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Expose formatter route traces

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Ethanfel
2026-06-27 15:20:04 +02:00
parent e7bc227c6f
commit 3d0a8cace8
8 changed files with 192 additions and 13 deletions
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caption_format_route.py
+30
View File
@@ -5,9 +5,11 @@ from typing import Any, Callable
try:
from . import formatter_input as input_policy
from . import formatter_route_trace as trace_policy
from . import formatter_target as target_policy
except ImportError: # pragma: no cover - plain-script smoke tests
import formatter_input as input_policy
import formatter_route_trace as trace_policy
import formatter_target as target_policy
@@ -35,10 +37,14 @@ class CaptionFormatRoute:
style_policy: str
include_trigger: bool
keep_style: bool
route_trace_json: str = ""
def as_tuple(self) -> tuple[str, str]:
return self.caption, self.method
def as_trace_tuple(self) -> tuple[str, str, str]:
return self.caption, self.method, self.route_trace_json
@dataclass(frozen=True)
class CaptionFormatDependencies:
@@ -72,6 +78,17 @@ def naturalize_caption_result(
triggers=(request.trigger,),
)
full_method = f"{row_method}:{method}"
route_trace = trace_policy.route_trace_json(
formatter="caption",
branch="metadata",
method=full_method,
input_hint=input_hint,
target=target,
detail_level=detail_level,
style_policy=style_policy,
include_trigger=include_trigger,
keep_style=keep_style,
)
return CaptionFormatRoute(
caption=caption,
method=full_method,
@@ -82,6 +99,7 @@ def naturalize_caption_result(
style_policy=style_policy,
include_trigger=include_trigger,
keep_style=keep_style,
route_trace_json=route_trace,
)
prose, method = deps.text_to_prose(request.source_text, detail_level, keep_style)
@@ -89,6 +107,17 @@ def naturalize_caption_result(
deps.with_trigger(prose, request.trigger, include_trigger),
triggers=(request.trigger,),
)
route_trace = trace_policy.route_trace_json(
formatter="caption",
branch="text",
method=method,
input_hint=input_hint,
target=target,
detail_level=detail_level,
style_policy=style_policy,
include_trigger=include_trigger,
keep_style=keep_style,
)
return CaptionFormatRoute(
caption=caption,
method=method,
@@ -99,6 +128,7 @@ def naturalize_caption_result(
style_policy=style_policy,
include_trigger=include_trigger,
keep_style=keep_style,
route_trace_json=route_trace,
)
caption_naturalizer.py
+29
View File
@@ -395,3 +395,32 @@ def naturalize_caption(
),
_caption_format_dependencies(),
)
def naturalize_caption_with_trace(
source_text: str,
metadata_json: str = "",
input_hint: str = "auto",
target: str = "auto",
trigger: str = DEFAULT_TRIGGER,
include_trigger: bool = True,
detail_level: str = "balanced",
style_policy: str = "drop_style_tail",
caption_profile: str = caption_policy.CAPTION_PROFILE_DEFAULT,
) -> tuple[str, str, str]:
"""Rewrite text like naturalize_caption and include formatter route trace JSON."""
result = caption_format_route.naturalize_caption_result(
caption_format_route.CaptionFormatRequest(
source_text=source_text,
metadata_json=metadata_json,
input_hint=input_hint,
target=target,
trigger=trigger,
include_trigger=include_trigger,
detail_level=detail_level,
style_policy=style_policy,
caption_profile=caption_profile,
),
_caption_format_dependencies(),
)
return result.as_trace_tuple()
docs/prompt-pool-routing-map.md
+6 -4
View File
@@ -150,9 +150,9 @@ recoverable.
| `SxCP Prompt Builder` | category, subcategory, seed, optional config nodes | `prompt`, `negative_prompt`, `caption`, `metadata_json`, `category`, `subcategory` |
| `SxCP Prompt Builder From Configs` | category/cast/profile/filter/config node outputs | Same as `SxCP Prompt Builder` |
| `SxCP Insta/OF Prompt Pair` | options, seed_config, character_cast, location/composition/camera, hardcore_position_config | `softcore_prompt`, `hardcore_prompt`, both negatives, both captions, `shared_descriptor`, `metadata_json` |
| `SxCP Krea2 Formatter` | `source_text`, connectable `metadata_json`, target | `krea_prompt`, both pair prompts if pair metadata exists, negative outputs, method |
| `SxCP SDXL Formatter` | `source_text`, connectable `metadata_json`, target, style/quality preset | `sdxl_prompt`, both pair prompts if pair metadata exists, negative outputs, method |
| `SxCP Caption Naturalizer` | `source_text`, connectable `metadata_json`, target | `natural_caption`, method |
| `SxCP Krea2 Formatter` | `source_text`, connectable `metadata_json`, target | `krea_prompt`, both pair prompts if pair metadata exists, negative outputs, method, `route_trace_json` |
| `SxCP SDXL Formatter` | `source_text`, connectable `metadata_json`, target, style/quality preset | `sdxl_prompt`, both pair prompts if pair metadata exists, negative outputs, method, `route_trace_json` |
| `SxCP Caption Naturalizer` | `source_text`, connectable `metadata_json`, target | `natural_caption`, method, `route_trace_json` |
## Practical Recipes
@@ -703,7 +703,9 @@ structural: metadata with both a softcore side and a hardcore side
(`softcore_row`/`hardcore_row` or root soft/hard prompt/caption fields) is
treated as pair metadata even if the UI `mode` label is absent. Krea2, SDXL, and
caption routes share this detection to avoid hidden drift between formatter
paths.
paths. Formatter nodes expose `route_trace_json` with the formatter name,
branch, method, normalized target/input hint, selected pair side when relevant,
and route-specific controls.
### Krea2
formatter_route_trace.py
+17
View File
@@ -0,0 +1,17 @@
from __future__ import annotations
import json
from typing import Any
def route_trace_json(**values: Any) -> str:
trace: dict[str, Any] = {}
for key, value in values.items():
if value is None:
continue
if isinstance(value, str):
value = value.strip()
if not value:
continue
trace[key] = value
return json.dumps(trace, ensure_ascii=True, sort_keys=True)
krea_format_route.py
+22
View File
@@ -6,10 +6,12 @@ from typing import Any, Callable
try:
from . import formatter_detail as detail_policy
from . import formatter_input as input_policy
from . import formatter_route_trace as trace_policy
from . import formatter_target as target_policy
except ImportError: # pragma: no cover - plain-script smoke tests
import formatter_detail as detail_policy
import formatter_input as input_policy
import formatter_route_trace as trace_policy
import formatter_target as target_policy
@@ -68,6 +70,7 @@ def format_krea2_prompt_result(request: KreaFormatRequest, deps: KreaFormatDepen
detail_level = detail_policy.normalize_detail_level(request.detail_level)
style_mode = normalize_style_mode(request.style_mode)
target = target_policy.normalize_target(request.target)
input_hint = input_policy.normalize_input_hint(request.input_hint, text_hint=input_policy.INPUT_HINT_PROMPT)
row, method = deps.row_from_inputs(request.source_text, request.metadata_json, request.input_hint)
if row and input_policy.is_pair_metadata(row):
@@ -104,6 +107,16 @@ def format_krea2_prompt_result(request: KreaFormatRequest, deps: KreaFormatDepen
),
"method": f"{method}:krea2(insta_of_pair)",
}
output["route_trace_json"] = trace_policy.route_trace_json(
formatter="krea2",
branch="insta_of_pair",
method=output["method"],
input_hint=input_hint,
target=target,
selected_side=pair_target.selected_side,
detail_level=detail_level,
style_mode=style_mode,
)
return KreaFormatRoute(
output=output,
branch="insta_of_pair",
@@ -143,6 +156,15 @@ def format_krea2_prompt_result(request: KreaFormatRequest, deps: KreaFormatDepen
"hardcore_negative_prompt": "",
"method": method,
}
output["route_trace_json"] = trace_policy.route_trace_json(
formatter="krea2",
branch=branch,
method=method,
input_hint=input_hint,
target=target,
detail_level=detail_level,
style_mode=style_mode,
)
return KreaFormatRoute(
output=output,
branch=branch,
node_formatter.py
+11 -7
View File
@@ -1,7 +1,7 @@
from __future__ import annotations
try:
from .caption_naturalizer import naturalize_caption
from .caption_naturalizer import naturalize_caption_with_trace
from .caption_policy import caption_profile_choices, style_policy_choices
from .formatter_detail import detail_level_choices
from .formatter_input import INPUT_HINT_CAPTION_OR_PROMPT, INPUT_HINT_PROMPT, input_hint_choices
@@ -15,7 +15,7 @@ try:
sdxl_style_preset_choices,
)
except ImportError: # Allows local smoke tests from the repository root.
from caption_naturalizer import naturalize_caption
from caption_naturalizer import naturalize_caption_with_trace
from caption_policy import caption_profile_choices, style_policy_choices
from formatter_detail import detail_level_choices
from formatter_input import INPUT_HINT_CAPTION_OR_PROMPT, INPUT_HINT_PROMPT, input_hint_choices
@@ -50,8 +50,8 @@ class SxCPCaptionNaturalizer:
},
}
RETURN_TYPES = ("STRING", "STRING")
RETURN_NAMES = ("natural_caption", "method")
RETURN_TYPES = ("STRING", "STRING", "STRING")
RETURN_NAMES = ("natural_caption", "method", "route_trace_json")
FUNCTION = "build"
CATEGORY = "prompt_builder"
@@ -69,7 +69,7 @@ class SxCPCaptionNaturalizer:
metadata_json="",
):
active_source_text = source_text_input or source_text or ""
return naturalize_caption(
return naturalize_caption_with_trace(
source_text=active_source_text,
metadata_json=metadata_json or "",
input_hint=input_hint,
@@ -103,7 +103,7 @@ class SxCPKrea2Formatter:
},
}
RETURN_TYPES = ("STRING", "STRING", "STRING", "STRING", "STRING", "STRING", "STRING")
RETURN_TYPES = ("STRING", "STRING", "STRING", "STRING", "STRING", "STRING", "STRING", "STRING")
RETURN_NAMES = (
"krea_prompt",
"negative_prompt",
@@ -112,6 +112,7 @@ class SxCPKrea2Formatter:
"softcore_negative_prompt",
"hardcore_negative_prompt",
"method",
"route_trace_json",
)
FUNCTION = "build"
CATEGORY = "prompt_builder"
@@ -151,6 +152,7 @@ class SxCPKrea2Formatter:
row["softcore_negative_prompt"],
row["hardcore_negative_prompt"],
row["method"],
row["route_trace_json"],
)
@@ -181,7 +183,7 @@ class SxCPSDXLFormatter:
},
}
RETURN_TYPES = ("STRING", "STRING", "STRING", "STRING", "STRING", "STRING", "STRING")
RETURN_TYPES = ("STRING", "STRING", "STRING", "STRING", "STRING", "STRING", "STRING", "STRING")
RETURN_NAMES = (
"sdxl_prompt",
"negative_prompt",
@@ -190,6 +192,7 @@ class SxCPSDXLFormatter:
"softcore_negative_prompt",
"hardcore_negative_prompt",
"method",
"route_trace_json",
)
FUNCTION = "build"
CATEGORY = "prompt_builder"
@@ -241,6 +244,7 @@ class SxCPSDXLFormatter:
row["softcore_negative_prompt"],
row["hardcore_negative_prompt"],
row["method"],
row["route_trace_json"],
)
sdxl_format_route.py
+24
View File
@@ -5,9 +5,11 @@ from typing import Any, Callable
try:
from . import formatter_input as input_policy
from . import formatter_route_trace as trace_policy
from . import formatter_target as target_policy
except ImportError: # pragma: no cover - plain-script smoke tests
import formatter_input as input_policy
import formatter_route_trace as trace_policy
import formatter_target as target_policy
@@ -64,6 +66,7 @@ def format_sdxl_prompt_result(request: SDXLFormatRequest, deps: SDXLFormatDepend
request.quality_preset,
)
target = target_policy.normalize_target(request.target)
input_hint = input_policy.normalize_input_hint(request.input_hint, text_hint=input_policy.INPUT_HINT_PROMPT)
nude_weight = max(0.1, min(3.0, float(request.nude_weight)))
row, method = deps.row_from_inputs(request.source_text, request.metadata_json, request.input_hint)
@@ -119,6 +122,17 @@ def format_sdxl_prompt_result(request: SDXLFormatRequest, deps: SDXLFormatDepend
),
"method": f"{method}:sdxl(insta_of_pair)",
}
output["route_trace_json"] = trace_policy.route_trace_json(
formatter="sdxl",
branch="insta_of_pair",
method=output["method"],
input_hint=input_hint,
target=target,
selected_side=pair_target.selected_side,
style_preset=style_preset,
quality_preset=quality_preset,
nude_weight=nude_weight,
)
return SDXLFormatRoute(
output=output,
branch="insta_of_pair",
@@ -163,6 +177,16 @@ def format_sdxl_prompt_result(request: SDXLFormatRequest, deps: SDXLFormatDepend
"hardcore_negative_prompt": "",
"method": method,
}
output["route_trace_json"] = trace_policy.route_trace_json(
formatter="sdxl",
branch=branch,
method=method,
input_hint=input_hint,
target=target,
style_preset=style_preset,
quality_preset=quality_preset,
nude_weight=nude_weight,
)
return SDXLFormatRoute(
output=output,
branch=branch,
tools/prompt_smoke.py
+53 -2
View File
@@ -3150,6 +3150,10 @@ def smoke_krea_format_route_policy() -> None:
_expect(typed_single.output == public_single, "Typed Krea format route should match public single formatter output")
_expect(typed_single.branch == "metadata(single)", "Typed Krea format route changed single branch")
_expect(typed_single.target == "single", "Typed Krea format route lost target normalization")
single_trace = json.loads(_expect_text("krea_format_route_policy.single_trace", typed_single.output.get("route_trace_json"), 20))
_expect(single_trace.get("formatter") == "krea2", "Typed Krea single trace lost formatter")
_expect(single_trace.get("branch") == "metadata(single)", "Typed Krea single trace lost branch")
_expect(single_trace.get("target") == "single", "Typed Krea single trace lost target")
_expect("krea route marker" in typed_single.output.get("krea_prompt", ""), "Typed Krea route lost extra positive")
_expect("krea route negative" in typed_single.output.get("negative_prompt", ""), "Typed Krea route lost extra negative")
@@ -3191,6 +3195,9 @@ def smoke_krea_format_route_policy() -> None:
)
_expect(typed_pair.output == public_pair, "Typed Krea format route should match public pair formatter output")
_expect(typed_pair.branch == "insta_of_pair", "Typed Krea format route changed pair branch")
pair_trace = json.loads(_expect_text("krea_format_route_policy.pair_trace", typed_pair.output.get("route_trace_json"), 20))
_expect(pair_trace.get("branch") == "insta_of_pair", "Typed Krea pair trace lost branch")
_expect(pair_trace.get("selected_side") == "hardcore", "Typed Krea pair trace lost selected side")
_expect_text("krea_format_route_policy.hard_prompt", typed_pair.output.get("krea_hardcore_prompt"), 40)
_expect("pair route marker" in typed_pair.output.get("krea_prompt", ""), "Typed Krea pair route lost extra positive")
@@ -3217,6 +3224,9 @@ def smoke_krea_format_route_policy() -> None:
_expect(typed_fallback.output == public_fallback, "Typed Krea format route should match public fallback output")
_expect(typed_fallback.branch == "fallback", "Typed Krea format route changed fallback branch")
_expect(typed_fallback.target == "auto", "Typed Krea format route should normalize invalid target")
fallback_trace = json.loads(_expect_text("krea_format_route_policy.fallback_trace", typed_fallback.output.get("route_trace_json"), 20))
_expect(fallback_trace.get("branch") == "fallback", "Typed Krea fallback trace lost branch")
_expect(fallback_trace.get("input_hint") == "prompt", "Typed Krea fallback trace lost input hint")
_expect(typed_fallback.detail_level == "balanced", "Typed Krea format route should normalize invalid detail level")
_expect(typed_fallback.style_mode == "preserve", "Typed Krea format route should normalize invalid style mode")
_expect(krea_format_route.style_mode_choices() == ["preserve", "photographic", "minimal"], "Krea style mode choices changed")
@@ -3378,6 +3388,22 @@ def smoke_caption_format_route_policy() -> None:
_expect(typed_metadata.detail_level == "dense", "Typed caption route lost training_dense detail override")
_expect(typed_metadata.style_policy == "drop_style_tail", "Typed caption route lost training_dense style override")
_expect(typed_metadata.include_trigger is True, "Typed caption route lost training_dense trigger override")
metadata_trace = json.loads(_expect_text("caption_format_route_policy.metadata_trace", typed_metadata.route_trace_json, 20))
_expect(metadata_trace.get("formatter") == "caption", "Typed caption metadata trace lost formatter")
_expect(metadata_trace.get("branch") == "metadata", "Typed caption metadata trace lost branch")
_expect(metadata_trace.get("target") == "single", "Typed caption metadata trace lost target")
traced_public_metadata = caption_naturalizer.naturalize_caption_with_trace(
"",
metadata_json=metadata_request.metadata_json,
input_hint=metadata_request.input_hint,
target=metadata_request.target,
trigger=metadata_request.trigger,
include_trigger=metadata_request.include_trigger,
detail_level=metadata_request.detail_level,
style_policy=metadata_request.style_policy,
caption_profile=metadata_request.caption_profile,
)
_expect(traced_public_metadata == typed_metadata.as_trace_tuple(), "Caption trace wrapper drifted from typed route")
_expect(typed_metadata.caption.startswith(Trigger), "Typed caption metadata route should prepend training trigger")
fallback_request = caption_format_route.CaptionFormatRequest(
@@ -3409,6 +3435,9 @@ def smoke_caption_format_route_policy() -> None:
_expect(typed_fallback.input_hint == "auto", "Typed caption route should normalize invalid input hint")
_expect(typed_fallback.target == "auto", "Typed caption route should normalize invalid target")
_expect(typed_fallback.include_trigger is False, "Typed caption browsing profile should disable trigger")
fallback_trace = json.loads(_expect_text("caption_format_route_policy.fallback_trace", typed_fallback.route_trace_json, 20))
_expect(fallback_trace.get("branch") == "text", "Typed caption fallback trace lost branch")
_expect(fallback_trace.get("input_hint") == "auto", "Typed caption fallback trace lost input hint")
_expect(typed_fallback.keep_style is True, "Typed caption browsing profile should keep style terms")
_expect(not typed_fallback.caption.startswith(Trigger), "Typed caption fallback route should not prepend browsing trigger")
_expect(typed_fallback.method == "text(fallback)", "Typed caption fallback method changed")
@@ -3721,6 +3750,11 @@ def smoke_sdxl_format_route_policy() -> None:
_expect(typed_single.target == "single", "Typed SDXL format route lost target normalization")
_expect(typed_single.nude_weight == 3.0, "Typed SDXL format route should clamp high nude weight")
_expect(typed_single.style_preset == "photographic", "Typed SDXL format route lost profile style override")
single_trace = json.loads(_expect_text("sdxl_format_route_policy.single_trace", typed_single.output.get("route_trace_json"), 20))
_expect(single_trace.get("formatter") == "sdxl", "Typed SDXL single trace lost formatter")
_expect(single_trace.get("branch") == "metadata", "Typed SDXL single trace lost branch")
_expect(single_trace.get("target") == "single", "Typed SDXL single trace lost target")
_expect(single_trace.get("nude_weight") == 3.0, "Typed SDXL single trace lost clamped nude weight")
_expect("sdxl route marker" in typed_single.output.get("sdxl_prompt", ""), "Typed SDXL route lost extra positive")
_expect("sdxl route negative" in typed_single.output.get("negative_prompt", ""), "Typed SDXL route lost extra negative")
@@ -3762,6 +3796,9 @@ def smoke_sdxl_format_route_policy() -> None:
)
_expect(typed_pair.output == public_pair, "Typed SDXL format route should match public pair formatter output")
_expect(typed_pair.branch == "insta_of_pair", "Typed SDXL format route changed pair branch")
pair_trace = json.loads(_expect_text("sdxl_format_route_policy.pair_trace", typed_pair.output.get("route_trace_json"), 20))
_expect(pair_trace.get("branch") == "insta_of_pair", "Typed SDXL pair trace lost branch")
_expect(pair_trace.get("selected_side") == "hardcore", "Typed SDXL pair trace lost selected side")
_expect_text("sdxl_format_route_policy.hard_prompt", typed_pair.output.get("sdxl_hardcore_prompt"), 40)
_expect("pair sdxl route marker" in typed_pair.output.get("sdxl_prompt", ""), "Typed SDXL pair route lost extra positive")
@@ -3793,6 +3830,9 @@ def smoke_sdxl_format_route_policy() -> None:
_expect(typed_fallback.branch == "fallback", "Typed SDXL format route changed fallback branch")
_expect(typed_fallback.target == "auto", "Typed SDXL format route should normalize invalid target")
_expect(typed_fallback.nude_weight == 0.1, "Typed SDXL format route should clamp low nude weight")
fallback_trace = json.loads(_expect_text("sdxl_format_route_policy.fallback_trace", typed_fallback.output.get("route_trace_json"), 20))
_expect(fallback_trace.get("branch") == "fallback", "Typed SDXL fallback trace lost branch")
_expect(fallback_trace.get("input_hint") == "prompt", "Typed SDXL fallback trace lost input hint")
_expect("Characters:" not in typed_fallback.output.get("sdxl_prompt", ""), "Typed SDXL fallback leaked Characters label")
_expect("blur" in typed_fallback.output.get("negative_prompt", ""), "Typed SDXL fallback route lost Avoid negative")
@@ -7005,7 +7045,7 @@ def smoke_node_formatter_registration() -> None:
_expect(krea_optional["metadata_json"][1].get("forceInput") is True, "Krea2 Formatter metadata_json should be connectable")
_expect(krea_optional["negative_prompt"][1].get("forceInput") is True, "Krea2 Formatter negative_prompt should be connectable")
caption, caption_method = sxcp_nodes.NODE_CLASS_MAPPINGS["SxCPCaptionNaturalizer"]().build(
caption, caption_method, caption_trace_json = sxcp_nodes.NODE_CLASS_MAPPINGS["SxCPCaptionNaturalizer"]().build(
"A woman standing by a window, best quality",
"caption_or_prompt",
"manual_controls",
@@ -7017,6 +7057,9 @@ def smoke_node_formatter_registration() -> None:
_expect_text("node_formatter.caption", caption, 20)
_expect(caption.startswith("sxcppnl7"), "Caption Naturalizer did not prepend trigger")
_expect("text(" in caption_method, "Caption Naturalizer method changed unexpectedly")
caption_trace = json.loads(_expect_text("node_formatter.caption_trace", caption_trace_json, 20))
_expect(caption_trace.get("formatter") == "caption", "Caption Naturalizer trace lost formatter")
_expect(caption_trace.get("branch") == "text", "Caption Naturalizer trace lost text branch")
caption_inputs = sxcp_nodes.NODE_CLASS_MAPPINGS["SxCPCaptionNaturalizer"].INPUT_TYPES().get("required") or {}
_expect("caption_profile" in caption_inputs, "Caption Naturalizer lost caption_profile input")
_expect("target" in caption_inputs, "Caption Naturalizer lost target input")
@@ -7039,6 +7082,9 @@ def smoke_node_formatter_registration() -> None:
_expect_text("node_formatter.krea_prompt", krea_output[0], 20)
_expect("sxcppnl7" in krea_output[0], "Krea2 Formatter did not preserve trigger when enabled")
_expect(krea_output[6].startswith("text("), "Krea2 Formatter method changed unexpectedly")
krea_trace = json.loads(_expect_text("node_formatter.krea_trace", krea_output[7], 20))
_expect(krea_trace.get("formatter") == "krea2", "Krea2 Formatter trace lost formatter")
_expect(krea_trace.get("branch") == "fallback", "Krea2 Formatter trace lost fallback branch")
sdxl_output = sxcp_nodes.NODE_CLASS_MAPPINGS["SxCPSDXLFormatter"]().build(
"A woman standing by a window",
@@ -7056,6 +7102,9 @@ def smoke_node_formatter_registration() -> None:
_expect_trigger_once("node_formatter.sdxl_prompt", sdxl_output[0], "mythp0rt")
_expect_text("node_formatter.sdxl_negative", sdxl_output[1], 20)
_expect(sdxl_output[6].startswith("text("), "SDXL Formatter method changed unexpectedly")
sdxl_trace = json.loads(_expect_text("node_formatter.sdxl_trace", sdxl_output[7], 20))
_expect(sdxl_trace.get("formatter") == "sdxl", "SDXL Formatter trace lost formatter")
_expect(sdxl_trace.get("branch") == "fallback", "SDXL Formatter trace lost fallback branch")
sdxl_inputs = sxcp_nodes.NODE_CLASS_MAPPINGS["SxCPSDXLFormatter"].INPUT_TYPES().get("required") or {}
_expect("formatter_profile" in sdxl_inputs, "SDXL Formatter lost formatter_profile input")
_expect(sdxl_inputs["target"][0] == formatter_target.target_choices(), "SDXL Formatter target choices drifted")
@@ -7108,6 +7157,7 @@ def smoke_node_formatter_registration() -> None:
expected_krea_pair["softcore_negative_prompt"],
expected_krea_pair["hardcore_negative_prompt"],
expected_krea_pair["method"],
expected_krea_pair["route_trace_json"],
),
"Krea2 Formatter node output drifted from public metadata formatter",
)
@@ -7152,11 +7202,12 @@ def smoke_node_formatter_registration() -> None:
expected_sdxl_pair["softcore_negative_prompt"],
expected_sdxl_pair["hardcore_negative_prompt"],
expected_sdxl_pair["method"],
expected_sdxl_pair["route_trace_json"],
),
"SDXL Formatter node output drifted from public metadata formatter",
)
expected_caption_pair = caption_naturalizer.naturalize_caption(
expected_caption_pair = caption_naturalizer.naturalize_caption_with_trace(
"",
metadata_json=pair_metadata,
input_hint="metadata_json",