Simplify accumulator variant collection

README.md

@@ -120,9 +120,20 @@ you want to update each iteration. They are separate from the collector and grow
 dynamically in the UI as you connect them.
 
 `SxCP Accumulator` stores outputs across executions under a `store_key` or the
-node id. Put it after an image-producing step inside or after a loop, connect the
+node id. Put it after an image-producing step inside or after a loop and connect
-generated `image`, and connect `For Loop Start.index` to `entry_id` when you want
+the generated `image`.
-reruns to replace the same row instead of appending duplicates. Its outputs are:
+
+For camera/pose tuning, leave `action=append_variant`. Every rerun is kept as a
+new variant, so you can regenerate row 1 several times without managing ids. If
+you connect `For Loop Start.index` to `entry_id`, variants are labelled by row
+internally; they still append instead of replacing.
+
+For deterministic loop resume/dedupe, set `action=replace_by_entry_id` and
+connect `For Loop Start.index` to `entry_id`. Optional `entry_tag` lets multiple
+branches share the same row index without overwriting each other, such as
+`soft`, `hard`, or `upscale`.
+
+Its outputs are:
 
 - `collection`: all stored values, or images when no explicit `value` is wired.
 - `image_batch`: all stored images as one ComfyUI image batch when they share

loop_nodes.py

@@ -22,7 +22,7 @@ except Exception:
 MAX_LOOP_VALUES = 20
 MAX_CARRY_VALUES = MAX_LOOP_VALUES - 2
 COLLECTION_MODES = ["auto_batch", "list", "image_batch", "latent_batch", "string_lines"]
-ACCUMULATOR_ACTIONS = ["replace_by_entry_id", "append", "clear_then_append", "clear", "read"]
+ACCUMULATOR_ACTIONS = ["append_variant", "replace_by_entry_id", "append", "clear_then_append", "clear", "read"]
 ACCUMULATOR_IMAGE_BATCH_MODES = ["same_size_only", "resize_to_first"]
 ACCUMULATOR_IMAGE_GROUPS = 4
 
@@ -418,7 +418,7 @@ class SxCPAccumulator:
         return {
             "required": {
                 "store_key": ("STRING", {"default": "", "multiline": False}),
-                "action": (ACCUMULATOR_ACTIONS, {"default": "replace_by_entry_id"}),
+                "action": (ACCUMULATOR_ACTIONS, {"default": "append_variant"}),
                 "max_items": ("INT", {"default": 32, "min": 1, "max": 10000, "step": 1}),
                 "image_batch_mode": (ACCUMULATOR_IMAGE_BATCH_MODES, {"default": "same_size_only"}),
                 "skip_empty": ("BOOLEAN", {"default": True}),
@@ -427,6 +427,7 @@ class SxCPAccumulator:
                 "image": ("IMAGE",),
                 "value": (ANY_TYPE,),
                 "entry_id": (ANY_TYPE,),
+                "entry_tag": ("STRING", {"default": "", "multiline": False}),
             },
             "hidden": {
                 "unique_id": "UNIQUE_ID",
@@ -451,15 +452,16 @@ class SxCPAccumulator:
         key = str(store_key or "").strip()
         return key or f"node:{unique_id}"
 
-    def _entry_id(self, entry_id: Any, image_index: int, image_count: int) -> str:
+    def _entry_id(self, entry_id: Any, entry_tag: str, image_index: int, image_count: int) -> str:
-        if entry_id is None:
+        text = "" if entry_id is None else str(entry_id).strip()
-            return ""
+        tag = str(entry_tag or "").strip()
-        text = str(entry_id).strip()
+        if text and tag:
-        if not text:
+            text = f"{text}:{tag}"
-            return ""
+        elif tag:
+            text = tag
         if image_count <= 1:
             return text
-        return f"{text}:{image_index + 1}"
+        return f"{text or 'image'}:{image_index + 1}"
 
     def _value_for_image(self, value: Any, image_index: int, image_count: int) -> Any:
         if image_count <= 1:
@@ -468,25 +470,40 @@ class SxCPAccumulator:
             return value[image_index]
         return value
 
-    def _entry_records(self, image: Any, value: Any, entry_id: Any, skip_empty: bool) -> list[dict[str, Any]]:
+    def _entry_records(self, image: Any, value: Any, entry_id: Any, entry_tag: str, skip_empty: bool) -> list[dict[str, Any]]:
         images = _split_image_value(image)
         if not images:
             if value is None and skip_empty:
                 return []
-            return [{"id": self._entry_id(entry_id, 0, 1), "image": None, "value": value}]
+            return [{"id": self._entry_id(entry_id, entry_tag, 0, 1), "image": None, "value": value}]
         image_count = len(images)
         return [
             {
-                "id": self._entry_id(entry_id, index, image_count),
+                "id": self._entry_id(entry_id, entry_tag, index, image_count),
                 "image": image_item,
                 "value": self._value_for_image(value, index, image_count),
             }
             for index, image_item in enumerate(images)
         ]
 
+    def _variant_entry_id(self, store: list[dict[str, Any]], base_id: str) -> str:
+        base_id = base_id or "entry"
+        prefix = f"{base_id}#"
+        count = 0
+        for existing in store:
+            existing_id = str(existing.get("id") or "")
+            if existing_id == base_id or existing_id.startswith(prefix):
+                count += 1
+        return f"{base_id}#{count + 1}"
+
     def _append_or_replace(self, store: list[dict[str, Any]], entries: list[dict[str, Any]], action: str) -> None:
         replace = action == "replace_by_entry_id"
         for entry in entries:
+            if action == "append_variant":
+                entry = dict(entry)
+                entry["id"] = self._variant_entry_id(store, str(entry.get("id") or ""))
+                store.append(entry)
+                continue
             entry_id = entry.get("id") or ""
             if replace and entry_id:
                 for index, existing in enumerate(store):
@@ -529,17 +546,18 @@ class SxCPAccumulator:
         image=None,
         value=None,
         entry_id=None,
+        entry_tag="",
         unique_id=None,
     ):
         key = self._store_key(store_key, unique_id)
-        action = action if action in ACCUMULATOR_ACTIONS else "replace_by_entry_id"
+        action = action if action in ACCUMULATOR_ACTIONS else "append_variant"
         store = _ACCUMULATOR_STORES.setdefault(key, [])
 
         if action in ("clear", "clear_then_append"):
             store.clear()
 
         if action not in ("clear", "read"):
-            entries = self._entry_records(image, value, entry_id, bool(skip_empty))
+            entries = self._entry_records(image, value, entry_id, entry_tag, bool(skip_empty))
             self._append_or_replace(store, entries, action)
 
         max_items = max(1, int(max_items))