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Rather than have a single `LLAMA_STACK_VERSION`, we need to have a `_V1`, `_V1ALPHA`, and `_V1BETA` constant. This also necessitated addition of `level` to the `WebMethod` so that routing can be handeled properly. For backwards compat, the `v1` routes are being kept around and marked as `deprecated`. When used, the server will log a deprecation warning. move: post_training to v1alpha as it is under heavy development and not near its final state eval: job scheduling is not implemented. Relies heavily on the datasetio API which is under development missing implementations of specific routes indicating the structure of those routes might change. Additionally eval depends on the inference API which is going to be deprecated, eval will likely need a major API surface change to conform to using completions properly Signed-off-by: Charlie Doern <cdoern@redhat.com>
141 lines
5 KiB
Python
141 lines
5 KiB
Python
# Copyright (c) Meta Platforms, Inc. and affiliates.
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# All rights reserved.
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#
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# This source code is licensed under the terms described in the LICENSE file in
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# the root directory of this source tree.
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import inspect
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import re
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from collections.abc import Callable
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from typing import Any
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from aiohttp import hdrs
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from starlette.routing import Route
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from llama_stack.apis.datatypes import Api, ExternalApiSpec
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from llama_stack.apis.tools import RAGToolRuntime, SpecialToolGroup
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from llama_stack.core.resolver import api_protocol_map
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from llama_stack.schema_utils import WebMethod
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EndpointFunc = Callable[..., Any]
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PathParams = dict[str, str]
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RouteInfo = tuple[EndpointFunc, str, WebMethod]
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PathImpl = dict[str, RouteInfo]
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RouteImpls = dict[str, PathImpl]
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RouteMatch = tuple[EndpointFunc, PathParams, str, WebMethod]
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def toolgroup_protocol_map():
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return {
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SpecialToolGroup.rag_tool: RAGToolRuntime,
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}
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def get_all_api_routes(
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external_apis: dict[Api, ExternalApiSpec] | None = None,
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) -> dict[Api, list[tuple[Route, WebMethod]]]:
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apis = {}
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protocols = api_protocol_map(external_apis)
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toolgroup_protocols = toolgroup_protocol_map()
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for api, protocol in protocols.items():
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routes = []
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protocol_methods = inspect.getmembers(protocol, predicate=inspect.isfunction)
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# HACK ALERT
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if api == Api.tool_runtime:
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for tool_group in SpecialToolGroup:
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sub_protocol = toolgroup_protocols[tool_group]
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sub_protocol_methods = inspect.getmembers(sub_protocol, predicate=inspect.isfunction)
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for name, method in sub_protocol_methods:
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if not hasattr(method, "__webmethod__"):
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continue
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protocol_methods.append((f"{tool_group.value}.{name}", method))
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for name, method in protocol_methods:
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# Get all webmethods for this method (supports multiple decorators)
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webmethods = getattr(method, "__webmethods__", [])
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if not webmethods:
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continue
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# Create routes for each webmethod decorator
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for webmethod in webmethods:
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path = f"/{webmethod.level}/{webmethod.route.lstrip('/')}"
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if webmethod.method == hdrs.METH_GET:
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http_method = hdrs.METH_GET
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elif webmethod.method == hdrs.METH_DELETE:
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http_method = hdrs.METH_DELETE
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else:
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http_method = hdrs.METH_POST
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routes.append(
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(Route(path=path, methods=[http_method], name=name, endpoint=None), webmethod)
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) # setting endpoint to None since don't use a Router object
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apis[api] = routes
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return apis
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def initialize_route_impls(impls, external_apis: dict[Api, ExternalApiSpec] | None = None) -> RouteImpls:
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api_to_routes = get_all_api_routes(external_apis)
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route_impls: RouteImpls = {}
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def _convert_path_to_regex(path: str) -> str:
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# Convert {param} to named capture groups
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# handle {param:path} as well which allows for forward slashes in the param value
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pattern = re.sub(
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r"{(\w+)(?::path)?}",
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lambda m: f"(?P<{m.group(1)}>{'[^/]+' if not m.group(0).endswith(':path') else '.+'})",
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path,
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)
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return f"^{pattern}$"
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for api, api_routes in api_to_routes.items():
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if api not in impls:
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continue
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for route, webmethod in api_routes:
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impl = impls[api]
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func = getattr(impl, route.name)
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# Get the first (and typically only) method from the set, filtering out HEAD
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available_methods = [m for m in route.methods if m != "HEAD"]
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if not available_methods:
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continue # Skip if only HEAD method is available
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method = available_methods[0].lower()
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if method not in route_impls:
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route_impls[method] = {}
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route_impls[method][_convert_path_to_regex(route.path)] = (
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func,
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route.path,
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webmethod,
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)
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return route_impls
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def find_matching_route(method: str, path: str, route_impls: RouteImpls) -> RouteMatch:
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"""Find the matching endpoint implementation for a given method and path.
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Args:
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method: HTTP method (GET, POST, etc.)
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path: URL path to match against
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route_impls: A dictionary of endpoint implementations
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Returns:
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A tuple of (endpoint_function, path_params, route_path, webmethod_metadata)
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Raises:
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ValueError: If no matching endpoint is found
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"""
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impls = route_impls.get(method.lower())
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if not impls:
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raise ValueError(f"No endpoint found for {path}")
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for regex, (func, route_path, webmethod) in impls.items():
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match = re.match(regex, path)
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if match:
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# Extract named groups from the regex match
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path_params = match.groupdict()
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return func, path_params, route_path, webmethod
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raise ValueError(f"No endpoint found for {path}")
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