#!/usr/bin/env bash
# E2 — KVC v2 + RDMA, ts=1
#
# Tests hypotheses H2/H3 from ONBOARDING_NEXT_AGENT_ZH §3.1: validate
# that enabling real RDMA pushes TTFT p99 from the reported 1.28s
# (TCP loopback) down toward ~0.7s (still expected to lose to DP 0.43s
# because re-prefill segment of reseed slow-path remains).
#
# Mechanism = kvcache-centric; policy = kv-aware; topology = 1P3D.
# All --kvcache-* tuning flags from sweep_ts1_migration_v2.sh
# (reset-on-success + threshold 8192). RDMA on (mlx5_60).
#
# Uses the same outputs/inferact_50sess.jsonl as E1 — see
# scripts/sample_trace_subset.py — so the two runs are paired.
#
# Prerequisites:
#   - source scripts/setup_env.sh
#   - E1 must already have completed (releases GPUs)
#
# Usage:
#   bash scripts/sweep_e2_kvc_v2_rdma.sh

set -euo pipefail
cd "$(dirname "$0")/.."

if [ -z "${CUDA_HOME:-}" ]; then
  echo "ERROR: CUDA_HOME not set. Source scripts/setup_env.sh first." >&2
  exit 1
fi

MODEL=${MODEL:-/mnt/models/Qwen/Qwen3-30B-A3B-Instruct-2507}
TRACE=${TRACE:-outputs/inferact_50sess.jsonl}
OUTPUT=${OUTPUT:-outputs/e2_kvc_v2_rdma_50sess}
IB_DEVICE=${IB_DEVICE:-mlx5_60}

if [ ! -f "$TRACE" ]; then
  echo "ERROR: trace not found at $TRACE" >&2
  echo "Run: uv run --no-sync python scripts/sample_trace_subset.py --output $TRACE --sessions 50" >&2
  exit 1
fi

mkdir -p "$OUTPUT"
LOG="$OUTPUT/sweep.log"

log() { echo "[$(date '+%Y-%m-%d %H:%M:%S')] $*" | tee -a "$LOG"; }

log "=== E2: KVC v2 + RDMA, ts=1 ==="
log "MODEL=$MODEL"
log "TRACE=$TRACE ($(wc -l < $TRACE) requests)"
log "OUTPUT=$OUTPUT"
log "IB_DEVICE=$IB_DEVICE"

label=e2_kvc_v2_rdma_run1
log ""
log "=== [E2] $label starting ==="

uv run --no-sync python -m agentic_pd_hybrid.cli benchmark-live \
  --trace "$TRACE" \
  --output-root "$OUTPUT" \
  --mechanism kvcache-centric \
  --policy kv-aware \
  --model-path "$MODEL" \
  --prefill-workers 1 --decode-workers 3 \
  --prefill-tp-size 1 --decode-tp-size 1 \
  --prefill-gpu-ids 0 --decode-gpu-ids 1,2,3 \
  --transfer-backend mooncake \
  --force-rdma --ib-device "$IB_DEVICE" \
  --gpu-budget 4 \
  --time-scale 1 \
  --session-sample-rate 1.0 \
  --target-duration-s 100000 \
  --concurrency-limit 32 \
  --timeout-s 1800 \
  --request-timeout-s 300 \
  --kvcache-admission-mode worker \
  --kvcache-seed-min-turn-id 1 \
  --kvcache-seed-max-inflight-decode -1 \
  --kvcache-prefill-backup-policy release-after-transfer \
  --kvcache-prefill-priority-eviction \
  --kvcache-migration-reject-threshold 3 \
  --kvcache-direct-max-uncached-tokens 8192 2>&1 | tee -a "$LOG"

run_dir=$(ls -td "$OUTPUT"/kvcache-centric-*/ 2>/dev/null | head -1)
log "=== [E2] $label COMPLETED, artifacts at $run_dir ==="

if [ -f "$run_dir/request-metrics.jsonl.summary.json" ]; then
  cp "$run_dir/request-metrics.jsonl.summary.json" "$OUTPUT/${label}_summary.json"
  cp "$run_dir/request-metrics.jsonl" "$OUTPUT/${label}_metrics.jsonl"
  log "=== summary saved to $OUTPUT/${label}_summary.json ==="
fi
