@<1523701435869433856:profile|SmugDolphin23> @<1523701087100473344:profile|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
OK. Bt the way, you can find the region from the AWS dashabord
@<1523701087100473344:profile|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.
@<1523701087100473344:profile|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
@<1523701435869433856:profile|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
Hi again, @<1526734383564722176:profile|BoredBat47> ! I actually took a closer look at this. The config file should look like this:
s3 {
key: "KEY"
secret: "SECRET"
use_credentials_chain: false
credentials: [
{
host: "myendpoint:443" # no http(s):// and no s3:// prefix, also no bucket name
key: "KEY"
secret: "SECRET"
secure: true # if https
},
]
}
default_output_uri: "
" # notice the s3:// prefix (not http(s))
The region should be optional, but try setting it as well if it doesn't work
` 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: " ` ` "
}, `
I meant the code where you upload an artifact, sorry
SmugDolphin23 Sorry to bother again, output_uri should be a URI to S3 endpoint or clear ml fileserver? If it's not provided artifacts are stored locally, right?
A bit overwhelmed by configuration, since it has an agent, a server and bunch of configuration files, easy to mess up
And I believe that by default we send artifacts to the clearml server if not specified
it's the same file you added your s3 creds to
@<1523701435869433856:profile|SmugDolphin23> Hello, again! I tried to fill the values by your example. Still no luck. I noticed console log on my task says that I have certificate error. I disabled it in api section in clearml.conf like this: verify_certificate = false and I still have SSL error. Any clues why would that be?
@<1523701435869433856:profile|SmugDolphin23> I actually don't know where to get my region for the creds to S3 I am using. From what I figured, I have to plug in my sk, ak and bucket into credentials in agent and output URI must be my S3 endpoint — complete URI with protocol. Is it correct?
@<1523701304709353472:profile|OddShrimp85> I haven't done it, for me it worked as-is
I think that will work, but I'm not sure actually. I know for sure that something like us-east-2 is supported
@<1526734383564722176:profile|BoredBat47> the bucket name in your case should just be somebucket (and should not start with s3:// )
@<1523701087100473344:profile|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 I added a region, run experiment again. Didn't work
SmugDolphin23 Thank you very much!
That's clearml.conf for ClearML end users right?
Oh, it's configured o agent machine, got you
@<1523701087100473344:profile|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 = <
>
The only expection is the models if I'm not mistaken, which are stored locally by default.
@<1526734383564722176:profile|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...
@<1523701304709353472:profile|OddShrimp85> I fixed my SSL error by putting REQUESTS_CA_BUNDLE=/etc/ssl/certs/ca-certificates.crt in .bashrc file