fix: venv

openllm_next/common.py

@@ -246,7 +246,7 @@ class VenvSpec(SimpleNamespace):
     def __hash__(self):
         return md5(
             # self.python_version,
-            *sorted(self.python_packages.values()),
+            *sorted(self.python_packages),
         )
 
 

openllm_next/venv.py

@@ -17,15 +17,22 @@ from openllm_next.common import (
 )
 
 
-def _resolve_packages(requirement: typing.Union[pathlib.Path, str]) -> dict[str, str]:
+@functools.lru_cache
+def _resolve_packages(requirement: typing.Union[pathlib.Path, str]):
     from pip_requirements_parser import RequirementsFile
 
     requirements_txt = RequirementsFile.from_file(
         str(requirement),
         include_nested=True,
     )
-    deps: dict[str, str] = {}
-    for req in requirements_txt.requirements:
+    return requirements_txt.requirements
+
+
+def _filter_preheat_packages(requirements: Iterable) -> list[str]:
+    PREHEAT_PIP_PACKAGES = ["torch", "vllm"]
+
+    deps: list[str] = []
+    for req in requirements:
         if (
             req.is_editable
             or req.is_local_path
@@ -36,9 +43,9 @@ def _resolve_packages(requirement: typing.Union[pathlib.Path, str]) -> dict[str,
         ):
             continue
         for sp in req.specifier:
-            if sp.operator == "==":
+            if sp.operator == "==" and req.name in PREHEAT_PIP_PACKAGES:
                 assert req.line is not None
-                deps[req.name] = req.line
+                deps.append(req.line)
                 break
     return deps
 
@@ -52,11 +59,8 @@ def _resolve_bento_env_specs(bento: BentoInfo):
     if not lock_file.exists():
         lock_file = bento.path / "env" / "python" / "requirements.txt"
 
-    python_packages = _resolve_packages(lock_file)
-    PREHEAT_PIP_PACKAGES = ["torch", "vllm"]
-    preheat_packages = {
-        k: v for k, v in python_packages.items() if k in PREHEAT_PIP_PACKAGES
-    }
+    reqs = _resolve_packages(lock_file)
+    preheat_packages = _filter_preheat_packages(reqs)
     ver = ver_file.read_text().strip()
     return (
         VenvSpec(
@@ -66,7 +70,7 @@ def _resolve_bento_env_specs(bento: BentoInfo):
         ),
         VenvSpec(
             python_version=ver,
-            python_packages=python_packages,
+            python_packages=[v.line for v in reqs],
             name_prefix=f"{bento.tag.replace(':', '_')}-2-",
         ),
     )
@@ -105,7 +109,7 @@ def _ensure_venv(
                 with open(lib_dir / f"{parrent_venv.name}.pth", "w+") as f:
                     f.write(str(parent_lib_dir))
             with open(venv / "requirements.txt", "w") as f:
-                f.write("\n".join(sorted(env_spec.python_packages.values())))
+                f.write("\n".join(sorted(env_spec.python_packages)))
             run_command(
                 [
                     "python",