Files
olivv-cs-ComfyUI-FunPack/modules/training/lora/rated.py
T
Claude cfb55eff45 Training: choose which prompt parts become captions (prefix, main, postfix, variables)
Variables expand when ticked, stay as written otherwise.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
2026-10-17 15:55:24 +00:00

99 lines
4.3 KiB
Python

"""Results the person rated, found in their saved projects.
A render's rating lives on its scene (and on each earlier take); this reads the project files and
lists every rated result that still has a file, newest project first. The wording of a rating is
the rating feature's (`app/ui/features/rating/choices.js`): a number from 6 up is liked, a lower
one disliked, and "Disliked: bad image" / "Disliked: bad composition" say which way it went.
"""
from __future__ import annotations
from .store import kind_of
FORGET = "-Just forget it-"
LABEL_TITLES = {"liked": "Liked results", "disliked": "Disliked results", "bad_composition": "Bad composition results",
"bad_image": "Bad image results"}
def label_of(rating) -> str | None:
v = str(rating or "").replace("|loved", "").strip()
if not v or v == FORGET:
return None
if v == "Disliked: bad image":
return "bad_image"
if v == "Disliked: bad composition":
return "bad_composition"
if v.isdigit():
return "liked" if int(v) >= 6 else "disliked"
return "disliked" if v.startswith("Disliked") else None
def _media(raw):
if not isinstance(raw, dict):
return None
name = raw.get("filename")
if not isinstance(name, str) or not kind_of(name):
return None
return {"filename": name, "subfolder": str(raw.get("subfolder") or ""), "type": raw.get("type") if raw.get("type") in ("output", "temp", "input") else "output"}
INCLUDE = ("prefix", "main", "postfix", "variables")
def prompt_caption(text, doc=None, include=("main",), expand=None, resolve=None) -> str:
"""A rated result's prompt as a caption, from the parts asked for.
`include` names the parts: prefix and postfix are the project's anchor and postfix, main is the scene's own words,
variables fills in `$name` (left as written when not asked for). `expand(text)` is the app's shortcut
expansion; `resolve(text, variables)` fills the variables in.
"""
doc = doc if isinstance(doc, dict) else {}
want = set(include or ())
parts = []
if "prefix" in want:
parts.append(doc.get("anchor"))
if "main" in want:
parts.append(text)
if "postfix" in want and doc.get("postfix_enabled") is not False:
parts.append(doc.get("postfix"))
joined = " ".join(" ".join(str(p or "").split()) for p in parts).strip()
if expand and joined:
joined = " ".join(str(expand(joined)).split())
if "variables" in want and resolve:
joined = resolve(joined, doc.get("variables"))
return " ".join(joined.split())
def scan(projects, expand=None, resolve=None, include=("main",)) -> list[dict]:
"""[{project, project_name, label, rating, media, caption}] for every rated result in these project documents.
The caption is the prompt that made the result, built by `prompt_caption` from the parts in `include`.
"""
out, seen = [], set()
def take(doc, rating, media, caption):
label, media = label_of(rating), _media(media)
if label is None or media is None:
return
key = (media["type"], media["subfolder"], media["filename"])
if key in seen:
return
seen.add(key)
out.append({"project": doc.get("id", ""), "project_name": doc.get("name", ""), "label": label, "rating": str(rating),
"media": media, "caption": prompt_caption(caption, doc, include, expand, resolve)})
for doc in projects:
if not isinstance(doc, dict):
continue
scenes = {s.get("id"): s for s in doc.get("scenes") or [] if isinstance(s, dict)}
for sid, render in (doc.get("scene_renders") or {}).items():
scene, render = scenes.get(sid) or {}, render if isinstance(render, dict) else {}
rated = scene.get("rated") if isinstance(scene.get("rated"), dict) else {}
take(doc, scene.get("rating"), render.get("media"), rated.get("text") or render.get("text") or scene.get("text"))
for sid, takes in (doc.get("scene_variants") or {}).items():
for t in takes if isinstance(takes, list) else []:
if isinstance(t, dict):
rated = t.get("rated") if isinstance(t.get("rated"), dict) else {}
take(doc, t.get("rating"), t.get("media"), rated.get("text") or t.get("text"))
return out