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Artificial-Sweetener-Simple…/tools/run_sdxl_post_optimization_visual_proof.py
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Python

# SimpleSyrup - workflow-focused ComfyUI extensions for image generation
# Copyright (C) 2026 Artificial Sweetener and contributors
# SPDX-License-Identifier: AGPL-3.0-or-later
"""Run the bounded post-optimization SDXL regional-LoRA visual proof."""
from __future__ import annotations
import argparse
import logging
from collections.abc import Sequence
from pathlib import Path
from tools.comfy_integration.artifacts import IntegrationArtifacts
from tools.comfy_integration.default_paths import (
default_benchmark_artifact_root,
default_comfy_root,
)
from tools.sdxl_attention_coupling_integration.sampling_controls import (
SDXL_VISUAL_SAMPLING,
)
from tools.sdxl_attention_coupling_integration.visual_case_selection import (
select_visual_cases,
)
from tools.sdxl_attention_coupling_integration.visual_inventory import (
SdxlVisualInventory,
)
from tools.sdxl_attention_coupling_integration.visual_matrix_execution import (
execute_visual_cases,
)
from tools.sdxl_attention_coupling_integration.visual_prompt_fixture import (
load_visual_prompt_set,
)
from tools.sdxl_post_optimization_visual_proof.cases import (
post_optimization_visual_cases,
)
LOGGER = logging.getLogger(__name__)
DEFAULT_OUTPUT_ROOT = default_benchmark_artifact_root(
"universal-regional-adapter/post-cache-visual-proof"
)
def main(argv: Sequence[str] | None = None) -> int:
"""Load locked fixtures and execute the explicitly selected artifacts."""
parser = argparse.ArgumentParser(description=__doc__)
parser.add_argument("--inventory", type=Path, required=True)
parser.add_argument("--prompt-case", type=Path, required=True)
parser.add_argument("--comfy-root", type=Path, default=default_comfy_root())
parser.add_argument("--output-root", type=Path, default=DEFAULT_OUTPUT_ROOT)
parser.add_argument("--case-id", action="append", default=[])
parser.add_argument("--seed", type=int, default=SDXL_VISUAL_SAMPLING.seed)
parser.add_argument("--readiness-timeout", type=float, default=240.0)
parser.add_argument("--prompt-timeout", type=float, default=1200.0)
args = parser.parse_args(argv)
logging.basicConfig(level=logging.INFO, format="%(levelname)s %(message)s")
artifacts = IntegrationArtifacts(args.output_root)
try:
inventory = SdxlVisualInventory.load(args.inventory)
prompt_set = load_visual_prompt_set(args.prompt_case)
cases = select_visual_cases(
post_optimization_visual_cases(inventory, prompt_set),
tuple(args.case_id),
)
result = execute_visual_cases(
artifacts,
inventory=inventory,
cases=cases,
comfy_root=args.comfy_root,
readiness_timeout=args.readiness_timeout,
prompt_timeout=args.prompt_timeout,
seed=args.seed,
)
except BaseException as error:
artifacts.record_failure(error)
LOGGER.exception(
"Post-optimization SDXL visual proof failed at %s", artifacts.root
)
return 1
LOGGER.info("Post-optimization SDXL visual proof completed: %s", result)
return 0
if __name__ == "__main__":
raise SystemExit(main())