- Added AIModelConfig model to manage AI model configurations in the database. - Created serializers and views for AI model configurations, enabling read-only access via REST API. - Implemented filtering capabilities for model type, provider, and default status in the API. - Seeded initial data for text and image models, including pricing and capabilities. - Updated Django Admin interface for managing AI models with enhanced features and bulk actions. - Added validation methods for model and image size checks. - Comprehensive migration created to establish the AIModelConfig model and seed initial data. - Documented implementation and validation results in summary and report files.
925 lines
32 KiB
Python
925 lines
32 KiB
Python
"""
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Billing Models for Credit System
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"""
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from decimal import Decimal
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from django.db import models
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from django.core.validators import MinValueValidator
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from django.conf import settings
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from igny8_core.auth.models import AccountBaseModel
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from simple_history.models import HistoricalRecords
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# Centralized payment method choices - single source of truth
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PAYMENT_METHOD_CHOICES = [
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('stripe', 'Stripe (Credit/Debit Card)'),
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('paypal', 'PayPal'),
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('bank_transfer', 'Bank Transfer (Manual)'),
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('local_wallet', 'Local Wallet (Manual)'),
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('manual', 'Manual Payment'),
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]
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class CreditTransaction(AccountBaseModel):
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"""Track all credit transactions (additions, deductions)"""
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TRANSACTION_TYPE_CHOICES = [
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('purchase', 'Purchase'),
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('subscription', 'Subscription Renewal'),
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('refund', 'Refund'),
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('deduction', 'Usage Deduction'),
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('adjustment', 'Manual Adjustment'),
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]
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transaction_type = models.CharField(max_length=20, choices=TRANSACTION_TYPE_CHOICES, db_index=True)
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amount = models.IntegerField(help_text="Positive for additions, negative for deductions")
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balance_after = models.IntegerField(help_text="Credit balance after this transaction")
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description = models.CharField(max_length=255)
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metadata = models.JSONField(default=dict, help_text="Additional context (AI call details, etc.)")
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# Payment FK - preferred over reference_id string
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payment = models.ForeignKey(
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'billing.Payment',
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on_delete=models.SET_NULL,
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null=True,
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blank=True,
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related_name='credit_transactions',
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help_text='Payment that triggered this credit transaction'
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)
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# Deprecated: Use payment FK instead
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reference_id = models.CharField(
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max_length=255,
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blank=True,
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help_text="DEPRECATED: Use payment FK. Legacy reference (e.g., payment id, invoice id)"
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)
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created_at = models.DateTimeField(auto_now_add=True)
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class Meta:
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app_label = 'billing'
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db_table = 'igny8_credit_transactions'
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ordering = ['-created_at']
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indexes = [
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models.Index(fields=['account', 'transaction_type']),
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models.Index(fields=['account', 'created_at']),
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]
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def __str__(self):
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account = getattr(self, 'account', None)
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return f"{self.get_transaction_type_display()} - {self.amount} credits - {account.name if account else 'No Account'}"
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class CreditUsageLog(AccountBaseModel):
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"""Detailed log of credit usage per AI operation"""
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OPERATION_TYPE_CHOICES = [
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('clustering', 'Keyword Clustering'),
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('idea_generation', 'Content Ideas Generation'),
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('content_generation', 'Content Generation'),
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('image_generation', 'Image Generation'),
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('reparse', 'Content Reparse'),
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('ideas', 'Content Ideas Generation'), # Legacy
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('content', 'Content Generation'), # Legacy
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('images', 'Image Generation'), # Legacy
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]
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operation_type = models.CharField(max_length=50, choices=OPERATION_TYPE_CHOICES, db_index=True)
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credits_used = models.IntegerField(validators=[MinValueValidator(0)])
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cost_usd = models.DecimalField(max_digits=10, decimal_places=4, null=True, blank=True)
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model_used = models.CharField(max_length=100, blank=True)
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tokens_input = models.IntegerField(null=True, blank=True, validators=[MinValueValidator(0)])
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tokens_output = models.IntegerField(null=True, blank=True, validators=[MinValueValidator(0)])
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related_object_type = models.CharField(max_length=50, blank=True) # 'keyword', 'cluster', 'task'
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related_object_id = models.IntegerField(null=True, blank=True)
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metadata = models.JSONField(default=dict)
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created_at = models.DateTimeField(auto_now_add=True)
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class Meta:
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app_label = 'billing'
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db_table = 'igny8_credit_usage_logs'
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ordering = ['-created_at']
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indexes = [
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models.Index(fields=['account', 'operation_type']),
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models.Index(fields=['account', 'created_at']),
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models.Index(fields=['account', 'operation_type', 'created_at']),
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]
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def __str__(self):
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account = getattr(self, 'account', None)
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return f"{self.get_operation_type_display()} - {self.credits_used} credits - {account.name if account else 'No Account'}"
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class CreditCostConfig(models.Model):
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"""
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Token-based credit pricing configuration.
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ALL operations use token-to-credit conversion.
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"""
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# Operation identification
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operation_type = models.CharField(
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max_length=50,
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unique=True,
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choices=CreditUsageLog.OPERATION_TYPE_CHOICES,
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help_text="AI operation type"
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)
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# Token-to-credit ratio (tokens per 1 credit)
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tokens_per_credit = models.IntegerField(
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default=100,
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validators=[MinValueValidator(1)],
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help_text="Number of tokens that equal 1 credit (e.g., 100 tokens = 1 credit)"
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)
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# Minimum credits (for very small token usage)
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min_credits = models.IntegerField(
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default=1,
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validators=[MinValueValidator(0)],
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help_text="Minimum credits to charge regardless of token usage"
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)
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# Price per credit (for revenue reporting)
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price_per_credit_usd = models.DecimalField(
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max_digits=10,
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decimal_places=4,
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default=Decimal('0.01'),
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validators=[MinValueValidator(Decimal('0.0001'))],
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help_text="USD price per credit (for revenue reporting)"
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)
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# Metadata
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display_name = models.CharField(max_length=100, help_text="Human-readable name")
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description = models.TextField(blank=True, help_text="What this operation does")
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# Status
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is_active = models.BooleanField(default=True, help_text="Enable/disable this operation")
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# Audit fields
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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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updated_by = models.ForeignKey(
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settings.AUTH_USER_MODEL,
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null=True,
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blank=True,
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on_delete=models.SET_NULL,
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related_name='credit_cost_updates',
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help_text="Admin who last updated"
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)
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# Change tracking
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previous_tokens_per_credit = models.IntegerField(
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null=True,
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blank=True,
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help_text="Tokens per credit before last update (for audit trail)"
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)
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# History tracking
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history = HistoricalRecords()
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class Meta:
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app_label = 'billing'
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db_table = 'igny8_credit_cost_config'
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verbose_name = 'Credit Cost Configuration'
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verbose_name_plural = 'Credit Cost Configurations'
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ordering = ['operation_type']
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def __str__(self):
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return f"{self.display_name} - {self.tokens_per_credit} tokens/credit"
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def save(self, *args, **kwargs):
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# Track token ratio changes
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if self.pk:
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try:
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old = CreditCostConfig.objects.get(pk=self.pk)
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if old.tokens_per_credit != self.tokens_per_credit:
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self.previous_tokens_per_credit = old.tokens_per_credit
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except CreditCostConfig.DoesNotExist:
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pass
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super().save(*args, **kwargs)
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class BillingConfiguration(models.Model):
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"""
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System-wide billing configuration (Singleton).
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Global settings for token-credit pricing.
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"""
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# Default token-to-credit ratio
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default_tokens_per_credit = models.IntegerField(
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default=100,
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validators=[MinValueValidator(1)],
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help_text="Default: How many tokens equal 1 credit (e.g., 100)"
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)
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# Credit pricing
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default_credit_price_usd = models.DecimalField(
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max_digits=10,
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decimal_places=4,
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default=Decimal('0.01'),
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validators=[MinValueValidator(Decimal('0.0001'))],
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help_text="Default price per credit in USD"
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)
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# Reporting settings
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enable_token_based_reporting = models.BooleanField(
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default=True,
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help_text="Show token metrics in all reports"
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)
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# Rounding settings
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ROUNDING_CHOICES = [
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('up', 'Round Up'),
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('down', 'Round Down'),
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('nearest', 'Round to Nearest'),
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]
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credit_rounding_mode = models.CharField(
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max_length=10,
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default='up',
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choices=ROUNDING_CHOICES,
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help_text="How to round fractional credits"
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)
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# Audit fields
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updated_at = models.DateTimeField(auto_now=True)
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updated_by = models.ForeignKey(
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settings.AUTH_USER_MODEL,
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on_delete=models.SET_NULL,
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null=True,
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blank=True,
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help_text="Admin who last updated"
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)
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class Meta:
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app_label = 'billing'
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db_table = 'igny8_billing_configuration'
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verbose_name = 'Billing Configuration'
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verbose_name_plural = 'Billing Configuration'
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def save(self, *args, **kwargs):
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"""Enforce singleton pattern"""
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self.pk = 1
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super().save(*args, **kwargs)
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@classmethod
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def get_config(cls):
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"""Get or create the singleton config"""
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config, created = cls.objects.get_or_create(pk=1)
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return config
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def __str__(self):
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return f"Billing Configuration (1 credit = {self.default_tokens_per_credit} tokens)"
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class PlanLimitUsage(AccountBaseModel):
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"""
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Track monthly usage of plan limits (ideas, words, images, prompts)
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Resets at start of each billing period
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"""
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LIMIT_TYPE_CHOICES = [
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('content_ideas', 'Content Ideas'),
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('content_words', 'Content Words'),
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('images_basic', 'Basic Images'),
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('images_premium', 'Premium Images'),
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('image_prompts', 'Image Prompts'),
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]
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limit_type = models.CharField(
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max_length=50,
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choices=LIMIT_TYPE_CHOICES,
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db_index=True,
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help_text="Type of limit being tracked"
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)
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amount_used = models.IntegerField(
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default=0,
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validators=[MinValueValidator(0)],
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help_text="Amount used in current period"
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)
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# Billing period tracking
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period_start = models.DateField(
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help_text="Start date of billing period"
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)
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period_end = models.DateField(
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help_text="End date of billing period"
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)
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# Metadata
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metadata = models.JSONField(
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default=dict,
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blank=True,
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help_text="Additional tracking data (e.g., breakdown by site)"
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)
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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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app_label = 'billing'
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db_table = 'igny8_plan_limit_usage'
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verbose_name = 'Plan Limit Usage'
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verbose_name_plural = 'Plan Limit Usage Records'
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unique_together = [['account', 'limit_type', 'period_start']]
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ordering = ['-period_start', 'limit_type']
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indexes = [
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models.Index(fields=['account', 'limit_type']),
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models.Index(fields=['account', 'period_start', 'period_end']),
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models.Index(fields=['limit_type', 'period_start']),
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]
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def __str__(self):
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account = getattr(self, 'account', None)
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return f"{account.name if account else 'No Account'} - {self.get_limit_type_display()} - {self.amount_used} used"
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def is_current_period(self):
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"""Check if this record is for the current billing period"""
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from django.utils import timezone
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today = timezone.now().date()
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return self.period_start <= today <= self.period_end
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def remaining_allowance(self, plan_limit):
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"""Calculate remaining allowance"""
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return max(0, plan_limit - self.amount_used)
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def percentage_used(self, plan_limit):
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"""Calculate percentage of limit used"""
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if plan_limit == 0:
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return 0
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return min(100, int((self.amount_used / plan_limit) * 100))
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class Invoice(AccountBaseModel):
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"""
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Invoice for subscription or credit purchases
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Tracks billing invoices with line items and payment status
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"""
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STATUS_CHOICES = [
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('draft', 'Draft'),
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('pending', 'Pending'),
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('paid', 'Paid'),
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('void', 'Void'),
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('uncollectible', 'Uncollectible'),
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]
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invoice_number = models.CharField(max_length=50, unique=True, db_index=True)
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# Subscription relationship
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subscription = models.ForeignKey(
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'igny8_core_auth.Subscription',
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on_delete=models.SET_NULL,
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null=True,
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blank=True,
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related_name='invoices',
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help_text='Subscription this invoice is for (if subscription-based)'
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)
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# Amounts
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subtotal = models.DecimalField(max_digits=10, decimal_places=2, default=0)
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tax = models.DecimalField(max_digits=10, decimal_places=2, default=0)
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total = models.DecimalField(max_digits=10, decimal_places=2, default=0)
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currency = models.CharField(max_length=3, default='USD')
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# Status
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status = models.CharField(max_length=20, choices=STATUS_CHOICES, default='pending', db_index=True)
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# Dates
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invoice_date = models.DateField(db_index=True)
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due_date = models.DateField()
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paid_at = models.DateTimeField(null=True, blank=True)
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# Line items
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line_items = models.JSONField(default=list, help_text="Invoice line items: [{description, amount, quantity}]")
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# Payment integration
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stripe_invoice_id = models.CharField(max_length=255, null=True, blank=True)
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payment_method = models.CharField(max_length=50, null=True, blank=True)
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# Metadata
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notes = models.TextField(blank=True)
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metadata = models.JSONField(default=dict)
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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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app_label = 'billing'
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db_table = 'igny8_invoices'
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ordering = ['-invoice_date', '-created_at']
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indexes = [
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models.Index(fields=['account', 'status']),
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models.Index(fields=['account', 'invoice_date']),
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models.Index(fields=['invoice_number']),
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]
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def __str__(self):
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return f"Invoice {self.invoice_number} - {self.account.name if self.account else 'No Account'}"
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# ------------------------------------------------------------------
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# Helpers to keep service code working with legacy field names
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# ------------------------------------------------------------------
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@property
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def subtotal_amount(self):
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return self.subtotal
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@property
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def tax_amount(self):
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return self.tax
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@property
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def total_amount(self):
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return self.total
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@property
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def billing_period_start(self):
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"""Get from subscription - single source of truth"""
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if self.account and hasattr(self.account, 'subscription'):
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return self.account.subscription.current_period_start
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return None
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@property
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def billing_period_end(self):
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"""Get from subscription - single source of truth"""
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if self.account and hasattr(self.account, 'subscription'):
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return self.account.subscription.current_period_end
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return None
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@property
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def billing_email(self):
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"""Get from metadata snapshot or account"""
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if self.metadata and 'billing_snapshot' in self.metadata:
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return self.metadata['billing_snapshot'].get('email')
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return self.account.billing_email if self.account else None
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def add_line_item(self, description: str, quantity: int, unit_price: Decimal, amount: Decimal = None):
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"""Append a line item and keep JSON shape consistent."""
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items = list(self.line_items or [])
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qty = quantity or 1
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amt = Decimal(amount) if amount is not None else Decimal(unit_price) * qty
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items.append({
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'description': description,
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'quantity': qty,
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'unit_price': str(unit_price),
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'amount': str(amt),
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})
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self.line_items = items
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def calculate_totals(self):
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"""Recompute subtotal, tax, and total from line_items."""
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subtotal = Decimal('0')
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for item in self.line_items or []:
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try:
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subtotal += Decimal(str(item.get('amount') or 0))
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except Exception:
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pass
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self.subtotal = subtotal
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self.total = subtotal + (self.tax or Decimal('0'))
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|
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class Payment(AccountBaseModel):
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"""
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Payment record for invoices
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Supports: Stripe, PayPal, Manual (Bank Transfer, Local Wallet)
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"""
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STATUS_CHOICES = [
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('pending_approval', 'Pending Approval'), # Manual payment submitted by user
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('succeeded', 'Succeeded'), # Payment approved and processed
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('failed', 'Failed'), # Payment rejected or failed
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('refunded', 'Refunded'), # Payment refunded (rare)
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]
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# Use centralized payment method choices
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PAYMENT_METHOD_CHOICES = PAYMENT_METHOD_CHOICES
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invoice = models.ForeignKey(Invoice, on_delete=models.CASCADE, related_name='payments')
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# Amount
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amount = models.DecimalField(max_digits=10, decimal_places=2)
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currency = models.CharField(max_length=3, default='USD')
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# Status
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status = models.CharField(max_length=20, choices=STATUS_CHOICES, default='pending_approval', db_index=True)
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# Payment method
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payment_method = models.CharField(max_length=50, choices=PAYMENT_METHOD_CHOICES, db_index=True)
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# Stripe integration
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stripe_payment_intent_id = models.CharField(max_length=255, null=True, blank=True)
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stripe_charge_id = models.CharField(max_length=255, null=True, blank=True)
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# PayPal integration
|
|
paypal_order_id = models.CharField(max_length=255, null=True, blank=True)
|
|
paypal_capture_id = models.CharField(max_length=255, null=True, blank=True)
|
|
|
|
# Manual payment details
|
|
manual_reference = models.CharField(
|
|
max_length=255,
|
|
blank=True,
|
|
help_text="Bank transfer reference, wallet transaction ID, etc."
|
|
)
|
|
manual_notes = models.TextField(blank=True, help_text="Admin notes for manual payments")
|
|
admin_notes = models.TextField(blank=True, help_text="Internal notes on approval/rejection")
|
|
approved_by = models.ForeignKey(
|
|
settings.AUTH_USER_MODEL,
|
|
null=True,
|
|
blank=True,
|
|
on_delete=models.SET_NULL,
|
|
related_name='approved_payments'
|
|
)
|
|
approved_at = models.DateTimeField(null=True, blank=True)
|
|
|
|
# Timestamps
|
|
processed_at = models.DateTimeField(null=True, blank=True)
|
|
failed_at = models.DateTimeField(null=True, blank=True)
|
|
refunded_at = models.DateTimeField(null=True, blank=True)
|
|
|
|
# Error tracking
|
|
failure_reason = models.TextField(blank=True)
|
|
|
|
# Metadata
|
|
metadata = models.JSONField(default=dict)
|
|
|
|
created_at = models.DateTimeField(auto_now_add=True)
|
|
updated_at = models.DateTimeField(auto_now=True)
|
|
|
|
# History tracking
|
|
history = HistoricalRecords()
|
|
|
|
class Meta:
|
|
app_label = 'billing'
|
|
db_table = 'igny8_payments'
|
|
ordering = ['-created_at']
|
|
indexes = [
|
|
models.Index(fields=['account', 'status']),
|
|
models.Index(fields=['account', 'payment_method']),
|
|
models.Index(fields=['invoice', 'status']),
|
|
]
|
|
|
|
def __str__(self):
|
|
return f"Payment {self.id} - {self.get_payment_method_display()} - {self.amount} {self.currency}"
|
|
|
|
|
|
class CreditPackage(models.Model):
|
|
"""
|
|
One-time credit purchase packages
|
|
Defines available credit bundles for purchase
|
|
"""
|
|
name = models.CharField(max_length=100)
|
|
slug = models.SlugField(unique=True, db_index=True)
|
|
|
|
# Credits
|
|
credits = models.IntegerField(validators=[MinValueValidator(1)])
|
|
|
|
# Pricing
|
|
price = models.DecimalField(max_digits=10, decimal_places=2)
|
|
discount_percentage = models.IntegerField(default=0, help_text="Discount percentage (0-100)")
|
|
|
|
# Stripe
|
|
stripe_product_id = models.CharField(max_length=255, null=True, blank=True)
|
|
stripe_price_id = models.CharField(max_length=255, null=True, blank=True)
|
|
|
|
# PayPal
|
|
paypal_plan_id = models.CharField(max_length=255, null=True, blank=True)
|
|
|
|
# Status
|
|
is_active = models.BooleanField(default=True, db_index=True)
|
|
is_featured = models.BooleanField(default=False, help_text="Show as featured package")
|
|
|
|
# Display
|
|
description = models.TextField(blank=True)
|
|
features = models.JSONField(default=list, help_text="Bonus features or highlights")
|
|
|
|
# Sort order
|
|
sort_order = models.IntegerField(default=0, help_text="Display order (lower = first)")
|
|
|
|
created_at = models.DateTimeField(auto_now_add=True)
|
|
updated_at = models.DateTimeField(auto_now=True)
|
|
|
|
class Meta:
|
|
app_label = 'billing'
|
|
db_table = 'igny8_credit_packages'
|
|
ordering = ['sort_order', 'price']
|
|
|
|
def __str__(self):
|
|
return f"{self.name} - {self.credits} credits - ${self.price}"
|
|
|
|
|
|
class PaymentMethodConfig(models.Model):
|
|
"""
|
|
Configure payment methods availability per country
|
|
Allows enabling/disabling manual payments by region
|
|
"""
|
|
# Use centralized choices
|
|
PAYMENT_METHOD_CHOICES = PAYMENT_METHOD_CHOICES
|
|
|
|
country_code = models.CharField(
|
|
max_length=2,
|
|
db_index=True,
|
|
help_text="ISO 2-letter country code (e.g., US, GB, IN)"
|
|
)
|
|
payment_method = models.CharField(max_length=50, choices=PAYMENT_METHOD_CHOICES)
|
|
is_enabled = models.BooleanField(default=True)
|
|
|
|
# Display info
|
|
display_name = models.CharField(max_length=100, blank=True)
|
|
instructions = models.TextField(blank=True, help_text="Payment instructions for users")
|
|
|
|
# Manual payment details (for bank_transfer/local_wallet)
|
|
bank_name = models.CharField(max_length=255, blank=True)
|
|
account_number = models.CharField(max_length=255, blank=True)
|
|
routing_number = models.CharField(max_length=255, blank=True)
|
|
swift_code = models.CharField(max_length=255, blank=True)
|
|
|
|
# Additional fields for local wallets
|
|
wallet_type = models.CharField(max_length=100, blank=True, help_text="E.g., PayTM, PhonePe, etc.")
|
|
wallet_id = models.CharField(max_length=255, blank=True)
|
|
|
|
# Webhook configuration (Stripe/PayPal)
|
|
webhook_url = models.URLField(blank=True, help_text="Webhook URL for payment gateway callbacks")
|
|
webhook_secret = models.CharField(max_length=255, blank=True, help_text="Webhook secret for signature verification")
|
|
api_key = models.CharField(max_length=255, blank=True, help_text="API key for payment gateway integration")
|
|
api_secret = models.CharField(max_length=255, blank=True, help_text="API secret for payment gateway integration")
|
|
|
|
# Order/priority
|
|
sort_order = models.IntegerField(default=0)
|
|
|
|
created_at = models.DateTimeField(auto_now_add=True)
|
|
updated_at = models.DateTimeField(auto_now=True)
|
|
|
|
class Meta:
|
|
app_label = 'billing'
|
|
db_table = 'igny8_payment_method_config'
|
|
unique_together = [['country_code', 'payment_method']]
|
|
ordering = ['country_code', 'sort_order']
|
|
verbose_name = 'Payment Method Configuration'
|
|
verbose_name_plural = 'Payment Method Configurations'
|
|
|
|
def __str__(self):
|
|
return f"{self.country_code} - {self.get_payment_method_display()}"
|
|
|
|
|
|
class AccountPaymentMethod(AccountBaseModel):
|
|
"""
|
|
Account-scoped payment methods (Stripe/PayPal/manual bank/wallet).
|
|
Only metadata/refs are stored here; no secrets.
|
|
"""
|
|
# Use centralized choices
|
|
PAYMENT_METHOD_CHOICES = PAYMENT_METHOD_CHOICES
|
|
|
|
type = models.CharField(max_length=50, choices=PAYMENT_METHOD_CHOICES, db_index=True)
|
|
display_name = models.CharField(max_length=100, help_text="User-visible label", default='')
|
|
is_default = models.BooleanField(default=False, db_index=True)
|
|
is_enabled = models.BooleanField(default=True, db_index=True)
|
|
is_verified = models.BooleanField(default=False, db_index=True)
|
|
country_code = models.CharField(max_length=2, blank=True, default='', help_text="ISO-2 country code (optional)")
|
|
|
|
# Manual/bank/local wallet details (non-sensitive metadata)
|
|
instructions = models.TextField(blank=True, default='')
|
|
metadata = models.JSONField(default=dict, blank=True, help_text="Provider references or display metadata")
|
|
|
|
created_at = models.DateTimeField(auto_now_add=True)
|
|
updated_at = models.DateTimeField(auto_now=True)
|
|
|
|
class Meta:
|
|
app_label = 'billing'
|
|
db_table = 'igny8_account_payment_methods'
|
|
ordering = ['-is_default', 'display_name', 'id']
|
|
indexes = [
|
|
models.Index(fields=['account', 'is_default']),
|
|
models.Index(fields=['account', 'type']),
|
|
]
|
|
unique_together = [['account', 'display_name']]
|
|
|
|
def __str__(self):
|
|
return f"{self.account_id} - {self.display_name} ({self.type})"
|
|
|
|
|
|
class AIModelConfig(models.Model):
|
|
"""
|
|
AI Model Configuration - Database-driven model pricing and capabilities.
|
|
Replaces hardcoded MODEL_RATES and IMAGE_MODEL_RATES from constants.py
|
|
|
|
Two pricing models:
|
|
- Text models: Cost per 1M tokens (input/output), credits calculated AFTER AI call
|
|
- Image models: Cost per image, credits calculated BEFORE AI call
|
|
"""
|
|
|
|
MODEL_TYPE_CHOICES = [
|
|
('text', 'Text Generation'),
|
|
('image', 'Image Generation'),
|
|
('embedding', 'Embedding'),
|
|
]
|
|
|
|
PROVIDER_CHOICES = [
|
|
('openai', 'OpenAI'),
|
|
('anthropic', 'Anthropic'),
|
|
('runware', 'Runware'),
|
|
('google', 'Google'),
|
|
]
|
|
|
|
# Basic Information
|
|
model_name = models.CharField(
|
|
max_length=100,
|
|
unique=True,
|
|
db_index=True,
|
|
help_text="Model identifier used in API calls (e.g., 'gpt-4o-mini', 'dall-e-3')"
|
|
)
|
|
|
|
display_name = models.CharField(
|
|
max_length=200,
|
|
help_text="Human-readable name shown in UI (e.g., 'GPT-4o mini - Fast & Affordable')"
|
|
)
|
|
|
|
model_type = models.CharField(
|
|
max_length=20,
|
|
choices=MODEL_TYPE_CHOICES,
|
|
db_index=True,
|
|
help_text="Type of model - determines which pricing fields are used"
|
|
)
|
|
|
|
provider = models.CharField(
|
|
max_length=50,
|
|
choices=PROVIDER_CHOICES,
|
|
db_index=True,
|
|
help_text="AI provider (OpenAI, Anthropic, etc.)"
|
|
)
|
|
|
|
# Text Model Pricing (Only for model_type='text')
|
|
input_cost_per_1m = models.DecimalField(
|
|
max_digits=10,
|
|
decimal_places=4,
|
|
null=True,
|
|
blank=True,
|
|
validators=[MinValueValidator(Decimal('0.0001'))],
|
|
help_text="Cost per 1 million input tokens (USD). For text models only."
|
|
)
|
|
|
|
output_cost_per_1m = models.DecimalField(
|
|
max_digits=10,
|
|
decimal_places=4,
|
|
null=True,
|
|
blank=True,
|
|
validators=[MinValueValidator(Decimal('0.0001'))],
|
|
help_text="Cost per 1 million output tokens (USD). For text models only."
|
|
)
|
|
|
|
context_window = models.IntegerField(
|
|
null=True,
|
|
blank=True,
|
|
validators=[MinValueValidator(1)],
|
|
help_text="Maximum input tokens (context length). For text models only."
|
|
)
|
|
|
|
max_output_tokens = models.IntegerField(
|
|
null=True,
|
|
blank=True,
|
|
validators=[MinValueValidator(1)],
|
|
help_text="Maximum output tokens per request. For text models only."
|
|
)
|
|
|
|
# Image Model Pricing (Only for model_type='image')
|
|
cost_per_image = models.DecimalField(
|
|
max_digits=10,
|
|
decimal_places=4,
|
|
null=True,
|
|
blank=True,
|
|
validators=[MinValueValidator(Decimal('0.0001'))],
|
|
help_text="Fixed cost per image generation (USD). For image models only."
|
|
)
|
|
|
|
valid_sizes = models.JSONField(
|
|
null=True,
|
|
blank=True,
|
|
help_text='Array of valid image sizes (e.g., ["1024x1024", "1024x1792"]). For image models only.'
|
|
)
|
|
|
|
# Capabilities
|
|
supports_json_mode = models.BooleanField(
|
|
default=False,
|
|
help_text="True for models with JSON response format support"
|
|
)
|
|
|
|
supports_vision = models.BooleanField(
|
|
default=False,
|
|
help_text="True for models that can analyze images"
|
|
)
|
|
|
|
supports_function_calling = models.BooleanField(
|
|
default=False,
|
|
help_text="True for models with function calling capability"
|
|
)
|
|
|
|
# Status & Configuration
|
|
is_active = models.BooleanField(
|
|
default=True,
|
|
db_index=True,
|
|
help_text="Enable/disable model without deleting"
|
|
)
|
|
|
|
is_default = models.BooleanField(
|
|
default=False,
|
|
db_index=True,
|
|
help_text="Mark as default model for its type (only one per type)"
|
|
)
|
|
|
|
sort_order = models.IntegerField(
|
|
default=0,
|
|
help_text="Control order in dropdown lists (lower numbers first)"
|
|
)
|
|
|
|
# Metadata
|
|
description = models.TextField(
|
|
blank=True,
|
|
help_text="Admin notes about model usage, strengths, limitations"
|
|
)
|
|
|
|
release_date = models.DateField(
|
|
null=True,
|
|
blank=True,
|
|
help_text="When model was released/added"
|
|
)
|
|
|
|
deprecation_date = models.DateField(
|
|
null=True,
|
|
blank=True,
|
|
help_text="When model will be removed"
|
|
)
|
|
|
|
# Audit Fields
|
|
created_at = models.DateTimeField(auto_now_add=True)
|
|
updated_at = models.DateTimeField(auto_now=True)
|
|
updated_by = models.ForeignKey(
|
|
settings.AUTH_USER_MODEL,
|
|
null=True,
|
|
blank=True,
|
|
on_delete=models.SET_NULL,
|
|
related_name='ai_model_updates',
|
|
help_text="Admin who last updated"
|
|
)
|
|
|
|
# History tracking
|
|
history = HistoricalRecords()
|
|
|
|
class Meta:
|
|
app_label = 'billing'
|
|
db_table = 'igny8_ai_model_config'
|
|
verbose_name = 'AI Model Configuration'
|
|
verbose_name_plural = 'AI Model Configurations'
|
|
ordering = ['model_type', 'sort_order', 'model_name']
|
|
indexes = [
|
|
models.Index(fields=['model_type', 'is_active']),
|
|
models.Index(fields=['provider', 'is_active']),
|
|
models.Index(fields=['is_default', 'model_type']),
|
|
]
|
|
|
|
def __str__(self):
|
|
return self.display_name
|
|
|
|
def save(self, *args, **kwargs):
|
|
"""Ensure only one is_default per model_type"""
|
|
if self.is_default:
|
|
# Unset other defaults for same model_type
|
|
AIModelConfig.objects.filter(
|
|
model_type=self.model_type,
|
|
is_default=True
|
|
).exclude(pk=self.pk).update(is_default=False)
|
|
super().save(*args, **kwargs)
|
|
|
|
def get_cost_for_tokens(self, input_tokens, output_tokens):
|
|
"""Calculate cost for text models based on token usage"""
|
|
if self.model_type != 'text':
|
|
raise ValueError("get_cost_for_tokens only applies to text models")
|
|
|
|
if not self.input_cost_per_1m or not self.output_cost_per_1m:
|
|
raise ValueError(f"Model {self.model_name} missing cost_per_1m values")
|
|
|
|
cost = (
|
|
(Decimal(input_tokens) * self.input_cost_per_1m) +
|
|
(Decimal(output_tokens) * self.output_cost_per_1m)
|
|
) / Decimal('1000000')
|
|
|
|
return cost
|
|
|
|
def get_cost_for_images(self, num_images):
|
|
"""Calculate cost for image models"""
|
|
if self.model_type != 'image':
|
|
raise ValueError("get_cost_for_images only applies to image models")
|
|
|
|
if not self.cost_per_image:
|
|
raise ValueError(f"Model {self.model_name} missing cost_per_image")
|
|
|
|
return self.cost_per_image * Decimal(num_images)
|
|
|
|
def validate_size(self, size):
|
|
"""Check if size is valid for this image model"""
|
|
if self.model_type != 'image':
|
|
raise ValueError("validate_size only applies to image models")
|
|
|
|
if not self.valid_sizes:
|
|
return True # No size restrictions
|
|
|
|
return size in self.valid_sizes
|
|
|
|
def get_display_with_pricing(self):
|
|
"""For dropdowns: show model with pricing"""
|
|
if self.model_type == 'text':
|
|
return f"{self.display_name} - ${self.input_cost_per_1m}/${self.output_cost_per_1m} per 1M"
|
|
elif self.model_type == 'image':
|
|
return f"{self.display_name} - ${self.cost_per_image} per image"
|
|
return self.display_name
|