Files
nvfp4-megamoe-kernel/helpers/import_closure.py
biondizzle f3b551956d Cleanup Step 2: Archive Lineage P code, fix broken imports
- Move dead dsv4/ modules to dsv4/_archive/ (52 files)
  - model/{dsv4,mtp,layer,layer_schedule}
  - layers/{embedding,attention,ffn,norm} (kept linear,mhc,router,moe,shared_expert,grouped_linear - live)
  - cache/*, kernels/cache/*, kernels/indexer/{csa_indexer,score_topk,compute_valid_lens}
  - kernels/router/{nvfp4_fused_router,dense_router_decode_kernel,dense_router_prefill}
  - ops/{topk,topk_select,rope,router}, loader/{hf_checkpoint,layout_convert}
  - reference/{attention,compressor,csa_attention,moe_pipeline}
  - kernels/compressor/{compress_tail,csa_hca}
- Restore dsv4/ops/{router,custom_ops}.py (needed by live layers)
- Fix dsv4/kernels/{indexer,compressor,attention}/__init__.py (removed broken imports)
- Remove preload_all() from loader.py (dead, referenced nonexistent .cu file)
- Fix loader.py docstring (fused_amax_quantize_nvfp4 → quantize_nvfp4_from_buffer)
- Move broken tests to tests/e2e_archive/
  - test_fused_router, production_values_test, e2e/{one_layer,model_construction,csa_hca}
- vLLM has 0 imports of dsv4 (Step 0 confirmed)
2026-06-02 19:27:07 +00:00

39 lines
1.5 KiB
Python

# helpers/import_closure.py — list dsv4 modules NOT reachable from the entry points.
# Usage: python3 helpers/import_closure.py (run from repo root)
# NOTE: handles lazy imports inside functions (single_shot uses these heavily)
import ast, pathlib, sys
ROOT = pathlib.Path(__file__).resolve().parent.parent
ENTRYPOINTS = ["single_shot_inference.py"] # vLLM has 0 imports of dsv4 (Step 0 confirmed)
def module_to_path(mod):
p = ROOT / (mod.replace(".", "/") + ".py")
if p.exists(): return p
p = ROOT / mod.replace(".", "/") / "__init__.py"
return p if p.exists() else None
def imports_of(path):
"""Parse ALL imports including lazy ones inside functions."""
tree = ast.parse(path.read_text())
out = set()
for n in ast.walk(tree):
if isinstance(n, ast.Import):
out |= {a.name for a in n.names}
elif isinstance(n, ast.ImportFrom) and n.module:
out.add(n.module)
return {m for m in out if m.startswith("dsv4")}
seen, stack = set(), list(ENTRYPOINTS)
stack = [ (ROOT / e) for e in stack ]
while stack:
f = stack.pop()
if f in seen or f is None or not f.exists(): continue
seen.add(f)
for m in imports_of(f):
mp = module_to_path(m)
if mp and mp not in seen: stack.append(mp)
all_py = set((ROOT / "dsv4").rglob("*.py"))
dead = sorted(p.relative_to(ROOT) for p in all_py - seen if "__pycache__" not in str(p))
print("REACHABLE:", len(seen), " | DEAD CANDIDATES:", len(dead))
for d in dead: print(" ", d)