Spaces:
Runtime error
Runtime error
File size: 4,156 Bytes
2857cf3 09df1fe 2857cf3 09df1fe 2857cf3 09df1fe 2857cf3 09df1fe 2857cf3 45f194e 2857cf3 09df1fe 2857cf3 09df1fe 2857cf3 09df1fe 2857cf3 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 | from __future__ import annotations
import json
from kneiff.app.workbench import (
EXAMPLE_TAGS,
EXAMPLE_VALIDATION_PROMPT_CONFIG,
PROFILE_CHROMA_LABEL,
PROFILE_NLG_LABEL,
build_demo,
generate_validation_prompts,
render_tags,
)
NEGATIVE_CONTROL_KEYS = (
"negative_control_wolf",
"negative_control_human_residential_street",
"negative_control_human_office_worker",
)
def test_render_tags_defaults_to_existing_hybrid_caption() -> None:
caption, diagnostics = render_tags(EXAMPLE_TAGS)
assert caption.startswith("Character_Token, species_token, solo, front_view")
assert (
"\nThis realistic image shows a standing character in a full-body front-view."
in caption
)
assert "realistic" in caption
assert "Validation: ok" in diagnostics
def test_render_tags_renders_nlg_zimage_profile() -> None:
caption, diagnostics = render_tags(EXAMPLE_TAGS, PROFILE_NLG_LABEL)
assert caption.startswith(
"This realistic image shows a standing character in a full-body front-view."
)
assert "The character is looking to the side" in caption
assert "character:" not in caption
assert "species:" not in caption
assert "Validation: ok" in diagnostics
def test_render_tags_renders_chroma_profile() -> None:
caption, diagnostics = render_tags(EXAMPLE_TAGS, PROFILE_CHROMA_LABEL)
assert caption.startswith("identity_reference. full_body_reference.")
assert "character:Character_Token." in caption
assert "species:species_token." in caption
assert "Validation: ok" in diagnostics
def test_render_tags_reports_unknown_profile() -> None:
caption, diagnostics = render_tags(EXAMPLE_TAGS, "Nope")
assert caption == ""
assert "Validation: Unknown profile: Nope" in diagnostics
def test_render_tags_preserves_unknown_inputs() -> None:
caption, diagnostics = render_tags("solo, workbench_unknown")
assert "workbench_unknown" in caption
assert "Unknown tags preserved: workbench_unknown" in diagnostics
def test_generate_validation_prompts_renders_controls_and_subsets() -> None:
prompt_json, diagnostics = generate_validation_prompts(
EXAMPLE_VALIDATION_PROMPT_CONFIG
)
prompts = json.loads(prompt_json)
assert list(prompts) == [
*NEGATIVE_CONTROL_KEYS,
"activation_control",
"subset_expression",
"subset_identity",
]
assert "male wolf character" in prompts["negative_control_wolf"].lower()
assert prompts["negative_control_human_residential_street"].startswith(
"A young human man walks alone"
)
assert prompts["negative_control_human_office_worker"].startswith(
"A tired human office worker sits"
)
assert prompts["activation_control"].startswith("Character_Token.")
assert "smiling" in prompts["subset_expression"]
assert "front-view portrait" in prompts["subset_expression"]
assert "looking at the viewer and smiling" in prompts["subset_expression"]
assert "Prompt count: 6" in diagnostics
assert "Validation: ok" in diagnostics
def test_generate_validation_prompts_reports_invalid_yaml() -> None:
prompt_json, diagnostics = generate_validation_prompts(
"profile: nlg\nprofile: chroma\n"
)
assert prompt_json == ""
assert "Validation: Duplicate YAML key 'profile'" in diagnostics
def test_generate_validation_prompts_reports_unknown_tags() -> None:
prompt_json, diagnostics = generate_validation_prompts(
EXAMPLE_VALIDATION_PROMPT_CONFIG.replace("smile", "not_a_real_tag")
)
assert prompt_json == ""
assert "unknown tags: not_a_real_tag" in diagnostics
def test_generate_validation_prompts_allows_warn_policy_axis_conflicts() -> None:
prompt_json, diagnostics = generate_validation_prompts(
EXAMPLE_VALIDATION_PROMPT_CONFIG.replace(
"front_view, full_body",
"front_view, side_view, full_body",
)
)
assert json.loads(prompt_json)
assert "Validation: ok" in diagnostics
def test_build_demo_constructs_blocks() -> None:
demo = build_demo()
assert demo is not None
|