use std::collections::{BTreeMap, BTreeSet};
use std::fmt::Debug;
use std::ops::Deref;
use std::time::Duration;

use bytes::Bytes;
use enum_as_inner::EnumAsInner;
use thiserror_ext::AsReport;
use tokio::sync::mpsc;
use tokio::time::timeout;
use tracing::{debug, error, info, trace, warn};
use zeromq::prelude::{Socket, SocketRecv, SocketSend};
use zeromq::util::PeerIdentity;
use zeromq::{PullSocket, RouterSendHalf, RouterSocket, ZmqError, ZmqMessage};

use crate::coordinator::CoordinatorBootstrap;
use crate::error::{Error, Result, bail_unexpected_handshake_message};
use crate::protocol::handshake::{
    EngineCoreReadyResponse, HandshakeAddresses, HandshakeInitMessage, ReadyMessage,
};
use crate::protocol::{
    EngineCoreOutputs, decode_engine_core_outputs, decode_msgpack, encode_msgpack,
};

/// Dedicated single-frame sentinel emitted by Python `EngineCoreProc` when the
/// engine dies.
pub const ENGINE_CORE_DEAD_SENTINEL: &[u8] = b"ENGINE_CORE_DEAD";

/// Opaque routing identity of one engine on the frontend transport.
#[derive(Clone, PartialEq, Eq, PartialOrd, Ord, Hash)]
pub struct EngineId(Bytes);

impl Debug for EngineId {
    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
        // Display the engine id as a hex string for easier debugging.
        write!(f, "EngineId({})", hex::encode(&self.0))
    }
}

impl EngineId {
    /// Convert the engine id into a ZMQ frame for sending.
    pub fn to_frame(&self) -> Bytes {
        self.0.clone()
    }

    /// Convert the engine id into a ZMQ frame for sending.
    pub fn into_frame(self) -> Bytes {
        self.0
    }

    /// Parse the Python-compatible engine index encoded in the routing
    /// identity.
    ///
    /// Python `EngineCoreProc` currently uses a two-byte little-endian engine
    /// index as its ROUTER/DEALER identity. Coordinator control messages
    /// such as `START_DP_WAVE(exclude_engine_index)` need that engine-side
    /// index rather than any frontend-local ordering.
    pub fn engine_index(&self) -> Option<u32> {
        if self.len() != 2 {
            return None;
        }
        Some(u16::from_le_bytes([self[0], self[1]]) as u32)
    }

    /// Construct an engine id from the Python-compatible engine index encoding
    /// (two-byte little-endian).
    pub fn from_engine_index(value: u32) -> Self {
        Self(Bytes::copy_from_slice(&(value as u16).to_le_bytes()))
    }
}

impl Deref for EngineId {
    type Target = [u8];

    fn deref(&self) -> &Self::Target {
        self.0.as_ref()
    }
}

impl From<Vec<u8>> for EngineId {
    fn from(value: Vec<u8>) -> Self {
        Self(Bytes::from(value))
    }
}

impl<const N: usize> From<&[u8; N]> for EngineId {
    fn from(value: &[u8; N]) -> Self {
        Self(Bytes::copy_from_slice(value))
    }
}

impl TryFrom<EngineId> for PeerIdentity {
    type Error = ZmqError;

    fn try_from(value: EngineId) -> std::result::Result<Self, Self::Error> {
        PeerIdentity::try_from(value.into_frame())
    }
}

/// Per-engine handshake result collected while bootstrapping one shared
/// transport.
#[derive(Clone, Debug)]
pub struct ConnectedEngine {
    /// The identity of the connected engine.
    pub engine_id: EngineId,
    /// Post-initialization configuration received from the engine on the input
    /// socket registration message.
    pub ready_response: EngineCoreReadyResponse,
}

/// Represents the connected shared transport plus all registered engines after
/// a successful multi-engine startup handshake.
pub struct ConnectedTransport {
    /// The local address of the shared input socket that all engines connect to
    /// for receiving requests.
    pub input_address: String,
    /// The local address of the shared output socket that all engines connect
    /// to for sending responses.
    pub output_address: String,
    /// All engines connected through the startup handshake.
    pub engines: Vec<ConnectedEngine>,
    /// Optional engine-facing coordinator transport used for in-process wave
    /// coordination.
    pub coordinator: Option<CoordinatorBootstrap>,

    /// The sending half of the shared input socket.
    pub input_send: RouterSendHalf,
    /// The shared output socket for receiving responses from all engines.
    pub output_socket: PullSocket,
}

#[derive(Clone, Debug, EnumAsInner)]
enum EngineStartupState {
    HelloReceived,
    ReadyReceived,
}

/// Connect to one or more engines through the startup handshake protocol,
/// returning the shared data-plane transport plus the registered engines.
pub async fn connect_handshake(
    handshake_address: &str,
    engine_count: usize,
    local_host: &str,
    local_input_address: Option<&str>,
    local_output_address: Option<&str>,
    enable_inproc_coordinator: bool,
    ready_timeout: Duration,
) -> Result<ConnectedTransport> {
    if engine_count == 0 {
        bail_unexpected_handshake_message!("expected engine_count >= 1");
    }

    info!(
        engine_count,
        handshake_address, "waiting for engines to connect"
    );

    // 1. Bind shared local input/output sockets first so every engine receives the same data-plane
    //    addresses during handshake.
    debug!(
        local_host,
        ?ready_timeout,
        engine_count,
        "binding shared transport sockets"
    );
    let (input_address, mut input_socket, output_address, output_socket) =
        bind_local_sockets(local_host, local_input_address, local_output_address).await?;
    info!(%input_address, %output_address, "bound local transport sockets");

    let mut coordinator = if enable_inproc_coordinator {
        Some(CoordinatorBootstrap::bind(local_host).await?)
    } else {
        None
    };

    // 2. Bind the shared handshake socket once. All engines connect to this socket with their own
    //    identities, and startup order does not matter.
    let mut handshake_socket = RouterSocket::new();
    handshake_socket.bind(handshake_address).await?;

    let mut engines = BTreeMap::new();

    // 3. Receive HELLO from every engine and send a matching INIT. When coordinator mode is
    //    enabled, the engines will not emit READY until the coordinator barrier below completes.
    while engines.len() < engine_count {
        debug!(
            handshake_address,
            connected = engines.len(),
            waiting_for = engine_count,
            "waiting for engine HELLO"
        );
        let message = timeout(ready_timeout, handshake_socket.recv()).await.map_err(|_| {
            Error::HandshakeTimeout {
                stage: "HELLO",
                timeout: ready_timeout,
            }
        })??;
        let (engine_id, handshake_message) = decode_handshake_message(message, None)?;
        match handshake_message.status.as_deref() {
            Some("HELLO") => {
                if engines.contains_key(&engine_id) {
                    bail_unexpected_handshake_message!(
                        "duplicate engine id {engine_id:?} observed during startup handshake"
                    );
                }
                debug!(handshake_address, ?engine_id, "received HELLO from engine");

                send_init_message(
                    &mut handshake_socket,
                    &engine_id,
                    &input_address,
                    &output_address,
                    coordinator.as_ref(),
                )
                .await?;
                debug!(handshake_address, ?engine_id, "sent INIT to engine");

                engines.insert(engine_id.clone(), EngineStartupState::HelloReceived);
            }
            Some("READY") => {
                if coordinator.is_some() {
                    bail_unexpected_handshake_message!(
                        "received READY for engine id {engine_id:?} before coordinator startup gate completed"
                    );
                }
                let state = match engines.get_mut(&engine_id) {
                    Some(state) if !state.is_ready_received() => state,
                    _ => {
                        bail_unexpected_handshake_message!(
                            "received READY for unexpected or duplicate engine id {engine_id:?}"
                        );
                    }
                };
                debug!(
                    handshake_address,
                    ?engine_id,
                    ?handshake_message,
                    "received overlapping READY from engine during HELLO phase"
                );
                *state = EngineStartupState::ReadyReceived;
            }
            other => {
                bail_unexpected_handshake_message!("unexpected handshake status {other:?}");
            }
        }
    }

    // 4. Optional coordinator startup gate. Without coordinator there is nothing to do.
    if let Some(coordinator) = coordinator.as_mut() {
        coordinator.wait_for_startup_gate(engine_count, ready_timeout).await?;
    }

    // 5. After the optional gate has opened, every engine may now send READY.
    while engines.values().any(|state| !state.is_ready_received()) {
        debug!(
            handshake_address,
            connected = engines.len(),
            ready = engines.values().filter(|state| state.is_ready_received()).count(),
            waiting_for = engine_count,
            "waiting for engine READY"
        );
        let message = timeout(ready_timeout, handshake_socket.recv()).await.map_err(|_| {
            Error::HandshakeTimeout {
                stage: "READY",
                timeout: ready_timeout,
            }
        })??;
        let (engine_id, handshake_message) = decode_handshake_message(message, None)?;
        match handshake_message.status.as_deref() {
            Some("READY") => {
                let state = match engines.get_mut(&engine_id) {
                    Some(state) if !state.is_ready_received() => state,
                    _ => {
                        bail_unexpected_handshake_message!(
                            "received READY for unexpected or duplicate engine id {engine_id:?}"
                        );
                    }
                };
                debug!(
                    handshake_address,
                    ?engine_id,
                    ?handshake_message,
                    "received READY from engine"
                );
                *state = EngineStartupState::ReadyReceived;
            }
            Some("HELLO") => {
                bail_unexpected_handshake_message!(
                    "received duplicate HELLO for engine id {engine_id:?} after INIT phase completed"
                );
            }
            other => {
                bail_unexpected_handshake_message!("unexpected handshake status {other:?}");
            }
        }
    }

    // 6. Wait for every engine to connect to the shared input socket and register itself.
    let engines =
        wait_for_input_registrations(&mut input_socket, engines.into_keys(), ready_timeout).await?;
    debug!(
        engine_count = engines.len(),
        "all engines registered on shared input socket"
    );

    info!(engine_count = engines.len(), "engines connected");

    let (input_send, _) = input_socket.split();

    Ok(ConnectedTransport {
        input_address,
        output_address,
        input_send,
        output_socket,
        engines,
        coordinator,
    })
}

/// Bind to Python-supplied frontend transport addresses and wait for
/// already-initialized engines to register themselves on the input socket.
///
/// This path mirrors Python's externally managed `AsyncMPClient` bootstrap
/// model: the addresses are already fixed by the supervisor, and engine
/// identities are synthesized from contiguous rank order instead of being
/// discovered through a Rust-owned handshake.
pub async fn connect_bootstrapped(
    input_address: &str,
    output_address: &str,
    engine_start_index: u32,
    engine_count: usize,
    ready_timeout: Duration,
) -> Result<ConnectedTransport> {
    if engine_count == 0 {
        bail_unexpected_handshake_message!("expected engine_count >= 1");
    }

    let mut input_socket = RouterSocket::new();
    let input_address = input_socket.bind(input_address).await?.to_string();

    let mut output_socket = PullSocket::new();
    let output_address = output_socket.bind(output_address).await?.to_string();

    let engines = wait_for_input_registrations(
        &mut input_socket,
        (0..engine_count)
            .map(|offset| EngineId::from_engine_index(engine_start_index + offset as u32)),
        ready_timeout,
    )
    .await?;
    info!(
        engine_count = engines.len(),
        "bootstrapped engines connected"
    );

    let (input_send, _) = input_socket.split();

    Ok(ConnectedTransport {
        input_address,
        output_address,
        engines,
        coordinator: None,
        input_send,
        output_socket,
    })
}

/// Bind new input and output sockets.
async fn bind_local_sockets(
    local_host: &str,
    local_input_address: Option<&str>,
    local_output_address: Option<&str>,
) -> Result<(String, RouterSocket, String, PullSocket)> {
    let mut input_socket = RouterSocket::new();
    let input_bind_address = local_input_address
        .map(str::to_owned)
        .unwrap_or_else(|| format!("tcp://{local_host}:0"));
    let input_address = input_socket.bind(&input_bind_address).await?.to_string();

    let mut output_socket = PullSocket::new();
    let output_bind_address = local_output_address
        .map(str::to_owned)
        .unwrap_or_else(|| format!("tcp://{local_host}:0"));
    let output_address = output_socket.bind(&output_bind_address).await?.to_string();

    Ok((input_address, input_socket, output_address, output_socket))
}

/// Decode a handshake message and validate its structure and identity.
fn decode_handshake_message(
    message: ZmqMessage,
    expected_id: Option<&EngineId>,
) -> Result<(EngineId, ReadyMessage)> {
    if message.len() != 2 {
        bail_unexpected_handshake_message!("expected 2 frames, got {}", message.len());
    }

    let frames = message.into_vec();
    let actual_id = EngineId(frames[0].clone());
    if let Some(expected_id) = expected_id
        && actual_id != *expected_id
    {
        return Err(Error::UnexpectedHandshakeIdentity {
            expected: expected_id.to_vec(),
            actual: actual_id.to_vec(),
        });
    }

    let handshake_message: ReadyMessage = decode_msgpack(&frames[1])?;
    Ok((actual_id, handshake_message))
}

/// Send an INIT message to the engine with the local socket addresses for the
/// engine to connect to, using the handshake socket.
async fn send_init_message(
    handshake_socket: &mut RouterSocket,
    engine_id: &EngineId,
    input_address: &str,
    output_address: &str,
    coordinator: Option<&CoordinatorBootstrap>,
) -> Result<()> {
    let init_message = HandshakeInitMessage {
        addresses: HandshakeAddresses {
            inputs: vec![input_address.to_string()],
            outputs: vec![output_address.to_string()],
            coordinator_input: coordinator.map(|c| c.input_address.clone()),
            coordinator_output: coordinator.map(|c| c.output_address.clone()),
            frontend_stats_publish_address: None,
        },
        parallel_config: Default::default(),
    };
    let payload = encode_msgpack(&init_message)?;
    let message = ZmqMessage::try_from(vec![engine_id.to_frame(), Bytes::from(payload)])
        .expect("handshake router messages must contain identity and payload");
    handshake_socket.send(message).await?;
    Ok(())
}

/// Receive the input registration message from each engine and validate its
/// identity.
///
/// Each registration contains 2 frames: `[identity, ready-payload]`.
///
/// Since vLLM commit `c8d98f81f676552c263f35bbde55e6edbe81b4e8` ("[Core]
/// Simplify API server handshake"), the payload is a msgpack-encoded
/// [`EngineCoreReadyResponse`] carrying post-initialization values such as
/// `max_model_len`.
async fn wait_for_input_registrations(
    input_socket: &mut RouterSocket,
    expected_engines: impl IntoIterator<Item = EngineId>,
    ready_timeout: Duration,
) -> Result<Vec<ConnectedEngine>> {
    let expected_engines = expected_engines.into_iter().collect::<Vec<_>>();
    let mut pending = expected_engines.iter().cloned().collect::<BTreeSet<_>>();
    let mut ready_responses = BTreeMap::new();

    while !pending.is_empty() {
        let registration = timeout(ready_timeout, input_socket.recv()).await.map_err(|_| {
            Error::InputRegistrationTimeout {
                timeout: ready_timeout,
            }
        })??;

        if registration.len() != 2 {
            bail_unexpected_handshake_message!(
                "expected 2 frames for engine input registration, got {}",
                registration.len()
            );
        }

        let frames = registration.into_vec();
        let actual_id = EngineId(frames[0].clone());
        if !pending.remove(&actual_id) {
            bail_unexpected_handshake_message!(
                "received input registration for unexpected engine id {actual_id:?}"
            );
        }

        if frames[1].is_empty() {
            bail_unexpected_handshake_message!(
                "expected msgpack EngineCoreReadyResponse for engine input registration, got empty payload from engine id {actual_id:?}"
            );
        }

        let ready_response: EngineCoreReadyResponse = decode_msgpack(&frames[1])?;
        debug!(
            ?actual_id,
            ?ready_response,
            "received input registration from engine"
        );
        ready_responses.insert(actual_id, ready_response);
    }

    Ok(expected_engines
        .into_iter()
        .map(|engine_id| {
            let ready_response = ready_responses
                .remove(&engine_id)
                .expect("every expected engine id has a decoded ready response");
            ConnectedEngine {
                engine_id,
                ready_response,
            }
        })
        .collect())
}

/// Send an encoded message to the engine through the input socket.
pub async fn send_message(
    input_send: &mut RouterSendHalf,
    engine_id: &EngineId,
    request_type: Bytes,
    payload: Vec<u8>,
) -> Result<()> {
    let message = ZmqMessage::try_from(vec![
        engine_id.to_frame(),
        request_type,
        Bytes::from(payload),
    ])
    .expect("router messages must contain identity and payload");

    trace!(
        ?engine_id,
        frame_count = message.len(),
        "sending ZMQ message"
    );
    input_send.send(message).await?;
    Ok(())
}

/// Run the output loop to receive messages from the engine and send them to the
/// provided channel.
pub async fn run_output_loop(
    mut output_socket: PullSocket,
    tx: mpsc::Sender<Result<EngineCoreOutputs>>,
) {
    loop {
        let message = match output_socket.recv().await {
            Ok(message) => message,
            Err(error) => {
                // If we fail to receive a message from the engine, it's likely that the engine
                // has crashed or become unreachable, so we should notify the
                // client and shut down the output loop.
                error!(error = %error.as_report(), "failed to receive output message");
                let _ = tx.send(Err(Error::Transport(error))).await;
                return;
            }
        };

        let frame_count = message.len();
        trace!(frame_count, "received output message");
        let frames = message.into_vec();
        let frame = frames.first().expect("output message must have at least one frame");
        let frame_len = frame.len();
        if frame.as_ref() == ENGINE_CORE_DEAD_SENTINEL {
            warn!("received ENGINE_CORE_DEAD sentinel from engine");
            let _ = tx.send(Err(Error::EngineCoreDead)).await;
            return;
        }
        let decoded = match decode_engine_core_outputs(&frames) {
            Ok(decoded) => {
                trace!(frame_len, outputs = ?decoded, "decoded output message");
                Ok(decoded)
            }
            Err(error) => {
                // If we fail to decode the message from the engine, notify the client but keep
                // the output loop running to continue processing future
                // messages from the engine.
                warn!(frame_len, error = %error.as_report(), "failed to decode output message");
                Err(error)
            }
        };

        if tx.send(decoded).await.is_err() {
            // If we fail to send the decoded message to the client, it's likely that the
            // client has shut down, so we should shut down the output loop as
            // well.
            warn!("output loop rx dropped, shutting down output loop");
            return;
        }
    }
}

#[cfg(test)]
mod tests {
    use super::bind_local_sockets;

    #[tokio::test]
    async fn bind_local_sockets_resolves_zero_port_bindings() {
        let (input_address, _input_socket, output_address, _output_socket) =
            bind_local_sockets("127.0.0.1", None, None).await.expect("bind local sockets");

        assert!(input_address.starts_with("tcp://127.0.0.1:"));
        assert!(output_address.starts_with("tcp://127.0.0.1:"));
        assert_ne!(input_address, output_address);
    }
}
