From 3802f311f135346487c5c1d5120e34b3aed82b13 Mon Sep 17 00:00:00 2001
From: "Danilo M." <danix@danix.xyz>
Date: Wed, 28 Oct 2026 10:27:35 +0100
Subject: Add formula graph with stages, clamps and cycle detection

Co-Authored-By: Claude Haiku 5.5 <noreply@anthropic.com>
---
 generat3d/formula.py | 116 +++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 116 insertions(+)
 create mode 100644 generat3d/formula.py

(limited to 'generat3d')

diff --git a/generat3d/formula.py b/generat3d/formula.py
new file mode 100644
index 0000000..4a6a0d9
--- /dev/null
+++ b/generat3d/formula.py
@@ -0,0 +1,116 @@
+# generat3D - evaluate Daz DSON scenes and write .dbz files
+# Copyright (C) 2026 Danilo M. <danix@danix.xyz>
+#
+# This program is free software; you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation; either version 2 of the License, or
+# (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License along
+# with this program; if not, write to the Free Software Foundation, Inc.,
+# 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+import math
+import operator
+
+from . import Error
+
+STAGES = ("sum", "mult")
+BINARY = {"add": operator.add, "sub": operator.sub,
+          "mult": operator.mul, "div": operator.truediv}
+SPLINES = ()  # filled in by Task 4
+
+
+class Prop:
+    __slots__ = ("value", "lo", "hi", "clamped")
+
+    def __init__(self, value, lo, hi, clamped):
+        self.value, self.lo, self.hi, self.clamped = value, lo, hi, clamped
+
+
+class Graph:
+    """Properties keyed by string, plus the formulas that drive them."""
+
+    def __init__(self):
+        self.props = {}
+        self.formulas = {}  # output key -> [(stage, ops, source)]
+
+    def add_prop(self, key, value=0.0, lo=-math.inf, hi=math.inf, clamped=False):
+        self.props[key] = Prop(value, lo, hi, clamped)
+
+    def set_value(self, key, value):
+        self.props[key].value = value
+
+    def add_formula(self, output, ops, stage="sum", source="?"):
+        if stage not in STAGES:
+            raise Error(f"{source}: unknown formula stage {stage!r} for {output}")
+        self.formulas.setdefault(output, []).append((stage, ops, source))
+
+    def evaluate(self):
+        """Final value of every property."""
+        done = {}
+        for key in self.props:
+            self._value(key, done, [])
+        return done
+
+    def _value(self, key, done, path):
+        if key in done:
+            return done[key]
+        if key in path:
+            raise Error("formula cycle: " + " -> ".join(path[path.index(key):] + [key]))
+        prop = self.props.get(key)
+        if prop is None:
+            return None
+        path.append(key)
+        total, factor = prop.value, 1.0
+        for stage, ops, source in self.formulas.get(key, ()):
+            r = self._run(key, ops, done, path, source)
+            if r is None:
+                continue
+            if stage == "sum":
+                total += r
+            else:
+                factor *= r
+        path.pop()
+        v = total * factor
+        if prop.clamped:
+            v = min(max(v, prop.lo), prop.hi)
+        done[key] = v
+        return v
+
+    def _run(self, key, ops, done, path, source):
+        stack = []
+        try:
+            for op in ops:
+                name = op["op"]
+                if name == "push":
+                    if "key" in op:
+                        v = self._value(op["key"], done, path)
+                        if v is None:
+                            return None
+                        stack.append(v)
+                    else:
+                        stack.append(op["val"])
+                elif name in BINARY:
+                    b, a = stack.pop(), stack.pop()
+                    stack.append(BINARY[name](a, b))
+                elif name == "neg":
+                    stack.append(-stack.pop())
+                elif name in SPLINES:
+                    stack.append(_spline_op(name, stack))
+                else:
+                    raise Error(f"{source}: unknown formula operation {name!r} for {key}")
+        except (IndexError, KeyError, TypeError, ZeroDivisionError, ValueError):
+            raise Error(f"{source}: malformed formula for {key}") from None
+        if len(stack) != 1:
+            raise Error(f"{source}: malformed formula for {key}")
+        return stack[0]
+
+
+def _spline_op(name, stack):
+    raise NotImplementedError  # Task 4
-- 
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