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wozwize commited on
Commit
628d40e
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1 Parent(s): 9ebad8f

adding database functionality

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Files changed (7) hide show
  1. .gitignore +54 -4
  2. app/main.py +17 -3
  3. app/routers/analyze.py +31 -5
  4. package-lock.json +802 -0
  5. package.json +5 -0
  6. requirements.txt +4 -2
  7. tests/test_supabase.py +75 -0
.gitignore CHANGED
@@ -1,5 +1,55 @@
1
- # Ignore Python compiled files
2
  __pycache__/
3
- *.pyc
4
- *.pyo
5
- *.pyd
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Python
2
  __pycache__/
3
+ *.py[cod]
4
+ *$py.class
5
+ *.so
6
+ .Python
7
+ build/
8
+ develop-eggs/
9
+ dist/
10
+ downloads/
11
+ eggs/
12
+ .eggs/
13
+ lib/
14
+ lib64/
15
+ parts/
16
+ sdist/
17
+ var/
18
+ wheels/
19
+ *.egg-info/
20
+ .installed.cfg
21
+ *.egg
22
+
23
+ # Virtual Environment
24
+ venv/
25
+ env/
26
+ ENV/
27
+
28
+ # IDE
29
+ .idea/
30
+ .vscode/
31
+ *.swp
32
+ *.swo
33
+
34
+ # Local configuration
35
+ local_config.properties
36
+ .env
37
+ .env.local
38
+
39
+ # Logs
40
+ *.log
41
+
42
+ # Coverage reports
43
+ htmlcov/
44
+ .tox/
45
+ .coverage
46
+ .coverage.*
47
+ .cache
48
+ coverage.xml
49
+ *.cover
50
+
51
+ # Node
52
+ node_modules/
53
+ npm-debug.log
54
+ yarn-debug.log
55
+ yarn-error.log
app/main.py CHANGED
@@ -1,22 +1,36 @@
 
1
  from fastapi import FastAPI
2
- from fastapi.middleware.cors import CORSMiddleware # ✅ Import this
 
3
  from app.routers import analyze, health
4
 
 
5
  app = FastAPI(title="MediaUnmasked API")
6
 
7
  # ✅ Enable CORS for Swagger UI
8
  app.add_middleware(
9
  CORSMiddleware,
10
- allow_origins=["*"], # Allow all origins (or specify ["http://localhost:7860"])
11
  allow_credentials=True,
12
  allow_methods=["*"], # Allow all methods
13
  allow_headers=["*"], # Allow all headers
14
  )
15
 
16
- # Include routers
 
 
 
 
 
 
 
 
 
 
17
  app.include_router(analyze.router, prefix="/api")
18
  app.include_router(health.router, prefix="/health")
19
 
 
20
  @app.get("/")
21
  async def root():
22
  return {"message": "MediaUnmasked API is running!"}
 
1
+ import os
2
  from fastapi import FastAPI
3
+ from fastapi.middleware.cors import CORSMiddleware
4
+ from supabase import create_client
5
  from app.routers import analyze, health
6
 
7
+ # FastAPI app setup
8
  app = FastAPI(title="MediaUnmasked API")
9
 
10
  # ✅ Enable CORS for Swagger UI
11
  app.add_middleware(
12
  CORSMiddleware,
13
+ allow_origins=["*"], # Allow all origins (or specify ["http://localhost:7860"] for local testing)
14
  allow_credentials=True,
15
  allow_methods=["*"], # Allow all methods
16
  allow_headers=["*"], # Allow all headers
17
  )
18
 
19
+ # Initialize Supabase connection
20
+ SUPABASE_URL = os.getenv("SUPABASE_URL")
21
+ SUPABASE_KEY = os.getenv("SUPABASE_KEY")
22
+
23
+ if SUPABASE_URL and SUPABASE_KEY:
24
+ supabase = create_client(SUPABASE_URL, SUPABASE_KEY)
25
+ print("Connected to Supabase successfully!")
26
+ else:
27
+ print("Supabase connection failed. Please check your secrets.")
28
+
29
+ # Include routers for analysis and health
30
  app.include_router(analyze.router, prefix="/api")
31
  app.include_router(health.router, prefix="/health")
32
 
33
+ # Test root endpoint to confirm the API is running
34
  @app.get("/")
35
  async def root():
36
  return {"message": "MediaUnmasked API is running!"}
app/routers/analyze.py CHANGED
@@ -2,6 +2,8 @@ from fastapi import APIRouter, HTTPException
2
  from pydantic import BaseModel, HttpUrl
3
  from typing import Dict, Any, List
4
  import logging
 
 
5
 
6
  from mediaunmasked.scrapers.article_scraper import ArticleScraper
7
  from mediaunmasked.analyzers.scoring import MediaScorer
@@ -16,6 +18,11 @@ router = APIRouter(tags=["analysis"])
16
  scraper = ArticleScraper()
17
  scorer = MediaScorer()
18
 
 
 
 
 
 
19
  class ArticleRequest(BaseModel):
20
  url: HttpUrl
21
 
@@ -57,6 +64,15 @@ async def analyze_article(request: ArticleRequest) -> AnalysisResponse:
57
  try:
58
  logger.info(f"Analyzing article: {request.url}")
59
 
 
 
 
 
 
 
 
 
 
60
  # Scrape article
61
  article = scraper.scrape_article(str(request.url))
62
  if not article:
@@ -76,7 +92,7 @@ async def analyze_article(request: ArticleRequest) -> AnalysisResponse:
76
  logger.info(f"media_unmasked_score type: {type(analysis['media_unmasked_score'])}")
77
  logger.info(f"media_unmasked_score value: {analysis['media_unmasked_score']}")
78
 
79
- # Ensure correct types in response
80
  response_dict = {
81
  "headline": str(article['headline']),
82
  "content": str(article['content']),
@@ -110,10 +126,20 @@ async def analyze_article(request: ArticleRequest) -> AnalysisResponse:
110
  }
111
  }
112
 
113
- # Log the final structure
114
- logger.info("Final response structure:")
115
- logger.info(response_dict)
 
 
 
 
 
 
 
 
 
116
 
 
117
  return AnalysisResponse.parse_obj(response_dict)
118
 
119
  except Exception as e:
@@ -157,4 +183,4 @@ async def debug_response():
157
  }
158
  }
159
  }
160
- return AnalysisResponse.parse_obj(mock_analysis)
 
2
  from pydantic import BaseModel, HttpUrl
3
  from typing import Dict, Any, List
4
  import logging
5
+ import os
6
+ from supabase import create_client
7
 
8
  from mediaunmasked.scrapers.article_scraper import ArticleScraper
9
  from mediaunmasked.analyzers.scoring import MediaScorer
 
18
  scraper = ArticleScraper()
19
  scorer = MediaScorer()
20
 
21
+ # Initialize Supabase connection
22
+ SUPABASE_URL = os.getenv("SUPABASE_URL")
23
+ SUPABASE_KEY = os.getenv("SUPABASE_KEY")
24
+ supabase = create_client(SUPABASE_URL, SUPABASE_KEY)
25
+
26
  class ArticleRequest(BaseModel):
27
  url: HttpUrl
28
 
 
64
  try:
65
  logger.info(f"Analyzing article: {request.url}")
66
 
67
+ # Check if the article has already been analyzed
68
+ existing_article = supabase.table('article_analysis').select('*').eq('url', str(request.url)).execute()
69
+
70
+ if existing_article.status_code == 200 and existing_article.data:
71
+ logger.info("Article already analyzed. Returning cached data.")
72
+ # Return the existing analysis result if it exists
73
+ cached_data = existing_article.data[0]
74
+ return AnalysisResponse.parse_obj(cached_data)
75
+
76
  # Scrape article
77
  article = scraper.scrape_article(str(request.url))
78
  if not article:
 
92
  logger.info(f"media_unmasked_score type: {type(analysis['media_unmasked_score'])}")
93
  logger.info(f"media_unmasked_score value: {analysis['media_unmasked_score']}")
94
 
95
+ # Prepare response data
96
  response_dict = {
97
  "headline": str(article['headline']),
98
  "content": str(article['content']),
 
126
  }
127
  }
128
 
129
+ # Save the new analysis to Supabase
130
+ supabase.table('article_analysis').upsert({
131
+ 'url': str(request.url),
132
+ 'headline': response_dict['headline'],
133
+ 'content': response_dict['content'],
134
+ 'sentiment': response_dict['sentiment'],
135
+ 'bias': response_dict['bias'],
136
+ 'bias_score': response_dict['bias_score'],
137
+ 'bias_percentage': response_dict['bias_percentage'],
138
+ 'flagged_phrases': response_dict['flagged_phrases'],
139
+ 'media_score': response_dict['media_score']
140
+ }).execute()
141
 
142
+ # Return the response
143
  return AnalysisResponse.parse_obj(response_dict)
144
 
145
  except Exception as e:
 
183
  }
184
  }
185
  }
186
+ return AnalysisResponse.parse_obj(mock_analysis)
package-lock.json ADDED
@@ -0,0 +1,802 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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3
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+ },
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+ }
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+ },
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+ "license": "ISC",
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+ }
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+ "node_modules/web-streams-polyfill": {
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+ "license": "MIT",
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+ "engines": {
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+ }
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+ "license": "ISC",
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+ },
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+ "node-which": "bin/node-which"
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+ },
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+ "node": ">= 8"
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+ }
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+ },
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+ "node_modules/wrap-ansi": {
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+ "license": "MIT",
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+ "ansi-styles": "^6.1.0",
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+ "string-width": "^5.0.1",
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+ "strip-ansi": "^7.0.1"
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+ },
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+ "node": ">=12"
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+ },
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+ "funding": {
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+ "url": "https://github.com/chalk/wrap-ansi?sponsor=1"
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+ }
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+ },
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+ "node_modules/wrap-ansi-cjs": {
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+ "name": "wrap-ansi",
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+ "version": "7.0.0",
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+ "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz",
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+ "license": "MIT",
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+ "dependencies": {
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+ "ansi-styles": "^4.0.0",
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+ "string-width": "^4.1.0",
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+ "strip-ansi": "^6.0.0"
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+ },
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+ "engines": {
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+ "node": ">=10"
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+ },
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+ "funding": {
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+ "url": "https://github.com/chalk/wrap-ansi?sponsor=1"
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+ }
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+ },
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+ "node_modules/wrap-ansi-cjs/node_modules/ansi-regex": {
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+ "version": "5.0.1",
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+ "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz",
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+ "license": "MIT",
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+ "engines": {
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+ "node": ">=8"
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+ }
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+ },
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+ "node_modules/wrap-ansi-cjs/node_modules/ansi-styles": {
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+ "version": "4.3.0",
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+ "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-4.3.0.tgz",
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+ },
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+ },
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+ "funding": {
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+ }
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+ },
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+ "node_modules/wrap-ansi-cjs/node_modules/emoji-regex": {
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+ "version": "8.0.0",
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+ "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
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+ "license": "MIT"
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+ "license": "MIT",
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+ "dependencies": {
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+ "strip-ansi": "^6.0.1"
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+ },
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+ "node": ">=8"
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+ }
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+ },
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+ },
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+ }
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+ },
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+ "node_modules/write-file-atomic": {
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+ "version": "6.0.0",
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+ "license": "ISC",
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+ }
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+ },
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+ "node_modules/yallist": {
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+ "version": "5.0.0",
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+ "resolved": "https://registry.npmjs.org/yallist/-/yallist-5.0.0.tgz",
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+ "integrity": "sha512-YgvUTfwqyc7UXVMrB+SImsVYSmTS8X/tSrtdNZMImM+n7+QTriRXyXim0mBrTXNeqzVF0KWGgHPeiyViFFrNDw==",
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+ "license": "BlueOak-1.0.0",
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+ "engines": {
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+ "node": ">=18"
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+ }
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+ }
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+ }
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+ }
package.json ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ {
2
+ "dependencies": {
3
+ "supabase": "^2.12.1"
4
+ }
5
+ }
requirements.txt CHANGED
@@ -2,8 +2,8 @@ fastapi[all]==0.109.2
2
  uvicorn==0.27.1
3
  pydantic==2.6.1
4
  beautifulsoup4==4.12.3
5
- requests==2.31.0
6
- python-dotenv==1.0.1
7
  textblob==0.17.1
8
  nltk==3.8.1
9
  transformers==4.36.2
@@ -12,3 +12,5 @@ numpy==1.26.3
12
  pytest==7.4.3
13
  pytest-asyncio==0.21.1
14
  httpx==0.25.2
 
 
 
2
  uvicorn==0.27.1
3
  pydantic==2.6.1
4
  beautifulsoup4==4.12.3
5
+ requests>=2.31.0
6
+ python-dotenv>=1.0.0
7
  textblob==0.17.1
8
  nltk==3.8.1
9
  transformers==4.36.2
 
12
  pytest==7.4.3
13
  pytest-asyncio==0.21.1
14
  httpx==0.25.2
15
+ supabase>=2.0.0
16
+ configparser>=6.0.0
tests/test_supabase.py ADDED
@@ -0,0 +1,75 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import configparser
2
+ from supabase import create_client
3
+
4
+ # Read the properties file
5
+ config = configparser.ConfigParser()
6
+ config.read('local_config.properties')
7
+
8
+ # Extract values from the properties file
9
+ SUPABASE_URL = config.get('DEFAULT', 'SUPABASE_URL')
10
+ SUPABASE_KEY = config.get('DEFAULT', 'SUPABASE_KEY')
11
+
12
+ # Initialize Supabase client
13
+ supabase = create_client(SUPABASE_URL, SUPABASE_KEY)
14
+
15
+ # Test data to insert and update
16
+ test_url = "https://www.straitstimes.com/world/united-states/us-senate-confirms-trump-loyalist-kash-patel-to-head-fbi"
17
+ test_headline = "US Senate confirms Trump loyalist Kash Patel to head FBI"
18
+ test_content = "This is some test content for the article."
19
+
20
+ # 1. Insert data into the 'article_analysis' table
21
+ def insert_data():
22
+ try:
23
+ response = supabase.table('article_analysis').upsert({
24
+ 'url': test_url,
25
+ 'headline': test_headline,
26
+ 'content': test_content,
27
+ 'sentiment': 'Neutral',
28
+ 'bias': 'Neutral',
29
+ 'bias_score': 0.0,
30
+ 'bias_percentage': 0.0,
31
+ 'flagged_phrases': [],
32
+ 'media_score': {
33
+ 'media_unmasked_score': 75.0,
34
+ 'rating': 'Neutral',
35
+ 'details': {
36
+ 'headline_analysis': {'headline_vs_content_score': 50},
37
+ 'sentiment_analysis': {'sentiment': 'Neutral'},
38
+ 'bias_analysis': {'bias': 'Neutral'},
39
+ 'evidence_analysis': {'evidence_based_score': 80.0}
40
+ }
41
+ }
42
+ }).execute()
43
+ print("Data inserted successfully")
44
+ print(f"Response data: {response.data}")
45
+ except Exception as e:
46
+ print(f"Error inserting data: {str(e)}")
47
+
48
+ # 2. Update data (e.g., changing the sentiment)
49
+ def update_data():
50
+ try:
51
+ updated_sentiment = "Positive"
52
+ response = supabase.table('article_analysis').upsert({
53
+ 'url': test_url,
54
+ 'sentiment': updated_sentiment # Update only the sentiment field
55
+ }).execute()
56
+ print("Data updated successfully")
57
+ print(f"Response data: {response.data}")
58
+ except Exception as e:
59
+ print(f"Error updating data: {str(e)}")
60
+
61
+ # 3. Retrieve data by URL
62
+ def retrieve_data():
63
+ try:
64
+ result = supabase.table('article_analysis').select('*').eq('url', test_url).execute()
65
+ if result.data:
66
+ print(f"Retrieved data: {result.data}")
67
+ else:
68
+ print("No data found for the given URL")
69
+ except Exception as e:
70
+ print(f"Error retrieving data: {str(e)}")
71
+
72
+ # Run the tests: Insert, Update, and Retrieve data
73
+ insert_data()
74
+ update_data()
75
+ retrieve_data()