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| from hashlib import md5 | |
| from pathlib import Path | |
| import subprocess | |
| import requests | |
| from tqdm import tqdm | |
| PARENT_LINK = "https://a3s.fi/swift/v1/AUTH_a235c0f452d648828f745589cde1219a" | |
| FNAME2LINK = { | |
| # S3: Synchability: AudioSet (run 2) | |
| "24-01-22T20-34-52.pt": f"{PARENT_LINK}/sync/sync_models/24-01-22T20-34-52/24-01-22T20-34-52.pt", | |
| "cfg-24-01-22T20-34-52.yaml": f"{PARENT_LINK}/sync/sync_models/24-01-22T20-34-52/cfg-24-01-22T20-34-52.yaml", | |
| # S2: Synchformer: AudioSet (run 2) | |
| "24-01-04T16-39-21.pt": f"{PARENT_LINK}/sync/sync_models/24-01-04T16-39-21/24-01-04T16-39-21.pt", | |
| "cfg-24-01-04T16-39-21.yaml": f"{PARENT_LINK}/sync/sync_models/24-01-04T16-39-21/cfg-24-01-04T16-39-21.yaml", | |
| # S2: Synchformer: AudioSet (run 1) | |
| "23-08-28T11-23-23.pt": f"{PARENT_LINK}/sync/sync_models/23-08-28T11-23-23/23-08-28T11-23-23.pt", | |
| "cfg-23-08-28T11-23-23.yaml": f"{PARENT_LINK}/sync/sync_models/23-08-28T11-23-23/cfg-23-08-28T11-23-23.yaml", | |
| # S2: Synchformer: LRS3 (run 2) | |
| "23-12-23T18-33-57.pt": f"{PARENT_LINK}/sync/sync_models/23-12-23T18-33-57/23-12-23T18-33-57.pt", | |
| "cfg-23-12-23T18-33-57.yaml": f"{PARENT_LINK}/sync/sync_models/23-12-23T18-33-57/cfg-23-12-23T18-33-57.yaml", | |
| # S2: Synchformer: VGS (run 2) | |
| "24-01-02T10-00-53.pt": f"{PARENT_LINK}/sync/sync_models/24-01-02T10-00-53/24-01-02T10-00-53.pt", | |
| "cfg-24-01-02T10-00-53.yaml": f"{PARENT_LINK}/sync/sync_models/24-01-02T10-00-53/cfg-24-01-02T10-00-53.yaml", | |
| # SparseSync: ft VGGSound-Full | |
| "22-09-21T21-00-52.pt": f"{PARENT_LINK}/sync/sync_models/22-09-21T21-00-52/22-09-21T21-00-52.pt", | |
| "cfg-22-09-21T21-00-52.yaml": f"{PARENT_LINK}/sync/sync_models/22-09-21T21-00-52/cfg-22-09-21T21-00-52.yaml", | |
| # SparseSync: ft VGGSound-Sparse | |
| "22-07-28T15-49-45.pt": f"{PARENT_LINK}/sync/sync_models/22-07-28T15-49-45/22-07-28T15-49-45.pt", | |
| "cfg-22-07-28T15-49-45.yaml": f"{PARENT_LINK}/sync/sync_models/22-07-28T15-49-45/cfg-22-07-28T15-49-45.yaml", | |
| # SparseSync: only pt on LRS3 | |
| "22-07-13T22-25-49.pt": f"{PARENT_LINK}/sync/sync_models/22-07-13T22-25-49/22-07-13T22-25-49.pt", | |
| "cfg-22-07-13T22-25-49.yaml": f"{PARENT_LINK}/sync/sync_models/22-07-13T22-25-49/cfg-22-07-13T22-25-49.yaml", | |
| # SparseSync: feature extractors | |
| "ResNetAudio-22-08-04T09-51-04.pt": f"{PARENT_LINK}/sync/ResNetAudio-22-08-04T09-51-04.pt", # 2s | |
| "ResNetAudio-22-08-03T23-14-49.pt": f"{PARENT_LINK}/sync/ResNetAudio-22-08-03T23-14-49.pt", # 3s | |
| "ResNetAudio-22-08-03T23-14-28.pt": f"{PARENT_LINK}/sync/ResNetAudio-22-08-03T23-14-28.pt", # 4s | |
| "ResNetAudio-22-06-24T08-10-33.pt": f"{PARENT_LINK}/sync/ResNetAudio-22-06-24T08-10-33.pt", # 5s | |
| "ResNetAudio-22-06-24T17-31-07.pt": f"{PARENT_LINK}/sync/ResNetAudio-22-06-24T17-31-07.pt", # 6s | |
| "ResNetAudio-22-06-24T23-57-11.pt": f"{PARENT_LINK}/sync/ResNetAudio-22-06-24T23-57-11.pt", # 7s | |
| "ResNetAudio-22-06-25T04-35-42.pt": f"{PARENT_LINK}/sync/ResNetAudio-22-06-25T04-35-42.pt", # 8s | |
| } | |
| def check_if_file_exists_else_download(path, fname2link=FNAME2LINK, chunk_size=1024): | |
| """Checks if file exists, if not downloads it from the link to the path""" | |
| path = Path(path) | |
| if not path.exists(): | |
| path.parent.mkdir(exist_ok=True, parents=True) | |
| link = fname2link.get(path.name, None) | |
| if link is None: | |
| raise ValueError( | |
| f"Cant find the checkpoint file: {path}.", f"Please download it manually and ensure the path exists." | |
| ) | |
| with requests.get(fname2link[path.name], stream=True) as r: | |
| total_size = int(r.headers.get("content-length", 0)) | |
| with tqdm(total=total_size, unit="B", unit_scale=True) as pbar: | |
| with open(path, "wb") as f: | |
| for data in r.iter_content(chunk_size=chunk_size): | |
| if data: | |
| f.write(data) | |
| pbar.update(chunk_size) | |
| def which_ffmpeg() -> str: | |
| """Determines the path to ffmpeg library | |
| Returns: | |
| str -- path to the library | |
| """ | |
| result = subprocess.run(["which", "ffmpeg"], stdout=subprocess.PIPE, stderr=subprocess.STDOUT) | |
| ffmpeg_path = result.stdout.decode("utf-8").replace("\n", "") | |
| return ffmpeg_path | |
| def get_md5sum(path): | |
| hash_md5 = md5() | |
| with open(path, "rb") as f: | |
| for chunk in iter(lambda: f.read(4096 * 8), b""): | |
| hash_md5.update(chunk) | |
| md5sum = hash_md5.hexdigest() | |
| return md5sum | |
| class Config: | |
| def __init__(self, **kwargs): | |
| for k, v in kwargs.items(): | |
| setattr(self, k, v) | |