aisimulate-core 0.12.0

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

//! Commands and effects exchanged with one scheduler rank.

use serde::{Deserialize, Serialize};
use uuid::Uuid;

use super::{HandoffId, HandoffTransferTiming};

/// Runtime-neutral request accepted by the rank engine.
#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
pub struct Request {
    /// Stable request identity allocated by the caller.
    pub request_id: Uuid,
    /// Prompt token IDs.
    pub tokens: Vec<u32>,
    /// Requested output length.
    pub max_output_tokens: usize,
    /// Optional exact output IDs. Its length overrides `max_output_tokens`.
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub output_token_ids: Option<Vec<u32>>,
}

/// Commands supported by the standalone scheduler.
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum Command {
    /// Submit one request.
    Submit(Request),
    /// Submit a request whose completed prefill KV must remain source-held.
    SubmitHandoffPrefill {
        handoff_id: HandoffId,
        request: Request,
    },
    /// Accept a decode request and reserve its destination KV footprint.
    ReserveDestination {
        handoff_id: HandoffId,
        request: Request,
    },
    /// Make a reserved destination runnable after transfer completion.
    ActivateDestination { handoff_id: HandoffId },
    /// Release a successfully transferred source hold.
    ReleaseSource { handoff_id: HandoffId },
    /// Cancel pending or held source ownership.
    CancelSource { handoff_id: HandoffId },
    /// Cancel pending, reserved, or active destination ownership.
    CancelDestination { handoff_id: HandoffId },
    /// Cancel one request.
    ///
    /// A command that removes scheduler-owned state also suppresses output
    /// retained by an in-flight pass. `discard_pending_output` additionally
    /// requests suppression when scheduler cancellation is a no-op, which is
    /// needed after an external driver has already retired the request.
    CancelRequest {
        request_id: Uuid,
        discard_pending_output: bool,
    },
}

/// Result of applying a scheduler command.
#[derive(Debug, Clone, Copy, PartialEq, Eq)]
pub enum CommandResult {
    /// A new request was accepted.
    Submitted(Uuid),
    /// A destination request was accepted; physical reservation may be pending.
    DestinationAccepted { request_id: Uuid },
    /// State or retained effects were changed.
    Applied,
    /// The command addressed no owned state or retained effect.
    Noop,
}

/// Asynchronous scheduler lifecycle fact consumed by the Replayer's handoff
/// coordinator.
#[derive(Debug, Clone, Copy, PartialEq)]
pub enum LifecycleEvent {
    /// Prefill computation completed and source KV ownership is retained.
    SourceHeld {
        handoff_id: HandoffId,
        request_id: Uuid,
        transfer_timing: HandoffTransferTiming,
    },
    /// Decode-side physical KV capacity has been reserved.
    DestinationReserved {
        handoff_id: HandoffId,
        request_id: Uuid,
        transferable_prompt_tokens: usize,
    },
}

/// One runtime-neutral KV block identity.
#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
pub struct KvBlock {
    /// Sequence-aware block hash.
    pub block_hash: u64,
    /// Token-only local block hash.
    pub tokens_hash: u64,
    /// Token IDs retained only when explicitly configured.
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub token_ids: Option<Vec<u32>>,
}

/// A consecutive set of newly visible blocks.
#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
pub struct StoredBlocks {
    /// Parent sequence hash immediately preceding the batch.
    pub parent_hash: Option<u64>,
    /// Optional absolute zero-based position of the first block.
    ///
    /// `None` preserves the parent-linked stream emitted by the native
    /// schedulers; adapters must not invent an absolute position because that
    /// changes how downstream radix indexes reconcile stores and removals.
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub start_position: Option<usize>,
    /// Blocks in sequence order.
    pub blocks: Vec<KvBlock>,
}

/// Runtime-neutral KV event payload.
#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
#[serde(rename_all = "snake_case")]
pub enum KvEventData {
    /// Blocks became prefix-cache visible.
    Stored(StoredBlocks),
    /// The final physical copy of these hashes was evicted.
    Removed { block_hashes: Vec<u64> },
}

/// Ordered runtime-neutral KV event emitted by one rank.
#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
pub struct KvEvent {
    /// Monotonic rank-local event sequence.
    pub event_id: u64,
    /// Attention-DP rank.
    pub dp_rank: u32,
    /// Event payload.
    pub data: KvEventData,
}

/// First-admission provenance for prompt tokens reused across cache tiers.
#[derive(Debug, Clone, Copy, PartialEq, Eq)]
#[non_exhaustive]
pub struct CacheTierAttribution {
    /// Reused prompt tokens already resident in device KV before any H2D.
    pub g1_reused_input_tokens: usize,
    /// Additional reused prompt tokens restored from the native host tier.
    pub host_reused_input_tokens: usize,
}

/// Request admission exposed at pass start.
#[derive(Debug, Clone, Copy, PartialEq, Eq)]
pub struct Admission {
    /// Admitted request.
    pub request_id: Uuid,
    /// Prompt tokens reused from all KV-cache tiers.
    pub reused_input_tokens: usize,
    /// Tier provenance captured before a host-loaded prefix becomes G1.
    pub cache_tier_attribution: Option<CacheTierAttribution>,
}

/// Scheduler action taken to relieve KV pressure.
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
#[serde(rename_all = "snake_case")]
pub enum PressureKind {
    /// vLLM evicted a running request and returned it to the waiting queue.
    VllmPreemption,
    /// SGLang retracted a running decode request for later readmission.
    SglangRetraction,
}

/// Runtime-neutral scheduler and KV occupancy around one pressure action.
#[derive(Debug, Clone, Copy, Default, PartialEq, Eq, Serialize, Deserialize)]
pub struct PressureState {
    /// Requests runnable before or after the action.
    pub running_requests: usize,
    /// Requests waiting for admission, when the scheduler exposes that count.
    pub waiting_requests: Option<usize>,
    /// Physically active native-G1 blocks.
    pub active_blocks: usize,
}

/// One scheduler-owned KV pressure action emitted with pass-start effects.
///
/// The Replayer may attach topology/pool identity and correlate a later
/// [`Admission`] for the same request. The engine always produces this
/// lightweight fact; capture policy belongs to the consuming runtime.
#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
pub struct PressureEvent {
    /// Modeled timestamp at which the scheduler took the action.
    pub at_ms: f64,
    /// Scheduler-specific pressure action.
    pub kind: PressureKind,
    /// Request removed from the running set.
    pub request_id: Uuid,
    /// Scheduler/KV state immediately before the action.
    pub state_before: PressureState,
    /// Scheduler/KV state immediately after the action.
    pub state_after: PressureState,
    /// Blocks owned by this request before it was preempted or retracted.
    pub request_active_blocks_before: usize,
    /// Logically available blocks used by the SGLang retraction decision.
    pub logical_available_blocks_before: Option<usize>,
    /// Blocks required by the SGLang retraction decision.
    pub required_blocks_before: Option<usize>,
}

/// One client-visible output.
#[derive(Debug, Clone, PartialEq)]
pub struct Output {
    /// Request producing the output.
    pub request_id: Uuid,
    /// Generated token, or `None` for a terminal-without-token signal.
    pub token_id: Option<u32>,
    /// Whether request ownership ended with this output.
    pub completed: bool,
    /// Whether admission rejected the request as physically impossible.
    pub rejected: bool,
    /// Prompt tokens served from KV cache at first admission, reported once
    /// on the request's first output.
    pub cached_tokens: Option<usize>,
}

/// Rank-local scheduler and G1 metrics.
#[derive(Debug, Clone, Default, PartialEq)]
pub struct Metrics {
    pub dp_rank: u32,
    /// Backend-native legacy occupied-block count. vLLM reports blocks
    /// referenced by active requests; SGLang reports occupied page-pool blocks,
    /// including evictable radix-resident pages.
    pub active_blocks: u64,
    /// Reusable resident blocks not included in `active_blocks`. This is
    /// currently populated by vLLM; SGLang reports zero because its legacy
    /// occupied count already includes radix-resident pages.
    pub inactive_blocks: u64,
    pub total_blocks: u64,
    /// `active_blocks / total_blocks`, with backend-native semantics above.
    pub cache_usage: f64,
    /// Physical resident fraction. This includes inactive reusable vLLM blocks
    /// and equals `cache_usage` for SGLang's legacy occupied-page metric.
    pub physical_cache_usage: f64,
    pub running_requests: u64,
    pub waiting_requests: u64,
    pub preemptions_total: u64,
    /// SGLang radix-cache tokens reused by the most recently completed pass.
    ///
    /// Backends without an equivalent pass-local metric report zero.
    pub sglang_cache_hit_tokens: u64,
    /// Total SGLang prefill tokens considered by the most recently completed
    /// pass. Backends without an equivalent pass-local metric report zero.
    pub sglang_cache_total_tokens: u64,
}

/// Per-pass scheduling statistics.
#[derive(Debug, Clone, Default, PartialEq)]
pub struct ForwardPassMetrics {
    pub num_prefill_requests: u32,
    pub sum_prefill_tokens: u64,
    pub var_prefill_length: f64,
    pub sum_prefill_kv_tokens: u64,
    pub num_decode_requests: u32,
    pub sum_decode_kv_tokens: u64,
    pub var_decode_kv_tokens: f64,
    pub num_queued_prefill: u32,
    pub sum_queued_prefill_tokens: u64,
    pub var_queued_prefill_length: f64,
    pub num_queued_decode: u32,
    pub sum_queued_decode_kv_tokens: u64,
    pub var_queued_decode_kv_tokens: f64,
    pub duration_ms: f64,
}

/// Effects of a scheduler command.
#[derive(Debug, Clone, PartialEq)]
pub struct CommandEffects {
    pub result: CommandResult,
    pub lifecycle_events: Vec<LifecycleEvent>,
    pub kv_events: Vec<KvEvent>,
    /// Requests whose scheduler/KV ownership ended while applying this command.
    ///
    /// Replayers use this authoritative delta for cancellation and handoff
    /// cleanup instead of inferring ownership from command ordering.
    pub retired_requests: Vec<Uuid>,
    /// Scheduler state after the command and all immediately admitted work.
    ///
    /// Live drivers use this to acknowledge commands while the engine is idle
    /// without waiting for an otherwise unrelated forward pass.
    pub metrics: Metrics,
    /// Whether an output already computed by an in-flight pass was suppressed.
    pub suppressed_pending_output: bool,
}

/// Effects visible as soon as an engine pass starts.
#[derive(Debug, Clone, Default, PartialEq)]
pub struct PassStartEffects {
    pub admissions: Vec<Admission>,
    pub pressure_events: Vec<PressureEvent>,
    pub kv_events: Vec<KvEvent>,
}

/// Effects released at the modeled pass completion boundary.
#[derive(Debug, Clone, Default, PartialEq)]
pub struct PassCompletionEffects {
    pub outputs: Vec<Output>,
    pub lifecycle_events: Vec<LifecycleEvent>,
    /// KV events whose scheduler visibility boundary is pass completion.
    pub kv_events: Vec<KvEvent>,
    pub metrics: Metrics,
    pub forward_pass_metrics: ForwardPassMetrics,
}

/// Retained completion effects of an eagerly executed engine pass.
#[doc(hidden)]
pub struct PendingPass {
    pub(crate) started_at_ms: f64,
    pub(crate) effects: PassCompletionEffects,
}