prediff_code/test.py

import os
import warnings


pretrained_sevirlr_vae_name = "pretrained_sevirlr_vae_8x8x64_v1.pt"
pretrained_sevirlr_earthformerunet_name = "pretrained_sevirlr_earthformerunet_v1.pt"
pretrained_sevirlr_alignment_name = "pretrained_sevirlr_alignment_avg_x_cuboid_v1.pt"

pretrained_i3d_400_name = "pretrained_i3d_400.pt"
pretrained_i3d_600_name = "pretrained_i3d_600.pt"

# file_id_dict = {
#     pretrained_sevirlr_vae_name: "10OicEQuOPzSKDp5WYF3zDHsL-COywe98",
#     pretrained_sevirlr_earthformerunet_name: "1cVB0Sm2V4OMTLxNNEXlb2__ONqSAjUDJ",
#     pretrained_sevirlr_alignment_name: "1CzrzNVDVTyc8ivnWqEOiJnrN6wraY6fy",
#     pretrained_i3d_400_name: "1UwfpQEIi1jJqGmTmRWcIClEpXF3jKwOq",
#     pretrained_i3d_600_name: "1wiueaTRfi0DqJUUaIF3l_ze8OMNF5NIQ",
# }
file_id_dict = {
    pretrained_sevirlr_vae_name: "EZ-BfMnX-dhFrccXtLuCB78BPs3xBc-ke1BG4_9Jf7UblQ?e=bMplKs",
    pretrained_sevirlr_earthformerunet_name: "EUp432GSXplCuhN7-WUF6YsBK4WrWiL8A9RZCA1Pf9D0Ag?e=eY6hcQ",
    pretrained_sevirlr_alignment_name: "EWHH7y6w9D5Dg01YNX99IFQBA3tCR2a7s7z7Xv0BiNLV7Q?e=Hd9jCH",
    pretrained_i3d_400_name: "ESSxcaYvlrlAvXnsJoQ8P-kBusWJiM1D8pOu7wcNEVmzcw?e=HqWz8F",
    pretrained_i3d_600_name: "EU6tZPSExoZIgoAwu5hTkjoBBJu1RBFepjFsP68Msb6JFA?e=31aIfa",
}


def download_pretrained_weights(ckpt_name, save_dir=None, exist_ok=False):
    r"""
    Download pretrained weights from Google Drive.

    Parameters
    ----------
    ckpt_name:  str
    save_dir:   str
    exist_ok:   bool
    """
    ckpt_path = os.path.join(save_dir, ckpt_name)
    if os.path.exists(ckpt_path) and not exist_ok:
        warnings.warn(f"Checkpoint file {ckpt_path} already exists!")
    else:
        os.makedirs(save_dir, exist_ok=True)
        file_id = file_id_dict[ckpt_name]
        # os.system(f"wget --load-cookies /tmp/cookies.txt "
        #           f"\"https://docs.google.com/uc?export=download&confirm="
        #           f"$(wget --quiet --save-cookies /tmp/cookies.txt --keep-session-cookies --no-check-certificate "
        #           f"'https://docs.google.com/uc?export=download&id={file_id}'"
        #           f" -O- | sed -rn 's/.*confirm=([0-9A-Za-z_]+).*/\1\n/p')"
        #           f"&id={file_id}\" -O {ckpt_path} && rm -rf /tmp/cookies.txt")
        
        os.system(f"wget https://hkustconnect-my.sharepoint.com/:u:/g/personal/zgaoag_connect_ust_hk/{file_id}"
                  f"\&download=1 -O {ckpt_path}")

if __name__ == "__main__":
    download_pretrained_weights("pretrained_i3d_400.pt",save_dir = "/cm/archive/vinhbk1/prediff_log_temp/pretrained_weights/metrics",exist_ok=True)