Upload modutils.py
Browse files- modutils.py +751 -170
modutils.py
CHANGED
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@@ -22,6 +22,8 @@ FILENAME_TIMEZONE = timezone(timedelta(hours=9)) # JST
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import torch
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from safetensors.torch import load_file
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import gc
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from env import (HF_LORA_PRIVATE_REPOS1, HF_LORA_PRIVATE_REPOS2,
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@@ -139,44 +141,431 @@ def download_hf_file(directory, url, force_filename="", hf_token="", progress=gr
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USER_AGENT = 'Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:127.0) Gecko/20100101 Firefox/127.0'
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def
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if
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endpoint_url = f"https://civitai.com/api/v1/model-versions/{model_version_id}"
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-
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headers = {'User-Agent': USER_AGENT, 'content-type': 'application/json'}
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try:
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-
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result.raise_for_status()
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json_data = result.json()
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except Exception as e:
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print(f"
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return None
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class ModelInformation:
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def __init__(self, json_data):
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self.model_version_id = json_data.get("id", "")
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self.model_id = json_data.get("modelId", "")
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self.download_url = json_data.get("downloadUrl", "")
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self.model_url = f"https://civitai.com/models/{self.model_id}?modelVersionId={self.model_version_id}"
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self.filename_url =
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(v.get("name", "") for v in reversed(json_data.get("files", [])) if str(self.model_version_id) in v.get("downloadUrl", "")), ""
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)
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self.filename_url = self.filename_url if self.filename_url else ""
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self.description = json_data.get("description", "")
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if self.description is None:
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self.model_name = json_data.get("model", {}).get("name", "")
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self.model_type = json_data.get("model", {}).get("type", "")
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self.nsfw = json_data.get("model", {}).get("nsfw", False)
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@@ -184,71 +573,235 @@ class ModelInformation:
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self.images = [img.get("url", "") for img in json_data.get("images", [])]
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self.example_prompt = json_data.get("trainedWords", [""])[0] if json_data.get("trainedWords") else ""
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self.original_json = copy.deepcopy(json_data)
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def retrieve_model_info(url):
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json_data = request_json_data(url)
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if not json_data:
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return None
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model_descriptor = ModelInformation(json_data)
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return model_descriptor
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def download_things(directory, url, hf_token="", civitai_api_key="", romanize=False):
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hf_token = get_token()
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url = url.strip()
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downloaded_file_path = None
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if "drive.google.com" in url:
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original_dir = os.getcwd()
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os.chdir(directory)
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os.system(f"gdown --fuzzy {url}")
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os.chdir(original_dir)
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elif "huggingface.co" in url:
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url = url.replace("?download=true", "")
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# url = urllib.parse.quote(url, safe=':/') # fix encoding
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if "/blob/" in url:
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url = url.replace("/blob/", "/resolve/")
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filename = unidecode(url.split('/')[-1]) if romanize else url.split('/')[-1]
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download_hf_file(directory, url, filename, hf_token)
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downloaded_file_path = os.path.join(directory, filename)
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elif "civitai.com" in url:
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if not civitai_api_key:
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print("
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url = model_profile.download_url
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filename =
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else:
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filename = ""
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aria2_command = (
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f'aria2c --console-log-level=error --summary-interval=10 -c -x 16 '
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f'-k 1M -s 16 -d "{directory}" {param_filename} "{url_dl}"'
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)
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os.system(aria2_command)
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if param_filename and os.path.exists(os.path.join(directory, filename)):
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downloaded_file_path = os.path.join(directory, filename)
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else:
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-
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return downloaded_file_path
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@@ -265,13 +818,15 @@ def get_download_file(temp_dir, url, civitai_key="", progress=gr.Progress(track_
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else:
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print(f"Start downloading: {url}")
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before = get_local_model_list(temp_dir)
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try:
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download_things(temp_dir, url.strip(), HF_TOKEN, civitai_key)
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except Exception:
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print(f"Download failed: {url}")
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return ""
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after = get_local_model_list(temp_dir)
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if not new_file:
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print(f"Download failed: {url}")
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return ""
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@@ -576,41 +1131,6 @@ def get_private_lora_model_lists():
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private_lora_model_list = get_private_lora_model_lists()
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def get_civitai_info(path):
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global civitai_not_exists_list
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default = ["", "", "", "", ""]
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if path in set(civitai_not_exists_list): return default
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if not Path(path).exists(): return None
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user_agent = get_user_agent()
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headers = {'User-Agent': user_agent, 'content-type': 'application/json'}
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base_url = 'https://civitai.com/api/v1/model-versions/by-hash/'
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params = {}
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session = requests.Session()
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retries = Retry(total=5, backoff_factor=1, status_forcelist=[500, 502, 503, 504])
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| 590 |
-
session.mount("https://", HTTPAdapter(max_retries=retries))
|
| 591 |
-
import hashlib
|
| 592 |
-
with open(path, 'rb') as file:
|
| 593 |
-
file_data = file.read()
|
| 594 |
-
hash_sha256 = hashlib.sha256(file_data).hexdigest()
|
| 595 |
-
url = base_url + hash_sha256
|
| 596 |
-
try:
|
| 597 |
-
r = session.get(url, params=params, headers=headers, stream=True, timeout=(3.0, 15))
|
| 598 |
-
except Exception as e:
|
| 599 |
-
print(e)
|
| 600 |
-
return default
|
| 601 |
-
if not r.ok: return None
|
| 602 |
-
json = r.json()
|
| 603 |
-
if not 'baseModel' in json:
|
| 604 |
-
civitai_not_exists_list.append(path)
|
| 605 |
-
return default
|
| 606 |
-
items = []
|
| 607 |
-
items.append(" / ".join(json['trainedWords']))
|
| 608 |
-
items.append(json['baseModel'])
|
| 609 |
-
items.append(json['model']['name'])
|
| 610 |
-
items.append(f"https://civitai.com/models/{json['modelId']}")
|
| 611 |
-
items.append(json['images'][0]['url'])
|
| 612 |
-
return items
|
| 613 |
-
|
| 614 |
|
| 615 |
def get_lora_model_list():
|
| 616 |
loras = list_uniq(get_private_lora_model_lists() + DIFFUSERS_FORMAT_LORAS + get_local_model_list(DIRECTORY_LORAS))
|
|
@@ -662,28 +1182,58 @@ def update_lora_dict(path):
|
|
| 662 |
loras_dict[key] = items
|
| 663 |
|
| 664 |
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|
|
|
| 665 |
def download_lora(dl_urls: str):
|
| 666 |
global loras_url_to_path_dict
|
| 667 |
dl_path = ""
|
| 668 |
-
|
| 669 |
-
|
| 670 |
-
|
| 671 |
-
|
| 672 |
-
|
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|
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|
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|
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|
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-
|
| 681 |
-
|
| 682 |
-
|
| 683 |
-
|
| 684 |
-
|
| 685 |
-
dl_path =
|
| 686 |
-
i += 1
|
| 687 |
return dl_path
|
| 688 |
|
| 689 |
|
|
@@ -746,9 +1296,15 @@ def get_valid_lora_name(query: str, model_name: str):
|
|
| 746 |
|
| 747 |
def get_valid_lora_path(query: str):
|
| 748 |
path = None
|
| 749 |
-
if not query or query == "None":
|
| 750 |
-
|
| 751 |
-
if
|
|
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|
| 752 |
return path
|
| 753 |
else:
|
| 754 |
return None
|
|
@@ -797,7 +1353,7 @@ def set_prompt_loras(prompt, prompt_syntax, model_name, lora1, lora1_wt, lora2,
|
|
| 797 |
wt = result[0][1]
|
| 798 |
path = to_lora_path(key)
|
| 799 |
if not key in loras_dict.keys() or not Path(path).exists():
|
| 800 |
-
path = get_valid_lora_name(path)
|
| 801 |
if not path or path == "None": continue
|
| 802 |
if path in lora_paths or key in lora_paths:
|
| 803 |
continue
|
|
@@ -1037,84 +1593,109 @@ CIVITAI_FILETYPE = ["Model", "VAE", "Config", "Training Data"]
|
|
| 1037 |
def get_civitai_info(path):
|
| 1038 |
global civitai_not_exists_list, loras_url_to_path_dict
|
| 1039 |
default = ["", "", "", "", ""]
|
| 1040 |
-
if path in set(civitai_not_exists_list):
|
| 1041 |
-
|
| 1042 |
-
|
| 1043 |
-
|
|
|
|
|
|
|
| 1044 |
base_url = 'https://civitai.com/api/v1/model-versions/by-hash/'
|
| 1045 |
-
|
| 1046 |
-
|
| 1047 |
-
retries = Retry(total=5, backoff_factor=1, status_forcelist=[500, 502, 503, 504])
|
| 1048 |
-
session.mount("https://", HTTPAdapter(max_retries=retries))
|
| 1049 |
import hashlib
|
|
|
|
| 1050 |
with open(path, 'rb') as file:
|
| 1051 |
-
|
| 1052 |
-
|
|
|
|
| 1053 |
url = base_url + hash_sha256
|
| 1054 |
try:
|
| 1055 |
-
r = session.get(url,
|
| 1056 |
except Exception as e:
|
| 1057 |
-
print(e)
|
| 1058 |
return default
|
| 1059 |
-
|
| 1060 |
-
|
| 1061 |
-
|
| 1062 |
-
if 'baseModel' not in json:
|
| 1063 |
civitai_not_exists_list.append(path)
|
| 1064 |
return default
|
| 1065 |
-
|
| 1066 |
-
|
| 1067 |
-
|
| 1068 |
-
|
| 1069 |
-
|
| 1070 |
-
|
| 1071 |
-
|
| 1072 |
-
|
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|
|
|
|
|
|
|
|
|
|
|
|
| 1073 |
|
| 1074 |
|
| 1075 |
def search_lora_on_civitai(query: str, allow_model: list[str] = ["Pony", "SDXL 1.0"], limit: int = 100,
|
| 1076 |
sort: str = "Highest Rated", period: str = "AllTime", tag: str = "", user: str = "", page: int = 1):
|
| 1077 |
-
|
| 1078 |
-
headers = {'User-Agent': user_agent, 'content-type': 'application/json'}
|
| 1079 |
-
if CIVITAI_API_KEY: headers['Authorization'] = f'Bearer {{{CIVITAI_API_KEY}}}'
|
| 1080 |
base_url = 'https://civitai.com/api/v1/models'
|
| 1081 |
params = {'types': ['LORA'], 'sort': sort, 'period': period, 'limit': limit, 'page': int(page), 'nsfw': 'true'}
|
| 1082 |
-
if query:
|
| 1083 |
-
|
| 1084 |
-
if
|
| 1085 |
-
|
| 1086 |
-
|
| 1087 |
-
|
|
|
|
| 1088 |
try:
|
| 1089 |
-
r = session.get(base_url, params=params, headers=headers, stream=True, timeout=
|
| 1090 |
except Exception as e:
|
| 1091 |
-
print(e)
|
| 1092 |
return None
|
| 1093 |
-
|
| 1094 |
-
|
| 1095 |
-
|
| 1096 |
-
|
| 1097 |
-
|
| 1098 |
-
|
| 1099 |
-
|
| 1100 |
-
|
| 1101 |
-
|
| 1102 |
-
|
| 1103 |
-
|
| 1104 |
-
|
| 1105 |
-
|
| 1106 |
-
|
| 1107 |
-
|
| 1108 |
-
|
| 1109 |
-
|
| 1110 |
-
|
| 1111 |
-
|
| 1112 |
-
|
| 1113 |
-
|
| 1114 |
-
|
| 1115 |
-
|
| 1116 |
-
|
| 1117 |
-
|
|
|
|
|
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|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
| 1118 |
|
| 1119 |
|
| 1120 |
def search_civitai_lora(query, base_model=[], sort=CIVITAI_SORT[0], period=CIVITAI_PERIOD[0], tag="", user="", gallery=[]):
|
|
|
|
| 22 |
import torch
|
| 23 |
from safetensors.torch import load_file
|
| 24 |
import gc
|
| 25 |
+
import html as html_lib
|
| 26 |
+
import subprocess
|
| 27 |
|
| 28 |
|
| 29 |
from env import (HF_LORA_PRIVATE_REPOS1, HF_LORA_PRIVATE_REPOS2,
|
|
|
|
| 141 |
|
| 142 |
|
| 143 |
USER_AGENT = 'Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:127.0) Gecko/20100101 Firefox/127.0'
|
| 144 |
+
CIVITAI_DEFAULT_ORIGIN = "https://civitai.com"
|
| 145 |
+
CIVITAI_REFERER = f"{CIVITAI_DEFAULT_ORIGIN}/"
|
| 146 |
+
CIVITAI_HOST_ALIASES = frozenset({"civitai.com", "www.civitai.com", "civitai.green", "www.civitai.green"})
|
| 147 |
+
CIVITAI_RETRY_TOTAL = 5
|
| 148 |
+
CIVITAI_RETRY_BACKOFF = 1.0
|
| 149 |
+
CIVITAI_RESOLVE_RETRY_TOTAL = 4
|
| 150 |
+
CIVITAI_RESOLVE_RETRY_BACKOFF = 0.8
|
| 151 |
+
CIVITAI_STATUS_FORCELIST = [429, 500, 502, 503, 504]
|
| 152 |
+
CIVITAI_RESOLVE_TIMEOUT = (7.0, 25.0)
|
| 153 |
+
CIVITAI_METADATA_TIMEOUT = (3.0, 15.0)
|
| 154 |
+
CIVITAI_SEARCH_TIMEOUT = (3.0, 30.0)
|
| 155 |
+
CIVITAI_NEGATIVE_CACHE_LIMIT = 256
|
| 156 |
+
CIVITAI_RESOLVE_CACHE: dict[str, str] = {}
|
| 157 |
+
CIVITAI_RESOLVE_NEGATIVE_CACHE: dict[str, str] = {}
|
| 158 |
+
CIVITAI_VERSION_JSON_CACHE: dict[str, dict] = {}
|
| 159 |
+
CIVITAI_VERSION_NEGATIVE_CACHE: dict[str, str] = {}
|
| 160 |
+
CIVITAI_ARIA2_CONNECTIONS = 1
|
| 161 |
+
CIVITAI_ARIA2_SPLIT = 1
|
| 162 |
+
CIVITAI_ARIA2_MIN_SPLIT_SIZE = "1M"
|
| 163 |
+
CIVITAI_ARIA2_RESUME = False
|
| 164 |
+
CIVITAI_ARIA2_FRESH_RETRY_LIMIT = 1
|
| 165 |
+
|
| 166 |
+
|
| 167 |
+
def create_retry_session(total=CIVITAI_RETRY_TOTAL, backoff_factor=CIVITAI_RETRY_BACKOFF):
|
| 168 |
+
session = requests.Session()
|
| 169 |
+
retries = Retry(total=total, backoff_factor=backoff_factor, status_forcelist=CIVITAI_STATUS_FORCELIST)
|
| 170 |
+
session.mount("https://", HTTPAdapter(max_retries=retries))
|
| 171 |
+
session.mount("http://", HTTPAdapter(max_retries=retries))
|
| 172 |
+
return session
|
| 173 |
|
| 174 |
|
| 175 |
+
def cache_put(cache: dict, key: str, value):
|
| 176 |
+
key = str(key or "").strip()
|
| 177 |
+
if not key:
|
| 178 |
+
return
|
| 179 |
+
if key in cache:
|
| 180 |
+
cache.pop(key, None)
|
| 181 |
+
elif len(cache) >= CIVITAI_NEGATIVE_CACHE_LIMIT:
|
| 182 |
+
try:
|
| 183 |
+
cache.pop(next(iter(cache)))
|
| 184 |
+
except Exception:
|
| 185 |
+
cache.clear()
|
| 186 |
+
cache[key] = value
|
| 187 |
|
|
|
|
| 188 |
|
| 189 |
+
def get_civitai_headers(api_key: str = ""):
|
| 190 |
headers = {'User-Agent': USER_AGENT, 'content-type': 'application/json'}
|
| 191 |
+
if api_key:
|
| 192 |
+
headers['Authorization'] = f'Bearer {api_key}'
|
| 193 |
+
return headers
|
| 194 |
+
|
| 195 |
+
|
| 196 |
+
def get_civitai_url_parts(url: str):
|
| 197 |
+
try:
|
| 198 |
+
return urllib.parse.urlsplit(str(url or "").strip())
|
| 199 |
+
except Exception:
|
| 200 |
+
return urllib.parse.urlsplit("")
|
| 201 |
+
|
| 202 |
+
|
| 203 |
+
def sanitize_url_for_log(url: str):
|
| 204 |
+
raw = str(url or "").strip()
|
| 205 |
+
if not raw:
|
| 206 |
+
return raw
|
| 207 |
+
parts = get_civitai_url_parts(raw)
|
| 208 |
+
if not parts.netloc:
|
| 209 |
+
return raw
|
| 210 |
+
pairs = [
|
| 211 |
+
(k, v)
|
| 212 |
+
for k, v in urllib.parse.parse_qsl(parts.query, keep_blank_values=True)
|
| 213 |
+
if str(k).lower() != "token"
|
| 214 |
+
]
|
| 215 |
+
query = urllib.parse.urlencode(pairs)
|
| 216 |
+
return urllib.parse.urlunsplit((parts.scheme, parts.netloc, parts.path, query, parts.fragment))
|
| 217 |
+
|
| 218 |
+
|
| 219 |
+
def is_civitai_host(netloc: str):
|
| 220 |
+
return str(netloc or "").strip().lower() in CIVITAI_HOST_ALIASES
|
| 221 |
+
|
| 222 |
+
|
| 223 |
+
def is_civitai_url(url: str):
|
| 224 |
+
return is_civitai_host(get_civitai_url_parts(url).netloc)
|
| 225 |
+
|
| 226 |
+
|
| 227 |
+
def is_civitai_download_api_path(path: str):
|
| 228 |
+
return re.match(r'^/api/download/models/\d+$', str(path or "").strip()) is not None
|
| 229 |
+
|
| 230 |
+
|
| 231 |
+
def extract_civitai_model_version_id(url: str):
|
| 232 |
+
try:
|
| 233 |
+
parts = get_civitai_url_parts(url)
|
| 234 |
+
for pattern in [r'^/api/download/models/(\d+)$', r'^/api/v1/model-versions/(\d+)$']:
|
| 235 |
+
m = re.match(pattern, str(parts.path or "").strip())
|
| 236 |
+
if m:
|
| 237 |
+
return m.group(1)
|
| 238 |
+
qs = urllib.parse.parse_qs(parts.query)
|
| 239 |
+
for key in ["modelVersionId", "modelversionid", "versionId", "versionid"]:
|
| 240 |
+
values = qs.get(key, [])
|
| 241 |
+
if not values:
|
| 242 |
+
continue
|
| 243 |
+
value = str(values[0]).strip()
|
| 244 |
+
if value.isdigit():
|
| 245 |
+
return value
|
| 246 |
+
except Exception:
|
| 247 |
+
return ""
|
| 248 |
+
return ""
|
| 249 |
+
|
| 250 |
+
|
| 251 |
+
def get_civitai_query_filters(url: str):
|
| 252 |
+
try:
|
| 253 |
+
parts = get_civitai_url_parts(url)
|
| 254 |
+
qs = urllib.parse.parse_qs(parts.query)
|
| 255 |
+
except Exception:
|
| 256 |
+
return {}
|
| 257 |
+
filters = {}
|
| 258 |
+
for key in ["type", "format", "size", "fp"]:
|
| 259 |
+
values = qs.get(key, [])
|
| 260 |
+
if values:
|
| 261 |
+
filters[key] = str(values[0]).strip()
|
| 262 |
+
return filters
|
| 263 |
+
|
| 264 |
+
|
| 265 |
+
def normalize_civitai_filter_value(key: str, value):
|
| 266 |
+
if value is None:
|
| 267 |
+
return ""
|
| 268 |
+
text = str(value).strip()
|
| 269 |
+
if not text:
|
| 270 |
+
return ""
|
| 271 |
+
if key == "fp":
|
| 272 |
+
return text.replace("-", "").replace("_", "").replace(" ", "").lower()
|
| 273 |
+
return text.lower()
|
| 274 |
|
| 275 |
+
|
| 276 |
+
def describe_civitai_file_for_log(file_info):
|
| 277 |
+
if not isinstance(file_info, dict):
|
| 278 |
+
return ""
|
| 279 |
+
parts = []
|
| 280 |
+
for key in ["name", "type", "format", "size", "fp"]:
|
| 281 |
+
value = file_info.get(key)
|
| 282 |
+
if value is None:
|
| 283 |
+
continue
|
| 284 |
+
text = str(value).strip()
|
| 285 |
+
if text:
|
| 286 |
+
parts.append(f"{key}={text}")
|
| 287 |
+
hashes = file_info.get("hashes") if isinstance(file_info.get("hashes"), dict) else {}
|
| 288 |
+
sha256 = str(hashes.get("SHA256") or "").strip()
|
| 289 |
+
if sha256:
|
| 290 |
+
parts.append(f"sha256={sha256[:12]}...")
|
| 291 |
+
return ", ".join(parts)
|
| 292 |
+
|
| 293 |
+
|
| 294 |
+
def build_civitai_download_query_from_url(url: str):
|
| 295 |
try:
|
| 296 |
+
parts = get_civitai_url_parts(url)
|
| 297 |
+
except Exception:
|
| 298 |
+
return ""
|
| 299 |
+
blocked = {"modelversionid", "versionid"}
|
| 300 |
+
pairs = [
|
| 301 |
+
(k, v)
|
| 302 |
+
for k, v in urllib.parse.parse_qsl(parts.query, keep_blank_values=True)
|
| 303 |
+
if str(k).lower() not in blocked
|
| 304 |
+
]
|
| 305 |
+
return urllib.parse.urlencode(pairs)
|
| 306 |
+
|
| 307 |
+
|
| 308 |
+
def to_civitai_default_download_url(version_id: str, query: str = ""):
|
| 309 |
+
if not str(version_id or "").isdigit():
|
| 310 |
+
return ""
|
| 311 |
+
base = f"{CIVITAI_DEFAULT_ORIGIN}/api/download/models/{version_id}"
|
| 312 |
+
return f"{base}?{query}" if query else base
|
| 313 |
+
|
| 314 |
+
|
| 315 |
+
def normalize_civitai_download_api_url(url: str):
|
| 316 |
+
parts = get_civitai_url_parts(url)
|
| 317 |
+
if not is_civitai_host(parts.netloc) or not is_civitai_download_api_path(parts.path):
|
| 318 |
+
return str(url or "").strip()
|
| 319 |
+
return urllib.parse.urlunsplit(("https", "civitai.com", parts.path, parts.query, ""))
|
| 320 |
+
|
| 321 |
+
|
| 322 |
+
def extract_first_civitai_download_url_from_html(html: str):
|
| 323 |
+
if not html:
|
| 324 |
+
return ""
|
| 325 |
+
page = html_lib.unescape(str(html))
|
| 326 |
+
patterns = [
|
| 327 |
+
r'https?://(?:www\.)?(?:civitai\.com|civitai\.green)/api/download/models/\d+[^\s\'\"<>\)\]\}]*',
|
| 328 |
+
r'["\'](/api/download/models/\d+[^"\']*)["\']',
|
| 329 |
+
]
|
| 330 |
+
for pattern in patterns:
|
| 331 |
+
try:
|
| 332 |
+
m = re.search(pattern, page, flags=re.IGNORECASE)
|
| 333 |
+
except re.error:
|
| 334 |
+
m = None
|
| 335 |
+
if not m:
|
| 336 |
+
continue
|
| 337 |
+
candidate = m.group(1) if m.lastindex else m.group(0)
|
| 338 |
+
candidate = str(candidate or "").strip("\"'")
|
| 339 |
+
if candidate.startswith("/"):
|
| 340 |
+
candidate = urllib.parse.urljoin(CIVITAI_DEFAULT_ORIGIN, candidate)
|
| 341 |
+
return normalize_civitai_download_api_url(candidate)
|
| 342 |
+
return ""
|
| 343 |
+
|
| 344 |
+
|
| 345 |
+
def resolve_civitai_model_page_to_download_url(url: str, api_key: str = ""):
|
| 346 |
+
raw = str(url or "").strip()
|
| 347 |
+
if not raw:
|
| 348 |
+
return raw
|
| 349 |
+
cached = CIVITAI_RESOLVE_CACHE.get(raw)
|
| 350 |
+
if cached:
|
| 351 |
+
return cached
|
| 352 |
+
if raw in CIVITAI_RESOLVE_NEGATIVE_CACHE:
|
| 353 |
+
return raw
|
| 354 |
+
parts = get_civitai_url_parts(raw)
|
| 355 |
+
if not is_civitai_host(parts.netloc):
|
| 356 |
+
return raw
|
| 357 |
+
if is_civitai_download_api_path(parts.path):
|
| 358 |
+
normalized = normalize_civitai_download_api_url(raw)
|
| 359 |
+
cache_put(CIVITAI_RESOLVE_CACHE, raw, normalized)
|
| 360 |
+
return normalized
|
| 361 |
+
if not re.match(r'^/models/\d+(?:/[^/?#]+)?/?$', parts.path or ""):
|
| 362 |
+
return raw
|
| 363 |
+
version_id = extract_civitai_model_version_id(raw)
|
| 364 |
+
if version_id:
|
| 365 |
+
normalized = to_civitai_default_download_url(version_id, query=build_civitai_download_query_from_url(raw))
|
| 366 |
+
cache_put(CIVITAI_RESOLVE_CACHE, raw, normalized)
|
| 367 |
+
return normalized
|
| 368 |
+
headers = get_civitai_headers(api_key if parts.netloc.lower().endswith("civitai.com") else "")
|
| 369 |
+
headers['Referer'] = f"{parts.scheme or 'https'}://{parts.netloc}/"
|
| 370 |
+
session = create_retry_session(total=CIVITAI_RESOLVE_RETRY_TOTAL, backoff_factor=CIVITAI_RESOLVE_RETRY_BACKOFF)
|
| 371 |
+
try:
|
| 372 |
+
r = session.get(raw, headers=headers, timeout=CIVITAI_RESOLVE_TIMEOUT)
|
| 373 |
+
if not r.ok:
|
| 374 |
+
print(f"Civitai model page resolve failed: {sanitize_url_for_log(raw)} status={r.status_code}")
|
| 375 |
+
if r.status_code in [400, 401, 403, 404]:
|
| 376 |
+
cache_put(CIVITAI_RESOLVE_NEGATIVE_CACHE, raw, f"status={r.status_code}")
|
| 377 |
+
return raw
|
| 378 |
+
extracted = extract_first_civitai_download_url_from_html(r.text)
|
| 379 |
+
if extracted:
|
| 380 |
+
normalized = normalize_civitai_download_api_url(extracted)
|
| 381 |
+
cache_put(CIVITAI_RESOLVE_CACHE, raw, normalized)
|
| 382 |
+
return normalized
|
| 383 |
+
cache_put(CIVITAI_RESOLVE_NEGATIVE_CACHE, raw, "html_no_download_url")
|
| 384 |
+
return raw
|
| 385 |
+
except Exception as e:
|
| 386 |
+
print(f"Failed to resolve Civitai model page URL: {sanitize_url_for_log(raw)} {type(e).__name__}: {e}")
|
| 387 |
+
return raw
|
| 388 |
+
|
| 389 |
+
|
| 390 |
+
def normalize_civitai_input_url(url: str, api_key: str = ""):
|
| 391 |
+
raw = str(url or "").strip()
|
| 392 |
+
if not raw or not is_civitai_url(raw):
|
| 393 |
+
return raw
|
| 394 |
+
normalized = resolve_civitai_model_page_to_download_url(raw, api_key=api_key)
|
| 395 |
+
if normalized != raw:
|
| 396 |
+
print(f"Normalized Civitai URL: {sanitize_url_for_log(raw)} -> {sanitize_url_for_log(normalized)}")
|
| 397 |
+
return normalized
|
| 398 |
+
|
| 399 |
+
|
| 400 |
+
def append_civitai_token(url: str, api_key: str = ""):
|
| 401 |
+
raw = str(url or "").strip()
|
| 402 |
+
if not raw or not api_key:
|
| 403 |
+
return raw
|
| 404 |
+
parts = get_civitai_url_parts(raw)
|
| 405 |
+
pairs = [(k, v) for k, v in urllib.parse.parse_qsl(parts.query, keep_blank_values=True) if k.lower() != "token"]
|
| 406 |
+
pairs.append(("token", api_key))
|
| 407 |
+
query = urllib.parse.urlencode(pairs)
|
| 408 |
+
return urllib.parse.urlunsplit((parts.scheme or "https", parts.netloc, parts.path, query, parts.fragment))
|
| 409 |
+
|
| 410 |
+
|
| 411 |
+
def get_civitai_request_context(url: str, api_key: str = ""):
|
| 412 |
+
raw_url = str(url or "").strip()
|
| 413 |
+
normalized_url = normalize_civitai_input_url(raw_url, api_key=api_key)
|
| 414 |
+
model_version_id = extract_civitai_model_version_id(normalized_url) or extract_civitai_model_version_id(raw_url)
|
| 415 |
+
return {
|
| 416 |
+
"raw_url": raw_url,
|
| 417 |
+
"normalized_url": normalized_url,
|
| 418 |
+
"model_version_id": model_version_id,
|
| 419 |
+
"filters": get_civitai_query_filters(raw_url),
|
| 420 |
+
}
|
| 421 |
+
|
| 422 |
+
|
| 423 |
+
def resolve_civitai_download_url(url: str, civitai_api_key: str = "", max_tries: int = 3):
|
| 424 |
+
raw = normalize_civitai_download_api_url(str(url or "").strip())
|
| 425 |
+
if not raw:
|
| 426 |
+
return raw
|
| 427 |
+
headers = get_civitai_headers(civitai_api_key)
|
| 428 |
+
headers["Referer"] = CIVITAI_REFERER
|
| 429 |
+
dl_url = append_civitai_token(raw, civitai_api_key)
|
| 430 |
+
last_error = None
|
| 431 |
+
for attempt in range(1, max_tries + 1):
|
| 432 |
+
response = None
|
| 433 |
+
try:
|
| 434 |
+
response = create_retry_session(total=3, backoff_factor=1.0).get(
|
| 435 |
+
dl_url,
|
| 436 |
+
headers=headers,
|
| 437 |
+
allow_redirects=False,
|
| 438 |
+
stream=True,
|
| 439 |
+
timeout=CIVITAI_RESOLVE_TIMEOUT,
|
| 440 |
+
)
|
| 441 |
+
status = int(response.status_code)
|
| 442 |
+
location = str(response.headers.get("Location") or "").strip()
|
| 443 |
+
resolved_url = str(location or response.url or dl_url).strip()
|
| 444 |
+
resolved_host = get_civitai_url_parts(resolved_url).netloc
|
| 445 |
+
print(
|
| 446 |
+
f"[civitai] resolve signed url attempt={attempt}/{max_tries} status={status} "
|
| 447 |
+
f"host={resolved_host or '-'} url={sanitize_url_for_log(raw)}"
|
| 448 |
+
)
|
| 449 |
+
if status in (301, 302, 303, 307, 308) and location:
|
| 450 |
+
return resolved_url
|
| 451 |
+
if response.ok and resolved_url and not is_civitai_host(resolved_host):
|
| 452 |
+
return resolved_url
|
| 453 |
+
last_error = RuntimeError(f"status={status}")
|
| 454 |
+
except Exception as e:
|
| 455 |
+
last_error = e
|
| 456 |
+
print(
|
| 457 |
+
f"[civitai] resolve signed url failed attempt={attempt}/{max_tries} "
|
| 458 |
+
f"url={sanitize_url_for_log(raw)} error={type(e).__name__}: {e}"
|
| 459 |
+
)
|
| 460 |
+
finally:
|
| 461 |
+
try:
|
| 462 |
+
if response is not None:
|
| 463 |
+
response.close()
|
| 464 |
+
except Exception:
|
| 465 |
+
pass
|
| 466 |
+
if attempt < max_tries:
|
| 467 |
+
time.sleep(min(3.0, 0.8 * attempt))
|
| 468 |
+
if last_error is not None:
|
| 469 |
+
raise last_error
|
| 470 |
+
raise RuntimeError("Failed to resolve Civitai signed download URL")
|
| 471 |
+
|
| 472 |
+
|
| 473 |
+
def pick_civitai_file_from_version_json(json_data, source_url: str = ""):
|
| 474 |
+
files = json_data.get("files", []) if isinstance(json_data, dict) else []
|
| 475 |
+
if not isinstance(files, list) or not files:
|
| 476 |
+
return {}
|
| 477 |
+
version_id = str((json_data or {}).get("id") or "")
|
| 478 |
+
filters = get_civitai_query_filters(source_url)
|
| 479 |
+
candidates = []
|
| 480 |
+
fallback = []
|
| 481 |
+
for idx, file_info in enumerate(files):
|
| 482 |
+
if not isinstance(file_info, dict):
|
| 483 |
+
continue
|
| 484 |
+
mismatch = False
|
| 485 |
+
matched_filter_count = 0
|
| 486 |
+
for key, expected in filters.items():
|
| 487 |
+
actual = file_info.get(key)
|
| 488 |
+
expected_norm = normalize_civitai_filter_value(key, expected)
|
| 489 |
+
actual_norm = normalize_civitai_filter_value(key, actual)
|
| 490 |
+
if actual_norm:
|
| 491 |
+
if actual_norm != expected_norm:
|
| 492 |
+
mismatch = True
|
| 493 |
+
break
|
| 494 |
+
matched_filter_count += 1
|
| 495 |
+
download_url = str(file_info.get("downloadUrl") or "")
|
| 496 |
+
score = 0
|
| 497 |
+
if matched_filter_count:
|
| 498 |
+
score += matched_filter_count * 3
|
| 499 |
+
if version_id and version_id in download_url:
|
| 500 |
+
score += 4
|
| 501 |
+
if download_url:
|
| 502 |
+
score += 2
|
| 503 |
+
if file_info.get("name"):
|
| 504 |
+
score += 1
|
| 505 |
+
hashes = file_info.get("hashes") if isinstance(file_info.get("hashes"), dict) else {}
|
| 506 |
+
if str(hashes.get("SHA256") or "").strip():
|
| 507 |
+
score += 1
|
| 508 |
+
target = fallback if mismatch else candidates
|
| 509 |
+
target.append((score, idx, file_info))
|
| 510 |
+
pool = candidates if candidates else fallback
|
| 511 |
+
if not pool:
|
| 512 |
+
return {}
|
| 513 |
+
pool.sort(key=lambda item: (item[0], item[1]), reverse=True)
|
| 514 |
+
return dict(pool[0][2])
|
| 515 |
+
|
| 516 |
+
|
| 517 |
+
def request_json_data(url):
|
| 518 |
+
context = get_civitai_request_context(url, api_key=CIVITAI_API_KEY)
|
| 519 |
+
raw_url = context["raw_url"]
|
| 520 |
+
normalized_url = context["normalized_url"]
|
| 521 |
+
model_version_id = context["model_version_id"]
|
| 522 |
+
if not model_version_id:
|
| 523 |
+
print(f"Civitai metadata lookup skipped: modelVersionId not found for {sanitize_url_for_log(raw_url)}")
|
| 524 |
+
cache_put(CIVITAI_RESOLVE_NEGATIVE_CACHE, raw_url, "missing_model_version_id")
|
| 525 |
+
return None
|
| 526 |
+
|
| 527 |
+
cached_json = CIVITAI_VERSION_JSON_CACHE.get(model_version_id)
|
| 528 |
+
if cached_json:
|
| 529 |
+
return copy.deepcopy(cached_json)
|
| 530 |
+
if model_version_id in CIVITAI_VERSION_NEGATIVE_CACHE:
|
| 531 |
+
return None
|
| 532 |
+
|
| 533 |
+
endpoint_url = f"https://civitai.com/api/v1/model-versions/{model_version_id}"
|
| 534 |
+
headers = get_civitai_headers(CIVITAI_API_KEY)
|
| 535 |
+
session = create_retry_session()
|
| 536 |
+
|
| 537 |
+
try:
|
| 538 |
+
result = session.get(endpoint_url, headers=headers, stream=True, timeout=CIVITAI_METADATA_TIMEOUT)
|
| 539 |
+
if result.status_code == 404:
|
| 540 |
+
print(f"Civitai metadata lookup status=404: {endpoint_url}")
|
| 541 |
+
cache_put(CIVITAI_VERSION_NEGATIVE_CACHE, model_version_id, "status=404")
|
| 542 |
+
return None
|
| 543 |
result.raise_for_status()
|
| 544 |
json_data = result.json()
|
| 545 |
+
if not json_data:
|
| 546 |
+
print(f"Civitai metadata lookup returned empty JSON: {endpoint_url}")
|
| 547 |
+
cache_put(CIVITAI_VERSION_NEGATIVE_CACHE, model_version_id, "empty_json")
|
| 548 |
+
return None
|
| 549 |
+
cache_put(CIVITAI_VERSION_JSON_CACHE, model_version_id, copy.deepcopy(json_data))
|
| 550 |
+
if normalized_url and normalized_url != raw_url:
|
| 551 |
+
cache_put(CIVITAI_RESOLVE_CACHE, raw_url, normalized_url)
|
| 552 |
+
return json_data
|
| 553 |
except Exception as e:
|
| 554 |
+
print(f"Civitai metadata lookup failed: {endpoint_url} {type(e).__name__}: {e}")
|
| 555 |
return None
|
| 556 |
|
| 557 |
|
| 558 |
class ModelInformation:
|
| 559 |
+
def __init__(self, json_data, source_url: str = ""):
|
| 560 |
+
selected_file = pick_civitai_file_from_version_json(json_data, source_url=source_url)
|
| 561 |
self.model_version_id = json_data.get("id", "")
|
| 562 |
self.model_id = json_data.get("modelId", "")
|
| 563 |
+
self.download_url = selected_file.get("downloadUrl", "") or json_data.get("downloadUrl", "")
|
| 564 |
self.model_url = f"https://civitai.com/models/{self.model_id}?modelVersionId={self.model_version_id}"
|
| 565 |
+
self.filename_url = selected_file.get("name", "") or ""
|
|
|
|
|
|
|
|
|
|
| 566 |
self.description = json_data.get("description", "")
|
| 567 |
+
if self.description is None:
|
| 568 |
+
self.description = ""
|
| 569 |
self.model_name = json_data.get("model", {}).get("name", "")
|
| 570 |
self.model_type = json_data.get("model", {}).get("type", "")
|
| 571 |
self.nsfw = json_data.get("model", {}).get("nsfw", False)
|
|
|
|
| 573 |
self.images = [img.get("url", "") for img in json_data.get("images", [])]
|
| 574 |
self.example_prompt = json_data.get("trainedWords", [""])[0] if json_data.get("trainedWords") else ""
|
| 575 |
self.original_json = copy.deepcopy(json_data)
|
| 576 |
+
self.selected_file = copy.deepcopy(selected_file)
|
| 577 |
|
| 578 |
|
| 579 |
def retrieve_model_info(url):
|
| 580 |
json_data = request_json_data(url)
|
| 581 |
if not json_data:
|
| 582 |
return None
|
| 583 |
+
model_descriptor = ModelInformation(json_data, source_url=url)
|
| 584 |
+
filters = get_civitai_query_filters(url)
|
| 585 |
+
if filters:
|
| 586 |
+
selected_summary = describe_civitai_file_for_log(model_descriptor.selected_file)
|
| 587 |
+
if selected_summary:
|
| 588 |
+
print(f"Civitai selected file: filters={filters} {selected_summary}")
|
| 589 |
+
else:
|
| 590 |
+
print(f"Civitai selected file: filters={filters} using model-level downloadUrl")
|
| 591 |
return model_descriptor
|
| 592 |
|
| 593 |
|
| 594 |
+
def list_downloaded_candidate_files(directory):
|
| 595 |
+
try:
|
| 596 |
+
return {
|
| 597 |
+
str(path.resolve())
|
| 598 |
+
for path in Path(directory).iterdir()
|
| 599 |
+
if path.is_file() and not path.name.endswith(".aria2")
|
| 600 |
+
}
|
| 601 |
+
except Exception:
|
| 602 |
+
return set()
|
| 603 |
+
|
| 604 |
+
|
| 605 |
+
def sanitize_civitai_log_text(text: str):
|
| 606 |
+
output = str(text or "")
|
| 607 |
+
if not output:
|
| 608 |
+
return output
|
| 609 |
+
output = re.sub(r"([?&]token=)[^&\s\"']+", r"\1***", output, flags=re.IGNORECASE)
|
| 610 |
+
output = re.sub(r"([?&]Authorization=)[^&\s\"']+", r"\1***", output, flags=re.IGNORECASE)
|
| 611 |
+
return output
|
| 612 |
+
|
| 613 |
+
|
| 614 |
+
def build_civitai_aria2_args(directory, download_url: str, filename: str = ""):
|
| 615 |
+
args = [
|
| 616 |
+
"aria2c",
|
| 617 |
+
"--console-log-level=error",
|
| 618 |
+
"--summary-interval=10",
|
| 619 |
+
"--user-agent", USER_AGENT,
|
| 620 |
+
"--referer", CIVITAI_REFERER,
|
| 621 |
+
"-x", str(CIVITAI_ARIA2_CONNECTIONS),
|
| 622 |
+
"-k", str(CIVITAI_ARIA2_MIN_SPLIT_SIZE),
|
| 623 |
+
"-s", str(CIVITAI_ARIA2_SPLIT),
|
| 624 |
+
"-d", str(directory),
|
| 625 |
+
]
|
| 626 |
+
if CIVITAI_ARIA2_RESUME:
|
| 627 |
+
args.append("-c")
|
| 628 |
+
if filename:
|
| 629 |
+
args.extend(["-o", str(filename)])
|
| 630 |
+
args.append(str(download_url))
|
| 631 |
+
return args
|
| 632 |
+
|
| 633 |
+
|
| 634 |
+
def run_civitai_aria2(directory, download_url: str, filename: str = ""):
|
| 635 |
+
args = build_civitai_aria2_args(directory, download_url, filename=filename)
|
| 636 |
+
result = subprocess.run(args, capture_output=True, text=True)
|
| 637 |
+
output = "\n".join([part for part in [result.stdout, result.stderr] if part]).strip()
|
| 638 |
+
return result.returncode, output
|
| 639 |
+
|
| 640 |
+
|
| 641 |
+
def classify_civitai_download_failure(output_text: str):
|
| 642 |
+
text = str(output_text or "")
|
| 643 |
+
lower = text.lower()
|
| 644 |
+
if "status=403" in lower and "b2.civitai.com" in lower:
|
| 645 |
+
return "b2_403"
|
| 646 |
+
if "status=403" in lower and "civitai.com/api/download/models/" in lower:
|
| 647 |
+
return "api_403"
|
| 648 |
+
if "status=403" in lower:
|
| 649 |
+
return "http_403"
|
| 650 |
+
if "timed out" in lower or "timeout" in lower:
|
| 651 |
+
return "timeout"
|
| 652 |
+
return "other"
|
| 653 |
+
|
| 654 |
+
|
| 655 |
+
def cleanup_civitai_download_artifacts(directory, filename: str = ""):
|
| 656 |
+
removed = []
|
| 657 |
+
if not filename:
|
| 658 |
+
return removed
|
| 659 |
+
target = Path(directory) / filename
|
| 660 |
+
for candidate in [target, Path(str(target) + ".aria2")]:
|
| 661 |
+
try:
|
| 662 |
+
if candidate.exists() and candidate.is_file():
|
| 663 |
+
candidate.unlink()
|
| 664 |
+
removed.append(str(candidate))
|
| 665 |
+
except Exception as e:
|
| 666 |
+
print(f"[civitai] cleanup failed path={candidate} {type(e).__name__}: {e}")
|
| 667 |
+
return removed
|
| 668 |
+
|
| 669 |
+
|
| 670 |
+
def guess_downloaded_file_path(directory, before_files, expected_filename=""):
|
| 671 |
+
expected_path = os.path.join(directory, expected_filename) if expected_filename else ""
|
| 672 |
+
if expected_path and os.path.exists(expected_path):
|
| 673 |
+
return expected_path
|
| 674 |
+
|
| 675 |
+
after_files = list_downloaded_candidate_files(directory)
|
| 676 |
+
new_files = sorted(list(after_files - set(before_files)))
|
| 677 |
+
if len(new_files) == 1:
|
| 678 |
+
return new_files[0]
|
| 679 |
+
|
| 680 |
+
if expected_filename:
|
| 681 |
+
expected_name = str(expected_filename).strip()
|
| 682 |
+
stem = Path(expected_name).stem
|
| 683 |
+
suffix = Path(expected_name).suffix.lower()
|
| 684 |
+
matched = []
|
| 685 |
+
for path_str in new_files:
|
| 686 |
+
path_obj = Path(path_str)
|
| 687 |
+
if suffix and path_obj.suffix.lower() != suffix:
|
| 688 |
+
continue
|
| 689 |
+
if stem and (path_obj.stem == stem or path_obj.name == expected_name):
|
| 690 |
+
matched.append(path_str)
|
| 691 |
+
if len(matched) == 1:
|
| 692 |
+
return matched[0]
|
| 693 |
+
|
| 694 |
+
return None
|
| 695 |
+
|
| 696 |
+
|
| 697 |
def download_things(directory, url, hf_token="", civitai_api_key="", romanize=False):
|
| 698 |
hf_token = get_token()
|
| 699 |
url = url.strip()
|
| 700 |
downloaded_file_path = None
|
| 701 |
|
| 702 |
if "drive.google.com" in url:
|
| 703 |
+
before_files = list_downloaded_candidate_files(directory)
|
| 704 |
original_dir = os.getcwd()
|
| 705 |
os.chdir(directory)
|
| 706 |
os.system(f"gdown --fuzzy {url}")
|
| 707 |
os.chdir(original_dir)
|
| 708 |
+
downloaded_file_path = guess_downloaded_file_path(directory, before_files)
|
| 709 |
elif "huggingface.co" in url:
|
| 710 |
url = url.replace("?download=true", "")
|
|
|
|
| 711 |
if "/blob/" in url:
|
| 712 |
url = url.replace("/blob/", "/resolve/")
|
| 713 |
|
| 714 |
filename = unidecode(url.split('/')[-1]) if romanize else url.split('/')[-1]
|
|
|
|
| 715 |
download_hf_file(directory, url, filename, hf_token)
|
|
|
|
| 716 |
downloaded_file_path = os.path.join(directory, filename)
|
| 717 |
+
elif is_civitai_url(url):
|
|
|
|
|
|
|
| 718 |
if not civitai_api_key:
|
| 719 |
+
print("[91mYou need an API key to download Civitai models.[0m")
|
| 720 |
+
|
| 721 |
+
civitai_context = get_civitai_request_context(url, api_key=civitai_api_key)
|
| 722 |
+
normalized_url = civitai_context["normalized_url"]
|
| 723 |
+
if normalized_url != url:
|
| 724 |
+
print(f"Civitai download URL normalized: {sanitize_url_for_log(url)} -> {sanitize_url_for_log(normalized_url)}")
|
| 725 |
+
model_profile = retrieve_model_info(normalized_url)
|
| 726 |
+
if model_profile and model_profile.download_url:
|
| 727 |
url = model_profile.download_url
|
| 728 |
+
filename = model_profile.filename_url or ""
|
| 729 |
+
if filename and romanize:
|
| 730 |
+
filename = unidecode(filename)
|
| 731 |
else:
|
| 732 |
+
url = normalize_civitai_download_api_url(normalized_url)
|
| 733 |
+
if not is_civitai_download_api_path(get_civitai_url_parts(url).path):
|
| 734 |
+
print(f"Civitai download URL unresolved: {sanitize_url_for_log(normalized_url)}")
|
| 735 |
+
return None
|
| 736 |
filename = ""
|
| 737 |
|
| 738 |
+
signed_url = ""
|
| 739 |
+
try:
|
| 740 |
+
signed_url = resolve_civitai_download_url(url, civitai_api_key, max_tries=2)
|
| 741 |
+
except Exception as e:
|
| 742 |
+
print(f"[civitai] failed to resolve signed download url: {sanitize_url_for_log(url)} {type(e).__name__}: {e}")
|
| 743 |
+
return None
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 744 |
|
| 745 |
+
signed_host = get_civitai_url_parts(signed_url).netloc
|
| 746 |
+
print(f"Filename: {filename}")
|
| 747 |
+
print(f"[civitai] resolved signed host={signed_host or '-'} url={sanitize_url_for_log(url)}")
|
| 748 |
+
|
| 749 |
+
before_files = list_downloaded_candidate_files(directory)
|
| 750 |
+
download_status, download_output = run_civitai_aria2(directory, signed_url, filename=filename)
|
| 751 |
+
if download_status != 0:
|
| 752 |
+
failure_kind = classify_civitai_download_failure(download_output)
|
| 753 |
+
print(
|
| 754 |
+
f"[civitai] download failed kind={failure_kind} status={download_status} "
|
| 755 |
+
f"filename={filename or '-'} url={sanitize_url_for_log(url)}"
|
| 756 |
+
)
|
| 757 |
+
if download_output:
|
| 758 |
+
print(sanitize_civitai_log_text(download_output))
|
| 759 |
+
|
| 760 |
+
if failure_kind == "b2_403":
|
| 761 |
+
retry_count = 0
|
| 762 |
+
while retry_count < CIVITAI_ARIA2_FRESH_RETRY_LIMIT and download_status != 0:
|
| 763 |
+
retry_count += 1
|
| 764 |
+
removed = cleanup_civitai_download_artifacts(directory, filename=filename)
|
| 765 |
+
stale_hint = "yes" if removed or filename else "unknown"
|
| 766 |
+
print(
|
| 767 |
+
f"[civitai] retrying fresh api/download request after b2_403 "
|
| 768 |
+
f"attempt={retry_count}/{CIVITAI_ARIA2_FRESH_RETRY_LIMIT} stale_resume={stale_hint} "
|
| 769 |
+
f"filename={filename or '-'}"
|
| 770 |
+
)
|
| 771 |
+
if removed:
|
| 772 |
+
print(f"[civitai] removed stale partials: {removed}")
|
| 773 |
+
try:
|
| 774 |
+
signed_url = resolve_civitai_download_url(url, civitai_api_key, max_tries=2)
|
| 775 |
+
signed_host = get_civitai_url_parts(signed_url).netloc
|
| 776 |
+
print(f"[civitai] resolved retry signed host={signed_host or '-'} url={sanitize_url_for_log(url)}")
|
| 777 |
+
except Exception as e:
|
| 778 |
+
print(f"[civitai] retry resolve failed url={sanitize_url_for_log(url)} error={type(e).__name__}: {e}")
|
| 779 |
+
break
|
| 780 |
+
download_status, download_output = run_civitai_aria2(directory, signed_url, filename=filename)
|
| 781 |
+
if download_status == 0:
|
| 782 |
+
print(f"[civitai] download recovered after fresh retry: {filename or sanitize_url_for_log(url)}")
|
| 783 |
+
break
|
| 784 |
+
retry_kind = classify_civitai_download_failure(download_output)
|
| 785 |
+
print(
|
| 786 |
+
f"[civitai] retry failed kind={retry_kind} status={download_status} "
|
| 787 |
+
f"filename={filename or '-'} url={sanitize_url_for_log(url)}"
|
| 788 |
+
)
|
| 789 |
+
if download_output:
|
| 790 |
+
print(sanitize_civitai_log_text(download_output))
|
| 791 |
+
|
| 792 |
+
if download_status != 0:
|
| 793 |
+
print(f"Civitai download command exited with status {download_status}: {sanitize_url_for_log(url)}")
|
| 794 |
+
|
| 795 |
+
downloaded_file_path = guess_downloaded_file_path(directory, before_files, expected_filename=filename)
|
| 796 |
+
if not downloaded_file_path:
|
| 797 |
+
print(f"Civitai downloaded file path unresolved: {sanitize_url_for_log(url)}")
|
| 798 |
else:
|
| 799 |
+
before_files = list_downloaded_candidate_files(directory)
|
| 800 |
+
os.system(f"aria2c --console-log-level=error --summary-interval=10 -c -x 16 -k 1M -s 16 -d \"{directory}\" \"{url}\"")
|
| 801 |
+
downloaded_file_path = guess_downloaded_file_path(directory, before_files)
|
| 802 |
|
| 803 |
+
if downloaded_file_path and os.path.exists(downloaded_file_path):
|
| 804 |
+
print(f"Downloaded file path: {downloaded_file_path}")
|
| 805 |
return downloaded_file_path
|
| 806 |
|
| 807 |
|
|
|
|
| 818 |
else:
|
| 819 |
print(f"Start downloading: {url}")
|
| 820 |
before = get_local_model_list(temp_dir)
|
| 821 |
+
downloaded_path = ""
|
| 822 |
try:
|
| 823 |
+
downloaded_path = download_things(temp_dir, url.strip(), HF_TOKEN, civitai_key) or ""
|
| 824 |
except Exception:
|
| 825 |
print(f"Download failed: {url}")
|
| 826 |
return ""
|
| 827 |
after = get_local_model_list(temp_dir)
|
| 828 |
+
fallback_files = list_sub(after, before)
|
| 829 |
+
new_file = downloaded_path if downloaded_path and Path(downloaded_path).exists() else (fallback_files[0] if fallback_files else "")
|
| 830 |
if not new_file:
|
| 831 |
print(f"Download failed: {url}")
|
| 832 |
return ""
|
|
|
|
| 1131 |
private_lora_model_list = get_private_lora_model_lists()
|
| 1132 |
|
| 1133 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1134 |
|
| 1135 |
def get_lora_model_list():
|
| 1136 |
loras = list_uniq(get_private_lora_model_lists() + DIFFUSERS_FORMAT_LORAS + get_local_model_list(DIRECTORY_LORAS))
|
|
|
|
| 1182 |
loras_dict[key] = items
|
| 1183 |
|
| 1184 |
|
| 1185 |
+
def finalize_downloaded_lora_path(file_path: str, source_url: str = ""):
|
| 1186 |
+
global loras_url_to_path_dict
|
| 1187 |
+
if not file_path:
|
| 1188 |
+
return ""
|
| 1189 |
+
path = Path(file_path)
|
| 1190 |
+
if not path.exists():
|
| 1191 |
+
return ""
|
| 1192 |
+
new_path = Path(f'{path.parent.name}/{escape_lora_basename(path.stem)}{path.suffix}')
|
| 1193 |
+
try:
|
| 1194 |
+
if path.resolve() != new_path.resolve():
|
| 1195 |
+
if new_path.exists():
|
| 1196 |
+
new_path = new_path.resolve()
|
| 1197 |
+
else:
|
| 1198 |
+
new_path = path.resolve().rename(new_path.resolve())
|
| 1199 |
+
else:
|
| 1200 |
+
new_path = path.resolve()
|
| 1201 |
+
except Exception as e:
|
| 1202 |
+
print(f"Failed to normalize downloaded lora path: {file_path} {e}")
|
| 1203 |
+
new_path = path.resolve()
|
| 1204 |
+
|
| 1205 |
+
final_path = str(new_path)
|
| 1206 |
+
if source_url:
|
| 1207 |
+
loras_url_to_path_dict[source_url] = final_path
|
| 1208 |
+
if is_civitai_url(source_url):
|
| 1209 |
+
normalized_url = get_civitai_request_context(source_url, api_key=CIVITAI_API_KEY).get("normalized_url", "")
|
| 1210 |
+
if normalized_url:
|
| 1211 |
+
loras_url_to_path_dict[normalized_url] = final_path
|
| 1212 |
+
update_lora_dict(final_path)
|
| 1213 |
+
return final_path
|
| 1214 |
+
|
| 1215 |
+
|
| 1216 |
def download_lora(dl_urls: str):
|
| 1217 |
global loras_url_to_path_dict
|
| 1218 |
dl_path = ""
|
| 1219 |
+
for url in [url.strip() for url in dl_urls.split(',') if url.strip()]:
|
| 1220 |
+
cached_path = loras_url_to_path_dict.get(url, "")
|
| 1221 |
+
if cached_path and Path(cached_path).exists():
|
| 1222 |
+
dl_path = cached_path
|
| 1223 |
+
continue
|
| 1224 |
+
|
| 1225 |
+
if is_civitai_url(url):
|
| 1226 |
+
normalized_url = get_civitai_request_context(url, api_key=CIVITAI_API_KEY).get("normalized_url", "")
|
| 1227 |
+
cached_path = loras_url_to_path_dict.get(normalized_url, "") if normalized_url else ""
|
| 1228 |
+
if cached_path and Path(cached_path).exists():
|
| 1229 |
+
loras_url_to_path_dict[url] = cached_path
|
| 1230 |
+
dl_path = cached_path
|
| 1231 |
+
continue
|
| 1232 |
+
|
| 1233 |
+
downloaded_path = download_things(DIRECTORY_LORAS, url, HF_TOKEN, CIVITAI_API_KEY)
|
| 1234 |
+
final_path = finalize_downloaded_lora_path(downloaded_path or "", source_url=url)
|
| 1235 |
+
if final_path:
|
| 1236 |
+
dl_path = final_path
|
|
|
|
| 1237 |
return dl_path
|
| 1238 |
|
| 1239 |
|
|
|
|
| 1296 |
|
| 1297 |
def get_valid_lora_path(query: str):
|
| 1298 |
path = None
|
| 1299 |
+
if not query or query == "None":
|
| 1300 |
+
return None
|
| 1301 |
+
if to_lora_key(query) in loras_dict.keys():
|
| 1302 |
+
return query
|
| 1303 |
+
if query in loras_url_to_path_dict.keys():
|
| 1304 |
+
path = loras_url_to_path_dict[query]
|
| 1305 |
+
else:
|
| 1306 |
+
path = to_lora_path(query.strip().split('/')[-1])
|
| 1307 |
+
if path and Path(path).exists():
|
| 1308 |
return path
|
| 1309 |
else:
|
| 1310 |
return None
|
|
|
|
| 1353 |
wt = result[0][1]
|
| 1354 |
path = to_lora_path(key)
|
| 1355 |
if not key in loras_dict.keys() or not Path(path).exists():
|
| 1356 |
+
path = get_valid_lora_name(path, model_name)
|
| 1357 |
if not path or path == "None": continue
|
| 1358 |
if path in lora_paths or key in lora_paths:
|
| 1359 |
continue
|
|
|
|
| 1593 |
def get_civitai_info(path):
|
| 1594 |
global civitai_not_exists_list, loras_url_to_path_dict
|
| 1595 |
default = ["", "", "", "", ""]
|
| 1596 |
+
if path in set(civitai_not_exists_list):
|
| 1597 |
+
return default
|
| 1598 |
+
if not Path(path).exists():
|
| 1599 |
+
return None
|
| 1600 |
+
|
| 1601 |
+
headers = get_civitai_headers(CIVITAI_API_KEY)
|
| 1602 |
base_url = 'https://civitai.com/api/v1/model-versions/by-hash/'
|
| 1603 |
+
session = create_retry_session()
|
| 1604 |
+
|
|
|
|
|
|
|
| 1605 |
import hashlib
|
| 1606 |
+
sha256_hash = hashlib.sha256()
|
| 1607 |
with open(path, 'rb') as file:
|
| 1608 |
+
for chunk in iter(lambda: file.read(1024 * 1024), b''):
|
| 1609 |
+
sha256_hash.update(chunk)
|
| 1610 |
+
hash_sha256 = sha256_hash.hexdigest()
|
| 1611 |
url = base_url + hash_sha256
|
| 1612 |
try:
|
| 1613 |
+
r = session.get(url, headers=headers, stream=True, timeout=CIVITAI_METADATA_TIMEOUT)
|
| 1614 |
except Exception as e:
|
| 1615 |
+
print(f"Civitai by-hash lookup failed: {path} {type(e).__name__}: {e}")
|
| 1616 |
return default
|
| 1617 |
+
if not r.ok:
|
| 1618 |
+
print(f"Civitai by-hash lookup status={r.status_code}: {path}")
|
| 1619 |
+
if r.status_code == 404:
|
|
|
|
| 1620 |
civitai_not_exists_list.append(path)
|
| 1621 |
return default
|
| 1622 |
+
return None
|
| 1623 |
+
try:
|
| 1624 |
+
json_data = r.json()
|
| 1625 |
+
except Exception as e:
|
| 1626 |
+
print(f"Civitai by-hash JSON parse failed: {path} {type(e).__name__}: {e}")
|
| 1627 |
+
return default
|
| 1628 |
+
if 'baseModel' not in json_data:
|
| 1629 |
+
civitai_not_exists_list.append(path)
|
| 1630 |
+
return default
|
| 1631 |
+
|
| 1632 |
+
selected_file = pick_civitai_file_from_version_json(json_data, source_url=json_data.get('downloadUrl', ''))
|
| 1633 |
+
items = []
|
| 1634 |
+
items.append(" / ".join(json_data.get('trainedWords', [])))
|
| 1635 |
+
items.append(json_data.get('baseModel', ''))
|
| 1636 |
+
items.append(json_data.get('model', {}).get('name', ''))
|
| 1637 |
+
items.append(f"https://civitai.com/models/{json_data.get('modelId', '')}")
|
| 1638 |
+
images = json_data.get('images', []) if isinstance(json_data.get('images'), list) else []
|
| 1639 |
+
items.append(images[0].get('url', '') if images else '')
|
| 1640 |
+
download_url = selected_file.get('downloadUrl', '') or json_data.get('downloadUrl', '')
|
| 1641 |
+
if download_url:
|
| 1642 |
+
loras_url_to_path_dict[path] = normalize_civitai_download_api_url(download_url)
|
| 1643 |
+
return items
|
| 1644 |
|
| 1645 |
|
| 1646 |
def search_lora_on_civitai(query: str, allow_model: list[str] = ["Pony", "SDXL 1.0"], limit: int = 100,
|
| 1647 |
sort: str = "Highest Rated", period: str = "AllTime", tag: str = "", user: str = "", page: int = 1):
|
| 1648 |
+
headers = get_civitai_headers(CIVITAI_API_KEY)
|
|
|
|
|
|
|
| 1649 |
base_url = 'https://civitai.com/api/v1/models'
|
| 1650 |
params = {'types': ['LORA'], 'sort': sort, 'period': period, 'limit': limit, 'page': int(page), 'nsfw': 'true'}
|
| 1651 |
+
if query:
|
| 1652 |
+
params["query"] = query
|
| 1653 |
+
if tag:
|
| 1654 |
+
params["tag"] = tag
|
| 1655 |
+
if user:
|
| 1656 |
+
params["username"] = user
|
| 1657 |
+
session = create_retry_session()
|
| 1658 |
try:
|
| 1659 |
+
r = session.get(base_url, params=params, headers=headers, stream=True, timeout=CIVITAI_SEARCH_TIMEOUT)
|
| 1660 |
except Exception as e:
|
| 1661 |
+
print(f"Civitai search failed: query={query!r} page={page} {type(e).__name__}: {e}")
|
| 1662 |
return None
|
| 1663 |
+
if not r.ok:
|
| 1664 |
+
print(f"Civitai search status={r.status_code}: query={query!r} page={page}")
|
| 1665 |
+
return None
|
| 1666 |
+
json = r.json()
|
| 1667 |
+
if 'items' not in json:
|
| 1668 |
+
print(f"Civitai search returned no items key: query={query!r} page={page}")
|
| 1669 |
+
return None
|
| 1670 |
+
items = []
|
| 1671 |
+
for j in json['items']:
|
| 1672 |
+
model_versions = j.get('modelVersions') if isinstance(j, dict) else []
|
| 1673 |
+
if not isinstance(model_versions, list):
|
| 1674 |
+
continue
|
| 1675 |
+
for model in model_versions:
|
| 1676 |
+
if not isinstance(model, dict):
|
| 1677 |
+
continue
|
| 1678 |
+
base_model = model.get('baseModel', '')
|
| 1679 |
+
if len(allow_model) != 0 and base_model not in set(allow_model):
|
| 1680 |
+
continue
|
| 1681 |
+
item = {}
|
| 1682 |
+
item['name'] = j['name'] if isinstance(j, dict) and 'name' in j else ""
|
| 1683 |
+
item['creator'] = j['creator']['username'] if isinstance(j, dict) and 'creator' in j and isinstance(j['creator'], dict) and 'username' in j['creator'] else ""
|
| 1684 |
+
item['tags'] = j['tags'] if isinstance(j, dict) and 'tags' in j else []
|
| 1685 |
+
item['model_name'] = model.get('name', '')
|
| 1686 |
+
item['base_model'] = base_model
|
| 1687 |
+
item['description'] = model.get('description', '')
|
| 1688 |
+
item['dl_url'] = model.get('downloadUrl', '')
|
| 1689 |
+
item['md'] = ""
|
| 1690 |
+
if 'images' in model.keys() and len(model["images"]) != 0:
|
| 1691 |
+
item['img_url'] = model["images"][0]["url"]
|
| 1692 |
+
item['md'] += f'<img src="{model["images"][0]["url"]}#float" alt="thumbnail" width="150" height="240"><br>'
|
| 1693 |
+
else:
|
| 1694 |
+
item['img_url'] = "/home/user/app/null.png"
|
| 1695 |
+
item['md'] += f'''Model URL: [https://civitai.com/models/{j["id"]}](https://civitai.com/models/{j["id"]})<br>Model Name: {item["name"]}<br>
|
| 1696 |
+
Creator: {item["creator"]}<br>Tags: {", ".join(item["tags"])}<br>Base Model: {item["base_model"]}<br>Description: {item["description"]}'''
|
| 1697 |
+
items.append(item)
|
| 1698 |
+
return items
|
| 1699 |
|
| 1700 |
|
| 1701 |
def search_civitai_lora(query, base_model=[], sort=CIVITAI_SORT[0], period=CIVITAI_PERIOD[0], tag="", user="", gallery=[]):
|