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app/core/derive_edges.py
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# app/core/derive_edges.py #!/usr/bin/env python3
# -*- coding: utf-8 -*- # -*- coding: utf-8 -*-
""" """
Edge-Ableitung (V2) Modul: app/core/derive_edges.py
Beibehaltung der bestehenden Funktionalität + Erweiterung: Zweck:
- Mehrere Inline-Referenzen in einer Zeile: rel: <relation> [[A]] [[B]] ... - Bewahrt bestehende Edgelogik (belongs_to, prev/next, references, backlink)
Kompatibel mit: - Ergänzt typenbasierte Default-Kanten (edge_defaults aus config/types.yaml)
- Strukturkanten: belongs_to / next / prev - Unterstützt "typed inline relations":
- Explizite Wikilinks -> references * [[rel:KIND | Target]]
- Inline-Relationen -> inline:rel * [[rel:KIND Target]]
- Callout-Kanten -> callout:edge * rel: KIND [[Target]]
- Typbasierte Default-Kanten (edge_defaults aus types.yaml) - Unterstützt Obsidian-Callouts:
* > [!edge] KIND: [[Target]] [[Target2]] ...
Kompatibilität:
- build_edges_for_note(...) Signatur unverändert
- rule_id Werte:
* structure:belongs_to
* structure:order
* explicit:wikilink
* inline:rel
* callout:edge
* edge_defaults:<type>:<relation>
* derived:backlink
""" """
from __future__ import annotations from __future__ import annotations
import os
import re import re
from typing import Dict, List, Iterable, Tuple, Set from typing import Iterable, List, Optional, Tuple, Set, Dict
# ---------------------------------------------------------------------- try:
# Regex-Bausteine import yaml # optional, nur für types.yaml
# ---------------------------------------------------------------------- except Exception: # pragma: no cover
yaml = None
# Wikilinks: [[Title]] oder [[Title|Alias]] # --------------------------------------------------------------------------- #
RE_WIKILINK = re.compile(r"\[\[([^\]|#]+)(?:#[^\]|]+)?(?:\|[^\]]+)?\]\]")
# Inline-Relationen (Variante B – von dir im Einsatz):
# rel: <relation> [[Target A]] [[Target B]] ...
RE_INLINE_REL_LINE = re.compile(
r"(?i)\brel\s*:\s*(?P<rel>[a-z_][a-z0-9_]+)\s+(?P<body>.+)$"
)
# Callout:
# > [!edge] <relation>: [[A]] [[B]]
RE_CALLOUT_HEADER = re.compile(r"^\s{0,3}>\s*\[\!edge\]\s*(?P<rel>[a-z_][a-z0-9_]+)\s*:\s*(?P<body>.*)$", re.IGNORECASE)
# ----------------------------------------------------------------------
# Utilities # Utilities
# ---------------------------------------------------------------------- # --------------------------------------------------------------------------- #
def _neighbors_chain(chunk_ids: List[str]) -> Iterable[Tuple[str, str]]: def _get(d: dict, *keys, default=None):
"""Erzeugt (prev, next) Paare entlang der Chunk-Sequenz.""" for k in keys:
for i in range(len(chunk_ids) - 1): if isinstance(d, dict) and k in d and d[k] is not None:
yield chunk_ids[i], chunk_ids[i + 1] return d[k]
return default
def _mk_edge_payload( def _chunk_text_for_refs(chunk: dict) -> str:
*, # bevorzugt 'window' → dann 'text' → 'content' → 'raw'
kind: str, return (
scope: str, _get(chunk, "window")
note_id: str, or _get(chunk, "text")
chunk_id: str | None = None, or _get(chunk, "content")
source_id: str, or _get(chunk, "raw")
target_id: str, or ""
rule_id: str, )
confidence: float,
) -> Dict: def _dedupe_seq(seq: Iterable[str]) -> List[str]:
""" seen: Set[str] = set()
Einheitliches Edge-Payload-Format. out: List[str] = []
""" for s in seq:
if s not in seen:
seen.add(s)
out.append(s)
return out
def _edge(kind: str, scope: str, source_id: str, target_id: str, note_id: str, extra: Optional[dict] = None) -> dict:
pl = { pl = {
"kind": kind, # z.B. references, depends_on, related_to, similar_to "kind": kind,
"scope": scope, # "chunk" oder "note" "relation": kind, # Alias (v2)
"note_id": note_id, # Note-Kontext (Quelle) "scope": scope, # "chunk" | "note"
"source_id": source_id, # id der Quelle (Chunk-ID oder Note-ID) "source_id": source_id,
"target_id": target_id, # Ziel (Note-ID oder Titel, falls Auflösung extern erfolgt) "target_id": target_id,
"rule_id": rule_id, "note_id": note_id, # Träger-Note der Kante
"confidence": confidence,
} }
if chunk_id: if extra:
pl["chunk_id"] = chunk_id pl.update(extra)
return pl return pl
def _mk_edge_id(kind: str, s: str, t: str, scope: str, rule_id: Optional[str] = None) -> str:
base = f"{kind}:{s}->{t}#{scope}"
if rule_id:
base += f"|{rule_id}"
try:
import hashlib
return hashlib.blake2s(base.encode("utf-8"), digest_size=12).hexdigest()
except Exception: # pragma: no cover
return base
# --------------------------------------------------------------------------- #
# Typen-Registry (types.yaml)
# --------------------------------------------------------------------------- #
def _env(n: str, default: Optional[str] = None) -> str:
v = os.getenv(n)
return v if v is not None else (default or "")
def _load_types_registry() -> dict:
"""Lädt die YAML-Registry aus MINDNET_TYPES_FILE oder ./config/types.yaml"""
p = _env("MINDNET_TYPES_FILE", "./config/types.yaml")
if not os.path.isfile(p) or yaml is None:
return {}
try:
with open(p, "r", encoding="utf-8") as f:
data = yaml.safe_load(f) or {}
return data
except Exception:
return {}
def _get_types_map(reg: dict) -> dict:
if isinstance(reg, dict) and isinstance(reg.get("types"), dict):
return reg["types"]
return reg if isinstance(reg, dict) else {}
def _edge_defaults_for(note_type: Optional[str], reg: dict) -> List[str]:
"""
Liefert die edge_defaults-Liste für den gegebenen Notiztyp.
Fallback-Reihenfolge:
1) reg['types'][note_type]['edge_defaults']
2) reg['defaults']['edge_defaults'] (oder 'default'/'global')
3) []
"""
types_map = _get_types_map(reg)
if note_type and isinstance(types_map, dict):
t = types_map.get(note_type)
if isinstance(t, dict) and isinstance(t.get("edge_defaults"), list):
return [str(x) for x in t["edge_defaults"] if isinstance(x, str)]
for key in ("defaults", "default", "global"):
v = reg.get(key)
if isinstance(v, dict) and isinstance(v.get("edge_defaults"), list):
return [str(x) for x in v["edge_defaults"] if isinstance(x, str)]
return []
# --------------------------------------------------------------------------- #
# Parser für Links / Relationen
# --------------------------------------------------------------------------- #
# Normale Wikilinks (Fallback)
_WIKILINK_RE = re.compile(r"\[\[(?:[^\|\]]+\|)?([a-zA-Z0-9_\-#:. ]+)\]\]")
# Getypte Inline-Relationen:
# [[rel:KIND | Target]]
# [[rel:KIND Target]]
_REL_PIPE = re.compile(r"\[\[\s*rel:(?P<kind>[a-z_]+)\s*\|\s*(?P<target>[^\]]+?)\s*\]\]", re.IGNORECASE)
_REL_SPACE = re.compile(r"\[\[\s*rel:(?P<kind>[a-z_]+)\s+(?P<target>[^\]]+?)\s*\]\]", re.IGNORECASE)
# rel: KIND [[Target]] (reines Textmuster)
_REL_TEXT = re.compile(r"rel\s*:\s*(?P<kind>[a-z_]+)\s*\[\[\s*(?P<target>[^\]]+?)\s*\]\]", re.IGNORECASE)
def _extract_typed_relations(text: str) -> Tuple[List[Tuple[str,str]], str]:
"""
Gibt Liste (kind, target) zurück und den Text mit entfernten getypten Relation-Links,
damit die generische Wikilink-Erkennung sie nicht doppelt zählt.
Unterstützt drei Varianten:
- [[rel:KIND | Target]]
- [[rel:KIND Target]]
- rel: KIND [[Target]]
"""
pairs: List[Tuple[str,str]] = []
def _collect(m):
k = (m.group("kind") or "").strip().lower()
t = (m.group("target") or "").strip()
if k and t:
pairs.append((k, t))
return "" # Link entfernen
text = _REL_PIPE.sub(_collect, text)
text = _REL_SPACE.sub(_collect, text)
text = _REL_TEXT.sub(_collect, text)
return pairs, text
# Obsidian Callout Parser
_CALLOUT_START = re.compile(r"^\s*>\s*\[!edge\]\s*(.*)$", re.IGNORECASE)
_REL_LINE = re.compile(r"^(?P<kind>[a-z_]+)\s*:\s*(?P<targets>.+?)\s*$", re.IGNORECASE)
_WIKILINKS_IN_LINE = re.compile(r"\[\[([^\]]+)\]\]")
def _extract_callout_relations(text: str) -> Tuple[List[Tuple[str,str]], str]:
"""
Findet [!edge]-Callouts und extrahiert (kind, target). Entfernt den gesamten
Callout-Block aus dem Text (damit Wikilinks daraus nicht zusätzlich als
"references" gezählt werden).
"""
if not text:
return [], text
lines = text.splitlines()
out_pairs: List[Tuple[str,str]] = []
keep_lines: List[str] = []
i = 0
while i < len(lines):
m = _CALLOUT_START.match(lines[i])
if not m:
keep_lines.append(lines[i])
i += 1
continue
block_lines: List[str] = []
first_rest = m.group(1) or ""
if first_rest.strip():
block_lines.append(first_rest)
i += 1
while i < len(lines) and lines[i].lstrip().startswith('>'):
block_lines.append(lines[i].lstrip()[1:].lstrip())
i += 1
for bl in block_lines:
mrel = _REL_LINE.match(bl)
if not mrel:
continue
kind = (mrel.group("kind") or "").strip().lower()
targets = mrel.group("targets") or ""
found = _WIKILINKS_IN_LINE.findall(targets)
if found:
for t in found:
t = t.strip()
if t:
out_pairs.append((kind, t))
else:
for raw in re.split(r"[,;]", targets):
t = raw.strip()
if t:
out_pairs.append((kind, t))
# Callout wird NICHT in keep_lines übernommen
continue
remainder = "\n".join(keep_lines)
return out_pairs, remainder
def _extract_wikilinks(text: str) -> List[str]: def _extract_wikilinks(text: str) -> List[str]:
""" ids: List[str] = []
Extrahiert alle Wikilink-Ziele (als Titel-Strings). for m in _WIKILINK_RE.finditer(text or ""):
""" ids.append(m.group(1).strip())
return [m.group(1).strip() for m in RE_WIKILINK.finditer(text or "")] return ids
def _extract_inline_relations_lines(text: str) -> List[Tuple[str, List[str]]]: # --------------------------------------------------------------------------- #
# Hauptfunktion
# --------------------------------------------------------------------------- #
def build_edges_for_note(
note_id: str,
chunks: List[dict],
note_level_references: Optional[List[str]] = None,
include_note_scope_refs: bool = False,
) -> List[dict]:
""" """
Findet Inline-Relationen in Zeilen wie: Erzeugt Kanten für eine Note.
rel: <relation> [[Target A]] [[Target B]]
Liefert Liste von (relation, [targets...]). - belongs_to: für jeden Chunk (chunk -> note)
- next / prev: zwischen aufeinanderfolgenden Chunks
- references: pro Chunk aus window/text (via Wikilinks)
- typed inline relations: [[rel:KIND | Target]] / [[rel:KIND Target]] / rel: KIND [[Target]]
- Obsidian Callouts: > [!edge] KIND: [[Target]] [[Target2]]
- optional note-scope references/backlinks: dedupliziert über alle Chunk-Funde + note_level_references
- typenbasierte Default-Kanten (edge_defaults) je gefundener Referenz
""" """
out: List[Tuple[str, List[str]]] = [] edges: List[dict] = []
if not text:
return out
for line in text.splitlines():
m = RE_INLINE_REL_LINE.search(line)
if not m:
continue
rel = m.group("rel").strip().lower()
body = m.group("body")
# alle [[...]] Ziele aus body herausziehen:
targets = _extract_wikilinks(body)
# falls im Body keine [[...]] vorkommen, versuche verbleibenden Text als ein Ziel (robust):
if not targets:
cleaned = body.strip()
if cleaned:
targets = [cleaned]
if targets:
out.append((rel, targets))
return out
def _extract_callout_edges(text: str) -> List[Tuple[str, List[str]]]: # Note-Typ (aus erstem Chunk erwartet)
""" note_type = None
Callout-Edges: if chunks:
> [!edge] <relation>: [[A]] [[B]] note_type = _get(chunks[0], "type")
pro Zeile eine Relation + 1..n Ziele
"""
out: List[Tuple[str, List[str]]] = []
if not text:
return out
for line in text.splitlines():
m = RE_CALLOUT_HEADER.match(line)
if not m:
continue
rel = m.group("rel").strip().lower()
body = m.group("body")
targets = _extract_wikilinks(body)
# Robustheit: wenn keine [[...]] vorhanden, restlicher body als ein Ziel
if not targets:
cleaned = body.strip()
if cleaned:
targets = [cleaned]
if targets:
out.append((rel, targets))
return out
# ---------------------------------------------------------------------- # 1) belongs_to
# Haupt-API for ch in chunks:
# ---------------------------------------------------------------------- cid = _get(ch, "chunk_id", "id")
def derive_edges(
note: Dict,
chunks: List[Dict],
types_cfg: Dict | None = None,
) -> List[Dict]:
"""
Leitet Kanten für eine Note ab.
Erwartete Felder:
note: {
"note_id": str,
"title": str,
"type": str,
"text": str
}
chunks: [{
"chunk_id": str,
"index": int,
"text": str,
...
}, ...]
types_cfg (aus types.yaml geladen) mit:
types_cfg["types"][<type>]["edge_defaults"] = [relation, ...]
(optional)
"""
edges: List[Dict] = []
note_id = note.get("note_id") or note.get("id")
note_title = note.get("title") or ""
note_type = (note.get("type") or "").strip().lower()
note_text = note.get("text") or ""
# ------------------------------------------------------------------
# 1) Strukturkanten je Chunk: belongs_to / next / prev
# ------------------------------------------------------------------
chunk_ids = [c.get("chunk_id") for c in chunks if c.get("chunk_id")]
# belongs_to
for c in chunks:
cid = c.get("chunk_id")
if not cid: if not cid:
continue continue
edges.append( edges.append(_edge("belongs_to", "chunk", cid, note_id, note_id, {
_mk_edge_payload( "chunk_id": cid,
kind="belongs_to", "edge_id": _mk_edge_id("belongs_to", cid, note_id, "chunk", "structure:belongs_to"),
scope="chunk", "provenance": "rule",
note_id=note_id, "rule_id": "structure:belongs_to",
chunk_id=cid, "confidence": 1.0,
source_id=cid, }))
target_id=note_id,
rule_id="structure:belongs_to",
confidence=1.0,
)
)
# next/prev
for prev_id, next_id in _neighbors_chain(chunk_ids):
# next
edges.append(
_mk_edge_payload(
kind="next",
scope="chunk",
note_id=note_id,
chunk_id=prev_id,
source_id=prev_id,
target_id=next_id,
rule_id="structure:next",
confidence=1.0,
)
)
# prev
edges.append(
_mk_edge_payload(
kind="prev",
scope="chunk",
note_id=note_id,
chunk_id=next_id,
source_id=next_id,
target_id=prev_id,
rule_id="structure:prev",
confidence=1.0,
)
)
# ------------------------------------------------------------------ # 2) next / prev
# 2) Explizite Referenzen (Wikilinks) + Inline-Relationen + Callouts for i in range(len(chunks) - 1):
# - Alles chunk-scope, Quelle = chunk_id (falls vorhanden), a, b = chunks[i], chunks[i + 1]
# sonst Note-scope als Fallback. a_id = _get(a, "chunk_id", "id")
# ------------------------------------------------------------------ b_id = _get(b, "chunk_id", "id")
# Sammle alle expliziten Ziele (für spätere edge_defaults) if not a_id or not b_id:
explicit_targets: Set[str] = set() continue
edges.append(_edge("next", "chunk", a_id, b_id, note_id, {
"chunk_id": a_id,
"edge_id": _mk_edge_id("next", a_id, b_id, "chunk", "structure:order"),
"provenance": "rule",
"rule_id": "structure:order",
"confidence": 0.95,
}))
edges.append(_edge("prev", "chunk", b_id, a_id, note_id, {
"chunk_id": b_id,
"edge_id": _mk_edge_id("prev", b_id, a_id, "chunk", "structure:order"),
"provenance": "rule",
"rule_id": "structure:order",
"confidence": 0.95,
}))
# pro Chunk prüfen # 3) references + typed inline + callouts + defaults (chunk-scope)
for c in chunks: reg = _load_types_registry()
cid = c.get("chunk_id") defaults = _edge_defaults_for(note_type, reg)
ctxt = c.get("text") or "" refs_all: List[str] = []
# 2a) Wikilinks -> references for ch in chunks:
for tgt in _extract_wikilinks(ctxt): cid = _get(ch, "chunk_id", "id")
explicit_targets.add(tgt) if not cid:
edges.append( continue
_mk_edge_payload( raw = _chunk_text_for_refs(ch)
kind="references",
scope="chunk",
note_id=note_id,
chunk_id=cid,
source_id=cid,
target_id=tgt,
rule_id="explicit:wikilink",
confidence=1.0,
)
)
# 2b) Inline-Relationen (mehrere Ziele erlaubt) # 3a) typed inline relations
for rel, targets in _extract_inline_relations_lines(ctxt): typed, remainder = _extract_typed_relations(raw)
for tgt in targets: for kind, target in typed:
explicit_targets.add(tgt) kind = kind.strip().lower()
edges.append( if not kind or not target:
_mk_edge_payload( continue
kind=rel, edges.append(_edge(kind, "chunk", cid, target, note_id, {
scope="chunk", "chunk_id": cid,
note_id=note_id, "edge_id": _mk_edge_id(kind, cid, target, "chunk", "inline:rel"),
chunk_id=cid, "provenance": "explicit",
source_id=cid, "rule_id": "inline:rel",
target_id=tgt, "confidence": 0.95,
rule_id="inline:rel", }))
confidence=0.95, if kind in {"related_to", "similar_to"}:
) edges.append(_edge(kind, "chunk", target, cid, note_id, {
) "chunk_id": cid,
"edge_id": _mk_edge_id(kind, target, cid, "chunk", "inline:rel"),
"provenance": "explicit",
"rule_id": "inline:rel",
"confidence": 0.95,
}))
# 2c) Callout-Edges (mehrere Ziele erlaubt) # 3b) callouts
for rel, targets in _extract_callout_edges(ctxt): call_pairs, remainder2 = _extract_callout_relations(remainder)
for tgt in targets: for kind, target in call_pairs:
explicit_targets.add(tgt) k = (kind or "").strip().lower()
edges.append( if not k or not target:
_mk_edge_payload( continue
kind=rel, edges.append(_edge(k, "chunk", cid, target, note_id, {
scope="chunk", "chunk_id": cid,
note_id=note_id, "edge_id": _mk_edge_id(k, cid, target, "chunk", "callout:edge"),
chunk_id=cid, "provenance": "explicit",
source_id=cid, "rule_id": "callout:edge",
target_id=tgt, "confidence": 0.95,
rule_id="callout:edge", }))
confidence=0.9, if k in {"related_to", "similar_to"}:
) edges.append(_edge(k, "chunk", target, cid, note_id, {
) "chunk_id": cid,
"edge_id": _mk_edge_id(k, target, cid, "chunk", "callout:edge"),
"provenance": "explicit",
"rule_id": "callout:edge",
"confidence": 0.95,
}))
# Fallback: Falls Note keinen Chunk-Text enthielt (theoretisch), # 3c) generische Wikilinks → references (+ defaults je Ref)
# prüfe Note-Text einmal global (liefert note-scope Kanten). refs = _extract_wikilinks(remainder2)
if not chunks and note_text: for r in refs:
# Wikilinks edges.append(_edge("references", "chunk", cid, r, note_id, {
for tgt in _extract_wikilinks(note_text): "chunk_id": cid,
explicit_targets.add(tgt) "ref_text": r,
edges.append( "edge_id": _mk_edge_id("references", cid, r, "chunk", "explicit:wikilink"),
_mk_edge_payload( "provenance": "explicit",
kind="references", "rule_id": "explicit:wikilink",
scope="note", "confidence": 1.0,
note_id=note_id, }))
source_id=note_id,
target_id=tgt,
rule_id="explicit:wikilink",
confidence=1.0,
)
)
# Inline
for rel, targets in _extract_inline_relations_lines(note_text):
for tgt in targets:
explicit_targets.add(tgt)
edges.append(
_mk_edge_payload(
kind=rel,
scope="note",
note_id=note_id,
source_id=note_id,
target_id=tgt,
rule_id="inline:rel",
confidence=0.95,
)
)
# Callouts
for rel, targets in _extract_callout_edges(note_text):
for tgt in targets:
explicit_targets.add(tgt)
edges.append(
_mk_edge_payload(
kind=rel,
scope="note",
note_id=note_id,
source_id=note_id,
target_id=tgt,
rule_id="callout:edge",
confidence=0.9,
)
)
# ------------------------------------------------------------------
# 3) Typbasierte Default-Kanten (edge_defaults)
# - nur, wenn es explizite Ziele gibt (sonst kein Ableitungsanker)
# ------------------------------------------------------------------
if types_cfg and explicit_targets:
type_entry = (types_cfg.get("types") or {}).get(note_type) or {}
defaults: List[str] = type_entry.get("edge_defaults") or []
defaults = [str(d).strip().lower() for d in defaults if str(d).strip()]
if defaults:
# default-Kanten als "note"-Scope (Konzeption: vom Note-Kontext aus)
for rel in defaults: for rel in defaults:
rule = f"edge_defaults:{note_type}:{rel}" if rel == "references":
for tgt in sorted(explicit_targets): continue
edges.append( edges.append(_edge(rel, "chunk", cid, r, note_id, {
_mk_edge_payload( "chunk_id": cid,
kind=rel, "edge_id": _mk_edge_id(rel, cid, r, "chunk", f"edge_defaults:{note_type}:{rel}"),
scope="note", "provenance": "rule",
note_id=note_id, "rule_id": f"edge_defaults:{note_type}:{rel}",
source_id=note_id, "confidence": 0.7,
target_id=tgt, }))
rule_id=rule, if rel in {"related_to", "similar_to"}:
confidence=0.7, edges.append(_edge(rel, "chunk", r, cid, note_id, {
) "chunk_id": cid,
) "edge_id": _mk_edge_id(rel, r, cid, "chunk", f"edge_defaults:{note_type}:{rel}"),
"provenance": "rule",
"rule_id": f"edge_defaults:{note_type}:{rel}",
"confidence": 0.7,
}))
# ------------------------------------------------------------------ refs_all.extend(refs)
# 4) De-Duplizierung (idempotent): Schlüssel (kind, scope, source_id, target_id, rule_id)
# ------------------------------------------------------------------ # 4) optional note-scope refs/backlinks (+ defaults)
seen: Set[Tuple[str, str, str, str, str]] = set() if include_note_scope_refs:
uniq: List[Dict] = [] refs_note = list(refs_all or [])
if note_level_references:
refs_note.extend([r for r in note_level_references if isinstance(r, str) and r])
refs_note = _dedupe_seq(refs_note)
for r in refs_note:
edges.append(_edge("references", "note", note_id, r, note_id, {
"edge_id": _mk_edge_id("references", note_id, r, "note", "explicit:note_scope"),
"provenance": "explicit",
"rule_id": "explicit:note_scope",
"confidence": 1.0,
}))
edges.append(_edge("backlink", "note", r, note_id, note_id, {
"edge_id": _mk_edge_id("backlink", r, note_id, "note", "derived:backlink"),
"provenance": "rule",
"rule_id": "derived:backlink",
"confidence": 0.9,
}))
for rel in defaults:
if rel == "references":
continue
edges.append(_edge(rel, "note", note_id, r, note_id, {
"edge_id": _mk_edge_id(rel, note_id, r, "note", f"edge_defaults:{note_type}:{rel}"),
"provenance": "rule",
"rule_id": f"edge_defaults:{note_type}:{rel}",
"confidence": 0.7,
}))
if rel in {"related_to", "similar_to"}:
edges.append(_edge(rel, "note", r, note_id, note_id, {
"edge_id": _mk_edge_id(rel, r, note_id, "note", f"edge_defaults:{note_type}:{rel}"),
"provenance": "rule",
"rule_id": f"edge_defaults:{note_type}:{rel}",
"confidence": 0.7,
}))
# 5) De-Dupe (source_id, target_id, relation, rule_id)
seen: Set[Tuple[str,str,str,str]] = set()
out: List[dict] = []
for e in edges: for e in edges:
key = (e["kind"], e["scope"], e["source_id"], e["target_id"], e["rule_id"]) s = str(e.get("source_id") or "")
t = str(e.get("target_id") or "")
rel = str(e.get("relation") or e.get("kind") or "edge")
rule = str(e.get("rule_id") or "")
key = (s, t, rel, rule)
if key in seen: if key in seen:
continue continue
seen.add(key) seen.add(key)
uniq.append(e) out.append(e)
return out
return uniq