StreamMailbox race fix and new pulsing backend bench

README.md

@@ -2,7 +2,7 @@
   <img src="docs/imgs/assets/logo.png" alt="DLSlime logo" width="44%">
 </div>
 <p align="center">
-  <a href="https://deeplink-org.github.io/DLSlime">Docs</a> |
+  <a href="https://deeplink-org.github.io/DLSlime"><img src="docs/imgs/assets/docs.png" width="16" height="16" style="vertical-align: middle;"> Docs </a> |
   <a href="docs/roadmap.md"><img src="docs/imgs/assets/roadmap.svg" width="16" height="16" style="vertical-align: middle;"> Roadmap </a> |
   <a href="https://join.slack.com/t/dlslime/shared_invite/zt-3e9zvercw-a89KI_Ig8N1UTaol_q6MXg"><img src="docs/imgs/assets/slack.svg" width="16" height="16" style="vertical-align: middle;"> Slack </a> |
   <a href="docs/imgs/assets/wechat_qrcode.jpg"><img src="docs/imgs/assets/wechat.svg" width="16" height="16" style="vertical-align: middle;"> WeChat Group </a> |

README_zh.md

@@ -2,7 +2,7 @@
   <img src="docs/imgs/assets/logo.png" alt="DLSlime logo" width="44%">
 </div>
 <p align="center">
-  <a href="https://deeplink-org.github.io/DLSlime">文档</a> |
+  <a href="https://deeplink-org.github.io/DLSlime"><img src="docs/imgs/assets/docs.png" width="16" height="16" style="vertical-align: middle;"> 文档 </a> |
   <a href="docs/roadmap.md"><img src="docs/imgs/assets/roadmap.svg" width="16" height="16" style="vertical-align: middle;"> 路线图 </a> |
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   <a href="docs/imgs/assets/wechat_qrcode.jpg"><img src="docs/imgs/assets/wechat.svg" width="16" height="16" style="vertical-align: middle;"> 微信群 </a> |

bench/README.md

@@ -12,8 +12,8 @@ so benchmark commands, hardware notes, and result files can evolve together.
 | `python/endpoint_io_bench.py`       | Endpoint-level I/O benchmark                                  |
 | `python/endpoint_sendrecv_bench.py` | Endpoint send/recv benchmark                                  |
 | `python/cache_bench.py`             | DLSlimeCache benchmark                                        |
-| `python/run_rpc_bench.sh`           | SlimeRPC vs Ray benchmark wrapper                             |
-| `python/rpc_bench_*.py`             | SlimeRPC and Ray benchmark implementations                    |
+| `python/run_rpc_bench.sh`           | SlimeRPC vs Ray (optionally + Pulsing) benchmark wrapper      |
+| `python/rpc_bench_*.py`             | SlimeRPC, Ray, and Pulsing benchmark implementations          |
 | `results/`                          | CSV outputs and captured worker logs                          |
 
 ## Prerequisites
@@ -112,12 +112,21 @@ dlslime-cache stop
 ## SlimeRPC vs Ray Benchmark
 
 The RPC benchmark compares SlimeRPC round-trip latency and bandwidth with a Ray
-actor baseline.
+actor baseline. A Pulsing (`@pul.remote`) actor baseline is available as an
+opt-in third comparator.
 
 ```bash
 bash bench/python/run_rpc_bench.sh
 ```
 
+Include the Pulsing baseline (requires `pip install pulsing`):
+
+```bash
+bash bench/python/run_rpc_bench.sh --with-pulsing
+# or
+WITH_PULSING=1 bash bench/python/run_rpc_bench.sh
+```
+
 With explicit parameters:
 
 ```bash
@@ -132,6 +141,7 @@ The script writes:
 ```text
 bench/results/slime_rpc.csv
 bench/results/ray_rpc.csv
+bench/results/pulsing_rpc.csv   # only when --with-pulsing is passed
 ```
 
 See [../docs/benchmark-rpc.md](../docs/benchmark-rpc.md) for the full RPC

bench/python/rpc_bench_compare.py

@@ -1,8 +1,11 @@
 #!/usr/bin/env python3
-"""Print a side-by-side comparison of SlimeRPC vs Ray benchmark CSVs.
+"""Print a side-by-side comparison of SlimeRPC, Ray (and optionally Pulsing) benchmark CSVs.
 
 Usage:
-    python rpc_bench_compare.py [--slime results/slime_rpc.csv] [--ray results/ray_rpc.csv]
+    python rpc_bench_compare.py \\
+        [--slime results/slime_rpc.csv] \\
+        [--ray results/ray_rpc.csv] \\
+        [--pulsing results/pulsing_rpc.csv]   # optional
 """
 
 import argparse
@@ -22,10 +25,15 @@ def label(size: int) -> str:
 def main():
     default_dir = os.path.join(os.path.dirname(__file__), "..", "results")
     parser = argparse.ArgumentParser(
-        description="Compare SlimeRPC vs Ray benchmark results"
+        description="Compare SlimeRPC vs Ray (and optionally Pulsing) benchmark results"
     )
     parser.add_argument("--slime", default=os.path.join(default_dir, "slime_rpc.csv"))
     parser.add_argument("--ray", default=os.path.join(default_dir, "ray_rpc.csv"))
+    parser.add_argument(
+        "--pulsing",
+        default=None,
+        help="Optional Pulsing CSV; if omitted, Pulsing columns are skipped.",
+    )
     args = parser.parse_args()
 
     for path in (args.slime, args.ray):
@@ -37,25 +45,43 @@ def main():
     slime = load(args.slime)
     ray_r = load(args.ray)
 
-    common = sorted(set(slime) & set(ray_r))
+    pulsing = None
+    if args.pulsing:
+        if not os.path.exists(args.pulsing):
+            print(f"Missing Pulsing results file: {args.pulsing}")
+            print("Run rpc_bench_pulsing.py first, or omit --pulsing.")
+            return
+        pulsing = load(args.pulsing)
+
+    common = set(slime) & set(ray_r)
+    if pulsing is not None:
+        common &= set(pulsing)
+    common = sorted(common)
     if not common:
-        print("No overlapping sizes between the two result files.")
+        print("No overlapping sizes between the result files.")
         return
 
     col = 12
-    sep = "-" * (
-        10 + 1 + col + 1 + col + 1 + col + 1 + col + 1 + col + 1 + col + 1 + 12
-    )
-
     print(
         "\n┌─ Avg Latency (µs) ─────────────────────────────────────────────────────────┐"
     )
-    header = (
-        f"{'Size':<10} | "
-        f"{'Slime avg':>{col}} | {'Slime p99':>{col}} | {'Slime BW':>{col}} | "
-        f"{'Ray avg':>{col}} | {'Ray p99':>{col}} | {'Ray BW':>{col}} | "
-        f"{'Speedup':>10}"
-    )
+
+    if pulsing is not None:
+        header = (
+            f"{'Size':<10} | "
+            f"{'Slime avg':>{col}} | {'Slime p99':>{col}} | {'Slime BW':>{col}} | "
+            f"{'Puls avg':>{col}} | {'Puls p99':>{col}} | {'Puls BW':>{col}} | "
+            f"{'Ray avg':>{col}} | {'Ray p99':>{col}} | {'Ray BW':>{col}} | "
+            f"{'S/Pul':>10} | {'S/Ray':>10}"
+        )
+    else:
+        header = (
+            f"{'Size':<10} | "
+            f"{'Slime avg':>{col}} | {'Slime p99':>{col}} | {'Slime BW':>{col}} | "
+            f"{'Ray avg':>{col}} | {'Ray p99':>{col}} | {'Ray BW':>{col}} | "
+            f"{'S/Ray':>10}"
+        )
+    sep = "-" * len(header)
     print(header)
     print(sep)
 
@@ -66,17 +92,36 @@ def main():
         ray_avg = float(ray_r[size]["avg_us"])
         ray_p99 = float(ray_r[size]["p99_us"])
         ray_bw = float(ray_r[size]["bw_gbps"])
-        speedup = ray_avg / sl_avg  # >1 means SlimeRPC is faster
+        sp_ray = ray_avg / sl_avg  # >1 means SlimeRPC is faster than Ray
+
+        if pulsing is not None:
+            pu_avg = float(pulsing[size]["avg_us"])
+            pu_p99 = float(pulsing[size]["p99_us"])
+            pu_bw = float(pulsing[size]["bw_gbps"])
+            sp_pul = pu_avg / sl_avg  # >1 means SlimeRPC is faster than Pulsing
+            print(
+                f"{label(size):<10} | "
+                f"{sl_avg:>{col}.1f} | {sl_p99:>{col}.1f} | {sl_bw:>{col}.3f} | "
+                f"{pu_avg:>{col}.1f} | {pu_p99:>{col}.1f} | {pu_bw:>{col}.3f} | "
+                f"{ray_avg:>{col}.1f} | {ray_p99:>{col}.1f} | {ray_bw:>{col}.3f} | "
+                f"{'%.2fx' % sp_pul:>10} | {'%.2fx' % sp_ray:>10}"
+            )
+        else:
+            print(
+                f"{label(size):<10} | "
+                f"{sl_avg:>{col}.1f} | {sl_p99:>{col}.1f} | {sl_bw:>{col}.3f} | "
+                f"{ray_avg:>{col}.1f} | {ray_p99:>{col}.1f} | {ray_bw:>{col}.3f} | "
+                f"{'%.2fx' % sp_ray:>10}"
+            )
 
+    print(sep)
+    if pulsing is not None:
         print(
-            f"{label(size):<10} | "
-            f"{sl_avg:>{col}.1f} | {sl_p99:>{col}.1f} | {sl_bw:>{col}.3f} | "
-            f"{ray_avg:>{col}.1f} | {ray_p99:>{col}.1f} | {ray_bw:>{col}.3f} | "
-            f"{'%.2fx' % speedup:>10}"
+            "S/Pul = Pulsing avg latency / SlimeRPC avg latency  (>1 means SlimeRPC wins)"
         )
-
-    print(sep)
-    print("Speedup = Ray avg latency / SlimeRPC avg latency  (>1 means SlimeRPC wins)")
+    print(
+        "S/Ray = Ray avg latency / SlimeRPC avg latency      (>1 means SlimeRPC wins)"
+    )
     print()
 
 

bench/python/rpc_bench_pulsing.py

@@ -0,0 +1,113 @@
+#!/usr/bin/env python3
+"""Pulsing RPC benchmark — same-machine CPU bytes echo.
+
+Measures round-trip latency for bytes echo via a Pulsing actor across a range
+of payload sizes, using identical metrics as rpc_bench_slime_driver.py and
+rpc_bench_ray.py so the three CSVs can be compared directly.
+
+Usage:
+    python rpc_bench_pulsing.py [--out results/pulsing_rpc.csv]
+"""
+
+import argparse
+import asyncio
+import csv
+import os
+import time
+
+import pulsing as pul
+
+
+@pul.remote
+class EchoActor:
+    def echo(self, data: bytes) -> bytes:
+        return data
+
+
+SIZES = [
+    1 * 1024,
+    4 * 1024,
+    16 * 1024,
+    64 * 1024,
+    256 * 1024,
+    1 * 1024 * 1024,
+    4 * 1024 * 1024,
+    16 * 1024 * 1024,
+    64 * 1024 * 1024,
+]
+
+
+async def _benchmark(actor, data: bytes, warmup: int, iterations: int) -> dict:
+    for _ in range(warmup):
+        await actor.echo(data)
+
+    latencies_us = []
+    for _ in range(iterations):
+        t0 = time.perf_counter()
+        await actor.echo(data)
+        latencies_us.append((time.perf_counter() - t0) * 1e6)
+
+    latencies_us.sort()
+    n = len(latencies_us)
+    avg = sum(latencies_us) / n
+    return {
+        "avg_us": avg,
+        "p50_us": latencies_us[n // 2],
+        "p99_us": latencies_us[int(n * 0.99)],
+        "bw_gbps": (2 * len(data)) / 1e9 / (avg / 1e6),
+    }
+
+
+def _label(size: int) -> str:
+    return f"{size // 1024}KB" if size < 1024 * 1024 else f"{size // (1024 * 1024)}MB"
+
+
+async def _run(out_path: str):
+    await pul.init()
+    try:
+        actor = await EchoActor.spawn()
+
+        header = (
+            f"{'Size':<10} | {'Avg (µs)':<12} | {'P50 (µs)':<12} "
+            f"| {'P99 (µs)':<12} | {'BW (GB/s)':<10}"
+        )
+        print(header)
+        print("-" * len(header))
+
+        records = []
+        for size in SIZES:
+            data = bytes(size)
+            iters = max(50, min(500, 50_000_000 // size))
+            r = await _benchmark(actor, data, warmup=20, iterations=iters)
+            records.append({"size": size, **r})
+            print(
+                f"{_label(size):<10} | {r['avg_us']:<12.1f} | {r['p50_us']:<12.1f} "
+                f"| {r['p99_us']:<12.1f} | {r['bw_gbps']:<10.3f}"
+            )
+
+        os.makedirs(os.path.dirname(os.path.abspath(out_path)), exist_ok=True)
+        with open(out_path, "w", newline="") as f:
+            writer = csv.DictWriter(
+                f, fieldnames=["size", "avg_us", "p50_us", "p99_us", "bw_gbps"]
+            )
+            writer.writeheader()
+            writer.writerows(records)
+        print(f"\nResults saved → {out_path}")
+    finally:
+        await pul.shutdown()
+
+
+def main():
+    parser = argparse.ArgumentParser(description="Pulsing RPC benchmark")
+    parser.add_argument(
+        "--out",
+        default=os.path.join(
+            os.path.dirname(__file__), "..", "results", "pulsing_rpc.csv"
+        ),
+    )
+    args = parser.parse_args()
+    asyncio.run(_run(args.out))
+
+
+if __name__ == "__main__":
+    main()

bench/python/rpc_bench_slime_driver.py

@@ -118,9 +118,8 @@ def main():
     driver._rpc_buffer_size = buf_bytes
     driver._rpc_max_inflight = max(1, int(getattr(args, "max_inflight", 4)))
 
-    driver.set_desired_topology(["bench-worker"])
     print("Waiting for worker…")
-    driver.wait_for_peers(["bench-worker"], timeout_sec=120)
+    driver.connect_to("bench-worker", ib_port=1, qp_num=1).wait(timeout=120)
     print("Connected. Starting benchmark.\n")
 
     w = make_proxy(driver, "bench-worker", EchoService)

bench/python/rpc_bench_slime_worker.py

@@ -67,9 +67,8 @@ def main():
     # buf_mb * SLIME_RPC_MAX_INFLIGHT bytes of CPU memory needlessly.
     worker._rpc_max_inflight = max(1, int(getattr(args, "max_inflight", 4)))
 
-    worker.set_desired_topology(["bench-driver"])
     print("Worker ready, waiting for driver to connect…")
-    worker.wait_for_peers(["bench-driver"], timeout_sec=120)
+    worker.connect_to("bench-driver", ib_port=1, qp_num=1).wait(timeout=120)
     print("Connected. Serving (Ctrl-C to stop).")
 
     try: