@@ -21,6 +21,7 @@ from ml_model.services.geminiimage import Geminiimage from ml_model.services.gptimage import Gptimage from ml_model.services.granite import Granite from ml_model.services.grok import Grok +from ml_model.services.grok_image import Grok_Image from ml_model.services.grok_4_1_fast import Grok_4_1_Fast from ml_model.services.grok_imagine_video import Grok_Imagine_Video from ml_model.services.hailuo import Hailuo @@ -47,6 +48,7 @@ from ml_model.services.nanobanana_2 import Nanobanana_2 from ml_model.services.perplexity import Perplexity from ml_model.services.pulid import Pulid from ml_model.services.photon import Photon +from ml_model.services.pixverse import Pixverse from ml_model.services.prunaai import Prunaai from ml_model.services.pruna_v import Pruna_V from ml_model.services.qwen import Qwen @@ -0,0 +1,68 @@ +import time +import requests + +from datetime import timedelta +from decimal import Decimal +from io import BytesIO +from typing import Any + +from django.core.files import File +from replicate.exceptions import ModelError + +from messages.models import Message +from ml_model.exceptions import ( + ImageContentNotFound, + GenerationException, + RequestBlocked, +) +from ml_model.services.base import SimpleService +from ml_model.tasks import replicate_run +from payments.exceptions.insufficient_balance import InsufficientBalance +from payments.selectors.payment_plan_selector import PaymentPlanSelector + + +class Grok_Image(SimpleService): + TOKENS_COST = Decimal('4') + + def calculate_price(self) -> Decimal: + return self.TOKENS_COST + + @classmethod + def predict_price(cls, content: str, file_exists: bool, info: dict[str, Any]) -> Decimal | None: + return cls.TOKENS_COST + + def save_results(self, content: str, t: timedelta, image_url: str, save: bool = True) -> list[Message]: + msg = Message( + content=content, + content_object=self.store, + elapsed_time=t, + file=File(BytesIO(requests.get(image_url).content), '.png'), + ) + if save: + return Message.objects.bulk_create([msg]) + return [msg] + + def make(self, input_message: Message, save: bool = True) -> list[Message]: + if (balance := PaymentPlanSelector(self.store.user).get_current_balance()) < self.TOKENS_COST: + raise InsufficientBalance(balance, self.TOKENS_COST) + callback_data = dict( + { + 'prompt': self.translate_prompt(input_message.content), + **input_message.info, + } + ) + if image := input_message.file: + callback_data.update({'image': image.url}) + start_time = time.time() + try: + images = replicate_run('xai/grok-imagine-image', callback_data) + except ModelError as exc: + if any(error in str(exc) for error in ('E005', 'E006', 'sexual', 'NSFW')): + raise RequestBlocked + elif exc.prediction.error == 'No image content found in response': + raise ImageContentNotFound + raise GenerationException from exc + process_time = timedelta(seconds=(time.time() - start_time)) + self.handle_invoice(input_message.content_object.model) + msgs = self.save_results(input_message.content, process_time, images, save) + return msgs @@ -0,0 +1,73 @@ +import time +import requests + +from datetime import timedelta +from decimal import Decimal +from io import BytesIO +from typing import Any + +from django.core.files import File +from replicate.exceptions import ModelError + +from messages.models import Message +from ml_model.exceptions import RequestBlocked, GenerationException +from ml_model.services.base import SimpleService +from ml_model.tasks import replicate_run + +from payments.exceptions.insufficient_balance import InsufficientBalance +from payments.selectors.payment_plan_selector import PaymentPlanSelector + + +class Pixverse(SimpleService): + TOKENS_COST = { + '540p': Decimal('21'), + '720p': Decimal('27'), + '1080p': Decimal('45'), + } + + @classmethod + def predict_price(cls, content: str, file_exists: bool, info: dict[str, Any]) -> Decimal | None: + duration = info['duration'] + resolution = info['resolution'] + price = cls.TOKENS_COST[resolution] * duration + return price.quantize(Decimal('0.1'), rounding='ROUND_UP') + + def calculate_price(self, resolution: str, duration: int) -> Decimal: + return (self.TOKENS_COST[resolution] * duration).quantize(Decimal('0.1'), rounding='ROUND_UP') + + def save_results(self, content: str, t: timedelta, video: str, save: bool = True) -> list[Message]: + msg = Message( + content=content, + content_object=self.store, + elapsed_time=t, + file=File(BytesIO(requests.get(video).content), '.mp4'), + ) + if save: + return Message.objects.bulk_create([msg]) + return [msg] + + def make(self, input_message: Message, save: bool = True) -> list[Message]: + duration = input_message.info.get('duration', 5) + resolution = input_message.info.pop('resolution', '1080p') + if (balance := PaymentPlanSelector(self.store.user).get_current_balance()) < ( + cost := self.TOKENS_COST[resolution] * duration + ): + raise InsufficientBalance(balance, cost) + callback_data = { + 'prompt': self.translate_prompt(input_message.content), + 'quality': resolution, + **input_message.info, + } + if image := input_message.file: + callback_data.update({'image': image.url}) + start_time = time.time() + try: + video = replicate_run('pixverse/pixverse-v5.6', callback_data) + except ModelError as exc: + if any(error in str(exc) for error in ('E005', 'E006', 'sexual')): + raise RequestBlocked + raise GenerationException from exc + process_time = timedelta(seconds=(time.time() - start_time)) + self.handle_invoice(input_message.content_object.model, resolution=resolution, duration=duration) + msgs = self.save_results(input_message.content, process_time, video, save) + return msgs