wehub-resource-sync
59 lines
2.1 KiB
Python
59 lines
2.1 KiB
Python
# Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import json
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import os
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from typing import List, Tuple
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from paddlenlp.utils.downloader import COMMUNITY_MODEL_PREFIX, get_path_from_url
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from paddlenlp.utils.env import MODEL_HOME
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from paddlenlp.utils.log import logger
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COMMUNITY_MODEL_CONFIG_FILE_NAME = "community_models.json"
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def load_community_models() -> List[Tuple[str, str]]:
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"""load community models based on remote models.json
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Returns:
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List[Tuple[str, str]]: the name tuples of community models
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"""
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# 1. check & download community models.json
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local_community_model_config_path = os.path.join(MODEL_HOME, "community_models.json")
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if not os.path.exists(local_community_model_config_path):
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logger.info("download community model configuration from server ...")
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remote_community_model_path = "/".join([COMMUNITY_MODEL_PREFIX, COMMUNITY_MODEL_CONFIG_FILE_NAME])
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cache_dir = os.path.join(MODEL_HOME)
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local_community_model_config_path = get_path_from_url(remote_community_model_path, root_dir=cache_dir)
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# 2. load configuration
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#
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# config = {
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# "model_name": {
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# "type": "",
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# "files": ["", ""]
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# }
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# }
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#
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with open(local_community_model_config_path, "r", encoding="utf-8") as f:
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config = json.load(f)
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model_names = set()
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for model_name, obj in config.items():
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model_names.add((model_name, obj.get("model_type", "")))
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logger.info(f"find {len(model_names)} community models ...")
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return model_names
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