wehub-resource-sync
97 lines
2.1 KiB
Python
97 lines
2.1 KiB
Python
"""
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Ray decorated classes and functions defined at top of file, importable with
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fully qualified name as import_path to test DAG building, artifact generation
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and structured deployment.
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"""
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import asyncio
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from typing import Dict, Union
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from ray import serve
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from ray.actor import ActorHandle
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from ray.serve.handle import DeploymentHandle
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NESTED_HANDLE_KEY = "nested_handle"
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@serve.deployment
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class ClassHello:
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def __init__(self):
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pass
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def hello(self):
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return "hello"
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@serve.deployment
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class Model:
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def __init__(self, weight: int, ratio: float = None):
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self.weight = weight
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self.ratio = ratio or 1
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def forward(self, input: int):
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return self.ratio * self.weight * input
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def __call__(self, request):
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input_data = request
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return self.ratio * self.weight * input_data
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@serve.deployment
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class Combine:
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def __init__(
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self,
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m1: DeploymentHandle,
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m2: Union[DeploymentHandle, Dict[str, DeploymentHandle]],
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m2_nested: bool = False,
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):
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self.m1 = m1
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self.m2 = m2.get(NESTED_HANDLE_KEY) if m2_nested else m2
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async def __call__(self, req):
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if isinstance(self.m1, ActorHandle) and isinstance(self.m2, ActorHandle):
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r1_ref = self.m1.forward.remote(req)
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r2_ref = self.m2.forward.remote(req)
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else:
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r1_ref = await self.m1.forward.remote(req)._to_object_ref()
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r2_ref = await self.m2.forward.remote(req)._to_object_ref()
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return sum(await asyncio.gather(r1_ref, r2_ref))
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@serve.deployment
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class Counter:
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def __init__(self, val):
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self.val = val
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def get(self):
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return self.val
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def inc(self, inc):
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self.val += inc
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@serve.deployment
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def fn_hello():
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return "hello"
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@serve.deployment
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def fn(val, incr=0):
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return val + incr
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@serve.deployment
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def combine(m1_output, m2_output, kwargs_output=0):
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return m1_output + m2_output + kwargs_output
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def class_factory():
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class MyInlineClass:
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def __init__(self, val):
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self.val = val
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def get(self):
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return self.val
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return MyInlineClass
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