The only expection is the models if I'm not mistaken, which are stored locally by default.
I think that will work, but I'm not sure actually. I know for sure that something like us-east-2 is supported
A bit overwhelmed by configuration, since it has an agent, a server and bunch of configuration files, easy to mess up
SuccessfulKoala55 Hey, Jake, getting back to you. I couldn't be able to resolve my issue. I can access my bucket by any means just fine, e.g. by S3 CLI client. All the tools I use require 4 params: AK, SK, endpoint, bucket. I wonder why ClearML doesn't have explicit endpoint parameter and you have to use output_uri for it and why is there a region when other tools don't require it.
SmugDolphin23 I added a region, run experiment again. Didn't work
BoredBat47 Just to check if u need to do update-ca-certificates or equivalent?
SmugDolphin23 Thanks a lot, that actually worked! It was very difficult to figure out you have to plug those exact values given you have https endpoint:
- Using s3 protocol instead of https together with bucket name in output URI
- Not providing a bucket name in credentials section where it is by default
- Providing default secure port for both host and output URI
- Disabling credentials chainI think a common use case for many people that they get S3 storage with integrated Amazon solution where they are provided with region and a bucket name. Together with access key it's sufficient to connect to their cloud. But a lot of people, especially in enterprise have a case like mine where they have https endpoint to their company hosted S3 solution so I think it would be great to reflect that case in documentation so other people would have easier time to configure https endpoints for clearml-agent. Another thing would be nice to have is to support endpoint parameter under S3 section of clearml.conf which if provided as is (with https and no port) is sufficient to connect to S3 bucket. That would require some coding and rewriting URL constructing methods and maybe boto3 calls (I peeked inside a code and would say some places regarding this issue were questionable e.g. init method in _Container class in helper.py). I would try to fix it myself and make a pull request if working schedule lets me but I can't make a promise on that.
CostlyOstrich36 SuccessfulKoala55 H. Thank you too for helping! Would be great if you'd try to look at the issue I discussed in this message.
Good luck, guys!
I meant the code where you upload an artifact, sorry
SuccessfulKoala55 Fixed it by setting env var with path to certificates. I was sure that wouldn't help since I can curl and python get request to my endpoint from shell just fine. Now it says I am missing security headers, seems it's something on my side. Will try to fix this
SmugDolphin23 SuccessfulKoala55
2023-02-03 20:38:14,515 - clearml.metrics - WARNING - Failed uploading to <my-endpoint> (HTTPSConnectionPool(host=' e ndpoint', port=443): Max retries exceeded with url: / (Caused by SSLError(SSLCertVerificationError(1, '[SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to get local issuer certificate (_ssl.c:1131)'))))
2023-02-03 20:38:14,517 - clearml.metrics - ERROR - Not uploading 1/2 events because the data upload failed
BoredBat47 Yeah. This is an example:
s3 {
key: "mykey"
secret: "mysecret"
region: "us-east-1"
credentials: [
{
bucket: "
"
key: "mykey"
secret: "mysecret"
region: "us-east-1"
},
]
}
# some other config
default_output_uri: "
"
How can you have a certificate error if you're using S3? I'm sure their certificate is OK...
BoredBat47 How would you connect with boto3 ? ClearML uses boto3 as well, what it basically does is getting the key/secret/region from the conf file. After that it opens a Session with the credentials. Have you tried deleting the region altogether from the conf file?
OK. Bt the way, you can find the region from the AWS dashabord
OddShrimp85 I fixed my SSL error by putting REQUESTS_CA_BUNDLE=/etc/ssl/certs/ca-certificates.crt in .bashrc file
Yeah, that's always the case with complex systems 😕
` s3 {
# S3 credentials, used for read/write access by various SDK elements
# default, used for any bucket not specified below
key: "mykey"
secret: "mysecret"
region: " ` ` "
credentials: [
{
bucket: "mybucket"
key: "mykey"
secret: "mysecret"
region: " ` ` "
}, `
SuccessfulKoala55 Could you provide a sample of how to properly fill all the necessary config values to make S3 work, please?
My endpoint starts with https:// and I don't know what my region is, endpoint URL doesn't contain it.
Right now I fill it like this:
aws.s3.key = <access-key>
aws.s3.secret = <secret-key>
aws.s3.region = <blank>
aws.s3.credentials.0.bucket = <just_bucket_name>
aws.s3.credentials.0.key = <access-key>
aws.s3.credentials.0.secret = <secret-key>
sdk.development.default_output_uri = <
>
SuccessfulKoala55 I figured where to find a region but we don't have an AWS dashboard. We have a custom S3 solution for our own enterprise servers like many companies do, data is not stored on amazon servers. That is why we have and endpoint which is an URL starting with http:// If I would connect to our bucket via boto3 I would pass endpoint to a client session with endpoint_url
The code is run from another machine where clearml.conf configured to connect to ClearML server, no other configurations are provided
Could you try adding region under credentials as well?
SmugDolphin23 Thank you very much!
That's clearml.conf for ClearML end users right?
SmugDolphin23 I didn't use a region at first and that was not working. Now I use a region and it still doesn't work.
From the boto3 inside a Python I could create a session where I specify ak and sk, and create a client from the session where I pass service_name and endpoint_url. It works just fine
And I believe that by default we send artifacts to the clearml server if not specified
OddShrimp85 I haven't done it, for me it worked as-is
BoredBat47 the bucket name in your case should just be somebucket (and should not start with s3:// )