from __future__ import annotations

from collections.abc import Generator
from typing import TYPE_CHECKING, Any

import simpy

from kernbench.components.base import PeEngineBase
from kernbench.sim_engine.transaction import Transaction

if TYPE_CHECKING:
    from kernbench.common.pe_commands import PeInternalTxn
    from kernbench.components.context import ComponentContext
    from kernbench.topology.types import Node


class PeDmaComponent(PeEngineBase):
    """PE_DMA: dual-channel DMA engine with READ and WRITE resources.

    Each channel has capacity=1 (ADR-0014 D4):
      - DMA_READ and DMA_WRITE may execute concurrently.
      - Multiple READs cannot overlap; multiple WRITEs cannot overlap.

    Handles two message types:
      - Transaction: external fabric messages (PeDmaMsg probes, M_CPU DMA)
      - PeInternalTxn: PE-internal commands from PE_SCHEDULER
        (DmaReadCmd → HBM read, DmaWriteCmd → HBM write)
    """

    def __init__(self, node: Node, ctx: ComponentContext | None = None) -> None:
        super().__init__(node, ctx)
        self._dma_read: simpy.Resource | None = None
        self._dma_write: simpy.Resource | None = None
        self._mmu = None  # PeMMU instance, set by engine wiring

    def init_resources(self, env: simpy.Environment) -> None:
        self._dma_read = simpy.Resource(env, capacity=1)
        self._dma_write = simpy.Resource(env, capacity=1)

    def run(self, env: simpy.Environment, nbytes: int) -> Generator:
        yield env.timeout(0)

    def handle_command(self, env: simpy.Environment, pe_txn: PeInternalTxn) -> Generator:
        """Handle PE-internal DMA command: resolve PA → HBM path → transfer."""
        from kernbench.common.pe_commands import DmaReadCmd, DmaWriteCmd
        from kernbench.policy.address.phyaddr import PhysAddr
        from kernbench.runtime_api.kernel import PeDmaMsg

        cmd = pe_txn.command
        assert self._dma_read is not None and self._dma_write is not None

        # Determine direction and target address (VA → PA via MMU)
        if isinstance(cmd, DmaReadCmd):
            dma_res = self._dma_read
            raw_addr = cmd.src_addr
            is_write = False
        elif isinstance(cmd, DmaWriteCmd):
            dma_res = self._dma_write
            raw_addr = cmd.dst_addr
            is_write = True
        else:
            pe_txn.done.succeed()
            return

        # Translate VA → PA via MMU (if available), then resolve HBM node
        # If MMU has no mapping for this address (PageFault), treat as PA directly
        # (backward-compatible with PA-only mode)
        if self._mmu is not None:
            from kernbench.policy.address.pe_mmu import PageFault
            try:
                target_pa = self._mmu.translate(raw_addr)
                if self._mmu.overhead_ns > 0:
                    yield env.timeout(self._mmu.overhead_ns)
            except PageFault:
                target_pa = raw_addr
        else:
            target_pa = raw_addr  # fallback: treat as PA directly
        pa = PhysAddr.decode(target_pa)
        dst_node = self.ctx.resolver.resolve(pa)
        path = self.ctx.router.find_path(self._pe_prefix, dst_node)
        drain_ns = self.ctx.compute_drain_ns(path, cmd.nbytes)

        # Acquire DMA channel (command issue serialization)
        with dma_res.request() as req:
            yield req
            # Create sub-Transaction with PeDmaMsg (HbmCtrl handles it directly)
            sub_done = env.event()
            sub_request = PeDmaMsg(
                correlation_id="pe_internal",
                request_id=f"dma_{id(pe_txn)}",
                src_sip=0, src_cube=0, src_pe=0,
                dst_pa=target_pa, nbytes=cmd.nbytes,
                is_write=is_write,
            )
            sub_txn = Transaction(
                request=sub_request, path=path, step=0,
                nbytes=cmd.nbytes, done=sub_done, drain_ns=drain_ns,
            )
            # Send to next hop (path[0] is pe_dma itself, path[1] is router)
            if len(path) > 1:
                yield self.out_ports[path[1]].put(sub_txn.advance())
        # DMA channel released after issue

        # Wait for HBM transfer completion
        yield sub_done
        pe_txn.done.succeed()

    def _worker(self, env: simpy.Environment) -> Generator:
        """Handle TileToken (pipeline), PeInternalTxn (legacy), IpcqDmaToken,
        and Transaction (fabric)."""
        from kernbench.common.ipcq_types import IpcqDmaToken
        from kernbench.common.pe_commands import PeInternalTxn
        from kernbench.components.builtin.pe_types import TileToken

        while True:
            msg: Any = yield self._inbox.get()
            if isinstance(msg, IpcqDmaToken):
                # Outbound: IPCQ token from local PE_IPCQ → forward via fabric
                env.process(self._handle_ipcq_outbound(env, msg))
            elif isinstance(msg, TileToken):
                env.process(self._pipeline_process(env, msg))
            elif isinstance(msg, PeInternalTxn):
                env.process(self._handle_with_hooks(env, msg))
            else:
                # Transaction (or unknown). May carry IpcqDmaToken inbound.
                req = getattr(msg, "request", None)
                if isinstance(req, IpcqDmaToken):
                    env.process(self._handle_ipcq_inbound(env, msg))
                else:
                    env.process(self._forward_txn(env, msg))

    # ── IPCQ outbound (PE_IPCQ → PE_DMA → fabric) ───────────────────

    def _handle_ipcq_outbound(self, env: simpy.Environment, token: Any) -> Generator:
        """Forward IpcqDmaToken from local PE_IPCQ through the fabric to peer
        PE_DMA. ADR-0023 D8 (vc_comm channel)."""
        if self.ctx is None:
            return  # nothing to do
        peer = token.dst_endpoint
        peer_pe_dma = f"sip{peer.sip}.cube{peer.cube}.pe{peer.pe}.pe_dma"

        # Snapshot the source data at send time (D9 in-flight semantics).
        # Without this, the receiver could read stale or future data if the
        # sender mutates src_addr between send issue and DMA arrival.
        store = getattr(self.ctx, "memory_store", None)
        if store is not None and token.data is None:
            try:
                snap = store.read(
                    token.src_space, token.src_addr,
                    shape=token.shape, dtype=token.dtype,
                )
                # Copy so later mutations to src_addr don't affect the snapshot.
                token.data = snap.copy() if hasattr(snap, "copy") else snap
            except Exception:
                token.data = None

        # Note: ipcq_copy is recorded at INBOUND time (in _handle_ipcq_inbound),
        # not here. Outbound time is too early — it precedes fabric propagation,
        # so in Phase 2 a later round's copy can sort before the receiver's
        # math for an earlier round, causing slot data corruption.
        # The secondary sort in DataExecutor (memory ops before math at the
        # same t_start) ensures the inbound copy runs before the local math
        # that reads the slot.

        try:
            path = self.ctx.router.find_path(self._pe_prefix, peer_pe_dma)
        except Exception:
            return
        drain_ns = self.ctx.compute_drain_ns(path, token.nbytes)

        sub_done = env.event()
        sub_txn = Transaction(
            request=token, path=path, step=0,
            nbytes=token.nbytes, done=sub_done, drain_ns=drain_ns,
        )
        if len(path) > 1:
            next_hop = path[1]
            if next_hop in self.out_ports:
                yield self.out_ports[next_hop].put(sub_txn.advance())
            else:
                return
        # Note: don't wait on sub_done here — fire-and-forget for vc_comm.
        # IPCQ slot bookkeeping (peer_head) was already updated by PE_IPCQ;
        # backpressure is via credit return, not via this DMA's completion.

    # ── IPCQ inbound (fabric → PE_DMA → MemoryStore + PE_IPCQ) ──────

    def _handle_ipcq_inbound(self, env: simpy.Environment, txn: Any) -> Generator:
        """At destination PE_DMA: pay terminal drain, then atomically write
        data and forward metadata.

        ADR-0023 D9 (drain at inbound terminal): the Transaction carries
        ``drain_ns = nbytes / bottleneck_bw_on_path`` stamped by the sender
        PE_DMA. Like every other Transaction terminal in the simulator (see
        ``ComponentBase._forward_txn``), this drain must be paid when the
        Transaction reaches its destination. SRC-side ``tl.send`` is
        fire-and-forget — it never yields on ``sub_done`` — so paying the
        drain here does NOT delay the sender. What it DOES delay is the
        IpcqMetaArrival forwarded below: that delay is the only signal
        ``tl.recv`` on DST blocks on, which is exactly the desired
        semantics — "send dispatches and returns; recv waits until the
        bytes have actually landed in its inbox".

        The drain MUST be paid before the atomic block — inserting a yield
        inside would break invariant I6.

        I6 (MUST): no SimPy yield between MemoryStore.write and the
        IpcqMetaArrival put into PE_IPCQ.
        """
        from kernbench.common.ipcq_types import IpcqMetaArrival

        # Pay terminal BW drain before the atomic write/metadata forward.
        # Without this, IPCQ effectively got fabric bandwidth for free at
        # the terminal (only intermediate-hop overhead_ns was charged),
        # making IPCQ lower than raw DMA at large sizes in benchmarks.
        drain = getattr(txn, "drain_ns", 0.0)
        if drain > 0:
            yield env.timeout(drain)

        token = txn.request

        # ── ATOMIC: do not introduce yield between these two operations ──
        # 1. Move data via MemoryStore (single-hop DMA write).
        # Prefer the in-flight snapshot stashed by the sender PE_DMA;
        # fall back to a fresh read of src_addr if no snapshot is present
        # (e.g. control-only token).
        store = getattr(self.ctx, "memory_store", None) if self.ctx else None
        if store is not None:
            try:
                data = token.data
                if data is None:
                    data = store.read(
                        token.src_space, token.src_addr,
                        shape=token.shape, dtype=token.dtype,
                    )
                store.write(token.dst_endpoint.buffer_kind, token.dst_addr, data)
            except Exception:
                pass

        # Record the IPCQ copy at INBOUND time with embedded data snapshot.
        # The snapshot (token.data) was captured by the sender's outbound
        # PE_DMA at send time. Phase 2 writes the snapshot directly to
        # dst — it does NOT re-read from MemoryStore[src_addr], which may
        # have been mutated by a different PE's Phase 2 ops by that point.
        # DataExecutor's secondary sort (memory before math at same
        # t_start) ensures the write completes before the local math
        # that reads the slot.
        if self._op_logger is not None:
            try:
                self._op_logger.record_copy(
                    t_start=float(env.now), t_end=float(env.now),
                    component_id=self.node.id,
                    src_space=token.src_space, src_addr=token.src_addr,
                    dst_space=token.dst_endpoint.buffer_kind,
                    dst_addr=token.dst_addr,
                    shape=token.shape, dtype=token.dtype, nbytes=token.nbytes,
                    snapshot=token.data,
                )
            except Exception:
                pass

        # 2. Forward IpcqMetaArrival to local PE_IPCQ
        ipcq_id = f"{self._pe_prefix}.pe_ipcq"
        if ipcq_id in self.out_ports:
            yield self.out_ports[ipcq_id].put(IpcqMetaArrival(token=token))
        # ─────────────────────────────────────────────────────────────────

        if not txn.done.triggered:
            txn.done.succeed()

    def _pipeline_process(self, env: simpy.Environment, token: Any) -> Generator:
        """Pipeline mode: DMA read/write via fabric, then self-route."""
        self._on_process_start(env, token)
        yield from self._do_pipeline_dma(env, token)
        self._on_process_end(env, token)

        # Self-routing (handle same-component consecutive stages)
        next_stage = token.advance()
        while next_stage is not None and next_stage.component == self.node.id:
            self._on_process_start(env, token)
            yield from self._do_pipeline_dma(env, token)
            self._on_process_end(env, token)
            next_stage = token.advance()

        if next_stage is not None:
            yield self.out_ports[next_stage.component].put(token)
        else:
            token.pipeline_ctx.complete_tile()

    def _do_pipeline_dma(self, env, token):
        """Core DMA logic for pipeline mode."""
        from kernbench.policy.address.phyaddr import PhysAddr
        from kernbench.runtime_api.kernel import PeDmaMsg

        params = token.params
        from kernbench.components.builtin.pe_types import StageType
        is_write = token.current_stage.stage_type == StageType.DMA_WRITE
        addr = params.get("dst_addr" if is_write else "src_addr", 0)
        nbytes = params.get("nbytes", 0)

        if nbytes > 0 and self.ctx:
            dma_res = self._dma_write if is_write else self._dma_read
            assert dma_res is not None

            pa = PhysAddr.decode(addr)
            dst_node = self.ctx.resolver.resolve(pa)
            path = self.ctx.router.find_path(self._pe_prefix, dst_node)
            drain_ns = self.ctx.compute_drain_ns(path, nbytes)

            with dma_res.request() as req:
                yield req
                sub_done = env.event()
                sub_request = PeDmaMsg(
                    correlation_id="pipeline",
                    request_id=f"tile_{token.tile_id}",
                    src_sip=0, src_cube=0, src_pe=0,
                    dst_pa=addr, nbytes=nbytes,
                    is_write=is_write,
                )
                sub_txn = Transaction(
                    request=sub_request, path=path, step=0,
                    nbytes=nbytes, done=sub_done, drain_ns=drain_ns,
                )
                if len(path) > 1:
                    yield self.out_ports[path[1]].put(sub_txn.advance())

            yield sub_done

    def _forward_txn(self, env: simpy.Environment, txn: Any) -> Generator:
        """Handle external Transaction (PeDmaMsg probe, M_CPU DMA) with channel acquisition."""
        # Response transactions bypass DMA channel (no outbound resource needed)
        if getattr(txn, "is_response", False):
            next_hop = txn.next_hop
            if next_hop:
                yield self.out_ports[next_hop].put(txn.advance())
            else:
                txn.done.succeed()
            return

        dma_res = self._select_channel(txn)
        with dma_res.request() as req:
            yield req
            next_hop = txn.next_hop
            if next_hop:
                yield self.out_ports[next_hop].put(txn.advance())
            else:
                drain = getattr(txn, "drain_ns", 0.0)
                if drain > 0:
                    yield env.timeout(drain)
                txn.done.succeed()

    def _select_channel(self, txn: Any) -> simpy.Resource:
        """Select DMA channel based on request type."""
        from kernbench.runtime_api.kernel import MemoryWriteMsg

        assert self._dma_read is not None and self._dma_write is not None
        if isinstance(txn.request, MemoryWriteMsg):
            return self._dma_write
        return self._dma_read