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Model registration is not working #3699

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Aslyamovt opened this issue Mar 27, 2023 · 1 comment
Open

Model registration is not working #3699

Aslyamovt opened this issue Mar 27, 2023 · 1 comment
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@liuverta

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@Aslyamovt
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I always get this kind of exception when i'm trying to call client.get_or_create_registered_model or client.get_registered_model

---------------------------------------------------------------------------
ValueError                                Traceback (most recent call last)
Input In [27], in <cell line: 1>()
----> 1 client.get_registered_model("iris_classifier")

File D:\Anaconda\envs\agriculture\lib\site-packages\verta\client.py:899, in Client.get_registered_model(self, name, workspace, id)
    897     registered_model = RegisteredModel._get_by_id(self._conn, self._conf, id)
    898 else:
--> 899     registered_model = RegisteredModel._get_by_name(
    900         self._conn, self._conf, name, workspace
    901     )
    903 if registered_model is None:
    904     raise ValueError("Registered model not found")

File D:\Anaconda\envs\agriculture\lib\site-packages\verta\tracking\entities\_entity.py:141, in _ModelDBEntity._get_by_name(cls, conn, conf, name, parent)
    139 @classmethod
    140 def _get_by_name(cls, conn, conf, name, parent):
--> 141     msg = cls._get_proto_by_name(conn, name, parent)
    142     if msg:
    143         # pylint: disable=no-value-for-parameter
    144         # this is only called on subclasses, so 3 params to cls() is correct
    145         return cls(conn, conf, msg)

File D:\Anaconda\envs\agriculture\lib\site-packages\verta\registry\entities\_model.py:1003, in RegisteredModel._get_proto_by_name(cls, conn, name, workspace)
    996 Message = _RegistryService.GetRegisteredModelRequest
    997 response = conn.make_proto_request(
    998     "GET",
    999     "/api/v1/registry/workspaces/{}/registered_models/{}".format(
   1000         workspace, name
   1001     ),
   1002 )
-> 1003 return conn.maybe_proto_response(response, Message.Response).registered_model

File D:\Anaconda\envs\agriculture\lib\site-packages\verta\_internal_utils\_utils.py:222, in Connection.maybe_proto_response(response, response_type)
    219 @staticmethod
    220 def maybe_proto_response(response, response_type):
    221     if response.ok:
--> 222         response_msg = json_to_proto(body_to_json(response), response_type)
    223         return response_msg
    224     else:

File D:\Anaconda\envs\agriculture\lib\site-packages\verta\_internal_utils\_utils.py:590, in body_to_json(response)
    581 msg = "\n".join(
    582     [
    583         "expected JSON response from {}, but instead got:".format(response.url),
   (...)
    587     ]
    588 )
    589 msg = six.ensure_str(msg)
--> 590 six.raise_from(ValueError(msg), None)

File <string>:3, in raise_from(value, from_value)

ValueError: expected JSON response from http://localhost:3000/api/v1/registry/workspaces/personal/registered_models/iris_classifier, but instead got:
<!doctype html><html lang="en"><head><meta charset="utf-8"/><link rel="shortcut icon" href="/favicon.png"/><meta name="viewport" content="width=device-width,initial-scale=1,shrink-to-fit=no"/><meta name="theme-color" content="#000000"/><link rel="manifest" href="/manifest.json"/><title>Verta AI</title><link href="/static/css/2.722a1fc9.chunk.css" rel="stylesheet"><link href="/static/css/main.3a7bd0dc.chunk.css" rel="stylesheet"></head><body><noscript>You need to enable JavaScript to run this app.</noscript><div id="root"></div><script>!function(e){function r(r){for(var n,l,a=r[0],f=r[1],i=r[2],c=0,s=[];c<a.length;c++)l=a[c],Object.prototype.hasOwnProperty.call(o,l)&&o[l]&&s.push(o[l][0]),o[l]=0;for(n in f)Object.prototype.hasOwnProperty.call(f,n)&&(e[n]=f[n]);for(p&&p(r);s.length;)s.shift()();return u.push.apply(u,i||[]),t()}function t(){for(var e,r=0;r<u.length;r++){for(var t=u[r],n=!0,a=1;a<t.length;a++){var f=t[a];0!==o[f]&&(n=!1)}n&&(u.splice(r--,1),e=l(l.s=t[0]))}return e}var n={},o={1:0},u=[];function l(r){if(n[r])return n[r].exports;var t=n[r]={i:r,l:!1,exports:{}};return e[r].call(t.exports,t,t.exports,l),t.l=!0,t.exports}l.m=e,l.c=n,l.d=function(e,r,t){l.o(e,r)||Object.defineProperty(e,r,{enumerable:!0,get:t})},l.r=function(e){"undefined"!=typeof Symbol&&Symbol.toStringTag&&Object.defineProperty(e,Symbol.toStringTag,{value:"Module"}),Object.defineProperty(e,"__esModule",{value:!0})},l.t=function(e,r){if(1&r&&(e=l(e)),8&r)return e;if(4&r&&"object"==typeof e&&e&&e.__esModule)return e;var t=Object.create(null);if(l.r(t),Object.defineProperty(t,"default",{enumerable:!0,value:e}),2&r&&"string"!=typeof e)for(var n in e)l.d(t,n,function(r){return e[r]}.bind(null,n));return t},l.n=function(e){var r=e&&e.__esModule?function(){return e.default}:function(){return e};return l.d(r,"a",r),r},l.o=function(e,r){return Object.prototype.hasOwnProperty.call(e,r)},l.p="/";var a=this.webpackJsonpverta=this.webpackJsonpverta||[],f=a.push.bind(a);a.push=r,a=a.slice();for(var i=0;i<a.length;i++)r(a[i]);var p=f;t()}([])</script><script src="/static/js/2.2beaca20.chunk.js"></script><script src="/static/js/main.a839b027.chunk.js"></script></body></html>

Please notify the Verta development team.

I also get exception during client.create_registered_model

---------------------------------------------------------------------------
HTTPError                                 Traceback (most recent call last)
Input In [28], in <cell line: 1>()
----> 1 client.create_registered_model(
      2     name="iris_classifier", 
      3     labels=["MLP", "pytorch", "classifier"]
      4 )

File D:\Anaconda\envs\agriculture\lib\site-packages\verta\client.py:1302, in Client.create_registered_model(self, name, desc, labels, workspace, public_within_org, visibility, task_type, data_type)
   1299 ctx = _Context(self._conn, self._conf)
   1300 ctx.workspace_name = workspace
-> 1302 return RegisteredModel._create(
   1303     self._conn,
   1304     self._conf,
   1305     ctx,
   1306     name=name,
   1307     desc=desc,
   1308     tags=labels,
   1309     public_within_org=public_within_org,
   1310     visibility=visibility,
   1311     task_type=task_type,
   1312     data_type=data_type,
   1313 )

File D:\Anaconda\envs\agriculture\lib\site-packages\verta\tracking\entities\_entity.py:179, in _ModelDBEntity._create(cls, conn, conf, *args, **kwargs)
    174 if "visibility" in kwargs and kwargs["visibility"] is None:
    175     # this case shouldn't happen since `visibility` should be wherever
    176     # `public_within_org` is, but just in case
    177     kwargs[VISIBILITY_KEY] = _workspace_default._WorkspaceDefault()
--> 179 msg = cls._create_proto(conn, *args, **kwargs)
    180 if msg:
    181     # pylint: disable=no-value-for-parameter
    182     # this is only called on subclasses, so 3 params to cls() is correct
    183     return cls(conn, conf, msg)

File D:\Anaconda\envs\agriculture\lib\site-packages\verta\tracking\entities\_entity.py:207, in _ModelDBEntity._create_proto(cls, conn, *args, **kwargs)
    197             attrs[key] = value._as_dict()
    199     kwargs["attrs"] = [
    200         _CommonCommonService.KeyValue(
    201             key=key,
   (...)
    204         for key, value in six.viewitems(attrs)
    205     ]
--> 207 return cls._create_proto_internal(conn, *args, **kwargs)

File D:\Anaconda\envs\agriculture\lib\site-packages\verta\registry\entities\_model.py:1050, in RegisteredModel._create_proto_internal(cls, conn, ctx, name, desc, tags, attrs, date_created, public_within_org, visibility, task_type, data_type)
   1041 msg.resource_visibility = visibility._visibility
   1043 response = conn.make_proto_request(
   1044     "POST",
   1045     "/api/v1/registry/workspaces/{}/registered_models".format(
   (...)
   1048     body=msg,
   1049 )
-> 1050 registered_model = conn.must_proto_response(
   1051     response, _RegistryService.SetRegisteredModel.Response
   1052 ).registered_model
   1054 if ctx.workspace_name is not None:
   1055     WORKSPACE_PRINT_MSG = "workspace: {}".format(ctx.workspace_name)

File D:\Anaconda\envs\agriculture\lib\site-packages\verta\_internal_utils\_utils.py:242, in Connection.must_proto_response(response, response_type)
    240     return response_msg
    241 else:
--> 242     raise_for_http_error(response)

File D:\Anaconda\envs\agriculture\lib\site-packages\verta\_internal_utils\_utils.py:555, in raise_for_http_error(response)
    552     cause = "Unexpected"
    553 message = f"{response.status_code} {cause} Error: {reason} " \
    554           f"for url: {response.url}{time_str}"
--> 555 six.raise_from(requests.HTTPError(message, response=response), None)

File <string>:3, in raise_from(value, from_value)

HTTPError: 404 Client Error: <!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<title>Error</title>
</head>
<body>
<pre>Cannot POST /api/v1/registry/workspaces/personal/registered_models</pre>
</body>
</html> for url: http://localhost:3000/api/v1/registry/workspaces/personal/registered_models at 2023-03-27 12:13:10.908000 UTC
@liuverta liuverta self-assigned this Mar 27, 2023
@liuverta liuverta mentioned this issue Mar 27, 2023
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@liuverta
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Hi @Aslyamovt, thank you for your interest in ModelDB! The Verta model catalog (which includes client functions like get_or_create_registered_model()) is currently only available through our hosted and enterprise offerings.

Depending on your use case, I'd recommend contacting us through our support page (https://www.verta.ai/contact-us) and folks there may be able to walk you through some potential options that can fit what you're looking for.

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@Aslyamovt @liuverta