.env.example

@@ -1,4 +1,4 @@
-###########################################################################
+###############################################################################
 # Configurazioni per i modelli di linguaggio
 ###############################################################################
 
@@ -13,19 +13,11 @@ OLLAMA_MODELS_PATH=
 # Configurazioni per gli agenti di mercato
 ###############################################################################
 
-# Coinbase CDP API per Market Agent
-# Ottenibili da: https://portal.cdp.coinbase.com/access/api
-# IMPORTANTE: Usare le credenziali CDP (NON Exchange legacy)
-# - COINBASE_API_KEY: organizations/{org_id}/apiKeys/{key_id}
-# - COINBASE_API_SECRET: La private key completa (inclusi BEGIN/END)
-# - NON serve COINBASE_PASSPHRASE (solo per Exchange legacy)
+# https://portal.cdp.coinbase.com/access/api
 COINBASE_API_KEY=
 COINBASE_API_SECRET=
 
-# CryptoCompare API per Market Agent
-# Ottenibile da: https://www.cryptocompare.com/cryptopian/api-keys
-# NOTA: API legacy, potrebbe essere deprecata in futuro
-# Funzionalità limitata: get_all_products() non supportato
+# https://www.cryptocompare.com/cryptopian/api-keys
 CRYPTOCOMPARE_API_KEY=
 
 # Binance API per Market Agent
@@ -33,3 +25,21 @@ CRYPTOCOMPARE_API_KEY=
 # Supporta sia API autenticate che pubbliche (PublicBinance)
 BINANCE_API_KEY=
 BINANCE_API_SECRET=
+
+###############################################################################
+# Configurazioni per gli agenti di notizie
+###############################################################################
+
+# https://newsapi.org/docs
+NEWS_API_KEY=
+
+# https://cryptopanic.com/developers/api/
+CRYPTOPANIC_API_KEY=
+
+###############################################################################
+# Configurazioni per API di social media
+###############################################################################
+
+# https://www.reddit.com/prefs/apps
+REDDIT_API_CLIENT_ID=
+REDDIT_API_CLIENT_SECRET=

demos/news_api.py

@@ -0,0 +1,16 @@
+#### FOR ALL FILES OUTSIDE src/ FOLDER ####
+import sys
+import os
+sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '../src')))
+###########################################
+
+from dotenv import load_dotenv
+from app.news import NewsApiWrapper
+
+def main():
+    api = NewsApiWrapper()
+    print("ok")
+
+if __name__ == "__main__":
+    load_dotenv()
+    main()

pyproject.toml

@@ -10,25 +10,32 @@ requires-python = "==3.12.*"
 # Per ogni roba ho fatto un commento per evitare di dimenticarmi cosa fa chi.
 # Inoltre ho messo una emoji per indicare se è raccomandato o meno.
 dependencies = [
-    # ✅ per i test
-    "pytest",
-    # ✅ per gestire variabili d'ambiente (generalmente API keys od opzioni)
-    "dotenv",
-    # 🟡 per fare scraping di pagine web
-    #"bs4",
-    # ✅ per fare una UI web semplice con user_input e output
-    "gradio",
+    "pytest", # Test
+    "dotenv", # Gestire variabili d'ambiente (generalmente API keys od opzioni)
+    "gradio", # UI web semplice con user_input e output
 
-    # ✅ per costruire agenti (ovvero modelli che possono fare più cose tramite tool) https://github.com/agno-agi/agno
+    # Per costruire agenti (ovvero modelli che possono fare più cose tramite tool) https://github.com/agno-agi/agno
     # altamente consigliata dato che ha anche tools integrati per fare scraping, calcoli e molto altro
     # oltre a questa è necessario installare anche le librerie specifiche per i modelli che si vogliono usare
     "agno",
 
-    # ✅ Modelli supportati e installati (aggiungere qui sotto quelli che si vogliono usare)
+    # Modelli supportati e installati (aggiungere qui sotto quelli che si vogliono usare)
     "google-genai",
     "ollama",
 
-    # ✅ per interagire con API di exchange di criptovalute
+    # API di exchange di criptovalute
     "coinbase-advanced-py",
     "python-binance",
+
+    # API di notizie
+    "newsapi-python",
+    "gnews",
+    "ddgs",
+
+    # API di social media
+    "praw", # Reddit
 ]
+
+[tool.pytest.ini_options]
+pythonpath = ["src"]
+testpaths = ["tests"]

src/app/news/__init__.py

@@ -0,0 +1,32 @@
+from app.utils.wrapper_handler import WrapperHandler
+from .base import NewsWrapper, Article
+from .news_api import NewsApiWrapper
+from .gnews_api import GoogleNewsWrapper
+from .cryptopanic_api import CryptoPanicWrapper
+from .duckduckgo import DuckDuckGoWrapper
+
+__all__ = ["NewsApiWrapper", "GoogleNewsWrapper", "CryptoPanicWrapper", "DuckDuckGoWrapper"]
+
+
+class NewsAPIs(NewsWrapper):
+    """
+    A wrapper class that aggregates multiple news API wrappers and tries them in order until one succeeds.
+    This class uses the WrapperHandler to manage multiple NewsWrapper instances.
+    It includes, and tries, the following news API wrappers in this order:
+    - GoogleNewsWrapper
+    - DuckDuckGoWrapper
+    - NewsApiWrapper
+    - CryptoPanicWrapper
+
+    It provides methods to get top headlines and latest news by delegating the calls to the first successful wrapper.
+    If all wrappers fail, it raises an exception.
+    """
+
+    def __init__(self):
+        wrappers = [GoogleNewsWrapper, DuckDuckGoWrapper, NewsApiWrapper, CryptoPanicWrapper]
+        self.wrapper_handler: WrapperHandler[NewsWrapper] = WrapperHandler.build_wrappers(wrappers)
+
+    def get_top_headlines(self, total: int = 100) -> list[Article]:
+        return self.wrapper_handler.try_call(lambda w: w.get_top_headlines(total))
+    def get_latest_news(self, query: str, total: int = 100) -> list[Article]:
+        return self.wrapper_handler.try_call(lambda w: w.get_latest_news(query, total))

src/app/news/base.py

@@ -0,0 +1,35 @@
+from pydantic import BaseModel
+
+class Article(BaseModel):
+    source: str = ""
+    time: str = ""
+    title: str = ""
+    description: str = ""
+
+class NewsWrapper:
+    """
+    Base class for news API wrappers.
+    All news API wrappers should inherit from this class and implement the methods.
+    """
+
+    def get_top_headlines(self, total: int = 100) -> list[Article]:
+        """
+        Get top headlines, optionally limited by total.
+        Args:
+            total (int): The maximum number of articles to return.
+        Returns:
+            list[Article]: A list of Article objects.
+        """
+        raise NotImplementedError("This method should be overridden by subclasses")
+
+    def get_latest_news(self, query: str, total: int = 100) -> list[Article]:
+        """
+        Get latest news based on a query.
+        Args:
+            query (str): The search query.
+            total (int): The maximum number of articles to return.
+        Returns:
+            list[Article]: A list of Article objects.
+        """
+        raise NotImplementedError("This method should be overridden by subclasses")
+

src/app/news/cryptopanic_api.py

@@ -0,0 +1,77 @@
+import os
+import requests
+from enum import Enum
+from .base import NewsWrapper, Article
+
+class CryptoPanicFilter(Enum):
+    RISING = "rising"
+    HOT = "hot"
+    BULLISH = "bullish"
+    BEARISH = "bearish"
+    IMPORTANT = "important"
+    SAVED = "saved"
+    LOL = "lol"
+    ANY = ""
+
+class CryptoPanicKind(Enum):
+    NEWS = "news"
+    MEDIA = "media"
+    ALL = "all"
+
+def get_articles(response: dict) -> list[Article]:
+    articles = []
+    if 'results' in response:
+        for item in response['results']:
+            article = Article()
+            article.source = item.get('source', {}).get('title', '')
+            article.time = item.get('published_at', '')
+            article.title = item.get('title', '')
+            article.description = item.get('description', '')
+            articles.append(article)
+    return articles
+
+class CryptoPanicWrapper(NewsWrapper):
+    """
+    A wrapper for the CryptoPanic API (Documentation: https://cryptopanic.com/developers/api/)
+    Requires an API key set in the environment variable CRYPTOPANIC_API_KEY.
+    It is free to use, but has rate limits and restrictions based on the plan type (the free plan is 'developer' with 100 req/month).
+    Supports different plan types via the CRYPTOPANIC_API_PLAN environment variable (developer, growth, enterprise).
+    """
+
+    def __init__(self):
+        self.api_key = os.getenv("CRYPTOPANIC_API_KEY", "")
+        assert self.api_key, "CRYPTOPANIC_API_KEY environment variable not set"
+
+        # Set here for the future, but currently not needed
+        plan_type = os.getenv("CRYPTOPANIC_API_PLAN", "developer").lower()
+        assert plan_type in ["developer", "growth", "enterprise"], "Invalid CRYPTOPANIC_API_PLAN value"
+
+        self.base_url = f"https://cryptopanic.com/api/{plan_type}/v2"
+        self.filter = CryptoPanicFilter.ANY
+        self.kind = CryptoPanicKind.NEWS
+
+    def get_base_params(self) -> dict[str, str]:
+        params = {}
+        params['public'] = 'true' # recommended for app and bots
+        params['auth_token'] = self.api_key
+        params['kind'] = self.kind.value
+        if self.filter != CryptoPanicFilter.ANY:
+            params['filter'] = self.filter.value
+        return params
+
+    def set_filter(self, filter: CryptoPanicFilter):
+        self.filter = filter
+
+    def get_top_headlines(self, total: int = 100) -> list[Article]:
+        return self.get_latest_news("", total) # same endpoint so just call the other method
+
+    def get_latest_news(self, query: str, total: int = 100) -> list[Article]:
+        params = self.get_base_params()
+        params['currencies'] = query
+
+        response = requests.get(f"{self.base_url}/posts/", params=params)
+        assert response.status_code == 200, f"Error fetching data: {response}"
+
+        json_response = response.json()
+        articles = get_articles(json_response)
+        return articles[:total]

src/app/news/duckduckgo.py

@@ -0,0 +1,32 @@
+import json
+from .base import Article, NewsWrapper
+from agno.tools.duckduckgo import DuckDuckGoTools
+
+def create_article(result: dict) -> Article:
+    article = Article()
+    article.source = result.get("source", "")
+    article.time = result.get("date", "")
+    article.title = result.get("title", "")
+    article.description = result.get("body", "")
+    return article
+
+class DuckDuckGoWrapper(NewsWrapper):
+    """
+    A wrapper for DuckDuckGo News search using the Tool from agno.tools.duckduckgo.
+    It can be rewritten to use direct API calls if needed in the future, but currently is easy to write and use.
+    """
+
+    def __init__(self):
+        self.tool = DuckDuckGoTools()
+        self.query = "crypto"
+
+    def get_top_headlines(self, total: int = 100) -> list[Article]:
+        results = self.tool.duckduckgo_news(self.query, max_results=total)
+        json_results = json.loads(results)
+        return [create_article(result) for result in json_results]
+
+    def get_latest_news(self, query: str, total: int = 100) -> list[Article]:
+        results = self.tool.duckduckgo_news(query or self.query, max_results=total)
+        json_results = json.loads(results)
+        return [create_article(result) for result in json_results]
+

src/app/news/gnews_api.py

@@ -0,0 +1,36 @@
+from gnews import GNews
+from .base import Article, NewsWrapper
+
+def result_to_article(result: dict) -> Article:
+    article = Article()
+    article.source = result.get("source", "")
+    article.time = result.get("publishedAt", "")
+    article.title = result.get("title", "")
+    article.description = result.get("description", "")
+    return article
+
+class GoogleNewsWrapper(NewsWrapper):
+    """
+    A wrapper for the Google News RSS Feed (Documentation: https://github.com/ranahaani/GNews/?tab=readme-ov-file#about-gnews)
+    It does not require an API key and is free to use.
+    """
+
+    def get_top_headlines(self, total: int = 100) -> list[Article]:
+        gnews = GNews(language='en', max_results=total, period='7d')
+        results = gnews.get_top_news()
+
+        articles = []
+        for result in results:
+            article = result_to_article(result)
+            articles.append(article)
+        return articles
+
+    def get_latest_news(self, query: str, total: int = 100) -> list[Article]:
+        gnews = GNews(language='en', max_results=total, period='7d')
+        results = gnews.get_news(query)
+
+        articles = []
+        for result in results:
+            article = result_to_article(result)
+            articles.append(article)
+        return articles

src/app/news/news_api.py

@@ -0,0 +1,50 @@
+import os
+import newsapi
+from .base import Article, NewsWrapper
+
+def result_to_article(result: dict) -> Article:
+    article = Article()
+    article.source = result.get("source", {}).get("name", "")
+    article.time = result.get("publishedAt", "")
+    article.title = result.get("title", "")
+    article.description = result.get("description", "")
+    return article
+
+class NewsApiWrapper(NewsWrapper):
+    """
+    A wrapper for the NewsAPI (Documentation: https://newsapi.org/docs/get-started)
+    Requires an API key set in the environment variable NEWS_API_KEY.
+    It is free to use, but has rate limits and restrictions based on the plan type (the free plan is 'developer' with 100 req/day).
+    """
+
+    def __init__(self):
+        api_key = os.getenv("NEWS_API_KEY")
+        assert api_key is not None, "NEWS_API_KEY environment variable not set"
+
+        self.client = newsapi.NewsApiClient(api_key=api_key)
+        self.category = "business" # Cryptocurrency is under business
+        self.language = "en" # TODO Only English articles for now?
+        self.max_page_size = 100
+
+    def get_top_headlines(self, total: int = 100) -> list[Article]:
+        page_size = min(self.max_page_size, total)
+        pages = (total // page_size) + (1 if total % page_size > 0 else 0)
+
+        articles = []
+        for page in range(1, pages + 1):
+            headlines = self.client.get_top_headlines(q="", category=self.category, language=self.language, page_size=page_size, page=page)
+            results = [result_to_article(article) for article in headlines.get("articles", [])]
+            articles.extend(results)
+        return articles
+
+    def get_latest_news(self, query: str, total: int = 100) -> list[Article]:
+        page_size = min(self.max_page_size, total)
+        pages = (total // page_size) + (1 if total % page_size > 0 else 0)
+
+        articles = []
+        for page in range(1, pages + 1):
+            everything = self.client.get_everything(q=query, language=self.language, sort_by="publishedAt", page_size=page_size, page=page)
+            results = [result_to_article(article) for article in everything.get("articles", [])]
+            articles.extend(results)
+        return articles
+

src/app/social/__init.py

@@ -0,0 +1 @@
+from .base import SocialWrapper

src/app/social/base.py

@@ -0,0 +1,22 @@
+from pydantic import BaseModel
+
+
+class SocialPost(BaseModel):
+    time: str = ""
+    title: str = ""
+    description: str = ""
+    comments: list["SocialComment"] = []
+
+    def __str__(self):
+        return f"Title: {self.title}\nDescription: {self.description}\nComments: {len(self.comments)}\n[{" | ".join(str(c) for c in self.comments)}]"
+
+class SocialComment(BaseModel):
+    time: str = ""
+    description: str = ""
+
+    def __str__(self):
+        return f"Time: {self.time}\nDescription: {self.description}"
+
+# TODO IMPLEMENTARLO SE SI USANO PIU' WRAPPER (E QUINDI PIU' SOCIAL)
+class SocialWrapper:
+    pass

src/app/social/reddit.py

@@ -0,0 +1,53 @@
+import os
+from praw import Reddit
+from praw.models import Submission, MoreComments
+from .base import SocialWrapper, SocialPost, SocialComment
+
+MAX_COMMENTS = 5
+
+
+def create_social_post(post: Submission) -> SocialPost:
+    social = SocialPost()
+    social.time = str(post.created)
+    social.title = post.title
+    social.description = post.selftext
+
+    for i, top_comment in enumerate(post.comments):
+        if i >= MAX_COMMENTS:
+            break
+        if isinstance(top_comment, MoreComments): #skip MoreComments objects
+            continue
+
+        comment = SocialComment()
+        comment.time = str(top_comment.created)
+        comment.description = top_comment.body
+        social.comments.append(comment)
+    return social
+
+class RedditWrapper(SocialWrapper):
+    """
+    A wrapper for the Reddit API using PRAW (Python Reddit API Wrapper).
+    Requires the following environment variables to be set:
+    - REDDIT_API_CLIENT_ID
+    - REDDIT_API_CLIENT_SECRET
+    You can get them by creating an app at https://www.reddit.com/prefs/apps
+    """
+
+    def __init__(self):
+        self.client_id = os.getenv("REDDIT_API_CLIENT_ID")
+        assert self.client_id is not None, "REDDIT_API_CLIENT_ID environment variable is not set"
+
+        self.client_secret = os.getenv("REDDIT_API_CLIENT_SECRET")
+        assert self.client_secret is not None, "REDDIT_API_CLIENT_SECRET environment variable is not set"
+
+        self.tool = Reddit(
+            client_id=self.client_id,
+            client_secret=self.client_secret,
+            user_agent="upo-appAI",
+        )
+
+    def get_top_crypto_posts(self, limit=5) -> list[SocialPost]:
+        subreddit = self.tool.subreddit("CryptoCurrency")
+        top_posts = subreddit.top(limit=limit, time_filter="week")
+        return [create_social_post(post) for post in top_posts]
+

tests/agents/test_predictor.py

@@ -16,8 +16,8 @@ def unified_checks(model: AppModels, input):
     for item in content.portfolio:
         assert item.asset not in (None, "", "null")
         assert isinstance(item.asset, str)
-        assert item.percentage > 0
-        assert item.percentage <= 100
+        assert item.percentage >= 0.0
+        assert item.percentage <= 100.0
         assert isinstance(item.percentage, (int, float))
         assert item.motivation not in (None, "", "null")
         assert isinstance(item.motivation, str)
@@ -41,6 +41,7 @@ class TestPredictor:
     def test_gemini_model_output(self, inputs):
         unified_checks(AppModels.GEMINI, inputs)
 
+    @pytest.mark.slow
     def test_ollama_qwen_model_output(self, inputs):
         unified_checks(AppModels.OLLAMA_QWEN, inputs)
 

tests/api/test_cryptopanic_api.py

@@ -0,0 +1,38 @@
+import os
+import pytest
+from app.news import CryptoPanicWrapper
+
+
+@pytest.mark.limited
+@pytest.mark.news
+@pytest.mark.api
+@pytest.mark.skipif(not os.getenv("CRYPTOPANIC_API_KEY"), reason="CRYPTOPANIC_API_KEY not set")
+class TestCryptoPanicAPI:
+
+    def test_crypto_panic_api_initialization(self):
+        crypto = CryptoPanicWrapper()
+        assert crypto is not None
+
+    def test_crypto_panic_api_get_latest_news(self):
+        crypto = CryptoPanicWrapper()
+        articles = crypto.get_latest_news(query="", total=2)
+        assert isinstance(articles, list)
+        assert len(articles) == 2
+        for article in articles:
+            assert article.source is not None or article.source != ""
+            assert article.time is not None or article.time != ""
+            assert article.title is not None or article.title != ""
+            assert article.description is not None or article.description != ""
+
+    # Useless since both methods use the same endpoint
+    # def test_crypto_panic_api_get_top_headlines(self):
+    #     crypto = CryptoPanicWrapper()
+    #     articles = crypto.get_top_headlines(total=2)
+    #     assert isinstance(articles, list)
+    #     assert len(articles) == 2
+    #     for article in articles:
+    #         assert article.source is not None or article.source != ""
+    #         assert article.time is not None or article.time != ""
+    #         assert article.title is not None or article.title != ""
+    #         assert article.description is not None or article.description != ""
+

tests/api/test_duckduckgo_news.py

@@ -0,0 +1,34 @@
+import pytest
+from app.news import DuckDuckGoWrapper
+
+
+@pytest.mark.news
+@pytest.mark.api
+class TestDuckDuckGoNews:
+
+    def test_duckduckgo_initialization(self):
+        news = DuckDuckGoWrapper()
+        assert news.tool is not None
+
+    def test_duckduckgo_get_latest_news(self):
+        news = DuckDuckGoWrapper()
+        articles = news.get_latest_news(query="crypto", total=2)
+        assert isinstance(articles, list)
+        assert len(articles) == 2
+        for article in articles:
+            assert article.source is not None or article.source != ""
+            assert article.time is not None or article.time != ""
+            assert article.title is not None or article.title != ""
+            assert article.description is not None or article.description != ""
+
+    def test_duckduckgo_get_top_headlines(self):
+        news = DuckDuckGoWrapper()
+        articles = news.get_top_headlines(total=2)
+        assert isinstance(articles, list)
+        assert len(articles) == 2
+        for article in articles:
+            assert article.source is not None or article.source != ""
+            assert article.time is not None or article.time != ""
+            assert article.title is not None or article.title != ""
+            assert article.description is not None or article.description != ""
+

tests/api/test_google_news.py

@@ -0,0 +1,34 @@
+import pytest
+from app.news import GoogleNewsWrapper
+
+
+@pytest.mark.news
+@pytest.mark.api
+class TestGoogleNews:
+
+    def test_gnews_api_initialization(self):
+        gnews_api = GoogleNewsWrapper()
+        assert gnews_api is not None
+
+    def test_gnews_api_get_latest_news(self):
+        gnews_api = GoogleNewsWrapper()
+        articles = gnews_api.get_latest_news(query="crypto", total=2)
+        assert isinstance(articles, list)
+        assert len(articles) == 2
+        for article in articles:
+            assert article.source is not None or article.source != ""
+            assert article.time is not None or article.time != ""
+            assert article.title is not None or article.title != ""
+            assert article.description is not None or article.description != ""
+
+    def test_gnews_api_get_top_headlines(self):
+        news_api = GoogleNewsWrapper()
+        articles = news_api.get_top_headlines(total=2)
+        assert isinstance(articles, list)
+        assert len(articles) == 2
+        for article in articles:
+            assert article.source is not None or article.source != ""
+            assert article.time is not None or article.time != ""
+            assert article.title is not None or article.title != ""
+            assert article.description is not None or article.description != ""
+

tests/api/test_news_api.py

@@ -0,0 +1,37 @@
+import os
+import pytest
+from app.news import NewsApiWrapper
+
+
+@pytest.mark.news
+@pytest.mark.api
+@pytest.mark.skipif(not os.getenv("NEWS_API_KEY"), reason="NEWS_API_KEY not set")
+class TestNewsAPI:
+
+    def test_news_api_initialization(self):
+        news_api = NewsApiWrapper()
+        assert news_api.client is not None
+
+    def test_news_api_get_latest_news(self):
+        news_api = NewsApiWrapper()
+        articles = news_api.get_latest_news(query="crypto", total=2)
+        assert isinstance(articles, list)
+        assert len(articles) > 0 # Ensure we got some articles (apparently it doesn't always return the requested number)
+        for article in articles:
+            assert article.source is not None or article.source != ""
+            assert article.time is not None or article.time != ""
+            assert article.title is not None or article.title != ""
+            assert article.description is not None or article.description != ""
+
+
+    def test_news_api_get_top_headlines(self):
+        news_api = NewsApiWrapper()
+        articles = news_api.get_top_headlines(total=2)
+        assert isinstance(articles, list)
+        # assert len(articles) > 0 # apparently it doesn't always return SOME articles
+        for article in articles:
+            assert article.source is not None or article.source != ""
+            assert article.time is not None or article.time != ""
+            assert article.title is not None or article.title != ""
+            assert article.description is not None or article.description != ""
+

tests/api/test_reddit.py

@@ -0,0 +1,24 @@
+import pytest
+from praw import Reddit
+from app.social.reddit import MAX_COMMENTS, RedditWrapper
+
+@pytest.mark.social
+@pytest.mark.api
+class TestRedditWrapper:
+    def test_initialization(self):
+        wrapper = RedditWrapper()
+        assert wrapper.client_id is not None
+        assert wrapper.client_secret is not None
+        assert isinstance(wrapper.tool, Reddit)
+
+    def test_get_top_crypto_posts(self):
+        wrapper = RedditWrapper()
+        posts = wrapper.get_top_crypto_posts(limit=2)
+        assert isinstance(posts, list)
+        assert len(posts) == 2
+        for post in posts:
+            assert post.title != ""
+            assert isinstance(post.comments, list)
+            assert len(post.comments) <= MAX_COMMENTS
+            for comment in post.comments:
+                assert comment.description != ""

tests/conftest.py

@@ -2,16 +2,10 @@
 Configurazione pytest per i test del progetto upo-appAI.
 """
 
-import sys
 import pytest
-from pathlib import Path
-
-# Aggiungi il path src al PYTHONPATH per tutti i test
-src_path = Path(__file__).parent.parent / "src"
-sys.path.insert(0, str(src_path))
+from dotenv import load_dotenv
 
 # Carica le variabili d'ambiente per tutti i test
-from dotenv import load_dotenv
 load_dotenv()
 
 
@@ -26,6 +20,10 @@ def pytest_configure(config:pytest.Config):
         ("gemini", "marks tests that use Gemini model"),
         ("ollama_gpt", "marks tests that use Ollama GPT model"),
         ("ollama_qwen", "marks tests that use Ollama Qwen model"),
+        ("news", "marks tests that use news"),
+        ("social", "marks tests that use social media"),
+        ("limited", "marks tests that have limited execution due to API constraints"),
+        ("wrapper", "marks tests for wrapper handler"),
     ]
     for marker in markers:
         line = f"{marker[0]}: {marker[1]}"
@@ -35,7 +33,6 @@ def pytest_collection_modifyitems(config, items):
     """Modifica automaticamente gli item di test aggiungendogli marker basati sul nome"""
 
     markers_to_add = {
-        "api": pytest.mark.api,
         "coinbase": pytest.mark.api,
         "cryptocompare": pytest.mark.api,
         "overview": pytest.mark.slow,
@@ -50,3 +47,13 @@ def pytest_collection_modifyitems(config, items):
         for key, marker in markers_to_add.items():
             if key in name:
                 item.add_marker(marker)
+
+    # Rimuovo i test "limited" e "slow" se non richiesti esplicitamente
+    mark_to_remove = ['limited', 'slow']
+    for mark in mark_to_remove:
+        markexpr = getattr(config.option, "markexpr", None)
+        if markexpr and mark in markexpr.lower():
+            continue
+
+        new_mark = (f"({markexpr}) and " if markexpr else "") + f"not {mark}"
+        setattr(config.option, "markexpr", new_mark)

tests/utils/test_wrapper_handler.py

@@ -0,0 +1,90 @@
+import pytest
+from app.utils.wrapper_handler import WrapperHandler
+
+class MockWrapper:
+    def do_something(self) -> str:
+        return "Success"
+
+class MockWrapper2(MockWrapper):
+    def do_something(self) -> str:
+        return "Success 2"
+
+class FailingWrapper(MockWrapper):
+    def do_something(self):
+        raise Exception("Intentional Failure")
+
+
+@pytest.mark.wrapper
+class TestWrapperHandler:
+    def test_all_wrappers_fail(self):
+        wrappers = [FailingWrapper, FailingWrapper]
+        handler: WrapperHandler[MockWrapper] = WrapperHandler.build_wrappers(wrappers, try_per_wrapper=2, retry_delay=0)
+
+        with pytest.raises(Exception) as exc_info:
+            handler.try_call(lambda w: w.do_something())
+        assert "All wrappers failed after retries" in str(exc_info.value)
+
+    def test_success_on_first_try(self):
+        wrappers = [MockWrapper, FailingWrapper]
+        handler: WrapperHandler[MockWrapper] = WrapperHandler.build_wrappers(wrappers, try_per_wrapper=2, retry_delay=0)
+
+        result = handler.try_call(lambda w: w.do_something())
+        assert result == "Success"
+        assert handler.index == 0  # Should still be on the first wrapper
+        assert handler.retry_count == 0
+
+    def test_eventual_success(self):
+        wrappers = [FailingWrapper, MockWrapper]
+        handler: WrapperHandler[MockWrapper] = WrapperHandler.build_wrappers(wrappers, try_per_wrapper=2, retry_delay=0)
+
+        result = handler.try_call(lambda w: w.do_something())
+        assert result == "Success"
+        assert handler.index == 1  # Should have switched to the second wrapper
+        assert handler.retry_count == 0
+
+    def test_partial_failures(self):
+        wrappers = [FailingWrapper, MockWrapper, FailingWrapper]
+        handler: WrapperHandler[MockWrapper] = WrapperHandler.build_wrappers(wrappers, try_per_wrapper=1, retry_delay=0)
+
+        result = handler.try_call(lambda w: w.do_something())
+        assert result == "Success"
+        assert handler.index == 1  # Should have switched to the second wrapper
+        assert handler.retry_count == 0
+
+        # Next call should still succeed on the second wrapper
+        result = handler.try_call(lambda w: w.do_something())
+        assert result == "Success"
+        assert handler.index == 1  # Should still be on the second wrapper
+        assert handler.retry_count == 0
+
+        handler.index = 2  # Manually switch to the third wrapper
+        result = handler.try_call(lambda w: w.do_something())
+        assert result == "Success"
+        assert handler.index == 1  # Should return to the second wrapper after failure
+        assert handler.retry_count == 0
+
+    def test_try_call_all_success(self):
+        wrappers = [MockWrapper, MockWrapper2]
+        handler: WrapperHandler[MockWrapper] = WrapperHandler.build_wrappers(wrappers, try_per_wrapper=1, retry_delay=0)
+        results = handler.try_call_all(lambda w: w.do_something())
+        assert results == {MockWrapper: "Success", MockWrapper2: "Success 2"}
+
+    def test_try_call_all_partial_failures(self):
+        # Only the second wrapper should succeed
+        wrappers = [FailingWrapper, MockWrapper, FailingWrapper]
+        handler: WrapperHandler[MockWrapper] = WrapperHandler.build_wrappers(wrappers, try_per_wrapper=1, retry_delay=0)
+        results = handler.try_call_all(lambda w: w.do_something())
+        assert results == {MockWrapper: "Success"}
+
+        # Only the second and fourth wrappers should succeed
+        wrappers = [FailingWrapper, MockWrapper, FailingWrapper, MockWrapper2]
+        handler: WrapperHandler[MockWrapper] = WrapperHandler.build_wrappers(wrappers, try_per_wrapper=1, retry_delay=0)
+        results = handler.try_call_all(lambda w: w.do_something())
+        assert results == {MockWrapper: "Success", MockWrapper2: "Success 2"}
+
+    def test_try_call_all_all_fail(self):
+        # Test when all wrappers fail
+        handler_all_fail: WrapperHandler[MockWrapper] = WrapperHandler.build_wrappers([FailingWrapper, FailingWrapper], try_per_wrapper=1, retry_delay=0)
+        with pytest.raises(Exception) as exc_info:
+            handler_all_fail.try_call_all(lambda w: w.do_something())
+        assert "All wrappers failed" in str(exc_info.value)

uv.lock

@@ -130,6 +130,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/df/73/b6e24bd22e6720ca8ee9a85a0c4a2971af8497d8f3193fa05390cbd46e09/backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8", size = 15148, upload-time = "2022-10-05T19:19:30.546Z" },
 ]
 
+[[package]]
+name = "beautifulsoup4"
+version = "4.14.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "soupsieve" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/77/e9/df2358efd7659577435e2177bfa69cba6c33216681af51a707193dec162a/beautifulsoup4-4.14.2.tar.gz", hash = "sha256:2a98ab9f944a11acee9cc848508ec28d9228abfd522ef0fad6a02a72e0ded69e", size = 625822, upload-time = "2025-09-29T10:05:42.613Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/94/fe/3aed5d0be4d404d12d36ab97e2f1791424d9ca39c2f754a6285d59a3b01d/beautifulsoup4-4.14.2-py3-none-any.whl", hash = "sha256:5ef6fa3a8cbece8488d66985560f97ed091e22bbc4e9c2338508a9d5de6d4515", size = 106392, upload-time = "2025-09-29T10:05:43.771Z" },
+]
+
 [[package]]
 name = "brotli"
 version = "1.1.0"
@@ -156,6 +169,23 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/3d/d5/942051b45a9e883b5b6e98c041698b1eb2012d25e5948c58d6bf85b1bb43/Brotli-1.1.0-cp312-cp312-win_amd64.whl", hash = "sha256:906bc3a79de8c4ae5b86d3d75a8b77e44404b0f4261714306e3ad248d8ab0951", size = 357255, upload-time = "2023-09-07T14:04:17.83Z" },
 ]
 
+[[package]]
+name = "brotlicffi"
+version = "1.1.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "cffi" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/95/9d/70caa61192f570fcf0352766331b735afa931b4c6bc9a348a0925cc13288/brotlicffi-1.1.0.0.tar.gz", hash = "sha256:b77827a689905143f87915310b93b273ab17888fd43ef350d4832c4a71083c13", size = 465192, upload-time = "2023-09-14T14:22:40.707Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a2/11/7b96009d3dcc2c931e828ce1e157f03824a69fb728d06bfd7b2fc6f93718/brotlicffi-1.1.0.0-cp37-abi3-macosx_10_9_x86_64.whl", hash = "sha256:9b7ae6bd1a3f0df532b6d67ff674099a96d22bc0948955cb338488c31bfb8851", size = 453786, upload-time = "2023-09-14T14:21:57.72Z" },
+    { url = "https://files.pythonhosted.org/packages/d6/e6/a8f46f4a4ee7856fbd6ac0c6fb0dc65ed181ba46cd77875b8d9bbe494d9e/brotlicffi-1.1.0.0-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:19ffc919fa4fc6ace69286e0a23b3789b4219058313cf9b45625016bf7ff996b", size = 2911165, upload-time = "2023-09-14T14:21:59.613Z" },
+    { url = "https://files.pythonhosted.org/packages/be/20/201559dff14e83ba345a5ec03335607e47467b6633c210607e693aefac40/brotlicffi-1.1.0.0-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9feb210d932ffe7798ee62e6145d3a757eb6233aa9a4e7db78dd3690d7755814", size = 2927895, upload-time = "2023-09-14T14:22:01.22Z" },
+    { url = "https://files.pythonhosted.org/packages/cd/15/695b1409264143be3c933f708a3f81d53c4a1e1ebbc06f46331decbf6563/brotlicffi-1.1.0.0-cp37-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:84763dbdef5dd5c24b75597a77e1b30c66604725707565188ba54bab4f114820", size = 2851834, upload-time = "2023-09-14T14:22:03.571Z" },
+    { url = "https://files.pythonhosted.org/packages/b4/40/b961a702463b6005baf952794c2e9e0099bde657d0d7e007f923883b907f/brotlicffi-1.1.0.0-cp37-abi3-win32.whl", hash = "sha256:1b12b50e07c3911e1efa3a8971543e7648100713d4e0971b13631cce22c587eb", size = 341731, upload-time = "2023-09-14T14:22:05.74Z" },
+    { url = "https://files.pythonhosted.org/packages/1c/fa/5408a03c041114ceab628ce21766a4ea882aa6f6f0a800e04ee3a30ec6b9/brotlicffi-1.1.0.0-cp37-abi3-win_amd64.whl", hash = "sha256:994a4f0681bb6c6c3b0925530a1926b7a189d878e6e5e38fae8efa47c5d9c613", size = 366783, upload-time = "2023-09-14T14:22:07.096Z" },
+]
+
 [[package]]
 name = "cachetools"
 version = "5.5.2"
@@ -310,6 +340,30 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/87/22/f020c047ae1346613db9322638186468238bcfa8849b4668a22b97faad65/dateparser-1.2.2-py3-none-any.whl", hash = "sha256:5a5d7211a09013499867547023a2a0c91d5a27d15dd4dbcea676ea9fe66f2482", size = 315453, upload-time = "2025-06-26T09:29:21.412Z" },
 ]
 
+[[package]]
+name = "ddgs"
+version = "9.6.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "click" },
+    { name = "httpx", extra = ["brotli", "http2", "socks"] },
+    { name = "lxml" },
+    { name = "primp" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/db/45/7a408de2cd89855403ea18ed776f12c291eabe7dd54bc5b00f7cdb43f8ba/ddgs-9.6.0.tar.gz", hash = "sha256:8caf555d4282c1cf5c15969994ad55f4239bd15e97cf004a5da8f1cad37529bf", size = 35865, upload-time = "2025-09-17T13:27:10.533Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/40/cd/ef820662e0d87f46b829bba7e2324c7978e0153692bbd2f08f7746049708/ddgs-9.6.0-py3-none-any.whl", hash = "sha256:24120f1b672fd3a28309db029e7038eb3054381730aea7a08d51bb909dd55520", size = 41558, upload-time = "2025-09-17T13:27:08.99Z" },
+]
+
+[[package]]
+name = "dnspython"
+version = "2.8.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/8c/8b/57666417c0f90f08bcafa776861060426765fdb422eb10212086fb811d26/dnspython-2.8.0.tar.gz", hash = "sha256:181d3c6996452cb1189c4046c61599b84a5a86e099562ffde77d26984ff26d0f", size = 368251, upload-time = "2025-09-07T18:58:00.022Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ba/5a/18ad964b0086c6e62e2e7500f7edc89e3faa45033c71c1893d34eed2b2de/dnspython-2.8.0-py3-none-any.whl", hash = "sha256:01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af", size = 331094, upload-time = "2025-09-07T18:57:58.071Z" },
+]
+
 [[package]]
 name = "docstring-parser"
 version = "0.17.0"
@@ -344,6 +398,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/32/e4/c543271a8018874b7f682bf6156863c416e1334b8ed3e51a69495c5d4360/fastapi-0.116.2-py3-none-any.whl", hash = "sha256:c3a7a8fb830b05f7e087d920e0d786ca1fc9892eb4e9a84b227be4c1bc7569db", size = 95670, upload-time = "2025-09-16T18:29:21.329Z" },
 ]
 
+[[package]]
+name = "feedparser"
+version = "6.0.12"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "sgmllib3k" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/dc/79/db7edb5e77d6dfbc54d7d9df72828be4318275b2e580549ff45a962f6461/feedparser-6.0.12.tar.gz", hash = "sha256:64f76ce90ae3e8ef5d1ede0f8d3b50ce26bcce71dd8ae5e82b1cd2d4a5f94228", size = 286579, upload-time = "2025-09-10T13:33:59.486Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/4e/eb/c96d64137e29ae17d83ad2552470bafe3a7a915e85434d9942077d7fd011/feedparser-6.0.12-py3-none-any.whl", hash = "sha256:6bbff10f5a52662c00a2e3f86a38928c37c48f77b3c511aedcd51de933549324", size = 81480, upload-time = "2025-09-10T13:33:58.022Z" },
+]
+
 [[package]]
 name = "ffmpy"
 version = "0.6.1"
@@ -421,6 +487,21 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/01/61/d4b89fec821f72385526e1b9d9a3a0385dda4a72b206d28049e2c7cd39b8/gitpython-3.1.45-py3-none-any.whl", hash = "sha256:8908cb2e02fb3b93b7eb0f2827125cb699869470432cc885f019b8fd0fccff77", size = 208168, upload-time = "2025-07-24T03:45:52.517Z" },
 ]
 
+[[package]]
+name = "gnews"
+version = "0.4.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "beautifulsoup4" },
+    { name = "dnspython" },
+    { name = "feedparser" },
+    { name = "requests" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/6c/65/d4b19ebde3edd4d0cb63660fe61e9777de1dd35ea819cb72a5b53002bb97/gnews-0.4.2.tar.gz", hash = "sha256:5016cf5299f42ea072adb295abe5e9f093c5c422da2c12e6661d1dcdbc56d011", size = 24847, upload-time = "2025-07-27T13:46:54.717Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/6f/77/00b21cce68b6041e78edf23efbc95eea6a4555cd474594b7360d1b9e4444/gnews-0.4.2-py3-none-any.whl", hash = "sha256:ed1fa603a7edeb3886925e756b114afb1e0c5b7b9f56fe5ebeedeeb730d2a9c4", size = 18142, upload-time = "2025-07-27T13:46:53.848Z" },
+]
+
 [[package]]
 name = "google-auth"
 version = "2.40.3"
@@ -528,6 +609,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/04/4b/29cac41a4d98d144bf5f6d33995617b185d14b22401f75ca86f384e87ff1/h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86", size = 37515, upload-time = "2025-04-24T03:35:24.344Z" },
 ]
 
+[[package]]
+name = "h2"
+version = "4.3.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "hpack" },
+    { name = "hyperframe" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/1d/17/afa56379f94ad0fe8defd37d6eb3f89a25404ffc71d4d848893d270325fc/h2-4.3.0.tar.gz", hash = "sha256:6c59efe4323fa18b47a632221a1888bd7fde6249819beda254aeca909f221bf1", size = 2152026, upload-time = "2025-08-23T18:12:19.778Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/69/b2/119f6e6dcbd96f9069ce9a2665e0146588dc9f88f29549711853645e736a/h2-4.3.0-py3-none-any.whl", hash = "sha256:c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd", size = 61779, upload-time = "2025-08-23T18:12:17.779Z" },
+]
+
 [[package]]
 name = "hf-xet"
 version = "1.1.10"
@@ -543,6 +637,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/ee/0e/471f0a21db36e71a2f1752767ad77e92d8cde24e974e03d662931b1305ec/hf_xet-1.1.10-cp37-abi3-win_amd64.whl", hash = "sha256:5f54b19cc347c13235ae7ee98b330c26dd65ef1df47e5316ffb1e87713ca7045", size = 2804691, upload-time = "2025-09-12T20:10:28.433Z" },
 ]
 
+[[package]]
+name = "hpack"
+version = "4.1.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/2c/48/71de9ed269fdae9c8057e5a4c0aa7402e8bb16f2c6e90b3aa53327b113f8/hpack-4.1.0.tar.gz", hash = "sha256:ec5eca154f7056aa06f196a557655c5b009b382873ac8d1e66e79e87535f1dca", size = 51276, upload-time = "2025-01-22T21:44:58.347Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/07/c6/80c95b1b2b94682a72cbdbfb85b81ae2daffa4291fbfa1b1464502ede10d/hpack-4.1.0-py3-none-any.whl", hash = "sha256:157ac792668d995c657d93111f46b4535ed114f0c9c8d672271bbec7eae1b496", size = 34357, upload-time = "2025-01-22T21:44:56.92Z" },
+]
+
 [[package]]
 name = "httpcore"
 version = "1.0.9"
@@ -571,6 +674,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/2a/39/e50c7c3a983047577ee07d2a9e53faf5a69493943ec3f6a384bdc792deb2/httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad", size = 73517, upload-time = "2024-12-06T15:37:21.509Z" },
 ]
 
+[package.optional-dependencies]
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+    { name = "brotli", marker = "platform_python_implementation == 'CPython'" },
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 version = "0.48.0"
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+
 [[package]]
 name = "upo-app-ai"
 version = "0.1.0"
@@ -1295,10 +1535,14 @@ source = { virtual = "." }
 dependencies = [
     { name = "agno" },
     { name = "coinbase-advanced-py" },
+    { name = "ddgs" },
     { name = "dotenv" },
+    { name = "gnews" },
     { name = "google-genai" },
     { name = "gradio" },
+    { name = "newsapi-python" },
     { name = "ollama" },
+    { name = "praw" },
     { name = "pytest" },
     { name = "python-binance" },
 ]
@@ -1307,10 +1551,14 @@ dependencies = [
 requires-dist = [
     { name = "agno" },
     { name = "coinbase-advanced-py" },
+    { name = "ddgs" },
     { name = "dotenv" },
+    { name = "gnews" },
     { name = "google-genai" },
     { name = "gradio" },
+    { name = "newsapi-python" },
     { name = "ollama" },
+    { name = "praw" },
     { name = "pytest" },
     { name = "python-binance" },
 ]
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+
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 name = "websockets"
 version = "13.1"