vllm/vllm/compilation/fx_utils.py
Russell Bryant e489ad7a21
[Misc] Add SPDX-License-Identifier headers to python source files (#12628)
- **Add SPDX license headers to python source files**
- **Check for SPDX headers using pre-commit**

commit 9d7ef44c3cfb72ca4c32e1c677d99259d10d4745
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:18:24 2025 -0500

    Add SPDX license headers to python source files
    
This commit adds SPDX license headers to python source files as
recommended to
the project by the Linux Foundation. These headers provide a concise way
that is
both human and machine readable for communicating license information
for each
source file. It helps avoid any ambiguity about the license of the code
and can
    also be easily used by tools to help manage license compliance.
    
The Linux Foundation runs license scans against the codebase to help
ensure
    we are in compliance with the licenses of the code we use, including
dependencies. Having these headers in place helps that tool do its job.
    
    More information can be found on the SPDX site:
    
    - https://spdx.dev/learn/handling-license-info/
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

commit 5a1cf1cb3b80759131c73f6a9dddebccac039dea
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:36:32 2025 -0500

    Check for SPDX headers using pre-commit
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

---------

Signed-off-by: Russell Bryant <rbryant@redhat.com>
2025-02-02 11:58:18 -08:00

45 lines
1.4 KiB
Python

# SPDX-License-Identifier: Apache-2.0
import operator
from typing import Iterable, Optional
from torch import fx
from torch._higher_order_ops.auto_functionalize import auto_functionalized
from torch._ops import OpOverload
def is_func(node: fx.Node, target) -> bool:
return node.op == "call_function" and node.target == target
# Returns the first auto_functionalized node with the given op (if it exists)
def find_auto_fn_maybe(nodes: Iterable[fx.Node],
op: OpOverload) -> Optional[fx.Node]:
for node in nodes:
if is_func(node, auto_functionalized) and node.args[0] == op: # noqa
return node
return None
# Returns the first auto_functionalized node with the given op
def find_auto_fn(nodes: Iterable[fx.Node], op: OpOverload) -> fx.Node:
node = find_auto_fn_maybe(nodes, op)
assert node is not None, f"Could not find {op} in nodes {nodes}"
return node
# Returns the getitem node that extracts the idx-th element from node
# (if it exists)
def find_getitem_maybe(node: fx.Node, idx: int) -> Optional[fx.Node]:
for user in node.users:
if is_func(user, operator.getitem) and user.args[1] == idx:
return user
return None
# Returns the getitem node that extracts the idx-th element from node
def find_getitem(node: fx.Node, idx: int) -> fx.Node:
ret = find_getitem_maybe(node, idx)
assert ret is not None, f"Could not find getitem {idx} in node {node}"
return ret