N4_slice / scripts /slice_n4_log.py
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#!/usr/bin/env python3
"""Slice RGC session log into 253 overlapping windows (match N4 data slices)."""
from __future__ import annotations
import argparse, os, sys
from pathlib import Path
from typing import List, Tuple
def human(n: float) -> str:
for unit in ("B", "KB", "MB", "GB", "TB"):
if abs(n) < 1024.0:
return f"{n:6.1f} {unit}"
n /= 1024.0
return f"{n:.1f} PB"
def find_line_aligned_offset(fh, target_byte: int, search_window: int = 512 * 1024) -> int:
file_size = fh.seek(0, os.SEEK_END)
if target_byte <= 0:
return 0
if target_byte >= file_size:
return file_size
start = max(0, target_byte - search_window // 4)
fh.seek(start)
buf = fh.read(min(search_window, file_size - start))
if not buf:
return file_size
if start > 0:
nl = buf.find(b"\n")
if nl < 0:
return min(file_size, start + len(buf))
buf = buf[nl + 1 :]
start += nl + 1
pos = start
for line in buf.splitlines(keepends=True):
pos += len(line)
if pos >= target_byte:
return min(pos, file_size)
return min(pos, file_size)
def compute_slice_plan(file_size: int, n_slices: int, overlap_bytes: int, fh) -> List[Tuple[int, int, int, int]]:
if file_size <= 0:
raise ValueError("Empty log file.")
nominal = file_size / n_slices
pure_bounds = [0]
for i in range(1, n_slices):
pure_bounds.append(find_line_aligned_offset(fh, int(i * nominal)))
pure_bounds.append(file_size)
plan = []
for i in range(n_slices):
pure_start, pure_end = pure_bounds[i], pure_bounds[i + 1]
if i == 0:
start = pure_start
else:
start = min(find_line_aligned_offset(fh, max(0, pure_start - overlap_bytes)), pure_start)
if i == n_slices - 1:
end = pure_end
else:
end = find_line_aligned_offset(fh, min(file_size, pure_end + overlap_bytes))
plan.append((i, start, end, pure_end))
return plan
def slice_log(src: Path, outdir: Path, n_slices: int = 253, overlap_mb: float = 1.5, bufsize: int = 8 * 1024 * 1024) -> None:
if not src.is_file():
sys.exit(f"ERROR: source file not found: {src}")
outdir.mkdir(parents=True, exist_ok=True)
overlap_bytes = int(overlap_mb * 1024 * 1024)
file_size = src.stat().st_size
print(f"Source : {src}")
print(f"Size : {human(file_size)}")
print(f"Slices : {n_slices}")
print(f"Overlap : {overlap_mb} MB ({human(overlap_bytes)})")
print(f"Output dir : {outdir}\n")
with open(src, "rb") as fh:
plan = compute_slice_plan(file_size, n_slices, overlap_bytes, fh)
manifest = []
for idx, start, end, pure_end in plan:
out_path = outdir / f"n4_log_{idx:03d}.log"
length = end - start
pure_start_i = 0 if idx == 0 else plan[idx - 1][3]
lead_ov = max(0, pure_start_i - start) if idx > 0 else 0
trail_ov = max(0, end - pure_end) if idx < n_slices - 1 else 0
with open(out_path, "wb") as out:
fh.seek(start)
remaining = length
while remaining > 0:
chunk = fh.read(min(bufsize, remaining))
if not chunk:
break
out.write(chunk)
remaining -= len(chunk)
final_size = out_path.stat().st_size
manifest.append({"idx": idx, "file": out_path.name, "start": start, "end": end, "bytes": final_size, "lead_ov": lead_ov, "trail_ov": trail_ov})
print(f" [{idx:03d}] {out_path.name} {human(final_size)} bytes {start:,}–{end:,} lead_ov={human(lead_ov)} trail_ov={human(trail_ov)}")
man_path = outdir / "log_slice_manifest.csv"
with open(man_path, "w", encoding="utf-8") as m:
m.write("slice_idx,filename,start_byte,end_byte,file_bytes,lead_overlap_bytes,trail_overlap_bytes\n")
for row in manifest:
m.write(f"{row['idx']},{row['file']},{row['start']},{row['end']},{row['bytes']},{row['lead_ov']},{row['trail_ov']}\n")
print(f"\nManifest written to {man_path}")
print(f"Done — {n_slices} log slices.")
def main() -> None:
p = argparse.ArgumentParser(description="Slice RGC session log into overlapping windows.")
p.add_argument("source", type=Path)
p.add_argument("--outdir", type=Path, default=Path("./n4_log_slices"))
p.add_argument("--n-slices", type=int, default=253)
p.add_argument("--overlap-mb", type=float, default=1.5)
args = p.parse_args()
if args.n_slices < 1 or args.overlap_mb < 0:
sys.exit("Invalid n-slices or overlap-mb")
slice_log(args.source, args.outdir, args.n_slices, args.overlap_mb)
if __name__ == "__main__":
main()