[core] [2/N] Implement uv processor (#48486)

Signed-off-by: hjiang <hjiang@anyscale.com>

python/ray/_private/runtime_env/BUILD

@@ -1,8 +1,39 @@
-load("@rules_python//python:defs.bzl", "py_library")
+load("@rules_python//python:defs.bzl", "py_library", "py_test")
 
 package(default_visibility = ["//visibility:public"])
 
 py_library(
     name = "validation",
     srcs = ["validation.py"],
 )
+
+py_library(
+    name = "utils",
+    srcs = ["utils.py"],
+)
+
+py_library(
+    name = "virtualenv_utils",
+    srcs = ["virtualenv_utils.py"],
+    deps = [
+        ":utils",
+    ],
+)
+
+py_library(
+    name = "dependency_utils",
+    srcs = ["dependency_utils.py"],
+    deps = [
+        ":utils",
+    ],
+)
+
+py_library(
+    name = "uv",
+    srcs= ["uv.py"],
+    deps = [
+        ":utils",
+        ":virtualenv_utils",
+        ":dependency_utils",
+    ],
+)

python/ray/_private/runtime_env/dependency_utils.py

@@ -0,0 +1,113 @@
+"""Util functions to manage dependency requirements."""
+
+from typing import List, Tuple, Optional
+import os
+import tempfile
+import logging
+from contextlib import asynccontextmanager
+from ray._private.runtime_env import virtualenv_utils
+from ray._private.runtime_env.utils import check_output_cmd
+
+INTERNAL_PIP_FILENAME = "ray_runtime_env_internal_pip_requirements.txt"
+MAX_INTERNAL_PIP_FILENAME_TRIES = 100
+
+
+def gen_requirements_txt(requirements_file: str, pip_packages: List[str]):
+    """Dump [pip_packages] to the given [requirements_file] for later env setup."""
+    with open(requirements_file, "w") as file:
+        for line in pip_packages:
+            file.write(line + "\n")
+
+
+@asynccontextmanager
+async def check_ray(python: str, cwd: str, logger: logging.Logger):
+    """A context manager to check ray is not overwritten.
+
+    Currently, we only check ray version and path. It works for virtualenv,
+        - ray is in Python's site-packages.
+        - ray is overwritten during yield.
+        - ray is in virtualenv's site-packages.
+    """
+
+    async def _get_ray_version_and_path() -> Tuple[str, str]:
+        with tempfile.TemporaryDirectory(
+            prefix="check_ray_version_tempfile"
+        ) as tmp_dir:
+            ray_version_path = os.path.join(tmp_dir, "ray_version.txt")
+            check_ray_cmd = [
+                python,
+                "-c",
+                """
+import ray
+with open(r"{ray_version_path}", "wt") as f:
+    f.write(ray.__version__)
+    f.write(" ")
+    f.write(ray.__path__[0])
+                """.format(
+                    ray_version_path=ray_version_path
+                ),
+            ]
+            if virtualenv_utils._WIN32:
+                env = os.environ.copy()
+            else:
+                env = {}
+            output = await check_output_cmd(
+                check_ray_cmd, logger=logger, cwd=cwd, env=env
+            )
+            logger.info(f"try to write ray version information in: {ray_version_path}")
+            with open(ray_version_path, "rt") as f:
+                output = f.read()
+            # print after import ray may have  endings, so we strip them by *_
+            ray_version, ray_path, *_ = [s.strip() for s in output.split()]
+        return ray_version, ray_path
+
+    version, path = await _get_ray_version_and_path()
+    yield
+    actual_version, actual_path = await _get_ray_version_and_path()
+    if actual_version != version or actual_path != path:
+        raise RuntimeError(
+            "Changing the ray version is not allowed: \n"
+            f"  current version: {actual_version}, "
+            f"current path: {actual_path}\n"
+            f"  expect version: {version}, "
+            f"expect path: {path}\n"
+            "Please ensure the dependencies in the runtime_env pip field "
+            "do not install a different version of Ray."
+        )
+
+
+def get_requirements_file(target_dir: str, pip_list: Optional[List[str]]) -> str:
+    """Returns the path to the requirements file to use for this runtime env.
+
+    If pip_list is not None, we will check if the internal pip filename is in any of
+    the entries of pip_list. If so, we will append numbers to the end of the
+    filename until we find one that doesn't conflict. This prevents infinite
+    recursion if the user specifies the internal pip filename in their pip list.
+
+    Args:
+        target_dir: The directory to store the requirements file in.
+        pip_list: A list of pip requirements specified by the user.
+
+    Returns:
+        The path to the requirements file to use for this runtime env.
+    """
+
+    def filename_in_pip_list(filename: str) -> bool:
+        for pip_entry in pip_list:
+            if filename in pip_entry:
+                return True
+        return False
+
+    filename = INTERNAL_PIP_FILENAME
+    if pip_list is not None:
+        i = 1
+        while filename_in_pip_list(filename) and i < MAX_INTERNAL_PIP_FILENAME_TRIES:
+            filename = f"{INTERNAL_PIP_FILENAME}.{i}"
+            i += 1
+        if i == MAX_INTERNAL_PIP_FILENAME_TRIES:
+            raise RuntimeError(
+                "Could not find a valid filename for the internal "
+                "pip requirements file. Please specify a different "
+                "pip list in your runtime env."
+            )
+    return os.path.join(target_dir, filename)