Normalize formatter metadata inputs

formatter_input.py

@@ -4,6 +4,11 @@ import json
 import re
 from typing import Any
 
+try:
+    from . import row_normalization as row_normalization_policy
+except ImportError:  # Allows local smoke tests with `python tools/prompt_smoke.py`.
+    import row_normalization as row_normalization_policy
+
 
 DEFAULT_PROMPT_FIELD_LABELS = (
     "Ages",
@@ -73,6 +78,14 @@ def maybe_json(text: Any) -> dict[str, Any] | None:
     return value if isinstance(value, dict) else None
 
 
+def normalize_input_metadata(row: dict[str, Any]) -> dict[str, Any]:
+    row = dict(row)
+    trigger = str(row.get("trigger") or "").strip()
+    if row.get("mode") == "Insta/OF":
+        return row_normalization_policy.normalize_pair_metadata(row, active_trigger=trigger)
+    return row_normalization_policy.sanitize_metadata_row_text(row, active_trigger=trigger)
+
+
 def normalize_input_hint(value: Any, *, text_hint: str = INPUT_HINT_PROMPT) -> str:
     hint = clean_text(value).lower().replace("-", "_")
     hint = _INPUT_HINT_ALIASES.get(hint, hint)
@@ -101,7 +114,7 @@ def row_from_inputs(
         for text, method in ((metadata_json, "metadata_json"), (source_text, "source_json")):
             row = maybe_json(text)
             if row is not None:
-                return row, method
+                return normalize_input_metadata(row), method
     return None, "text"
 
 

tools/prompt_smoke.py

@@ -2811,6 +2811,43 @@ def smoke_formatter_input_policy() -> None:
     _expect(method == "source_json" and row == source_row, "Formatter input parser should treat invalid hints as auto")
     row, method = formatter_input.row_from_inputs(source_json, "", "prompt")
     _expect(row is None and method == "text", "Formatter input parser should not parse source JSON in explicit prompt mode")
+    pair_metadata = {
+        "mode": "Insta/OF",
+        "trigger": Trigger,
+        "softcore_row": {
+            "prompt": f"{Trigger}, {Trigger}, embedded-only soft.",
+            "caption": f"{Trigger}, {Trigger}, embedded-only soft caption.",
+            "negative_prompt": "bad anatomy, bad anatomy",
+            "softcore_partner_styling": {"outfits": ["row partner outfit"], "pose": "row partner pose"},
+            "camera_config": {"camera_mode": "standard"},
+            "camera_directive": "Camera: row soft front view.",
+            "camera_scene_directive": "Row soft scene camera layout.",
+        },
+        "hardcore_row": {
+            "prompt": f"{Trigger}, {Trigger}, embedded-only hard.",
+            "caption": f"{Trigger}, {Trigger}, embedded-only hard caption.",
+            "negative_prompt": "low quality, low quality",
+            "hardcore_clothing_state": "row hard clothing state",
+            "camera_config": {"camera_mode": "pov"},
+            "camera_scene_directive": "Row hard scene camera layout.",
+        },
+    }
+    parsed_pair, pair_method = formatter_input.row_from_inputs("", _json(pair_metadata), "metadata_json")
+    _expect(pair_method == "metadata_json", "Formatter input parser should read pair metadata JSON")
+    _expect_trigger_once("formatter_input.pair.soft_prompt", parsed_pair.get("softcore_prompt"), Trigger)
+    _expect(
+        parsed_pair.get("softcore_partner_styling") == parsed_pair["softcore_row"].get("softcore_partner_styling"),
+        "Formatter input parser did not normalize pair soft side metadata",
+    )
+    _expect(
+        parsed_pair.get("hardcore_clothing_state") == parsed_pair["hardcore_row"].get("hardcore_clothing_state"),
+        "Formatter input parser did not normalize pair hard side metadata",
+    )
+    _expect(
+        parsed_pair.get("softcore_camera_config") == parsed_pair["softcore_row"].get("camera_config"),
+        "Formatter input parser did not normalize pair camera metadata",
+    )
+    _expect_no_duplicate_comma_items("formatter_input.pair.hard_negative", parsed_pair.get("hardcore_negative_prompt"))
     _expect(formatter_input.split_avoid("Prompt body. Avoid: blur, watermark") == ("Prompt body", "blur, watermark"), "Avoid split changed")
     _expect(
         formatter_input.prompt_field(source_row["prompt"], "Setting") == "quiet studio",