from hashlib import sha256 from json import dumps from logging import getLogger from struct import pack from time import time from typing import Any, Optional, Tuple from PIL import Image from .params import Border, ImageParams, Param, Size, UpscaleParams from .utils import ServerContext, base_join logger = getLogger(__name__) def hash_value(sha, param: Param): if param is None: return elif isinstance(param, float): sha.update(bytearray(pack("!f", param))) elif isinstance(param, int): sha.update(bytearray(pack("!I", param))) elif isinstance(param, str): sha.update(param.encode("utf-8")) else: logger.warn("cannot hash param: %s, %s", param, type(param)) def json_params( output: str, params: ImageParams, size: Size, upscale: Optional[UpscaleParams] = None, border: Optional[Border] = None, ) -> Any: json = { "output": output, "params": params.tojson(), } if upscale is not None and border is not None: size = upscale.resize(size.add_border(border)) if upscale is not None: json["upscale"] = upscale.tojson() size = upscale.resize(size) if border is not None: json["border"] = border.tojson() size = size.add_border(border) json["size"] = size.tojson() return json def make_output_name( ctx: ServerContext, mode: str, params: ImageParams, size: Size, extras: Optional[Tuple[Param]] = None, ) -> str: now = int(time()) sha = sha256() hash_value(sha, mode) hash_value(sha, params.model) hash_value(sha, params.scheduler.__name__) hash_value(sha, params.prompt) hash_value(sha, params.negative_prompt) hash_value(sha, params.cfg) hash_value(sha, params.steps) hash_value(sha, params.seed) hash_value(sha, size.width) hash_value(sha, size.height) if extras is not None: for param in extras: hash_value(sha, param) return "%s_%s_%s_%s.%s" % ( mode, params.seed, sha.hexdigest(), now, ctx.image_format, ) def save_image(ctx: ServerContext, output: str, image: Image.Image) -> str: path = base_join(ctx.output_path, output) image.save(path, format=ctx.image_format) logger.debug("saved output image to: %s", path) return path def save_params( ctx: ServerContext, output: str, params: ImageParams, size: Size, upscale: Optional[UpscaleParams] = None, border: Optional[Border] = None, ) -> str: path = base_join(ctx.output_path, "%s.json" % (output)) json = json_params(output, params, size, upscale=upscale, border=border) with open(path, "w") as f: f.write(dumps(json)) logger.debug("saved image params to: %s", path) return path