103 lines
4.1 KiB
Python
103 lines
4.1 KiB
Python
from django.db import models
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from apps.common.models import TeamOwnedModel, TimeStampedModel
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class ModelProvider(TimeStampedModel):
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class Status(models.TextChoices):
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ACTIVE = "active", "Active"
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DISABLED = "disabled", "Disabled"
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name = models.CharField(max_length=64, unique=True)
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display_name = models.CharField(max_length=128)
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status = models.CharField(max_length=24, choices=Status.choices, default=Status.ACTIVE)
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base_url = models.URLField(blank=True)
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metadata = models.JSONField(default=dict, blank=True)
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def __str__(self) -> str:
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return self.display_name
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class ModelConfig(TimeStampedModel):
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class Capability(models.TextChoices):
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TEXT = "text", "Text"
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IMAGE = "image", "Image"
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VIDEO = "video", "Video"
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VISION = "vision", "Vision"
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EXPORT = "export", "Export"
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class Status(models.TextChoices):
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ACTIVE = "active", "Active"
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DISABLED = "disabled", "Disabled"
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provider = models.ForeignKey(ModelProvider, on_delete=models.CASCADE, related_name="models")
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name = models.CharField(max_length=128)
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display_name = models.CharField(max_length=128)
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capability = models.CharField(max_length=32, choices=Capability.choices)
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endpoint = models.CharField(max_length=255, blank=True)
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unit_price = models.DecimalField(max_digits=12, decimal_places=4, default=0)
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status = models.CharField(max_length=24, choices=Status.choices, default=Status.ACTIVE)
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rate_limit_per_minute = models.PositiveIntegerField(default=60)
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metadata = models.JSONField(default=dict, blank=True)
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class Meta:
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unique_together = [("provider", "name", "capability")]
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def __str__(self) -> str:
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return f"{self.provider.name}:{self.name}:{self.capability}"
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class AITask(TeamOwnedModel):
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class Type(models.TextChoices):
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SCRIPT_GENERATION = "script_generation", "Script Generation"
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SCRIPT_OPTIMIZATION = "script_optimization", "Script Optimization"
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PRODUCT_IMAGE = "product_image", "Product Image"
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PERSON_IMAGE = "person_image", "Person Image"
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SCENE_IMAGE = "scene_image", "Scene Image"
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STORYBOARD = "storyboard", "Storyboard"
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VIDEO_SEGMENT = "video_segment", "Video Segment"
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EXPORT = "export", "Export"
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class Status(models.TextChoices):
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CREATED = "created", "Created"
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RESERVED = "reserved", "Reserved"
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SUBMITTED = "submitted", "Submitted"
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POLLING = "polling", "Polling"
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POSTPROCESSING = "postprocessing", "Postprocessing"
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SUCCEEDED = "succeeded", "Succeeded"
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FAILED = "failed", "Failed"
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COMPENSATING = "compensating", "Compensating"
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CANCELLED = "cancelled", "Cancelled"
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project = models.ForeignKey(
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"projects.Project",
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on_delete=models.CASCADE,
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null=True,
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blank=True,
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related_name="ai_tasks",
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)
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task_type = models.CharField(max_length=48, choices=Type.choices)
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status = models.CharField(max_length=32, choices=Status.choices, default=Status.CREATED)
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model_config = models.ForeignKey(ModelConfig, on_delete=models.PROTECT, related_name="tasks")
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idempotency_key = models.CharField(max_length=128, unique=True)
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provider_task_id = models.CharField(max_length=255, blank=True)
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request_payload = models.JSONField(default=dict, blank=True)
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response_payload = models.JSONField(default=dict, blank=True)
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estimated_cost = models.DecimalField(max_digits=12, decimal_places=4, default=0)
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actual_cost = models.DecimalField(max_digits=12, decimal_places=4, default=0)
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error_code = models.CharField(max_length=64, blank=True)
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error_message = models.TextField(blank=True)
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submitted_at = models.DateTimeField(null=True, blank=True)
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completed_at = models.DateTimeField(null=True, blank=True)
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class Meta:
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indexes = [
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models.Index(fields=["team", "status"]),
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models.Index(fields=["project", "task_type"]),
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models.Index(fields=["provider_task_id"]),
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]
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def __str__(self) -> str:
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return f"{self.task_type}:{self.status}:{self.id}"
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