swadhinbiswas

[email protected]
2026-07-10 16:30:00 +0600 committed NaN years ago
abcc328
commit abcc328
13 files changed
+12936 -0
▼.cargo/config.toml
+11-0
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+# Miri configuration for stacked borrows and strict provenance checking.
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+# Applied automatically when running `cargo miri test`.
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+[miri]
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+# Use the strict provenance model (required by wasmtime's VM pointers)
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+# and treat deallocation with size/align mismatches as UB.
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+rustc_flags = ["-Zmiri-strict-provenance", "-Zmiri-symbolic-alignment-check", "-Zmiri-track-raw-pointers"]
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+
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+[env]
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+# Bump the fuel limit when running under miri to avoid spurious
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+# "out of fuel" errors in WASM tests.
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+JUSTAPI_MIRI = "1"
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▼BENCHMARKS.md
+871-0
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+# BENCHMARKS.md
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+
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+> Append-only results ledger. Never delete old numbers — the history is what
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+> makes "we improved performance" a checkable claim instead of an assertion.
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+
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+---
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+
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+## Hardware fixture
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+
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+*Recorded 2026-07-03. All benchmarks must use this same machine.*
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+
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+- **CPU:** 13th Gen Intel Core i5-13600K (6P+8E cores, 20 threads)
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+- **RAM:** 31 GiB DDR5
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+- **Kernel:** Linux 7.1.2-3-cachyos x86_64
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+- **Virtualized:** No (bare metal)
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+- **OS:** CachyOS
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+
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+---
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+
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+## Tooling versions
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+
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+| Tool | Version | Install command |
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+|---|---|---|
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+| oha | 1.14.0 | `cargo install oha` |
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+| uvicorn | 0.27.0 | `pip install uvicorn` |
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+| fastapi | 0.109.0 | `pip install fastapi` |
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+| granian | 2.7.8 | `pip install granian` |
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+| dhat | via `cargo test` integration | N/A |
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+| heaptrack | TBD | `pacman -S heaptrack` |
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+| cargo flamegraph | TBD | `cargo install flamegraph` |
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+
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+---
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+
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+## Baseline: Uvicorn+FastAPI (recorded 2026-07-03)
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+
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+### Workload: hello-world
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+
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+| Metric | Run 1 | Run 2 | Run 3 | Median |
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+|---|---|---|---|---|
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+| p50 latency | 1.6848 ms | 1.7174 ms | 1.7581 ms | 1.7174 ms |
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+| p95 latency | 6.5908 ms | 6.7569 ms | 7.6985 ms | 6.7569 ms |
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+| p99 latency | 17.7766 ms | 24.6302 ms | 29.7661 ms | 24.6302 ms |
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+| req/sec | 36284 | 36189 | 32579 | 36189 |
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+| peak RSS | | | | 28992 kB |
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+
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+Server config:
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+```
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+uvicorn benchmarks.workloads_fastapi:app --host 127.0.0.1 --port 8080 --workers 4
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+```
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+
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+Load command:
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+```
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+oha -z 30s -c 100 http://127.0.0.1:8080/hello
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+```
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+
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+### Workload: JSON-echo (nested payload)
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+
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+| Metric | Run 1 | Run 2 | Run 3 | Median |
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+|---|---|---|---|---|
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+| p50 latency | 1.8742 ms | 1.9341 ms | 1.8924 ms | 1.8924 ms |
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+| p95 latency | 7.2687 ms | 7.4106 ms | 6.4584 ms | 7.2687 ms |
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+| p99 latency | 30.1959 ms | 30.5706 ms | 24.4485 ms | 30.1959 ms |
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+| req/sec | 32701 | 32517 | 36130 | 32701 |
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+| peak RSS | | | | 28992 kB |
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+
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+Load command:
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+```
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+oha -z 30s -c 100 -m POST \
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+ -H "Content-Type: application/json" \
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+ -d '{"user":{"name":"test","id":42},"items":[1,2,3],"meta":{"version":"1.0"}}' \
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+ http://127.0.0.1:8080/echo
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+```
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+
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+---
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+
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+## Baseline: Granian (recorded 2026-07-03)
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+
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+### Workload: hello-world
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+
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+| Metric | Run 1 | Run 2 | Run 3 | Median |
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+|---|---|---|---|---|
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+| p50 latency | 0.2881 ms | 0.3199 ms | 0.2983 ms | 0.2983 ms |
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+| p95 latency | 0.5701 ms | 0.5953 ms | 0.4893 ms | 0.5701 ms |
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+| p99 latency | 0.7404 ms | 0.7824 ms | 0.6938 ms | 0.7404 ms |
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+| req/sec | 314195 | 308735 | 319880 | 314195 |
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+| peak RSS | | | | 36752 kB |
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+
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+Server config:
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+```
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+granian --interface asgi benchmarks.workloads:app --host 127.0.0.1 --port 8080 --workers 4
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+```
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+
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+Load command:
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+```
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+oha -z 30s -c 100 http://127.0.0.1:8080/hello
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+```
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+
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+### Workload: JSON-echo (nested payload)
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+
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+| Metric | Run 1 | Run 2 | Run 3 | Median |
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+|---|---|---|---|---|
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+| p50 latency | 0.7013 ms | 0.6999 ms | 0.6595 ms | 0.6999 ms |
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+| p95 latency | 0.9988 ms | 1.0234 ms | 1.1562 ms | 1.0234 ms |
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+| p99 latency | 1.3649 ms | 1.3335 ms | 1.4074 ms | 1.3649 ms |
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+| req/sec | 145177 | 144502 | 144352 | 144502 |
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+| peak RSS | | | | 36752 kB |
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+
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+Load command:
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+```
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+oha -z 30s -c 100 -m POST \
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+ -H "Content-Type: application/json" \
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+ -d '{"user":{"name":"test","id":42},"items":[1,2,3],"meta":{"version":"1.0"}}' \
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+ http://127.0.0.1:8080/echo
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+```
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+
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+---
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+
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+## justapi Phase 1 — Minimal Viable Runtime (recorded 2026-07-03)
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+
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+Server binary: `cargo run --release -p justapi-cli -- serve --addr 127.0.0.1:8080`
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+Response: `{"message":"hello"}` (19 B for hello-world, 73 B for echo)
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+
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+### Workload: hello-world
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+
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+| Metric | Run 1 | Run 2 | Run 3 | Median |
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+|---|---|---|---|---|
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+| p50 latency | 0.1023 ms | 0.1015 ms | 0.1010 ms | 0.1015 ms |
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+| p95 latency | 0.3165 ms | 0.3115 ms | 0.3072 ms | 0.3115 ms |
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+| p99 latency | 0.4809 ms | 0.4756 ms | 0.4677 ms | 0.4756 ms |
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+| req/sec | 758440 | 765938 | 773336 | 765938 |
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+| peak RSS | | | | 12080 kB |
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+
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+### Workload: JSON-echo (nested payload)
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+
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+| Metric | Run 1 | Run 2 | Run 3 | Median |
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+|---|---|---|---|---|
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+| p50 latency | 0.0980 ms | 0.0980 ms | 0.0987 ms | 0.0980 ms |
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+| p95 latency | 0.3047 ms | 0.3030 ms | 0.3037 ms | 0.3037 ms |
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+| p99 latency | 0.5111 ms | 0.5078 ms | 0.5038 ms | 0.5078 ms |
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+| req/sec | 782188 | 783266 | 780660 | 782188 |
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+| peak RSS | | | | N/A |
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+
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+### Benchmark gate verdict
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+
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+**PASS** — within 2x of Granian hello-world (actually 2.4x *faster* at 765k vs 314k req/s).
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+
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+### Comparison vs baselines
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+
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+| Server | Hello-world req/s | Hello-world p99 | JSON-echo req/s | JSON-echo p99 | RSS |
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+|---|---|---|---|---|---|
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+| Uvicorn+FastAPI | 36k | 24.63 ms | 33k | 30.20 ms | 29 MB |
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+| Granian | 314k | 0.74 ms | 145k | 1.36 ms | 37 MB |
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+| **justapi P1** | **766k** | **0.48 ms** | **782k** | **0.51 ms** | **12 MB** |
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+| **justapi P2** | **760k** | **0.48 ms** | — | — | — |
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+
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+---
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+
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+## justapi Phase 2 — Native Router (recorded 2026-07-03)
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+
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+### Route lookup benchmark (500-route table)
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+
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+| Metric | Value | Target | Verdict |
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+|---|---|---|---|
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+| Average lookup time | 51 ns | < 100 ns | ✅ PASS |
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+| Routes registered | 601 (500 static + 100 param + 1 catch-all) | 500 | — |
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+
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+Methodology: `matchit`-based radix trie router, per-method HashMap dispatch.
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+500k lookups across 5 different path patterns (static, param, nested param,
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+catch-all, miss). Release build on hardware fixture.
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+
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+### Overall throughput (no regression)
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+
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+Hello-world throughput identical to Phase 1 (760k req/s, p99 0.48ms).
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+Router overhead is negligible in the hot path.
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+
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+---
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+
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+## justapi Phase 3 — Memory & Zero-Copy Pipeline (recorded 2026-07-03)
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+
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+### Arena + BufferPool integration
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+
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+Server binary: `cargo run --release -p justapi-cli -- serve --addr 127.0.0.1:8080`
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+
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+`SharedArena` (per-connection `Mutex<RequestArena>`) and `BufferPool` (thread-safe 4-bucket pool)
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+integrated into the request pipeline. Arena reset per request; pool provides reusable response buffers.
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+
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+### Workload: hello-world
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+
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+| Metric | Run 1 | Run 2 | Run 3 | Median |
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+|---|---|---|---|---|
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+| p50 latency | 0.1055 ms | — | — | — |
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+| p95 latency | 0.3101 ms | — | — | — |
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+| p99 latency | 0.4677 ms | — | — | — |
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+| req/sec | 752008 | — | — | — |
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+
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+Load command:
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+```
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+oha -z 30s -c 100 http://127.0.0.1:8080/hello
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+```
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+
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+### Benchmark gate verdict
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+
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+**PASS** — 752k req/s (no regression vs P2 760k, within measurement noise).
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+
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+---
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+
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+## justapi Phase 5 — Middleware Engine + Auth (recorded 2026-07-03)
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+
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+### Middleware chain integration
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+
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+Server binary: `cargo run --release -p justapi-cli -- serve --addr 127.0.0.1:8080`
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+
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+Middleware chain (`Middleware<B>` trait, `MiddlewareChain<B>`, `Next<'a, B>`) integrated
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+into server pipeline. Cors + SecurityHeaders tested for overhead measurement.
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+
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+### Workload: hello-world (no middleware — baseline)
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+
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+| Metric | Value |
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+|---|---|
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+| p50 latency | 0.1026 ms |
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+| p95 latency | 0.2931 ms |
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+| p99 latency | 0.4499 ms |
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+| req/sec | 782638 |
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+
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+### Workload: hello-world (CORS + SecurityHeaders)
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+
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+| Metric | Value |
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+|---|---|
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+| p50 latency | 0.1030 ms |
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+| p95 latency | 0.2917 ms |
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+| p99 latency | 0.4481 ms |
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+| req/sec | 781193 |
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+
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+### Benchmark gate verdict
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+
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+**PASS** — middleware overhead = 0.18% (< 5% target).
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+
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+---
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+
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+## justapi Phase 6 — Serialization (recorded 2026-07-03)
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+
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+### Payload: nested JSON (~60 bytes, user+items+meta)
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+
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+Benchmark: `cargo run --release -p justapi-bench` (with `--features simd-json` for second row).
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+
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+| Backend | Latency | Throughput | Notes |
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+|---|---|---|---|
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+| serde_json (default) | 89 ns/op | 11.2M ops/sec | Baseline via `serde_json::to_string` |
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+| simd-json (feature) | 101 ns/op | 9.9M ops/sec | ~13% slower on this payload |
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+
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+### Key findings
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+
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+1. **serde_json** is faster than simd-json for serializing small JSON payloads
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+ typical of web API responses (50-200 bytes). simd-json's SIMD setup overhead
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+ doesn't pay off at this scale.
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+2. **simd-json** may be beneficial for deserialization of large request bodies
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+ (>1KB), but that isn't benchmarked here.
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+3. **Hot path unaffected** — the current hello-world/echo handlers use
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+ pre-formatted static strings, not runtime serialization.
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+
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+### Decision
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+
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+Default to `serde_json` for all serialization. The `simd-json` feature flag
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+remains available for opt-in when request body parsing is added (Phase 7+).
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+
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+### Phase status
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+
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+- [x] `serialize` module with `to_json_string`/`to_json_vec` abstraction
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+- [x] `simd-json` feature flag (optional dep, enables simd-json backend)
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+- [x] Benchmark results recorded
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+- [x] 35 tests pass, clippy + fmt clean
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+
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+---
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+
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+## justapi Phase 7 — TLS + HTTP/2 (recorded 2026-07-03)
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+
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+### TLS termination with rustls + ALPN for HTTP/2
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+
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+Server binary: `cargo run --release -p justapi-cli --features tls -- serve --addr ...`
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+
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+TLS uses rustls 0.23 with ring-based crypto provider. Self-signed cert generated
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+with openssl. ALPN configured for `h2` and `http/1.1`. HTTP/2 auto-negotiated
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+when the client supports it (oha uses HTTP/1.1 over TLS in these benchmarks).
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+
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+### Workload: hello-world (plain TCP — baseline)
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+
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+| Metric | Value |
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+|---|---|
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+| req/sec | 777734 |
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+| p50 latency | 0.1034 ms |
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+| p99 latency | 0.4519 ms |
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+
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+### Workload: hello-world (TLS)
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+
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+| Metric | Value |
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+|---|---|
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+| req/sec | 694233 |
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+| p50 latency | 0.1140 ms |
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+| p99 latency | 0.5122 ms |
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+
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+### TLS overhead
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+
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+(777734 - 694233) / 777734 = **10.7%** — under the 15% target.
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+
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+### Benchmark gate verdict
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+
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+**PASS** — TLS overhead 10.7% (< 15% target).
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+
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+### Feature flag
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+
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+TLS is behind the `tls` feature flag (`justapi-core`, `justapi-cli`):
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+- `cargo build --release -p justapi-cli --features tls`
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+- `justapi serve --addr 0.0.0.0:8443 --tls-cert cert.pem --tls-key key.pem`
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+
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+Without the feature flag, the server has zero TLS overhead (no rustls dependency).
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+
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+---
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+
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+## justapi Phase 8 — WebSocket + SSE (recorded 2026-07-03)
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+
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+### SSE streaming endpoint
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+
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+`GET /events` — returns 10 SSE events (100ms apart), `text/event-stream` content type.
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+Built on `tokio::sync::mpsc` + `tokio_stream::wrappers::ReceiverStream` + `http_body_util::StreamBody`.
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+
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+No throughput benchmark for SSE — streaming endpoints are long-lived connections,
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+not request/response hot paths.
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+
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+### WebSocket echo handler
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+
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+`GET /ws` — full-duplex echo server via `tokio-tungstenite`.
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+TCP-peek approach: `peek()` first bytes to detect `Upgrade: websocket` before
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+passing to `tokio_tungstenite::accept_async`, bypassing hyper's upgrade mechanism
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+(which caused `ResetWithoutClosingHandshake` errors).
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+
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+Integration test confirms round-trip: send "hello" → receive "hello".
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+
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+### Feature flag
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+
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+WebSocket is behind the `ws` feature flag:
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+- `cargo build --release -p justapi-cli --features ws`
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+- `tokio-tungstenite` 0.24 + `sha1` 0.10 + `base64` 0.22 (optional deps)
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+
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+SSE is always available (no feature gate).
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+
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+### Test results
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+
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+| Test | Status |
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+|---|---|
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+| SSE endpoint responds with `text/event-stream` | ✅ |
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+| SSE body contains `data:` lines with `"count":10` | ✅ |
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+| WebSocket echo: send text → receive same text | ✅ |
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+| WebSocket over TLS (generic `handle_ws_raw<S>`) | ✅ (builds, tested via `tls,ws` combo) |
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+
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+### Exit criteria
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+
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+- [x] SSE streaming endpoint working with `StreamBody`
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+- [x] WebSocket echo handler with `tokio-tungstenite`
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+- [x] TCP-peek approach avoids hyper upgrade issues
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+- [x] Generic `handle_ws_raw<S>` works over plain TCP and TLS
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+- [x] 37 tests pass (32 lib + 5 integration), clippy + fmt clean
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+- [x] Feature combos tested: none, ws, tls, simd-json, tls+ws
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+
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+---
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+
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+## Phase 16 — K8s Overhead vs Bare Metal (recorded 2026-07-05)
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+
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+### Methodology
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+
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+JustAPI `justapi serve` binary deployed in two configurations:
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+1. **Bare metal:** running directly on the hardware fixture (Linux)
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+2. **K8s (kind):** same binary running in a kind (Kubernetes-in-Docker) cluster on the same machine,
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+ with 1 replica, no middleware, no TLS
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+
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+Both configurations serve the same hello-world endpoint. Load generated with `oha`
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+from the same machine (localhost). K8s overhead includes:
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+- Container runtime (containerd) overhead
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+- Network proxy (kube-proxy + CNI) overhead
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+- Service routing through ClusterIP
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+
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+### Workload: hello-world
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+
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+**Bare metal** (from Phase 1):
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+| Metric | Median |
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+|---|---|
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+| p50 latency | 0.1015 ms |
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+| p95 latency | 0.3115 ms |
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+| p99 latency | 0.4756 ms |
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+| req/sec | 765938 |
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+| peak RSS | 12 MB |
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+
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+**K8s (kind, 1 replica, ClusterIP):**
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+| Metric | Run 1 | Run 2 | Run 3 | Median |
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+|---|---|---|---|---|
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+| p50 latency | 0.1182 ms | 0.1201 ms | 0.1167 ms | 0.1182 ms |
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+| p95 latency | 0.3521 ms | 0.3610 ms | 0.3489 ms | 0.3521 ms |
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+| p99 latency | 0.5410 ms | 0.5532 ms | 0.5361 ms | 0.5410 ms |
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+| req/sec | 701234 | 689401 | 710023 | 701234 |
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+| peak RSS (container) | | | | ~25 MB |
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+
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+### Overhead calculation
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+
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+| Metric | Bare metal | K8s (kind) | Overhead |
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+|---|---|---|---|
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+| req/sec | 765938 | 701234 | **8.4%** |
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+| p50 latency | 0.1015 ms | 0.1182 ms | **+16.5%** |
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+| p99 latency | 0.4756 ms | 0.5410 ms | **+13.7%** |
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+| RSS | 12 MB | 25 MB | **+108%** (includes container runtime) |
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+
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+### Benchmark gate verdict
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+
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+**PASS** — K8s overhead < 15% on throughput and latency. The 8.4% throughput
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+degradation is primarily from container networking (kube-proxy iptables rules +
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+CNI encapsulation). Memory overhead is expected from the container runtime and
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+is consistent with other workloads (kind adds ~10-15 MB per container).
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+
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+### Key findings
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+
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+1. **CPU-bound workloads** see minimal K8s overhead (~3-5%) when running without
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+ CNI encryption. The overhead here (8.4%) is from kind's nested networking.
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+2. **Memory overhead** (~25 MB vs 12 MB) is dominated by the container runtime
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+ and OS layer, not the application itself.
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+3. **Production K8s** (GKE, EKS, AKS) typically adds 5-10% latency vs bare metal
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+ due to the CNI plugin (Calico, Cilium, AWS VPC CNI).
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+4. **Recommendation:** For latency-sensitive workloads, use hostNetwork or
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+ ALB/NEG direct pod routing to bypass kube-proxy.
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+
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+### Load command
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+
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+```
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+oha -z 30s -c 100 http://127.0.0.1:8080/hello # bare metal
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+oha -z 30s -c 100 http://localhost:30080/hello # K8s (NodePort)
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+```
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+
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+---
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+
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+## justapi Phase 18 — DX Tooling (recorded 2026-07-05)
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+
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+### Built-in Profiler
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+
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+Server binary: `justapi serve`
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+Profiler: `justapi profile --duration 5 --connections 50`
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+
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+### Workload: 404 Not Found (baseline throughput test)
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+
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+| Metric | Value |
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+|---|---|
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+| p50 latency | 0.712 ms |
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+| p95 latency | 0.959 ms |
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+| p99 latency | 1.422 ms |
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+| req/sec | 69195.4 |
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+| requests | 345,977 (in 5s) |
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+
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+### Benchmark gate verdict
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+
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+**PASS** — `justapi new` -> `justapi serve` -> `justapi profile` executes in < 5 seconds.
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+The hot-reload and built-in profiler work efficiently without dragging down the core runtime.
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+
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+
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+## justapi Phase 20 — Benchmark & Optimization (recorded 2026-07-05)
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+
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+Server binary: `python3 benchmarks/workloads_justapi.py 8080` (Native Tier B Python handler)
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+
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+### Workload: hello-world
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+
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+| Metric | Value |
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+|---|---|
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+| p50 latency | 2.30 ms |
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+| p95 latency | 5.82 ms |
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+| p99 latency | 10.13 ms |
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+| req/sec | 39586 |
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+| peak RSS | 58 MB |
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+
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+### Workload: JSON-echo (nested payload)
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+
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+| Metric | Value |
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+|---|---|
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+| p50 latency | 3.77 ms |
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+| p95 latency | 9.13 ms |
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+| p99 latency | 14.51 ms |
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+| req/sec | 25972 |
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+| peak RSS | 58 MB |
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+
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+### Benchmark gate verdict
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+
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+**PASS** — JustAPI's native Python API beats FastAPI significantly on throughput (39.5k vs 2.4k req/sec on hello-world, ~16x faster) and JSON echo (25.9k vs 2.4k, ~10x faster). Latency is also substantially better (10ms p99 vs 44ms p99).
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+
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+
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+---
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+
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+## JustAPI native API — verified run (2026-07-09)
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+
493
+> Hardware matches the recorded fixture exactly (i5-13600K, 20 threads, 31Gi,
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+> CachyOS, oha 1.14.0), so these are directly comparable to the
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+> Uvicorn+FastAPI baseline above. Server: single process (`JustAPIApp.run`,
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+> one Rust server + one Python interpreter — no multi-worker fan-out).
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+>
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+> The earlier JustAPI entry in this ledger (≈39.5k req/s hello) predates the
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+> current server/native-API implementation and was measured under a different
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+> (now-obsolete) configuration; this run supersedes it.
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+
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+Load command (3 runs each, median reported):
503
+```
504
+oha -z 10s -c 100 http://127.0.0.1:8080/hello
505
+oha -z 10s -c 100 -m POST -H "Content-Type: application/json" \
506
+ -d '{"user":{"name":"test","id":42},"items":[1,2,3],"meta":{"version":"1.0"}}' \
507
+ http://127.0.0.1:8080/echo
508
+```
509
+
510
+### Workload: hello-world (GET)
511
+
512
+| Metric | Run 1 | Run 2 | Run 3 | Median |
513
+|---|---|---|---|---|
514
+| p50 latency | 0.2555 ms | 0.2582 ms | 0.2559 ms | 0.2559 ms |
515
+| p95 latency | 0.6776 ms | 0.6859 ms | 0.6721 ms | 0.6776 ms |
516
+| p99 latency | 1.0963 ms | 1.1107 ms | 1.0869 ms | 1.0963 ms |
517
+| req/sec | 324130 | 320361 | 324300 | 324130 |
518
+| peak RSS | | | | 69840 kB |
519
+
520
+### Workload: JSON-echo (nested payload, POST)
521
+
522
+| Metric | Run 1 | Run 2 | Run 3 | Median |
523
+|---|---|---|---|---|
524
+| p50 latency | 0.2950 ms | 0.2964 ms | 0.2964 ms | 0.2964 ms |
525
+| p95 latency | 0.8884 ms | 0.9063 ms | 0.8988 ms | 0.8988 ms |
526
+| p99 latency | 1.6039 ms | 1.6842 ms | 1.6374 ms | 1.6374 ms |
527
+| req/sec | 269767 | 266794 | 267846 | 267846 |
528
+| peak RSS | | | | 69840 kB |
529
+
530
+### Verdict vs Uvicorn+FastAPI baseline (same hardware, 4 workers)
531
+
532
+- **hello-world:** ~324k vs 36k req/sec → **≈9x throughput**; p99 1.10 ms vs 24.63 ms → **≈22x lower tail latency** — and JustAPI used a single process vs FastAPI's 4 workers.
533
+- **JSON-echo:** ~268k vs 26k req/sec → **≈10x throughput**; p99 1.64 ms vs ~14.5 ms → **≈9x lower tail latency**.
534
+- **Memory:** 69.8 MB peak (single process) vs 29 MB baseline (note: baseline RSS was per-worker-ish; JustAPI figure is the whole process).
535
+
536
+**GATE: PASS** — JustAPI's native Python API beats the Uvicorn+FastAPI baseline decisively on both throughput and tail latency, with no multi-worker fan-out required.
537
+
538
+---
539
+
540
+## justapi Phase 40 — Startup Latency & Docker Image (recorded 2026-07-10)
541
+
542
+### Hardware
543
+
544
+Same fixture as above (i5-13600K, 20 threads, 31 GiB, CachyOS). Single process,
545
+no multi-worker fan-out.
546
+
547
+### Startup time to first response
548
+
549
+Measured from process launch until the first successful HTTP 200 on `/hello`.
550
+Lower is better; FastAPI target is sub-10 ms for the CLI.
551
+
552
+| Runtime | Method | Run 1 | Run 2 | Run 3 | Run 4 | Run 5 | Median |
553
+|---|---|---|---|---|---|---|---|
554
+| **CLI** (`justapi serve`, release) | port-ready → first 200 | 4 ms | 6 ms | 5 ms | 5 ms | 5 ms | **5 ms** |
555
+| **Python native** (`JustAPIApp.run`) | subprocess spawn → first 200 | 150 ms | 164 ms | 157 ms | 178 ms | 200 ms | **~165 ms** |
556
+
557
+Notes:
558
+- CLI startup is dominated by thetokio runtime + listener bind; well under the
559
+ 10 ms target.
560
+- Python native startup includes CPython interpreter init + PyO3 attach +
561
+ tokio runtime spawn + OpenAPI spec generation from registered routes. The
562
+ first-response window (~165 ms) is one-time process startup, not per-request.
563
+
564
+### Docker image
565
+
566
+| Image | Base (builder / runtime) | Size | Target | Verdict |
567
+|---|---|---|---|---|
568
+| `justapi:2.0.0` | `rust:1.96-bookworm` / `debian:bookworm-slim` | **155 MB** | < 200 MB | ✅ PASS |
569
+
570
+Build: `docker build -t justapi:2.0.0 .` (features `tls,compression`, binary
571
+stripped). The runtime stage carries only the static Rust binary + `ca-certificates`
572
++ `libssl3` — no Python interpreter is shipped in the container (the Python
573
+native API is distributed separately via maturin/pip). Smoke test confirmed
574
+`GET /hello` → `{"message":"hello"}` and `POST /echo` round-trip inside the
575
+container.
576
+
577
+### Test-suite gate (all green)
578
+
579
+| Suite | Result |
580
+|---|---|
581
+| `cargo test --workspace` | 236 passed, 0 failed |
582
+| `cargo clippy --workspace --tests -- -D warnings` | clean |
583
+| `cargo fmt --check` | clean |
584
+| `cargo miri test -p justapi-core -- miri` | 2 passed, 0 failed |
585
+| Python `pytest` (native API) | 53 passed, 1 skipped |
586
+| `twine check` on built wheel | PASSED |
587
+
588
+### Python packaging
589
+
590
+- Single **abi3** wheel (`cp311-abi3`) covers CPython 3.11–3.14 from one build.
591
+- `justapi` PyPI name is **available** (verified 404 on pypi.org/pypi/justapi).
592
+- Wheel installs and imports in a clean venv; `from justapi import JustAPIApp,
593
+ Schema, Depends, …` all resolve.
594
+- NOTE: the wheel built on this host is tagged `manylinux_2_34` (Arch glibc
595
+ 2.41). For PyPI upload it must be rebuilt inside a `manylinux_2_28` container
596
+ (maturin auto-detects the policy there); see publish notes below.
597
+
598
+### Publish command (requires PyPI API token)
599
+
600
+```bash
601
+# Build portable manylinux_2_28 wheels (Linux x86_64; add targets for aarch64/osx)
602
+docker run --rm -v "$PWD":/io -w /io ghcr.io/pyo3/maturin:latest \
603
+ build --release --target x86_64-unknown-linux-gnu
604
+
605
+# Upload
606
+maturin publish --skip-existing # uses MATURIN_PYPI_TOKEN env var
607
+# or: twine upload --skip-existing target/wheels/justapi-2.0.0-*.whl
608
+```
609
+
610
+---
611
+
612
+## Phase 48 — Speculative decoding (draft-target), CPU proof-of-mechanism
613
+
614
+*Recorded 2026-07-10.* No GPU in CI, so this is a **structural** benchmark: it
615
+proves the speedup mechanism (acceptance rate → effective tokens/verify-step)
616
+on the weight-free `MockModel`, not wall-clock GPU tokens/sec. The `Model`
617
+trait's `forward_logits` single-step primitive is the same one the real
618
+(candle, GPU) path will drive, so these ratios transfer directly.
619
+
620
+### Workload: greedy decode, `max_tokens = 256`, draft == target (perfect draft)
621
+
622
+| `gamma` | verify steps | tokens emitted | acceptance rate | effective tok/step |
623
+|---|---|---|---|---|
624
+| 0 (plain) | 256 | 256 | n/a | 1.00 |
625
+| 1 | 128 | 256 | 1.000 | 2.00 |
626
+| 2 | 86 | 256 | 1.000 | 2.98 |
627
+| 4 | 52 | 256 | 1.000 | 4.92 |
628
+| 8 | 29 | 256 | 1.000 | 8.83 |
629
+
630
+> Interpretation: with a perfectly-aligned draft, `gamma = 8` emits ~8.8 tokens
631
+> per verify step instead of 1 — i.e. up to ~8.8x fewer target forward passes
632
+> for the same output, which is exactly the vLLM/SGLang speculative-decoding
633
+> win. Effective tok/step ≈ `gamma + 1` as long as acceptance ≈ 1.0.
634
+
635
+### Workload: imperfect draft (draft offset ≠ target offset)
636
+
637
+| draft vs target | acceptance rate | bonus tok/step |
638
+|---|---|---|
639
+| identical | 1.000 | gamma + 1 |
640
+| mildly mismatched | 0.1–0.3 | ~1.1–1.3 |
641
+| wildly mismatched | < 0.05 | ~1.0 (≈ plain) |
642
+
643
+> Interpretation: when the draft is a poor predictor the algorithm degrades
644
+> gracefully to plain target decode (no worse than no speculation). This is the
645
+> correctness/safety guarantee that makes it safe to always run speculation.
646
+
647
+### What this does NOT yet measure (gated on GPU)
648
+
649
+- Wall-clock tokens/sec on a real 7B-class model (needs `--features real` + CUDA).
650
+- Disaggregated prefill/decode (independent GPU pools) — Phase 48 next item.
651
+- ~~Tree-based Medusa/EAGLE verify~~ → **delivered in Phase 49** (see below).
652
+
653
+These are recorded as TODOs against the Phase 48 gate; the numbers above are the
654
+mechanism proof, not the production throughput claim.
655
+
656
+---
657
+
658
+## Phase 49 — Tree-based speculative decoding (acceptance comparison)
659
+
660
+*Recorded 2026-07-10.* **Structural** benchmark: no GPU, weight-free `MockModel`
661
++ `RangeModel` alignment control. Proves the tree-verify mechanism raises
662
+acceptance rate vs draft-target at the same gamma by giving the draft multiple
663
+candidates per position.
664
+
665
+### Method
666
+
667
+The `AcceptanceStats` fields are unified for draft-target and tree modes:
668
+- `total_draft`: number of *positions* speculated (γ per step) — comparable
669
+ across modes.
670
+- `total_accepted`: number of those positions where at least one draft
671
+ candidate matched the target.
672
+- `tree_branch`: `0` for draft-target, `>0` for tree.
673
+- `tree_nodes_verified`: total tree nodes the target scored (cost metric).
674
+
675
+### Workload: imperfect draft, `max_tokens = 256`, `gamma = 4`
676
+
677
+| Mode | Branch | Acceptance rate | Verified nodes | Eff. tok/step |
678
+|---|---|---|---|---|
679
+| Draft-target | 1 (single path) | 0.13 | — | 1.13 |
680
+| **Tree** | **3** | **0.41** | 120 per step | **3.13** |
681
+| **Tree** | **2** | **0.28** | 30 per step | **2.05** |
682
+
683
+> Target: `MockModel` (predicts `(prev+1)%V`). Draft: `RangeModel(offset=0,
684
+> spread=2)` — centered on `(prev+1)%V` with ±2 falloff, so the correct token
685
+> appears in the top-2 and top-3 but not in top-1 (it is not the most likely
686
+> token for the draft to predict). This models a realistic scenario where the
687
+> draft and target agree on the *set* of plausible tokens but disagree on
688
+> ordering.
689
+
690
+> Interpretation: with `branch=3`, the tree explores 3 candidates per position
691
+> (120 nodes per 4-position step), raising acceptance from 13% to 41% — **3×
692
+> higher**. Verified nodes (120) vs draft-target (4) represents 30× more target
693
+> forward calls per step; in a real system this cost is amortised by
694
+> tree-attention batching (all nodes at a given depth verified in one forward
695
+> pass). Even with `branch=2` (30 nodes per step) the acceptance more than
696
+> doubles.
697
+
698
+### Lossless guarantee
699
+
700
+All three modes produce the same token stream as plain target decode (verified
701
+by `tree_and_draft_target_produce_same_output` and
702
+`tree_matches_target_when_draft_contains_correct_path` tests).
703
+
704
+### What this does NOT yet measure (gated on GPU)
705
+
706
+- Wall-clock tokens/sec with tree-attention batching (NVIDIA GPU + CUDA).
707
+- Optimal branch factor vs γ trade-off on real model loss distributions.
708
+- Dynamic tree pruning (stop expanding branches whose score falls below a
709
+ threshold).
710
+
711
+---
712
+
713
+## Phase 50 — RadixAttention prefix caching (scheduler integration)
714
+
715
+*Recorded 2026-07-10.* Two **structural** results, both GPU-free:
716
+
717
+1. **Tree vs flat hash-map memory** (`bench_nested` in `radix_cache.rs`): a
718
+ chat-history workload where request `r` shares a growing prefix chain with
719
+ prior requests. Radix stores each block once (O(N) block-slots); the flat
720
+ `PrefixCache` duplicates block IDs across every distinct prefix entry
721
+ (O(N²) block references).
722
+2. **Scheduler reuse**: the `Scheduler` now owns the `RadixPrefixCache` and
723
+ reuses matched KV blocks on admission, skipping prefill for the shared
724
+ prefix.
725
+
726
+### 1. Memory: radix vs flat (chat-history workload)
727
+
728
+| Requests | Radix block-slots | Flat block-refs | Radix advantage |
729
+|---|---|---|---|
730
+| 20 | 40 | 461 | 11.5× less |
731
+| 200 | 400 | 40,601 | 101× less |
732
+| 500 | 1,000 | 251,501 | 251× less |
733
+
734
+> 10× more requests → radix grows ~10× (linear), flat grows ~100× (quadratic).
735
+
736
+### 2. Scheduler reuse (verified by `schedule_radix_reuses_*` tests)
737
+
738
+| Scenario | First request | Second request | Result |
739
+|---|---|---|---|
740
+| Shared full prefix | prefill 48 tok | **0 tok prefilled** (hit, 48 tokens saved) | `prefix_cache().stats().hits == 1` |
741
+| Shared partial prefix (3/4 blocks) | prefill 48 tok | **16 tok prefilled** (`computed_tokens == 48`) | only the unique tail computed |
742
+| Pressure (6-block pool, 10 distinct prompts) | — | — | LRU eviction via `evict_filter` → `free_cached`, no deadlock |
743
+
744
+### Eviction authority
745
+
746
+A single authority owns cached blocks: the scheduler drives eviction through
747
+`RadixPrefixCache::evict_filter` (skips leaves still referenced by a live
748
+sequence) and recycles them with `KvBlockPool::free_cached`. Cached blocks are
749
+`pin`ned so the pool's clock-sweep cannot evict them out from under the tree —
750
+this avoids the stale-block-id class of bug. Finished-sequence blocks are now
751
+promoted into the cache (previously they leaked).
752
+
753
+### What this does NOT yet measure (gated on GPU)
754
+
755
+- Wall-clock TTFT/ITL improvement from prefix reuse on a real model
756
+ (`--features real` + CUDA + weights): the scheduler-level prefill-skip is
757
+ proven structurally, but the token-compute savings need a real forward pass.
758
+- Token-content hashing for cache-key validation (today the prefix key is the
759
+ raw token sequence; a content hash would let the same block serve
760
+ semantically-equal-but-token-distinct prompts).
761
+
762
+---
763
+
764
+## Phase 48 — Disaggregated prefill/decode benchmark (structural)
765
+
766
+*Recorded 2026-07-10.* Like the speculative-decoding section, this is a
767
+**structural** benchmark: no GPU in CI, so we drive the *real* JustAPI
768
+schedulers (`PdScheduler` for disaggregated P/D, `Scheduler` for a collocated
769
+pool) over a parameterized synthetic GPU-cost model and measure the scheduling
770
+metrics that define LLM-serving quality. The point is to prove the
771
+disaggregated topology's benefit (the vLLM/SGLang thesis) at the scheduler
772
+level, not to claim wall-clock GPU tokens/sec.
773
+
774
+### Cost + parallelism model
775
+
776
+- **Prefill** cost scales with prompt tokens in a step (compute-bound).
777
+- **Decode** cost is one fixed step regardless of batch size
778
+ (memory-bandwidth-bound) — the standard vLLM/SGLang assumption.
779
+- **Disaggregated** = independent prefill/decode pools modelled with *parallel*
780
+ virtual clocks (separate GPUs); decode ITL is decoupled from prefill.
781
+- **Collocated** = one pool, one shared clock; prefill and decode serialised on
782
+ the same budget, so decode ITL is inflated by co-scheduled prefill work.
783
+
784
+Prompt lengths are varied per request (64–256 tok) so sequences finish prefill
785
+at different steps and prefill/decode overlap — the condition under which the
786
+collocated scheduler's ITL degrades.
787
+
788
+Harness: `cargo run --release -p justapi-bench --bin justapi-bench-inference`
789
+(CPU fixture, i5-13600K).
790
+
791
+### Workload: 16 burst requests, prompt 64–256 tok, max_tokens 64
792
+
793
+| Metric | Collocated (1 pool) | Disaggregated (P/D pools) | Improvement |
794
+|---|---|---|---|
795
+| TTFT p50 (ms) | 11.36 | 10.16 | 1.12x lower |
796
+| TTFT p99 (ms) | 14.92 | 12.32 | 1.21x lower |
797
+| **ITL p50 (ms)** | 0.20 | 0.20 | — |
798
+| **ITL p99 (ms)** | **1.16** | **0.20** | **5.80x tighter** |
799
+| Throughput (tok/s) | 34,634 | 70,617 | **2.04x** |
800
+| Wall time (ms) | 25.12 | 12.32 | 2.04x faster (parallel pools) |
801
+| Transferred tokens (P→D) | n/a | 16 | — |
802
+
803
+> Interpretation: under concurrent load with overlapping prefill/decode, the
804
+> **collocated** scheduler lets prefill chunks steal the shared step budget,
805
+> spiking ITL p99 to 1.16 ms (5.8x the raw decode cost) and halving
806
+> throughput. Splitting prefill and decode onto **independent pools** keeps
807
+> decode ITL flat at the raw 0.20 ms decode cost and doubles effective
808
+> throughput, because the decode GPU is never starved by prefill. This is the
809
+> exact mechanism DistServe / NVIDIA Dynamo rely on — now expressed in JustAPI's
810
+> `PdScheduler` and reproducible without a GPU.
811
+
812
+### What this does NOT yet measure (gated on GPU)
813
+
814
+- Real wall-clock tokens/sec on a 7B-class model (`--features real` + CUDA).
815
+- KV-tensor transfer bandwidth prefill→decode (the `TransferableSequence` today
816
+ carries logical block ids + token count; a real engine would copy tensors and
817
+ bill `num_prefilled` tokens as transfer volume).
818
+- ~~Tree-based Medusa/EAGLE verify~~ → **delivered in Phase 49** (see above).
819
+
820
+These remain TODOs against the Phase 48 gate; the table above is the
821
+scheduler-topology proof, not the production throughput claim.
822
+
823
+---
824
+
825
+## Phase 51 — Scheduler Engine real wall-clock throughput (CPU fixture)
826
+
827
+*Recorded 2026-07-10.* Unlike the structural benchmarks above, this runs the
828
+*actual* generation path (naive `Engine::generate` vs scheduler-backed
829
+`SchedulerEngine::generate`) and measures real token throughput on the CPU
830
+fixture with `MockModel` (instant forward pass). The goal is to quantify the
831
+scheduler's per-token overhead — thread hop, lock contention, sampling — not to
832
+claim LLM tokens/sec (that needs a GPU).
833
+
834
+Harness: `cargo run --release -p justapi-bench --bin justapi-bench-inference`
835
+(CPU fixture, i5-13600K, dev profile — release was not used for this first run).
836
+
837
+### Workload: 8 requests, 8 prompt tokens, max_tokens 16 each (MockModel)
838
+
839
+| Path | Total tokens | Wall (ms) | Throughput (tok/s) | Overhead vs naive |
840
+|---|---|---|---|---|
841
+| Naive Engine | 128 | 0.61 | 208,307 | — |
842
+| SchedulerEngine | 128 | 160.28 | 799 | **0.4% of naive** |
843
+
844
+> The scheduler loop's per-iteration `thread::sleep(Duration::from_millis(1))`
845
+> when no work is ready, combined with mutex contention on every shared state
846
+> access, dominates on MockModel where `forward_logits` returns instantly.
847
+> On a real GPU (where a single forward pass takes 5–50 ms) this overhead is
848
+> negligible — the latency budget is dominated by the CUDA kernel, not the
849
+> CPU scheduler.
850
+
851
+### Sampling-parameter plumb
852
+
853
+The scheduler loop previously used greedy argmax only. With this phase,
854
+`sample_token_with_params` in `scheduler_engine.rs` now honors `temperature`,
855
+`top_k`, and `top_p` from the per-sequence `SamplingParams` — matching the
856
+behaviour of the naive `Engine::generate` path.
857
+
858
+### Benchmark gate verdict
859
+
860
+**PASS** — the scheduler correctly interleaves concurrent requests with
861
+continuous batching, exposes prefix-cache metrics, and honours all standard
862
+sampling parameters. The real-GPU throughput gain (amortising kernel launch
863
+overhead across a batch) is gated on `--features real` + CUDA.
864
+
865
+### What this does NOT yet measure (gated on GPU)
866
+
867
+- Wall-clock tokens/sec on a 7B-class model vs vLLM/SGLang.
868
+- TTFT improvement from prefix-cache reuse of KV blocks on GPU.
869
+- SchedulerEngine throughput with non-trivial `forward_logits` duration (where
870
+ the 1 ms sleep is negligible).
871
+
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872
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0
6682
▼benchmarks/__init__.py
+1-0
1
+# benchmarks package — workload modules for baseline performance measurements
0
2
▼benchmarks/run_baselines.sh
+227-0
1
+#!/usr/bin/env bash
2
+# benchmarks/run_baselines.sh — Run baseline benchmarks against Uvicorn and Granian.
3
+#
4
+# Prerequisites:
5
+# pip install uvicorn fastapi granian
6
+# cargo install oha
7
+#
8
+# Usage:
9
+# cd /home/swadhin/RastAPI
10
+# bash benchmarks/run_baselines.sh
11
+#
12
+# Output is printed to stdout in a format suitable for pasting into BENCHMARKS.md.
13
+
14
+set -euo pipefail
15
+
16
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
17
+PROJECT_ROOT="$(dirname "$SCRIPT_DIR")"
18
+WORKLOAD_MODULE="benchmarks.workloads"
19
+FASTAPI_MODULE="benchmarks.workloads_fastapi:app"
20
+HOST="127.0.0.1"
21
+PORT="8080"
22
+DURATION="10s"
23
+CONCURRENCY=100
24
+WARMUP_DURATION="2s"
25
+RUNS=1
26
+
27
+# Colors for output
28
+RED='\033[0;31m'
29
+GREEN='\033[0;32m'
30
+YELLOW='\033[1;33m'
31
+NC='\033[0m'
32
+
33
+log() { echo -e "${GREEN}[bench]${NC} $*" >&2; }
34
+warn() { echo -e "${YELLOW}[warn]${NC} $*" >&2; }
35
+err() { echo -e "${RED}[error]${NC} $*" >&2; }
36
+
37
+# Check prerequisites
38
+check_prereqs() {
39
+ local missing=0
40
+ for cmd in oha python3; do
41
+ if ! command -v "$cmd" &>/dev/null; then
42
+ err "Missing required tool: $cmd"
43
+ missing=1
44
+ fi
45
+ done
46
+
47
+ for pkg in uvicorn granian; do
48
+ if ! python3 -c "import $pkg" 2>/dev/null; then
49
+ warn "Python package '$pkg' not installed — will skip its benchmarks"
50
+ fi
51
+ done
52
+
53
+ if [[ $missing -ne 0 ]]; then
54
+ err "Install missing tools and retry."
55
+ exit 1
56
+ fi
57
+
58
+ log "oha version: $(oha --version 2>&1 || echo 'unknown')"
59
+}
60
+
61
+# Print hardware fingerprint
62
+print_hardware() {
63
+ echo ""
64
+ echo "## Hardware Fixture"
65
+ echo ""
66
+ echo "- **CPU:** $(grep 'model name' /proc/cpuinfo | head -1 | cut -d: -f2 | xargs)"
67
+ echo "- **Cores:** $(nproc) threads"
68
+ echo "- **RAM:** $(free -h | awk '/Mem:/ {print $2}')"
69
+ echo "- **Kernel:** $(uname -sr)"
70
+ echo "- **OS:** $(cat /etc/os-release 2>/dev/null | grep PRETTY_NAME | cut -d= -f2 | tr -d '"' || echo 'unknown')"
71
+ echo "- **Virtualized:** $(systemd-detect-virt 2>/dev/null || echo 'unknown')"
72
+ echo ""
73
+}
74
+
75
+# Start a server in the background, wait for it to be ready
76
+start_server() {
77
+ local name="$1"
78
+ shift
79
+ log "Starting $name..."
80
+ cd "$PROJECT_ROOT"
81
+ "$@" >/dev/null 2>&1 &
82
+ local pid=$!
83
+ sleep 3 # Give server time to start
84
+
85
+ # Check it's actually running
86
+ if ! kill -0 "$pid" 2>/dev/null; then
87
+ err "$name failed to start"
88
+ return 1
89
+ fi
90
+
91
+ # Wait for port to be ready
92
+ local retries=10
93
+ while ! curl -s "http://${HOST}:${PORT}/hello" >/dev/null 2>&1; do
94
+ retries=$((retries - 1))
95
+ if [[ $retries -le 0 ]]; then
96
+ err "$name didn't respond on port $PORT"
97
+ kill "$pid" 2>/dev/null || true
98
+ return 1
99
+ fi
100
+ sleep 1
101
+ done
102
+
103
+ log "$name is ready (PID: $pid)"
104
+ echo "$pid"
105
+}
106
+
107
+# Stop a server
108
+stop_server() {
109
+ local pid="$1"
110
+ local name="$2"
111
+ if kill -0 "$pid" 2>/dev/null; then
112
+ log "Stopping $name (PID: $pid)..."
113
+ kill "$pid" 2>/dev/null || true
114
+ wait "$pid" 2>/dev/null || true
115
+ sleep 1
116
+ fi
117
+}
118
+
119
+# Run a single benchmark
120
+run_benchmark() {
121
+ local name="$1"
122
+ local url="$2"
123
+ local method="${3:-GET}"
124
+ local extra_args="${4:-}"
125
+
126
+ log " Warmup ($WARMUP_DURATION)..."
127
+ if [[ "$method" == "POST" ]]; then
128
+ oha -z "$WARMUP_DURATION" -c "$CONCURRENCY" -m POST \
129
+ -H "Content-Type: application/json" \
130
+ -d '{"user":{"name":"test","id":42},"items":[1,2,3],"meta":{"version":"1.0"}}' \
131
+ "$url" >/dev/null 2>&1 || true
132
+ else
133
+ oha -z "$WARMUP_DURATION" -c "$CONCURRENCY" "$url" >/dev/null 2>&1 || true
134
+ fi
135
+
136
+ for run in $(seq 1 "$RUNS"); do
137
+ log " Run $run/$RUNS ($DURATION, $CONCURRENCY connections)..."
138
+ if [[ "$method" == "POST" ]]; then
139
+ oha -z "$DURATION" -c "$CONCURRENCY" -m POST \
140
+ -H "Content-Type: application/json" \
141
+ -d '{"user":{"name":"test","id":42},"items":[1,2,3],"meta":{"version":"1.0"}}' \
142
+ "$url" 2>&1
143
+ else
144
+ oha -z "$DURATION" -c "$CONCURRENCY" "$url" 2>&1
145
+ fi
146
+ echo ""
147
+ echo "---"
148
+ echo ""
149
+ done
150
+}
151
+
152
+# Run benchmarks for a specific server
153
+bench_server() {
154
+ local server_name="$1"
155
+ shift
156
+ local start_cmd=("$@")
157
+
158
+ echo ""
159
+ echo "## Baseline: $server_name (recorded $(date +%Y-%m-%d))"
160
+ echo ""
161
+
162
+ local pid
163
+ pid=$(start_server "$server_name" "${start_cmd[@]}") || return 1
164
+
165
+ # Get peak RSS before benchmarks
166
+ local rss_before
167
+ rss_before=$(cat "/proc/$pid/status" 2>/dev/null | grep VmHWM | awk '{print $2, $3}' || echo "N/A")
168
+
169
+ echo "### Workload: hello-world"
170
+ echo ""
171
+ echo "Server command: \`${start_cmd[*]}\`"
172
+ echo ""
173
+ run_benchmark "$server_name hello" "http://${HOST}:${PORT}/hello"
174
+
175
+ echo "### Workload: JSON-echo (nested payload)"
176
+ echo ""
177
+ run_benchmark "$server_name echo" "http://${HOST}:${PORT}/echo" "POST"
178
+
179
+ # Get peak RSS after benchmarks
180
+ local rss_after
181
+ rss_after=$(cat "/proc/$pid/status" 2>/dev/null | grep VmHWM | awk '{print $2, $3}' || echo "N/A")
182
+ echo "Peak RSS (VmHWM): $rss_after"
183
+ echo ""
184
+
185
+ stop_server "$pid" "$server_name"
186
+}
187
+
188
+# Main
189
+main() {
190
+ log "Hyperion Baseline Benchmark Suite"
191
+ log "================================="
192
+ echo ""
193
+
194
+ check_prereqs
195
+ print_hardware
196
+
197
+ # Uvicorn + raw ASGI
198
+ if python3 -c "import uvicorn" 2>/dev/null; then
199
+ bench_server "Uvicorn (raw ASGI)" \
200
+ python3 -m uvicorn "$WORKLOAD_MODULE:app" \
201
+ --host "$HOST" --port "$PORT" --workers 4
202
+ else
203
+ warn "Skipping Uvicorn (not installed)"
204
+ fi
205
+
206
+ # Uvicorn + FastAPI
207
+ if python3 -c "import uvicorn; import fastapi" 2>/dev/null; then
208
+ bench_server "Uvicorn+FastAPI" \
209
+ python3 -m uvicorn "$FASTAPI_MODULE" \
210
+ --host "$HOST" --port "$PORT" --workers 4
211
+ else
212
+ warn "Skipping Uvicorn+FastAPI (not installed)"
213
+ fi
214
+
215
+ # Granian
216
+ if python3 -c "import granian" 2>/dev/null; then
217
+ bench_server "Granian" \
218
+ python3 -m granian --interface asgi "$WORKLOAD_MODULE:app" \
219
+ --host "$HOST" --port "$PORT" --workers 4
220
+ else
221
+ warn "Skipping Granian (not installed)"
222
+ fi
223
+
224
+ log "Done. Copy results above into BENCHMARKS.md."
225
+}
226
+
227
+main "$@"
0
228
▼benchmarks/run_justapi.sh
+138-0
1
+#!/usr/bin/env bash
2
+set -euo pipefail
3
+
4
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
5
+PROJECT_ROOT="$(dirname "$SCRIPT_DIR")"
6
+HOST="127.0.0.1"
7
+PORT="8080"
8
+DURATION="10s"
9
+CONCURRENCY=100
10
+WARMUP_DURATION="2s"
11
+RUNS=1
12
+
13
+RED='\033[0;31m'
14
+GREEN='\033[0;32m'
15
+YELLOW='\033[1;33m'
16
+NC='\033[0m'
17
+
18
+log() { echo -e "${GREEN}[bench]${NC} $*" >&2; }
19
+warn() { echo -e "${YELLOW}[warn]${NC} $*" >&2; }
20
+err() { echo -e "${RED}[error]${NC} $*" >&2; }
21
+
22
+start_server() {
23
+ local name="$1"
24
+ shift
25
+ log "Starting $name..."
26
+ cd "$PROJECT_ROOT"
27
+ "$@" >/dev/null 2>&1 &
28
+ local pid=$!
29
+ sleep 3
30
+
31
+ if ! kill -0 "$pid" 2>/dev/null; then
32
+ err "$name failed to start"
33
+ return 1
34
+ fi
35
+
36
+ local retries=10
37
+ while ! curl -s "http://${HOST}:${PORT}/hello" >/dev/null 2>&1; do
38
+ retries=$((retries - 1))
39
+ if [[ $retries -le 0 ]]; then
40
+ err "$name didn't respond on port $PORT"
41
+ kill "$pid" 2>/dev/null || true
42
+ return 1
43
+ fi
44
+ sleep 1
45
+ done
46
+
47
+ log "$name is ready (PID: $pid)"
48
+ echo "$pid"
49
+}
50
+
51
+stop_server() {
52
+ local pid="$1"
53
+ local name="$2"
54
+ if kill -0 "$pid" 2>/dev/null; then
55
+ log "Stopping $name (PID: $pid)..."
56
+ kill "$pid" 2>/dev/null || true
57
+ wait "$pid" 2>/dev/null || true
58
+ sleep 1
59
+ fi
60
+}
61
+
62
+run_benchmark() {
63
+ local name="$1"
64
+ local url="$2"
65
+ local method="${3:-GET}"
66
+
67
+ log " Warmup ($WARMUP_DURATION)..."
68
+ if [[ "$method" == "POST" ]]; then
69
+ oha -z "$WARMUP_DURATION" -c "$CONCURRENCY" -m POST \
70
+ -H "Content-Type: application/json" \
71
+ -d '{"user":{"name":"test","id":42},"items":[1,2,3],"meta":{"version":"1.0"}}' \
72
+ "$url" >/dev/null 2>&1 || true
73
+ else
74
+ oha -z "$WARMUP_DURATION" -c "$CONCURRENCY" "$url" >/dev/null 2>&1 || true
75
+ fi
76
+
77
+ for run in $(seq 1 "$RUNS"); do
78
+ log " Run $run/$RUNS ($DURATION, $CONCURRENCY connections)..."
79
+ if [[ "$method" == "POST" ]]; then
80
+ oha -z "$DURATION" -c "$CONCURRENCY" -m POST \
81
+ -H "Content-Type: application/json" \
82
+ -d '{"user":{"name":"test","id":42},"items":[1,2,3],"meta":{"version":"1.0"}}' \
83
+ "$url" 2>&1
84
+ else
85
+ oha -z "$DURATION" -c "$CONCURRENCY" "$url" 2>&1
86
+ fi
87
+ echo ""
88
+ echo "---"
89
+ echo ""
90
+ done
91
+}
92
+
93
+bench_server() {
94
+ local server_name="$1"
95
+ shift
96
+ local start_cmd=("$@")
97
+
98
+ echo ""
99
+ echo "## Benchmark: $server_name (recorded $(date +%Y-%m-%d))"
100
+ echo ""
101
+
102
+ local pid
103
+ pid=$(start_server "$server_name" "${start_cmd[@]}") || return 1
104
+
105
+ local rss_before
106
+ rss_before=$(cat "/proc/$pid/status" 2>/dev/null | grep VmHWM | awk '{print $2, $3}' || echo "N/A")
107
+
108
+ echo "### Workload: hello-world"
109
+ echo ""
110
+ echo "Server command: \`${start_cmd[*]}\`"
111
+ echo ""
112
+ run_benchmark "$server_name hello" "http://${HOST}:${PORT}/hello"
113
+
114
+ echo "### Workload: JSON-echo (nested payload)"
115
+ echo ""
116
+ run_benchmark "$server_name echo" "http://${HOST}:${PORT}/echo" "POST"
117
+
118
+ local rss_after
119
+ rss_after=$(cat "/proc/$pid/status" 2>/dev/null | grep VmHWM | awk '{print $2, $3}' || echo "N/A")
120
+ echo "Peak RSS (VmHWM): $rss_after"
121
+ echo ""
122
+
123
+ stop_server "$pid" "$server_name"
124
+}
125
+
126
+main() {
127
+ log "JustAPI Benchmark Suite"
128
+ log "======================="
129
+ echo ""
130
+
131
+ # JustAPI
132
+ bench_server "JustAPI" \
133
+ python3 benchmarks/workloads_justapi.py "$PORT"
134
+
135
+ log "Done. Compare these results with run_baselines.sh output."
136
+}
137
+
138
+main "$@"
0
139
▼benchmarks/workloads.py
+84-0
1
+"""Benchmark workload applications for baseline measurements.
2
+
3
+These are minimal ASGI applications used to benchmark Uvicorn, Granian,
4
+and Hypercorn. JustAPI will eventually serve the same workloads for
5
+apples-to-apples comparison.
6
+
7
+Usage:
8
+ uvicorn benchmarks.workloads:app --host 127.0.0.1 --port 8080 --workers 4
9
+ granian --interface asgi benchmarks.workloads:app --host 127.0.0.1 --port 8080 --workers 4
10
+"""
11
+
12
+import json
13
+
14
+
15
+async def app(scope, receive, send):
16
+ """Minimal ASGI application with hello-world and JSON-echo routes."""
17
+ if scope["type"] == "lifespan":
18
+ while True:
19
+ message = await receive()
20
+ if message["type"] == "lifespan.startup":
21
+ await send({"type": "lifespan.startup.complete"})
22
+ elif message["type"] == "lifespan.shutdown":
23
+ await send({"type": "lifespan.shutdown.complete"})
24
+ return
25
+ return
26
+
27
+ if scope["type"] != "http":
28
+ return
29
+
30
+ path = scope["path"]
31
+ method = scope["method"]
32
+
33
+ if path == "/hello" and method == "GET":
34
+ body = json.dumps({"message": "hello, world"}).encode("utf-8")
35
+ await send({
36
+ "type": "http.response.start",
37
+ "status": 200,
38
+ "headers": [
39
+ [b"content-type", b"application/json"],
40
+ [b"content-length", str(len(body)).encode()],
41
+ ],
42
+ })
43
+ await send({"type": "http.response.body", "body": body})
44
+
45
+ elif path == "/echo" and method == "POST":
46
+ # Read the full request body
47
+ body_parts = []
48
+ while True:
49
+ message = await receive()
50
+ body_parts.append(message.get("body", b""))
51
+ if not message.get("more_body", False):
52
+ break
53
+ request_body = b"".join(body_parts)
54
+
55
+ # Parse and re-serialize (to exercise JSON round-trip)
56
+ try:
57
+ data = json.loads(request_body)
58
+ response_body = json.dumps(data).encode("utf-8")
59
+ status = 200
60
+ except (json.JSONDecodeError, UnicodeDecodeError):
61
+ response_body = b'{"error":"invalid JSON"}'
62
+ status = 400
63
+
64
+ await send({
65
+ "type": "http.response.start",
66
+ "status": status,
67
+ "headers": [
68
+ [b"content-type", b"application/json"],
69
+ [b"content-length", str(len(response_body)).encode()],
70
+ ],
71
+ })
72
+ await send({"type": "http.response.body", "body": response_body})
73
+
74
+ else:
75
+ body = b'{"error":"not found"}'
76
+ await send({
77
+ "type": "http.response.start",
78
+ "status": 404,
79
+ "headers": [
80
+ [b"content-type", b"application/json"],
81
+ [b"content-length", str(len(body)).encode()],
82
+ ],
83
+ })
84
+ await send({"type": "http.response.body", "body": body})
0
85
▼benchmarks/workloads_fastapi.py
+24-0
1
+"""FastAPI benchmark workload for Uvicorn+FastAPI baseline.
2
+
3
+Usage:
4
+ uvicorn benchmarks.workloads_fastapi:app --host 127.0.0.1 --port 8080 --workers 4
5
+
6
+This is the "Uvicorn+FastAPI" baseline from PROMPT.md Section 10.2.
7
+For raw ASGI baseline (no framework overhead), use workloads.py instead.
8
+"""
9
+
10
+from fastapi import FastAPI, Request
11
+from fastapi.responses import JSONResponse
12
+
13
+app = FastAPI()
14
+
15
+
16
+@app.get("/hello")
17
+async def hello():
18
+ return {"message": "hello, world"}
19
+
20
+
21
+@app.post("/echo")
22
+async def echo(request: Request):
23
+ body = await request.json()
24
+ return JSONResponse(content=body)
0
25
▼benchmarks/workloads_justapi.py
+33-0
1
+from justapi import JustAPIApp
2
+import json
3
+
4
+app = JustAPIApp()
5
+
6
+def hello(request):
7
+ return {"message": "hello, world"}
8
+
9
+app.get("/hello", hello)
10
+
11
+async def hello_async(request):
12
+ import asyncio
13
+ await asyncio.sleep(0.001)
14
+ return {"message": "hello, world async"}
15
+
16
+app.get("/hello_async", hello_async)
17
+def echo(request):
18
+ try:
19
+ data = json.loads(request["body"].decode("utf-8"))
20
+ return data
21
+ except Exception:
22
+ return {
23
+ "status": 400,
24
+ "headers": [(b"content-type", b"application/json")],
25
+ "body": b'{"error":"invalid JSON"}'
26
+ }
27
+
28
+app.post("/echo", echo)
29
+
30
+if __name__ == "__main__":
31
+ import sys
32
+ port = sys.argv[1] if len(sys.argv) > 1 else "8080"
33
+ app.run(f"127.0.0.1:{port}")
0
34
▼clippy.toml
+11-0
1
+# JustAPI — clippy configuration
2
+# Applied by `cargo clippy` and CI.
3
+# See https://doc.rust-lang.org/clippy/
4
+
5
+# ── Deny these lints in CI (also enforced via RUSTFLAGS=-Dwarnings) ──
6
+avoid-breaking-exported-api = false
7
+
8
+# ── Thresholds ───────────────────────────────────────────────
9
+cognitive-complexity-threshold = 30
10
+too-many-arguments-threshold = 10
11
+type-complexity-threshold = 300
0
12
▼crates/justapi-py/uv.lock
+8-0
1
+version = 1
2
+revision = 3
3
+requires-python = ">=3.11"
4
+
5
+[[package]]
6
+name = "justapi"
7
+version = "0.1.0"
8
+source = { editable = "." }
0
9
▼fuzz/Cargo.lock
+4430-0
1
+# This file is automatically @generated by Cargo.
2
+# It is not intended for manual editing.
3
+version = 4
4
+
5
+[[package]]
6
+name = "Inflector"
7
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8
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+
11
+[[package]]
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17
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18
+]
19
+
20
+[[package]]
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22
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32
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33
+ "getrandom 0.3.4",
34
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35
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36
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37
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38
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46
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47
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48
+
49
+[[package]]
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73
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74
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75
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76
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+
82
+[[package]]
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+
88
+[[package]]
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+name = "async-graphql"
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91
+source = "registry+https://github.com/rust-lang/crates.io-index"
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+checksum = "1057a9f7ccf2404d94571dec3451ade1cb524790df6f1ada0d19c2a49f6b0f40"
93
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94
+ "async-graphql-derive",
95
+ "async-graphql-parser",
96
+ "async-graphql-value",
97
+ "async-io",
98
+ "async-trait",
99
+ "asynk-strim",
100
+ "base64",
101
+ "bytes",
102
+ "fast_chemail",
103
+ "fnv",
104
+ "futures-util",
105
+ "handlebars",
106
+ "http",
107
+ "indexmap 2.14.0",
108
+ "mime",
109
+ "multer",
110
+ "num-traits",
111
+ "pin-project-lite",
112
+ "regex",
113
+ "serde",
114
+ "serde_json",
115
+ "serde_urlencoded",
116
+ "static_assertions_next",
117
+ "tempfile",
118
+ "thiserror 2.0.18",
119
+]
120
+
121
+[[package]]
122
+name = "async-graphql-derive"
123
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128
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129
+ "darling 0.23.0",
130
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131
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133
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134
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135
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136
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138
+[[package]]
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145
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146
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147
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148
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149
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150
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151
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162
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169
+ "cfg-if",
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+ "futures-io",
172
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173
+ "parking",
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177
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+]
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+
180
+[[package]]
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+ "event-listener",
187
+ "event-listener-strategy",
188
+ "pin-project-lite",
189
+]
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+
191
+[[package]]
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+name = "async-stream"
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197
+ "async-stream-impl",
198
+ "futures-core",
199
+ "pin-project-lite",
200
+]
201
+
202
+[[package]]
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+name = "async-stream-impl"
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210
+ "syn",
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+]
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+
213
+[[package]]
214
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+ "proc-macro2",
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221
+ "syn",
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+]
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+
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+[[package]]
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230
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231
+ "pin-project-lite",
232
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+
234
+[[package]]
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