chatgpt initial mit Versionierung
This commit is contained in:
parent
566d781755
commit
18b177a58d
|
|
@ -0,0 +1,183 @@
|
||||||
|
#!/usr/bin/env python3
|
||||||
|
import requests
|
||||||
|
import json
|
||||||
|
import hashlib
|
||||||
|
from datetime import datetime
|
||||||
|
from bs4 import BeautifulSoup
|
||||||
|
|
||||||
|
from sqlalchemy import create_engine, Column, Integer, String, Float, DateTime, ForeignKey, Text
|
||||||
|
from sqlalchemy.ext.declarative import declarative_base
|
||||||
|
from sqlalchemy.orm import sessionmaker, relationship
|
||||||
|
|
||||||
|
# Basis-Klasse für SQLAlchemy-Modelle
|
||||||
|
Base = declarative_base()
|
||||||
|
|
||||||
|
# Tabelle für das Bundle (statische Identifikation)
|
||||||
|
class Bundle(Base):
|
||||||
|
__tablename__ = 'bundles'
|
||||||
|
id = Column(Integer, primary_key=True)
|
||||||
|
machine_name = Column(String, unique=True) # z. B. "linuxfrombeginnertoprofessionaloreilly_bookbundle"
|
||||||
|
human_name = Column(String)
|
||||||
|
current_version_id = Column(Integer, ForeignKey('bundle_versions.id'))
|
||||||
|
|
||||||
|
# Beziehung zur aktuellen Version
|
||||||
|
current_version = relationship("BundleVersion", uselist=False, foreign_keys=[current_version_id])
|
||||||
|
# Alle Versionen (historisch)
|
||||||
|
versions = relationship("BundleVersion", back_populates="bundle", foreign_keys='BundleVersion.bundle_id')
|
||||||
|
# Verkaufshistorie
|
||||||
|
sales_history = relationship("BundleSalesHistory", back_populates="bundle")
|
||||||
|
|
||||||
|
# Tabelle für Versionen eines Bundles
|
||||||
|
class BundleVersion(Base):
|
||||||
|
__tablename__ = 'bundle_versions'
|
||||||
|
id = Column(Integer, primary_key=True)
|
||||||
|
bundle_id = Column(Integer, ForeignKey('bundles.id'))
|
||||||
|
version_hash = Column(String) # SHA-256 Hash der relevanten Daten
|
||||||
|
version_data = Column(Text) # Alle relevanten Bundle-Daten als JSON-String
|
||||||
|
timestamp = Column(DateTime, default=datetime.utcnow)
|
||||||
|
|
||||||
|
bundle = relationship("Bundle", back_populates="versions")
|
||||||
|
|
||||||
|
# Tabelle für Verkaufshistorie (zur zeitlichen Analyse der Verkaufszahlen)
|
||||||
|
class BundleSalesHistory(Base):
|
||||||
|
__tablename__ = 'bundle_sales_history'
|
||||||
|
id = Column(Integer, primary_key=True)
|
||||||
|
bundle_id = Column(Integer, ForeignKey('bundles.id'))
|
||||||
|
bundles_sold = Column(Float)
|
||||||
|
timestamp = Column(DateTime, default=datetime.utcnow)
|
||||||
|
|
||||||
|
bundle = relationship("Bundle", back_populates="sales_history")
|
||||||
|
|
||||||
|
def calculate_hash(data: dict) -> str:
|
||||||
|
"""
|
||||||
|
Berechnet einen SHA-256 Hash aus dem JSON-String der relevanten Daten.
|
||||||
|
"""
|
||||||
|
json_string = json.dumps(data, sort_keys=True, ensure_ascii=False)
|
||||||
|
return hashlib.sha256(json_string.encode('utf-8')).hexdigest()
|
||||||
|
|
||||||
|
def fetch_bundle_data(url: str) -> dict:
|
||||||
|
"""
|
||||||
|
Ruft die Bundle-Detailseite ab und extrahiert den JSON-Inhalt aus dem <script>-Tag mit der ID "webpack-bundle-page-data".
|
||||||
|
"""
|
||||||
|
response = requests.get(url)
|
||||||
|
response.raise_for_status()
|
||||||
|
soup = BeautifulSoup(response.text, "html.parser")
|
||||||
|
script_tag = soup.find("script", {"id": "webpack-bundle-page-data", "type": "application/json"})
|
||||||
|
if not script_tag:
|
||||||
|
raise ValueError("Kein JSON-Datenblock gefunden auf der Detailseite!")
|
||||||
|
return json.loads(script_tag.string)
|
||||||
|
|
||||||
|
def process_bundle(session, url: str):
|
||||||
|
"""
|
||||||
|
Verarbeitet ein einzelnes Bundle:
|
||||||
|
- Lädt die Detailseite und extrahiert den JSON-Datensatz
|
||||||
|
- Berechnet einen Hash des relevanten Datenbereichs (hier: bundleData)
|
||||||
|
- Vergleicht mit der letzten Version in der DB und speichert bei Änderung eine neue Version
|
||||||
|
- Speichert Verkaufszahlen in einer separaten Tabelle
|
||||||
|
"""
|
||||||
|
try:
|
||||||
|
data = fetch_bundle_data(url)
|
||||||
|
except Exception as e:
|
||||||
|
print(f"Fehler beim Laden der Bundle-Daten von {url}: {e}")
|
||||||
|
return
|
||||||
|
|
||||||
|
bundle_data = data.get("bundleData", {})
|
||||||
|
machine_name = bundle_data.get("machine_name", "")
|
||||||
|
human_name = bundle_data.get("human_name", "")
|
||||||
|
|
||||||
|
# Definiere den relevanten Datenausschnitt; hier nehmen wir das gesamte bundleData
|
||||||
|
relevant_data = bundle_data
|
||||||
|
new_hash = calculate_hash(relevant_data)
|
||||||
|
|
||||||
|
# Suche, ob das Bundle bereits existiert (über machine_name)
|
||||||
|
bundle = session.query(Bundle).filter_by(machine_name=machine_name).first()
|
||||||
|
if not bundle:
|
||||||
|
bundle = Bundle(machine_name=machine_name, human_name=human_name)
|
||||||
|
session.add(bundle)
|
||||||
|
session.commit()
|
||||||
|
|
||||||
|
# Hole die aktuellste Version (nach timestamp sortiert)
|
||||||
|
latest_version = (session.query(BundleVersion)
|
||||||
|
.filter_by(bundle_id=bundle.id)
|
||||||
|
.order_by(BundleVersion.timestamp.desc())
|
||||||
|
.first())
|
||||||
|
|
||||||
|
# Wenn es noch keine Version gibt oder der Hash sich geändert hat, speichere eine neue Version
|
||||||
|
if latest_version is None or latest_version.version_hash != new_hash:
|
||||||
|
new_version = BundleVersion(
|
||||||
|
bundle_id=bundle.id,
|
||||||
|
version_hash=new_hash,
|
||||||
|
version_data=json.dumps(relevant_data, sort_keys=True, ensure_ascii=False)
|
||||||
|
)
|
||||||
|
session.add(new_version)
|
||||||
|
session.commit()
|
||||||
|
bundle.current_version_id = new_version.id
|
||||||
|
session.commit()
|
||||||
|
print(f"Neue Version für Bundle '{human_name}' gespeichert.")
|
||||||
|
else:
|
||||||
|
print(f"Bundle '{human_name}' hat sich nicht geändert.")
|
||||||
|
|
||||||
|
# Verkaufszahlen extrahieren – Annahme: Verkaufszahlen stehen unter "bundles_sold|decimal" entweder direkt in bundleData oder in basic_data
|
||||||
|
bundles_sold = bundle_data.get("bundles_sold|decimal", None)
|
||||||
|
if bundles_sold is None:
|
||||||
|
bundles_sold = bundle_data.get("basic_data", {}).get("bundles_sold|decimal", None)
|
||||||
|
if bundles_sold is not None:
|
||||||
|
try:
|
||||||
|
sales_value = float(bundles_sold)
|
||||||
|
sales_entry = BundleSalesHistory(
|
||||||
|
bundle_id=bundle.id,
|
||||||
|
bundles_sold=sales_value
|
||||||
|
)
|
||||||
|
session.add(sales_entry)
|
||||||
|
session.commit()
|
||||||
|
print(f"Verkaufszahlen für Bundle '{human_name}' aktualisiert: {sales_value}")
|
||||||
|
except Exception as e:
|
||||||
|
print(f"Fehler beim Speichern der Verkaufszahlen für {human_name}: {e}")
|
||||||
|
|
||||||
|
def get_bundle_urls(overview_url: str) -> list:
|
||||||
|
"""
|
||||||
|
Ruft die Übersichtsseite ab und extrahiert alle Bundle-URLs.
|
||||||
|
Hier wird angenommen, dass Bundle-Links in <a>-Tags mit der CSS-Klasse "bundle-link" stehen.
|
||||||
|
Passe den Selektor ggf. an die tatsächliche Seitenstruktur an.
|
||||||
|
"""
|
||||||
|
response = requests.get(overview_url)
|
||||||
|
response.raise_for_status()
|
||||||
|
soup = BeautifulSoup(response.text, "html.parser")
|
||||||
|
bundle_urls = []
|
||||||
|
# Beispiel: Alle <a>-Tags mit class="bundle-link"
|
||||||
|
for a in soup.find_all("a", class_="bundle-link"):
|
||||||
|
href = a.get("href")
|
||||||
|
if href:
|
||||||
|
full_url = requests.compat.urljoin(overview_url, href)
|
||||||
|
bundle_urls.append(full_url)
|
||||||
|
return bundle_urls
|
||||||
|
|
||||||
|
def main():
|
||||||
|
# Datenbank-Verbindung (hier SQLite)
|
||||||
|
engine = create_engine('sqlite:///bundles.db')
|
||||||
|
Base.metadata.create_all(engine)
|
||||||
|
Session = sessionmaker(bind=engine)
|
||||||
|
session = Session()
|
||||||
|
|
||||||
|
# URL der Übersichtsseite, von der alle Bundles erfasst werden sollen
|
||||||
|
overview_url = "https://www.humblebundle.com/bundles"
|
||||||
|
|
||||||
|
try:
|
||||||
|
bundle_urls = get_bundle_urls(overview_url)
|
||||||
|
if not bundle_urls:
|
||||||
|
print("Keine Bundle-URLs gefunden! Überprüfe den CSS-Selektor in get_bundle_urls().")
|
||||||
|
return
|
||||||
|
except Exception as e:
|
||||||
|
print(f"Fehler beim Abrufen der Übersichtseite: {e}")
|
||||||
|
return
|
||||||
|
|
||||||
|
# Iteriere über alle gefundenen Bundle-URLs und verarbeite jedes Bundle
|
||||||
|
for url in bundle_urls:
|
||||||
|
print(f"Verarbeite Bundle: {url}")
|
||||||
|
try:
|
||||||
|
process_bundle(session, url)
|
||||||
|
except Exception as e:
|
||||||
|
print(f"Fehler beim Verarbeiten von {url}: {e}")
|
||||||
|
|
||||||
|
if __name__ == "__main__":
|
||||||
|
main()
|
||||||
Loading…
Reference in New Issue