Files
ComfyUI-Lora-Manager/tests/services/test_gen_params_merger.py

96 lines
3.3 KiB
Python

import pytest
from py.recipes.merger import GenParamsMerger
def test_merge_priority():
request_params = {"prompt": "from request", "steps": 20}
civitai_meta = {"prompt": "from civitai", "cfg": 7.0}
embedded_metadata = {"gen_params": {"prompt": "from embedded", "seed": 123}}
merged = GenParamsMerger.merge(request_params, civitai_meta, embedded_metadata)
assert merged["prompt"] == "from request"
assert merged["steps"] == 20
assert merged["cfg"] == 7.0
assert merged["seed"] == 123
def test_merge_no_request_params():
civitai_meta = {"prompt": "from civitai", "cfg": 7.0}
embedded_metadata = {"gen_params": {"prompt": "from embedded", "seed": 123}}
merged = GenParamsMerger.merge(None, civitai_meta, embedded_metadata)
assert merged["prompt"] == "from civitai"
assert merged["cfg"] == 7.0
assert merged["seed"] == 123
def test_merge_only_embedded():
embedded_metadata = {"gen_params": {"prompt": "from embedded", "seed": 123}}
merged = GenParamsMerger.merge(None, None, embedded_metadata)
assert merged["prompt"] == "from embedded"
assert merged["seed"] == 123
def test_merge_raw_embedded():
# Test when embedded metadata is just the gen_params themselves
embedded_metadata = {"prompt": "from raw embedded", "seed": 456}
merged = GenParamsMerger.merge(None, None, embedded_metadata)
assert merged["prompt"] == "from raw embedded"
assert merged["seed"] == 456
def test_merge_none_values():
merged = GenParamsMerger.merge(None, None, None)
assert merged == {}
def test_merge_filters_blacklisted_keys():
request_params = {"prompt": "test", "id": "should-be-removed", "checkpoint": "should-not-be-here"}
civitai_meta = {"cfg": 7, "url": "remove-me"}
embedded_metadata = {"seed": 123, "hash": "remove-also"}
merged = GenParamsMerger.merge(request_params, civitai_meta, embedded_metadata)
assert "prompt" in merged
assert "cfg" in merged
assert "seed" in merged
assert "id" not in merged
assert "url" not in merged
assert "hash" not in merged
assert "checkpoint" not in merged
def test_merge_filters_meta_and_normalizes_keys():
civitai_meta = {
"prompt": "masterpiece",
"cfgScale": 5,
"clipSkip": 2,
"negativePrompt": "low quality",
"meta": {"irrelevant": "data"},
"Size": "1024x1024",
"draft": False,
"workflow": "txt2img",
"civitaiResources": [{"type": "checkpoint"}]
}
request_params = {
"cfg_scale": 5.0,
"clip_skip": "2",
"Steps": 30
}
merged = GenParamsMerger.merge(request_params, civitai_meta)
assert "meta" not in merged
assert "cfgScale" not in merged
assert "clipSkip" not in merged
assert "negativePrompt" not in merged
assert "Size" not in merged
assert "draft" not in merged
assert "workflow" not in merged
assert "civitaiResources" not in merged
assert merged["cfg_scale"] == 5.0 # From request_params
assert merged["clip_skip"] == "2" # From request_params
assert merged["negative_prompt"] == "low quality" # Normalized from civitai_meta
assert merged["size"] == "1024x1024" # Normalized from civitai_meta
assert merged["steps"] == 30 # Normalized from request_params