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import copy
import math
from itertools import zip_longest
import re
import threading
import time
from concurrent.futures import ThreadPoolExecutor
from datetime import timezone
from email.utils import parsedate_to_datetime
from urllib.parse import urlsplit
import requests
from defusedxml import ElementTree as ET
UA = {"User-Agent": "lg-c2/0.4"}
TIMEOUT = 6
RETRY_DELAY = 60
MAX_RSS_BYTES = 2_000_000
NEWS_FEEDS = [
("CoinDesk", "https://www.coindesk.com/arc/outboundfeeds/rss/"),
("Cointelegraph", "https://cointelegraph.com/rss"),
("Decrypt", "https://decrypt.co/feed"),
]
SOURCE_URLS = {
"fng": "https://api.alternative.me/fng/?limit=1",
"gecko": "https://api.coingecko.com/api/v3/simple/price?ids=bitcoin&vs_currencies=usd&include_24hr_change=true",
"dom": "https://api.coingecko.com/api/v3/global",
"spot": "https://api.coinbase.com/v2/prices/BTC-USD/spot",
}
BULL = {"surge", "rally", "soar", "gain", "record", "approve", "adopt", "inflow", "bullish", "breakout"}
BEAR = {"crash", "plunge", "drop", "hack", "ban", "lawsuit", "outflow", "bearish", "liquidation", "fraud", "fear"}
def _clean(text, limit=180):
text = re.sub(r"[^\w\s\.,:;!?'\"%$€£()\-–/+]", "", text or "")
return re.sub(r"\s+", " ", text).strip()[:limit]
def _safe_url(value):
try:
parts = urlsplit(value.strip())
if parts.scheme not in ("http", "https") or not parts.hostname or parts.username or parts.password:
return None
if len(value) > 1000:
return None
return value.strip()
except (ValueError, AttributeError):
return None
def news_sentiment(items):
bull = bear = 0
for item in items:
words = set(re.findall(r"[a-z\-]+", item["title"].lower()))
b, s = len(words & BULL), len(words & BEAR)
bull += int(b > s)
bear += int(s > b)
total = bull + bear
return ((bull - bear) / total if total else 0.0), bull, bear
def _json(url):
response = requests.get(url, headers=UA, timeout=TIMEOUT)
try:
response.raise_for_status()
return response.json()
finally:
response.close()
def _number(value, minimum=None, maximum=None):
if isinstance(value, bool):
raise ValueError('Invalid numeric provider value')
number = float(value)
if not math.isfinite(number) or (minimum is not None and number < minimum) or (maximum is not None and number > maximum):
raise ValueError('Invalid numeric provider value')
return number
def _fetch_fng():
item = _json(SOURCE_URLS["fng"])["data"][0]
value = _number(item["value"], 0, 100)
if not value.is_integer():
raise ValueError("Invalid sentiment index")
return {"value": int(value), "label": _clean(str(item["value_classification"]), 40)}
def _fetch_gecko():
item = _json(SOURCE_URLS["gecko"])["bitcoin"]
return {"price": _number(item["usd"], 1e-12), "change_24h": _number(item.get("usd_24h_change") or 0.0)}
def _fetch_dominance():
return _number(_json(SOURCE_URLS["dom"])["data"]["market_cap_percentage"]["btc"], 0, 100)
def _fetch_spot():
return _number(_json(SOURCE_URLS["spot"])["data"]["amount"], 1e-12)
def _child(element, name):
return next((child for child in element if child.tag.rsplit("}", 1)[-1] == name), None)
def _published(value):
try:
date = parsedate_to_datetime(value)
if date.tzinfo is None:
date = date.replace(tzinfo=timezone.utc)
return date.astimezone(timezone.utc).isoformat()
except (TypeError, ValueError, OverflowError):
# Retain an explicit unknown date instead of inventing one.
return None
def _parse_feed(data, source, feed_url):
root = ET.fromstring(data, forbid_dtd=True, forbid_entities=True, forbid_external=True)
items = []
for element in root.iter():
if element.tag.rsplit("}", 1)[-1] not in ("item", "entry"):
continue
title_node, link_node = _child(element, "title"), _child(element, "link")
title = _clean(title_node.text if title_node is not None else "")
url = _safe_url((link_node.get("href") or link_node.text or "") if link_node is not None else "")
if not title or not url:
continue
date_node = _child(element, "pubDate")
items.append({"source": source, "title": title, "url": url,
"feed_url": feed_url,
"published_at": _published(date_node.text) if date_node is not None else None})
if len(items) >= 8:
break
return items
def _fetch_feed(source, url):
response = requests.get(url, headers=UA, timeout=(3, TIMEOUT), stream=True)
try:
response.raise_for_status()
size = 0
chunks = []
started = time.monotonic()
for chunk in response.iter_content(chunk_size=4096):
size += len(chunk)
if size > MAX_RSS_BYTES or time.monotonic() - started > 12:
raise ValueError("RSS size or read-time limit")
chunks.append(chunk)
return _parse_feed(b"".join(chunks), source, url)
finally:
response.close()
def _fetch_news():
items, seen, groups = [], set(), []
# Concurrent reads, then round-robin selection to retain source diversity.
with ThreadPoolExecutor(max_workers=len(NEWS_FEEDS)) as executor:
futures = [executor.submit(_fetch_feed, source, url) for source, url in NEWS_FEEDS]
for future in futures:
try:
groups.append(future.result())
except Exception:
groups.append([])
for row in zip_longest(*groups):
for item in row:
if item is None:
continue
key = item["title"].casefold()
if key not in seen:
seen.add(key)
items.append(item)
if not items:
raise RuntimeError("RSS unavailable")
return items
JOBS = {"fng": (900, _fetch_fng), "gecko": (180, _fetch_gecko),
"dom": (900, _fetch_dominance), "spot": (30, _fetch_spot),
"news": (300, _fetch_news)}
class WebIntel:
def __init__(self, jobs=None, clock=None):
self._lock = threading.Lock()
self._cache, self._next_try, self.ok = {}, {}, {}
self.jobs = JOBS if jobs is None else jobs
self.clock = clock or time.time
def _get(self, name, ttl, fn):
now = self.clock()
with self._lock:
ts, value = self._cache.get(name, (0.0, None))
next_try = self._next_try.get(name, 0.0)
if now < next_try or (value is not None and now - ts < ttl):
return value
try:
value = fn()
except Exception:
with self._lock:
self._next_try[name] = self.clock() + RETRY_DELAY
self.ok[name] = False
return None
with self._lock:
self._cache[name] = (self.clock(), value)
self._next_try[name] = 0.0
self.ok[name] = True
return value
def snapshot(self):
with ThreadPoolExecutor(max_workers=max(1, len(self.jobs))) as executor:
futures = [executor.submit(self._get, key, ttl, fn) for key, (ttl, fn) in self.jobs.items()]
for future in futures:
future.result()
now = self.clock()
with self._lock:
cache, status = copy.deepcopy(self._cache), dict(self.ok)
metadata, values = {}, {}
for key, (ttl, _) in self.jobs.items():
ts, value = cache.get(key, (None, None))
age = max(0.0, now - ts) if ts is not None else None
fresh = value is not None and status.get(key, False) and age is not None and age < ttl
metadata[key] = {"ok": status.get(key, False), "fresh": bool(fresh),
"fetched_at": ts, "age_seconds": age,
"source_url": SOURCE_URLS.get(key)}
values[key] = value if fresh else None
fng, gecko, dom, spot = (values.get(key) for key in ("fng", "gecko", "dom", "spot"))
news = (values.get("news") or [])[:5]
score, bull, bear = news_sentiment(news)
parts, bits = [], []
if fng:
parts.append((.4, (fng["value"] - 50) / 50))
bits.append(f"F&G {fng['value']} ({fng['label']})")
if news:
parts.append((.35, score)); bits.append(f"news {score:+.2f} ({bull}↑/{bear}↓)")
if gecko:
parts.append((.25, max(-1., min(1., gecko["change_24h"] / 5))))
bits.append(f"24h {gecko['change_24h']:+.1f}%")
if dom is not None:
bits.append(f"dom. BTC {dom:.1f}%")
weight = sum(w for w, _ in parts)
fresh_count = sum(int(item["fresh"]) for item in metadata.values())
return {"available": fresh_count > 0, "retrieved_at": now,
"status": "available" if fresh_count == len(self.jobs) and fresh_count else "partial" if fresh_count else "unavailable",
"fng": fng, "gecko": gecko, "dominance": dom, "spot": spot,
"headlines": news, "news_score": score, "bull": bull, "bear": bear,
"composite": sum(w * v for w, v in parts) / weight if weight else 0.,
"line": " | ".join(bits) or "web indisponible",
"sources_ok": status, "source_status": metadata}
@staticmethod
def price_gap(price, web):
spot = (web or {}).get("spot")
return abs(spot - price) / price if spot and price and price > 0 else None
WEB = WebIntel()
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