import io, struct, zipfile, zlib, requests from requests.adapters import HTTPAdapter from urllib3.util.retry import Retry HF = "https://huggingface.co/datasets/nkp37/OpenVid-1M/resolve/main" def make_session(total=10, backoff=1.5): """Session that transparently retries 429/5xx with exponential backoff, honouring Retry-After when HF sends it.""" s = requests.Session() r = Retry(total=total, connect=total, read=total, status=total, backoff_factor=backoff, status_forcelist=[429, 500, 502, 503, 504], allowed_methods=["GET", "HEAD"], respect_retry_after_header=True, raise_on_status=False) ad = HTTPAdapter(max_retries=r, pool_connections=64, pool_maxsize=64) s.mount("https://", ad); s.mount("http://", ad) return s SPLIT_PARTS = {73,76,78,83,88,89,92,95,96,102,103,111,118,183,184,185} def part_urls(i): if i in SPLIT_PARTS: return [f"{HF}/OpenVid_part{i}_partaa", f"{HF}/OpenVid_part{i}_partab"] return [f"{HF}/OpenVid_part{i}.zip"] class RangeFile(io.RawIOBase): """Several URLs concatenated into one seekable read-only file.""" def __init__(self, urls, session=None, timeout=60): self.urls, self.s, self.timeout = list(urls), session or make_session(), timeout self.sizes = [int(self.s.head(u, allow_redirects=True, timeout=timeout) .headers["Content-Length"]) for u in self.urls] self.offs, acc = [], 0 for sz in self.sizes: self.offs.append(acc); acc += sz self.size, self.pos, self.bytes_fetched = acc, 0, 0 def seek(self, off, whence=0): self.pos = off if whence == 0 else (self.pos + off if whence == 1 else self.size + off) return self.pos def tell(self): return self.pos def seekable(self): return True def readable(self): return True def read(self, n=-1): n = self.size - self.pos if (n is None or n < 0) else min(n, self.size - self.pos) if n <= 0: return b"" out = bytearray() while n > 0: k = max(j for j, o in enumerate(self.offs) if o <= self.pos) local = self.pos - self.offs[k] take = min(n, self.sizes[k] - local) r = self.s.get(self.urls[k], headers={"Range": f"bytes={local}-{local+take-1}"}, allow_redirects=True, timeout=self.timeout) r.raise_for_status() out += r.content self.pos += len(r.content); n -= len(r.content); self.bytes_fetched += len(r.content) if len(r.content) < take: break return bytes(out) def open_part(i, session=None): rf = RangeFile(part_urls(i), session or make_session()) return zipfile.ZipFile(rf), rf def read_member(z, rf, member): """Read one zip member with a SINGLE HTTP Range request. zipfile.ZipFile.read() costs 3-4 round trips per member (local header, file name, extra field, payload). Over HTTP that is latency- and request-rate- bound, and HF throttles on request count, so we fetch [local header .. end of payload] in one go and parse the 30-byte header locally. Members are deflated; zlib with a raw (-15) window undoes that. """ zi = z.getinfo(member) if zi.compress_type not in (zipfile.ZIP_STORED, zipfile.ZIP_DEFLATED): return z.read(member) # exotic method: stay correct SLACK = 30 + 1024 # header + filename + extra rf.seek(zi.header_offset) blob = rf.read(SLACK + zi.compress_size) if len(blob) < 30 or blob[:4] != b"PK\x03\x04": raise IOError(f"bad local header for {member}") fnl, exl = struct.unpack(" SLACK rf.seek(zi.header_offset + off + len(raw)) raw += rf.read(zi.compress_size - len(raw)) if len(raw) != zi.compress_size: raise IOError(f"short read {member}: {len(raw)}/{zi.compress_size}") data = raw if zi.compress_type == zipfile.ZIP_STORED else zlib.decompress(raw, -15) if len(data) != zi.file_size: raise IOError(f"bad size {member}: {len(data)}/{zi.file_size}") return data