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"""Context for physial mode execution. | ||
""" | ||
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from dataclasses import dataclass | ||
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from typing import Optional | ||
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@dataclass | ||
class PhysicalModeExecutionContext: | ||
"""Specs for physical mode execution.""" | ||
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# Memory related spec. | ||
# UUID here is to indicate cgroup path, it's necessary to enable cgroup-based | ||
# memory control. | ||
memory_cgroup_uuid: str = None | ||
# Unit: bytes. Corresponds to cgroup V2 `memory.max`, which enforces hard cap on | ||
# max memory consumption. | ||
max_memory: Optional[int] = None | ||
# Unit: bytes. Corresponds to cgroup V2 `memory.min`, which enforces hard cap on | ||
# min memory reservation. | ||
min_memory: Optional[int] = None |
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177
python/ray/_private/runtime_env/physical_mode_execution_utils.py
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"""A few util functions for physical mode execution. | ||
NOTE: | ||
1. It should be only used under linux environment; for other platforms, all functions | ||
are no-op. | ||
2. It assumes cgroup v2 has been mounted. | ||
""" | ||
# TODO(hjiang): | ||
# 1. Consider whether we need to support V1. | ||
# 2. Check the existence for cgroup V2. | ||
# 3. Add error handling; for now just use boolean return to differentiate success or | ||
# failure. Better to log the error. | ||
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from ray._private.runtime_env import physical_mode_context | ||
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import sys | ||
import os | ||
import shutil | ||
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# There're two types of memory cgroup constraints: | ||
# 1. For those with limit memory capped, they will be created a dedicated cgroup; | ||
# 2. For those without limit memory specified, they will be added to the default memory | ||
# cgroup. | ||
DEFAULT_MEM_CGROUP_UUID = "default_cgroup_memory_uuid" | ||
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def _setup_new_cgroup_for_memory( | ||
physical_exec_ctx: physical_mode_context.PhysicalModeExecutionContext, | ||
) -> bool: | ||
"""Setup a new cgroup for memory consumption. Return whether memory constraint is | ||
applied successfully.""" | ||
if not physical_exec_ctx.memory_cgroup_uuid: | ||
return False | ||
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if physical_exec_ctx.memory_cgroup_uuid == DEFAULT_MEM_CGROUP_UUID: | ||
return False | ||
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cgroup_folder = f"/sys/fs/cgroup/{physical_exec_ctx.memory_cgroup_uuid}" | ||
os.makedirs(cgroup_folder, exist_ok=True) | ||
pid = os.getpid() | ||
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with open(f"{cgroup_folder}/cgroup.procs", "w") as f: | ||
f.write(str(pid)) | ||
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if physical_exec_ctx.min_memory: | ||
with open(f"{cgroup_folder}/memory.min", "w") as f: | ||
f.write(str(physical_exec_ctx.min_memory)) | ||
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if physical_exec_ctx.max_memory: | ||
with open(f"{cgroup_folder}/memory.max", "w") as f: | ||
f.write(str(physical_exec_ctx.max_memory)) | ||
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return True | ||
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def _update_default_cgroup_for_memory_at_setup( | ||
physical_exec_ctx: physical_mode_context.PhysicalModeExecutionContext, | ||
) -> bool: | ||
"""Add current process to the default cgroup, and update reserved memory if | ||
necessary.""" | ||
if physical_exec_ctx.memory_cgroup_uuid != DEFAULT_MEM_CGROUP_UUID: | ||
return False | ||
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# Sanity check. | ||
assert physical_exec_ctx.max_memory is None | ||
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cgroup_folder = f"/sys/fs/cgroup/{DEFAULT_MEM_CGROUP_UUID}" | ||
os.makedirs(cgroup_folder, exist_ok=True) | ||
pid = os.getpid() | ||
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cgroup_procs_path = f"{cgroup_folder}/cgroup.procs" | ||
with open(cgroup_procs_path, "a") as f: | ||
f.write(f"{pid}\n") | ||
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if not physical_exec_ctx.min_memory: | ||
return True | ||
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cur_memory_min = 0 | ||
if os.path.exists(f"{cgroup_folder}/memory.min"): | ||
with open(f"{cgroup_folder}/memory.min", "r") as f: | ||
cur_memory_min = int(f.read().strip()) | ||
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new_memory_min = cur_memory_min + physical_exec_ctx.min_memory | ||
with open(f"{cgroup_folder}/memory.min", "w") as f: | ||
f.write(str(new_memory_min)) | ||
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return True | ||
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def _setup_cgroup_for_memory( | ||
physical_exec_ctx: physical_mode_context.PhysicalModeExecutionContext, | ||
) -> bool: | ||
"""Setup cgroup for memory consumption. Return whether memory constraint is applied | ||
successfully.""" | ||
# Create a new dedicated cgroup if max memory specified. | ||
if physical_exec_ctx.max_memory: | ||
return _setup_new_cgroup_for_memory(physical_exec_ctx) | ||
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# Otherwise, place the process to the default cgroup. | ||
return _update_default_cgroup_for_memory_at_setup(physical_exec_ctx) | ||
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def setup_cgroup_for_context( | ||
physical_exec_ctx: physical_mode_context.PhysicalModeExecutionContext, | ||
) -> bool: | ||
"""Setup cgroup for the partcular execution context.""" | ||
if sys.platform == "win32": | ||
return True | ||
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if not _setup_cgroup_for_memory(physical_exec_ctx): | ||
return False | ||
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return True | ||
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def _cleanup_dedicated_cgroup_for_memory( | ||
physical_exec_ctx: physical_mode_context.PhysicalModeExecutionContext, | ||
) -> bool: | ||
"""Cleanup the dedicated cgroup.""" | ||
if physical_exec_ctx.memory_cgroup_uuid == DEFAULT_MEM_CGROUP_UUID: | ||
return False | ||
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cgroup_folder = f"/sys/fs/cgroup/{physical_exec_ctx.memory_cgroup_uuid}" | ||
shutil.rmtree(cgroup_folder) | ||
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return True | ||
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def _cleanup_default_cgroup_for_memory( | ||
physical_exec_ctx: physical_mode_context.PhysicalModeExecutionContext, | ||
) -> bool: | ||
"""Cleanup the default cgroup for the given context.""" | ||
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if physical_exec_ctx.memory_cgroup_uuid != DEFAULT_MEM_CGROUP_UUID: | ||
return False | ||
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cgroup_folder = f"/sys/fs/cgroup/{DEFAULT_MEM_CGROUP_UUID}" | ||
cur_memory_min = 0 | ||
if not os.path.exists(f"{cgroup_folder}/memory.min"): | ||
return False | ||
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with open(f"{cgroup_folder}/memory.min", "r") as f: | ||
cur_memory_min = int(f.read().strip()) | ||
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if cur_memory_min < physical_exec_ctx.min_memory: | ||
return False | ||
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new_memory_min = cur_memory_min - physical_exec_ctx.min_memory | ||
with open(f"{cgroup_folder}/memory.min", "w") as f: | ||
f.write(str(new_memory_min)) | ||
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return True | ||
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def _cleanup_cgroup_for_memory( | ||
physical_exec_ctx: physical_mode_context.PhysicalModeExecutionContext, | ||
) -> bool: | ||
"""Cleanup cgroup for memory consumption. Return whether cleanup opertion succeeds | ||
or not.""" | ||
# Cleanup a new dedicated cgroup if max memory specified. | ||
if physical_exec_ctx.max_memory: | ||
return _cleanup_dedicated_cgroup_for_memory(physical_exec_ctx) | ||
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# Cleanup the default memory cgroup. | ||
return _cleanup_default_cgroup_for_memory(physical_exec_ctx) | ||
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def cleanup_cgroup_for_context( | ||
physical_exec_ctx: physical_mode_context.PhysicalModeExecutionContext, | ||
) -> bool: | ||
"""Cleanup cgroup for the particular execution context.""" | ||
if sys.platform == "win32": | ||
return True | ||
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if not _cleanup_cgroup_for_memory(physical_exec_ctx): | ||
return False | ||
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return True |
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