edgar_segmenter_artifacts / scripts /09_split_flagged.py
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"""Segment, by code only, the content rows the viewer already flags for splitting (Arthur, 2026-09-24:
"try segmenting the content whenever it was flagged already, use code only"; his example, doc-0035#28
`6(a)`: "(a) Except ... (i) control ..., (ii) provide ..., ... (vii) have ...", which 08 skipped because
its own leading "(a)" was taken for a one-item run).
Rows: unreviewed, not garbage, with a level and a marker (no toc / title / signature block), flagged
enum_merged, enum_heading, enum_runs_on, under_old_spans or model_miss "split" (viewer/dump_flags.ts),
and every row this script creates (passes repeat until nothing changes, so nested runs are cut too).
Enumerators: "(a)" "(A)" "(i)" "(I)" "(1)" standing alone (06_cut_enums_exhibits.py's TOKEN and its
cross-reference filters: "Section 5(a)", "(a) above", "sixty (60)" are not enumerators).
sibling split: the row opens with its own enumerator (s) and the same kind continues in sequence
in its text ("(i) control ..., (ii) provide ..."): the row keeps its first item, each further
item becomes a row right after it at the SAME level, marker = the row's marker with its last
"(s)" replaced ("6(a)(i)" -> "6(a)(ii)"); only when the marker ends with "(s)".
child split: otherwise, the row's own leading enumerator set aside, the earliest run that starts
at a first value (a / A / i / I / 1) or at (x), with 2+ items in sequence; the row keeps its
lead-in, items become children at level + 1, marker = parent + item in the 2026-09-24
convention ("6(a)" + (i) -> "6(a)(i)", "5" + (1) -> "5.1").
A run stops where its kind breaks sequence (a restart stays inside the last item). An item of the
other kind inside a run (a roman (i) inside (a)..(c)) stays in its item and is cut in a later pass.
Refused (listed): lead-in under 10 characters in a child split, an item under 20 characters, a
marker that already exists in the document.
Every row changed or created gets code_edit (heinous in the viewer until reviewed). Then run
03_place_annotations.py; cuts whose rows it cannot place are undone and each cut row's literal is
refreshed from its placed range (--finish does both).
Usage: python claude_run/NEW/scripts/09_split_flagged.py --flags /tmp/flags.json [--dry-run]
python claude_run/NEW/scripts/09_split_flagged.py --finish
"""
import argparse
import copy
import datetime
import importlib.util
import json
import re
import subprocess
import sys
from collections import Counter, defaultdict
from pathlib import Path
ROOT = Path(__file__).resolve().parents[1]
sys.path.insert(0, str(Path(__file__).resolve().parent))
from markers import _roman, canon, strip_path # noqa: E402
spec = importlib.util.spec_from_file_location("cut06", Path(__file__).resolve().parent / "06_cut_enums_exhibits.py")
c6 = importlib.util.module_from_spec(spec); spec.loader.exec_module(c6)
NOW = datetime.datetime.now(datetime.timezone.utc).isoformat(timespec="seconds")
SPLIT_FLAGS = {"enum_merged", "enum_heading", "enum_runs_on", "under_old_spans"}
KINDS = ("la", "lr", "ua", "ur", "d")
TAG = "split_flagged"
def index(v: str, kind: str) -> int | None:
"""0-based position of v in the kind's sequence, None when v is not of that kind."""
if kind == "d": return int(v) - 1 if v.isdigit() else None
if kind == "la": return ord(v) - 97 if len(v) == 1 and v.islower() else None
if kind == "ua": return ord(v) - 65 if len(v) == 1 and v.isupper() else None
if kind == "lr": return _roman(v) - 1 if v.islower() and _roman(v) else None
return _roman(v) - 1 if v.isupper() and _roman(v) else None
def tokens(t: str):
return [m for m in c6.TOKEN.finditer(t) if not c6.XREF_BEFORE.search(t[: m.start()]) and not c6.XREF_AFTER.match(t[m.end():])
and not (m.group(1).isdigit() and c6.NUMWORD.search(t[: m.start()]))]
def run_from(toks, k0, kind):
run = [toks[k0]]; want = index(toks[k0].group(1), kind) + 1
for m in toks[k0 + 1:]:
i = index(m.group(1), kind)
if i is None: continue # the other kind: nested, stays in its item
if i == want: run.append(m); want += 1; continue
# a single letter that is also a roman numeral ("(i)", "(v)") may be nested in a letter run
if kind in ("la", "ua") and index(m.group(1), "lr" if kind == "la" else "ur") is not None and len(m.group(1)) == 1 and i != want: continue
break # sequence broken: the run ends here
return run
def find(t: str):
"""('sibling' | 'child', kind, run, own) or (None, why)."""
toks = tokens(t)
own = toks[0] if toks and not t[: toks[0].start()].strip(" \"'“") else None
if own:
best = max(((kind, run_from(toks, 0, kind)) for kind in KINDS if index(own.group(1), kind) is not None), key=lambda x: len(x[1]), default=None)
if best and len(best[1]) >= 2: return "sibling", best[0], best[1], own
rest = toks[1:] if own else toks
for k, m in enumerate(rest):
for kind in KINDS:
i = index(m.group(1), kind)
if i == 0 or (kind == "la" and m.group(1) == "x"):
run = run_from(rest, k, kind)
if len(run) >= 2: return "child", kind, run, own
return None, "no run of 2+ items"
def main():
ap = argparse.ArgumentParser(); ap.add_argument("--flags"); ap.add_argument("--dry-run", action="store_true"); ap.add_argument("--finish", action="store_true"); a = ap.parse_args()
if a.finish: return finish()
rows = [json.loads(line) for line in (ROOT / "sot_provisioned.jsonl").open() if line.strip()]
flags = json.loads(Path(a.flags).read_text())
by = defaultdict(list)
for r in rows: by[r["document_id"]].append(r)
queue = []
for r in rows:
f = set(flags.get(r["row_id"], []))
if f & SPLIT_FLAGS or ("model_miss" in f and (r.get("model_miss") or {}).get("kind") == "split"): queue.append(r)
log = {"cuts": [], "skipped": []}; passes = 0
while queue:
passes += 1; nxt = []
for r in queue:
if r.get("is_garbage") or r.get("review"): continue
t = r.get("segment_text") or ""; pm = (r.get("full_marker") or "").strip(); did = r["document_id"]
if r.get("level") is None or not pm or strip_path(pm).lower() in c6.SKIP_MARKERS:
log["skipped"].append({"row_id": r["row_id"], "why": "no level / marker, or toc / title / signature block", "text": " ".join(t.split())[:90]}); continue
got = find(t)
if got[0] is None:
if passes == 1: log["skipped"].append({"row_id": r["row_id"], "why": got[1], "text": " ".join(t.split())[:90]})
continue
mode, kind, run, own = got
markers = {x.get("full_marker") for x in by[did]}
if mode == "sibling":
s = own.group(1)
if not pm.endswith(f"({s})") and not pm.endswith(f".{s}"):
log["skipped"].append({"row_id": r["row_id"], "why": f"sibling run but the marker {pm!r} does not end with its own ({s})", "text": " ".join(t.split())[:90]}); continue
base = pm[: -len(f"({s})")] if pm.endswith(f"({s})") else pm[: -len(f".{s}")]
mk = lambda v: canon(f"{base}({v})") or f"{base}({v})"; lvl = int(r["level"])
keep, items = t[: run[1].start()], run[1:]
else:
mk = lambda v: canon(f"{pm}-({v})" if pm.endswith("-paragraph") else f"{pm}({v})") or f"{pm}({v})"; lvl = int(r["level"]) + 1
keep, items = t[: run[0].start()], run
cuts = [m.start() for m in items] + [len(t)]
texts = [t[cuts[k]: cuts[k + 1]] for k in range(len(items))]
news = [mk(m.group(1)) for m in items]
why = ("lead-in under 10 characters" if mode == "child" and len(keep.strip()) < 10 else
"an item under 20 characters (a reference?)" if min(len(x.strip()) for x in texts + [keep]) < 20 else
f"{next(n for n in news if n in markers)!r} already exists" if any(n in markers for n in news) else None)
if why:
log["skipped"].append({"row_id": r["row_id"], "why": why, "text": " ".join(t.split())[:90]}); continue
r.setdefault("code_edit", []).append({"what": f"{TAG}_{mode}_parent" if mode == "child" else f"{TAG}_first_sibling", "at": NOW, "old": {"segment_text": t}})
r["segment_text"] = keep.strip()
kids = []
for k, (m, text, new) in enumerate(zip(items, texts, news)):
c = copy.deepcopy(r); c.pop("review", None); c.pop("model_miss", None)
c["row_id"] = f"{r['row_id']}#s{k + 1}"; c["segment_text"] = text.strip(); c["level"] = lvl; c["full_marker"] = new
c["code_edit"] = [{"what": f"{TAG}_{'child' if mode == 'child' else 'sibling'}", "at": NOW, "old": {"from_row": r["row_id"]}}]
if mode == "child" or r.get("classification") == "strict-enumerated": c["classification"] = "strict-enumerated"
kids.append(c)
n = len(kids); rr = by[did]
for x in rr: # renumber as 06_cut_enums_exhibits.py
if x is r: continue
if int(x["order"]) > int(r["order"]): x["order"] = int(x["order"]) + n
if x.get("sot_order") is not None and r.get("sot_order") is not None and int(x["sot_order"]) > int(r["sot_order"]): x["sot_order"] = int(x["sot_order"]) + n
for x in sorted([x for x in rr if int(x["order"]) > int(r["order"]) + n], key=lambda x: int(x["order"])):
if x.get("sot_item_id") in (0, None): break
x["sot_item_id"] = int(x["sot_item_id"]) + n
for k, c in enumerate(kids):
c["order"] = int(r["order"]) + k + 1
if r.get("sot_order") is not None: c["sot_order"] = int(r["sot_order"]) + k + 1
if r.get("sot_item_id") is not None: c["sot_item_id"] = int(r["sot_item_id"]) + k + 1
at = rows.index(r) + 1; rows[at:at] = kids; rr.extend(kids)
log["cuts"].append({"row_id": r["row_id"], "mode": mode, "marker": pm, "new": news, "pass": passes})
nxt += [r] + kids # nested runs: cut again next pass
queue = nxt
for x in log["cuts"]: print(f"{x['mode']:8} p{x['pass']} {x['row_id']:26} {x['marker']!r} -> {x['new']}")
print(json.dumps({"cuts": len(log["cuts"]), "by_mode": dict(Counter(x["mode"] for x in log["cuts"])), "rows_created": sum(len(x["new"]) for x in log["cuts"]), "passes": passes,
"skipped": dict(Counter(x["why"].split(" ->")[0] if "already" not in x["why"] else "marker already exists" for x in log["skipped"]))}),
"(dry run)" if a.dry_run else "(written)")
(ROOT / "results/09_split_flagged.log.json").write_text(json.dumps(log, ensure_ascii=False, indent=1))
if a.dry_run: return
write(rows)
with (ROOT / "viewer/edits.log.jsonl").open("a") as fh:
fh.write(json.dumps({"at": NOW, "by": "Claude, at Arthur's request (09_split_flagged.py: flagged rows segmented by code; every row marked code_edit)", "changes": log}, ensure_ascii=False) + "\n")
def write(rows):
tmp = ROOT / "sot_provisioned.jsonl.tmp"
with tmp.open("w") as fh:
for r in rows: fh.write(json.dumps(r, ensure_ascii=False) + "\n")
tmp.replace(ROOT / "sot_provisioned.jsonl")
def finish():
"""Place; undo every cut with a row 03 cannot place; place again; refresh the cut rows' literal."""
py = str(ROOT.parents[1] / ".venv/bin/python"); place = lambda: subprocess.run([py, str(ROOT / "scripts/03_place_annotations.py")], check=True, capture_output=True, text=True).stdout.strip().splitlines()[-1]
print("placed:", place())
rep = json.loads((ROOT / "sot_annotated.report.json").read_text())
cut_parents = {x["row_id"] for x in json.loads((ROOT / "results/09_split_flagged.log.json").read_text())["cuts"]}
lost = {x["row_id"] for x in rep.get("not_found", []) + rep.get("leftover_copies", []) if "#s" in x.get("row_id", "") or x.get("row_id") in cut_parents}
rows = [json.loads(line) for line in (ROOT / "sot_provisioned.jsonl").open() if line.strip()]
parents = set()
for rid in lost: # the cut that made it: undo it whole (every #s row of that parent, and deeper cuts below them)
parents.add(rid if rid in cut_parents else rid.rsplit("#s", 1)[0])
if parents:
drop = {r["row_id"] for r in rows if any(r["row_id"].startswith(p + "#s") for p in parents)}
by = defaultdict(list)
for r in rows: by[r["document_id"]].append(r)
for r in rows:
if r["row_id"] not in parents: continue
ce = [x for x in r["code_edit"] if x["what"].startswith(TAG) and "segment_text" in x.get("old", {})][-1]
r["segment_text"] = " ".join(ce["old"]["segment_text"].split()); r["code_edit"].remove(ce)
if not r["code_edit"]: del r["code_edit"]
rows = [r for r in rows if r["row_id"] not in drop]
for did in {p.split("#")[0] for p in parents}: # renumber the document's order densely, keeping its sequence
rr = sorted([r for r in rows if r["document_id"] == did], key=lambda r: int(r["order"]))
for k, r in enumerate(rr): r["order"] = k
print(f"undone: {len(parents)} cuts ({len(drop)} rows) whose rows 03 could not place: {sorted(parents)}")
write(rows); print("placed:", place())
ann = {json.loads(x)["row_id"]: json.loads(x) for x in (ROOT / "sot_annotated.jsonl").open()}
texts = json.loads((ROOT / "viewer/data/texts.json").read_text()); n = 0
for r in rows:
if not any(x["what"].startswith(("enum_cut", TAG)) for x in (r.get("code_edit") or [])) or r["row_id"] not in ann: continue
lit = "".join(texts[r["document_id"]][x["start"]:x["end"]] for x in ann[r["row_id"]]["source"]["ranges"])
if r.get("literal") != lit: r["literal"] = lit; n += 1
write(rows); print("literal refreshed:", n)
if __name__ == "__main__":
main()