webp-server uses to much memory #198

bhzhu203 · 2023-05-17T09:43:35Z

At the first time , it uses 1GB memory . But after 7 hours , it grows to 6.7GB and continue to grow slowly.

n0vad3v · 2023-05-17T11:14:53Z

🤔 Thanks for reporting, we need to dig more on to this issue, are you using version 0.7.0 on this?

Before that you can try running it with docker-compose with limited resource allocated to it for mitigating this problem, more info can be seen on https://docs.webp.sh/usage/docker/ and #75.

bhzhu203 · 2023-05-20T01:05:10Z

So , how to continue improve the memory usage ?

n0vad3v · 2023-05-20T07:37:16Z

Could you please have a try adding MALLOC_ARENA_MAX=1 env before running the program?
Ref: https://github.com/davidbyttow/govips#memory-usage-note

In my testing case the RAM it used after benching using method from #200, has reduced to less than 100MiB after testing:

eb5eff3296d1   webp-server-webp-1   0.04%     95.56MiB / 45.89GiB   0.20%     54.6kB / 11.9MB   98.3kB / 28.6MB   20

My docker-compose.yml example:

version: '3'

services:
  webp:
    image: webpsh/webp-server-go
    environment:
      - MALLOC_ARENA_MAX=1
    volumes:
      - ./pics:/opt/pics
      - ./exhaust:/opt/exhaust
    ports:
      -  127.0.0.1:3333:3333
    command: '/usr/bin/webp-server --config /etc/config.json -v'

Ingiboy · 2023-05-20T14:56:37Z

Could you please have a try adding MALLOC_ARENA_MAX=1 env before running the program?

Yes, but it eat 1-2-3Gb.
I use docker exec webp-server-go sh -c 'kill -HUP 1' every 15 min

n0vad3v · 2023-05-21T02:30:42Z

@Ingiboy OK, that seems better.

BTW, you can use docker-compose.yml described in https://docs.webp.sh/usage/docker/ with resource limit so it will automatically restart if RAM has reached your limitation, instead of restarting it manually, example as below.

version: '3'

services:
  webp:
    image: webpsh/webp-server-go
    # image: ghcr.io/webp-sh/webp_server_go
    restart: always
    volumes:
      - ./path/to/pics:/opt/pics
      - ./path/to/exhaust:/opt/exhaust
    ports:
      -  127.0.0.1:3333:3333
    deploy:
      resources:
        limits:
          memory: 200M

Use with docker-compose --compatibility up -d to start.

Ingiboy · 2023-05-22T19:43:55Z

When i set deploy section with mem limit=512M, LA grows up to 30-40, CPU in wait state 60-80%. And using swap up to 2.5G.

Without 'deploy' LA less 1, no swap.

BennyThink · 2023-05-22T19:59:04Z

that is because docker engine will try to kill and then restart the container quiet often, so high load average.

@n0vad3v can we consider adding back MaxCacheMem and MaxCacheSize? We can read environment variables so it's totally up to end users.

Ingiboy · 2023-05-22T20:04:04Z

that is because docker engine will try to kill and then restart the container quiet often, so high load average.

No, i see 'docker ps' - container uptime is more than 6h. I think memlimit is only limits RAM, and container eats swap)

n0vad3v · 2023-05-23T02:29:57Z

@Ingiboy
I've dig some more on https://docs.docker.com/config/containers/resource_constraints/#--memory-swap-details and found that:

If --memory-swap is unset, and --memory is set, the container can use as much swap as the --memory setting, if the host container has swap memory configured. For instance, if --memory="300m" and --memory-swap is not set, the container can use 600m in total of memory and swap.

So using the docker-compose.yml as above:

version: '3'

services:
  webp:
    image: webpsh/webp-server-go
    # image: ghcr.io/webp-sh/webp_server_go
    restart: always
    volumes:
      - ./path/to/pics:/opt/pics
      - ./path/to/exhaust:/opt/exhaust
    ports:
      -  127.0.0.1:3333:3333
    deploy:
      resources:
        limits:
          memory: 200M

The container can use 200M of RAM and 200M of swap, can be confirmed by docker inspect

"Memory": 209715200,
...
"MemorySwap": 419430400,

In order to limit the swap usage, here is an working example(Note I've added MALLOC_ARENA_MAX in env):

version: '3'

services:
  webp:
    image: webpsh/webp-server-go
    restart: always
    environment:
      - MALLOC_ARENA_MAX=1
    volumes:
      - ./path/to/pics:/opt/pics
      - ./path/to/exhaust:/opt/exhaust
    ports:
      -  127.0.0.1:3333:3333

    deploy:
      resources:
        limits:
          memory: 200M
    memswap_limit: 200M

In this case, the container can use no swap and only 200M of RAM, and will restart the container if ram runs above 200M.

Example inspired by https://stackoverflow.com/questions/70095537/how-to-use-swap-memory-in-docker-compose, have to say the structure is wierd somehow, not sure why it is designed like that.

Please have a try on this, BTW, a higher ram limit than 512MB is suggested.

Ingiboy · 2023-05-23T08:27:59Z

@n0vad3v, o, thanks! i try it

Ingiboy · 2023-05-23T08:56:10Z

Hmm, don't helps.

version: "3.3"
services:
  webp-http:
    container_name: webp-http
    image: webpsh/webp-server-go:latest
    restart: unless-stopped
    user: 1001:1001
    cap_drop:
      - ALL
    environment:
      - MALLOC_ARENA_MAX=1
    volumes:
      - /etc/localtime:/etc/localtime:ro
      - ./webp/config.json:/etc/config.json:ro
      - /var/tmp/webp-http/exhaust:/opt/exhaust
      - /var/tmp/webp-http/remote-raw:/opt/remote-raw
    ports:
     - 127.0.0.1:3335:3333
    deploy:
      resources:
        limits:
          memory: 196M
    memswap_limit: 196M

after some minuts LA grows up to 30-40, CPU in wa state about 80%. webp utilizes CPU more than 100%
Temporarily reverted to no-limit scheme and kill -HUP 1 every 15 minutes.

n0vad3v · 2023-05-23T10:01:29Z

@Ingiboy

Hmm, don't helps.

Seems weird, in the compose file content provided above, in my understanding with memswap_limit set it should no write to swap, but you've described "CPU in wa state about 80%", are your images large or your machine's disk is quite slow, or if using VPS, might that be caused by CPU overselling?

May I have some more info on your case:

What type of disk are you using? (HDD, SSD, NVMe SSD?) The disk type can have an impact on the overall performance, especially when dealing with I/O operations.
When "LA grows up to 30-40, CPU in wa state about 80%. webp utilizes CPU more than 100%", it's important to understand the underlying reasons. Could you provide more details about the number of requests being sent to the service and the sizes of the images involved? This information will help in identifying potential bottlenecks.
From your previous reply "Yes, but it eat 1-2-3Gb.", I'm assuming your machine has more than 3GB's RAM, if you raise memory and memswap_limit to, say 1024MB, what will happen after running?

Ingiboy · 2023-05-23T12:39:32Z

@n0vad3v

I use VPS, no info about disk, i think it's not a hdd;
For example, 12000+ requests per hour:
main.findSmallestFiles() - 4382,
main.proxyHandler() - 5489,
main.convertLog() - 2344,
Average size of image - 600kb;
Yes, it have 8Gb RAM. I try to set 1Gb limit, but i saw the peak - 1,6Gb

Ingiboy · 2023-05-24T12:12:59Z

All not good) I tried to put memory=1G and memswap_limit=1G || memswap_limit=0. If the memory usage is about gigabyte - LA about 40, CPU wa about 80% etc(

n0vad3v · 2023-05-24T13:34:16Z

🤔 Kinda weird as I still cannot reproduce your issue in my local env, when setting memory and memswap_limit, my container gets instantly killed when RAM exceeds that value, with some failed requests and almost no high CPU spikes.

Have you tried maybe change a VPS provider or machine to have another test on similar scenario?

Ingiboy · 2023-05-24T17:31:59Z

May be it helps:

#docker -v
Docker version 20.10.21, build 20.10.21-0ubuntu1~18.04.3

# lsb_release -a
Description:    Ubuntu 18.04.6 LTS

Unfortunately i can't change server, because it prod

Ingiboy · 2023-05-24T17:59:00Z

Generally, it doesn't matter exactly how docker is restarted. webp-server - great tool, many thanks)
I'll wait until the memory leaks are fixed)

bugfest · 2023-05-29T12:00:32Z

I'm experiencing a similar issue when to many requests hits the server:

4 vCPU, 8GB of RAM box:

Out of memory: Killed process 4402 (webp-server) total-vm:10140532kB, anon-rss:743668>

I'm going to take a look to vips setup

bugfest · 2023-05-30T08:48:15Z

So using this fixed config for vips makes my server not to crash (OOM killer) under load:

        vips.Startup(&vips.Config{
-               ConcurrencyLevel: runtime.NumCPU(),
+               ConcurrencyLevel: 1,
+               MaxCacheMem: 16 * 1024 * 1024,
+               MaxCacheSize: 16 * 1024 * 1024,
+               MaxCacheFiles: 128,
        })

But this is just a workaround; I'd say the solution is to solve #75, I'm now evaluating the following go-routine pool implementations:

n0vad3v · 2023-05-30T09:56:16Z

Maybe we need to figure out how theses params affect the real performance, as in PR #200 I've done some tests and said:

However we need more information on MaxCacheMem and MaxCacheSize before considering merging this PR.

With @BennyThink 's reply

vips_cache_set_max_mem() and vips_cache_get_max_mem(): These are functions that control the maximum amount of memory that libvips will use for caching. If a request to allocate more memory for caching comes in and it would cause libvips to exceed this limit, the cache is trimmed to stay under this limit. The size is in bytes.
vips_cache_set_max() and vips_cache_get_max(): These control the maximum number of operations that libvips will cache. If more operations are requested than this number, the least recently used operations are dropped from the cache. This is essentially a count of cached operations, not a size in bytes.
by chatgpt

I mean, if given the MaxCacheMem,MaxCacheSize,MaxCacheFiles above will have no performance impact to WebP Server, maybe we should just hard code it? (maybe leave some env for user to adjust them if they wish)

n0vad3v · 2023-05-30T12:09:33Z

I've done some benchmark on some photos (239 Photos, total 2.4GiB) using prefetch

Normal configuration:

	vips.Startup(&vips.Config{
		ConcurrencyLevel: runtime.NumCPU(),
	})

Prefetching... 100% |██████████████████████████████████████████████████████| (239/239, 11 it/s)         
Prefetch completeY(^_^)Y in 22.192475241s

bugfest configuration:

	vips.Startup(&vips.Config{
		ConcurrencyLevel: 1,
		MaxCacheMem:      16 * 1024 * 1024,
		MaxCacheSize:     16 * 1024 * 1024,
		MaxCacheFiles:    128,
	})

Prefetching... 100% |██████████████████████████████████████████████████████| (239/239, 12 it/s)         
Prefetch completeY(^_^)Y in 20.291148467s

However in prefetch we'll be default use all cores to convert so it might not be the best case to benchmark, but RES usage somehow shows that bugfest configuration seems does no harm on performance and by the way reduced RAM usage.
If this is the case, I think we can just hard code them into WebP Server Go.🤔

bugfest · 2023-05-30T14:07:40Z

Sorry @n0vad3v I didn't mentioned I use it in proxy mode with AVIF enabled. I think the issue is each new HTTP request spins a new go routine so the memory consumption skyrockets. Specially on first load; with no cached webp/avif images in disk.

bugfest · 2023-05-30T14:11:40Z

Also, I don't know if we should develop some parallel test in which we benchmark edge-cases here; like concurrent images converstion with the max size allowed by the image format (64k x 64k)

Ingiboy · 2023-05-30T14:23:00Z

Sorry @n0vad3v I didn't mentioned I use it in proxy mode with AVIF enabled.

Yes, me too use it in proxy mode, but without avif, only webp

n0vad3v · 2023-05-30T14:39:59Z

Also, I don't know if we should develop some parallel test in which we benchmark edge-cases here; like concurrent images converstion with the max size allowed by the image format (64k x 64k)

Yeah, and I've been thinking of creating a testing website for proxy mode testing, like generating 200+ images and host it on a website for testing, but I have no idea on image source(especially when dealing with license).

bugfest · 2023-05-30T14:46:34Z

what about if we generate completely random/noise images (https://github.com/mathisve/GoRandomNoiseImage) on the fly so that we can benchmark/measure the conversion when running in parallel?

bhzhu203 · 2023-05-31T07:09:36Z

export MALLOC_ARENA_MAX=1
the memery is stable at 2.5G ~ 3G

export MALLOC_ARENA_MAX=1
export LD_PRELOAD=/libjemalloc.so

the memery is stable at 150m~204.2m .

Seems there is the best memery performance with jemalloc . Could webp-server link static with jemalloc lib ?

n0vad3v · 2023-05-31T08:37:04Z

export LD_PRELOAD=/libjemalloc.so

Nice catch, I've done some local testing and found that jemalloc indeed uses less RAM. However will this have negative impact on stability or performance.

I saw some related discussion at: lovell/sharp#955 (comment) and libvips/libvips#1064 (comment).

Currently I'm planning to add jemalloc and tcmalloc to Dockerfile, and allow user using ENV for switching between those.

n0vad3v · 2023-05-31T12:47:25Z

We've released 0.8.4 https://github.com/webp-sh/webp_server_go/releases/tag/0.8.4, this version allows user to choose malloc when using docker, more info can be found on https://docs.webp.sh/usage/docker/

Ingiboy · 2023-06-01T09:32:59Z

In proxy mode on prod:

#docker-compose.yml
version: "3.3"

services:
  webp:
    container_name: webp
    image: webpsh/webp-server-go:0.8.4
    restart: unless-stopped
    user: 1001:1001
    cap_drop:
      - ALL
    environment:
      - MALLOC_ARENA_MAX=1
      - LD_PRELOAD=/usr/lib/x86_64-linux-gnu/libjemalloc.so.2
#      - LD_PRELOAD=/usr/lib/x86_64-linux-gnu/libtcmalloc_minimal.so.4.5.6
    volumes:
      - /etc/localtime:/etc/localtime:ro
      - ./webp/config.json:/etc/config.json:ro
      - /var/tmp/webp/exhaust:/opt/exhaust
      - /var/tmp/webp/remote-raw:/opt/remote-raw
    ports:
     - 127.0.0.1:3335:3333

#config.json
{
  "HOST": "0.0.0.0",
  "PORT": "3333",
  "QUALITY": "80",
  "MAX_JOB_COUNT": "4",
  "IMG_PATH": "http://127.0.0.1:8080",
  "EXHAUST_PATH": "./exhaust",
  "ALLOWED_TYPES": ["jpg","png","jpeg","bmp"],
  "ENABLE_AVIF": false
}

Ingiboy · 2023-06-01T13:23:38Z

#Dockerfile
FROM alpine:3.18 as builder
RUN apk --update add --no-cache go vips-dev && \
    mkdir /build
COPY ./build/go.mod /build
RUN cd /build && \
    go mod download
COPY ./build /build
RUN cd /build && \
    go build -ldflags="-s -w" -o webp-server .

FROM alpine:3.18
RUN apk --update add --no-cache vips ca-certificates jemalloc
COPY --from=builder /build/webp-server  /usr/bin/webp-server
COPY --from=builder /build/config.json /etc/config.json
WORKDIR /opt
CMD ["/usr/bin/webp-server", "--config", "/etc/config.json"]

#docker-compose.yml
      - LD_PRELOAD=/usr/lib/libjemalloc.so.2

I saw in docker stats a short peak cpu up to 300+% and ram up to 1.4gb and down to 200mb in 5-10 seconds

bugfest · 2023-06-02T10:16:27Z

I've been doing a lot of reseach and extended testing (including go profiling). I still have issues with WEBP+AVIF in concurrent context with proxy mode.

With +70 requests in paralell when I start without any local cache, the server has to convert all those images and what I think is happening is that we're not queuing requests to govips; so when those requests get to the server, I get a peak of +100 go-subrotines converting to both image types. This leads to a physical memory consumption spike and then triggers docker or the host system OOM killer.

Current known workarounds:

Limit the number of requests hitting the server at once (I'd like to avoid this as does not really help to the stability of webp_server_go itself)
Add more memory to the system
Disable AVIF conversion (so that the memory footprint is much lower)
Reduce the VIPS concurrency to 1

I think it'd be worth it to create a priority queue to then limit how many jobs we're really sending to govips. That way we could add some more config parameters to control how many parallel jobs the host is able to handle and even allowing us to execute opportunistic convertion to AVIF when enough system resources ara available, etc.

Any thoughs @n0vad3v, @BennyThink ?

BennyThink · 2023-06-02T13:04:55Z

Disable AVIF conversion (so that the memory footprint is much lower) ✅
Reduce the VIPS concurrency to 1 - maybe not 1 but 10? Does ConcurrencyLevel config works?

n0vad3v · 2023-06-02T13:31:29Z

@bugfest I agree with the conversion queue plan, thus user can control how many convert can be triggered at one moment, you've mentioned

I get a peak of +100 go-subrotines converting to both image types

Maybe a simple way to limit this can be done by limiting total Go routines in program?(thus can automatically queue the latter requests)

bugfest · 2023-06-02T14:15:04Z

* Reduce the VIPS concurrency to 1 - maybe not 1 but 10? Does `ConcurrencyLevel` [config](https://github.com/davidbyttow/govips/blob/c6838fceef8d93bca9e044187a412540b62c6090/vips/govips.go#L47) works?

@BennyThink Increasing the value, in my case, makes the server to consume resources faster: #198 (comment)

@bugfest I agree with the conversion queue plan, thus user can control how many convert can be triggered at one moment, you've mentioned

@n0vad3v Nice! I'll share a proposal as soon as I get it working

I get a peak of +100 go-subrotines converting to both image types

Maybe a simple way to limit this can be done by limiting total Go routines in program?(thus can automatically queue the latter requests)

It also has impact on the http server performance itself so I wouldn't go that way.

bugfest · 2023-06-08T11:48:35Z

Hi @n0vad3v, @BennyThink I've prepared que async implementation as per my last comment. Opened PR #226

Ingiboy · 2023-07-06T11:23:58Z

With alpine+docker version 0.9.2 down every 3-5 mins with:

2023/07/06 17:59:05 [VIPS.info] g_getenv( "PATH" ) == "/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin"
2023/07/06 17:59:05 [VIPS.info] looking in "/usr/local/sbin" for "govips"
2023/07/06 17:59:05 [VIPS.info] looking in "/usr/local/bin" for "govips"
2023/07/06 17:59:05 [VIPS.info] looking in "/usr/sbin" for "govips"
2023/07/06 17:59:05 [VIPS.info] looking in "/usr/bin" for "govips"
2023/07/06 17:59:05 [VIPS.info] looking in "/sbin" for "govips"
2023/07/06 17:59:05 [VIPS.info] looking in "/bin" for "govips"
2023/07/06 17:59:05 [VIPS.info] trying for dir = "/opt/govips", name = "govips"
2023/07/06 17:59:05 [VIPS.info] canonicalised path = "/opt"
2023/07/06 17:59:05 [VIPS.info] VIPS_PREFIX = /usr
2023/07/06 17:59:05 [VIPS.info] VIPS_LIBDIR = /usr/lib
2023/07/06 17:59:05 [VIPS.info] prefix = /usr
2023/07/06 17:59:05 [VIPS.info] libdir = /usr/lib
2023/07/06 17:59:05 [VIPS.info] searching "/usr/lib/vips-modules-8.14"
2023/07/06 17:59:05 [VIPS.info] searching "/usr/lib/vips-plugins-8.14"
2023/07/06 17:59:05 [govips.info] vips 8.14.2 started with concurrency=4 cache_max_files=0 cache_max_mem=0 cache_max=0
2023/07/06 17:59:05 [govips.info] registered image type loader type=png
2023/07/06 17:59:05 [govips.info] registered image type loader type=svg
2023/07/06 17:59:05 [govips.info] registered image type loader type=tiff
2023/07/06 17:59:05 [govips.info] registered image type loader type=webp
2023/07/06 17:59:05 [govips.info] registered image type loader type=jpeg
2023/07/06 17:59:05 [govips.info] registered image type loader type=jp2k
2023/07/06 17:59:05 [govips.info] registered image type loader type=gif
fatal error: concurrent map read and map write
...many lines

how fix it? thx

error out: https://pastebin.com/BGhEBVq2

n0vad3v · 2023-07-06T13:06:07Z

@Ingiboy Hmmm, that's weird, but thanks for reporting, we're investigating on this, probably something wrong with the code.

In the mean time, could you please have a try on our official docker image to see if this issue will reproduce?

Example usage can be found on https://docs.webp.sh/usage/docker/

n0vad3v · 2023-07-06T14:18:02Z

@Ingiboy We think we've found the problem, please have a try on version 0.9.3 to see if it solves this problem.

Ingiboy · 2023-07-06T15:33:20Z

@n0vad3v 30 mins on air without errors, it looks like it works)
Many thanks!

BennyThink · 2023-07-07T08:56:40Z

since user can use jemalloc or tcmalloc to mitigate OOM issue, consider this as finished.

bhzhu203 assigned n0vad3v May 17, 2023

n0vad3v mentioned this issue May 17, 2023

Better RAM usage #200

Merged

n0vad3v mentioned this issue May 20, 2023

Limiting the number of concurrent conversion tasks to reduce memory usage #75

Closed

BennyThink added enhancement New feature or request bug Something isn't working labels May 25, 2023

n0vad3v mentioned this issue May 29, 2023

Some webp images corrupted in first time when using nginx reverse proxy #213

Closed

n0vad3v linked a pull request May 31, 2023 that will close this issue

Add libjemalloc2 and libtcmalloc-minimal4 to Dockerfile #222

Merged

BennyThink closed this as completed in #222 May 31, 2023

n0vad3v reopened this May 31, 2023

bugfest mentioned this issue Jun 8, 2023

Lazy mode - async image convert implementation #226

Closed

n0vad3v mentioned this issue Jul 6, 2023

Move matcher to outside to avoid fatal error: concurrent map read and map write #250

Merged

BennyThink closed this as completed Jul 7, 2023

webp-server uses to much memory #198

webp-server uses to much memory #198

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