From 349098a7ccfc740033edf12a73cb9e0225efe7b1 Mon Sep 17 00:00:00 2001 From: Gaute Lindkvist Date: Fri, 5 Jun 2026 17:49:46 +0200 Subject: [PATCH] Add PixlStash remote dataset source plugin A reference plugin for the remote dataset source framework that browses and imports training images from a PixlStash server. - Browse characters and picture sets, import selected groups as a dataset. - Captions are built from each picture's natural-language description and WD14 tags, read per-picture from GET /pictures/{id}/metadata (the listing endpoints only return scalar grid fields). - Supports SSL and configurable API paths. Also un-ignores extensions/pixlstash in .gitignore so the plugin is tracked. --- .gitignore | 1 + extensions/pixlstash/PixlStashFetchProcess.py | 221 ++++++++++++++++++ extensions/pixlstash/__init__.py | 25 ++ extensions/pixlstash/assets/logo.png | Bin 0 -> 209319 bytes .../pixlstash/config/fetch_character.yaml | 51 ++++ .../pixlstash/config/fetch_picture_set.yaml | 51 ++++ extensions/pixlstash/pixlstash_client.py | 194 +++++++++++++++ extensions/pixlstash/pixlstash_source.py | 194 +++++++++++++++ 8 files changed, 737 insertions(+) create mode 100644 extensions/pixlstash/PixlStashFetchProcess.py create mode 100644 extensions/pixlstash/__init__.py create mode 100644 extensions/pixlstash/assets/logo.png create mode 100644 extensions/pixlstash/config/fetch_character.yaml create mode 100644 extensions/pixlstash/config/fetch_picture_set.yaml create mode 100644 extensions/pixlstash/pixlstash_client.py create mode 100644 extensions/pixlstash/pixlstash_source.py diff --git a/.gitignore b/.gitignore index a6f4b109..059ae737 100644 --- a/.gitignore +++ b/.gitignore @@ -179,6 +179,7 @@ cython_debug/ !/output/.gitkeep /extensions/* !/extensions/example +!/extensions/pixlstash /temp /wandb .vscode/settings.json diff --git a/extensions/pixlstash/PixlStashFetchProcess.py b/extensions/pixlstash/PixlStashFetchProcess.py new file mode 100644 index 00000000..9c2ae8ee --- /dev/null +++ b/extensions/pixlstash/PixlStashFetchProcess.py @@ -0,0 +1,221 @@ +""" +PixlStash dataset fetch process for AI-Toolkit. + +Downloads images and captions from a PixlStash server into the AI-Toolkit +datasets folder so the dataset appears automatically in the UI. + +Config keys +----------- +pixlstash_url : str + Base URL of the PixlStash server, e.g. "http://localhost:9537". +pixlstash_token : str + Personal API token (PixlStash → Settings → API Tokens). +source_type : "character" | "picture_set" + Whether to fetch by character or by picture set. +source_id : int + The integer ID of the character or picture set to fetch. +caption_mode : "description" | "tags" | "both" (default: "description") + Which PixlStash caption source to use. + "description" — Florence-2 natural-language caption. + "tags" — WD14 comma-separated tags. + "both" — description first, then tags. +trigger_word : str (optional) + Token prepended to every caption, e.g. your LoRA trigger word. +dataset_name : str (optional) + Name used for the output subfolder inside the AI-Toolkit datasets root. + Defaults to the character/set name returned by PixlStash. +datasets_root : str (optional) + Absolute path to the AI-Toolkit datasets folder. + Defaults to "/datasets" (matches the UI default). +overwrite : bool (default: false) + If false, images that already exist on disk are skipped. + If true, every image is re-downloaded and captions are rewritten. +""" + +from __future__ import annotations + +import os +from collections import OrderedDict +from typing import TYPE_CHECKING + +from tqdm import tqdm + +from jobs.process import BaseExtensionProcess +from toolkit.paths import TOOLKIT_ROOT + +if TYPE_CHECKING: + from jobs import ExtensionJob + + +class PixlStashFetchProcess(BaseExtensionProcess): + def __init__( + self, + process_id: int, + job: "ExtensionJob", + config: OrderedDict, + ) -> None: + super().__init__(process_id, job, config) + + self.pixlstash_url: str = self.get_conf("pixlstash_url", required=True) + self.pixlstash_token: str = self.get_conf("pixlstash_token", required=True) + self.source_type: str = self.get_conf("source_type", required=True) + self.source_id: int = int(self.get_conf("source_id", required=True)) + self.caption_mode: str = self.get_conf("caption_mode", default="description") + self.trigger_word: str = self.get_conf("trigger_word", default="") + self.dataset_name: str | None = self.get_conf("dataset_name", default=None) + self.overwrite: bool = self.get_conf("overwrite", default=False) + self.min_score: int = int(self.get_conf("min_score", default=0)) + self.verify_ssl: bool = str( + self.get_conf("verify_ssl", default="true") + ).lower() not in ("false", "0", "no", "off") + + # Where to write the dataset. Defaults to the same root the UI watches. + default_datasets_root = os.path.join(TOOLKIT_ROOT, "datasets") + self.datasets_root: str = self.get_conf( + "datasets_root", default=default_datasets_root + ) + + if self.source_type not in ("character", "picture_set"): + raise ValueError( + f"source_type must be 'character' or 'picture_set', got '{self.source_type}'" + ) + if self.caption_mode not in ("description", "tags", "both"): + raise ValueError( + f"caption_mode must be 'description', 'tags', or 'both', got '{self.caption_mode}'" + ) + + # ------------------------------------------------------------------ + + def run(self) -> None: + super().run() + + # Import here so the module is only loaded when this process runs + from extensions.pixlstash.pixlstash_client import PixlStashClient + + print(f"\n[PixlStash] Connecting to {self.pixlstash_url} …") + client = PixlStashClient( + self.pixlstash_url, self.pixlstash_token, verify_ssl=self.verify_ssl + ) + client.login() + print("[PixlStash] Authenticated.") + + # ---- resolve source name and picture list ------------------------- + if self.source_type == "character": + source = client.get_character(self.source_id) + source_label = f"character '{source['name']}' (id={self.source_id})" + pictures = client.list_pictures_for_character(self.source_id) + else: + source = client.get_picture_set(self.source_id) + source_label = f"picture set '{source['name']}' (id={self.source_id})" + pictures = client.list_pictures_for_set(self.source_id) + + total = len(pictures) + print( + f"[PixlStash] Fetched {source_label} — {total} picture(s) found in source.", + flush=True, + ) + + # ---- apply score filter ------------------------------------------ + if self.min_score > 0: + before = total + pictures = [p for p in pictures if (p.get("score") or 0) >= self.min_score] + total = len(pictures) + filtered_out = before - total + print( + f"[PixlStash] Score filter ≥{self.min_score}★: " + f"{total} picture(s) kept, {filtered_out} filtered out.", + flush=True, + ) + + print( + f"[PixlStash] Downloading {source_label} — {total} picture(s) found.", + flush=True, + ) + + # ---- resolve output folder ---------------------------------------- + dataset_name = self.dataset_name or self._safe_folder_name(source["name"]) + output_folder = os.path.join(self.datasets_root, dataset_name) + os.makedirs(output_folder, exist_ok=True) + print(f"[PixlStash] Output folder: {output_folder}") + + # ---- download loop ----------------------------------------------- + downloaded = 0 + skipped = 0 + errors = 0 + + for pic in tqdm(pictures, desc="Downloading", unit="img"): + pic_id = pic["id"] + img_filename = f"{pic_id}.jpg" + txt_filename = f"{pic_id}.txt" + img_path = os.path.join(output_folder, img_filename) + txt_path = os.path.join(output_folder, txt_filename) + + if ( + not self.overwrite + and os.path.exists(img_path) + and os.path.exists(txt_path) + ): + skipped += 1 + print(f"PROGRESS:{downloaded + skipped}/{total}", flush=True) + continue + + try: + # The listing/embed rows only carry scalar grid fields, so the + # natural-language description and WD14 tags are read per-picture + # from GET /pictures/{id}/metadata. Fetched here, after the + # on-disk skip check, so we never query metadata for images we + # are about to skip. + meta = client.get_picture_metadata(pic_id) + fmt = meta.get("format", "jpg") or "jpg" + + # Build caption + caption = client.build_caption( + meta, + mode=self.caption_mode, + trigger=self.trigger_word, + ) + + # Download image + img_bytes = client.download_image_bytes(pic_id, fmt) + + # Write image (always save as .jpg for maximum AI-Toolkit compat) + if fmt.lower() in ("jpg", "jpeg"): + with open(img_path, "wb") as f: + f.write(img_bytes) + else: + # Convert to JPEG via PIL so AI-Toolkit doesn't have to + import io + from PIL import Image + + pil_img = Image.open(io.BytesIO(img_bytes)).convert("RGB") + pil_img.save(img_path, format="JPEG", quality=95) + + # Write caption + with open(txt_path, "w", encoding="utf-8") as f: + f.write(caption) + + downloaded += 1 + print(f"PROGRESS:{downloaded + skipped}/{total}", flush=True) + + except Exception as exc: + print( + f"\n[PixlStash] WARNING: Failed to fetch picture id={pic_id}: {exc}", + flush=True, + ) + errors += 1 + print(f"PROGRESS:{downloaded + skipped}/{total}", flush=True) + + # ---- summary ----------------------------------------------------- + print( + f"\n[PixlStash] Done — {downloaded} downloaded, " + f"{skipped} skipped (already on disk), {errors} errors." + ) + print(f"[PixlStash] Dataset '{dataset_name}' is ready in the AI-Toolkit UI.") + + # ------------------------------------------------------------------ + + @staticmethod + def _safe_folder_name(name: str) -> str: + """Convert an arbitrary string into a safe directory name.""" + safe = "".join(c if c.isalnum() or c in " -_" else "_" for c in name) + return safe.strip().replace(" ", "_") diff --git a/extensions/pixlstash/__init__.py b/extensions/pixlstash/__init__.py new file mode 100644 index 00000000..7266bc16 --- /dev/null +++ b/extensions/pixlstash/__init__.py @@ -0,0 +1,25 @@ +from toolkit.extension import Extension +from toolkit.dataset_sources.registry import register_source + + +class PixlStashFetchExtension(Extension): + uid = "pixlstash_fetch" + name = "PixlStash Dataset Fetch" + + @classmethod + def get_process(cls): + from .PixlStashFetchProcess import PixlStashFetchProcess + return PixlStashFetchProcess + + +# Register the dataset source so the dataloader and UI can discover it +def _register(): + from .pixlstash_source import PixlStashDatasetSource + register_source(PixlStashDatasetSource) + + +_register() + +AI_TOOLKIT_EXTENSIONS = [ + PixlStashFetchExtension, +] diff --git a/extensions/pixlstash/assets/logo.png b/extensions/pixlstash/assets/logo.png new file mode 100644 index 0000000000000000000000000000000000000000..0f2dffdca1a1931f85c8b6f3bb9afe4f0f6d4dd4 GIT binary patch literal 209319 zcmagFWmFwOv$nlA?(Xiv-QC>+1b27$jk^z?YXx@w|Tm1U3-2oL}O0J5B{q#6JKJp0@p;b1;nvX8vPJ`X@QH5qZ>$|z&t z=LwXRn9^rsZ6e~U3H0YVnVGDb5&+;!0{{et0RYdRO+m*1fCno8aB2(y@Mi!3xXw9k 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"pixlstash_fetch" + + # ---- PixlStash connection ------------------------------------------ + # URL of your running PixlStash instance + pixlstash_url: "http://localhost:9537" + + # Personal API token — create one in PixlStash → Settings → API Tokens + pixlstash_token: "paste-your-api-token-here" + + # ---- What to fetch ------------------------------------------------ + # "character" fetches all pictures assigned to a character via face detection + source_type: "character" + + # Integer ID of the character (visible in the PixlStash URL when browsing) + source_id: 1 + + # ---- Caption options ---------------------------------------------- + # "description" — Florence-2 natural-language caption (best for FLUX / SD3) + # "tags" — WD14 comma-separated tags (best for SDXL / SD1.5) + # "both" — description first, then tags appended + caption_mode: "description" + + # Optional trigger word prepended to every caption. + # Leave blank or remove if you don't want one. +# trigger_word: "mycharacter" + + # ---- Output ------------------------------------------------------- + # Subfolder name inside the AI-Toolkit datasets root. + # Defaults to the character name from PixlStash if not set. +# dataset_name: "my_character_lora" + + # Absolute path to the datasets root. + # Defaults to /datasets — the same folder the UI watches. +# datasets_root: "/absolute/path/to/datasets" + + # Set to true to re-download images that already exist on disk. + overwrite: false diff --git a/extensions/pixlstash/config/fetch_picture_set.yaml b/extensions/pixlstash/config/fetch_picture_set.yaml new file mode 100644 index 00000000..c31dd7bf --- /dev/null +++ b/extensions/pixlstash/config/fetch_picture_set.yaml @@ -0,0 +1,51 @@ +--- +# PixlStash Dataset Fetch — fetch by picture set +# +# This job downloads all images belonging to a picture set in PixlStash and +# writes them as jpg + txt caption pairs into the AI-Toolkit datasets folder. +# Once complete the dataset appears automatically in the AI-Toolkit UI. +# +# Run with: +# python run.py config/pixlstash/fetch_picture_set.yaml + +job: extension +config: + name: "pixlstash_fetch" + process: + - type: "pixlstash_fetch" + + # ---- PixlStash connection ------------------------------------------ + # URL of your running PixlStash instance + pixlstash_url: "http://localhost:9537" + + # Personal API token — create one in PixlStash → Settings → API Tokens + pixlstash_token: "paste-your-api-token-here" + + # ---- What to fetch ------------------------------------------------ + # "picture_set" fetches all pictures that are members of a picture set + source_type: "picture_set" + + # Integer ID of the picture set (visible in the PixlStash URL when browsing) + source_id: 7 + + # ---- Caption options ---------------------------------------------- + # "description" — Florence-2 natural-language caption (best for FLUX / SD3) + # "tags" — WD14 comma-separated tags (best for SDXL / SD1.5) + # "both" — description first, then tags appended + caption_mode: "tags" + + # Optional trigger word prepended to every caption. + # Leave blank or remove if you don't want one. +# trigger_word: "mystyle" + + # ---- Output ------------------------------------------------------- + # Subfolder name inside the AI-Toolkit datasets root. + # Defaults to the picture set name from PixlStash if not set. +# dataset_name: "my_style_lora" + + # Absolute path to the datasets root. + # Defaults to /datasets — the same folder the UI watches. +# datasets_root: "/absolute/path/to/datasets" + + # Set to true to re-download images that already exist on disk. + overwrite: false diff --git a/extensions/pixlstash/pixlstash_client.py b/extensions/pixlstash/pixlstash_client.py new file mode 100644 index 00000000..891064b1 --- /dev/null +++ b/extensions/pixlstash/pixlstash_client.py @@ -0,0 +1,194 @@ +""" +PixlStash API client — corrected against live API (v1.0.0b3). + +Key endpoint notes (verified from /redoc): + - Base prefix: /api/v1 + - Picture sets: /api/v1/picture_sets/{id} (underscore, not hyphen) + - Picture file: /api/v1/pictures/{id}.{ext} + - Thumbnail: /api/v1/pictures/thumbnails/{id}.webp + - Set members: /api/v1/picture_sets/{id}/members -> returns integer IDs only + - Char pictures: /api/v1/pictures/list?character_id={id} + - Auth: Authorization: Bearer header on all requests +""" + +from __future__ import annotations + +import warnings +from typing import List, Optional + +import requests +import urllib3 + +_EMPTY_TAG_SENTINEL = "" + + +class PixlStashError(RuntimeError): + """Raised when the PixlStash server returns an unexpected response.""" + + +class PixlStashClient: + """Thin wrapper around the PixlStash REST API.""" + + def __init__(self, base_url: str, token: str, verify_ssl: bool = True) -> None: + self.base_url = base_url.rstrip("/") + "/api/v1" + self.token = token + self._session = requests.Session() + self._session.verify = verify_ssl + self._session.headers.update({"Authorization": f"Bearer {token}"}) + if not verify_ssl: + urllib3.disable_warnings(urllib3.exceptions.InsecureRequestWarning) + + def login(self) -> None: + """No-op: authentication is handled via Bearer token header.""" + pass + + def _get(self, path: str, **params) -> requests.Response: + r = self._session.get( + f"{self.base_url}{path}", params=params or None, timeout=60 + ) + if not r.ok: + raise PixlStashError(f"GET {path} failed ({r.status_code}): {r.text[:200]}") + return r + + # ------------------------------------------------------------------ + # Characters + # ------------------------------------------------------------------ + + def get_character(self, character_id: int) -> dict: + return self._get(f"/characters/{character_id}").json() + + def list_characters(self, name: Optional[str] = None) -> List[dict]: + params = {} + if name: + params["name"] = name + return self._get("/characters", **params).json() + + # ------------------------------------------------------------------ + # Picture sets + # ------------------------------------------------------------------ + + def get_picture_set(self, set_id: int) -> dict: + """Return picture set metadata.""" + return self._get(f"/picture_sets/{set_id}").json()["set"] + + def list_picture_sets(self) -> List[dict]: + """Return all non-reference picture sets.""" + all_sets = self._get("/picture_sets").json() + # Reference sets are auto-created per character for face recognition; + # they have a non-null `reference_character` field and are not useful + # as training datasets. + return [s for s in all_sets if s.get("reference_character") is None] + + # ------------------------------------------------------------------ + # Picture listing + # ------------------------------------------------------------------ + + def list_pictures_for_character(self, character_id: int) -> List[dict]: + """Return the listing rows for every picture this character appears in. + + Rows carry only scalar grid fields (id, score, format) — enough to + filter and download. The natural-language ``description`` and WD14 + ``tags`` are projected out of the listing response, so they are read + per-picture via :meth:`get_picture_metadata`. + """ + return self._get("/pictures", character_id=character_id).json() + + def list_pictures_for_set(self, set_id: int) -> List[dict]: + """Return the picture rows for every member of a set. + + Uses a single GET /picture_sets/{id} call which embeds all members. + As with the character listing, ``description`` and ``tags`` must be + fetched per-picture via :meth:`get_picture_metadata`. + """ + return self._get(f"/picture_sets/{set_id}").json()["pictures"] + + def get_picture_metadata(self, pic_id: int) -> dict: + """Return full metadata for one picture, including description and tags. + + The listing endpoints only return scalar grid fields — the + natural-language caption and the WD14 tags are not included — so both + are read from the per-picture metadata endpoint:: + + GET /pictures/{id}/metadata + + ``description`` comes back as a plain string and ``tags`` as a list of + ``{"id": int, "tag": str}`` objects, exactly what :meth:`build_caption` + consumes. + """ + return self._get(f"/pictures/{pic_id}/metadata").json() + + def download_image_bytes(self, pic_id: int, fmt: str = "jpg") -> bytes: + """Return raw image bytes. Endpoint: GET /pictures/{id}.{ext}""" + r = self._session.get( + f"{self.base_url}/pictures/{pic_id}.{fmt}", + timeout=120, + ) + if not r.ok: + raise PixlStashError( + f"Image download for id={pic_id} failed ({r.status_code})" + ) + return r.content + + # ------------------------------------------------------------------ + # Thumbnail URLs (used by the UI browse modal) + # ------------------------------------------------------------------ + + def thumbnail_url(self, pic_id: int) -> str: + """Full URL for a picture's WebP thumbnail.""" + return f"{self.base_url}/pictures/thumbnails/{pic_id}.webp" + + def picture_set_thumbnail_url(self, set_id: int) -> str: + return f"{self.base_url}/picture_sets/{set_id}/thumbnail" + + def character_thumbnail_url(self, character_id: int) -> str: + return f"{self.base_url}/characters/{character_id}/thumbnail" + + # ------------------------------------------------------------------ + # Caption building + # ------------------------------------------------------------------ + + @staticmethod + def tags_to_string(meta: dict) -> str: + return ", ".join( + t["tag"] + for t in (meta.get("tags") or []) + if t.get("tag") and t["tag"] != _EMPTY_TAG_SENTINEL + ) + + @classmethod + def build_caption( + cls, + meta: dict, + mode: str = "description", + trigger: str = "", + ) -> str: + """ + Build a caption string for one picture. + + mode: "description" | "tags" | "both" + trigger: optional token prepended to every caption. + """ + parts: List[str] = [] + + if trigger: + parts.append(trigger) + + if mode in ("description", "both"): + desc = (meta.get("description") or "").strip() + if desc: + parts.append(desc) + + if mode in ("tags", "both"): + tag_str = cls.tags_to_string(meta) + if tag_str: + parts.append(tag_str) + + content_count = len(parts) - (1 if trigger else 0) + if content_count == 0: + fallback = (meta.get("description") or "").strip() or cls.tags_to_string( + meta + ) + if fallback: + parts.append(fallback) + + return ", ".join(parts) diff --git a/extensions/pixlstash/pixlstash_source.py b/extensions/pixlstash/pixlstash_source.py new file mode 100644 index 00000000..83f5e071 --- /dev/null +++ b/extensions/pixlstash/pixlstash_source.py @@ -0,0 +1,194 @@ +""" +PixlStash implementation of RemoteDatasetSource. + +Registered under type_id = "pixlstash". +""" + +from __future__ import annotations + +import io +import os +from typing import List + +from tqdm import tqdm + +from toolkit.dataset_sources.base import ( + ImportField, + RemoteDatasetSource, + SettingField, + SourceGroup, + SourceItem, +) + + +class PixlStashDatasetSource(RemoteDatasetSource): + type_id = "pixlstash" + display_name = "PixlStash" + icon_path = os.path.join(os.path.dirname(__file__), "assets", "logo.png") + + # Settings keys stored in the AI-Toolkit DB + SETTING_URL = "PIXLSTASH_URL" + SETTING_TOKEN = "PIXLSTASH_TOKEN" + + SETTING_VERIFY_SSL = "PIXLSTASH_VERIFY_SSL" + + @classmethod + def get_settings_schema(cls) -> List[SettingField]: + return [ + SettingField( + key=cls.SETTING_URL, + label="PixlStash URL", + input_type="text", + description="Base URL of your PixlStash server.", + placeholder="http://localhost:9537", + ), + SettingField( + key=cls.SETTING_TOKEN, + label="PixlStash API Token", + input_type="password", + description="Create a token in PixlStash → Settings → API Tokens.", + placeholder="Paste your API token here", + ), + SettingField( + key=cls.SETTING_VERIFY_SSL, + label="Verify SSL Certificate", + input_type="checkbox", + description="Uncheck to allow self-signed certificates (e.g. local HTTPS).", + placeholder="", + required=False, + ), + ] + + # ------------------------------------------------------------------ + # Internal helpers + # ------------------------------------------------------------------ + + def _make_client(self): + from extensions.pixlstash.pixlstash_client import ( + PixlStashClient, + PixlStashError, + ) + + url = self.get_setting(self.SETTING_URL) + token = self.get_setting(self.SETTING_TOKEN) + if not url or not token: + raise ValueError( + "PixlStash URL and API token must be set in AI-Toolkit Settings " + "before using a PixlStash dataset source." + ) + verify_ssl = self.get_setting( + self.SETTING_VERIFY_SSL, default="true" + ).lower() not in ("false", "0", "no", "off") + client = PixlStashClient(url, token, verify_ssl=verify_ssl) + client.login() + return client + + # ------------------------------------------------------------------ + # Thumbnail + # ------------------------------------------------------------------ + + def get_thumbnail(self, thumbnail_id: str, thumbnail_type: str) -> tuple: + client = self._make_client() + if thumbnail_type == "character": + url = client.character_thumbnail_url(int(thumbnail_id)) + elif thumbnail_type == "set": + url = client.picture_set_thumbnail_url(int(thumbnail_id)) + else: + url = client.thumbnail_url(int(thumbnail_id)) + r = client._session.get(url, timeout=30) + r.raise_for_status() + return r.content, r.headers.get("content-type", "image/webp") + + # ------------------------------------------------------------------ + # Job config + # ------------------------------------------------------------------ + + def build_job_config(self, params: dict) -> dict: + verify_ssl_raw = self.get_setting(self.SETTING_VERIFY_SSL, default="true") + verify_ssl = verify_ssl_raw.lower() not in ("false", "0", "no", "off") + cfg = { + "type": "pixlstash_fetch", + "pixlstash_url": self.get_setting(self.SETTING_URL), + "pixlstash_token": self.get_setting(self.SETTING_TOKEN), + "verify_ssl": verify_ssl, + "source_type": params["source_type"], + "source_id": int(params["source_id"]), + "caption_mode": params.get("caption_mode", "description"), + "overwrite": bool(params.get("overwrite", False)), + } + if params.get("trigger_word"): + cfg["trigger_word"] = params["trigger_word"] + if params.get("dataset_name"): + cfg["dataset_name"] = params["dataset_name"] + score = int(params.get("min_score") or 0) + if score > 0: + cfg["min_score"] = score + return cfg + + # ------------------------------------------------------------------ + # Browse — grouped items for the UI + # ------------------------------------------------------------------ + + def browse(self) -> List[SourceGroup]: + client = self._make_client() + characters = client.list_characters() + picture_sets = client.list_picture_sets() + + char_items = [ + SourceItem( + id=str(c["id"]), + name=c["name"], + picture_count=c.get("picture_count", -1) or -1, + thumbnail_id=str(c["id"]), + thumbnail_type="character", + ) + for c in characters + ] + + set_items = [ + SourceItem( + id=str(s["id"]), + name=s["name"], + picture_count=s.get("member_count", -1) or -1, + thumbnail_id=str(s["id"]), + thumbnail_type="set", + ) + for s in picture_sets + ] + + return [ + SourceGroup(id="character", label="Characters", items=char_items), + SourceGroup(id="picture_set", label="Picture Sets", items=set_items), + ] + + # ------------------------------------------------------------------ + # Source-specific import fields + # ------------------------------------------------------------------ + + @classmethod + def get_import_fields(cls) -> List[ImportField]: + return [ + ImportField( + id="caption_mode", + label="Caption Mode", + field_type="select", + options=[ + {"value": "description", "label": "Description"}, + {"value": "tags", "label": "Tags"}, + {"value": "both", "label": "Description + Tags"}, + ], + default="description", + ), + ImportField( + id="min_score", + label="Minimum Star Rating", + field_type="select", + options=[ + {"value": 0, "label": "All"}, + {"value": 3, "label": "3★ and above"}, + {"value": 4, "label": "4★ and above"}, + {"value": 5, "label": "5★ only"}, + ], + default=0, + ), + ]