Clean Architecture · Chinese · Help: clean-architecture-zh fails to start intermittently in containers, logs inside

171
CAr/clean-architecture-zh·posted by kernel_panic·yesterdayHelpPinned

Help: clean-architecture-zh fails to start intermittently in containers, logs inside

It took me two weeks of on-and-off digging and plenty of wrong turns. Writing the process down as it happened so the next person spends less time.

We also fixed monitoring along the way: replaced average-based alerts with percentiles and split them per endpoint. False alerts dropped by about seventy percent and the on-call rotation visibly cheered up.

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POST /api/uploads → CDN origin pull
100 comments

100 comments

M
Zzhu_zongMod·2 days ago

There is actually a simpler fix that needs no architecture change: move this check up to the gateway and the problem disappears. The cost is one extra lookup at the gateway.

496
Llinlin·2 hours agoedited

There is actually a simpler fix that needs no architecture change: move this check up to the gateway and the problem disappears. The cost is one extra lookup at the gateway.

30
Sswoole_leeOP·2 days ago

One counter-example: below clean-architecture-zh 7.4 the semantics of that code are different, so do not copy it verbatim. We got burned in staging and rolled back once.

425
Sslow_query·2 days ago

One counter-example: below clean-architecture-zh 7.4 the semantics of that code are different, so do not copy it verbatim. We got burned in staging and rolled back once.

1
Wwinter·2 days ago

This is not a clean-architecture-zh problem, it is a usage problem. The docs say this API is not thread-safe and you must lock around it yourself.

478
Lli_ming·2 days ago

I just read the clean-architecture-zh source — the author actually explains the reasoning in a comment, roughly "so that it degrades into predictable behaviour in extreme cases".

453
Ttang_hao·2 days ago

This is not a clean-architecture-zh problem, it is a usage problem. The docs say this API is not thread-safe and you must lock around it yourself.

4
Lli_ming·5 hours ago

Saved. I am reworking this area this week — this saves a lot of wrong turns.

435
Sswoole_lee·2 days ago

A question: what changes in a container with a 512Mi memory limit? That is how we run it in production.

380
Rran_bo·2 days ago

Saved. I am reworking this area this week — this saves a lot of wrong turns.

90
Cchen_dev·2 days ago

This is not a clean-architecture-zh problem, it is a usage problem. The docs say this API is not thread-safe and you must lock around it yourself.

404
Kkernel_panic·2 days ago

Agreeing with the above. One addition: with this option enabled the GC count in your metrics doubles, so adjust the alert threshold at the same time or it will keep firing.

386
Zzhu_zong·2 days ago

I see point 3 differently. The trade-off depends on your read/write ratio: read-heavy with little writing means caching actually widens the inconsistency window.

427
Hhuang_ke·2 days ago

Thanks for sharing real numbers — far more useful than the articles that only cover concepts.

349
Ddev_zhou·2 days ago

Thanks for sharing real numbers — far more useful than the articles that only cover concepts.

330
Nnikic·2 days ago

I see point 3 differently. The trade-off depends on your read/write ratio: read-heavy with little writing means caching actually widens the inconsistency window.

316
Ddev_zhou·28 minutes ago

Sharing our numbers, 8 cores 16GB, same scenario:

| Concurrency | P50 | P99 |
|---|---|---|
| 200 | 12ms | 88ms |
| 500 | 31ms | 340ms |

P99 clearly collapses at 500 concurrency, which lines up with your knee point.

308
Kkernel_panic·2 days ago

A question: what changes in a container with a 512Mi memory limit? That is how we run it in production.

295
Zzhou_yi·2 days ago

Can you give a minimal reproduction? I ran it locally for ten minutes and could not reproduce on macOS with the latest version.

292
Sslow_query·5 hours ago

I see point 3 differently. The trade-off depends on your read/write ratio: read-heavy with little writing means caching actually widens the inconsistency window.

281
Nnikic·2 days ago

Can you give a minimal reproduction? I ran it locally for ten minutes and could not reproduce on macOS with the latest version.

90
Rrase·2 days ago

Has anyone run a controlled experiment? I did, reducing it to a single variable, and the difference was 4% — within noise. So I suspect the main cause is something else.

129
Rrase·2 days ago

This matches what we see in production. We only hit it past 3k QPS; the earlier load tests showed nothing — the test traffic was too clean, with no long-tail requests.

1
Kkernel_panic·2 days ago

We have run this in production for two years without hitting it. That said, we never reached this scale, so our experience is not really evidence here.

2
Mmike_xu·2 days ago

Saved. I am reworking this area this week — this saves a lot of wrong turns.

389
Rran_boOP·2 days ago

Can you give a minimal reproduction? I ran it locally for ten minutes and could not reproduce on macOS with the latest version.

141
KkiteMod·2 days ago

I just read the clean-architecture-zh source — the author actually explains the reasoning in a comment, roughly "so that it degrades into predictable behaviour in extreme cases".

96
Oops_wang·2 days ago

Worth learning from this debugging approach. We went straight at the logs and took a much longer route.

68
Ttang_hao·2 days ago

I see point 3 differently. The trade-off depends on your read/write ratio: read-heavy with little writing means caching actually widens the inconsistency window.

267
Rran_boOP·2 days ago

We have run this in production for two years without hitting it. That said, we never reached this scale, so our experience is not really evidence here.

207
Aalice_dev·2 days ago

Worth learning from this debugging approach. We went straight at the logs and took a much longer route.

250
Zzhou_yi·2 days ago

Agreeing with the above. One addition: with this option enabled the GC count in your metrics doubles, so adjust the alert threshold at the same time or it will keep firing.

347
Sslow_query·2 days ago

Can you give a minimal reproduction? I ran it locally for ten minutes and could not reproduce on macOS with the latest version.

22
Sslow_query·2 days ago

This matches what we see in production. We only hit it past 3k QPS; the earlier load tests showed nothing — the test traffic was too clean, with no long-tail requests.

238
Aalice_dev·2 days ago

I see point 3 differently. The trade-off depends on your read/write ratio: read-heavy with little writing means caching actually widens the inconsistency window.

225
Zzhou_yi·2 days ago

One counter-example: below clean-architecture-zh 7.4 the semantics of that code are different, so do not copy it verbatim. We got burned in staging and rolled back once.

183
Kkernel_panic·12 minutes ago

Saved. I am reworking this area this week — this saves a lot of wrong turns.

154
Zzhou_yi·5 hours ago

There is actually a simpler fix that needs no architecture change: move this check up to the gateway and the problem disappears. The cost is one extra lookup at the gateway.

499
Ttang_haoOP·2 days ago

Thanks for sharing real numbers — far more useful than the articles that only cover concepts.

307
Rran_bo·3 minutes ago

This matches what we see in production. We only hit it past 3k QPS; the earlier load tests showed nothing — the test traffic was too clean, with no long-tail requests.

350
Sslow_query·2 days ago

We have run this in production for two years without hitting it. That said, we never reached this scale, so our experience is not really evidence here.

1
RraseMod·2 days ago

Thanks for sharing real numbers — far more useful than the articles that only cover concepts.

9
Ttang_hao·2 days ago

One counter-example: below clean-architecture-zh 7.4 the semantics of that code are different, so do not copy it verbatim. We got burned in staging and rolled back once.

150
Cchen_dev·yesterday

Sharing our numbers, 8 cores 16GB, same scenario:

| Concurrency | P50 | P99 |
|---|---|---|
| 200 | 12ms | 88ms |
| 500 | 31ms | 340ms |

P99 clearly collapses at 500 concurrency, which lines up with your knee point.

147
Bbob_chen·12 minutes agoedited

I just read the clean-architecture-zh source — the author actually explains the reasoning in a comment, roughly "so that it degrades into predictable behaviour in extreme cases".

125
Zzhou_yi·28 minutes ago

I see point 3 differently. The trade-off depends on your read/write ratio: read-heavy with little writing means caching actually widens the inconsistency window.

171
Kkernel_panic·3 minutes ago

One counter-example: below clean-architecture-zh 7.4 the semantics of that code are different, so do not copy it verbatim. We got burned in staging and rolled back once.

64
NnikicOP·5 hours agoedited

Sharing our numbers, 8 cores 16GB, same scenario:

| Concurrency | P50 | P99 |
|---|---|---|
| 200 | 12ms | 88ms |
| 500 | 31ms | 340ms |

P99 clearly collapses at 500 concurrency, which lines up with your knee point.

283
Hhuang_ke·12 minutes ago

I just read the clean-architecture-zh source — the author actually explains the reasoning in a comment, roughly "so that it degrades into predictable behaviour in extreme cases".

474
Kkernel_panic·2 days agoLevel 6

Sharing our numbers, 8 cores 16GB, same scenario:

| Concurrency | P50 | P99 |
|---|---|---|
| 200 | 12ms | 88ms |
| 500 | 31ms | 340ms |

P99 clearly collapses at 500 concurrency, which lines up with your knee point.

130
Ddev_zhou·2 days agoLevel 6

I just read the clean-architecture-zh source — the author actually explains the reasoning in a comment, roughly "so that it degrades into predictable behaviour in extreme cases".

12
Zzhu_zong·2 days agoLevel 6

We have run this in production for two years without hitting it. That said, we never reached this scale, so our experience is not really evidence here.

6
Bbob_chen·yesterday

Worth learning from this debugging approach. We went straight at the logs and took a much longer route.

324
Hhuang_keMod·2 days ago

This matches what we see in production. We only hit it past 3k QPS; the earlier load tests showed nothing — the test traffic was too clean, with no long-tail requests.

445
Aalice_dev·2 days agoLevel 6

Sharing our numbers, 8 cores 16GB, same scenario:

| Concurrency | P50 | P99 |
|---|---|---|
| 200 | 12ms | 88ms |
| 500 | 31ms | 340ms |

P99 clearly collapses at 500 concurrency, which lines up with your knee point.

169
Cchen_dev·2 days ago

Has anyone run a controlled experiment? I did, reducing it to a single variable, and the difference was 4% — within noise. So I suspect the main cause is something else.

236
Kkite·2 days agoedited

One counter-example: below clean-architecture-zh 7.4 the semantics of that code are different, so do not copy it verbatim. We got burned in staging and rolled back once.

17
Sslow_query·3 minutes ago

Thanks for sharing real numbers — far more useful than the articles that only cover concepts.

14
Llinlin·2 days agoLevel 6

This is not a clean-architecture-zh problem, it is a usage problem. The docs say this API is not thread-safe and you must lock around it yourself.

5
Zzhu_zong·2 days ago

This is not a clean-architecture-zh problem, it is a usage problem. The docs say this API is not thread-safe and you must lock around it yourself.

2
Wwinter·2 days ago

This is not a clean-architecture-zh problem, it is a usage problem. The docs say this API is not thread-safe and you must lock around it yourself.

359
Lli_ming·2 days agoLevel 6

Worth learning from this debugging approach. We went straight at the logs and took a much longer route.

102
Llinlin·2 days agoLevel 6

A question: what changes in a container with a 512Mi memory limit? That is how we run it in production.

44
Cchen_dev·2 days ago

This is not a clean-architecture-zh problem, it is a usage problem. The docs say this API is not thread-safe and you must lock around it yourself.

124
Aalice_devMod·just now

One counter-example: below clean-architecture-zh 7.4 the semantics of that code are different, so do not copy it verbatim. We got burned in staging and rolled back once.

208
Bbob_chen·2 days ago

This matches what we see in production. We only hit it past 3k QPS; the earlier load tests showed nothing — the test traffic was too clean, with no long-tail requests.

79
Rrase·2 days ago

Sharing our numbers, 8 cores 16GB, same scenario:

| Concurrency | P50 | P99 |
|---|---|---|
| 200 | 12ms | 88ms |
| 500 | 31ms | 340ms |

P99 clearly collapses at 500 concurrency, which lines up with your knee point.

305
Mmike_xuOP·2 days ago

Has anyone run a controlled experiment? I did, reducing it to a single variable, and the difference was 4% — within noise. So I suspect the main cause is something else.

24
KkiteOP·just now

A question: what changes in a container with a 512Mi memory limit? That is how we run it in production.

3
Bbob_chen·2 days ago

There is actually a simpler fix that needs no architecture change: move this check up to the gateway and the problem disappears. The cost is one extra lookup at the gateway.

21
Nnikic·2 days ago

Has anyone run a controlled experiment? I did, reducing it to a single variable, and the difference was 4% — within noise. So I suspect the main cause is something else.

20
Zzhu_zong·2 days ago

Saved. I am reworking this area this week — this saves a lot of wrong turns.

35
Ddev_zhou·28 minutes ago

Saved. I am reworking this area this week — this saves a lot of wrong turns.

87
Nnikic·2 days ago

Agreeing with the above. One addition: with this option enabled the GC count in your metrics doubles, so adjust the alert threshold at the same time or it will keep firing.

12
Sslow_query·2 days ago

Can you give a minimal reproduction? I ran it locally for ten minutes and could not reproduce on macOS with the latest version.

12
Sslow_query·2 hours ago

We have run this in production for two years without hitting it. That said, we never reached this scale, so our experience is not really evidence here.

11
Nnikic·2 hours ago

Has anyone run a controlled experiment? I did, reducing it to a single variable, and the difference was 4% — within noise. So I suspect the main cause is something else.

7
Oops_wang·2 days ago

I see point 3 differently. The trade-off depends on your read/write ratio: read-heavy with little writing means caching actually widens the inconsistency window.

299
Wwinter·2 days ago

There is actually a simpler fix that needs no architecture change: move this check up to the gateway and the problem disappears. The cost is one extra lookup at the gateway.

2
Wwinter·2 days ago

A question: what changes in a container with a 512Mi memory limit? That is how we run it in production.

6
Aalice_dev·28 minutes ago

Agreeing with the above. One addition: with this option enabled the GC count in your metrics doubles, so adjust the alert threshold at the same time or it will keep firing.

4
Kkernel_panicOP·28 minutes ago

This matches what we see in production. We only hit it past 3k QPS; the earlier load tests showed nothing — the test traffic was too clean, with no long-tail requests.

6
Sslow_query·2 days ago

Worth learning from this debugging approach. We went straight at the logs and took a much longer route.

12
Oops_wangMod·3 minutes ago

A question: what changes in a container with a 512Mi memory limit? That is how we run it in production.

3
Kkite·2 days ago

Agreeing with the above. One addition: with this option enabled the GC count in your metrics doubles, so adjust the alert threshold at the same time or it will keep firing.

1
Kkernel_panic·2 days ago

This matches what we see in production. We only hit it past 3k QPS; the earlier load tests showed nothing — the test traffic was too clean, with no long-tail requests.

507
Sslow_queryMod·2 days ago

Has anyone run a controlled experiment? I did, reducing it to a single variable, and the difference was 4% — within noise. So I suspect the main cause is something else.

419
WwinterOP·2 days ago

Has anyone run a controlled experiment? I did, reducing it to a single variable, and the difference was 4% — within noise. So I suspect the main cause is something else.

23
Zzhu_zong·3 minutes ago

Agreeing with the above. One addition: with this option enabled the GC count in your metrics doubles, so adjust the alert threshold at the same time or it will keep firing.

47
Zzhu_zong·2 days ago

Sharing our numbers, 8 cores 16GB, same scenario:

| Concurrency | P50 | P99 |
|---|---|---|
| 200 | 12ms | 88ms |
| 500 | 31ms | 340ms |

P99 clearly collapses at 500 concurrency, which lines up with your knee point.

1
Wwinter·2 days ago

Agreeing with the above. One addition: with this option enabled the GC count in your metrics doubles, so adjust the alert threshold at the same time or it will keep firing.

120
Bbob_chen·2 hours agoedited

We have run this in production for two years without hitting it. That said, we never reached this scale, so our experience is not really evidence here.

32
Hhuang_ke·2 days ago

Worth learning from this debugging approach. We went straight at the logs and took a much longer route.

3
Aalice_dev·5 hours ago

Can you give a minimal reproduction? I ran it locally for ten minutes and could not reproduce on macOS with the latest version.

335
Kkernel_panic·2 days ago

Can you give a minimal reproduction? I ran it locally for ten minutes and could not reproduce on macOS with the latest version.

185
Mmike_xu·2 days ago

I just read the clean-architecture-zh source — the author actually explains the reasoning in a comment, roughly "so that it degrades into predictable behaviour in extreme cases".

3
Sslow_query·2 days ago

There is actually a simpler fix that needs no architecture change: move this check up to the gateway and the problem disappears. The cost is one extra lookup at the gateway.

2
Ttang_hao·2 days ago

I just read the clean-architecture-zh source — the author actually explains the reasoning in a comment, roughly "so that it degrades into predictable behaviour in extreme cases".

2
Rrase·2 days agoedited

Thanks for sharing real numbers — far more useful than the articles that only cover concepts.

1
Kkite·2 days ago

We have run this in production for two years without hitting it. That said, we never reached this scale, so our experience is not really evidence here.

1

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