raghavNCI
commited on
Commit
Β·
011e38f
1
Parent(s):
2049c5d
using gnews
Browse files- nuse_modules/headlines_generator.py +34 -58
- requirements.txt +0 -3
nuse_modules/headlines_generator.py
CHANGED
@@ -7,106 +7,83 @@ import time
|
|
7 |
from typing import List, Dict
|
8 |
|
9 |
import requests
|
10 |
-
import feedparser
|
11 |
from boilerpy3 import extractors
|
12 |
|
13 |
from clients.redis_client import redis_client as _r
|
14 |
from models_initialization.mistral_registry import mistral_generate
|
15 |
|
16 |
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
17 |
-
# CONFIG
|
18 |
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
|
|
|
|
|
|
19 |
_CATEGORIES: dict[str, str] = {
|
20 |
-
"world": "world
|
21 |
-
"india": "india
|
22 |
"finance": "finance business economy",
|
23 |
-
"sports": "sports
|
24 |
-
"entertainment": "entertainment celebrity
|
25 |
}
|
26 |
|
27 |
_ARTICLES_PER_CAT = 5
|
28 |
_SUMMARY_TOKENS = 120
|
29 |
_REDIS_TTL_SECONDS = 24 * 3600
|
30 |
-
|
31 |
-
|
32 |
-
_MIN_BODY_LENGTH = 120 # relaxed threshold so short briefs pass
|
33 |
-
|
34 |
-
# Google News RSS search template
|
35 |
|
36 |
-
def _rss_url(query: str) -> str:
|
37 |
-
query = requests.utils.quote(query)
|
38 |
-
return (
|
39 |
-
"https://news.google.com/rss/search?q=" + query +
|
40 |
-
"&hl=en-US&gl=US&ceid=US:en"
|
41 |
-
)
|
42 |
-
|
43 |
-
# BoilerPy3 extractor (threadβsafe singleton)
|
44 |
_bp_extractor = extractors.ArticleExtractor()
|
45 |
-
|
46 |
-
# Common browser UA to avoid 403s
|
47 |
-
_HEADERS = {
|
48 |
-
"User-Agent": (
|
49 |
-
"Mozilla/5.0 (Windows NT 10.0; Win64; x64) "
|
50 |
-
"AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114 Safari/537.36"
|
51 |
-
)
|
52 |
-
}
|
53 |
|
54 |
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
55 |
-
#
|
56 |
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
57 |
|
58 |
-
def
|
59 |
-
|
60 |
-
|
61 |
-
|
|
|
|
|
62 |
|
63 |
|
64 |
def _extract_fulltext(url: str) -> str:
|
65 |
try:
|
66 |
-
|
67 |
-
html
|
68 |
-
|
69 |
-
# If still on news.google.com and meta refresh present β follow manually
|
70 |
-
if "news.google.com" in resp.url and "http-equiv=\"refresh\"" in html.lower():
|
71 |
-
real_url = _follow_google_redirect(html)
|
72 |
-
if real_url:
|
73 |
-
html = requests.get(real_url, headers=_HEADERS, timeout=_ARTICLE_TIMEOUT).text
|
74 |
-
|
75 |
-
text = _bp_extractor.get_content(html)
|
76 |
-
return text or ""
|
77 |
except Exception as e:
|
78 |
print(f"[SCRAPE ERR] {url}: {e}")
|
79 |
return ""
|
80 |
|
81 |
|
82 |
def _fetch_articles(query: str, wanted: int) -> List[dict]:
|
83 |
-
|
84 |
try:
|
85 |
-
|
86 |
except Exception as e:
|
87 |
-
print(f"[
|
88 |
return []
|
89 |
|
90 |
collected: List[dict] = []
|
91 |
-
|
92 |
|
93 |
-
for
|
94 |
-
link =
|
95 |
-
if link in
|
96 |
continue
|
97 |
-
|
98 |
|
99 |
body = _extract_fulltext(link)
|
100 |
if len(body) < _MIN_BODY_LENGTH:
|
101 |
-
continue
|
102 |
|
103 |
collected.append({
|
104 |
-
"title":
|
105 |
"url": link,
|
106 |
"content": body,
|
107 |
-
"pubDate":
|
108 |
-
"image":
|
109 |
-
"source_snippet":
|
110 |
})
|
111 |
if len(collected) >= wanted:
|
112 |
break
|
@@ -118,7 +95,6 @@ def _fetch_articles(query: str, wanted: int) -> List[dict]:
|
|
118 |
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
119 |
_RE_PROMPT_ECHO = re.compile(r"(you are.*?article[:\n]+)", re.IGNORECASE | re.DOTALL)
|
120 |
|
121 |
-
|
122 |
def _summarise(text: str) -> str:
|
123 |
prompt = (
|
124 |
"You are a concise news assistant. Summarise the following article "
|
@@ -140,7 +116,7 @@ def _redis_key(date: str, cat: str) -> str:
|
|
140 |
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
141 |
|
142 |
def generate_and_store_headlines(today: str | None = None) -> Dict[str, List[dict]]:
|
143 |
-
"""
|
144 |
date_str = today or _dt.datetime.utcnow().strftime("%Y-%m-%d")
|
145 |
all_results: Dict[str, List[dict]] = {}
|
146 |
|
|
|
7 |
from typing import List, Dict
|
8 |
|
9 |
import requests
|
|
|
10 |
from boilerpy3 import extractors
|
11 |
|
12 |
from clients.redis_client import redis_client as _r
|
13 |
from models_initialization.mistral_registry import mistral_generate
|
14 |
|
15 |
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
16 |
+
# CONFIG β GNews.io API
|
17 |
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
18 |
+
GNEWS_API_KEY = os.getenv("GNEWS_API_KEY")
|
19 |
+
assert GNEWS_API_KEY, "β GNEWS_API_KEY missing (add to Space secrets or .env)"
|
20 |
+
|
21 |
_CATEGORIES: dict[str, str] = {
|
22 |
+
"world": "world",
|
23 |
+
"india": "india",
|
24 |
"finance": "finance business economy",
|
25 |
+
"sports": "sports",
|
26 |
+
"entertainment": "entertainment celebrity",
|
27 |
}
|
28 |
|
29 |
_ARTICLES_PER_CAT = 5
|
30 |
_SUMMARY_TOKENS = 120
|
31 |
_REDIS_TTL_SECONDS = 24 * 3600
|
32 |
+
_REQ_TIMEOUT = 10
|
33 |
+
_MIN_BODY_LENGTH = 120
|
|
|
|
|
|
|
34 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
35 |
_bp_extractor = extractors.ArticleExtractor()
|
36 |
+
_HEADERS = {"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64)"}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
37 |
|
38 |
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
39 |
+
# HELPERS
|
40 |
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
41 |
|
42 |
+
def _gnews_url(query: str, max_res: int = 10) -> str:
|
43 |
+
q = requests.utils.quote(query)
|
44 |
+
return (
|
45 |
+
"https://gnews.io/api/v4/search?" # paid plans allow /top-headlines but /search works on free
|
46 |
+
f"q={q}&lang=en&max={max_res}&token={GNEWS_API_KEY}"
|
47 |
+
)
|
48 |
|
49 |
|
50 |
def _extract_fulltext(url: str) -> str:
|
51 |
try:
|
52 |
+
html = requests.get(url, headers=_HEADERS, timeout=_REQ_TIMEOUT, allow_redirects=True).text
|
53 |
+
return _bp_extractor.get_content(html) or ""
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
54 |
except Exception as e:
|
55 |
print(f"[SCRAPE ERR] {url}: {e}")
|
56 |
return ""
|
57 |
|
58 |
|
59 |
def _fetch_articles(query: str, wanted: int) -> List[dict]:
|
60 |
+
url = _gnews_url(query, max_res=wanted * 2) # fetch extra to account for skips
|
61 |
try:
|
62 |
+
data = requests.get(url, timeout=_REQ_TIMEOUT).json()
|
63 |
except Exception as e:
|
64 |
+
print(f"[GNEWS ERR] {query}: {e}")
|
65 |
return []
|
66 |
|
67 |
collected: List[dict] = []
|
68 |
+
seen_urls: set[str] = set()
|
69 |
|
70 |
+
for item in data.get("articles", []):
|
71 |
+
link = item.get("url")
|
72 |
+
if not link or link in seen_urls:
|
73 |
continue
|
74 |
+
seen_urls.add(link)
|
75 |
|
76 |
body = _extract_fulltext(link)
|
77 |
if len(body) < _MIN_BODY_LENGTH:
|
78 |
+
continue
|
79 |
|
80 |
collected.append({
|
81 |
+
"title": item.get("title"),
|
82 |
"url": link,
|
83 |
"content": body,
|
84 |
+
"pubDate": item.get("publishedAt"),
|
85 |
+
"image": item.get("image"),
|
86 |
+
"source_snippet": item.get("description", ""),
|
87 |
})
|
88 |
if len(collected) >= wanted:
|
89 |
break
|
|
|
95 |
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
96 |
_RE_PROMPT_ECHO = re.compile(r"(you are.*?article[:\n]+)", re.IGNORECASE | re.DOTALL)
|
97 |
|
|
|
98 |
def _summarise(text: str) -> str:
|
99 |
prompt = (
|
100 |
"You are a concise news assistant. Summarise the following article "
|
|
|
116 |
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
117 |
|
118 |
def generate_and_store_headlines(today: str | None = None) -> Dict[str, List[dict]]:
|
119 |
+
"""Fetch, summarise, and cache headlines via GNews API."""
|
120 |
date_str = today or _dt.datetime.utcnow().strftime("%Y-%m-%d")
|
121 |
all_results: Dict[str, List[dict]] = {}
|
122 |
|
requirements.txt
CHANGED
@@ -8,6 +8,3 @@ accelerate
|
|
8 |
torch
|
9 |
huggingface_hub
|
10 |
boilerpy3==1.0.6
|
11 |
-
feedparser
|
12 |
-
newspaper3k
|
13 |
-
nltk
|
|
|
8 |
torch
|
9 |
huggingface_hub
|
10 |
boilerpy3==1.0.6
|
|
|
|
|
|