Upload upload_file_to_hf.py
Browse files- upload_file_to_hf.py +72 -28
upload_file_to_hf.py
CHANGED
|
@@ -1,53 +1,98 @@
|
|
| 1 |
import logging
|
| 2 |
import os
|
|
|
|
| 3 |
import argparse
|
|
|
|
| 4 |
from tqdm import tqdm
|
| 5 |
from huggingface_hub import HfApi, CommitOperationAdd
|
| 6 |
from pathlib import Path
|
| 7 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 8 |
def get_all_file(directory: str) -> list:
|
| 9 |
-
|
| 10 |
file_list = []
|
| 11 |
for dirname, _, filenames in os.walk(directory):
|
| 12 |
for filename in filenames:
|
| 13 |
file_list.append(Path(os.path.join(dirname, filename)).as_posix())
|
| 14 |
-
|
| 15 |
return file_list
|
| 16 |
|
| 17 |
|
| 18 |
def filter_file(file_list: list, root_path) -> list:
|
| 19 |
-
|
| 20 |
file_list_ = []
|
| 21 |
for file_path in file_list:
|
| 22 |
rel_path = Path(os.path.relpath(file_path, root_path)).as_posix()
|
| 23 |
if rel_path.startswith(".git") or rel_path.startswith(".huggingface"):
|
| 24 |
continue
|
| 25 |
file_list_.append(file_path)
|
| 26 |
-
|
| 27 |
return file_list_
|
| 28 |
|
| 29 |
|
| 30 |
def get_hf_repo_file_list(hf_access_token, repo, repo_type):
|
| 31 |
-
|
| 32 |
api = HfApi()
|
| 33 |
model_list = api.list_repo_files(
|
| 34 |
repo_id = repo,
|
| 35 |
repo_type = repo_type,
|
| 36 |
token = hf_access_token
|
| 37 |
)
|
| 38 |
-
|
| 39 |
return model_list
|
| 40 |
|
| 41 |
|
| 42 |
def get_upload_list(file_list: list, hf_file_list: list, root_path) -> list:
|
| 43 |
-
|
| 44 |
upload_list = []
|
| 45 |
for file_path in file_list:
|
| 46 |
file_rel_path = Path(os.path.relpath(file_path, root_path)).as_posix()
|
| 47 |
if file_rel_path not in hf_file_list:
|
| 48 |
upload_list.append(file_path)
|
| 49 |
|
| 50 |
-
|
| 51 |
return upload_list
|
| 52 |
|
| 53 |
|
|
@@ -56,9 +101,9 @@ def upload_file_to_hf(hf_access_token: str, repo: str, repo_type: str, upload_fi
|
|
| 56 |
api = HfApi()
|
| 57 |
try:
|
| 58 |
api.whoami(token = hf_access_token)
|
| 59 |
-
|
| 60 |
except Exception as e:
|
| 61 |
-
|
| 62 |
|
| 63 |
# 添加文件操作
|
| 64 |
operations = []
|
|
@@ -67,17 +112,15 @@ def upload_file_to_hf(hf_access_token: str, repo: str, repo_type: str, upload_fi
|
|
| 67 |
|
| 68 |
operations.append(CommitOperationAdd(path_in_repo = hf_file_path, path_or_fileobj = local_file_path))
|
| 69 |
|
| 70 |
-
|
| 71 |
-
|
| 72 |
-
|
| 73 |
-
|
| 74 |
-
|
| 75 |
-
|
| 76 |
-
|
| 77 |
-
|
| 78 |
-
|
| 79 |
-
except:
|
| 80 |
-
logging.error("上传文件出错")
|
| 81 |
|
| 82 |
|
| 83 |
def get_args():
|
|
@@ -96,19 +139,19 @@ def main():
|
|
| 96 |
args = get_args()
|
| 97 |
|
| 98 |
if args.hf_token is None:
|
| 99 |
-
|
| 100 |
return
|
| 101 |
else:
|
| 102 |
hf_token = args.hf_token
|
| 103 |
|
| 104 |
if args.repo is None:
|
| 105 |
-
|
| 106 |
return
|
| 107 |
else:
|
| 108 |
repo = args.repo
|
| 109 |
|
| 110 |
if args.repo_type is None:
|
| 111 |
-
|
| 112 |
return
|
| 113 |
else:
|
| 114 |
repo_type = args.repo_type
|
|
@@ -118,9 +161,9 @@ def main():
|
|
| 118 |
else:
|
| 119 |
root_path = args.upload_path
|
| 120 |
|
| 121 |
-
|
| 122 |
-
|
| 123 |
-
|
| 124 |
|
| 125 |
all_file_list = get_all_file(root_path) # 本地所有文件的绝对路径
|
| 126 |
filtered_file_list = filter_file(all_file_list, root_path) # 除去不需要上传的文件
|
|
@@ -135,4 +178,5 @@ def main():
|
|
| 135 |
root_path = root_path)
|
| 136 |
|
| 137 |
|
| 138 |
-
|
|
|
|
|
|
| 1 |
import logging
|
| 2 |
import os
|
| 3 |
+
import copy
|
| 4 |
import argparse
|
| 5 |
+
import sys
|
| 6 |
from tqdm import tqdm
|
| 7 |
from huggingface_hub import HfApi, CommitOperationAdd
|
| 8 |
from pathlib import Path
|
| 9 |
|
| 10 |
+
|
| 11 |
+
|
| 12 |
+
class ColoredFormatter(logging.Formatter):
|
| 13 |
+
COLORS = {
|
| 14 |
+
"DEBUG": "\033[0;36m", # CYAN
|
| 15 |
+
"INFO": "\033[0;32m", # GREEN
|
| 16 |
+
"WARNING": "\033[0;33m", # YELLOW
|
| 17 |
+
"ERROR": "\033[0;31m", # RED
|
| 18 |
+
"CRITICAL": "\033[0;37;41m", # WHITE ON RED
|
| 19 |
+
"RESET": "\033[0m", # RESET COLOR
|
| 20 |
+
}
|
| 21 |
+
|
| 22 |
+
def format(self, record):
|
| 23 |
+
colored_record = copy.copy(record)
|
| 24 |
+
levelname = colored_record.levelname
|
| 25 |
+
seq = self.COLORS.get(levelname, self.COLORS["RESET"])
|
| 26 |
+
colored_record.levelname = f"{seq}{levelname}{self.COLORS['RESET']}"
|
| 27 |
+
return super().format(colored_record)
|
| 28 |
+
|
| 29 |
+
|
| 30 |
+
def get_logger() -> logging.Logger:
|
| 31 |
+
logger = logging.getLogger("HF-Uploader")
|
| 32 |
+
logger.propagate = False
|
| 33 |
+
|
| 34 |
+
if not logger.handlers:
|
| 35 |
+
handler = logging.StreamHandler(sys.stdout)
|
| 36 |
+
handler.setFormatter(
|
| 37 |
+
ColoredFormatter(
|
| 38 |
+
"[%(name)s]-|%(asctime)s|-%(levelname)s: %(message)s", "%H:%M:%S"
|
| 39 |
+
)
|
| 40 |
+
)
|
| 41 |
+
logger.addHandler(handler)
|
| 42 |
+
|
| 43 |
+
logger.setLevel(logging.INFO)
|
| 44 |
+
logger.debug("Logger initialized.")
|
| 45 |
+
|
| 46 |
+
return logger
|
| 47 |
+
|
| 48 |
+
|
| 49 |
+
|
| 50 |
+
logger = get_logger()
|
| 51 |
+
|
| 52 |
+
|
| 53 |
def get_all_file(directory: str) -> list:
|
| 54 |
+
logger.info(f"获取 {directory} 中的所有文件绝对路径中")
|
| 55 |
file_list = []
|
| 56 |
for dirname, _, filenames in os.walk(directory):
|
| 57 |
for filename in filenames:
|
| 58 |
file_list.append(Path(os.path.join(dirname, filename)).as_posix())
|
| 59 |
+
logger.info(f"{directory} 已有的文件数量: {len(file_list)}")
|
| 60 |
return file_list
|
| 61 |
|
| 62 |
|
| 63 |
def filter_file(file_list: list, root_path) -> list:
|
| 64 |
+
logger.info("过滤文件中")
|
| 65 |
file_list_ = []
|
| 66 |
for file_path in file_list:
|
| 67 |
rel_path = Path(os.path.relpath(file_path, root_path)).as_posix()
|
| 68 |
if rel_path.startswith(".git") or rel_path.startswith(".huggingface"):
|
| 69 |
continue
|
| 70 |
file_list_.append(file_path)
|
| 71 |
+
logger.info(f"过滤后的文件数量: {len(file_list_)}")
|
| 72 |
return file_list_
|
| 73 |
|
| 74 |
|
| 75 |
def get_hf_repo_file_list(hf_access_token, repo, repo_type):
|
| 76 |
+
logger.info(f"获取 {repo} 中的所有文件路径中")
|
| 77 |
api = HfApi()
|
| 78 |
model_list = api.list_repo_files(
|
| 79 |
repo_id = repo,
|
| 80 |
repo_type = repo_type,
|
| 81 |
token = hf_access_token
|
| 82 |
)
|
| 83 |
+
logger.info(f"{repo} 已有的文件数量: {len(model_list)}")
|
| 84 |
return model_list
|
| 85 |
|
| 86 |
|
| 87 |
def get_upload_list(file_list: list, hf_file_list: list, root_path) -> list:
|
| 88 |
+
logger.info("计算需要上传的文件中")
|
| 89 |
upload_list = []
|
| 90 |
for file_path in file_list:
|
| 91 |
file_rel_path = Path(os.path.relpath(file_path, root_path)).as_posix()
|
| 92 |
if file_rel_path not in hf_file_list:
|
| 93 |
upload_list.append(file_path)
|
| 94 |
|
| 95 |
+
logger.info(f"需要上传的文件数量: {len(upload_list)}")
|
| 96 |
return upload_list
|
| 97 |
|
| 98 |
|
|
|
|
| 101 |
api = HfApi()
|
| 102 |
try:
|
| 103 |
api.whoami(token = hf_access_token)
|
| 104 |
+
logger.info("HuggingFace Token 验证成功")
|
| 105 |
except Exception as e:
|
| 106 |
+
logger.info("HuggingFace Token 验证失败: ", e)
|
| 107 |
|
| 108 |
# 添加文件操作
|
| 109 |
operations = []
|
|
|
|
| 112 |
|
| 113 |
operations.append(CommitOperationAdd(path_in_repo = hf_file_path, path_or_fileobj = local_file_path))
|
| 114 |
|
| 115 |
+
api.create_commit(
|
| 116 |
+
repo_id = repo,
|
| 117 |
+
operations = operations,
|
| 118 |
+
commit_message = f"upload",
|
| 119 |
+
repo_type = repo_type,
|
| 120 |
+
token = hf_access_token
|
| 121 |
+
)
|
| 122 |
+
|
| 123 |
+
logger.info("上传文件结束")
|
|
|
|
|
|
|
| 124 |
|
| 125 |
|
| 126 |
def get_args():
|
|
|
|
| 139 |
args = get_args()
|
| 140 |
|
| 141 |
if args.hf_token is None:
|
| 142 |
+
logger.error("缺失 HF Token")
|
| 143 |
return
|
| 144 |
else:
|
| 145 |
hf_token = args.hf_token
|
| 146 |
|
| 147 |
if args.repo is None:
|
| 148 |
+
logger.error("未填写仓库名称")
|
| 149 |
return
|
| 150 |
else:
|
| 151 |
repo = args.repo
|
| 152 |
|
| 153 |
if args.repo_type is None:
|
| 154 |
+
logger.error("缺少仓库种类")
|
| 155 |
return
|
| 156 |
else:
|
| 157 |
repo_type = args.repo_type
|
|
|
|
| 161 |
else:
|
| 162 |
root_path = args.upload_path
|
| 163 |
|
| 164 |
+
logger.info(f"repo: {repo}")
|
| 165 |
+
logger.info(f"repo_type: {repo_type}")
|
| 166 |
+
logger.info(f"root_path: {root_path}")
|
| 167 |
|
| 168 |
all_file_list = get_all_file(root_path) # 本地所有文件的绝对路径
|
| 169 |
filtered_file_list = filter_file(all_file_list, root_path) # 除去不需要上传的文件
|
|
|
|
| 178 |
root_path = root_path)
|
| 179 |
|
| 180 |
|
| 181 |
+
if __name__ == "__main__":
|
| 182 |
+
main()
|