settled-reach/tooling/blender_process_bodies.py

"""
blender_process_bodies.py
Usage: tooling/blender --background --python tooling/blender_process_bodies.py -- <source_dir> <output_base_dir>

Drives the full body segmentation pipeline for all 11 body types.
Calls blender_segment_body.py logic inline (same Blender session, one pass per body type).

Source GLTF files (pre-exported from Source tier, Godot - UE format):
  <source_dir>/Regular_Male_FullBody.gltf   -> average_m (21 segs)
  <source_dir>/Regular_Female_FullBody.gltf -> average_f (21 segs)
  <source_dir>/Superhero_Male_FullBody.gltf -> muscular_m (21 segs)
  <source_dir>/Superhero_Female_FullBody.gltf -> muscular_f (21 segs)
  <source_dir>/Teen_Male_FullBody.gltf      -> teen_m (21 segs)
  <source_dir>/Teen_Female_FullBody.gltf    -> teen_f (21 segs)

Fork body types (vertex-level scale applied before segmentation):
  Regular_Male   + scale (0.82, 1.0, 0.88) -> thin_m
  Regular_Female + scale (0.82, 1.0, 0.88) -> thin_f
  Regular_Male   + scale (1.20, 1.08, 1.0) -> heavy_m
  Regular_Female + scale (1.20, 1.08, 1.0) -> heavy_f
  Teen_Male      + scale (0.75, 0.72, 0.75) -> child  [gender-neutral]

Fork body types are approximate (auto-generated from mesh scaling). They produce
visually distinct silhouettes but may need artist refinement for final quality.
A README is placed in each fork directory marking this status.

Output: <output_base_dir>/{body_type}/seg_{name}.glb  (21 files × 11 types = 231 GLBs)

Decisions: D-159 (11 body types), D-160 (21 segments), D-164 (Source .blends as starting point)
"""

import sys
import os

# We import the segmentation logic from blender_segment_body.py which must be
# in the same directory as this script.
script_dir = os.path.dirname(os.path.abspath(__file__))
sys.path.insert(0, script_dir)
from blender_segment_body import segment_body

# (gltf_filename, body_type_key, scale, is_fork)
BODY_MANIFEST = [
    # --- Direct body types (segment as-is) ---
    ("Regular_Male_FullBody.gltf",    "average_m",  (1.0,  1.0,  1.0),  False),
    ("Regular_Female_FullBody.gltf",  "average_f",  (1.0,  1.0,  1.0),  False),
    ("Superhero_Male_FullBody.gltf",  "muscular_m", (1.0,  1.0,  1.0),  False),
    ("Superhero_Female_FullBody.gltf","muscular_f", (1.0,  1.0,  1.0),  False),
    ("Teen_Male_FullBody.gltf",       "teen_m",     (1.0,  1.0,  1.0),  False),
    ("Teen_Female_FullBody.gltf",     "teen_f",     (1.0,  1.0,  1.0),  False),
    # --- Fork body types (auto-scaled from source) ---
    # thin: narrow/ectomorph — narrower X, slightly shorter Z
    ("Regular_Male_FullBody.gltf",    "thin_m",     (0.82, 1.0,  0.88), True),
    ("Regular_Female_FullBody.gltf",  "thin_f",     (0.82, 1.0,  0.88), True),
    # heavy: wide/endomorph — wider X, slightly taller Y
    ("Regular_Male_FullBody.gltf",    "heavy_m",    (1.20, 1.08, 1.0),  True),
    ("Regular_Female_FullBody.gltf",  "heavy_f",    (1.20, 1.08, 1.0),  True),
    # child: gender-neutral, forked from Teen Male, scaled down
    ("Teen_Male_FullBody.gltf",       "child",      (0.75, 0.72, 0.75), True),
]

FORK_README = """\
# Fork body type — auto-generated from mesh scaling

This directory contains **{body_type}** body segments, generated by applying
a proportional mesh scale to the source body ({source}):

  Scale: ({sx:.2f}, {sy:.2f}, {sz:.2f})

These segments are APPROXIMATE. They produce a visually distinct silhouette
but are not artist-authored from scratch. Review the proportions and refine
the base mesh manually if the auto-scale result is not satisfactory.

Status: auto-generated, needs artist review
Sprint 28 — visual team
"""


def write_fork_readme(output_dir, body_type, source, scale):
    sx, sy, sz = scale
    readme_path = os.path.join(output_dir, "README.md")
    with open(readme_path, 'w') as f:
        f.write(FORK_README.format(body_type=body_type, source=source, sx=sx, sy=sy, sz=sz))


if __name__ == "__main__":
    argv = sys.argv
    if "--" not in argv:
        print("Usage: tooling/blender --background --python tooling/blender_process_bodies.py -- <source_dir> <output_base_dir>")
        sys.exit(1)

    args = argv[argv.index("--") + 1:]
    if len(args) < 2:
        print("ERROR: Provide <source_dir> and <output_base_dir>")
        sys.exit(1)

    source_dir      = args[0]
    output_base_dir = args[1]

    results = []

    for (gltf_filename, body_type, scale, is_fork) in BODY_MANIFEST:
        gltf_path  = os.path.join(source_dir, gltf_filename)
        output_dir = os.path.join(output_base_dir, body_type)

        if not os.path.exists(gltf_path):
            print(f"\nERROR: GLTF not found: {gltf_path}")
            sys.exit(1)

        print(f"\n{'='*60}")
        print(f"  Body type: {body_type}  {'[FORK]' if is_fork else '[DIRECT]'}")
        print(f"  Source:    {gltf_filename}")
        if is_fork:
            print(f"  Scale:     {scale}")

        exported, skipped = segment_body(gltf_path, output_dir, scale)

        if is_fork:
            write_fork_readme(output_dir, body_type, gltf_filename, scale)

        results.append((body_type, exported, skipped, is_fork))

    # Summary
    print(f"\n{'='*60}")
    print(f"=== Body type segmentation complete ===")
    total_exported = 0
    for body_type, exported, skipped, is_fork in results:
        flag = " [FORK]" if is_fork else ""
        print(f"  {body_type}{flag}: {len(exported)} exported, {len(skipped)} skipped")
        total_exported += len(exported)
    print(f"  Total GLBs: {total_exported}")