.get('search_queries', []))}")
print(f"Has Search Widget: {bool(data.get('search_widget'))}")
print(f"Suggested Angles Count: {len(data.get('suggested_angles', []))}")
print(f"\n=== SOURCES ANALYSIS ===")
sources = data.get('sources', [])
for i, source in enumerate(sources[:5]): # Show first 5
print(f"Source {i+1}: {source.get('title', 'No title')}")
print(f" URL: {source.get('url', 'No URL')[:100]}...")
print(f" Type: {source.get('type', 'Unknown')}")
print(f" Credibility: {source.get('credibility_score', 'N/A')}")
print(f"\n=== SEARCH QUERIES ANALYSIS ===")
queries = data.get('search_queries', [])
print(f"Total queries: {len(queries)}")
for i, query in enumerate(queries[:10]): # Show first 10
print(f"{i+1:2d}. {query}")
print(f"\n=== SEARCH WIDGET ANALYSIS ===")
widget = data.get('search_widget', '')
if widget:
print(f"Widget HTML length: {len(widget)} characters")
print(f"Contains Google branding: {'Google' in widget}")
print(f"Contains search chips: {'chip' in widget}")
print(f"Contains carousel: {'carousel' in widget}")
print(f"First 200 chars: {widget[:200]}...")
else:
print("No search widget provided")
print(f"\n=== KEYWORD ANALYSIS ===")
kw_analysis = data.get('keyword_analysis', {})
print(f"Primary keywords: {kw_analysis.get('primary', [])}")
print(f"Secondary keywords: {kw_analysis.get('secondary', [])}")
print(f"Long-tail keywords: {kw_analysis.get('long_tail', [])}")
print(f"Search intent: {kw_analysis.get('search_intent', 'Unknown')}")
print(f"Difficulty score: {kw_analysis.get('difficulty', 'N/A')}")
print(f"\n=== SUGGESTED ANGLES ===")
angles = data.get('suggested_angles', [])
for i, angle in enumerate(angles):
print(f"{i+1}. {angle}")
print(f"\n=== UI REPRESENTATION RECOMMENDATIONS ===")
print("Based on the response, here's what should be displayed in the Editor UI:")
print(f"1. Research Sources Panel: {len(sources)} real web sources")
print(f"2. Search Widget: Interactive Google search chips ({len(queries)} queries)")
print(f"3. Keyword Analysis: Primary/Secondary/Long-tail breakdown")
print(f"4. Content Angles: {len(angles)} suggested blog post angles")
print(f"5. Search Queries: {len(queries)} research queries for reference")
# Additional analysis for UI components
print(f"\n=== UI COMPONENT BREAKDOWN ===")
# Sources for UI
print("SOURCES FOR UI:")
for i, source in enumerate(sources[:3]):
print(f" - {source.get('title')} (Credibility: {source.get('credibility_score')})")
# Search widget for UI
print(f"\nSEARCH WIDGET FOR UI:")
print(f" - HTML length: {len(widget)} chars")
print(f" - Can be embedded directly in UI")
print(f" - Contains {len(queries)} search suggestions")
# Keywords for UI
print(f"\nKEYWORDS FOR UI:")
print(f" - Primary: {', '.join(kw_analysis.get('primary', []))}")
print(f" - Secondary: {', '.join(kw_analysis.get('secondary', []))}")
print(f" - Long-tail: {', '.join(kw_analysis.get('long_tail', []))}")
# Angles for UI
print(f"\nCONTENT ANGLES FOR UI:")
for i, angle in enumerate(angles[:3]):
print(f" - {angle}")
else:
print(f"Error: {response.text}")
except Exception as e:
print(f"Request failed: {e}")
import traceback
traceback.print_exc()