PaddleX/paddlex/inference/utils/official_models.py

# Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#    http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

import os
import shutil
import tempfile
from functools import lru_cache
from pathlib import Path

import huggingface_hub as hf_hub

hf_hub.logging.set_verbosity_error()

import requests

from ...utils import logging
from ...utils.cache import CACHE_DIR
from ...utils.download import download_and_extract
from ...utils.flags import MODEL_SOURCE

OFFICIAL_MODELS = {
    "ResNet18": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/ResNet18_infer.tar",
    "ResNet18_vd": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/ResNet18_vd_infer.tar",
    "ResNet34": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/ResNet34_infer.tar",
    "ResNet34_vd": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/ResNet34_vd_infer.tar",
    "ResNet50": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/ResNet50_infer.tar",
    "ResNet50_vd": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/ResNet50_vd_infer.tar",
    "ResNet101": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/ResNet101_infer.tar",
    "ResNet101_vd": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/ResNet101_vd_infer.tar",
    "ResNet152": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/ResNet152_infer.tar",
    "ResNet152_vd": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/ResNet152_vd_infer.tar",
    "ResNet200_vd": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/ResNet200_vd_infer.tar",
    "PP-LCNet_x0_25": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-LCNet_x0_25_infer.tar",
    "PP-LCNet_x0_25_textline_ori": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-LCNet_x0_25_textline_ori_infer.tar",
    "PP-LCNet_x0_35": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-LCNet_x0_35_infer.tar",
    "PP-LCNet_x0_5": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-LCNet_x0_5_infer.tar",
    "PP-LCNet_x0_75": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-LCNet_x0_75_infer.tar",
    "PP-LCNet_x1_0": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-LCNet_x1_0_infer.tar",
    "PP-LCNet_x1_0_doc_ori": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-LCNet_x1_0_doc_ori_infer.tar",
    "PP-LCNet_x1_0_textline_ori": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-LCNet_x1_0_textline_ori_infer.tar",
    "PP-LCNet_x1_5": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-LCNet_x1_5_infer.tar",
    "PP-LCNet_x2_5": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-LCNet_x2_5_infer.tar",
    "PP-LCNet_x2_0": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-LCNet_x2_0_infer.tar",
    "PP-LCNetV2_small": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-LCNetV2_small_infer.tar",
    "PP-LCNetV2_base": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-LCNetV2_base_infer.tar",
    "PP-LCNetV2_large": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-LCNetV2_large_infer.tar",
    "MobileNetV3_large_x0_35": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
MobileNetV3_large_x0_35_infer.tar",
    "MobileNetV3_large_x0_5": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
MobileNetV3_large_x0_5_infer.tar",
    "MobileNetV3_large_x0_75": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
MobileNetV3_large_x0_75_infer.tar",
    "MobileNetV3_large_x1_0": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
MobileNetV3_large_x1_0_infer.tar",
    "MobileNetV3_large_x1_25": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
MobileNetV3_large_x1_25_infer.tar",
    "MobileNetV3_small_x0_35": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
MobileNetV3_small_x0_35_infer.tar",
    "MobileNetV3_small_x0_5": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
MobileNetV3_small_x0_5_infer.tar",
    "MobileNetV3_small_x0_75": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
MobileNetV3_small_x0_75_infer.tar",
    "MobileNetV3_small_x1_0": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
MobileNetV3_small_x1_0_infer.tar",
    "MobileNetV3_small_x1_25": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
MobileNetV3_small_x1_25_infer.tar",
    "ConvNeXt_tiny": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/ConvNeXt_tiny_infer.tar",
    "ConvNeXt_small": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/ConvNeXt_small_infer.tar",
    "ConvNeXt_base_224": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/ConvNeXt_base_224_infer.tar",
    "ConvNeXt_base_384": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/ConvNeXt_base_384_infer.tar",
    "ConvNeXt_large_224": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/ConvNeXt_large_224_infer.tar",
    "ConvNeXt_large_384": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/ConvNeXt_large_384_infer.tar",
    "MobileNetV2_x0_25": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
MobileNetV2_x0_25_infer.tar",
    "MobileNetV2_x0_5": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/MobileNetV2_x0_5_infer.tar",
    "MobileNetV2_x1_0": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/MobileNetV2_x1_0_infer.tar",
    "MobileNetV2_x1_5": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/MobileNetV2_x1_5_infer.tar",
    "MobileNetV2_x2_0": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/MobileNetV2_x2_0_infer.tar",
    "MobileNetV1_x0_25": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
MobileNetV1_x0_25_infer.tar",
    "MobileNetV1_x0_5": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
MobileNetV1_x0_5_infer.tar",
    "MobileNetV1_x0_75": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
MobileNetV1_x0_75_infer.tar",
    "MobileNetV1_x1_0": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
MobileNetV1_x1_0_infer.tar",
    "SwinTransformer_tiny_patch4_window7_224": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
SwinTransformer_tiny_patch4_window7_224_infer.tar",
    "SwinTransformer_small_patch4_window7_224": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
SwinTransformer_small_patch4_window7_224_infer.tar",
    "SwinTransformer_base_patch4_window7_224": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
SwinTransformer_base_patch4_window7_224_infer.tar",
    "SwinTransformer_base_patch4_window12_384": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
SwinTransformer_base_patch4_window12_384_infer.tar",
    "SwinTransformer_large_patch4_window7_224": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
SwinTransformer_large_patch4_window7_224_infer.tar",
    "SwinTransformer_large_patch4_window12_384": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
SwinTransformer_large_patch4_window12_384_infer.tar",
    "PP-HGNet_tiny": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-HGNet_tiny_infer.tar",
    "PP-HGNet_small": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-HGNet_small_infer.tar",
    "PP-HGNet_base": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-HGNet_base_infer.tar",
    "PP-HGNetV2-B0": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-HGNetV2-B0_infer.tar",
    "PP-HGNetV2-B1": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-HGNetV2-B1_infer.tar",
    "PP-HGNetV2-B2": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-HGNetV2-B2_infer.tar",
    "PP-HGNetV2-B3": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-HGNetV2-B3_infer.tar",
    "PP-HGNetV2-B4": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-HGNetV2-B4_infer.tar",
    "PP-HGNetV2-B5": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-HGNetV2-B5_infer.tar",
    "PP-HGNetV2-B6": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-HGNetV2-B6_infer.tar",
    "FasterNet-L": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/FasterNet-L_infer.tar",
    "FasterNet-M": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/FasterNet-M_infer.tar",
    "FasterNet-S": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/FasterNet-S_infer.tar",
    "FasterNet-T0": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/FasterNet-T0_infer.tar",
    "FasterNet-T1": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/FasterNet-T1_infer.tar",
    "FasterNet-T2": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/FasterNet-T2_infer.tar",
    "StarNet-S1": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/StarNet-S1_infer.tar",
    "StarNet-S2": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/StarNet-S2_infer.tar",
    "StarNet-S3": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/StarNet-S3_infer.tar",
    "StarNet-S4": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/StarNet-S4_infer.tar",
    "MobileNetV4_conv_small": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/MobileNetV4_conv_small_infer.tar",
    "MobileNetV4_conv_medium": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/MobileNetV4_conv_medium_infer.tar",
    "MobileNetV4_conv_large": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/MobileNetV4_conv_large_infer.tar",
    "MobileNetV4_hybrid_medium": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/MobileNetV4_hybrid_medium_infer.tar",
    "MobileNetV4_hybrid_large": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/MobileNetV4_hybrid_large_infer.tar",
    "CLIP_vit_base_patch16_224": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
CLIP_vit_base_patch16_224_infer.tar",
    "CLIP_vit_large_patch14_224": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
CLIP_vit_large_patch14_224_infer.tar",
    "PP-LCNet_x1_0_ML": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-LCNet_x1_0_ML_infer.tar",
    "PP-HGNetV2-B0_ML": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-HGNetV2-B0_ML_infer.tar",
    "PP-HGNetV2-B4_ML": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-HGNetV2-B4_ML_infer.tar",
    "PP-HGNetV2-B6_ML": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-HGNetV2-B6_ML_infer.tar",
    "ResNet50_ML": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/ResNet50_ML_infer.tar",
    "CLIP_vit_base_patch16_448_ML": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/CLIP_vit_base_patch16_448_ML_infer.tar",
    "PP-YOLOE_plus-X": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-YOLOE_plus-X_infer.tar",
    "PP-YOLOE_plus-L": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-YOLOE_plus-L_infer.tar",
    "PP-YOLOE_plus-M": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-YOLOE_plus-M_infer.tar",
    "PP-YOLOE_plus-S": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-YOLOE_plus-S_infer.tar",
    "RT-DETR-L": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/RT-DETR-L_infer.tar",
    "RT-DETR-H": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/RT-DETR-H_infer.tar",
    "RT-DETR-X": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/RT-DETR-X_infer.tar",
    "YOLOv3-DarkNet53": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/YOLOv3-DarkNet53_infer.tar",
    "YOLOv3-MobileNetV3": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/YOLOv3-MobileNetV3_infer.tar",
    "YOLOv3-ResNet50_vd_DCN": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/YOLOv3-ResNet50_vd_DCN_infer.tar",
    "YOLOX-L": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/YOLOX-L_infer.tar",
    "YOLOX-M": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/YOLOX-M_infer.tar",
    "YOLOX-N": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/YOLOX-N_infer.tar",
    "YOLOX-S": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/YOLOX-S_infer.tar",
    "YOLOX-T": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/YOLOX-T_infer.tar",
    "YOLOX-X": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/YOLOX-X_infer.tar",
    "RT-DETR-R18": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/RT-DETR-R18_infer.tar",
    "RT-DETR-R50": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/RT-DETR-R50_infer.tar",
    "PicoDet-S": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PicoDet-S_infer.tar",
    "PicoDet-L": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PicoDet-L_infer.tar",
    "Deeplabv3-R50": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/Deeplabv3-R50_infer.tar",
    "Deeplabv3-R101": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/Deeplabv3-R101_infer.tar",
    "Deeplabv3_Plus-R50": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
Deeplabv3_Plus-R50_infer.tar",
    "Deeplabv3_Plus-R101": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
Deeplabv3_Plus-R101_infer.tar",
    "PP-ShiTuV2_rec": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-ShiTuV2_rec_infer.tar",
    "PP-ShiTuV2_rec_CLIP_vit_base": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
PP-ShiTuV2_rec_CLIP_vit_base_infer.tar",
    "PP-ShiTuV2_rec_CLIP_vit_large": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
PP-ShiTuV2_rec_CLIP_vit_large_infer.tar",
    "PP-LiteSeg-T": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-LiteSeg-T_infer.tar",
    "PP-LiteSeg-B": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-LiteSeg-B_infer.tar",
    "OCRNet_HRNet-W48": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/OCRNet_HRNet-W48_infer.tar",
    "OCRNet_HRNet-W18": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/OCRNet_HRNet-W18_infer.tar",
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    "whisper_medium": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/whisper_medium.tar",
    "whisper_small": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/whisper_small.tar",
    "whisper_tiny": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/whisper_tiny.tar",
    "PP-TSM-R50_8frames_uniform": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-TSM-R50_8frames_uniform_infer.tar",
    "PP-TSMv2-LCNetV2_8frames_uniform": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-TSMv2-LCNetV2_8frames_uniform_infer.tar",
    "PP-TSMv2-LCNetV2_16frames_uniform": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-TSMv2-LCNetV2_16frames_uniform_infer.tar",
    "MaskFormer_tiny": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/MaskFormer_tiny_infer.tar",
    "MaskFormer_small": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/MaskFormer_small_infer.tar",
    "PP-LCNet_x1_0_table_cls": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-LCNet_x1_0_table_cls_infer.tar",
    "SLANeXt_wired": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/SLANeXt_wired_infer.tar",
    "SLANeXt_wireless": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/SLANeXt_wireless_infer.tar",
    "RT-DETR-L_wired_table_cell_det": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/RT-DETR-L_wired_table_cell_det_infer.tar",
    "RT-DETR-L_wireless_table_cell_det": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/RT-DETR-L_wireless_table_cell_det_infer.tar",
    "YOWO": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/YOWO_infer.tar",
    "PP-TinyPose_128x96": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-TinyPose_128x96_infer.tar",
    "PP-TinyPose_256x192": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-TinyPose_256x192_infer.tar",
    "GroundingDINO-T": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/GroundingDINO-T_infer.tar",
    "SAM-H_box": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/SAM-H_box_infer.tar",
    "SAM-H_point": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/SAM-H_point_infer.tar",
    "PP-DocLayout-L": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-DocLayout-L_infer.tar",
    "PP-DocLayout-M": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-DocLayout-M_infer.tar",
    "PP-DocLayout-S": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-DocLayout-S_infer.tar",
    "PP-DocLayout_plus-L": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-DocLayout_plus-L_infer.tar",
    "PP-DocBlockLayout": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-DocBlockLayout_infer.tar",
    "BEVFusion": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/BEVFusion_infer.tar",
    "YOLO-Worldv2-L": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/YOLO-Worldv2-L_infer.tar",
    "PP-DocBee-2B": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-DocBee-2B_infer.tar",
    "PP-DocBee-7B": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-DocBee-7B_infer.tar",
    "PP-Chart2Table": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-Chart2Table_infer.tar",
    "PP-OCRv5_server_det": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv5_server_det_infer.tar",
    "PP-OCRv5_mobile_det": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-OCRv5_mobile_det_infer.tar",
    "PP-OCRv5_server_rec": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
PP-OCRv5_server_rec_infer.tar",
    "PP-OCRv5_mobile_rec": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/\
PP-OCRv5_mobile_rec_infer.tar",
    "PP-DocBee2-3B": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0.0/PP-DocBee2-3B_infer.tar",
}


HUGGINGFACE_MODELS = [
    "arabic_PP-OCRv3_mobile_rec",
    "chinese_cht_PP-OCRv3_mobile_rec",
    "ch_RepSVTR_rec",
    "ch_SVTRv2_rec",
    "cyrillic_PP-OCRv3_mobile_rec",
    "devanagari_PP-OCRv3_mobile_rec",
    "en_PP-OCRv3_mobile_rec",
    "en_PP-OCRv4_mobile_rec",
    "japan_PP-OCRv3_mobile_rec",
    "ka_PP-OCRv3_mobile_rec",
    "korean_PP-OCRv3_mobile_rec",
    "LaTeX_OCR_rec",
    "latin_PP-OCRv3_mobile_rec",
    "PicoDet_layout_1x",
    "PicoDet_layout_1x_table",
    "PicoDet-L_layout_17cls",
    "PicoDet-L_layout_3cls",
    "PicoDet-S_layout_17cls",
    "PicoDet-S_layout_3cls",
    "PP-DocBlockLayout",
    "PP-DocLayout-L",
    "PP-DocLayout-M",
    "PP-DocLayout_plus-L",
    "PP-DocLayout-S",
    "PP-FormulaNet-L",
    "PP-FormulaNet_plus-L",
    "PP-FormulaNet_plus-M",
    "PP-FormulaNet_plus-S",
    "PP-FormulaNet-S",
    "PP-LCNet_x0_25_textline_ori",
    "PP-LCNet_x1_0_doc_ori",
    "PP-LCNet_x1_0_table_cls",
    "PP-LCNet_x1_0_textline_ori",
    "PP-OCRv3_mobile_det",
    "PP-OCRv3_mobile_rec",
    "PP-OCRv3_server_det",
    "PP-OCRv4_mobile_det",
    "PP-OCRv4_mobile_rec",
    "PP-OCRv4_mobile_seal_det",
    "PP-OCRv4_server_det",
    "PP-OCRv4_server_rec_doc",
    "PP-OCRv4_server_rec",
    "PP-OCRv4_server_seal_det",
    "PP-OCRv5_mobile_det",
    "PP-OCRv5_mobile_rec",
    "PP-OCRv5_server_det",
    "PP-OCRv5_server_rec",
    "RT-DETR-H_layout_17cls",
    "RT-DETR-H_layout_3cls",
    "RT-DETR-L_wired_table_cell_det",
    "RT-DETR-L_wireless_table_cell_det",
    "SLANet",
    "SLANet_plus",
    "SLANeXt_wired",
    "SLANeXt_wireless",
    "ta_PP-OCRv3_mobile_rec",
    "te_PP-OCRv3_mobile_rec",
    "UniMERNet",
    "UVDoc",
]


@lru_cache(1)
def is_huggingface_accessible():
    try:
        response = requests.get("https://huggingface.co", timeout=1)
        return response.ok == True
    except requests.exceptions.RequestException as e:
        return False


class OfficialModelsDict(dict):
    """Official Models Dict"""

    _save_dir = Path(CACHE_DIR) / "official_models"

    def __getitem__(self, key):
        def _download_from_bos():
            url = super(OfficialModelsDict, self).__getitem__(key)
            download_and_extract(url, self._save_dir, f"{key}", overwrite=False)
            return self._save_dir / f"{key}"

        def _download_from_hf():
            local_dir = self._save_dir / f"{key}"
            try:
                if os.path.exists(local_dir):
                    hf_hub.snapshot_download(
                        repo_id=f"PaddlePaddle/{key}", local_dir=local_dir
                    )
                else:
                    with tempfile.TemporaryDirectory() as td:
                        temp_dir = os.path.join(td, "temp_dir")
                        hf_hub.snapshot_download(
                            repo_id=f"PaddlePaddle/{key}", local_dir=temp_dir
                        )
                        shutil.move(temp_dir, local_dir)
            except Exception as e:
                logging.warning(
                    f"Encounter exception when download model from huggingface: \n{e}.\nPaddleX would try to download from BOS."
                )
                return _download_from_bos()
            return local_dir

        logging.info(
            f"Using official model ({key}), the model files will be automatically downloaded and saved in {self._save_dir}."
        )

        if (
            MODEL_SOURCE.lower() == "huggingface"
            and is_huggingface_accessible()
            and key in HUGGINGFACE_MODELS
        ):
            return _download_from_hf()
        elif MODEL_SOURCE.lower() == "modelscope":
            raise Exception(
                f"ModelScope is not supported! Please use `HuggingFace` or `BOS`."
            )
        else:
            return _download_from_bos()


official_models = OfficialModelsDict(OFFICIAL_MODELS)