mirror of
https://github.com/willmiao/ComfyUI-Lora-Manager.git
synced 2026-03-21 21:22:11 -03:00
fix(civitai): improve model version retrieval
This commit is contained in:
pixelpaws
@@ -1,7 +1,7 @@
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import os
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import asyncio
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import copy
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import logging
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import asyncio
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import os
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from typing import Optional, Dict, Tuple, List
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from .model_metadata_provider import CivitaiModelMetadataProvider, ModelMetadataProviderManager
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from .downloader import get_downloader
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@@ -157,141 +157,160 @@ class CivitaiClient:
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return None
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async def get_model_version(self, model_id: int = None, version_id: int = None) -> Optional[Dict]:
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"""Get specific model version with additional metadata
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Args:
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model_id: The Civitai model ID (optional if version_id is provided)
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version_id: Optional specific version ID to retrieve
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Returns:
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Optional[Dict]: The model version data with additional fields or None if not found
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"""
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"""Get specific model version with additional metadata."""
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try:
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downloader = await get_downloader()
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# Case 1: Only version_id is provided
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if model_id is None and version_id is not None:
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# First get the version info to extract model_id
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success, version = await downloader.make_request(
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'GET',
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f"{self.base_url}/model-versions/{version_id}",
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use_auth=True
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)
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if not success:
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return None
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model_id = version.get('modelId')
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if not model_id:
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logger.error(f"No modelId found in version {version_id}")
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return None
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# Now get the model data for additional metadata
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success, model_data = await downloader.make_request(
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'GET',
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f"{self.base_url}/models/{model_id}",
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use_auth=True
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)
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if success:
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# Enrich version with model data
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version['model']['description'] = model_data.get("description")
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version['model']['tags'] = model_data.get("tags", [])
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version['creator'] = model_data.get("creator")
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return await self._get_version_by_id_only(downloader, version_id)
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self._remove_comfy_metadata(version)
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return version
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# Case 2: model_id is provided (with or without version_id)
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elif model_id is not None:
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# Step 1: Get model data to find version_id if not provided and get additional metadata
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success, data = await downloader.make_request(
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'GET',
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f"{self.base_url}/models/{model_id}",
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use_auth=True
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)
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if not success:
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return None
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if model_id is not None:
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return await self._get_version_with_model_id(downloader, model_id, version_id)
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model_versions = data.get('modelVersions', [])
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if not model_versions:
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logger.warning(f"No model versions found for model {model_id}")
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return None
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logger.error("Either model_id or version_id must be provided")
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return None
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# Step 2: Determine the target version entry to use
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target_version = None
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if version_id is not None:
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target_version = next(
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(item for item in model_versions if item.get('id') == version_id),
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None
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)
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if target_version is None:
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logger.warning(
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f"Version {version_id} not found for model {model_id}, defaulting to first version"
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)
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if target_version is None:
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target_version = model_versions[0]
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target_version_id = target_version.get('id')
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# Step 3: Get detailed version info using the SHA256 hash
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model_hash = None
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for file_info in target_version.get('files', []):
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if file_info.get('type') == 'Model' and file_info.get('primary'):
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model_hash = file_info.get('hashes', {}).get('SHA256')
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if model_hash:
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break
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version = None
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if model_hash:
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success, version = await downloader.make_request(
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'GET',
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f"{self.base_url}/model-versions/by-hash/{model_hash}",
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use_auth=True
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)
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if not success:
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logger.warning(
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f"Failed to fetch version by hash for model {model_id} version {target_version_id}: {version}"
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)
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version = None
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else:
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logger.warning(
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f"No primary model hash found for model {model_id} version {target_version_id}"
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)
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if version is None:
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version = copy.deepcopy(target_version)
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version.pop('index', None)
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version['modelId'] = model_id
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version['model'] = {
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'name': data.get('name'),
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'type': data.get('type'),
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'nsfw': data.get('nsfw'),
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'poi': data.get('poi')
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}
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# Step 4: Enrich version_info with model data
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# Add description and tags from model data
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model_info = version.get('model')
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if not isinstance(model_info, dict):
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model_info = {}
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version['model'] = model_info
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model_info['description'] = data.get("description")
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model_info['tags'] = data.get("tags", [])
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# Add creator from model data
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version['creator'] = data.get("creator")
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self._remove_comfy_metadata(version)
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return version
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# Case 3: Neither model_id nor version_id provided
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else:
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logger.error("Either model_id or version_id must be provided")
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return None
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except Exception as e:
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logger.error(f"Error fetching model version: {e}")
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return None
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async def _get_version_by_id_only(self, downloader, version_id: int) -> Optional[Dict]:
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version = await self._fetch_version_by_id(downloader, version_id)
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if version is None:
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return None
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model_id = version.get('modelId')
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if not model_id:
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logger.error(f"No modelId found in version {version_id}")
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return None
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model_data = await self._fetch_model_data(downloader, model_id)
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if model_data:
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self._enrich_version_with_model_data(version, model_data)
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self._remove_comfy_metadata(version)
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return version
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async def _get_version_with_model_id(self, downloader, model_id: int, version_id: Optional[int]) -> Optional[Dict]:
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model_data = await self._fetch_model_data(downloader, model_id)
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if not model_data:
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return None
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target_version = self._select_target_version(model_data, model_id, version_id)
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if target_version is None:
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return None
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target_version_id = target_version.get('id')
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version = await self._fetch_version_by_id(downloader, target_version_id) if target_version_id else None
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if version is None:
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model_hash = self._extract_primary_model_hash(target_version)
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if model_hash:
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version = await self._fetch_version_by_hash(downloader, model_hash)
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else:
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logger.warning(
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f"No primary model hash found for model {model_id} version {target_version_id}"
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)
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if version is None:
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version = self._build_version_from_model_data(target_version, model_id, model_data)
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self._enrich_version_with_model_data(version, model_data)
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self._remove_comfy_metadata(version)
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return version
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async def _fetch_model_data(self, downloader, model_id: int) -> Optional[Dict]:
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success, data = await downloader.make_request(
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'GET',
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f"{self.base_url}/models/{model_id}",
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use_auth=True
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)
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if success:
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return data
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logger.warning(f"Failed to fetch model data for model {model_id}")
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return None
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async def _fetch_version_by_id(self, downloader, version_id: Optional[int]) -> Optional[Dict]:
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if version_id is None:
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return None
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success, version = await downloader.make_request(
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'GET',
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f"{self.base_url}/model-versions/{version_id}",
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use_auth=True
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)
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if success:
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return version
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logger.warning(f"Failed to fetch version by id {version_id}")
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return None
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async def _fetch_version_by_hash(self, downloader, model_hash: Optional[str]) -> Optional[Dict]:
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if not model_hash:
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return None
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success, version = await downloader.make_request(
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'GET',
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f"{self.base_url}/model-versions/by-hash/{model_hash}",
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use_auth=True
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)
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if success:
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return version
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logger.warning(f"Failed to fetch version by hash {model_hash}")
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return None
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def _select_target_version(self, model_data: Dict, model_id: int, version_id: Optional[int]) -> Optional[Dict]:
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model_versions = model_data.get('modelVersions', [])
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if not model_versions:
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logger.warning(f"No model versions found for model {model_id}")
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return None
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if version_id is not None:
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target_version = next(
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(item for item in model_versions if item.get('id') == version_id),
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None
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)
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if target_version is None:
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logger.warning(
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f"Version {version_id} not found for model {model_id}, defaulting to first version"
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)
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return model_versions[0]
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return target_version
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return model_versions[0]
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def _extract_primary_model_hash(self, version_entry: Dict) -> Optional[str]:
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for file_info in version_entry.get('files', []):
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if file_info.get('type') == 'Model' and file_info.get('primary'):
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hashes = file_info.get('hashes', {})
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model_hash = hashes.get('SHA256')
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if model_hash:
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return model_hash
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return None
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def _build_version_from_model_data(self, version_entry: Dict, model_id: int, model_data: Dict) -> Dict:
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version = copy.deepcopy(version_entry)
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version.pop('index', None)
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version['modelId'] = model_id
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version['model'] = {
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'name': model_data.get('name'),
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'type': model_data.get('type'),
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'nsfw': model_data.get('nsfw'),
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'poi': model_data.get('poi')
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}
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return version
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def _enrich_version_with_model_data(self, version: Dict, model_data: Dict) -> None:
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model_info = version.get('model')
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if not isinstance(model_info, dict):
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model_info = {}
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version['model'] = model_info
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model_info['description'] = model_data.get("description")
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model_info['tags'] = model_data.get("tags", [])
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version['creator'] = model_data.get("creator")
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async def get_model_version_info(self, version_id: str) -> Tuple[Optional[Dict], Optional[str]]:
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"""Fetch model version metadata from Civitai
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@@ -1,3 +1,4 @@
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import copy
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from unittest.mock import AsyncMock
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import pytest
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@@ -169,6 +170,158 @@ async def test_get_model_version_by_version_id(monkeypatch, downloader):
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assert result["images"][0]["meta"]["other"] == "keep"
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async def test_get_model_version_with_model_id_prefers_version_endpoint(monkeypatch, downloader):
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requests = []
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model_payload = {
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"modelVersions": [
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{
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"id": 7,
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"files": [
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{
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"type": "Model",
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"primary": True,
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"hashes": {"SHA256": "hash7"},
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}
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],
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}
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],
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"description": "desc",
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"tags": ["tag"],
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"creator": {"username": "user"},
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"name": "Model",
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"type": "LORA",
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"nsfw": False,
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"poi": False,
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}
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version_payload = {
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"id": 7,
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"modelId": 99,
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"model": {},
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"files": [],
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"images": [],
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}
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async def fake_make_request(method, url, use_auth=True):
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requests.append(url)
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if url.endswith("/models/99"):
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return True, copy.deepcopy(model_payload)
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if url.endswith("/model-versions/7"):
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return True, copy.deepcopy(version_payload)
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return False, "unexpected"
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downloader.make_request = fake_make_request
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client = await CivitaiClient.get_instance()
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result = await client.get_model_version(model_id=99, version_id=7)
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assert result["id"] == 7
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assert result["model"]["description"] == "desc"
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assert result["model"]["tags"] == ["tag"]
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assert result["creator"] == {"username": "user"}
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assert requests[0].endswith("/models/99")
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assert requests[1].endswith("/model-versions/7")
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async def test_get_model_version_with_model_id_fallbacks_to_hash(monkeypatch, downloader):
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requests = []
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model_payload = {
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"modelVersions": [
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{
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"id": 7,
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"files": [
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{
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"type": "Model",
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"primary": True,
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"hashes": {"SHA256": "hash7"},
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}
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],
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}
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],
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"description": "desc",
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"tags": ["tag"],
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"creator": {"username": "user"},
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"name": "Model",
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"type": "LORA",
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"nsfw": False,
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"poi": False,
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}
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version_payload = {
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"id": 7,
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"modelId": 99,
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"files": [],
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"images": [],
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}
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async def fake_make_request(method, url, use_auth=True):
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requests.append(url)
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if url.endswith("/models/99"):
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return True, copy.deepcopy(model_payload)
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if url.endswith("/model-versions/7"):
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return False, "boom"
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if url.endswith("/model-versions/by-hash/hash7"):
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return True, copy.deepcopy(version_payload)
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return False, "unexpected"
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downloader.make_request = fake_make_request
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client = await CivitaiClient.get_instance()
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result = await client.get_model_version(model_id=99, version_id=7)
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assert result["id"] == 7
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assert result["model"]["description"] == "desc"
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assert result["model"]["tags"] == ["tag"]
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assert result["creator"] == {"username": "user"}
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assert requests[1].endswith("/model-versions/7")
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assert requests[2].endswith("/model-versions/by-hash/hash7")
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async def test_get_model_version_with_model_id_builds_from_model_data(monkeypatch, downloader):
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model_payload = {
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"modelVersions": [
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{
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"id": 7,
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"files": [],
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"name": "v1",
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}
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],
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"description": "desc",
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"tags": ["tag"],
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"creator": {"username": "user"},
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"name": "Model",
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"type": "LORA",
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"nsfw": False,
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"poi": False,
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}
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async def fake_make_request(method, url, use_auth=True):
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if url.endswith("/models/99"):
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return True, copy.deepcopy(model_payload)
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if url.endswith("/model-versions/7"):
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return False, "boom"
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if "/model-versions/by-hash/" in url:
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return False, "boom"
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return False, "unexpected"
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downloader.make_request = fake_make_request
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client = await CivitaiClient.get_instance()
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result = await client.get_model_version(model_id=99, version_id=7)
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assert result["modelId"] == 99
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assert result["model"]["name"] == "Model"
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assert result["model"]["type"] == "LORA"
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assert result["model"]["description"] == "desc"
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assert result["model"]["tags"] == ["tag"]
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assert result["creator"] == {"username": "user"}
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async def test_get_model_version_requires_identifier(monkeypatch, downloader):
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client = await CivitaiClient.get_instance()
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result = await client.get_model_version()
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