diff --git a/api/core/tools/provider/builtin/novitaai/_novita_tool_base.py b/api/core/tools/provider/builtin/novitaai/_novita_tool_base.py new file mode 100644 index 0000000000..b753be4791 --- /dev/null +++ b/api/core/tools/provider/builtin/novitaai/_novita_tool_base.py @@ -0,0 +1,73 @@ +from novita_client import ( + Txt2ImgV3Embedding, + Txt2ImgV3HiresFix, + Txt2ImgV3LoRA, + Txt2ImgV3Refiner, + V3TaskImage, +) + + +class NovitaAiToolBase: + def _extract_loras(self, loras_str: str): + if not loras_str: + return [] + + loras_ori_list = lora_str.strip().split(';') + result_list = [] + for lora_str in loras_ori_list: + lora_info = lora_str.strip().split(',') + lora = Txt2ImgV3LoRA( + model_name=lora_info[0].strip(), + strength=float(lora_info[1]), + ) + result_list.append(lora) + + return result_list + + def _extract_embeddings(self, embeddings_str: str): + if not embeddings_str: + return [] + + embeddings_ori_list = embeddings_str.strip().split(';') + result_list = [] + for embedding_str in embeddings_ori_list: + embedding = Txt2ImgV3Embedding( + model_name=embedding_str.strip() + ) + result_list.append(embedding) + + return result_list + + def _extract_hires_fix(self, hires_fix_str: str): + hires_fix_info = hires_fix_str.strip().split(',') + if 'upscaler' in hires_fix_info: + hires_fix = Txt2ImgV3HiresFix( + target_width=int(hires_fix_info[0]), + target_height=int(hires_fix_info[1]), + strength=float(hires_fix_info[2]), + upscaler=hires_fix_info[3].strip() + ) + else: + hires_fix = Txt2ImgV3HiresFix( + target_width=int(hires_fix_info[0]), + target_height=int(hires_fix_info[1]), + strength=float(hires_fix_info[2]) + ) + + return hires_fix + + def _extract_refiner(self, switch_at: str): + refiner = Txt2ImgV3Refiner( + switch_at=float(switch_at) + ) + return refiner + + def _is_hit_nsfw_detection(self, image: V3TaskImage, confidence_threshold: float) -> bool: + """ + is hit nsfw + """ + if image.nsfw_detection_result is None: + return False + if image.nsfw_detection_result.valid and image.nsfw_detection_result.confidence >= confidence_threshold: + return True + return False diff --git a/api/core/tools/provider/builtin/novitaai/tools/novitaai_txt2img.py b/api/core/tools/provider/builtin/novitaai/tools/novitaai_txt2img.py index c9524d6a66..5fef3d2da7 100644 --- a/api/core/tools/provider/builtin/novitaai/tools/novitaai_txt2img.py +++ b/api/core/tools/provider/builtin/novitaai/tools/novitaai_txt2img.py @@ -4,19 +4,15 @@ from typing import Any, Union from novita_client import ( NovitaClient, - Txt2ImgV3Embedding, - Txt2ImgV3HiresFix, - Txt2ImgV3LoRA, - Txt2ImgV3Refiner, - V3TaskImage, ) from core.tools.entities.tool_entities import ToolInvokeMessage from core.tools.errors import ToolProviderCredentialValidationError +from core.tools.provider.builtin.novitaai._novita_tool_base import NovitaAiToolBase from core.tools.tool.builtin_tool import BuiltinTool -class NovitaAiTxt2ImgTool(BuiltinTool): +class NovitaAiTxt2ImgTool(BuiltinTool, NovitaAiToolBase): def _invoke(self, user_id: str, tool_parameters: dict[str, Any], @@ -73,65 +69,19 @@ class NovitaAiTxt2ImgTool(BuiltinTool): # process loras if 'loras' in res_parameters: - loras_ori_list = res_parameters.get('loras').strip().split(';') - locals_list = [] - for lora_str in loras_ori_list: - lora_info = lora_str.strip().split(',') - lora = Txt2ImgV3LoRA( - model_name=lora_info[0].strip(), - strength=float(lora_info[1]), - ) - locals_list.append(lora) - - res_parameters['loras'] = locals_list + res_parameters['loras'] = self._extract_loras(res_parameters.get('loras')) # process embeddings if 'embeddings' in res_parameters: - embeddings_ori_list = res_parameters.get('embeddings').strip().split(';') - locals_list = [] - for embedding_str in embeddings_ori_list: - embedding = Txt2ImgV3Embedding( - model_name=embedding_str.strip() - ) - locals_list.append(embedding) - - res_parameters['embeddings'] = locals_list + res_parameters['embeddings'] = self._extract_embeddings(res_parameters.get('embeddings')) # process hires_fix if 'hires_fix' in res_parameters: - hires_fix_ori = res_parameters.get('hires_fix') - hires_fix_info = hires_fix_ori.strip().split(',') - if 'upscaler' in hires_fix_info: - hires_fix = Txt2ImgV3HiresFix( - target_width=int(hires_fix_info[0]), - target_height=int(hires_fix_info[1]), - strength=float(hires_fix_info[2]), - upscaler=hires_fix_info[3].strip() - ) - else: - hires_fix = Txt2ImgV3HiresFix( - target_width=int(hires_fix_info[0]), - target_height=int(hires_fix_info[1]), - strength=float(hires_fix_info[2]) - ) + res_parameters['hires_fix'] = self._extract_hires_fix(res_parameters.get('hires_fix')) - res_parameters['hires_fix'] = hires_fix - - if 'refiner_switch_at' in res_parameters: - refiner = Txt2ImgV3Refiner( - switch_at=float(res_parameters.get('refiner_switch_at')) - ) - del res_parameters['refiner_switch_at'] - res_parameters['refiner'] = refiner + # process refiner + if 'refiner_switch_at' in res_parameters: + res_parameters['refiner'] = self._extract_refiner(res_parameters.get('refiner_switch_at')) + del res_parameters['refiner_switch_at'] return res_parameters - - def _is_hit_nsfw_detection(self, image: V3TaskImage, confidence_threshold: float) -> bool: - """ - is hit nsfw - """ - if image.nsfw_detection_result is None: - return False - if image.nsfw_detection_result.valid and image.nsfw_detection_result.confidence >= confidence_threshold: - return True - return False diff --git a/api/poetry.lock b/api/poetry.lock index 9bfeec30d7..7056c71864 100644 --- a/api/poetry.lock +++ b/api/poetry.lock @@ -2,98 +2,113 @@ [[package]] name = "aiohappyeyeballs" -version = "2.3.4" +version = "2.4.0" description = "Happy Eyeballs for asyncio" optional = false -python-versions = "<4.0,>=3.8" +python-versions = ">=3.8" files = [ - {file = "aiohappyeyeballs-2.3.4-py3-none-any.whl", hash = "sha256:40a16ceffcf1fc9e142fd488123b2e218abc4188cf12ac20c67200e1579baa42"}, - {file = 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