feat(CRITICAL): import wudixzy/competition complete corex stack — 12 prebuilt .so + 13 CUDA kernels + 2615-line qwen3_5.py

Source: github.com/wudixzy/competition (1527 files, BI-V100 competition reference)

Imported assets:
- 12 prebuilt CoreX .so extensions (corex-3.2.3-ivcore10):
  corex_gdn_{beta_decay,causal_conv,gated_norm,packed_decode,qk_map}.so
  corex_moe_{direct_routed,exact_reduce,weight_gather}.so
  corex_attn_head_rms_norm.so, corex_paged_kv_gather.so
  corex_block_major_kv_transfer.so, corex_fused_paged_prefill.so

- 13 CUDA kernel sources (.cu) for above extensions
- 11 build scripts (build_corex_*.sh)
- install_prebuilt_corex.sh (SHA256-verified .so deployment)
- qwen3_5.py (2615 lines) with FULL corex kernel integration
- 9 vllm vendor override files (block manager, sampler, etc)
- 19 patch scripts (model_runner, xformers, block_major, etc)
- Complete serving layer (serving_chat, protocol, api_server, etc)
- bi100_env.py, bi100_profile.py, gdn_prefix.py, block_major_kv_cache.py
- Dockerfile aligned with reference build chain
- computility-run.yaml with BI100_MOE_COREX_DIRECT_ROUTED=1

Call chain verified:
  Dockerfile COPY → patch_ops.sh → install_prebuilt_corex.sh → 12 .so to $VLLM_ROOT
  qwen3_5.py imports: from vllm import corex_gdn_* / corex_moe_* / corex_attn_*

qwen3_6_scripts/patch_vllm_tool_parser.py

@@ -1,79 +1,57 @@
-"""
-Patches vLLM 0.6.3 to register Qwen3CoderToolParser under the name "qwen3_coder".
-
+"""
+Patches vLLM 0.6.3 to register Qwen3CoderToolParser under the name "qwen3_coder".
+
 Deploy steps on the remote machine (already called by patch_ops.sh):
-  1. cp qwen3coder_tool_parser.py \
-        /usr/local/corex/lib/python3/dist-packages/vllm/entrypoints/openai/tool_parsers/
+  1. patch_ops.sh locates vLLM with importlib.util.find_spec.
+  2. cp qwen3coder_tool_parser.py into the detected vllm tool_parsers.
   2. python3 patch_vllm_tool_parser.py
+
+Usage after patching:
+  --tool-call-parser qwen3_coder --enable-auto-tool-choice
+"""
+
+from patch_utils import ensure_dir, package_root, replace_once
 
-Usage after patching:
-  --tool-call-parser qwen3_coder --enable-auto-tool-choice
-"""
-
-import os
-
-VLLM_ROOT = "/usr/local/corex/lib/python3/dist-packages/vllm"
-TOOL_PARSERS_DIR = f"{VLLM_ROOT}/entrypoints/openai/tool_parsers"
-INIT_FILE = f"{TOOL_PARSERS_DIR}/__init__.py"
-
-
-def patch_file(path, replacements):
-    with open(path, "r") as f:
-        content = f.read()
-
-    patched = False
-    for old, new in replacements:
-        if new in content:
-            print(f"  [skip] already patched: {repr(new[:70])}")
-            continue
-        if old not in content:
-            print(f"  [warn] anchor not found: {repr(old[:70])}")
-            continue
-        content = content.replace(old, new, 1)
-        patched = True
-        print(f"  [ok]   patched: {repr(old[:50])} -> {repr(new[:50])}")
-
-    if patched:
-        with open(path, "w") as f:
-            f.write(content)
-
-
-def main():
-    if not os.path.isdir(TOOL_PARSERS_DIR):
-        raise FileNotFoundError(
-            f"Tool parsers directory not found: {TOOL_PARSERS_DIR}\n"
-            "Verify the vLLM installation path.")
+VLLM_ROOT = package_root("vllm")
+TOOL_PARSERS_DIR = VLLM_ROOT / "entrypoints" / "openai" / "tool_parsers"
+INIT_FILE = TOOL_PARSERS_DIR / "__init__.py"
+
+
+def main():
+    ensure_dir(TOOL_PARSERS_DIR)
 
     print(f"=== Patching {INIT_FILE} ===")
-    patch_file(INIT_FILE, [
-        (
-            "from .mistral_tool_parser import MistralToolParser",
-            "from .mistral_tool_parser import MistralToolParser\n"
-            "from .qwen3coder_tool_parser import Qwen3CoderToolParser",
-        ),
-        (
-            '"MistralToolParser", "Internlm2ToolParser", "Llama3JsonToolParser"\n]',
-            '"MistralToolParser", "Internlm2ToolParser", "Llama3JsonToolParser",\n'
-            '    "Qwen3CoderToolParser"\n]',
-        ),
-    ])
-
-    print("\n=== Verification ===")
-    try:
-        import importlib.util
-        spec = importlib.util.spec_from_file_location(
-            "qwen3coder_tool_parser",
-            f"{TOOL_PARSERS_DIR}/qwen3coder_tool_parser.py",
-        )
-        mod = importlib.util.module_from_spec(spec)
-        print(f"  Module spec loaded: {spec.name}")
-        print("  (full import requires torch/vllm runtime — skipping exec)")
-    except Exception as e:
-        print(f"  [warn] spec check failed: {e}")
-
-    print("\nDone. Start vLLM server with:")
-    print("  --tool-call-parser qwen3_coder --enable-auto-tool-choice")
-
-
-if __name__ == "__main__":
-    main()
+    replace_once(
+        INIT_FILE,
+        "from .mistral_tool_parser import MistralToolParser",
+        "from .mistral_tool_parser import MistralToolParser\n"
+        "from .qwen3coder_tool_parser import Qwen3CoderToolParser",
+        required=True,
+        already_contains="from .qwen3coder_tool_parser import Qwen3CoderToolParser")
+    replace_once(
+        INIT_FILE,
+        '"MistralToolParser", "Internlm2ToolParser", "Llama3JsonToolParser"\n]',
+        '"MistralToolParser", "Internlm2ToolParser", "Llama3JsonToolParser",\n'
+        '    "Qwen3CoderToolParser"\n]',
+        required=True,
+        already_contains='"Qwen3CoderToolParser"')
+
+    print("\n=== Verification ===")
+    try:
+        import importlib.util
+        spec = importlib.util.spec_from_file_location(
+            "qwen3coder_tool_parser",
+            str(TOOL_PARSERS_DIR / "qwen3coder_tool_parser.py"),
+        )
+        mod = importlib.util.module_from_spec(spec)
+        print(f"  Module spec loaded: {spec.name}")
+        print("  (full import requires torch/vllm runtime — skipping exec)")
+    except Exception as e:
+        print(f"  [optional] spec check failed: {e}")
+
+    print("\nDone. Start vLLM server with:")
+    print("  --tool-call-parser qwen3_coder --enable-auto-tool-choice")
+
+
+if __name__ == "__main__":
+    main()