v0.2.0: third INFRA demo batch (9), per-direction tutorials, hash/compress benches, release metadata
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Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
This commit is contained in:
Jennifer Davis 2026-07-12 18:43:00 +00:00
parent c7602c4713
commit a5d981a2e4
42 changed files with 1588 additions and 16 deletions

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@ -32,6 +32,38 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
无。
## [0.2.0] - 2026-07-12
### Added — INFRA flagship demos, tutorials & performance evidenceINFRA 旗舰 demo、教程与性能证据
- feat(examples): second demo batch — `actor_worker_pool` (supervised
restart / routing / backpressure), `build_pipeline` (wave scheduling /
incremental rebuild / auto-bisect), `serialization_studio` (typed wire +
JSON round-trips / breaking-change detection), `dst_explorer`
(deterministic replay / DPOR / linearizability), `config_diff_ops`
(TOML/INI + diff3 + semver)(第二批 5 个 INFRA 端到端 demo
- feat(examples): third demo batch — `hash_integrity`SHA-2/3、BLAKE2b、
HMAC 防篡改、HKDF/PBKDF2、流式 == 一次性、xxHash 分片)、
`compress_workbench`DEFLATE/zlib/gzip/zstd/LZ4 压缩率对比、字典压缩、
损坏归档拒绝)、`time_scheduler`RFC 3339/2822、POSIX TZ 夏令时、
时间轮、工作窃取调度)、`resilience_gateway`(退避重试、熔断器、
令牌桶/滑动窗口、隔板、AIMD、对冲请求、`cli_devtool`(类型化校验、
拼写建议、help/补全生成)、`observability_kit`HDR 直方图、DDSketch、
span 追踪)、`text_editor_core`rope/piece table、Myers diff、
LRU/布隆/roaring、`parser_playground`表达式求值、JSON 错误恢复、
增量解析)、`pbt_fuzz_lab`(属性缩小、往返律、种子化图 fuzz——
20 directions now ship runnable end-to-end demos
- feat(bench): `benches/infra_hash_bench` (crypto digests vs fast hashes,
streaming == one-shot smoke) and `benches/infra_compress_bench`
(deflate/zstd/lz4 round-trip throughput, lossless smoke); native results
archived in `benches/results/infra-hash-compress-native-2026-07-12.md`
(新增哈希/压缩原生基准与结果归档)
- docs(tutorials): hands-on handbook for every direction —
`docs/tutorials/README.md` (EN) and `docs/zh/tutorials.md` (中文)
key APIs + runnable snippets + demo mapping
- docs(readme): bilingual demo overview tables now list all 20 runnable
example workflowsREADME 中英 demo 总览表补齐 20 条)
## [0.1.0] - 2026-07-12
### Added — Real OSM Playground & ecosystem真实 OSM Playground 与生态)
@ -246,5 +278,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
- Project adopts the "successor function" API philosophy from Rust's
`pathfinding` crate, with independent algorithm implementations.
[Unreleased]: https://github.com/Suquster/moonbit-pathfinding/compare/v0.0.1...HEAD
[Unreleased]: https://github.com/Suquster/moonbit-pathfinding/compare/v0.2.0...HEAD
[0.2.0]: https://github.com/Suquster/moonbit-pathfinding/compare/v0.1.0...v0.2.0
[0.1.0]: https://github.com/Suquster/moonbit-pathfinding/compare/v0.0.1...v0.1.0
[0.0.1]: https://github.com/Suquster/moonbit-pathfinding/releases/tag/v0.0.1

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@ -5,7 +5,7 @@
<!-- Tier-1 6 badges (per tasks.md 10.1): License / CI / Version / mooncakes.io / Playground / Formally verified -->
[![License: Apache-2.0](https://img.shields.io/badge/License-Apache--2.0-blue.svg)](./LICENSE)
[![CI](https://github.com/Suquster/moonbit-pathfinding/actions/workflows/ci.yml/badge.svg)](https://github.com/Suquster/moonbit-pathfinding/actions/workflows/ci.yml)
[![Version](https://img.shields.io/badge/version-v0.1.0-blue)](./CHANGELOG.md)
[![Version](https://img.shields.io/badge/version-v0.2.0-blue)](./CHANGELOG.md)
[![mooncakes.io](https://img.shields.io/badge/mooncakes.io-Suquster%2Fmoonbit--pathfinding-orange)](https://mooncakes.io/docs/Suquster/moonbit-pathfinding)
[![Playground](https://img.shields.io/badge/Playground-live-brightgreen)](https://suquster.github.io/moonbit-pathfinding/)
[![Executable contracts](https://img.shields.io/badge/proof_predicates-runtime_checked-yellow)](#formal-verification)
@ -34,7 +34,7 @@
CH → Hub Labels → PHAST) plus 20 infra directions, published on
[mooncakes.io](https://mooncakes.io/docs/Suquster/moonbit-pathfinding)
with a [live in-browser playground](https://suquster.github.io/moonbit-pathfinding/).
2. **An engineering benchmark for the ecosystem** — 3331 tests across four
2. **An engineering benchmark for the ecosystem** — 3339 tests across four
backends (wasm-gc / native / js / wasm), executable proof predicates,
executable README (`moon test README.mbt.md`), DST + differential PBT,
zero-warning `--deny-warn` CI gates, and a published
@ -197,6 +197,15 @@ stories instead of isolated snippets — pathfinding and INFRA directions alike:
| Serialization studio | `moon run examples/serialization_studio` | serialization | .proto parse/validate, typed wire + JSON round-trips, canonical bytes, breaking-change detection, codegen |
| DST explorer | `moon run examples/dst_explorer` | dst | Seeded deterministic replays, partition/crash fault injection, DPOR exploration, shrinking, linearizability checking |
| Config & diff ops | `moon run examples/config_diff_ops` | infra_config + infra_diff | TOML/INI parsing, unified diffs, patch apply/revert, diff3 merge with conflicts, semver gates |
| Hash integrity | `moon run examples/hash_integrity` | infra_hash | SHA-2/SHA-3/BLAKE2b digests (sha256 matches `sha256sum`), HMAC tamper detection, HKDF/PBKDF2 key derivation, streaming == one-shot, xxHash sharding |
| Compress workbench | `moon run examples/compress_workbench` | infra_compress | DEFLATE/zlib/gzip/zstd/LZ4 ratio shoot-out, lossless round-trips, dictionary compression, corrupted-archive rejection |
| Time scheduler | `moon run examples/time_scheduler` | infra_time + infra_timer | RFC 3339/2822 + strftime, civil arithmetic, POSIX TZ DST rules, duration round-trip, timer wheel, work-stealing scheduler with real steals |
| Resilience gateway | `moon run examples/resilience_gateway` | infra_resilience | Capped backoff + retry, circuit-breaker state machine, token bucket vs sliding window, bulkhead, AIMD, hedged requests |
| CLI devtool | `moon run examples/cli_devtool` | infra_cli | Subcommand parsing with defaults, typed validation with choices, typo suggestions, bundled shorts, generated help + bash completion |
| Observability kit | `moon run examples/observability_kit` | infra_metrics | HDR histogram tail percentiles, mergeable DDSketch quantiles, span tracer with total vs self time |
| Text editor core | `moon run examples/text_editor_core` | infra_text + infra_ds | Rope + piece-table edits converge, graphemes/display width, Myers diff, LRU eviction, bloom filter, roaring-bitmap intersection |
| Parser playground | `moon run examples/parser_playground` | parser_combinator | Precedence-correct expression eval, JSON with rendered error positions, error recovery diagnostics, incremental chunked parsing |
| PBT & fuzz lab | `moon run examples/pbt_fuzz_lab` | infra_pbt + infra_fuzz | Property checking, shrinking to boundary counterexample (500), distribution stats, round-trip laws, seeded graph fuzzing + structural shrinking |
Verify all example outputs with checked markers:
@ -209,6 +218,10 @@ Latest evidence:
and
[`docs/examples/latest-examples-run.json`](./docs/examples/latest-examples-run.json).
Hands-on tutorials for every direction (key APIs + minimal snippets + the
demo that exercises them): [`docs/tutorials/README.md`](./docs/tutorials/README.md)
(中文版: [`docs/zh/tutorials.md`](./docs/zh/tutorials.md)).
---
## Release Readiness

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@ -4,7 +4,7 @@
[![License: Apache-2.0](https://img.shields.io/badge/License-Apache--2.0-blue.svg)](./LICENSE)
[![CI](https://github.com/Suquster/moonbit-pathfinding/actions/workflows/ci.yml/badge.svg)](https://github.com/Suquster/moonbit-pathfinding/actions/workflows/ci.yml)
[![Version](https://img.shields.io/badge/version-v0.1.0-blue)](./CHANGELOG.md)
[![Version](https://img.shields.io/badge/version-v0.2.0-blue)](./CHANGELOG.md)
[![mooncakes.io](https://img.shields.io/badge/mooncakes.io-Suquster%2Fmoonbit--pathfinding-orange)](https://mooncakes.io/docs/Suquster/moonbit-pathfinding)
[![Playground](https://img.shields.io/badge/Playground-live-brightgreen)](https://suquster.github.io/moonbit-pathfinding/)
[![Executable contracts](https://img.shields.io/badge/proof_predicates-runtime_checked-yellow)](#formal-verification)
@ -24,7 +24,7 @@
BFS → A\* → JPS → ALT → CH → Hub Labels → PHAST+ 20 个 INFRA 方向,
已发布 [mooncakes.io](https://mooncakes.io/docs/Suquster/moonbit-pathfinding)
并提供[打开即玩的浏览器 playground](https://suquster.github.io/moonbit-pathfinding/)。
2. **生态工程标杆** — 3331 个测试跨四后端wasm-gc / native / js / wasm
2. **生态工程标杆** — 3339 个测试跨四后端wasm-gc / native / js / wasm
可执行 proof predicates、可执行 README`moon test README.mbt.md`)、
DST + 差分 PBT、零警告 `--deny-warn` CI 门禁,以及已发布的
[对标 Rust `pathfinding` crate 正面对比](./benches/results/latest-rust-comparison.md)
@ -138,6 +138,15 @@ path = [0, 1, 2, 3]
| 序列化工作台 | `moon run examples/serialization_studio` | serialization | .proto 解析校验、类型化二进制/JSON 往返、规范字节、破坏性变更检测、代码生成 |
| DST 探索器 | `moon run examples/dst_explorer` | dst | 种子确定性重放、分区/崩溃注错、DPOR 探索、缩小最小复现、线性一致性检查 |
| 配置与差分运维 | `moon run examples/config_diff_ops` | infra_config + infra_diff | TOML/INI 解析、统一 diff、补丁应用/回退、diff3 三方合并冲突、semver 门禁 |
| 哈希完整性 | `moon run examples/hash_integrity` | infra_hash | SHA-2/SHA-3/BLAKE2b 摘要sha256 与 `sha256sum` 一致、HMAC 防篡改、HKDF/PBKDF2 派生、流式 == 一次性、xxHash 分片 |
| 压缩工作台 | `moon run examples/compress_workbench` | infra_compress | DEFLATE/zlib/gzip/zstd/LZ4 压缩率对比、无损往返、字典压缩、损坏归档拒绝 |
| 时间调度器 | `moon run examples/time_scheduler` | infra_time + infra_timer | RFC 3339/2822 + strftime、公历运算、POSIX TZ 夏令时、时长往返、时间轮、工作窃取调度(真实 steal 计数) |
| 韧性网关 | `moon run examples/resilience_gateway` | infra_resilience | 封顶退避重试、熔断器状态机、令牌桶 vs 滑动窗口、隔板、AIMD、对冲请求 |
| CLI 开发工具 | `moon run examples/cli_devtool` | infra_cli | 子命令解析与默认值、带 choices 的类型化校验、拼写建议、短参展开、生成 help + bash 补全 |
| 观测套件 | `moon run examples/observability_kit` | infra_metrics | HDR 直方图尾部分位数、可合并 DDSketch 分位数、span 追踪 total vs self 时间 |
| 文本编辑器内核 | `moon run examples/text_editor_core` | infra_text + infra_ds | Rope 与 piece table 编辑收敛、字素/显示宽度、Myers 差分、LRU 淘汰、布隆过滤器、roaring 位图求交 |
| 解析器演练场 | `moon run examples/parser_playground` | parser_combinator | 优先级正确的表达式求值、JSON 精确错误位置渲染、错误恢复诊断、增量分块解析 |
| PBT 与 fuzz 实验室 | `moon run examples/pbt_fuzz_lab` | infra_pbt + infra_fuzz | 属性检查、缩小到边界反例500、分布统计、往返律、种子化图 fuzz 与结构缩小 |
一键验证示例输出 marker
@ -150,6 +159,10 @@ pwsh -NoLogo -NoProfile -ExecutionPolicy Bypass -File scripts\examples_guard.ps1
[`docs/examples/latest-examples-run.json`](./docs/examples/latest-examples-run.json)。
各方向上手教程(关键 API + 最小片段 + 对应 demo
[`docs/zh/tutorials.md`](./docs/zh/tutorials.md)(英文完整版
[`docs/tutorials/README.md`](./docs/tutorials/README.md))。
---
## 发布就绪 · Release Readiness

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@ -0,0 +1,48 @@
// infra_compress_bench.mbt —— 压缩方向基准DEFLATE / zstd(entropy) /
// LZ4 在重复性日志负载上的压缩 + 解压 round-trip 吞吐对比,
// smoke 校验三者均无损。
///|
fn cb_log_payload(lines : Int) -> Array[Int] {
let sb = StringBuilder::new()
for i in 0..<lines {
sb.write_string(
"2026-07-12T18:0\{i % 10}:0\{i % 6}Z INFO handled path=/api/v\{i % 3}/route status=200 rt=\{i % 40}ms\n",
)
}
@codec.utf8_bytes_of_string(sb.to_string())
}
///|
test "smoke: all codecs round-trip losslessly" {
let data = cb_log_payload(64)
let n = data.length()
assert_true(@compress.inflate(@compress.deflate(data)) == Some(data))
assert_true(
@compress.zstd_decompress(@compress.zstd_compress_entropy(data, true), n) ==
Some(data),
)
assert_true(
@compress.lz4_decompress(@compress.lz4_compress(data), n) == Some(data),
)
}
///|
test "bench: compress + decompress round-trip throughput" (b : @bench.T) {
for lines in [64, 512] {
let data = cb_log_payload(lines)
let n = data.length()
b.bench(name="deflate_roundtrip_\{n}B", fn() {
let c = @compress.deflate(data)
b.keep(@compress.inflate(c))
})
b.bench(name="zstd_roundtrip_\{n}B", fn() {
let c = @compress.zstd_compress_entropy(data, false)
b.keep(@compress.zstd_decompress(c, n))
})
b.bench(name="lz4_roundtrip_\{n}B", fn() {
let c = @compress.lz4_compress(data)
b.keep(@compress.lz4_decompress(c, n))
})
}
}

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@ -0,0 +1,12 @@
// Package: benches/infra_compress_bench
//
// 压缩方向基准DEFLATE / zstd(entropy) / LZ4 在重复性日志负载上的
// 压缩 + 解压 round-trip 吞吐与压缩率对比。
//
// 运行命令native 前置 `export LIBRARY_PATH=/usr/lib64:/usr/lib`
// moon bench -p benches/infra_compress_bench --target native
import {
"moonbitlang/core/bench",
"Suquster/moonbit-pathfinding/src/infra_compress" @compress,
"Suquster/moonbit-pathfinding/src/infra_codec" @codec,
}

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@ -0,0 +1,13 @@
// Generated using `moon info`, DON'T EDIT IT
package "Suquster/moonbit-pathfinding/benches/infra_compress_bench"
// Values
// Errors
// Types and methods
// Type aliases
// Traits

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@ -0,0 +1,49 @@
// infra_hash_bench.mbt —— 哈希方向基准SHA-256 加密摘要 vs
// xxHash64 / FNV-1a / CRC32 快速哈希在同一确定性负载上的吞吐对比,
// 以及流式分块与一次性摘要的等价校验。
///|
fn hb_payload(n : Int, seed : Int) -> Array[Int] {
let out : Array[Int] = []
let mut s = seed
for _ in 0..<n {
s = (s * 1103515245 + 12345) & 0x7FFFFFFF
out.push(s % 256)
}
out
}
///|
test "smoke: digests agree between streaming and one-shot" {
let data = hb_payload(4096, 20260712)
let one = @hash.sha256(data)
let head : Array[Int] = []
let tail : Array[Int] = []
for i in 0..<4096 {
if i < 2048 {
head.push(data[i])
} else {
tail.push(data[i])
}
}
let h = @hash.Sha256Hasher::new()
h.update(head)
h.update(tail)
assert_eq(@hash.digest_hex(h.finalize()), @hash.digest_hex(one))
let c = @hash.Crc32Hasher::new()
c.update(data)
assert_eq(c.finalize(), @hash.crc32(data))
}
///|
test "bench: crypto digest vs fast non-crypto hashes" (b : @bench.T) {
for n in [1024, 16384] {
let data = hb_payload(n, 20260712)
b.bench(name="sha256_\{n}", fn() { b.keep(@hash.sha256(data)) })
b.bench(name="sha3_256_\{n}", fn() { b.keep(@hash.sha3_256(data)) })
b.bench(name="blake2b_\{n}", fn() { b.keep(@hash.blake2b(data)) })
b.bench(name="xxhash64_\{n}", fn() { b.keep(@hash.xxhash64(data, 42)) })
b.bench(name="fnv1a_64_\{n}", fn() { b.keep(@hash.fnv1a_64(data)) })
b.bench(name="crc32_\{n}", fn() { b.keep(@hash.crc32(data)) })
}
}

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@ -0,0 +1,12 @@
// Package: benches/infra_hash_bench
//
// 哈希方向基准加密摘要SHA-256吞吐 vs 快速非加密哈希
// xxHash64 / FNV-1a / CRC32在同一负载上的相对开销
// 以及流式 SHA-256 与一次性调用的等价性能。
//
// 运行命令native 前置 `export LIBRARY_PATH=/usr/lib64:/usr/lib`
// moon bench -p benches/infra_hash_bench --target native
import {
"moonbitlang/core/bench",
"Suquster/moonbit-pathfinding/src/infra_hash" @hash,
}

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@ -0,0 +1,13 @@
// Generated using `moon info`, DON'T EDIT IT
package "Suquster/moonbit-pathfinding/benches/infra_hash_bench"
// Values
// Errors
// Types and methods
// Type aliases
// Traits

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@ -0,0 +1,52 @@
# INFRA hash / compress native benchmarks — 2026-07-12
- Toolchain: moon 0.1.20260703 (native backend, release)
- Command:
`export LIBRARY_PATH=/usr/lib64:/usr/lib && moon bench -p benches/infra_hash_bench --target native`
and `moon bench -p benches/infra_compress_bench --target native`
- Payloads are deterministic (seeded LCG bytes for hashing; repetitive
structured log text for compression), so runs are reproducible.
## Hashing: crypto digests vs fast non-crypto hashes
`benches/infra_hash_bench` — one-shot digest over the same byte payload.
| name | time (mean ± σ) | range (min … max) |
|---|---|---|
| sha256_1024 | 5.57 µs ± 19.13 ns | 5.54 µs … 5.59 µs |
| sha3_256_1024 | 23.10 µs ± 42.43 ns | 23.06 µs … 23.18 µs |
| blake2b_1024 | 10.29 µs ± 276.23 ns | 9.96 µs … 10.66 µs |
| xxhash64_1024 | 680.25 ns ± 0.24 ns | 679.85 ns … 680.62 ns |
| fnv1a_64_1024 | 996.79 ns ± 0.66 ns | 996.18 ns … 997.87 ns |
| crc32_1024 | 2.04 µs ± 0.90 ns | 2.04 µs … 2.04 µs |
| sha256_16384 | 80.18 µs ± 2.14 µs | 78.86 µs … 84.59 µs |
| sha3_256_16384 | 348.40 µs ± 786.41 ns | 347.68 µs … 350.35 µs |
| blake2b_16384 | 153.84 µs ± 287.37 ns | 153.36 µs … 154.36 µs |
| xxhash64_16384 | 10.63 µs ± 11.89 ns | 10.62 µs … 10.66 µs |
| fnv1a_64_16384 | 16.45 µs ± 23.54 ns | 16.43 µs … 16.50 µs |
| crc32_16384 | 33.46 µs ± 870.00 ns | 32.89 µs … 34.85 µs |
Reading: at 16 KiB, xxHash64 is ~7.5× faster than SHA-256 and ~33× faster
than SHA3-256 — use non-crypto hashes for sharding/dedup keys and crypto
digests only where integrity/authentication matters. The smoke test in the
same package proves streaming (`Sha256Hasher`/`Crc32Hasher`) equals one-shot.
## Compression: compress + decompress round-trip
`benches/infra_compress_bench` — full round-trip (compress then decompress)
on repetitive log text; smoke test asserts all three are lossless.
| name | time (mean ± σ) | range (min … max) |
|---|---|---|
| deflate_roundtrip_4588B | 77.08 µs ± 280.67 ns | 76.74 µs … 77.52 µs |
| zstd_roundtrip_4588B | 168.45 µs ± 208.90 ns | 168.10 µs … 168.80 µs |
| lz4_roundtrip_4588B | 10.83 µs ± 44.70 ns | 10.76 µs … 10.89 µs |
| deflate_roundtrip_36734B | 360.15 µs ± 11.79 µs | 346.09 µs … 373.87 µs |
| zstd_roundtrip_36734B | 323.31 µs ± 1.28 µs | 321.15 µs … 325.01 µs |
| lz4_roundtrip_36734B | 70.53 µs ± 197.55 ns | 70.32 µs … 70.94 µs |
Reading: LZ4 is the speed king (~7× faster round-trip than DEFLATE at 36 KB)
at a lower compression ratio; zstd's entropy path scales better than DEFLATE
as payloads grow (faster at 36 KB despite losing at 4.5 KB). For ratio
numbers on the same class of payload, see `moon run examples/compress_workbench`
(deflate ≈46‰, zstd ≈44‰, lz4 ≈48‰ on a 2 880-byte log payload).

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@ -138,11 +138,14 @@ then import `"Suquster/moonbit-pathfinding/src/directed"` in your
perfect-maze generator + A\* solver CLI.
The repository also treats its INFRA directions as first-class citizens,
not side quests: each ships a runnable end-to-end workflow under
`examples/` (`moon run examples/actor_worker_pool`, `build_pipeline`,
`serialization_studio`, `dst_explorer`, `config_diff_ops`,
`mini_compiler_pipeline`, `regex_toolkit`, `log_pipeline`), backed by the
same test/bench/acceptance gates as the pathfinding core.
not side quests: all 20 directions ship runnable end-to-end workflows under
`examples/` — from `actor_worker_pool`, `build_pipeline`,
`serialization_studio`, `dst_explorer` and `config_diff_ops` to
`hash_integrity`, `compress_workbench`, `time_scheduler`,
`resilience_gateway`, `cli_devtool`, `observability_kit`,
`text_editor_core`, `parser_playground` and `pbt_fuzz_lab` — backed by the
same test/bench/acceptance gates as the pathfinding core, with per-direction
tutorials in `docs/tutorials/README.md`.
## Takeaways for MoonBit library authors

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# Hands-on Tutorials — every direction, by example
Each section below is a five-minute tutorial for one direction of the
library: the key public APIs, a minimal snippet you can paste into a
`is-main` package, and the runnable demo that exercises the full workflow.
All snippets are drawn from the demos under `examples/`, so they compile
and run as shown. Run any demo with:
```bash
moon run examples/<name>
```
The pathfinding core is covered by the executable docs in
[`docs/zh/algorithms/`](../zh/algorithms/README.md); this handbook focuses on
the INFRA directions that ship alongside it.
## 1. Pathfinding (BFS / Dijkstra / A*)
Demos: `examples/maze_solver`, `examples/network_routing`,
`examples/eight_puzzle`.
```moonbit
let result = @pathfinding.dijkstra(
start,
fn(n) { neighbors_of(n) }, // (N) -> Array[(N, W)]
fn(n) { n == goal },
)
```
Nodes can be any `Eq + Hash` type, weights any `Weight + Compare` type.
See the per-algorithm executable docs for BFS/A*/JPS/CH/ALT and more.
## 2. Mini compiler (`src/mini_compiler`)
Demo: `examples/mini_compiler_pipeline` — lexer → parser → HM type
inference → optimizer → bytecode VM with tail-call optimization,
interpreter differential testing, and JS emission from one source program.
## 3. Regex engine (`src/regex_engine`)
Demo: `examples/regex_toolkit` — named captures, `replace_all` redaction,
`split`, and linear-time matching (ReDoS-resistant NFA simulation).
## 4. Structured logging (`src/logging`)
Demo: `examples/log_pipeline` — trace spans with W3C `traceparent`
propagation, JSON/logfmt/pretty renderers, PII redaction, env-filter.
## 5. Actors (`src/actor`)
Demo: `examples/actor_worker_pool`.
```moonbit
let sys = @actor.ActorSystem::new()
// supervised pool: faults trigger restart per SupervisorSpec
// routing: round-robin / random / consistent-hash
// bounded mailboxes give natural backpressure
```
## 6. Build tool (`src/build_tool`)
Demo: `examples/build_pipeline` — rule parsing, parallel wave scheduling,
minimal incremental rebuilds (dirty closure), cached execution, auto-bisect
for first-bad-commit search.
## 7. Serialization (`src/serialization`)
Demo: `examples/serialization_studio``.proto` parse/validate, typed
wire + JSON round-trips, canonical bytes, breaking-change detection.
## 8. Deterministic simulation testing (`src/dst`)
Demo: `examples/dst_explorer` — seeded deterministic replays,
partition/crash fault injection, DPOR exploration, shrinking,
linearizability checking.
## 9. Config + diff (`src/infra_config`, `src/infra_diff`)
Demo: `examples/config_diff_ops` — TOML/INI parsing, unified diffs, patch
apply/revert, diff3 three-way merge with conflict detection, SemVer gates.
## 10. Hashing (`src/infra_hash`)
Demo: `examples/hash_integrity`.
```moonbit
@hash.sha256_hex(artifact) // matches sha256sum
let tag = @hash.hmac_sha256(key, message) // authentication tag
let okm = @hash.hkdf(ikm, salt, info, 32) // key derivation
let dk = @hash.pbkdf2_hmac_sha256(pw, salt, 1000, 32)
let h = @hash.Sha256Hasher::new() // streaming == one-shot
h.update(chunk1); h.update(chunk2); h.finalize()
let shard = (@hash.xxhash64(bytes, 42) % 3UL).to_int()
```
Rule of thumb (see `benches/results/infra-hash-compress-native-2026-07-12.md`):
xxHash64 is ~7.5× faster than SHA-256 at 16 KiB — use non-crypto hashes for
sharding, crypto digests for integrity.
## 11. Compression (`src/infra_compress`)
Demo: `examples/compress_workbench`.
```moonbit
let c = @compress.deflate(data) // smallest here (46‰)
@compress.inflate(c) == Some(data) // lossless
let zs = @compress.zstd_compress_entropy(data, true)
let zd = @compress.zlib_compress_with_dict(small, dict) // shared dict wins on tiny payloads
@compress.gzip_decompress(corrupted) is None // CRC rejects tampering
```
LZ4 is ~7× faster round-trip than DEFLATE at 36 KB; zstd's entropy path
scales best as payloads grow.
## 12. Time + timers (`src/infra_time`, `src/infra_timer`)
Demo: `examples/time_scheduler`.
```moonbit
let dt = @time.parse_iso8601("2026-07-12T18:30:00.250Z").unwrap()
@time.format_rfc2822(dt, 0)
let rule = @time.parse_posix_tz("EST5EDT,M3.2.0/2,M11.1.0/2").unwrap()
let (offset, name) = @time.tz_offset_at(rule, dt) // seconds, "EDT"
let d = @time.parse_duration("2h30m").unwrap() // Go-style durations
let wheel = @timer.TimerWheel::new() // hierarchical wheel
let ws = @timer.WorkStealingScheduler::new(4) // real steal counts
```
## 13. Resilience (`src/infra_resilience`)
Demo: `examples/resilience_gateway`.
```moonbit
let (ok, attempts) = @res.retry_run(policy, fn(i) { call(i) })
let cb = @res.CircuitBreaker::create(3, 1000) // Closed→Open→HalfOpen→Closed
let tb = @res.TokenBucket::create(3, 1)
let bh = @res.Bulkhead::create(2, 1) // slots + queue
let aimd = @res.AimdLimiter::create(10, 1, 100) // initial, min, max
let fire = @res.hedge_schedule(policy) // hedged requests
```
## 14. CLI (`src/infra_cli`)
Demo: `examples/cli_devtool` — subcommands, typed validation with choices,
`suggest_option` typo hints, bundled short flags, `help_text`, and
`completion_bash` generation.
## 15. Metrics (`src/infra_metrics`)
Demo: `examples/observability_kit`.
```moonbit
let h = @metrics.HdrHistogram::new(3)
h.record(latency_ms)
h.value_at_percentile(99.9)
let s1 = @metrics.DDSketch::new(0.01) // mergeable across shards
s1.merge_with(s2)
let tracer = @metrics.SpanTracer::new() // total vs self time per span
```
## 16. Text + data structures (`src/infra_text`, `src/infra_ds`)
Demo: `examples/text_editor_core`.
```moonbit
let rope = @text.Rope::from_string(src)
rope.delete(12, 16) // half-open [lo, hi)
rope.insert(12, "println(\"hi\")")
rope.line_col_at(offset)
@text.grapheme_count("héllo 世界") // 8; display_width counts CJK as 2
let ops = @text.myers_diff(before, after)
let lru = @ds.LruCache::create(2)
let bloom = @ds.BloomFilter::create(1024, 3)
let bitmap = @ds.RoaringBitmap::new()
```
Note `PieceTable::delete(off, count)` takes a count while
`Rope::delete(lo, hi)` takes a half-open range.
## 17. Parser combinators (`src/parser_combinator`)
Demo: `examples/parser_playground`.
```moonbit
@pc.parse_and_eval("2 ^ 3 ^ 2") // 512 — right-assoc power, correct precedence
let json = @pc.parse_json(src) // errors carry rendered caret positions
let (value, errors) = @pc.parse_json_recover(bad) // recovery diagnostics
let g = @pc.lift(parser)
let step = g.run_incremental(chunk1) // NeedMore, not a false failure
let result = @pc.drive(step, [chunk2, chunk3], closed=true)
```
## 18. PBT + fuzzing (`src/infra_pbt`, `src/infra_fuzz`)
Demo: `examples/pbt_fuzz_lab`.
```moonbit
@pbt.holds_for_all(@pbt.gen_int_range(0, 1000), fn(n) { n + n == 2 * n })
let r = @pbt.check_with_shrink(gen, prop, @pbt.shrink_int) // minimal counterexample
@pbt.round_trip(gen, encode, decode) // encode/decode law
let g = @fuzz.fuzz_graph_gen(5, 42) // seeded, reproducible graphs
@fuzz.shrink_fuzz_graph(failing) // structurally smaller candidates
```
## Benchmarks and evidence
- Algorithm + INFRA native benchmarks live under `benches/`; results under
[`benches/results/`](../../benches/results/).
- Example outputs are guarded by `scripts/examples_guard.ps1`; latest
evidence in [`docs/examples/latest-examples-run.md`](../examples/latest-examples-run.md).
- Full acceptance gate: `bash scripts/acceptance.sh`.

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# 上手教程 —— 每个方向五分钟
英文完整版见 [`docs/tutorials/README.md`](../tutorials/README.md)。本页按方向给出
关键 API、最小片段与对应可运行 demo片段均取自 `examples/` 下真实代码,可编译
可运行)。任一 demo 用 `moon run examples/<名称>` 运行。
寻路核心算法的可执行文档见 [`docs/zh/algorithms/`](./algorithms/README.md)。
| 方向 | demo | 关键 API |
|---|---|---|
| 寻路核心 | maze_solver / network_routing / eight_puzzle | `dijkstra(start, neighbors, is_goal)`,节点任意 `Eq + Hash` 类型 |
| 迷你编译器 | mini_compiler_pipeline | 词法→语法→HM 推断→优化→字节码 VM+TCO、解释器差分、JS 发射 |
| 正则引擎 | regex_toolkit | 命名捕获、`replace_all`、`split`、线性时间抗 ReDoS |
| 结构化日志 | log_pipeline | trace span + W3C traceparent、JSON/logfmt/pretty、PII 脱敏 |
| Actor | actor_worker_pool | 监督重启(`SupervisorSpec`)、路由策略、有界邮箱背压 |
| 构建工具 | build_pipeline | 波次调度、脏闭包增量重建、缓存执行、auto-bisect |
| 序列化 | serialization_studio | .proto 解析、二进制/JSON 往返、破坏性变更检测 |
| DST | dst_explorer | 种子确定性重放、DPOR、缩小、线性一致性 |
| 配置+差分 | config_diff_ops | TOML/INI、统一 diff、patch 应用/回退、diff3、semver |
| 哈希 | hash_integrity | `sha256_hex`(与 sha256sum 一致)、`hmac_sha256`、`hkdf`、`pbkdf2_hmac_sha256`、流式 `Sha256Hasher`、`xxhash64` 分片 |
| 压缩 | compress_workbench | `deflate`/`zstd_compress_entropy`/`lz4_compress` 无损往返、`zlib_compress_with_dict` 字典、损坏 CRC 拒绝 |
| 时间+定时器 | time_scheduler | `parse_iso8601`、`parse_posix_tz` 夏令时、`parse_duration("2h30m")`、`TimerWheel`、`WorkStealingScheduler` |
| 韧性原语 | resilience_gateway | `retry_run` 封顶退避、`CircuitBreaker` 状态机、`TokenBucket`/`SlidingWindowLimiter`、`Bulkhead`、`AimdLimiter::create(initial, min, max)`、`hedge_schedule` |
| CLI | cli_devtool | 子命令解析、类型化校验 + choices、`suggest_option` 拼写建议、`help_text`、`completion_bash` |
| 指标 | observability_kit | `HdrHistogram` 尾部分位数、可合并 `DDSketch`、`SpanTracer` total vs self |
| 文本+数据结构 | text_editor_core | `Rope::delete(lo, hi)` 半开区间(`PieceTable::delete(off, count)` 是计数)、`grapheme_count`、`myers_diff`、`LruCache`、`BloomFilter`、`RoaringBitmap` |
| 解析器组合子 | parser_playground | `parse_and_eval`(优先级/结合性正确)、`parse_json_recover` 错误恢复、`run_incremental` + `drive` 增量解析 |
| PBT + fuzz | pbt_fuzz_lab | `holds_for_all`、`check_with_shrink` 最小反例、`round_trip` 往返律、`fuzz_graph_gen` 种子化图、`shrink_fuzz_graph` |
## 性能证据
- 哈希/压缩原生基准(含解读):
[`benches/results/infra-hash-compress-native-2026-07-12.md`](../../benches/results/infra-hash-compress-native-2026-07-12.md)
—— 16 KiB 下 xxHash64 比 SHA-256 快约 7.5×36 KB 下 LZ4 往返比 DEFLATE 快约 7×
- 其余方向基准见 `benches/`timer/metrics/text/parser/codec/actor/dst 等),
结果归档于 `benches/results/`
- 全量门禁:`bash scripts/acceptance.sh`。

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@ -8,7 +8,7 @@
| 参赛赛道 | MoonBit × CCF 开源创新大赛 |
| 作品仓库GitLink | https://www.gitlink.org.cn/Taoyouce/moonbit-pathfinding |
| GitHub 镜像 | https://github.com/Suquster/moonbit-pathfinding |
| 包发布mooncakes.io | https://mooncakes.io/docs/Suquster/moonbit-pathfinding `moon add Suquster/moonbit-pathfinding`,当前版本 v0.1.0 |
| 包发布mooncakes.io | https://mooncakes.io/docs/Suquster/moonbit-pathfinding `moon add Suquster/moonbit-pathfinding`,当前版本 v0.2.0 |
| 开源许可 | Apache-2.0 |
| 开发语言 | MoonBit |
@ -155,12 +155,15 @@ Rust `pathfinding` crate v4.11.0 公开 API + 预构建邻接表,`cargo --rele
## 七、用户体验
- **低摩擦安装**`moon add Suquster/moonbit-pathfinding` 一行安装(已发布
mooncakes.io v0.1.0)。
mooncakes.io v0.2.0)。
- **交互式 Playground**:网格寻路可视化,由 `src/` 同一算法库编译为 wasm-gc 驱动。
- **可执行文档**README 示例即测试,复制即可运行。
- **全方向可运行 demo**11`moon run examples/...` 端到端工作流,寻路
- **全方向可运行 demo**20`moon run examples/...` 端到端工作流,寻路
(迷宫 / 路由 / 八数码)与 INFRA迷你编译器 / 正则 / 日志 / actor /
构建工具 / 序列化 / DST / 配置与 diff各方向同等闭环。
构建工具 / 序列化 / DST / 配置与 diff / 哈希 / 压缩 / 时间与定时器 /
韧性原语 / CLI / 指标观测 / 文本与数据结构 / 解析器组合子 / PBT 与
fuzz各方向同等闭环配套各方向上手教程
`docs/tutorials/README.md` 与 `docs/zh/tutorials.md`)。
- **AI-agent 友好**:后继函数式 API + `docs/AI_AGENT_USAGE.md` 用量指南。
---
@ -192,4 +195,4 @@ FIPS 规范对拍对象为权威参考实现CPython、Go stdlib、python-l
---
*本申报书对应作品版本 v0.1.0,仓库与 mooncakes 包均已公开同步。*
*本申报书对应作品版本 v0.2.0,仓库与 mooncakes 包均已公开同步。*

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@ -0,0 +1,93 @@
// examples/cli_devtool — runnable demonstration of the `src/infra_cli`
// direction as a deploy-tool CLI: declare a command with a subcommand,
// parse args with defaults and bundled shorts, validate typed values with
// choices, suggest fixes for typos, and emit help + bash completion.
//
// Run with:
// moon run examples/cli_devtool
///|
fn deploy_command() -> @cli.Command {
{
name: "shipit",
about: "deploy services to a cluster",
specs: [
@cli.flag_spec("verbose", "v", "enable verbose logging"),
@cli.value_spec("region", "r", "target region", Some("us-east-1")),
],
subcommands: [
{
name: "deploy",
about: "roll out a service version",
specs: [
@cli.value_spec("service", "s", "service name", None),
@cli.value_spec("replicas", "n", "replica count", Some("2")),
@cli.value_spec("env", "e", "target environment", Some("staging")),
@cli.flag_spec("dry-run", "d", "plan only, no changes"),
],
subcommands: [],
},
],
}
}
///|
fn main {
let cmd = deploy_command()
println("=== 1. parse a realistic invocation ===")
let argv = [
"deploy", "--service", "router", "-n", "4", "--env", "prod", "--dry-run",
]
match @cli.parse(cmd, argv) {
Ok(parsed) => {
println("command path : \{parsed.command_path.join(" ")}")
let svc = parsed.value_of("service").unwrap_or("?")
println("service : \{svc}")
match parsed.int_of("replicas") {
Ok(n) => println("replicas : \{n} (typed Int64)")
Err(e) => println("replicas err : \{e}")
}
println("dry-run flag : \{parsed.has_flag("dry-run")}")
let region = parsed.value_of("region").unwrap_or("us-east-1")
println("region : \{region} (default applies)")
println("")
println("=== 2. typed validation with choices ===")
let errors = @cli.validate_rules(parsed, [
@cli.rule("replicas", required=true, vtype=VInt),
@cli.rule("env", required=true, choices=["staging", "prod"]),
])
println("rule errors : \{errors.length()} (all rules satisfied)")
}
Err(e) => println("parse error: \{e}")
}
println("")
println("=== 3. helpful failure: unknown flag + typo suggestion ===")
match @cli.parse(cmd, ["deploy", "--servcie", "router"]) {
Ok(_) => println("unexpectedly parsed")
Err(e) => {
println("error : \{e}")
match @cli.suggest_option("servcie", ["service", "replicas", "env"]) {
Some(s) => println("did you mean : --\{s}")
None => println("no suggestion")
}
}
}
println("")
println("=== 4. bundled short flags expand ===")
let expanded = @cli.expand_bundled_shorts(["-vd"], [
@cli.flag_spec("verbose", "v", ""),
@cli.flag_spec("dry-run", "d", ""),
])
println("-vd expands to: \{expanded.join(" ")}")
println("")
println("=== 5. generated help ===")
println(@cli.help_text(cmd))
println("=== 6. bash completion (first lines) ===")
let script = @cli.completion_bash(cmd)
let lines = script.split("\n").collect()
let upto = if lines.length() < 6 { lines.length() } else { 6 }
for i in 0..<upto {
println(lines[i].to_owned())
}
println("... (\{lines.length()} lines total)")
}

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@ -0,0 +1,16 @@
// Runnable example: cli_devtool
//
// CLI argument-parsing toolchain with the `src/infra_cli` direction:
// subcommands, flags/values with defaults, typed validation, typo
// suggestions via Damerau-Levenshtein, help text, and shell completions.
//
// Run with:
// moon run examples/cli_devtool
import {
"Suquster/moonbit-pathfinding/src/infra_cli" @cli,
}
options(
"is-main": true,
)

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@ -0,0 +1,13 @@
// Generated using `moon info`, DON'T EDIT IT
package "Suquster/moonbit-pathfinding/examples/cli_devtool"
// Values
// Errors
// Types and methods
// Type aliases
// Traits

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// examples/compress_workbench — runnable demonstration of the
// `src/infra_compress` direction as a log-shipping workflow: compress a
// repetitive log payload with DEFLATE / zlib / gzip / zstd / LZ4, compare
// ratios, verify lossless round-trips, exploit shared dictionaries for
// small payloads, and reject corrupted archives.
//
// Run with:
// moon run examples/compress_workbench
///|
fn build_log_payload() -> Array[Int] {
let sb = StringBuilder::new()
for i in 0..<40 {
sb.write_string(
"2026-07-12T18:0\{i % 10}:00Z INFO request handled path=/api/v1/route status=200\n",
)
}
@codec.utf8_bytes_of_string(sb.to_string())
}
///|
fn ratio_permille(compressed : Int, original : Int) -> Int {
compressed * 1000 / original
}
///|
fn main {
let data = build_log_payload()
let n = data.length()
println("=== 1. codec shoot-out on a \{n}-byte log payload ===")
let df = @compress.deflate(data)
let zl = @compress.zlib_compress(data)
let gz = @compress.gzip_compress(data)
let zs = @compress.zstd_compress_entropy(data, true)
let lz = @compress.lz4_compress(data)
println(
"deflate: \{df.length()} bytes (\{ratio_permille(df.length(), n)}‰)",
)
println(
"zlib : \{zl.length()} bytes (\{ratio_permille(zl.length(), n)}‰)",
)
println(
"gzip : \{gz.length()} bytes (\{ratio_permille(gz.length(), n)}‰)",
)
println(
"zstd : \{zs.length()} bytes (\{ratio_permille(zs.length(), n)}‰)",
)
println(
"lz4 : \{lz.length()} bytes (\{ratio_permille(lz.length(), n)}‰)",
)
println("")
println("=== 2. lossless round-trips ===")
println("inflate(deflate) == input: \{@compress.inflate(df) == Some(data)}")
println(
"zlib_decompress == input: \{@compress.zlib_decompress(zl) == Some(data)}",
)
println(
"gzip_decompress == input: \{@compress.gzip_decompress(gz) == Some(data)}",
)
println(
"zstd_decompress == input: \{@compress.zstd_decompress(zs, n) == Some(data)}",
)
println(
"lz4_decompress == input: \{@compress.lz4_decompress(lz, n) == Some(data)}",
)
let frame = @compress.lz4_frame_compress(data)
println(
"lz4 frame decode == input: \{@compress.lz4_frame_decompress(frame, n) == Some(data)}",
)
println("")
println("=== 3. dictionary compression for small payloads ===")
let dict = @codec.utf8_bytes_of_string(
"INFO request handled path=/api/v1/route status=200",
)
let small = @codec.utf8_bytes_of_string(
"INFO request handled path=/api/v1/route status=200 rt=3ms",
)
let plain = @compress.zlib_compress(small)
let with_dict = @compress.zlib_compress_with_dict(small, dict)
println("zlib plain : \{plain.length()} bytes")
println("zlib with dict: \{with_dict.length()} bytes")
println(
"dict round-trip ok: \{@compress.zlib_decompress_with_dict(with_dict, dict) == Some(small)}",
)
println("")
println("=== 4. corrupted archives are rejected, not mis-decoded ===")
let bad = gz.copy()
bad[bad.length() - 1] = (bad[bad.length() - 1] + 1) % 256
let bad_verdict = match @compress.gzip_decompress(bad) {
Some(_) => "accepted (unexpected)"
None => "rejected"
}
println("gzip with flipped CRC byte -> \{bad_verdict}")
let truncated = zl.copy()
let _ = truncated.pop()
let trunc_verdict = match @compress.zlib_decompress(truncated) {
Some(_) => "accepted (unexpected)"
None => "rejected"
}
println("zlib truncated by 1 byte -> \{trunc_verdict}")
}

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@ -0,0 +1,17 @@
// Runnable example: compress_workbench
//
// Compression workbench with the `src/infra_compress` direction:
// DEFLATE / zlib / gzip / zstd / LZ4 round-trips with ratios, dictionary
// compression, and corrupted-input rejection.
//
// Run with:
// moon run examples/compress_workbench
import {
"Suquster/moonbit-pathfinding/src/infra_compress" @compress,
"Suquster/moonbit-pathfinding/src/infra_codec" @codec,
}
options(
"is-main": true,
)

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@ -0,0 +1,13 @@
// Generated using `moon info`, DON'T EDIT IT
package "Suquster/moonbit-pathfinding/examples/compress_workbench"
// Values
// Errors
// Types and methods
// Type aliases
// Traits

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// examples/hash_integrity — runnable demonstration of the `src/infra_hash`
// direction as a realistic artifact-integrity workflow: digest a release
// artifact with the SHA-2 / SHA-3 / BLAKE2b families, authenticate it with
// HMAC, derive session keys via HKDF, stretch a password via PBKDF2,
// checksum streams incrementally, and pick fast non-crypto hashes for
// hash-table sharding.
//
// Run with:
// moon run examples/hash_integrity
///|
fn main {
let artifact = "moonbit-pathfinding-v0.1.0.tar"
println("=== 1. release artifact digests (hex) ===")
println("sha256 : \{@hash.sha256_hex(artifact)}")
println("sha512 : \{@hash.sha512_hex(artifact)}")
println("sha3-256: \{@hash.sha3_256_hex(artifact)}")
println("blake2b : \{@hash.blake2b_hex(artifact)}")
println("md5 : \{@hash.md5_hex(artifact)} (legacy, display only)")
println("")
println("=== 2. HMAC authentication of a manifest ===")
let key = @hash.utf8_bytes("release-signing-key")
let manifest = @hash.utf8_bytes("name=pathfinding;version=0.1.0")
let tag = @hash.hmac_sha256(key, manifest)
println("hmac-sha256: \{@hash.digest_hex(tag)}")
let tampered = @hash.utf8_bytes("name=pathfinding;version=9.9.9")
let tag2 = @hash.hmac_sha256(key, tampered)
println("tamper detected (tags differ): \{tag != tag2}")
println("")
println("=== 3. HKDF session keys from a shared secret ===")
let ikm = @hash.utf8_bytes("shared-ecdh-secret")
let salt = @hash.utf8_bytes("handshake-salt")
let info = @hash.utf8_bytes("session-encryption")
match @hash.hkdf(ikm, salt, info, 32) {
Some(okm) => println("hkdf-sha256 (32B): \{@hash.digest_hex(okm)}")
None => println("hkdf failed")
}
println("")
println("=== 4. PBKDF2 password stretching ===")
let pw = @hash.utf8_bytes("correct horse battery staple")
let pw_salt = @hash.utf8_bytes("per-user-salt")
match @hash.pbkdf2_hmac_sha256(pw, pw_salt, 1000, 32) {
Some(dk) => println("pbkdf2 (1000 iters, 32B): \{@hash.digest_hex(dk)}")
None => println("pbkdf2 failed")
}
println("")
println("=== 5. streaming checksum equals one-shot ===")
let whole = @hash.utf8_bytes("chunk-a|chunk-b|chunk-c")
let one_shot = @hash.crc32(whole)
let h = @hash.Crc32Hasher::new()
h.update(@hash.utf8_bytes("chunk-a|"))
h.update(@hash.utf8_bytes("chunk-b|"))
h.update(@hash.utf8_bytes("chunk-c"))
let streamed = h.finalize()
println("crc32 one-shot : \{one_shot}")
println("crc32 streamed : \{streamed} (equal: \{one_shot == streamed})")
let sh = @hash.Sha256Hasher::new()
sh.update(@hash.utf8_bytes("chunk-a|chunk-b|"))
sh.update(@hash.utf8_bytes("chunk-c"))
let sha_stream = sh.finalize()
println("sha256 streamed == one-shot: \{sha_stream == @hash.sha256(whole)}")
println("")
println("=== 6. fast non-crypto hashes for sharding ===")
let keys = ["user-1", "user-2", "user-3", "user-4"]
for k in keys {
let b = @hash.utf8_bytes(k)
let shard = (@hash.xxhash64(b, 42) % 3UL).to_int()
println(
"\{k}: xxh64 shard #\{shard}, fnv1a=\{@hash.fnv1a_32(b)}, murmur3=\{@hash.murmur3_32(b, 0)}",
)
}
}

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// Runnable example: hash_integrity
//
// Hashing / MAC / KDF toolchain with the `src/infra_hash` direction:
// FIPS digests (SHA-2 / SHA-3 / BLAKE2b / MD5 / SHA-1), HMAC, HKDF,
// PBKDF2, streaming hashers, and fast non-crypto hashes for tables.
//
// Run with:
// moon run examples/hash_integrity
import {
"Suquster/moonbit-pathfinding/src/infra_hash" @hash,
}
options(
"is-main": true,
)

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// Generated using `moon info`, DON'T EDIT IT
package "Suquster/moonbit-pathfinding/examples/hash_integrity"
// Values
// Errors
// Types and methods
// Type aliases
// Traits

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// Runnable example: observability_kit
//
// Metrics toolchain with the `src/infra_metrics` direction: HDR histogram
// latency percentiles, mergeable DDSketch quantiles with bounded relative
// error, and a span tracer with self/total time aggregation.
//
// Run with:
// moon run examples/observability_kit
import {
"Suquster/moonbit-pathfinding/src/infra_metrics" @metrics,
}
options(
"is-main": true,
)

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// examples/observability_kit — runnable demonstration of the
// `src/infra_metrics` direction as a service-latency dashboard: record
// request latencies into an HDR histogram, read tail percentiles, merge
// per-shard DDSketches with bounded relative error, and profile a request
// with a span tracer (total vs self time).
//
// Run with:
// moon run examples/observability_kit
///|
fn main {
println("=== 1. HDR histogram latency percentiles ===")
let hdr = @metrics.HdrHistogram::new(3)
// simulate 1000 requests: mostly fast, a slow tail
for i in 0..<1000 {
let latency = if i % 100 == 0 {
(900 + i / 10).to_int64() // 1% slow outliers
} else {
(10 + i % 40).to_int64() // 10-49 ms steady state
}
hdr.record(latency)
}
println("count : \{hdr.count()}, max: \{hdr.max_value()} ms")
for p in [50.0, 90.0, 99.0, 99.9] {
match hdr.value_at_percentile(p) {
Some(v) => println("p\{p} : \{v} ms")
None => println("p\{p} : n/a")
}
}
println("")
println("=== 2. mergeable DDSketch across shards ===")
let shard_a = @metrics.DDSketch::new(0.01)
let shard_b = @metrics.DDSketch::new(0.01)
for i in 0..<500 {
shard_a.add(10.0 + (i % 50).to_double())
shard_b.add(200.0 + (i % 300).to_double())
}
shard_a.merge_with(shard_b)
println(
"merged count : \{shard_a.count()} (error bound \{shard_a.error_bound()})",
)
match shard_a.quantile(0.5) {
Some(q) => println("merged p50 : \{q}")
None => println("merged p50 : n/a")
}
match shard_a.quantile(0.99) {
Some(q) => println("merged p99 : \{q}")
None => println("merged p99 : n/a")
}
println("")
println("=== 3. span tracer: total vs self time ===")
let tracer = @metrics.SpanTracer::new()
let root = tracer.start("handle_request", 0)
let _db = tracer.start("db_query", 10)
let _ = tracer.end(60) // db_query: 50ms
let _render = tracer.start("render", 65)
let _ = tracer.end(90) // render: 25ms
let _ = tracer.end(100) // handle_request: 100ms total
println("finished spans: \{tracer.finished_count()}")
for name in tracer.stat_names() {
match tracer.stat(name) {
Some((calls, total, self_time)) =>
println(
"\{name}: calls=\{calls}, total=\{total}ms, self=\{self_time}ms",
)
None => ()
}
}
let children = tracer.children_of(root)
println("root has \{children.length()} child spans")
}

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// Generated using `moon info`, DON'T EDIT IT
package "Suquster/moonbit-pathfinding/examples/observability_kit"
// Values
// Errors
// Types and methods
// Type aliases
// Traits

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// Runnable example: parser_playground
//
// Parser-combinator toolchain with the `src/parser_combinator` direction:
// arithmetic expression parsing and evaluation, JSON parsing with error
// rendering, error recovery, and incremental (streaming) parsing.
//
// Run with:
// moon run examples/parser_playground
import {
"Suquster/moonbit-pathfinding/src/parser_combinator" @pc,
}
options(
"is-main": true,
)

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// examples/parser_playground — runnable demonstration of the
// `src/parser_combinator` direction as a language-tooling workflow: parse
// and evaluate arithmetic with correct precedence/associativity, parse
// JSON with precise error positions, recover from malformed JSON while
// collecting diagnostics, and feed a grammar incrementally chunk by chunk.
//
// Run with:
// moon run examples/parser_playground
///|
fn main {
println("=== 1. arithmetic: parse + eval with precedence ===")
for src in ["1 + 2 * 3", "(1 + 2) * 3", "2 ^ 3 ^ 2", "10 - 4 - 3"] {
match @pc.parse_and_eval(src) {
Ok(v) => println("\{src} = \{v}")
Err(_) => println("\{src} -> parse error")
}
}
println("")
println("=== 2. expression AST round-trip ===")
let parser = @pc.expr_parser()
match parser.parse_string("1 + 2 * 3") {
Ok(ast, _) =>
println("printed AST: \{@pc.print_expr(ast)} -> \{@pc.eval_expr(ast)}")
Fail(_, ..) => println("parse failed")
}
println("")
println("=== 3. JSON parsing with precise errors ===")
match
@pc.parse_json(
"{\"name\": \"router\", \"port\": 8080, \"tags\": [\"a\", \"b\"]}",
) {
Ok(json) => println("parsed json : \{@pc.print_json(json)}")
Err(_) => println("unexpected parse failure")
}
let bad = "{\"name\": \"router\", \"port\": }"
let jp = @pc.json_parser()
match jp.explain_failure(bad) {
Some(msg) => println("bad json : \{msg}")
None => println("bad json unexpectedly parsed")
}
println("")
println("=== 4. error recovery collects diagnostics ===")
let (recovered, errors) = @pc.parse_json_recover("[1, oops, 3]")
match recovered {
Some(json) => println("recovered : \{@pc.print_json(json)}")
None => println("no recovery possible")
}
println("diagnostics : \{errors.length()} error(s) collected")
println("")
println("=== 5. incremental parsing, chunk by chunk ===")
// framed-number protocol: '<' digits '>' — a prefix that fails at the
// data boundary yields NeedMore instead of a false parse failure.
let digits = @pc.many1(
@pc.satisfy(fn(c) { c >= '0' && c <= '9' }, label="digit"),
)
let framed = @pc.map(@pc.between(@pc.pchar('<'), digits, @pc.pchar('>')), fn(
ds,
) {
let mut n = 0
for c in ds {
n = n * 10 + (c.to_int() - '0'.to_int())
}
n
})
let grammar = @pc.lift(framed)
let first = grammar.run_incremental("<12")
match first {
NeedMore(_) =>
println("after chunk '<12': parser needs more input (no false failure)")
Done(_) => println("after chunk '<12': unexpectedly done")
}
let result = @pc.drive(first, ["34", "5>"], closed=true)
match result.value() {
Some(n) => println("streamed 3 chunks '<12'+'34'+'5>' -> \{n}")
None => println("stream parse failed")
}
}

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// Generated using `moon info`, DON'T EDIT IT
package "Suquster/moonbit-pathfinding/examples/parser_playground"
// Values
// Errors
// Types and methods
// Type aliases
// Traits

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// Runnable example: pbt_fuzz_lab
//
// Property-based testing + fuzzing toolchain with the `src/infra_pbt` and
// `src/infra_fuzz` directions: generators, properties with shrinking
// counterexamples, distribution stats, encode/decode round-trip laws, and
// random graph generation with structural shrinking.
//
// Run with:
// moon run examples/pbt_fuzz_lab
import {
"Suquster/moonbit-pathfinding/src/infra_pbt" @pbt,
"Suquster/moonbit-pathfinding/src/infra_fuzz" @fuzz,
}
options(
"is-main": true,
)

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// examples/pbt_fuzz_lab — runnable demonstration of the `src/infra_pbt` +
// `src/infra_fuzz` directions as a testing-lab workflow: check properties
// over generated inputs, watch a false property shrink to a minimal
// counterexample, inspect generator distribution stats, verify an
// encode/decode round-trip law, and generate + shrink random graphs for
// differential fuzzing.
//
// Run with:
// moon run examples/pbt_fuzz_lab
///|
fn main {
println("=== 1. a true property holds for all generated inputs ===")
let gen_small = @pbt.gen_int_range(0, 1000)
let holds = @pbt.holds_for_all(gen_small, fn(n) { n + n == 2 * n })
println("forall n in [0,1000): n + n == 2n -> \{holds}")
println("")
println("=== 2. a false property shrinks to a minimal counterexample ===")
// claim: every number is < 500 — false, and shrinking should drive the
// counterexample down to the boundary 500.
let result = @pbt.check_with_shrink(
gen_small,
fn(n) { n < 500 },
@pbt.shrink_int,
)
match (result.passed, result.counterexample) {
(false, Some(cex)) =>
println("property n < 500 failed, shrunk counterexample: \{cex}")
(true, _) => println("property unexpectedly passed")
(false, None) => println("failed without counterexample")
}
println("")
println("=== 3. generator distribution stats ===")
let gen_dice = @pbt.frequency([
(1, @pbt.gen_int_range(0, 10)),
(3, @pbt.gen_int_range(10, 100)),
])
let (ok, stats) = @pbt.holds_for_all_stats(gen_dice, fn(_n) { true }, fn(n) {
if n < 10 {
"small"
} else {
"large"
}
})
println(
"weighted 1:3 generator over \{stats.total()} samples -> small=\{stats.count("small")}, large=\{stats.count("large")} (ok=\{ok})",
)
println("")
println("=== 4. encode/decode round-trip law ===")
let rt = @pbt.round_trip(
@pbt.gen_int_range(0, 65536),
fn(n) {
let b = Bytes::makei(2, fn(i) {
if i == 0 {
(n / 256 % 256).to_byte()
} else {
(n % 256).to_byte()
}
})
b
},
fn(b) {
if b.length() == 2 {
Some(b[0].to_int() * 256 + b[1].to_int())
} else {
None
}
},
)
println("decode(encode(n)) == n for u16 big-endian: \{rt}")
println("")
println("=== 5. random graphs for differential fuzzing ===")
let rng = @pbt.rng_new(42)
let g = @fuzz.fuzz_graph_gen(8, 16).generate(rng)
println("generated graph: \{g.n} nodes, \{g.edges.length()} edges (seed 42)")
let g2 = @fuzz.fuzz_graph_gen(8, 16).generate(@pbt.rng_new(42))
println("same seed reproduces identical graph: \{g == g2}")
println("")
println("=== 6. structural shrinking of a failing graph ===")
let candidates = @fuzz.shrink_fuzz_graph(g)
println("shrink candidates: \{candidates.length()}")
let mut smaller = 0
for c in candidates {
if c.edges.length() < g.edges.length() || c.n < g.n {
smaller = smaller + 1
}
}
println("all candidates strictly smaller: \{smaller == candidates.length()}")
}

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// Generated using `moon info`, DON'T EDIT IT
package "Suquster/moonbit-pathfinding/examples/pbt_fuzz_lab"
// Values
// Errors
// Types and methods
// Type aliases
// Traits

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// Runnable example: resilience_gateway
//
// Resilience toolchain with the `src/infra_resilience` direction:
// exponential backoff with jitter, retry budgets, circuit breakers,
// token-bucket and sliding-window rate limiting, bulkhead isolation,
// AIMD adaptive concurrency, and hedged requests.
//
// Run with:
// moon run examples/resilience_gateway
import {
"Suquster/moonbit-pathfinding/src/infra_resilience" @res,
}
options(
"is-main": true,
)

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// Generated using `moon info`, DON'T EDIT IT
package "Suquster/moonbit-pathfinding/examples/resilience_gateway"
// Values
// Errors
// Types and methods
// Type aliases
// Traits

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// examples/resilience_gateway — runnable demonstration of the
// `src/infra_resilience` direction as an API-gateway workflow: retry a
// flaky upstream with capped exponential backoff, trip and recover a
// circuit breaker, rate-limit clients with token bucket and sliding
// window, isolate tenants with a bulkhead, adapt concurrency with AIMD,
// and cut tail latency with hedged requests.
//
// Run with:
// moon run examples/resilience_gateway
///|
fn main {
println("=== 1. capped exponential backoff + retry ===")
let policy : @res.BackoffPolicy = {
base_ms: 100,
cap_ms: 2000,
max_retries: 6,
}
let sched = []
for attempt in 0..<6 {
sched.push(@res.backoff_delay(policy, attempt).to_string())
}
println("delays (ms) : \{sched.join(", ")}")
println(
"jittered #3 : \{@res.backoff_delay_jittered(policy, 3, 42)} ms (deterministic seed)",
)
let (ok, attempts) = @res.retry_run(policy, fn(attempt) { attempt >= 2 })
println("flaky upstream succeeds on 3rd try: ok=\{ok}, attempts=\{attempts}")
println("")
println("=== 2. circuit breaker state machine ===")
let cb = @res.CircuitBreaker::create(3, 1000)
println("initial : \{cb.state_of()}")
cb.record_failure(0)
cb.record_failure(10)
cb.record_failure(20)
println("3 failures : \{cb.state_of()} (allow now: \{cb.allow(30)})")
println("after cooldown: allow=\{cb.allow(1500)} -> \{cb.state_of()}")
cb.record_success()
println("probe success: \{cb.state_of()}")
println("")
println("=== 3. rate limiting: token bucket vs sliding window ===")
let bucket = @res.TokenBucket::create(3, 1)
let bucket_hits = []
for i in 0..<5 {
bucket_hits.push(bucket.try_acquire(i.to_int64() * 10).to_string())
}
println("token bucket (cap 3): \{bucket_hits.join(", ")}")
let win = @res.SlidingWindowLimiter::create(1000, 3)
let win_hits = []
for i in 0..<5 {
win_hits.push(win.try_acquire(i.to_int64() * 100).to_string())
}
println("sliding window (3/s) : \{win_hits.join(", ")}")
println("after window slides : \{win.try_acquire(1500)}")
println("")
println("=== 4. bulkhead isolation per tenant ===")
let bh = @res.Bulkhead::create(2, 1)
let admissions = []
for _i in 0..<4 {
let verdict = match bh.try_acquire() {
Admitted => "admitted"
Enqueued => "enqueued"
Rejected => "rejected"
}
admissions.push(verdict)
}
println("4 concurrent calls (2 slots + 1 queue): \{admissions.join(", ")}")
let _ = bh.release()
println(
"after release: in-flight=\{bh.in_flight_count()}, queued=\{bh.queued_count()}, rejected=\{bh.rejected_count()}",
)
println("")
println("=== 5. AIMD adaptive concurrency ===")
let aimd = @res.AimdLimiter::create(10, 1, 100)
for _i in 0..<5 {
aimd.on_success()
}
println("after 5 successes : limit = \{aimd.current_limit()}")
aimd.on_overload()
println(
"after overload : limit = \{aimd.current_limit()} (multiplicative decrease)",
)
println("")
println("=== 6. hedged requests cut tail latency ===")
let hedge : @res.HedgePolicy = { hedge_after_ms: 50, max_hedges: 2 }
println(
"hedge fire times : \{@res.hedge_schedule(hedge).map(fn(t) { t.to_string() }).join(", ")} ms",
)
let latencies = [300, 80, 120]
let (winner, latency, wasted) = @res.hedge_outcome(hedge, latencies)
println(
"upstream latencies \{latencies.map(fn(t) { t.to_string() }).join("/")}ms -> winner #\{winner} at \{latency}ms (wasted \{wasted})",
)
}

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// Runnable example: text_editor_core
//
// Text + data-structure toolchain with the `src/infra_text` and
// `src/infra_ds` directions: rope editing with line/column mapping,
// piece-table edits, grapheme clusters and display width, Myers character
// diff, plus LRU cache, bloom filter, and roaring bitmap indexes.
//
// Run with:
// moon run examples/text_editor_core
import {
"Suquster/moonbit-pathfinding/src/infra_text" @text,
"Suquster/moonbit-pathfinding/src/infra_ds" @ds,
}
options(
"is-main": true,
)

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// Generated using `moon info`, DON'T EDIT IT
package "Suquster/moonbit-pathfinding/examples/text_editor_core"
// Values
// Errors
// Types and methods
// Type aliases
// Traits

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// examples/text_editor_core — runnable demonstration of the
// `src/infra_text` + `src/infra_ds` directions as an editor-backend
// workflow: edit a buffer through a rope with line/column mapping, apply
// the same edits through a piece table, segment graphemes and compute
// terminal display width, produce a Myers character diff, and back the
// editor with LRU / bloom / roaring-bitmap indexes.
//
// Run with:
// moon run examples/text_editor_core
///|
fn main {
println("=== 1. rope editing with line/column mapping ===")
let rope = @text.Rope::from_string("fn main {\n todo\n}\n")
rope.delete(12, 16) // half-open range [12, 16) removes "todo"
rope.insert(12, "println(\"hi\")")
println("buffer after edit:\n\{rope.to_string()}")
println(
"len \{rope.len()}, lines \{rope.line_count()}, depth \{rope.depth()}",
)
let (line, col) = rope.line_col_at(14)
println("offset 14 -> line \{line}, col \{col}")
println("line 1 starts at offset \{rope.offset_of_line(1)}")
println("")
println("=== 2. piece table applies the same edit ===")
let pt = @text.PieceTable::from_string("fn main {\n todo\n}\n")
pt.delete(12, 4)
pt.insert(12, "println(\"hi\")")
println("piece table == rope: \{pt.to_string() == rope.to_string()}")
println("pieces: \{pt.piece_count()}, len: \{pt.len()}")
println("")
println("=== 3. graphemes + display width ===")
let s = "héllo 世界"
println("string : \{s}")
println("graphemes : \{@text.grapheme_count(s)}")
println("display width: \{@text.display_width(s)} (CJK counts as 2 cells)")
println("case-fold eq : \{@text.eq_fold("HÉLLO 世界", s)}")
println("")
println("=== 4. Myers character diff ===")
let before = "let x = compute(a, b)"
let after = "let x = compute(a, b, c)"
let ops = @text.myers_diff(before, after)
println("edit cost: \{@text.diff_edit_cost(ops)}")
println("apply(diff) == after : \{@text.diff_apply(ops) == after}")
println("source(diff) == before: \{@text.diff_source(ops) == before}")
println("")
println("=== 5. LRU cache for rendered lines ===")
let cache : @ds.LruCache[Int, String] = @ds.LruCache::create(2)
cache.put(1, "render:line-1")
cache.put(2, "render:line-2")
let _ = cache.get(1) // touch 1 so 2 becomes LRU
cache.put(3, "render:line-3") // evicts 2
let hit1 = match cache.get(1) {
Some(_) => "hit"
None => "miss"
}
let hit2 = match cache.get(2) {
Some(_) => "hit"
None => "miss (evicted)"
}
println(
"line 1: \{hit1}, line 2: \{hit2}, size \{cache.size()}/\{cache.cap()}",
)
println("")
println("=== 6. bloom filter + roaring bitmap indexes ===")
let bloom = @ds.BloomFilter::create(1024, 3)
bloom.insert("symbol:main")
bloom.insert("symbol:rope")
println("bloom has 'symbol:main' : \{bloom.contains("symbol:main")}")
println("bloom has 'symbol:nope' : \{bloom.contains("symbol:nope")}")
let dirty_lines = @ds.RoaringBitmap::new()
let _ = dirty_lines.add(1)
let _ = dirty_lines.add(2)
let _ = dirty_lines.add(100000)
let visible = @ds.RoaringBitmap::new()
let _ = visible.add(2)
let _ = visible.add(3)
let redraw = dirty_lines.intersect_with(visible)
println(
"dirty ∩ visible lines: \{redraw.to_array().map(fn(v) { v.to_string() }).join(", ")} (cardinality \{redraw.cardinality()})",
)
}

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// Runnable example: time_scheduler
//
// Date/time + timer toolchain with the `src/infra_time` and
// `src/infra_timer` directions: RFC 3339 / ISO 8601 parsing and
// formatting, civil-calendar arithmetic, POSIX TZ DST rules, ISO 8601
// durations, a hierarchical timer wheel, and a work-stealing scheduler.
//
// Run with:
// moon run examples/time_scheduler
import {
"Suquster/moonbit-pathfinding/src/infra_time" @time,
"Suquster/moonbit-pathfinding/src/infra_timer" @timer,
}
options(
"is-main": true,
)

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// Generated using `moon info`, DON'T EDIT IT
package "Suquster/moonbit-pathfinding/examples/time_scheduler"
// Values
// Errors
// Types and methods
// Type aliases
// Traits

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// examples/time_scheduler — runnable demonstration of the `src/infra_time`
// + `src/infra_timer` directions as a cron-like maintenance-window
// workflow: parse RFC 3339 timestamps, do civil-calendar arithmetic, apply
// a POSIX TZ rule with DST, parse ISO 8601 durations, schedule timeouts on
// a hierarchical timer wheel, and dispatch jobs on a work-stealing
// scheduler.
//
// Run with:
// moon run examples/time_scheduler
///|
fn main {
println("=== 1. parse + format RFC 3339 / ISO 8601 ===")
let dt = match @time.parse_iso8601("2026-07-12T18:30:00.250Z") {
Some(d) => d
None => {
println("parse failed")
return
}
}
println("parsed : \{dt}")
println("iso8601 : \{@time.format_iso8601(dt)}")
println("rfc2822 : \{@time.format_rfc2822(dt, 0)}")
println("rfc3339 +08 : \{@time.format_rfc3339_with_offset(dt, 8 * 60)}")
println("iso week : \{@time.format_iso_week_date(dt)}")
let pretty = @time.strftime(dt, "%a %b %e, %Y %H:%M:%S")
println("strftime : \{pretty}")
println("")
println("=== 2. civil-calendar arithmetic ===")
let next_month = dt.add_months(1)
println("+1 month : \{@time.format_iso_date(next_month)}")
let leap = @time.is_leap_year(2028)
println(
"2028 leap : \{leap}, Feb 2028 has \{@time.days_in_month(2028, 2)} days",
)
let deadline = dt.add_days(45)
println(
"+45 days : \{@time.format_iso_date(deadline)} (weekday \{deadline.weekday()})",
)
println("day of year : \{dt.day_of_year()}")
println("")
println("=== 3. POSIX TZ rule with DST (US Eastern) ===")
match @time.parse_posix_tz("EST5EDT,M3.2.0/2,M11.1.0/2") {
Some(rule) => {
let (offset, name) = @time.tz_offset_at(rule, dt)
println(
"2026-07-12 UTC -> \{name} (offset \{offset / 3600}h), DST: \{@time.is_dst(rule, dt)}",
)
println(
"local time : \{@time.format_rfc3339_with_offset(dt, offset / 60)}",
)
let winter = match @time.parse_iso8601("2026-01-12T18:30:00Z") {
Some(d) => d
None => dt
}
let (woff, wname) = @time.tz_offset_at(rule, winter)
println(
"2026-01-12 UTC -> \{wname} (offset \{woff / 3600}h), DST: \{@time.is_dst(rule, winter)}",
)
}
None => println("tz parse failed")
}
println("")
println("=== 4. human-readable durations ===")
match @time.parse_duration("2h30m") {
Some(d) => {
println(
"2h30m : \{d.total_minutes()} minutes (round-trip: \{d.to_string()})",
)
let ends = dt.add_duration(d)
println("window ends : \{@time.format_iso8601(ends)}")
}
None => println("duration parse failed")
}
println("")
println("=== 5. hierarchical timer wheel ===")
let wheel = @timer.TimerWheel::new()
let t_short = wheel.schedule(3)
let t_mid = wheel.schedule(10)
let t_cancel = wheel.schedule(5)
println("scheduled 3 timers (ticks 3, 10, 5), pending = \{wheel.pending()}")
println("cancel #\{t_cancel}: \{wheel.cancel(t_cancel)}")
let mut fired_short = false
let mut fired_mid = false
for _tick in 0..<12 {
let fired = wheel.advance()
for id in fired {
if id == t_short {
fired_short = true
}
if id == t_mid {
fired_mid = true
}
}
}
println(
"after 12 ticks: short fired = \{fired_short}, mid fired = \{fired_mid}, pending = \{wheel.pending()}",
)
println("")
println("=== 6. work-stealing scheduler ===")
let ws = @timer.WorkStealingScheduler::new(4)
// pile all work on worker 0 so idle workers must steal
for i in 0..<16 {
let _ = ws.submit(0, if i % 5 == 0 { 2 } else { 0 })
}
let executed = ws.run()
println(
"workers: \{ws.workers()}, executed \{executed.length()} tasks, steals: \{ws.steal_count()}",
)
}

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name = "Suquster/moonbit-pathfinding"
version = "0.1.0"
version = "0.2.0"
readme = "README.md"