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99 lines
3.3 KiB
Python
99 lines
3.3 KiB
Python
from typing import Optional, Dict, Any, Union
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from ray.serve.context import TaskContext
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from ray.serve.router import RequestMetadata
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class RayServeHandle:
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"""A handle to a service endpoint.
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Invoking this endpoint with .remote is equivalent to pinging
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an HTTP endpoint.
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Example:
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>>> handle = serve.get_handle("my_endpoint")
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>>> handle
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RayServeHandle(
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Endpoint="my_endpoint",
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Traffic=...
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)
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>>> handle.remote(my_request_content)
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ObjectRef(...)
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>>> ray.get(handle.remote(...))
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# result
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>>> ray.get(handle.remote(let_it_crash_request))
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# raises RayTaskError Exception
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"""
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def __init__(
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self,
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router_handle,
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endpoint_name,
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*,
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method_name=None,
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shard_key=None,
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http_method=None,
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http_headers=None,
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):
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self.router_handle = router_handle
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self.endpoint_name = endpoint_name
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self.method_name = method_name
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self.shard_key = shard_key
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self.http_method = http_method
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self.http_headers = http_headers
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def remote(self, request_data: Optional[Union[Dict, Any]] = None,
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**kwargs):
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"""Issue an asynchrounous request to the endpoint.
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Returns a Ray ObjectRef whose results can be waited for or retrieved
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using ray.wait or ray.get, respectively.
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Returns:
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ray.ObjectRef
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Args:
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request_data(dict, Any): If it's a dictionary, the data will be
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available in ``request.json()`` or ``request.form()``.
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Otherwise, it will be available in ``request.data``.
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``**kwargs``: All keyword arguments will be available in
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``request.args``.
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"""
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request_metadata = RequestMetadata(
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self.endpoint_name,
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TaskContext.Python,
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call_method=self.method_name or "__call__",
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shard_key=self.shard_key,
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http_method=self.http_method or "GET",
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http_headers=self.http_headers or dict(),
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)
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return self.router_handle.enqueue_request.remote(
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request_metadata, request_data, **kwargs)
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def options(self,
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method_name: Optional[str] = None,
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*,
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shard_key: Optional[str] = None,
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http_method: Optional[str] = None,
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http_headers: Optional[Dict[str, str]] = None):
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"""Set options for this handle.
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Args:
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method_name(str): The method to invoke on the backend.
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http_method(str): The HTTP method to use for the request.
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shard_key(str): A string to use to deterministically map this
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request to a backend if there are multiple for this endpoint.
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"""
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return RayServeHandle(
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self.router_handle,
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self.endpoint_name,
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# Don't override existing method
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method_name=self.method_name or method_name,
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shard_key=self.shard_key or shard_key,
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http_method=self.http_method or http_method,
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http_headers=self.http_headers or http_headers,
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)
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def __repr__(self):
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return f"RayServeHandle(endpoint='{self.endpoint_name}')"
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