195 lines
6.6 KiB
Python
195 lines
6.6 KiB
Python
"""
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Search Analytics Models für Performance Tracking
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"""
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from django.db import models
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from django.contrib.auth.models import User
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from django.utils import timezone
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class SearchAnalytics(models.Model):
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"""Search Analytics für Performance Tracking"""
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query = models.CharField(max_length=255)
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user = models.ForeignKey(User, on_delete=models.SET_NULL, null=True, blank=True)
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result_count = models.IntegerField(default=0)
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ip_address = models.GenericIPAddressField(null=True, blank=True)
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user_agent = models.TextField(blank=True)
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created_at = models.DateTimeField(auto_now_add=True)
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class Meta:
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ordering = ['-created_at']
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verbose_name = 'Search Analytics'
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verbose_name_plural = 'Search Analytics'
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def __str__(self):
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return f"{self.query} - {self.result_count} results"
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class SearchSuggestion(models.Model):
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"""Search Suggestions für Auto-Complete"""
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SUGGESTION_TYPE_CHOICES = [
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('product', 'Produkt'),
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('auction', 'Auktion'),
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('category', 'Kategorie'),
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('tag', 'Tag'),
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]
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query = models.CharField(max_length=255)
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suggestion_type = models.CharField(max_length=20, choices=SUGGESTION_TYPE_CHOICES)
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suggestion_text = models.CharField(max_length=255)
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url = models.URLField(blank=True)
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use_count = models.IntegerField(default=0)
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is_active = models.BooleanField(default=True)
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created_at = models.DateTimeField(auto_now_add=True)
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class Meta:
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ordering = ['-use_count', 'suggestion_text']
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verbose_name = 'Search Suggestion'
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verbose_name_plural = 'Search Suggestions'
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unique_together = ['query', 'suggestion_text']
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def __str__(self):
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return f"{self.query} -> {self.suggestion_text}"
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def increment_use_count(self):
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"""Verwendungszähler erhöhen"""
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self.use_count += 1
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self.save(update_fields=['use_count'])
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class SearchSynonym(models.Model):
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"""Search Synonyms für bessere Suchergebnisse"""
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primary_term = models.CharField(max_length=100)
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synonym_terms = models.TextField(help_text="Komma-getrennte Synonyme")
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language = models.CharField(max_length=10, default='de')
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is_active = models.BooleanField(default=True)
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created_at = models.DateTimeField(auto_now_add=True)
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class Meta:
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ordering = ['primary_term']
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verbose_name = 'Search Synonym'
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verbose_name_plural = 'Search Synonyms'
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unique_together = ['primary_term', 'language']
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def __str__(self):
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return f"{self.primary_term} ({self.language})"
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def get_synonyms_list(self):
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"""Synonyme als Liste zurückgeben"""
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return [term.strip() for term in self.synonym_terms.split(',') if term.strip()]
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class SearchTrend(models.Model):
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"""Search Trends für Analytics"""
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date = models.DateField()
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total_searches = models.IntegerField(default=0)
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unique_users = models.IntegerField(default=0)
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avg_results = models.FloatField(default=0)
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popular_queries = models.JSONField(default=list)
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search_success_rate = models.FloatField(default=0) # % der Suchen mit Ergebnissen
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class Meta:
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unique_together = ['date']
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verbose_name = 'Search Trend'
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verbose_name_plural = 'Search Trends'
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def __str__(self):
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return f"Search Trends - {self.date}"
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@classmethod
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def get_or_create_today(cls):
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"""Heutige Trends erstellen oder abrufen"""
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today = timezone.now().date()
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trend, created = cls.objects.get_or_create(date=today)
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return trend
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def update_trends(self):
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"""Trends basierend auf Analytics aktualisieren"""
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from django.db.models import Count, Avg
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# Get today's analytics
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today_analytics = SearchAnalytics.objects.filter(
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created_at__date=self.date
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)
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self.total_searches = today_analytics.count()
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self.unique_users = today_analytics.values('user').distinct().count()
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if self.total_searches > 0:
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self.avg_results = today_analytics.aggregate(
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avg=Avg('result_count')
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)['avg'] or 0
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# Popular queries
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popular = today_analytics.values('query').annotate(
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count=Count('id')
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).order_by('-count')[:10]
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self.popular_queries = [
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{'query': item['query'], 'count': item['count']}
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for item in popular
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]
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# Success rate (searches with results)
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successful_searches = today_analytics.filter(result_count__gt=0).count()
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self.search_success_rate = (successful_searches / self.total_searches) * 100
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self.save()
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class SearchIndex(models.Model):
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"""Search Index Status Tracking"""
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INDEX_STATUS_CHOICES = [
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('building', 'Wird erstellt'),
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('updating', 'Wird aktualisiert'),
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('ready', 'Bereit'),
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('error', 'Fehler'),
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]
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index_name = models.CharField(max_length=100, unique=True)
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status = models.CharField(max_length=20, choices=INDEX_STATUS_CHOICES, default='ready')
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last_build = models.DateTimeField(null=True, blank=True)
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document_count = models.IntegerField(default=0)
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index_size = models.BigIntegerField(default=0) # in bytes
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error_message = models.TextField(blank=True)
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created_at = models.DateTimeField(auto_now_add=True)
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updated_at = models.DateTimeField(auto_now=True)
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class Meta:
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ordering = ['index_name']
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verbose_name = 'Search Index'
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verbose_name_plural = 'Search Indexes'
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def __str__(self):
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return f"{self.index_name} - {self.get_status_display()}"
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@classmethod
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def get_or_create_index(cls, name):
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"""Index erstellen oder abrufen"""
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index, created = cls.objects.get_or_create(index_name=name)
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return index
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def mark_building(self):
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"""Index als im Aufbau markieren"""
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self.status = 'building'
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self.save(update_fields=['status'])
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def mark_ready(self, document_count=0, index_size=0):
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"""Index als bereit markieren"""
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self.status = 'ready'
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self.last_build = timezone.now()
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self.document_count = document_count
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self.index_size = index_size
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self.error_message = ''
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self.save()
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def mark_error(self, error_message):
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"""Index als fehlerhaft markieren"""
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self.status = 'error'
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self.error_message = error_message
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self.save(update_fields=['status', 'error_message']) |