# SPDX-FileCopyrightText: Copyright (c) 2025-2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: Apache-2.0

# NOTE: These tests run reliably in serial but have encountered intermittent failures
# under pytest-xdist parallel execution (-n auto). Each test spawns its own
# DistributedRuntime with isolated etcd/NATS and unique namespaces, but the Rust
# runtime may use process-global state (e.g. lazy_static / OnceLock singletons for
# endpoint tables) that races under concurrent xdist workers. Do not add
# @pytest.mark.parallel until DRT endpoint registration is confirmed thread-safe.
#
import asyncio
import logging
import os
import sys
from contextlib import contextmanager
from pathlib import Path
from typing import Any, Dict, Iterator, Optional

import aiohttp
import pytest

from tests.router.common import (
    _test_busy_threshold_endpoint,
    _test_disagg_direct_mode,
    _test_python_router_bindings,
    _test_remote_indexer_decisions,
    _test_router_basic,
    _test_router_decisions,
    _test_router_decisions_disagg,
    _test_router_decisions_disagg_round_robin_prefill_dp_rank,
    _test_router_indexers_sync,
    _test_router_overload_503,
    _test_router_query_instance_id,
    _test_router_threshold_none_disables_rejection,
    _test_router_two_routers,
)
from tests.router.helper import (
    generate_random_suffix,
    get_kv_indexer_command,
    get_runtime,
    wait_for_indexer_workers_active,
)
from tests.utils.constants import ROUTER_MODEL_NAME
from tests.utils.managed_process import ManagedProcess
from tests.utils.port_utils import (
    allocate_contiguous_ports,
    allocate_ports,
    deallocate_ports,
)

logger = logging.getLogger(__name__)

MODEL_NAME = ROUTER_MODEL_NAME

pytestmark = [
    pytest.mark.pre_merge,
    pytest.mark.gpu_0,
    pytest.mark.integration,
    pytest.mark.model(MODEL_NAME),
]
NUM_MOCKERS = 2
SPEEDUP_RATIO = 10.0
BASE_PORT = 9100  # Base port for general test allocations (frontend, system, etc.)
BASE_PORT_BOOTSTRAP = 10100  # Base port for disagg bootstrap rendezvous
BASE_PORT_ZMQ = 11100  # Base port for ZMQ KV event publishing
NUM_REQUESTS = 100
BLOCK_SIZE = 16
PLANNER_PROFILE_DATA_DIR = (
    Path(__file__).resolve().parents[2]
    / "components/src/dynamo/planner/tests/data/profiling_results/H200_TP1P_TP1D"
)
ROUTER_AIC_CONFIG = {
    "aic_backend": "vllm",
    "aic_system": "h200_sxm",
    "aic_backend_version": "0.12.0",
    "aic_tp_size": 1,
    "aic_model_path": "Qwen/Qwen3-32B",
}
ROUND_ROBIN_MOCKER_SKIP_REASON = (
    "Flaky on CI: tcp nondurable round-robin mocker router path timed out"
)


def _require_router_aic() -> dict[str, Any]:
    pytest.importorskip(
        "aiconfigurator", reason="router AIC test requires aiconfigurator"
    )
    return ROUTER_AIC_CONFIG.copy()


def get_unique_ports(
    request,
    num_ports: int = 1,
    store_backend: str = "etcd",
    request_plane: str = "nats",
    registration_order: str = "prefill_first",
) -> list[int]:
    """Allocate random free ports for xdist-safe router tests.

    This replaces the previous "test-name offset" scheme with the shared flock-backed
    allocator from `tests.utils.port_utils`, which avoids collisions across pytest-xdist
    worker processes.

    Notes:
    - The extra parameters are kept for call-site compatibility (they no longer affect
      the chosen ports).
    - Ports are released at the end of the test via a pytest finalizer.
    """
    _ = (store_backend, request_plane, registration_order)
    ports = allocate_ports(num_ports, BASE_PORT)
    request.addfinalizer(lambda: deallocate_ports(ports))
    return ports


# Shared test payload for all tests
TEST_PAYLOAD: Dict[str, Any] = {
    "model": MODEL_NAME,
    "messages": [
        {
            "role": "user",
            "content": "In a quiet meadow tucked between rolling hills, a plump gray rabbit nibbled on clover beneath the shade of a gnarled oak tree. Its ears twitched at the faint rustle of leaves, but it remained calm, confident in the safety of its burrow just a few hops away. The late afternoon sun warmed its fur, and tiny dust motes danced in the golden light as bees hummed lazily nearby. Though the rabbit lived a simple life, every day was an adventure of scents, shadows, and snacks—an endless search for the tastiest patch of greens and the softest spot to nap.",
        }
    ],
    "stream": True,
    "max_tokens": 10,
}
SOAK_TEST_PAYLOAD: Dict[str, Any] = {
    "model": MODEL_NAME,
    "messages": [
        {
            "role": "user",
            "content": "one two three four five six seven eight nine ten",
        }
    ],
    "stream": False,
    "max_tokens": 1,
}


def _build_mocker_command(
    endpoint: str,
    store_backend: str,
    num_workers: int,
    mocker_args: Dict[str, Any],
    worker_type: Optional[str] = None,
) -> list[str]:
    """Build the mocker CLI command with all arguments.

    Args:
        endpoint: The dynamo endpoint string
        store_backend: Storage backend ("etcd" or "file")
        num_workers: Number of workers to spawn (uses --num-workers flag)
        mocker_args: Dictionary of mocker arguments
        worker_type: Optional worker type ("prefill" or "decode") for disagg mode

    Returns:
        List of command arguments for subprocess
    """
    command = [
        sys.executable,
        "-m",
        "dynamo.mocker",
        "--model-path",
        MODEL_NAME,
        "--endpoint",
        endpoint,
        "--discovery-backend",
        store_backend,
        "--num-workers",
        str(num_workers),
    ]

    # Add worker type flag for disaggregated mode
    if worker_type == "prefill":
        command.extend(["--disaggregation-mode", "prefill"])
    elif worker_type == "decode":
        command.extend(["--disaggregation-mode", "decode"])

    # Add individual CLI arguments from mocker_args
    if "speedup_ratio" in mocker_args:
        command.extend(["--speedup-ratio", str(mocker_args["speedup_ratio"])])
    if "block_size" in mocker_args:
        command.extend(["--block-size", str(mocker_args["block_size"])])
    if "num_gpu_blocks" in mocker_args:
        command.extend(
            ["--num-gpu-blocks-override", str(mocker_args["num_gpu_blocks"])]
        )
    if "max_num_seqs" in mocker_args:
        command.extend(["--max-num-seqs", str(mocker_args["max_num_seqs"])])
    if "max_num_batched_tokens" in mocker_args:
        command.extend(
            ["--max-num-batched-tokens", str(mocker_args["max_num_batched_tokens"])]
        )
    if "enable_prefix_caching" in mocker_args:
        if mocker_args["enable_prefix_caching"]:
            command.append("--enable-prefix-caching")
        else:
            command.append("--no-enable-prefix-caching")
    if "enable_chunked_prefill" in mocker_args:
        if mocker_args["enable_chunked_prefill"]:
            command.append("--enable-chunked-prefill")
        else:
            command.append("--no-enable-chunked-prefill")
    if "preemption_mode" in mocker_args:
        command.extend(["--preemption-mode", str(mocker_args["preemption_mode"])])
    if "dp_size" in mocker_args:
        command.extend(["--data-parallel-size", str(mocker_args["dp_size"])])
    if "planner_profile_data" in mocker_args:
        command.extend(
            ["--planner-profile-data", str(mocker_args["planner_profile_data"])]
        )
    if mocker_args.get("aic_perf_model") is True:
        command.append("--aic-perf-model")
    if "aic_system" in mocker_args:
        command.extend(["--aic-system", str(mocker_args["aic_system"])])
    if "aic_backend_version" in mocker_args:
        command.extend(
            ["--aic-backend-version", str(mocker_args["aic_backend_version"])]
        )
    if "aic_tp_size" in mocker_args:
        command.extend(["--aic-tp-size", str(mocker_args["aic_tp_size"])])
    # Use --durable-kv-events to enable JetStream mode (local indexer disabled)
    if mocker_args.get("durable_kv_events") is True:
        command.append("--durable-kv-events")
    if "bootstrap_ports" in mocker_args:
        command.extend(["--bootstrap-ports", mocker_args["bootstrap_ports"]])
    if "zmq_kv_events_ports" in mocker_args:
        command.extend(["--zmq-kv-events-ports", mocker_args["zmq_kv_events_ports"]])
    if "zmq_replay_ports" in mocker_args:
        command.extend(["--zmq-replay-ports", mocker_args["zmq_replay_ports"]])

    return command


class MockerProcess:
    """Manages mocker engine instances with shared tokio runtime via --num-workers.

    When standalone_indexer=True, launches mockers one-by-one (each as --num-workers 1)
    and runs a standalone HTTP KV indexer binary alongside them. Call launch_workers_with_indexer()
    in async context to start mockers and register their ZMQ ports with the indexer.
    """

    def __init__(
        self,
        request,
        mocker_args: Optional[Dict[str, Any]] = None,
        num_mockers: int = 1,
        store_backend: str = "etcd",
        request_plane: str = "nats",
        zmq_kv_events: bool = False,
        standalone_indexer: bool = False,
        model_name: str = "mocker",
        zmq_replay: bool = False,
    ):
        namespace_suffix = generate_random_suffix()
        self.namespace = f"test-namespace-{namespace_suffix}"
        self.component_name = "mocker"
        self.model_name = model_name
        self.endpoint = f"dyn://{self.namespace}.{self.component_name}.generate"
        self.num_workers = num_mockers
        self._zmq_kv_events_ports: list[int] = []
        self._zmq_replay_ports: list[int] = []
        self._standalone_indexer = standalone_indexer
        self._standalone_indexer_port: Optional[int] = None
        self._standalone_indexer_b_port: Optional[int] = None
        self._indexer_process: Optional[ManagedProcess] = None
        self._indexer_b_process: Optional[ManagedProcess] = None
        self._mocker_processes: list[ManagedProcess] = []
        self._request = request
        self._store_backend = store_backend
        self._request_plane = request_plane
        self._mocker_args_orig: Dict[str, Any] = (mocker_args or {}).copy()
        self.worker_id_to_zmq_ports: dict[int, dict[int, str]] = {}

        mocker_args = self._mocker_args_orig.copy()
        # Store dp_size for DP-aware test functions
        self.dp_size = mocker_args.get("dp_size")
        # Alias for consistency with vLLM/SGLang workers
        self.data_parallel_size = self.dp_size

        # Allocate contiguous ZMQ port blocks for KV event publishing because
        # the mocker binds base_port + dp_rank for each DP rank.
        if zmq_kv_events:
            dp_size = mocker_args.get("dp_size", 1)
            self._zmq_kv_events_ports = allocate_contiguous_ports(
                num_mockers, dp_size, BASE_PORT_ZMQ
            )
            bases = [self._zmq_kv_events_ports[i * dp_size] for i in range(num_mockers)]
            if not standalone_indexer:
                mocker_args["zmq_kv_events_ports"] = ",".join(str(p) for p in bases)
            logger.info(
                f"Allocated ZMQ KV event ports {self._zmq_kv_events_ports} "
                f"(bases: {bases}) for {num_mockers} workers"
            )

        # Allocate contiguous ZMQ replay port blocks with the same layout.
        if zmq_replay and zmq_kv_events:
            dp_size = mocker_args.get("dp_size", 1)
            self._zmq_replay_ports = allocate_contiguous_ports(
                num_mockers, dp_size, BASE_PORT_ZMQ + 1000
            )
            replay_bases = [
                self._zmq_replay_ports[i * dp_size] for i in range(num_mockers)
            ]
            if not standalone_indexer:
                mocker_args["zmq_replay_ports"] = ",".join(str(p) for p in replay_bases)
            logger.info(
                f"Allocated ZMQ replay ports {self._zmq_replay_ports} "
                f"(bases: {replay_bases}) for {num_mockers} workers"
            )

        if standalone_indexer:
            # Allocate ports for standalone indexer A and B (P2P recovery peer)
            indexer_ports = allocate_ports(2, BASE_PORT)
            self._standalone_indexer_port = indexer_ports[0]
            self._standalone_indexer_b_port = indexer_ports[1]
            request.addfinalizer(lambda: deallocate_ports(indexer_ports))
            # Don't build a single mocker command — we'll launch per-worker in launch_workers_with_indexer
            self._process = None
        else:
            command = _build_mocker_command(
                endpoint=self.endpoint,
                store_backend=store_backend,
                num_workers=num_mockers,
                mocker_args=mocker_args,
            )

            env = os.environ.copy()
            env["DYN_REQUEST_PLANE"] = request_plane

            self._process = ManagedProcess(
                command=command,
                env=env,
                timeout=60,
                display_output=True,
                health_check_ports=[],
                health_check_urls=[],
                log_dir=request.node.name,
                terminate_all_matching_process_names=False,
                display_name="dynamo-mocker",
            )
        logger.info(
            f"Created mocker process with {num_mockers} worker(s), endpoint: {self.endpoint}"
            f"{', standalone_indexer=True' if standalone_indexer else ''}"
        )

    @property
    def standalone_indexer_url(self) -> Optional[str]:
        if self._standalone_indexer_port is not None:
            return f"http://localhost:{self._standalone_indexer_port}"
        return None

    @property
    def standalone_indexer_b_url(self) -> Optional[str]:
        if self._standalone_indexer_b_port is not None:
            return f"http://localhost:{self._standalone_indexer_b_port}"
        return None

    def __enter__(self):
        if self._standalone_indexer:
            # Launch the standalone indexer binary
            block_size = self._mocker_args_orig.get("block_size", BLOCK_SIZE)
            indexer_cmd = [
                *get_kv_indexer_command(),
                "--block-size",
                str(block_size),
                "--port",
                str(self._standalone_indexer_port),
            ]
            self._indexer_process = ManagedProcess(
                command=indexer_cmd,
                timeout=120,
                display_output=True,
                health_check_ports=[self._standalone_indexer_port],
                health_check_urls=[],
                log_dir=self._request.node.name,
                terminate_all_matching_process_names=False,
                display_name="dynamo-kv-indexer",
            )
            logger.info(
                f"Starting standalone indexer on port {self._standalone_indexer_port}"
            )
            self._indexer_process.__enter__()
            # Don't start mocker processes yet — launch_workers_with_indexer will do it
        else:
            logger.info(f"Starting mocker process with {self.num_workers} worker(s)")
            self._process.__enter__()
        return self

    async def launch_workers_with_indexer(self, endpoint):
        """Launch workers one-by-one and register each with the standalone indexer.

        For each mocker:
        1. Launch a mocker process with --num-workers 1
        2. Poll endpoint.client().instance_ids() until a new worker_id appears
        3. POST /register to the indexer with the worker_id and its ZMQ addresses

        Args:
            endpoint: The dynamo endpoint object to discover worker IDs.
        """
        client = await endpoint.client()
        known_ids: set[int] = set()
        dp_size = self._mocker_args_orig.get("dp_size", 1)

        for i in range(self.num_workers):
            # Build per-mocker args with its own ZMQ base port
            mocker_args = self._mocker_args_orig.copy()
            base_port = self._zmq_kv_events_ports[i * dp_size]
            mocker_args["zmq_kv_events_ports"] = str(base_port)
            if self._zmq_replay_ports:
                replay_base = self._zmq_replay_ports[i * dp_size]
                mocker_args["zmq_replay_ports"] = str(replay_base)

            command = _build_mocker_command(
                endpoint=self.endpoint,
                store_backend=self._store_backend,
                num_workers=1,
                mocker_args=mocker_args,
            )

            env = os.environ.copy()
            env["DYN_REQUEST_PLANE"] = self._request_plane

            proc = ManagedProcess(
                command=command,
                env=env,
                timeout=60,
                display_output=True,
                health_check_ports=[],
                health_check_urls=[],
                log_dir=self._request.node.name,
                terminate_all_matching_process_names=False,
                display_name=f"mocker-{i}",
            )
            proc.__enter__()
            self._mocker_processes.append(proc)

            # Poll for the new worker_id
            new_worker_id = None
            for _ in range(120):
                ids = set(client.instance_ids())
                new = ids - known_ids
                if new:
                    new_worker_id = new.pop()
                    known_ids.add(new_worker_id)
                    break
                await asyncio.sleep(0.5)

            if new_worker_id is None:
                raise RuntimeError(
                    f"Timed out waiting for mocker {i} to register "
                    f"(known_ids={known_ids})"
                )

            # Register each dp_rank endpoint with the standalone indexer.
            # The mocker binds on base_port + dp_rank (contiguous), so we must
            # use the same formula here rather than indexing into the allocated
            # port list, which may contain gaps when intervening ports are busy.
            zmq_addresses = {}
            register_url = f"{self.standalone_indexer_url}/register"
            replay_base = (
                self._zmq_replay_ports[i * dp_size] if self._zmq_replay_ports else None
            )
            async with aiohttp.ClientSession() as session:
                for dp_rank in range(dp_size):
                    port = base_port + dp_rank
                    endpoint = f"tcp://127.0.0.1:{port}"
                    zmq_addresses[dp_rank] = endpoint

                    payload = {
                        "instance_id": new_worker_id,
                        "endpoint": endpoint,
                        "dp_rank": dp_rank,
                        "model_name": self.model_name,
                        "block_size": self._mocker_args_orig.get(
                            "block_size", BLOCK_SIZE
                        ),
                    }
                    if replay_base is not None:
                        payload[
                            "replay_endpoint"
                        ] = f"tcp://127.0.0.1:{replay_base + dp_rank}"
                    async with session.post(register_url, json=payload) as resp:
                        if resp.status != 201:
                            body = await resp.text()
                            raise RuntimeError(
                                f"Failed to register instance {new_worker_id} "
                                f"dp_rank {dp_rank}: {resp.status} {body}"
                            )

            self.worker_id_to_zmq_ports[new_worker_id] = zmq_addresses

            logger.info(
                f"Mocker {i}: worker_id={new_worker_id}, "
                f"zmq_addresses={zmq_addresses}"
            )

        await wait_for_indexer_workers_active(
            self.standalone_indexer_url, self.worker_id_to_zmq_ports
        )
        logger.info(
            f"All {self.num_workers} mockers launched and registered with indexer"
        )

    def launch_indexer(self):
        """Launch a second standalone indexer (Indexer B) with --peers pointing to Indexer A.

        Workers are passed via --workers so ZMQ sockets connect before recovery
        runs, ensuring the subscription handshake completes during the recovery
        delay and no events are lost to the ZMQ slow-joiner problem.
        """
        if not self._standalone_indexer or self._standalone_indexer_b_port is None:
            raise RuntimeError("launch_indexer requires standalone_indexer=True")
        if not self.worker_id_to_zmq_ports:
            raise RuntimeError("launch_indexer requires workers to be registered first")

        block_size = self._mocker_args_orig.get("block_size", BLOCK_SIZE)

        # Build --workers arg: "worker_id:dp_rank=zmq_addr,..."
        worker_entries = []
        for worker_id, zmq_addresses in self.worker_id_to_zmq_ports.items():
            for dp_rank, zmq_endpoint in zmq_addresses.items():
                worker_entries.append(f"{worker_id}:{dp_rank}={zmq_endpoint}")
        workers_arg = ",".join(worker_entries)

        indexer_b_cmd = [
            *get_kv_indexer_command(),
            "--block-size",
            str(block_size),
            "--port",
            str(self._standalone_indexer_b_port),
            "--peers",
            f"http://localhost:{self._standalone_indexer_port}",
            "--workers",
            workers_arg,
            "--model-name",
            self.model_name,
        ]
        self._indexer_b_process = ManagedProcess(
            command=indexer_b_cmd,
            timeout=120,
            display_output=True,
            health_check_ports=[self._standalone_indexer_b_port],
            health_check_urls=[],
            log_dir=self._request.node.name,
            terminate_all_matching_process_names=False,
            display_name="dynamo-kv-indexer-b",
        )
        logger.info(
            f"Starting standalone indexer B on port {self._standalone_indexer_b_port} "
            f"with peer http://localhost:{self._standalone_indexer_port}"
        )
        self._indexer_b_process.__enter__()

    def __exit__(self, exc_type, exc_val, exc_tb):
        logger.info("Stopping mocker process(es)")
        # Stop individual mocker processes (standalone_indexer mode)
        for proc in self._mocker_processes:
            try:
                proc.__exit__(exc_type, exc_val, exc_tb)
            except Exception as e:
                logger.warning(f"Error stopping mocker process: {e}")
        self._mocker_processes.clear()
        # Stop standalone indexer B (P2P recovery peer)
        if self._indexer_b_process is not None:
            try:
                self._indexer_b_process.__exit__(exc_type, exc_val, exc_tb)
            except Exception as e:
                logger.warning(f"Error stopping indexer B process: {e}")
            self._indexer_b_process = None
        # Stop standalone indexer A
        if self._indexer_process is not None:
            try:
                self._indexer_process.__exit__(exc_type, exc_val, exc_tb)
            except Exception as e:
                logger.warning(f"Error stopping indexer process: {e}")
            self._indexer_process = None
        # Stop single mocker process (non-standalone mode)
        if self._process is not None:
            self._process.__exit__(exc_type, exc_val, exc_tb)
        if self._zmq_kv_events_ports:
            deallocate_ports(self._zmq_kv_events_ports)
            logger.info(f"Deallocated ZMQ KV event ports {self._zmq_kv_events_ports}")
            self._zmq_kv_events_ports = []
        if self._zmq_replay_ports:
            deallocate_ports(self._zmq_replay_ports)
            logger.info(f"Deallocated ZMQ replay ports {self._zmq_replay_ports}")
            self._zmq_replay_ports = []


class DisaggMockerProcess:
    """Manages prefill or decode mocker instances for disaggregated serving.

    Uses --num-workers for shared tokio runtime. For disaggregated serving:
    - Prefill workers: worker_type="prefill", endpoint is namespace.prefill.generate
    - Decode workers: worker_type="decode", endpoint is namespace.backend.generate

    Both prefill and decode workers should share the same namespace for proper discovery.
    """

    def __init__(
        self,
        request,
        namespace: str,
        worker_type: str,
        mocker_args: Optional[Dict[str, Any]] = None,
        num_mockers: int = 1,
        store_backend: str = "etcd",
        request_plane: str = "nats",
        enable_bootstrap: bool = False,
    ):
        if worker_type not in ("prefill", "decode"):
            raise ValueError(
                f"worker_type must be 'prefill' or 'decode', got {worker_type}"
            )

        self.namespace = namespace
        self.worker_type = worker_type
        self.num_workers = num_mockers
        self._bootstrap_ports: list[int] = []

        # Set component name and endpoint based on worker type
        if worker_type == "prefill":
            self.component_name = "prefill"
            self.endpoint = f"dyn://{self.namespace}.prefill.generate"
        else:
            self.component_name = "backend"
            self.endpoint = f"dyn://{self.namespace}.backend.generate"

        mocker_args = (mocker_args or {}).copy()

        # Allocate bootstrap ports for prefill workers if enabled (one per worker)
        if enable_bootstrap and worker_type == "prefill":
            self._bootstrap_ports = allocate_ports(num_mockers, BASE_PORT_BOOTSTRAP)
            mocker_args["bootstrap_ports"] = ",".join(
                str(p) for p in self._bootstrap_ports
            )
            logger.info(
                f"Allocated bootstrap ports {self._bootstrap_ports} for {num_mockers} prefill workers"
            )

        command = _build_mocker_command(
            endpoint=self.endpoint,
            store_backend=store_backend,
            num_workers=num_mockers,
            mocker_args=mocker_args,
            worker_type=worker_type,
        )

        env = os.environ.copy()
        env["DYN_REQUEST_PLANE"] = request_plane

        self._process = ManagedProcess(
            command=command,
            env=env,
            timeout=60,
            display_output=True,
            health_check_ports=[],
            health_check_urls=[],
            log_dir=request.node.name,
            terminate_all_matching_process_names=False,
            display_name=f"dynamo-mocker-{worker_type}",
        )
        logger.info(
            f"Created {worker_type} mocker process with {num_mockers} worker(s), "
            f"endpoint: {self.endpoint}"
        )

    @property
    def bootstrap_ports(self) -> list[int]:
        """Return the allocated bootstrap ports, if any."""
        return self._bootstrap_ports

    def __enter__(self):
        logger.info(
            f"Starting {self.worker_type} mocker process with {self.num_workers} worker(s)"
        )
        self._process.__enter__()
        return self

    def __exit__(self, exc_type, exc_val, exc_tb):
        logger.info(f"Stopping {self.worker_type} mocker process")
        self._process.__exit__(exc_type, exc_val, exc_tb)
        # Deallocate bootstrap ports if we allocated any
        if self._bootstrap_ports:
            deallocate_ports(self._bootstrap_ports)
            logger.info(f"Deallocated bootstrap ports {self._bootstrap_ports}")
            self._bootstrap_ports = []


@contextmanager
def _launch_disagg_workers(
    request,
    namespace: str,
    registration_order: str,
    *,
    prefill_mocker_args: Dict[str, Any],
    decode_mocker_args: Dict[str, Any],
    num_prefill_mockers: int,
    num_decode_mockers: int,
    enable_disagg_bootstrap: bool,
    request_plane: str = "nats",
) -> Iterator[tuple[DisaggMockerProcess, DisaggMockerProcess]]:
    if registration_order not in ("prefill_first", "decode_first"):
        raise ValueError(f"Unexpected registration order: {registration_order}")

    if registration_order == "prefill_first":
        logger.info("Starting %s prefill mocker instances (first)", num_prefill_mockers)
        with DisaggMockerProcess(
            request,
            namespace=namespace,
            worker_type="prefill",
            mocker_args=prefill_mocker_args,
            num_mockers=num_prefill_mockers,
            request_plane=request_plane,
            enable_bootstrap=enable_disagg_bootstrap,
        ) as prefill_workers:
            logger.info(f"Prefill workers using endpoint: {prefill_workers.endpoint}")

            logger.info(
                "Starting %s decode mocker instances (second)", num_decode_mockers
            )
            with DisaggMockerProcess(
                request,
                namespace=namespace,
                worker_type="decode",
                mocker_args=decode_mocker_args,
                num_mockers=num_decode_mockers,
                request_plane=request_plane,
            ) as decode_workers:
                logger.info(f"Decode workers using endpoint: {decode_workers.endpoint}")
                yield prefill_workers, decode_workers
        return

    logger.info("Starting %s decode mocker instances (first)", num_decode_mockers)
    with DisaggMockerProcess(
        request,
        namespace=namespace,
        worker_type="decode",
        mocker_args=decode_mocker_args,
        num_mockers=num_decode_mockers,
        request_plane=request_plane,
    ) as decode_workers:
        logger.info(f"Decode workers using endpoint: {decode_workers.endpoint}")

        logger.info(
            "Starting %s prefill mocker instances (second)", num_prefill_mockers
        )
        with DisaggMockerProcess(
            request,
            namespace=namespace,
            worker_type="prefill",
            mocker_args=prefill_mocker_args,
            num_mockers=num_prefill_mockers,
            request_plane=request_plane,
            enable_bootstrap=enable_disagg_bootstrap,
        ) as prefill_workers:
            logger.info(f"Prefill workers using endpoint: {prefill_workers.endpoint}")
            yield prefill_workers, decode_workers


@pytest.mark.timeout(180)  # planner-profile mocker setup can exceed 120s on CI CPUs
@pytest.mark.parametrize(
    "router_mode,durable_kv_events,mocker_args_override",
    [
        pytest.param("kv", False, {}, id="kv-nondurable"),
        pytest.param(
            "kv",
            False,
            {"planner_profile_data": PLANNER_PROFILE_DATA_DIR},
            id="kv-planner",
        ),
        pytest.param(
            "kv",
            False,
            {"aic_perf_model": True, "aic_system": "h200_sxm"},
            id="kv-aic",
        ),
        pytest.param("kv", True, {}, id="kv-durable"),
        pytest.param("round-robin", False, {}, id="roundrobin"),
        pytest.param("random", False, {}, id="random"),
        pytest.param("power-of-two", False, {}, id="power-of-two"),
    ],
    indirect=["durable_kv_events"],
)
@pytest.mark.parametrize("request_plane", ["tcp"], indirect=True)
@pytest.mark.skip(reason=ROUND_ROBIN_MOCKER_SKIP_REASON)
def test_mocker_router(
    request,
    runtime_services_dynamic_ports,
    predownload_tokenizers,
    router_mode,
    request_plane,
    durable_kv_events,
    mocker_args_override,
):
    """Test router with multiple mocker engine instances across all router modes.

    Covers kv, round-robin, and random routing. Tests both NATS and TCP request planes.
    """
    # runtime_services starts etcd and optionally nats based on request_plane
    logger.info(
        f"Starting mocker router test: router_mode={router_mode}, request_plane={request_plane}"
    )

    # Create mocker args dictionary - use local indexer (NATS Core mode)
    mocker_args = {
        "speedup_ratio": SPEEDUP_RATIO,
        "block_size": BLOCK_SIZE,
        "durable_kv_events": durable_kv_events,
    }
    mocker_args.update(mocker_args_override)

    with MockerProcess(
        request,
        mocker_args=mocker_args,
        num_mockers=NUM_MOCKERS,
        request_plane=request_plane,
    ) as mockers:
        # Start mocker instances with the new CLI interface
        logger.info(f"Starting {NUM_MOCKERS} mocker instances")
        logger.info(f"All mockers using endpoint: {mockers.endpoint}")

        # Get unique port for this test
        frontend_port = get_unique_ports(
            request, num_ports=1, request_plane=request_plane
        )[0]

        # Run basic router test (starts router internally and waits for workers to be ready)
        _test_router_basic(
            engine_workers=mockers,
            block_size=BLOCK_SIZE,
            request=request,
            frontend_port=frontend_port,
            test_payload=TEST_PAYLOAD,
            num_requests=NUM_REQUESTS,
            request_plane=request_plane,
            router_mode=router_mode,
            min_initial_workers=mockers.num_workers,
        )


@pytest.mark.timeout(180)
@pytest.mark.parametrize("router_mode", ["kv", "round-robin", "random"])
@pytest.mark.parametrize(
    "durable_kv_events", [False], ids=["nondurable"], indirect=True
)
@pytest.mark.parametrize("request_plane", ["nats", "tcp"], indirect=True)
def test_mocker_router_soak(
    request,
    runtime_services_dynamic_ports,
    predownload_tokenizers,
    router_mode,
    durable_kv_events,
    request_plane,
):
    mocker_args = {
        "speedup_ratio": 1000.0,
        "block_size": BLOCK_SIZE,
        "durable_kv_events": durable_kv_events,
    }

    with MockerProcess(
        request,
        mocker_args=mocker_args,
        num_mockers=2,
        request_plane=request_plane,
    ) as mockers:
        frontend_port = get_unique_ports(
            request, num_ports=1, request_plane=request_plane
        )[0]

        _test_router_basic(
            engine_workers=mockers,
            block_size=BLOCK_SIZE,
            request=request,
            frontend_port=frontend_port,
            test_payload=SOAK_TEST_PAYLOAD,
            num_requests=1024,
            request_plane=request_plane,
            router_mode=router_mode,
            min_initial_workers=mockers.num_workers,
        )


@pytest.mark.parametrize("store_backend", ["etcd", "file"])
@pytest.mark.parametrize(
    "durable_kv_events", [False], ids=["nondurable"], indirect=True
)  # Use NATS Core (local indexer)
@pytest.mark.timeout(180)  # bumped for xdist contention (was 60s; ~19.86s serial avg)
def test_mocker_two_kv_router(
    request,
    runtime_services_dynamic_ports,
    predownload_tokenizers,
    file_storage_backend,
    store_backend,
    durable_kv_events,
):
    """
    Test with two KV routers and multiple mocker engine instances.
    Alternates requests between the two routers to test load distribution.
    Tests with both etcd and file storage backends.
    """

    # runtime_services starts etcd and nats
    logger.info(
        f"Starting mocker two KV router test with {store_backend} storage backend"
    )

    # Create mocker args dictionary - use local indexer (NATS Core mode)
    mocker_args = {
        "speedup_ratio": SPEEDUP_RATIO,
        "block_size": BLOCK_SIZE,
        "durable_kv_events": durable_kv_events,
    }

    with MockerProcess(
        request,
        mocker_args=mocker_args,
        num_mockers=NUM_MOCKERS,
        store_backend=store_backend,
    ) as mockers:
        # Start mocker instances with the new CLI interface
        logger.info(f"Starting {NUM_MOCKERS} mocker instances")
        logger.info(f"All mockers using endpoint: {mockers.endpoint}")

        # Get unique ports for this test (2 ports for two routers)
        router_ports = get_unique_ports(
            request, num_ports=2, store_backend=store_backend
        )

        # Run two-router test (starts KV routers internally and manages their lifecycle)
        _test_router_two_routers(
            engine_workers=mockers,
            block_size=BLOCK_SIZE,
            request=request,
            router_ports=router_ports,
            test_payload=TEST_PAYLOAD,
            num_requests=NUM_REQUESTS,
            store_backend=store_backend,
            skip_consumer_verification=not durable_kv_events,  # Skip JetStream checks in NATS Core mode
        )


@pytest.mark.parametrize(
    "durable_kv_events", [False], ids=["nondurable"], indirect=True
)  # Use NATS Core (local indexer)
@pytest.mark.timeout(45)  # ~3x average (~13.10s), rounded up (when enabled)
def test_mocker_kv_router_overload_503(
    request, runtime_services_dynamic_ports, predownload_tokenizers, durable_kv_events
):
    """Test that KV router returns 503 when mocker workers are overloaded."""
    logger.info("Starting mocker KV router overload test for 503 status")
    # Create mocker args dictionary with limited resources - use local indexer (NATS Core mode)
    mocker_args = {
        "speedup_ratio": 0.01,
        "block_size": 4,  # Smaller block size
        "num_gpu_blocks": 64,  # Limited GPU blocks to exhaust quickly
        "durable_kv_events": durable_kv_events,
    }

    with MockerProcess(request, mocker_args=mocker_args, num_mockers=1) as mockers:
        # Start single mocker instance with limited resources
        logger.info("Starting single mocker instance with limited resources")
        logger.info(f"Mocker using endpoint: {mockers.endpoint}")

        # Get unique port for this test
        frontend_port = get_unique_ports(request, num_ports=1)[0]

        # Run overload 503 test
        _test_router_overload_503(
            engine_workers=mockers,
            block_size=4,  # Match the mocker's block size
            request=request,
            frontend_port=frontend_port,
            test_payload=TEST_PAYLOAD,
            blocks_threshold=0.2,
        )


@pytest.mark.parametrize(
    "durable_kv_events", [False], ids=["nondurable"], indirect=True
)  # Use NATS Core (local indexer)
@pytest.mark.timeout(45)
def test_mocker_kv_router_threshold_none_disables_rejection(
    request, runtime_services_dynamic_ports, predownload_tokenizers, durable_kv_events
):
    """Test that explicit CLI None thresholds disable KV router overload rejection."""
    logger.info("Starting mocker KV router explicit-None threshold test")
    mocker_args = {
        "speedup_ratio": 0.01,
        "block_size": 4,
        "num_gpu_blocks": 64,
        "durable_kv_events": durable_kv_events,
    }

    with MockerProcess(request, mocker_args=mocker_args, num_mockers=1) as mockers:
        logger.info("Starting single mocker instance with limited resources")
        logger.info(f"Mocker using endpoint: {mockers.endpoint}")

        frontend_port = get_unique_ports(request, num_ports=1)[0]

        _test_router_threshold_none_disables_rejection(
            engine_workers=mockers,
            block_size=4,
            request=request,
            frontend_port=frontend_port,
            test_payload=TEST_PAYLOAD,
            num_requests=4,
        )


@pytest.mark.timeout(90)  # bumped for xdist contention (was 22s; ~7.10s serial avg)
@pytest.mark.parametrize("request_plane", ["nats", "tcp"], indirect=True)
@pytest.mark.parametrize(
    "durable_kv_events", [False], ids=["nondurable"], indirect=True
)  # Use NATS Core (local indexer)
def test_kv_router_bindings(
    request,
    runtime_services_dynamic_ports,
    predownload_tokenizers,
    request_plane,
    durable_kv_events,
):
    """Test KvRouter Python bindings with mocker engines."""
    logger.info("Starting KvRouter bindings test")
    # Use local indexer (NATS Core mode)
    mocker_args = {
        "speedup_ratio": SPEEDUP_RATIO,
        "block_size": BLOCK_SIZE,
        "durable_kv_events": durable_kv_events,
    }

    with MockerProcess(
        request,
        mocker_args=mocker_args,
        num_mockers=NUM_MOCKERS,
        request_plane=request_plane,
    ) as mockers:
        # Start mocker instances
        logger.info(f"Starting {NUM_MOCKERS} mocker instances")
        logger.info(f"All mockers using endpoint: {mockers.endpoint}")

        # Get runtime and create endpoint
        runtime = get_runtime(request_plane=request_plane)
        endpoint = runtime.endpoint(
            f"{mockers.namespace}.{mockers.component_name}.generate"
        )

        # Run Python router bindings test
        _test_python_router_bindings(
            engine_workers=mockers,
            endpoint=endpoint,
            block_size=BLOCK_SIZE,
            model_name=MODEL_NAME,
            num_workers=NUM_MOCKERS,
        )


@pytest.mark.parametrize(
    "store_backend,durable_kv_events,request_plane",
    [
        ("etcd", True, "nats"),  # JetStream mode - uses JetStream
        ("etcd", False, "tcp"),  # NATS core mode (with gap detection) - no JetStream
        ("file", True, "nats"),  # File backend - uses JetStream
    ],
    ids=[
        "jetstream",
        "nats_core",
        "file",
    ],
    indirect=["request_plane", "durable_kv_events"],
)
@pytest.mark.timeout(300)
def test_indexers_sync(
    request,
    runtime_services_dynamic_ports,
    predownload_tokenizers,
    file_storage_backend,
    store_backend,
    durable_kv_events,
    request_plane,
):
    """
    Test that two KV routers have synchronized indexer states after processing requests.
    This test verifies that both routers converge to the same internal state.

    Tests with three configurations:
    - jetstream: etcd backend, JetStream for KV events, NATS request plane
    - nats_core: etcd backend, NATS Core with gap detection, TCP request plane
    - file: file backend, JetStream for KV events, NATS request plane
    """
    logger.info(
        f"Starting indexers sync test: store_backend={store_backend}, "
        f"durable_kv_events={durable_kv_events}, request_plane={request_plane}"
    )

    # Use the dynamic-port fixture to avoid hardcoded localhost:4222/2379 in parallel runs.
    nats_process, _etcd_process = runtime_services_dynamic_ports

    # Create mocker args dictionary
    # Use 2 DP ranks to test per-dp_rank event ID tracking and recovery
    mocker_args = {
        "speedup_ratio": SPEEDUP_RATIO,
        "block_size": BLOCK_SIZE,
        "durable_kv_events": durable_kv_events,
        "dp_size": 2,
    }

    with MockerProcess(
        request,
        mocker_args=mocker_args,
        num_mockers=NUM_MOCKERS,
        store_backend=store_backend,
        request_plane=request_plane,
        zmq_kv_events=True,
        zmq_replay=True,
        standalone_indexer=True,
        model_name=MODEL_NAME,
    ) as mockers:
        # Start mocker instances (2 workers x 2 DP ranks = 4 independent event streams)
        logger.info(f"Starting {NUM_MOCKERS} mocker instances with dp_size=2")
        logger.info(f"All mockers using endpoint: {mockers.endpoint}")

        # Use the common test implementation (creates its own runtimes for each router)
        # Note: Consumer verification is done inside _test_router_indexers_sync while routers are alive
        # When using durable_kv_events=True, use JetStream mode for the router
        _test_router_indexers_sync(
            engine_workers=mockers,
            block_size=BLOCK_SIZE,
            model_name=MODEL_NAME,
            num_workers=NUM_MOCKERS,
            store_backend=store_backend,
            request_plane=request_plane,
            test_nats_interruption=not durable_kv_events,
            nats_server=nats_process if not durable_kv_events else None,
            durable_kv_events=durable_kv_events,
            standalone_indexer_url=mockers.standalone_indexer_url,
            standalone_indexer_b_url=mockers.standalone_indexer_b_url,
            test_zmq_replay=True,
        )

        logger.info("Indexers sync test completed successfully")


@pytest.mark.timeout(120)  # bumped for xdist contention (was 42s; ~13.80s serial avg)
@pytest.mark.parametrize(
    "durable_kv_events", [False], ids=["nondurable"], indirect=True
)  # Use NATS Core (local indexer)
def test_query_instance_id_returns_worker_and_tokens(
    request, runtime_services_dynamic_ports, predownload_tokenizers, durable_kv_events
):
    """Test query_instance_id annotation with mocker engines."""
    logger.info("Starting KV router query_instance_id annotation test")
    # Use local indexer (NATS Core mode)
    mocker_args = {
        "speedup_ratio": SPEEDUP_RATIO,
        "block_size": BLOCK_SIZE,
        "durable_kv_events": durable_kv_events,
    }

    with MockerProcess(
        request, mocker_args=mocker_args, num_mockers=NUM_MOCKERS
    ) as mockers:
        # Start mocker instances
        logger.info(f"Starting {NUM_MOCKERS} mocker instances")
        logger.info(f"All mockers using endpoint: {mockers.endpoint}")

        # Get unique port for this test
        frontend_port = get_unique_ports(request, num_ports=1)[0]

        # Run query_instance_id annotation test
        _test_router_query_instance_id(
            engine_workers=mockers,
            block_size=BLOCK_SIZE,
            request=request,
            frontend_port=frontend_port,
            test_payload=TEST_PAYLOAD,
        )


@pytest.mark.timeout(300)  # bumped for xdist contention (was 29s; ~9.55s serial avg)
@pytest.mark.parametrize("request_plane", ["tcp"], indirect=True)
@pytest.mark.parametrize(
    "durable_kv_events,use_kv_events,zmq_kv_events,use_remote_indexer",
    [
        (True, True, False, False),  # JetStream mode with KV events
        (False, True, False, False),  # NATS Core mode with local indexer (default)
        (False, True, False, True),  # NATS Core mode with a served remote indexer
        (False, False, False, False),  # Approximate mode (--no-kv-events)
        (
            False,
            False,
            False,
            True,
        ),  # Approximate mode with a singleton served remote indexer
        (False, True, True, False),  # ZMQ mode: mocker → ZMQ PUB → relay → NATS
    ],
    ids=[
        "jetstream",
        "nats_core",
        "nats_core_remote",
        "no_kv_events",
        "no_kv_events_remote",
        "zmq",
    ],
    indirect=["durable_kv_events"],
)
def test_router_decisions(
    request,
    runtime_services_dynamic_ports,
    predownload_tokenizers,
    durable_kv_events,
    use_kv_events,
    request_plane,
    zmq_kv_events,
    use_remote_indexer,
):
    """Validate KV cache prefix reuse and dp_rank routing by sending progressive requests with overlapping prefixes.

    Parameterized to test:
    - JetStream mode: KV events via NATS JetStream (durable)
    - NATS Core mode (default): KV events via NATS Core with local indexer on workers
    - NATS Core mode with a served remote indexer
    - Approximate mode (--no-kv-events): No KV events, router predicts cache state
      based on routing decisions with TTL-based expiration and pruning
    - Approximate mode with a singleton served remote indexer
    """
    # runtime_services_dynamic_ports handles NATS and etcd startup
    logger.info(
        "Starting test router decisions: durable_kv_events=%s, use_kv_events=%s, use_remote_indexer=%s",
        durable_kv_events,
        use_kv_events,
        use_remote_indexer,
    )

    # Create mocker args dictionary with dp_size=4
    # durable_kv_events=True enables JetStream mode; False (default) uses NATS Core with local indexer
    mocker_args = {
        "speedup_ratio": SPEEDUP_RATIO,
        "block_size": 8,
        "dp_size": 4,
        "durable_kv_events": durable_kv_events and use_kv_events,
    }

    with MockerProcess(
        request,
        mocker_args=mocker_args,
        num_mockers=2,
        request_plane=request_plane,
        zmq_kv_events=zmq_kv_events,
        standalone_indexer=zmq_kv_events,
        model_name=MODEL_NAME,
    ) as mockers:
        logger.info(f"All mockers using endpoint: {mockers.endpoint}")

        if use_remote_indexer:
            _test_remote_indexer_decisions(
                mockers,
                MODEL_NAME,
                block_size=8,
                use_kv_events=use_kv_events,
                test_dp_rank=True,
                request_plane=request_plane,
            )
            return

        runtime = get_runtime(request_plane=request_plane)
        endpoint = runtime.endpoint(f"{mockers.namespace}.mocker.generate")

        _test_router_decisions(
            mockers,
            endpoint,
            MODEL_NAME,
            request,
            test_dp_rank=True,
            use_kv_events=use_kv_events,
            durable_kv_events=durable_kv_events,
            standalone_indexer_url=mockers.standalone_indexer_url,
        )


@pytest.mark.timeout(300)
@pytest.mark.parametrize("request_plane", ["tcp"], indirect=True)
def test_router_decisions_router_aic(
    request,
    runtime_services_dynamic_ports,
    predownload_tokenizers,
    request_plane,
):
    """Validate agg KV-router decisions with router-side AIC enabled on the NATS Core path."""
    logger.info("Starting agg router decisions test with router-side AIC enabled")

    router_aic_config = _require_router_aic()
    mocker_args = {
        "speedup_ratio": SPEEDUP_RATIO,
        "block_size": 8,
        "dp_size": 4,
        "durable_kv_events": False,
    }

    with MockerProcess(
        request,
        mocker_args=mocker_args,
        num_mockers=2,
        request_plane=request_plane,
        model_name=MODEL_NAME,
    ) as mockers:
        runtime = get_runtime(request_plane=request_plane)
        endpoint = runtime.endpoint(f"{mockers.namespace}.mocker.generate")

        _test_router_decisions(
            mockers,
            endpoint,
            MODEL_NAME,
            request,
            test_dp_rank=True,
            use_kv_events=True,
            durable_kv_events=False,
            router_aic_config=router_aic_config,
        )


@pytest.mark.parametrize("registration_order", ["prefill_first", "decode_first"])
@pytest.mark.parametrize(
    "enable_disagg_bootstrap", [False, True], ids=["no_bootstrap", "with_bootstrap"]
)
@pytest.mark.timeout(180)  # bumped for xdist contention (was 59s; ~19.51s serial avg)
def test_router_decisions_disagg(
    request,
    runtime_services_dynamic_ports,
    predownload_tokenizers,
    registration_order,
    enable_disagg_bootstrap,
):
    """Validate KV cache prefix reuse in disaggregated prefill-decode setup.

    Tests that progressive requests with overlapping prefixes are routed to the
    same prefill worker due to KV cache reuse.

    Parameterized to test:
    - registration_order: prefill_first vs decode_first
    - enable_disagg_bootstrap: without vs with bootstrap rendezvous
    """
    # runtime_services_dynamic_ports handles NATS and etcd startup
    logger.info(
        f"Starting disaggregated router prefix reuse test "
        f"(registration_order={registration_order}, bootstrap={enable_disagg_bootstrap})"
    )

    # Generate shared namespace for prefill and decode workers
    namespace_suffix = generate_random_suffix()
    shared_namespace = f"test-namespace-{namespace_suffix}"

    # Create mocker args - use NATS Core with local indexer (default mode)
    mocker_args = {
        "speedup_ratio": SPEEDUP_RATIO,
        "block_size": BLOCK_SIZE,
        # durable_kv_events defaults to False (NATS Core mode)
    }

    with _launch_disagg_workers(
        request,
        shared_namespace,
        registration_order,
        prefill_mocker_args=mocker_args,
        decode_mocker_args=mocker_args,
        num_prefill_mockers=4,
        num_decode_mockers=4,
        enable_disagg_bootstrap=enable_disagg_bootstrap,
    ) as (prefill_workers, decode_workers):
        frontend_port = get_unique_ports(
            request, num_ports=1, registration_order=registration_order
        )[0]
        _test_router_decisions_disagg(
            prefill_workers=prefill_workers,
            decode_workers=decode_workers,
            block_size=BLOCK_SIZE,
            request=request,
            frontend_port=frontend_port,
            test_payload=TEST_PAYLOAD,
            request_plane="nats",
            enable_bootstrap=enable_disagg_bootstrap,
        )


@pytest.mark.parametrize("registration_order", ["prefill_first", "decode_first"])
@pytest.mark.parametrize(
    "enable_disagg_bootstrap", [False, True], ids=["no_bootstrap", "with_bootstrap"]
)
@pytest.mark.timeout(180)
def test_router_decisions_disagg_round_robin_prefill_dp_rank(
    request,
    runtime_services_dynamic_ports,
    predownload_tokenizers,
    registration_order,
    enable_disagg_bootstrap,
):
    """Verify round-robin disagg prefill requests spread KV stores across DP ranks."""
    logger.info(
        "Starting disaggregated round-robin prefill dp-rank test "
        "(registration_order=%s, bootstrap=%s)",
        registration_order,
        enable_disagg_bootstrap,
    )

    namespace_suffix = generate_random_suffix()
    shared_namespace = f"test-namespace-{namespace_suffix}"
    prefill_mocker_args = {
        "speedup_ratio": SPEEDUP_RATIO,
        "block_size": BLOCK_SIZE,
        "dp_size": 4,
    }
    decode_mocker_args = {
        "speedup_ratio": SPEEDUP_RATIO,
        "block_size": BLOCK_SIZE,
    }

    def run_case(prefill_workers, decode_workers):
        frontend_port = get_unique_ports(
            request, num_ports=1, registration_order=registration_order
        )[0]
        _test_router_decisions_disagg_round_robin_prefill_dp_rank(
            prefill_workers=prefill_workers,
            decode_workers=decode_workers,
            block_size=BLOCK_SIZE,
            request=request,
            frontend_port=frontend_port,
            test_payload=TEST_PAYLOAD,
            expected_prefill_dp_ranks=prefill_mocker_args["dp_size"],
            request_plane="nats",
        )

    with _launch_disagg_workers(
        request,
        shared_namespace,
        registration_order,
        prefill_mocker_args=prefill_mocker_args,
        decode_mocker_args=decode_mocker_args,
        num_prefill_mockers=1,
        num_decode_mockers=1,
        enable_disagg_bootstrap=enable_disagg_bootstrap,
    ) as (prefill_workers, decode_workers):
        run_case(prefill_workers, decode_workers)


@pytest.mark.timeout(180)
def test_router_decisions_disagg_router_aic(
    request,
    runtime_services_dynamic_ports,
    predownload_tokenizers,
):
    """Validate disagg KV-router decisions with router-side AIC enabled on the default startup path."""
    logger.info("Starting disaggregated router prefix reuse test with router-side AIC")

    router_aic_config = _require_router_aic()
    namespace_suffix = generate_random_suffix()
    shared_namespace = f"test-namespace-{namespace_suffix}"
    mocker_args = {
        "speedup_ratio": SPEEDUP_RATIO,
        "block_size": BLOCK_SIZE,
    }

    with DisaggMockerProcess(
        request,
        namespace=shared_namespace,
        worker_type="prefill",
        mocker_args=mocker_args,
        num_mockers=4,
        request_plane="nats",
        enable_bootstrap=False,
    ) as prefill_workers:
        logger.info(f"Prefill workers using endpoint: {prefill_workers.endpoint}")

        with DisaggMockerProcess(
            request,
            namespace=shared_namespace,
            worker_type="decode",
            mocker_args=mocker_args,
            num_mockers=4,
            request_plane="nats",
        ) as decode_workers:
            logger.info(f"Decode workers using endpoint: {decode_workers.endpoint}")

            frontend_port = get_unique_ports(
                request, num_ports=1, registration_order="prefill_first"
            )[0]

            _test_router_decisions_disagg(
                prefill_workers=prefill_workers,
                decode_workers=decode_workers,
                block_size=BLOCK_SIZE,
                request=request,
                frontend_port=frontend_port,
                test_payload=TEST_PAYLOAD,
                request_plane="nats",
                router_aic_config=router_aic_config,
            )


@pytest.mark.parametrize("request_plane", ["nats", "tcp"], indirect=True)
@pytest.mark.parametrize(
    "durable_kv_events", [False], ids=["nondurable"], indirect=True
)  # Use NATS Core (local indexer)
@pytest.mark.timeout(120)  # bumped for xdist contention (was 39s; ~12.84s serial avg)
def test_busy_threshold_endpoint(
    request,
    runtime_services_dynamic_ports,
    predownload_tokenizers,
    request_plane,
    durable_kv_events,
):
    """Test that the /busy_threshold endpoint can be hit and responds correctly.

    TODO: This doesn't actually test any e2e rejection for now. A proper test would:
    1. Set a very low threshold
    2. Send enough requests to exceed the threshold
    3. Verify that subsequent requests are rejected with 503

    For now, this test only verifies the endpoint is accessible and returns valid responses.
    """
    # runtime_services_dynamic_ports handles NATS and etcd startup
    logger.info(
        f"Starting busy_threshold endpoint test with request_plane={request_plane}"
    )

    # Use local indexer (NATS Core mode)
    mocker_args = {
        "speedup_ratio": SPEEDUP_RATIO,
        "block_size": BLOCK_SIZE,
        "durable_kv_events": durable_kv_events,
    }

    with MockerProcess(
        request,
        mocker_args=mocker_args,
        num_mockers=NUM_MOCKERS,
        request_plane=request_plane,
    ) as mockers:
        logger.info(f"Starting {NUM_MOCKERS} mocker instances")
        logger.info(f"All mockers using endpoint: {mockers.endpoint}")

        frontend_port = get_unique_ports(
            request, num_ports=1, request_plane=request_plane
        )[0]

        _test_busy_threshold_endpoint(
            engine_workers=mockers,
            block_size=BLOCK_SIZE,
            request=request,
            frontend_port=frontend_port,
            test_payload=TEST_PAYLOAD,
            request_plane=request_plane,
        )


@pytest.mark.timeout(180)
def test_disagg_direct_mode_epp_headers(
    request,
    runtime_services_dynamic_ports,
    predownload_tokenizers,
):
    """E2E: disaggregated serving with Direct routing mode (simulating GAIE EPP).

    This test verifies the EPP-driven routing path used in the GAIE deploy recipe:
      - Frontend runs with --router-mode direct (no autonomous worker selection)
      - Worker IDs are supplied via x-worker-instance-id / x-prefill-instance-id headers

    Validates:
      1. Requests with explicit headers succeed and report correct worker IDs
      2. Requests without headers are rejected (Direct mode enforces header routing)
    """
    logger.info("Starting disaggregated Direct-mode EPP headers E2E test")

    namespace_suffix = generate_random_suffix()
    shared_namespace = f"test-namespace-{namespace_suffix}"

    mocker_args = {
        "speedup_ratio": SPEEDUP_RATIO,
        "block_size": BLOCK_SIZE,
    }

    with DisaggMockerProcess(
        request,
        namespace=shared_namespace,
        worker_type="prefill",
        mocker_args=mocker_args,
        num_mockers=2,
        request_plane="nats",
    ) as prefill_workers:
        logger.info(f"Prefill workers using endpoint: {prefill_workers.endpoint}")

        with DisaggMockerProcess(
            request,
            namespace=shared_namespace,
            worker_type="decode",
            mocker_args=mocker_args,
            num_mockers=2,
            request_plane="nats",
        ) as decode_workers:
            logger.info(f"Decode workers using endpoint: {decode_workers.endpoint}")

            frontend_port = get_unique_ports(request, num_ports=1)[0]

            _test_disagg_direct_mode(
                prefill_workers=prefill_workers,
                decode_workers=decode_workers,
                request=request,
                frontend_port=frontend_port,
                test_payload=TEST_PAYLOAD,
                request_plane="nats",
            )
