Module aiolirest.api.registries_api
HPE Machine Learning Inference Software (MLIS/Aioli)
HPE MLIS is Aioli – The AI On-line Inference Platform that enables easy deployment, tracking, and serving of your packaged models regardless of your preferred AI framework.
The version of the OpenAPI document: 1.0.0 Contact: community@determined-ai Generated by OpenAPI Generator (https://openapi-generator.tech)
Do not edit the class manually.
Expand source code
# coding: utf-8
"""
HPE Machine Learning Inference Software (MLIS/Aioli)
HPE MLIS is *Aioli* -- The AI On-line Inference Platform that enables easy deployment, tracking, and serving of your packaged models regardless of your preferred AI framework.
The version of the OpenAPI document: 1.0.0
Contact: community@determined-ai
Generated by OpenAPI Generator (https://openapi-generator.tech)
Do not edit the class manually.
""" # noqa: E501
import io
import warnings
from pydantic import validate_call, Field, StrictFloat, StrictStr, StrictInt
from typing import Dict, List, Optional, Tuple, Union, Any
try:
from typing import Annotated
except ImportError:
from typing_extensions import Annotated
from pydantic import Field
from typing_extensions import Annotated
from pydantic import StrictStr
from typing import List, Optional
from aiolirest.models.model_response import ModelResponse
from aiolirest.models.success_response import SuccessResponse
from aiolirest.models.trained_model_registry import TrainedModelRegistry
from aiolirest.models.trained_model_registry_request import TrainedModelRegistryRequest
from aiolirest.api_client import ApiClient
from aiolirest.api_response import ApiResponse
from aiolirest.rest import RESTResponseType
class RegistriesApi:
"""NOTE: This class is auto generated by OpenAPI Generator
Ref: https://openapi-generator.tech
Do not edit the class manually.
"""
def __init__(self, api_client=None) -> None:
if api_client is None:
api_client = ApiClient.get_default()
self.api_client = api_client
@validate_call
def registries_get(
self,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> List[TrainedModelRegistry]:
"""Get all model registries.
Return the properties of all configured model registries.
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._registries_get_serialize(
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "List[TrainedModelRegistry]",
'500': "ErrorResponse"
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def registries_get_with_http_info(
self,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[List[TrainedModelRegistry]]:
"""Get all model registries.
Return the properties of all configured model registries.
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._registries_get_serialize(
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "List[TrainedModelRegistry]",
'500': "ErrorResponse"
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def registries_get_without_preload_content(
self,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Get all model registries.
Return the properties of all configured model registries.
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._registries_get_serialize(
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "List[TrainedModelRegistry]",
'500': "ErrorResponse"
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _registries_get_serialize(
self,
_request_auth,
_content_type,
_headers,
_host_index,
) -> Tuple:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[str, str] = {}
_body_params: Optional[bytes] = None
# process the path parameters
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
# set the HTTP header `Accept`
_header_params['Accept'] = self.api_client.select_header_accept(
[
'*/*'
]
)
# authentication setting
_auth_settings: List[str] = [
'ApiKeyAuth'
]
return self.api_client.param_serialize(
method='GET',
resource_path='/registries',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def registries_id_delete(
self,
id: Annotated[StrictStr, Field(description="Model Registry ID")],
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> SuccessResponse:
"""Delete a model registry.
Delete a model registry by ID. To successfully delete a model registry it can no longer be referenced by any models.
:param id: Model Registry ID (required)
:type id: str
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._registries_id_delete_serialize(
id=id,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "SuccessResponse",
'404': "ErrorResponse",
'500': "ErrorResponse"
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def registries_id_delete_with_http_info(
self,
id: Annotated[StrictStr, Field(description="Model Registry ID")],
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[SuccessResponse]:
"""Delete a model registry.
Delete a model registry by ID. To successfully delete a model registry it can no longer be referenced by any models.
:param id: Model Registry ID (required)
:type id: str
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._registries_id_delete_serialize(
id=id,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "SuccessResponse",
'404': "ErrorResponse",
'500': "ErrorResponse"
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def registries_id_delete_without_preload_content(
self,
id: Annotated[StrictStr, Field(description="Model Registry ID")],
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Delete a model registry.
Delete a model registry by ID. To successfully delete a model registry it can no longer be referenced by any models.
:param id: Model Registry ID (required)
:type id: str
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._registries_id_delete_serialize(
id=id,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "SuccessResponse",
'404': "ErrorResponse",
'500': "ErrorResponse"
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _registries_id_delete_serialize(
self,
id,
_request_auth,
_content_type,
_headers,
_host_index,
) -> Tuple:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[str, str] = {}
_body_params: Optional[bytes] = None
# process the path parameters
if id is not None:
_path_params['id'] = id
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
# set the HTTP header `Accept`
_header_params['Accept'] = self.api_client.select_header_accept(
[
'*/*'
]
)
# authentication setting
_auth_settings: List[str] = [
'ApiKeyAuth'
]
return self.api_client.param_serialize(
method='DELETE',
resource_path='/registries/{id}',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def registries_id_get(
self,
id: Annotated[StrictStr, Field(description="Model Registry ID")],
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> TrainedModelRegistry:
"""Get a model registry by ID.
Return the properties of the model registry by ID.
:param id: Model Registry ID (required)
:type id: str
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._registries_id_get_serialize(
id=id,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "TrainedModelRegistry",
'404': "ErrorResponse",
'500': "ErrorResponse"
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def registries_id_get_with_http_info(
self,
id: Annotated[StrictStr, Field(description="Model Registry ID")],
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[TrainedModelRegistry]:
"""Get a model registry by ID.
Return the properties of the model registry by ID.
:param id: Model Registry ID (required)
:type id: str
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._registries_id_get_serialize(
id=id,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "TrainedModelRegistry",
'404': "ErrorResponse",
'500': "ErrorResponse"
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def registries_id_get_without_preload_content(
self,
id: Annotated[StrictStr, Field(description="Model Registry ID")],
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Get a model registry by ID.
Return the properties of the model registry by ID.
:param id: Model Registry ID (required)
:type id: str
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._registries_id_get_serialize(
id=id,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "TrainedModelRegistry",
'404': "ErrorResponse",
'500': "ErrorResponse"
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _registries_id_get_serialize(
self,
id,
_request_auth,
_content_type,
_headers,
_host_index,
) -> Tuple:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[str, str] = {}
_body_params: Optional[bytes] = None
# process the path parameters
if id is not None:
_path_params['id'] = id
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
# set the HTTP header `Accept`
_header_params['Accept'] = self.api_client.select_header_accept(
[
'*/*'
]
)
# authentication setting
_auth_settings: List[str] = [
'ApiKeyAuth'
]
return self.api_client.param_serialize(
method='GET',
resource_path='/registries/{id}',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def registries_id_models_get(
self,
id: Annotated[StrictStr, Field(description="Model Registry ID")],
modelformat: Annotated[Optional[StrictStr], Field(description="Model Format Type")] = None,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> List[ModelResponse]:
"""Get all available models from a registry
Returns an array of all available models from a registry When listing from an openllm registry, specify the modelformat (case sensitive) query parameter to filter the responses to a manageable number. The supported format names for openllm are: [baichuan,chatglm,dolly_v2,falcon,flan_t5, gemma,gpt_neox,llama,mistral,mixtral,mpt,opt,phi,qwen,stablelm,starcoder,yi] The list is from https://github.com/bentoml/OpenLLM?tab=readme-ov-file#-supported-models
:param id: Model Registry ID (required)
:type id: str
:param modelformat: Model Format Type
:type modelformat: str
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._registries_id_models_get_serialize(
id=id,
modelformat=modelformat,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "List[ModelResponse]",
'404': "ErrorResponse",
'500': "ErrorResponse"
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def registries_id_models_get_with_http_info(
self,
id: Annotated[StrictStr, Field(description="Model Registry ID")],
modelformat: Annotated[Optional[StrictStr], Field(description="Model Format Type")] = None,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[List[ModelResponse]]:
"""Get all available models from a registry
Returns an array of all available models from a registry When listing from an openllm registry, specify the modelformat (case sensitive) query parameter to filter the responses to a manageable number. The supported format names for openllm are: [baichuan,chatglm,dolly_v2,falcon,flan_t5, gemma,gpt_neox,llama,mistral,mixtral,mpt,opt,phi,qwen,stablelm,starcoder,yi] The list is from https://github.com/bentoml/OpenLLM?tab=readme-ov-file#-supported-models
:param id: Model Registry ID (required)
:type id: str
:param modelformat: Model Format Type
:type modelformat: str
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._registries_id_models_get_serialize(
id=id,
modelformat=modelformat,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "List[ModelResponse]",
'404': "ErrorResponse",
'500': "ErrorResponse"
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def registries_id_models_get_without_preload_content(
self,
id: Annotated[StrictStr, Field(description="Model Registry ID")],
modelformat: Annotated[Optional[StrictStr], Field(description="Model Format Type")] = None,
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Get all available models from a registry
Returns an array of all available models from a registry When listing from an openllm registry, specify the modelformat (case sensitive) query parameter to filter the responses to a manageable number. The supported format names for openllm are: [baichuan,chatglm,dolly_v2,falcon,flan_t5, gemma,gpt_neox,llama,mistral,mixtral,mpt,opt,phi,qwen,stablelm,starcoder,yi] The list is from https://github.com/bentoml/OpenLLM?tab=readme-ov-file#-supported-models
:param id: Model Registry ID (required)
:type id: str
:param modelformat: Model Format Type
:type modelformat: str
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._registries_id_models_get_serialize(
id=id,
modelformat=modelformat,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "List[ModelResponse]",
'404': "ErrorResponse",
'500': "ErrorResponse"
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _registries_id_models_get_serialize(
self,
id,
modelformat,
_request_auth,
_content_type,
_headers,
_host_index,
) -> Tuple:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[str, str] = {}
_body_params: Optional[bytes] = None
# process the path parameters
if id is not None:
_path_params['id'] = id
# process the query parameters
if modelformat is not None:
_query_params.append(('modelformat', modelformat))
# process the header parameters
# process the form parameters
# process the body parameter
# set the HTTP header `Accept`
_header_params['Accept'] = self.api_client.select_header_accept(
[
'*/*'
]
)
# authentication setting
_auth_settings: List[str] = [
'ApiKeyAuth'
]
return self.api_client.param_serialize(
method='GET',
resource_path='/registries/{id}/models',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def registries_id_put(
self,
id: Annotated[StrictStr, Field(description="Model Registry ID")],
trained_model_registry: Annotated[TrainedModelRegistryRequest, Field(description="Model Registry Data")],
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> TrainedModelRegistry:
"""Update a model registry.
Update a model registry by providing an updated TrainedModelRegistry object. This is normally obtained by a prior get operation, and then selectively modifying the returned TrainedModelRegistry.
:param id: Model Registry ID (required)
:type id: str
:param trained_model_registry: Model Registry Data (required)
:type trained_model_registry: TrainedModelRegistryRequest
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._registries_id_put_serialize(
id=id,
trained_model_registry=trained_model_registry,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "TrainedModelRegistry",
'400': "ErrorResponse",
'500': "ErrorResponse"
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def registries_id_put_with_http_info(
self,
id: Annotated[StrictStr, Field(description="Model Registry ID")],
trained_model_registry: Annotated[TrainedModelRegistryRequest, Field(description="Model Registry Data")],
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[TrainedModelRegistry]:
"""Update a model registry.
Update a model registry by providing an updated TrainedModelRegistry object. This is normally obtained by a prior get operation, and then selectively modifying the returned TrainedModelRegistry.
:param id: Model Registry ID (required)
:type id: str
:param trained_model_registry: Model Registry Data (required)
:type trained_model_registry: TrainedModelRegistryRequest
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._registries_id_put_serialize(
id=id,
trained_model_registry=trained_model_registry,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "TrainedModelRegistry",
'400': "ErrorResponse",
'500': "ErrorResponse"
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def registries_id_put_without_preload_content(
self,
id: Annotated[StrictStr, Field(description="Model Registry ID")],
trained_model_registry: Annotated[TrainedModelRegistryRequest, Field(description="Model Registry Data")],
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Update a model registry.
Update a model registry by providing an updated TrainedModelRegistry object. This is normally obtained by a prior get operation, and then selectively modifying the returned TrainedModelRegistry.
:param id: Model Registry ID (required)
:type id: str
:param trained_model_registry: Model Registry Data (required)
:type trained_model_registry: TrainedModelRegistryRequest
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._registries_id_put_serialize(
id=id,
trained_model_registry=trained_model_registry,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'200': "TrainedModelRegistry",
'400': "ErrorResponse",
'500': "ErrorResponse"
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _registries_id_put_serialize(
self,
id,
trained_model_registry,
_request_auth,
_content_type,
_headers,
_host_index,
) -> Tuple:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[str, str] = {}
_body_params: Optional[bytes] = None
# process the path parameters
if id is not None:
_path_params['id'] = id
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
if trained_model_registry is not None:
_body_params = trained_model_registry
# set the HTTP header `Accept`
_header_params['Accept'] = self.api_client.select_header_accept(
[
'*/*'
]
)
# authentication setting
_auth_settings: List[str] = [
'ApiKeyAuth'
]
return self.api_client.param_serialize(
method='PUT',
resource_path='/registries/{id}',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
@validate_call
def registries_post(
self,
trained_model_registry: Annotated[TrainedModelRegistryRequest, Field(description="Model Registry Data")],
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> TrainedModelRegistry:
"""Create a new model registry.
A packaged model registry provides the necessary metadata to access and download a model. Download is suported from S3 storage servers, OpenLLM models from huggingface.co, or NGC models from NVIDIA NGC: AI Development Catalog.
:param trained_model_registry: Model Registry Data (required)
:type trained_model_registry: TrainedModelRegistryRequest
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._registries_post_serialize(
trained_model_registry=trained_model_registry,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'201': "TrainedModelRegistry",
'400': "ErrorResponse",
'500': "ErrorResponse"
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
).data
@validate_call
def registries_post_with_http_info(
self,
trained_model_registry: Annotated[TrainedModelRegistryRequest, Field(description="Model Registry Data")],
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> ApiResponse[TrainedModelRegistry]:
"""Create a new model registry.
A packaged model registry provides the necessary metadata to access and download a model. Download is suported from S3 storage servers, OpenLLM models from huggingface.co, or NGC models from NVIDIA NGC: AI Development Catalog.
:param trained_model_registry: Model Registry Data (required)
:type trained_model_registry: TrainedModelRegistryRequest
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._registries_post_serialize(
trained_model_registry=trained_model_registry,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'201': "TrainedModelRegistry",
'400': "ErrorResponse",
'500': "ErrorResponse"
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
response_data.read()
return self.api_client.response_deserialize(
response_data=response_data,
response_types_map=_response_types_map,
)
@validate_call
def registries_post_without_preload_content(
self,
trained_model_registry: Annotated[TrainedModelRegistryRequest, Field(description="Model Registry Data")],
_request_timeout: Union[
None,
Annotated[StrictFloat, Field(gt=0)],
Tuple[
Annotated[StrictFloat, Field(gt=0)],
Annotated[StrictFloat, Field(gt=0)]
]
] = None,
_request_auth: Optional[Dict[StrictStr, Any]] = None,
_content_type: Optional[StrictStr] = None,
_headers: Optional[Dict[StrictStr, Any]] = None,
_host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
) -> RESTResponseType:
"""Create a new model registry.
A packaged model registry provides the necessary metadata to access and download a model. Download is suported from S3 storage servers, OpenLLM models from huggingface.co, or NGC models from NVIDIA NGC: AI Development Catalog.
:param trained_model_registry: Model Registry Data (required)
:type trained_model_registry: TrainedModelRegistryRequest
:param _request_timeout: timeout setting for this request. If one
number provided, it will be total request
timeout. It can also be a pair (tuple) of
(connection, read) timeouts.
:type _request_timeout: int, tuple(int, int), optional
:param _request_auth: set to override the auth_settings for an a single
request; this effectively ignores the
authentication in the spec for a single request.
:type _request_auth: dict, optional
:param _content_type: force content-type for the request.
:type _content_type: str, Optional
:param _headers: set to override the headers for a single
request; this effectively ignores the headers
in the spec for a single request.
:type _headers: dict, optional
:param _host_index: set to override the host_index for a single
request; this effectively ignores the host_index
in the spec for a single request.
:type _host_index: int, optional
:return: Returns the result object.
""" # noqa: E501
_param = self._registries_post_serialize(
trained_model_registry=trained_model_registry,
_request_auth=_request_auth,
_content_type=_content_type,
_headers=_headers,
_host_index=_host_index
)
_response_types_map: Dict[str, Optional[str]] = {
'201': "TrainedModelRegistry",
'400': "ErrorResponse",
'500': "ErrorResponse"
}
response_data = self.api_client.call_api(
*_param,
_request_timeout=_request_timeout
)
return response_data.response
def _registries_post_serialize(
self,
trained_model_registry,
_request_auth,
_content_type,
_headers,
_host_index,
) -> Tuple:
_host = None
_collection_formats: Dict[str, str] = {
}
_path_params: Dict[str, str] = {}
_query_params: List[Tuple[str, str]] = []
_header_params: Dict[str, Optional[str]] = _headers or {}
_form_params: List[Tuple[str, str]] = []
_files: Dict[str, str] = {}
_body_params: Optional[bytes] = None
# process the path parameters
# process the query parameters
# process the header parameters
# process the form parameters
# process the body parameter
if trained_model_registry is not None:
_body_params = trained_model_registry
# set the HTTP header `Accept`
_header_params['Accept'] = self.api_client.select_header_accept(
[
'*/*'
]
)
# set the HTTP header `Content-Type`
if _content_type:
_header_params['Content-Type'] = _content_type
else:
_default_content_type = (
self.api_client.select_header_content_type(
[
'application/json'
]
)
)
if _default_content_type is not None:
_header_params['Content-Type'] = _default_content_type
# authentication setting
_auth_settings: List[str] = [
'ApiKeyAuth'
]
return self.api_client.param_serialize(
method='POST',
resource_path='/registries',
path_params=_path_params,
query_params=_query_params,
header_params=_header_params,
body=_body_params,
post_params=_form_params,
files=_files,
auth_settings=_auth_settings,
collection_formats=_collection_formats,
_host=_host,
_request_auth=_request_auth
)
Classes
class RegistriesApi (api_client=None)
-
NOTE: This class is auto generated by OpenAPI Generator Ref: https://openapi-generator.tech
Do not edit the class manually.
Expand source code
class RegistriesApi: """NOTE: This class is auto generated by OpenAPI Generator Ref: https://openapi-generator.tech Do not edit the class manually. """ def __init__(self, api_client=None) -> None: if api_client is None: api_client = ApiClient.get_default() self.api_client = api_client @validate_call def registries_get( self, _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> List[TrainedModelRegistry]: """Get all model registries. Return the properties of all configured model registries. :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_get_serialize( _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "List[TrainedModelRegistry]", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) response_data.read() return self.api_client.response_deserialize( response_data=response_data, response_types_map=_response_types_map, ).data @validate_call def registries_get_with_http_info( self, _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> ApiResponse[List[TrainedModelRegistry]]: """Get all model registries. Return the properties of all configured model registries. :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_get_serialize( _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "List[TrainedModelRegistry]", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) response_data.read() return self.api_client.response_deserialize( response_data=response_data, response_types_map=_response_types_map, ) @validate_call def registries_get_without_preload_content( self, _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> RESTResponseType: """Get all model registries. Return the properties of all configured model registries. :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_get_serialize( _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "List[TrainedModelRegistry]", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) return response_data.response def _registries_get_serialize( self, _request_auth, _content_type, _headers, _host_index, ) -> Tuple: _host = None _collection_formats: Dict[str, str] = { } _path_params: Dict[str, str] = {} _query_params: List[Tuple[str, str]] = [] _header_params: Dict[str, Optional[str]] = _headers or {} _form_params: List[Tuple[str, str]] = [] _files: Dict[str, str] = {} _body_params: Optional[bytes] = None # process the path parameters # process the query parameters # process the header parameters # process the form parameters # process the body parameter # set the HTTP header `Accept` _header_params['Accept'] = self.api_client.select_header_accept( [ '*/*' ] ) # authentication setting _auth_settings: List[str] = [ 'ApiKeyAuth' ] return self.api_client.param_serialize( method='GET', resource_path='/registries', path_params=_path_params, query_params=_query_params, header_params=_header_params, body=_body_params, post_params=_form_params, files=_files, auth_settings=_auth_settings, collection_formats=_collection_formats, _host=_host, _request_auth=_request_auth ) @validate_call def registries_id_delete( self, id: Annotated[StrictStr, Field(description="Model Registry ID")], _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> SuccessResponse: """Delete a model registry. Delete a model registry by ID. To successfully delete a model registry it can no longer be referenced by any models. :param id: Model Registry ID (required) :type id: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_id_delete_serialize( id=id, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "SuccessResponse", '404': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) response_data.read() return self.api_client.response_deserialize( response_data=response_data, response_types_map=_response_types_map, ).data @validate_call def registries_id_delete_with_http_info( self, id: Annotated[StrictStr, Field(description="Model Registry ID")], _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> ApiResponse[SuccessResponse]: """Delete a model registry. Delete a model registry by ID. To successfully delete a model registry it can no longer be referenced by any models. :param id: Model Registry ID (required) :type id: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_id_delete_serialize( id=id, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "SuccessResponse", '404': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) response_data.read() return self.api_client.response_deserialize( response_data=response_data, response_types_map=_response_types_map, ) @validate_call def registries_id_delete_without_preload_content( self, id: Annotated[StrictStr, Field(description="Model Registry ID")], _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> RESTResponseType: """Delete a model registry. Delete a model registry by ID. To successfully delete a model registry it can no longer be referenced by any models. :param id: Model Registry ID (required) :type id: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_id_delete_serialize( id=id, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "SuccessResponse", '404': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) return response_data.response def _registries_id_delete_serialize( self, id, _request_auth, _content_type, _headers, _host_index, ) -> Tuple: _host = None _collection_formats: Dict[str, str] = { } _path_params: Dict[str, str] = {} _query_params: List[Tuple[str, str]] = [] _header_params: Dict[str, Optional[str]] = _headers or {} _form_params: List[Tuple[str, str]] = [] _files: Dict[str, str] = {} _body_params: Optional[bytes] = None # process the path parameters if id is not None: _path_params['id'] = id # process the query parameters # process the header parameters # process the form parameters # process the body parameter # set the HTTP header `Accept` _header_params['Accept'] = self.api_client.select_header_accept( [ '*/*' ] ) # authentication setting _auth_settings: List[str] = [ 'ApiKeyAuth' ] return self.api_client.param_serialize( method='DELETE', resource_path='/registries/{id}', path_params=_path_params, query_params=_query_params, header_params=_header_params, body=_body_params, post_params=_form_params, files=_files, auth_settings=_auth_settings, collection_formats=_collection_formats, _host=_host, _request_auth=_request_auth ) @validate_call def registries_id_get( self, id: Annotated[StrictStr, Field(description="Model Registry ID")], _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> TrainedModelRegistry: """Get a model registry by ID. Return the properties of the model registry by ID. :param id: Model Registry ID (required) :type id: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_id_get_serialize( id=id, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "TrainedModelRegistry", '404': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) response_data.read() return self.api_client.response_deserialize( response_data=response_data, response_types_map=_response_types_map, ).data @validate_call def registries_id_get_with_http_info( self, id: Annotated[StrictStr, Field(description="Model Registry ID")], _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> ApiResponse[TrainedModelRegistry]: """Get a model registry by ID. Return the properties of the model registry by ID. :param id: Model Registry ID (required) :type id: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_id_get_serialize( id=id, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "TrainedModelRegistry", '404': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) response_data.read() return self.api_client.response_deserialize( response_data=response_data, response_types_map=_response_types_map, ) @validate_call def registries_id_get_without_preload_content( self, id: Annotated[StrictStr, Field(description="Model Registry ID")], _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> RESTResponseType: """Get a model registry by ID. Return the properties of the model registry by ID. :param id: Model Registry ID (required) :type id: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_id_get_serialize( id=id, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "TrainedModelRegistry", '404': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) return response_data.response def _registries_id_get_serialize( self, id, _request_auth, _content_type, _headers, _host_index, ) -> Tuple: _host = None _collection_formats: Dict[str, str] = { } _path_params: Dict[str, str] = {} _query_params: List[Tuple[str, str]] = [] _header_params: Dict[str, Optional[str]] = _headers or {} _form_params: List[Tuple[str, str]] = [] _files: Dict[str, str] = {} _body_params: Optional[bytes] = None # process the path parameters if id is not None: _path_params['id'] = id # process the query parameters # process the header parameters # process the form parameters # process the body parameter # set the HTTP header `Accept` _header_params['Accept'] = self.api_client.select_header_accept( [ '*/*' ] ) # authentication setting _auth_settings: List[str] = [ 'ApiKeyAuth' ] return self.api_client.param_serialize( method='GET', resource_path='/registries/{id}', path_params=_path_params, query_params=_query_params, header_params=_header_params, body=_body_params, post_params=_form_params, files=_files, auth_settings=_auth_settings, collection_formats=_collection_formats, _host=_host, _request_auth=_request_auth ) @validate_call def registries_id_models_get( self, id: Annotated[StrictStr, Field(description="Model Registry ID")], modelformat: Annotated[Optional[StrictStr], Field(description="Model Format Type")] = None, _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> List[ModelResponse]: """Get all available models from a registry Returns an array of all available models from a registry When listing from an openllm registry, specify the modelformat (case sensitive) query parameter to filter the responses to a manageable number. The supported format names for openllm are: [baichuan,chatglm,dolly_v2,falcon,flan_t5, gemma,gpt_neox,llama,mistral,mixtral,mpt,opt,phi,qwen,stablelm,starcoder,yi] The list is from https://github.com/bentoml/OpenLLM?tab=readme-ov-file#-supported-models :param id: Model Registry ID (required) :type id: str :param modelformat: Model Format Type :type modelformat: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_id_models_get_serialize( id=id, modelformat=modelformat, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "List[ModelResponse]", '404': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) response_data.read() return self.api_client.response_deserialize( response_data=response_data, response_types_map=_response_types_map, ).data @validate_call def registries_id_models_get_with_http_info( self, id: Annotated[StrictStr, Field(description="Model Registry ID")], modelformat: Annotated[Optional[StrictStr], Field(description="Model Format Type")] = None, _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> ApiResponse[List[ModelResponse]]: """Get all available models from a registry Returns an array of all available models from a registry When listing from an openllm registry, specify the modelformat (case sensitive) query parameter to filter the responses to a manageable number. The supported format names for openllm are: [baichuan,chatglm,dolly_v2,falcon,flan_t5, gemma,gpt_neox,llama,mistral,mixtral,mpt,opt,phi,qwen,stablelm,starcoder,yi] The list is from https://github.com/bentoml/OpenLLM?tab=readme-ov-file#-supported-models :param id: Model Registry ID (required) :type id: str :param modelformat: Model Format Type :type modelformat: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_id_models_get_serialize( id=id, modelformat=modelformat, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "List[ModelResponse]", '404': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) response_data.read() return self.api_client.response_deserialize( response_data=response_data, response_types_map=_response_types_map, ) @validate_call def registries_id_models_get_without_preload_content( self, id: Annotated[StrictStr, Field(description="Model Registry ID")], modelformat: Annotated[Optional[StrictStr], Field(description="Model Format Type")] = None, _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> RESTResponseType: """Get all available models from a registry Returns an array of all available models from a registry When listing from an openllm registry, specify the modelformat (case sensitive) query parameter to filter the responses to a manageable number. The supported format names for openllm are: [baichuan,chatglm,dolly_v2,falcon,flan_t5, gemma,gpt_neox,llama,mistral,mixtral,mpt,opt,phi,qwen,stablelm,starcoder,yi] The list is from https://github.com/bentoml/OpenLLM?tab=readme-ov-file#-supported-models :param id: Model Registry ID (required) :type id: str :param modelformat: Model Format Type :type modelformat: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_id_models_get_serialize( id=id, modelformat=modelformat, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "List[ModelResponse]", '404': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) return response_data.response def _registries_id_models_get_serialize( self, id, modelformat, _request_auth, _content_type, _headers, _host_index, ) -> Tuple: _host = None _collection_formats: Dict[str, str] = { } _path_params: Dict[str, str] = {} _query_params: List[Tuple[str, str]] = [] _header_params: Dict[str, Optional[str]] = _headers or {} _form_params: List[Tuple[str, str]] = [] _files: Dict[str, str] = {} _body_params: Optional[bytes] = None # process the path parameters if id is not None: _path_params['id'] = id # process the query parameters if modelformat is not None: _query_params.append(('modelformat', modelformat)) # process the header parameters # process the form parameters # process the body parameter # set the HTTP header `Accept` _header_params['Accept'] = self.api_client.select_header_accept( [ '*/*' ] ) # authentication setting _auth_settings: List[str] = [ 'ApiKeyAuth' ] return self.api_client.param_serialize( method='GET', resource_path='/registries/{id}/models', path_params=_path_params, query_params=_query_params, header_params=_header_params, body=_body_params, post_params=_form_params, files=_files, auth_settings=_auth_settings, collection_formats=_collection_formats, _host=_host, _request_auth=_request_auth ) @validate_call def registries_id_put( self, id: Annotated[StrictStr, Field(description="Model Registry ID")], trained_model_registry: Annotated[TrainedModelRegistryRequest, Field(description="Model Registry Data")], _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> TrainedModelRegistry: """Update a model registry. Update a model registry by providing an updated TrainedModelRegistry object. This is normally obtained by a prior get operation, and then selectively modifying the returned TrainedModelRegistry. :param id: Model Registry ID (required) :type id: str :param trained_model_registry: Model Registry Data (required) :type trained_model_registry: TrainedModelRegistryRequest :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_id_put_serialize( id=id, trained_model_registry=trained_model_registry, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "TrainedModelRegistry", '400': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) response_data.read() return self.api_client.response_deserialize( response_data=response_data, response_types_map=_response_types_map, ).data @validate_call def registries_id_put_with_http_info( self, id: Annotated[StrictStr, Field(description="Model Registry ID")], trained_model_registry: Annotated[TrainedModelRegistryRequest, Field(description="Model Registry Data")], _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> ApiResponse[TrainedModelRegistry]: """Update a model registry. Update a model registry by providing an updated TrainedModelRegistry object. This is normally obtained by a prior get operation, and then selectively modifying the returned TrainedModelRegistry. :param id: Model Registry ID (required) :type id: str :param trained_model_registry: Model Registry Data (required) :type trained_model_registry: TrainedModelRegistryRequest :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_id_put_serialize( id=id, trained_model_registry=trained_model_registry, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "TrainedModelRegistry", '400': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) response_data.read() return self.api_client.response_deserialize( response_data=response_data, response_types_map=_response_types_map, ) @validate_call def registries_id_put_without_preload_content( self, id: Annotated[StrictStr, Field(description="Model Registry ID")], trained_model_registry: Annotated[TrainedModelRegistryRequest, Field(description="Model Registry Data")], _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> RESTResponseType: """Update a model registry. Update a model registry by providing an updated TrainedModelRegistry object. This is normally obtained by a prior get operation, and then selectively modifying the returned TrainedModelRegistry. :param id: Model Registry ID (required) :type id: str :param trained_model_registry: Model Registry Data (required) :type trained_model_registry: TrainedModelRegistryRequest :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_id_put_serialize( id=id, trained_model_registry=trained_model_registry, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "TrainedModelRegistry", '400': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) return response_data.response def _registries_id_put_serialize( self, id, trained_model_registry, _request_auth, _content_type, _headers, _host_index, ) -> Tuple: _host = None _collection_formats: Dict[str, str] = { } _path_params: Dict[str, str] = {} _query_params: List[Tuple[str, str]] = [] _header_params: Dict[str, Optional[str]] = _headers or {} _form_params: List[Tuple[str, str]] = [] _files: Dict[str, str] = {} _body_params: Optional[bytes] = None # process the path parameters if id is not None: _path_params['id'] = id # process the query parameters # process the header parameters # process the form parameters # process the body parameter if trained_model_registry is not None: _body_params = trained_model_registry # set the HTTP header `Accept` _header_params['Accept'] = self.api_client.select_header_accept( [ '*/*' ] ) # authentication setting _auth_settings: List[str] = [ 'ApiKeyAuth' ] return self.api_client.param_serialize( method='PUT', resource_path='/registries/{id}', path_params=_path_params, query_params=_query_params, header_params=_header_params, body=_body_params, post_params=_form_params, files=_files, auth_settings=_auth_settings, collection_formats=_collection_formats, _host=_host, _request_auth=_request_auth ) @validate_call def registries_post( self, trained_model_registry: Annotated[TrainedModelRegistryRequest, Field(description="Model Registry Data")], _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> TrainedModelRegistry: """Create a new model registry. A packaged model registry provides the necessary metadata to access and download a model. Download is suported from S3 storage servers, OpenLLM models from huggingface.co, or NGC models from NVIDIA NGC: AI Development Catalog. :param trained_model_registry: Model Registry Data (required) :type trained_model_registry: TrainedModelRegistryRequest :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_post_serialize( trained_model_registry=trained_model_registry, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '201': "TrainedModelRegistry", '400': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) response_data.read() return self.api_client.response_deserialize( response_data=response_data, response_types_map=_response_types_map, ).data @validate_call def registries_post_with_http_info( self, trained_model_registry: Annotated[TrainedModelRegistryRequest, Field(description="Model Registry Data")], _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> ApiResponse[TrainedModelRegistry]: """Create a new model registry. A packaged model registry provides the necessary metadata to access and download a model. Download is suported from S3 storage servers, OpenLLM models from huggingface.co, or NGC models from NVIDIA NGC: AI Development Catalog. :param trained_model_registry: Model Registry Data (required) :type trained_model_registry: TrainedModelRegistryRequest :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_post_serialize( trained_model_registry=trained_model_registry, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '201': "TrainedModelRegistry", '400': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) response_data.read() return self.api_client.response_deserialize( response_data=response_data, response_types_map=_response_types_map, ) @validate_call def registries_post_without_preload_content( self, trained_model_registry: Annotated[TrainedModelRegistryRequest, Field(description="Model Registry Data")], _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> RESTResponseType: """Create a new model registry. A packaged model registry provides the necessary metadata to access and download a model. Download is suported from S3 storage servers, OpenLLM models from huggingface.co, or NGC models from NVIDIA NGC: AI Development Catalog. :param trained_model_registry: Model Registry Data (required) :type trained_model_registry: TrainedModelRegistryRequest :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_post_serialize( trained_model_registry=trained_model_registry, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '201': "TrainedModelRegistry", '400': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) return response_data.response def _registries_post_serialize( self, trained_model_registry, _request_auth, _content_type, _headers, _host_index, ) -> Tuple: _host = None _collection_formats: Dict[str, str] = { } _path_params: Dict[str, str] = {} _query_params: List[Tuple[str, str]] = [] _header_params: Dict[str, Optional[str]] = _headers or {} _form_params: List[Tuple[str, str]] = [] _files: Dict[str, str] = {} _body_params: Optional[bytes] = None # process the path parameters # process the query parameters # process the header parameters # process the form parameters # process the body parameter if trained_model_registry is not None: _body_params = trained_model_registry # set the HTTP header `Accept` _header_params['Accept'] = self.api_client.select_header_accept( [ '*/*' ] ) # set the HTTP header `Content-Type` if _content_type: _header_params['Content-Type'] = _content_type else: _default_content_type = ( self.api_client.select_header_content_type( [ 'application/json' ] ) ) if _default_content_type is not None: _header_params['Content-Type'] = _default_content_type # authentication setting _auth_settings: List[str] = [ 'ApiKeyAuth' ] return self.api_client.param_serialize( method='POST', resource_path='/registries', path_params=_path_params, query_params=_query_params, header_params=_header_params, body=_body_params, post_params=_form_params, files=_files, auth_settings=_auth_settings, collection_formats=_collection_formats, _host=_host, _request_auth=_request_auth )
Methods
def registries_get(self) ‑> List[TrainedModelRegistry]
-
Get all model registries.
Return the properties of all configured model registries.
:param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object.
Expand source code
@validate_call def registries_get( self, _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> List[TrainedModelRegistry]: """Get all model registries. Return the properties of all configured model registries. :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_get_serialize( _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "List[TrainedModelRegistry]", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) response_data.read() return self.api_client.response_deserialize( response_data=response_data, response_types_map=_response_types_map, ).data
def registries_get_with_http_info(self) ‑> ApiResponse[List[TrainedModelRegistry]]
-
Get all model registries.
Return the properties of all configured model registries.
:param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object.
Expand source code
@validate_call def registries_get_with_http_info( self, _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> ApiResponse[List[TrainedModelRegistry]]: """Get all model registries. Return the properties of all configured model registries. :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_get_serialize( _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "List[TrainedModelRegistry]", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) response_data.read() return self.api_client.response_deserialize( response_data=response_data, response_types_map=_response_types_map, )
def registries_get_without_preload_content(self) ‑> urllib3.response.HTTPResponse
-
Get all model registries.
Return the properties of all configured model registries.
:param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object.
Expand source code
@validate_call def registries_get_without_preload_content( self, _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> RESTResponseType: """Get all model registries. Return the properties of all configured model registries. :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_get_serialize( _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "List[TrainedModelRegistry]", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) return response_data.response
def registries_id_delete(self, id: typing.Annotated[str, Strict(strict=True), FieldInfo(annotation=NoneType, required=True, description='Model Registry ID')]) ‑> SuccessResponse
-
Delete a model registry.
Delete a model registry by ID. To successfully delete a model registry it can no longer be referenced by any models.
:param id: Model Registry ID (required) :type id: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object.
Expand source code
@validate_call def registries_id_delete( self, id: Annotated[StrictStr, Field(description="Model Registry ID")], _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> SuccessResponse: """Delete a model registry. Delete a model registry by ID. To successfully delete a model registry it can no longer be referenced by any models. :param id: Model Registry ID (required) :type id: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_id_delete_serialize( id=id, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "SuccessResponse", '404': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) response_data.read() return self.api_client.response_deserialize( response_data=response_data, response_types_map=_response_types_map, ).data
def registries_id_delete_with_http_info(self, id: typing.Annotated[str, Strict(strict=True), FieldInfo(annotation=NoneType, required=True, description='Model Registry ID')]) ‑> ApiResponse[SuccessResponse]
-
Delete a model registry.
Delete a model registry by ID. To successfully delete a model registry it can no longer be referenced by any models.
:param id: Model Registry ID (required) :type id: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object.
Expand source code
@validate_call def registries_id_delete_with_http_info( self, id: Annotated[StrictStr, Field(description="Model Registry ID")], _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> ApiResponse[SuccessResponse]: """Delete a model registry. Delete a model registry by ID. To successfully delete a model registry it can no longer be referenced by any models. :param id: Model Registry ID (required) :type id: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_id_delete_serialize( id=id, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "SuccessResponse", '404': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) response_data.read() return self.api_client.response_deserialize( response_data=response_data, response_types_map=_response_types_map, )
def registries_id_delete_without_preload_content(self, id: typing.Annotated[str, Strict(strict=True), FieldInfo(annotation=NoneType, required=True, description='Model Registry ID')]) ‑> urllib3.response.HTTPResponse
-
Delete a model registry.
Delete a model registry by ID. To successfully delete a model registry it can no longer be referenced by any models.
:param id: Model Registry ID (required) :type id: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object.
Expand source code
@validate_call def registries_id_delete_without_preload_content( self, id: Annotated[StrictStr, Field(description="Model Registry ID")], _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> RESTResponseType: """Delete a model registry. Delete a model registry by ID. To successfully delete a model registry it can no longer be referenced by any models. :param id: Model Registry ID (required) :type id: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_id_delete_serialize( id=id, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "SuccessResponse", '404': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) return response_data.response
def registries_id_get(self, id: typing.Annotated[str, Strict(strict=True), FieldInfo(annotation=NoneType, required=True, description='Model Registry ID')]) ‑> TrainedModelRegistry
-
Get a model registry by ID.
Return the properties of the model registry by ID.
:param id: Model Registry ID (required) :type id: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object.
Expand source code
@validate_call def registries_id_get( self, id: Annotated[StrictStr, Field(description="Model Registry ID")], _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> TrainedModelRegistry: """Get a model registry by ID. Return the properties of the model registry by ID. :param id: Model Registry ID (required) :type id: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_id_get_serialize( id=id, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "TrainedModelRegistry", '404': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) response_data.read() return self.api_client.response_deserialize( response_data=response_data, response_types_map=_response_types_map, ).data
def registries_id_get_with_http_info(self, id: typing.Annotated[str, Strict(strict=True), FieldInfo(annotation=NoneType, required=True, description='Model Registry ID')]) ‑> ApiResponse[TrainedModelRegistry]
-
Get a model registry by ID.
Return the properties of the model registry by ID.
:param id: Model Registry ID (required) :type id: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object.
Expand source code
@validate_call def registries_id_get_with_http_info( self, id: Annotated[StrictStr, Field(description="Model Registry ID")], _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> ApiResponse[TrainedModelRegistry]: """Get a model registry by ID. Return the properties of the model registry by ID. :param id: Model Registry ID (required) :type id: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_id_get_serialize( id=id, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "TrainedModelRegistry", '404': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) response_data.read() return self.api_client.response_deserialize( response_data=response_data, response_types_map=_response_types_map, )
def registries_id_get_without_preload_content(self, id: typing.Annotated[str, Strict(strict=True), FieldInfo(annotation=NoneType, required=True, description='Model Registry ID')]) ‑> urllib3.response.HTTPResponse
-
Get a model registry by ID.
Return the properties of the model registry by ID.
:param id: Model Registry ID (required) :type id: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object.
Expand source code
@validate_call def registries_id_get_without_preload_content( self, id: Annotated[StrictStr, Field(description="Model Registry ID")], _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> RESTResponseType: """Get a model registry by ID. Return the properties of the model registry by ID. :param id: Model Registry ID (required) :type id: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_id_get_serialize( id=id, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "TrainedModelRegistry", '404': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) return response_data.response
def registries_id_models_get(self, id: typing.Annotated[str, Strict(strict=True), FieldInfo(annotation=NoneType, required=True, description='Model Registry ID')], modelformat: typing.Annotated[Optional[typing.Annotated[str, Strict(strict=True)]], FieldInfo(annotation=NoneType, required=True, description='Model Format Type')] = None) ‑> List[ModelResponse]
-
Get all available models from a registry
Returns an array of all available models from a registry When listing from an openllm registry, specify the modelformat (case sensitive) query parameter to filter the responses to a manageable number. The supported format names for openllm are: [baichuan,chatglm,dolly_v2,falcon,flan_t5, gemma,gpt_neox,llama,mistral,mixtral,mpt,opt,phi,qwen,stablelm,starcoder,yi] The list is from https://github.com/bentoml/OpenLLM?tab=readme-ov-file#-supported-models
:param id: Model Registry ID (required) :type id: str :param modelformat: Model Format Type :type modelformat: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object.
Expand source code
@validate_call def registries_id_models_get( self, id: Annotated[StrictStr, Field(description="Model Registry ID")], modelformat: Annotated[Optional[StrictStr], Field(description="Model Format Type")] = None, _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> List[ModelResponse]: """Get all available models from a registry Returns an array of all available models from a registry When listing from an openllm registry, specify the modelformat (case sensitive) query parameter to filter the responses to a manageable number. The supported format names for openllm are: [baichuan,chatglm,dolly_v2,falcon,flan_t5, gemma,gpt_neox,llama,mistral,mixtral,mpt,opt,phi,qwen,stablelm,starcoder,yi] The list is from https://github.com/bentoml/OpenLLM?tab=readme-ov-file#-supported-models :param id: Model Registry ID (required) :type id: str :param modelformat: Model Format Type :type modelformat: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_id_models_get_serialize( id=id, modelformat=modelformat, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "List[ModelResponse]", '404': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) response_data.read() return self.api_client.response_deserialize( response_data=response_data, response_types_map=_response_types_map, ).data
def registries_id_models_get_with_http_info(self, id: typing.Annotated[str, Strict(strict=True), FieldInfo(annotation=NoneType, required=True, description='Model Registry ID')], modelformat: typing.Annotated[Optional[typing.Annotated[str, Strict(strict=True)]], FieldInfo(annotation=NoneType, required=True, description='Model Format Type')] = None) ‑> ApiResponse[List[ModelResponse]]
-
Get all available models from a registry
Returns an array of all available models from a registry When listing from an openllm registry, specify the modelformat (case sensitive) query parameter to filter the responses to a manageable number. The supported format names for openllm are: [baichuan,chatglm,dolly_v2,falcon,flan_t5, gemma,gpt_neox,llama,mistral,mixtral,mpt,opt,phi,qwen,stablelm,starcoder,yi] The list is from https://github.com/bentoml/OpenLLM?tab=readme-ov-file#-supported-models
:param id: Model Registry ID (required) :type id: str :param modelformat: Model Format Type :type modelformat: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object.
Expand source code
@validate_call def registries_id_models_get_with_http_info( self, id: Annotated[StrictStr, Field(description="Model Registry ID")], modelformat: Annotated[Optional[StrictStr], Field(description="Model Format Type")] = None, _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> ApiResponse[List[ModelResponse]]: """Get all available models from a registry Returns an array of all available models from a registry When listing from an openllm registry, specify the modelformat (case sensitive) query parameter to filter the responses to a manageable number. The supported format names for openllm are: [baichuan,chatglm,dolly_v2,falcon,flan_t5, gemma,gpt_neox,llama,mistral,mixtral,mpt,opt,phi,qwen,stablelm,starcoder,yi] The list is from https://github.com/bentoml/OpenLLM?tab=readme-ov-file#-supported-models :param id: Model Registry ID (required) :type id: str :param modelformat: Model Format Type :type modelformat: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_id_models_get_serialize( id=id, modelformat=modelformat, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "List[ModelResponse]", '404': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) response_data.read() return self.api_client.response_deserialize( response_data=response_data, response_types_map=_response_types_map, )
def registries_id_models_get_without_preload_content(self, id: typing.Annotated[str, Strict(strict=True), FieldInfo(annotation=NoneType, required=True, description='Model Registry ID')], modelformat: typing.Annotated[Optional[typing.Annotated[str, Strict(strict=True)]], FieldInfo(annotation=NoneType, required=True, description='Model Format Type')] = None) ‑> urllib3.response.HTTPResponse
-
Get all available models from a registry
Returns an array of all available models from a registry When listing from an openllm registry, specify the modelformat (case sensitive) query parameter to filter the responses to a manageable number. The supported format names for openllm are: [baichuan,chatglm,dolly_v2,falcon,flan_t5, gemma,gpt_neox,llama,mistral,mixtral,mpt,opt,phi,qwen,stablelm,starcoder,yi] The list is from https://github.com/bentoml/OpenLLM?tab=readme-ov-file#-supported-models
:param id: Model Registry ID (required) :type id: str :param modelformat: Model Format Type :type modelformat: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object.
Expand source code
@validate_call def registries_id_models_get_without_preload_content( self, id: Annotated[StrictStr, Field(description="Model Registry ID")], modelformat: Annotated[Optional[StrictStr], Field(description="Model Format Type")] = None, _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> RESTResponseType: """Get all available models from a registry Returns an array of all available models from a registry When listing from an openllm registry, specify the modelformat (case sensitive) query parameter to filter the responses to a manageable number. The supported format names for openllm are: [baichuan,chatglm,dolly_v2,falcon,flan_t5, gemma,gpt_neox,llama,mistral,mixtral,mpt,opt,phi,qwen,stablelm,starcoder,yi] The list is from https://github.com/bentoml/OpenLLM?tab=readme-ov-file#-supported-models :param id: Model Registry ID (required) :type id: str :param modelformat: Model Format Type :type modelformat: str :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_id_models_get_serialize( id=id, modelformat=modelformat, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "List[ModelResponse]", '404': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) return response_data.response
def registries_id_put(self, id: typing.Annotated[str, Strict(strict=True), FieldInfo(annotation=NoneType, required=True, description='Model Registry ID')], trained_model_registry: typing.Annotated[TrainedModelRegistryRequest, FieldInfo(annotation=NoneType, required=True, description='Model Registry Data')]) ‑> TrainedModelRegistry
-
Update a model registry.
Update a model registry by providing an updated TrainedModelRegistry object. This is normally obtained by a prior get operation, and then selectively modifying the returned TrainedModelRegistry.
:param id: Model Registry ID (required) :type id: str :param trained_model_registry: Model Registry Data (required) :type trained_model_registry: TrainedModelRegistryRequest :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object.
Expand source code
@validate_call def registries_id_put( self, id: Annotated[StrictStr, Field(description="Model Registry ID")], trained_model_registry: Annotated[TrainedModelRegistryRequest, Field(description="Model Registry Data")], _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> TrainedModelRegistry: """Update a model registry. Update a model registry by providing an updated TrainedModelRegistry object. This is normally obtained by a prior get operation, and then selectively modifying the returned TrainedModelRegistry. :param id: Model Registry ID (required) :type id: str :param trained_model_registry: Model Registry Data (required) :type trained_model_registry: TrainedModelRegistryRequest :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_id_put_serialize( id=id, trained_model_registry=trained_model_registry, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "TrainedModelRegistry", '400': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) response_data.read() return self.api_client.response_deserialize( response_data=response_data, response_types_map=_response_types_map, ).data
def registries_id_put_with_http_info(self, id: typing.Annotated[str, Strict(strict=True), FieldInfo(annotation=NoneType, required=True, description='Model Registry ID')], trained_model_registry: typing.Annotated[TrainedModelRegistryRequest, FieldInfo(annotation=NoneType, required=True, description='Model Registry Data')]) ‑> ApiResponse[TrainedModelRegistry]
-
Update a model registry.
Update a model registry by providing an updated TrainedModelRegistry object. This is normally obtained by a prior get operation, and then selectively modifying the returned TrainedModelRegistry.
:param id: Model Registry ID (required) :type id: str :param trained_model_registry: Model Registry Data (required) :type trained_model_registry: TrainedModelRegistryRequest :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object.
Expand source code
@validate_call def registries_id_put_with_http_info( self, id: Annotated[StrictStr, Field(description="Model Registry ID")], trained_model_registry: Annotated[TrainedModelRegistryRequest, Field(description="Model Registry Data")], _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> ApiResponse[TrainedModelRegistry]: """Update a model registry. Update a model registry by providing an updated TrainedModelRegistry object. This is normally obtained by a prior get operation, and then selectively modifying the returned TrainedModelRegistry. :param id: Model Registry ID (required) :type id: str :param trained_model_registry: Model Registry Data (required) :type trained_model_registry: TrainedModelRegistryRequest :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_id_put_serialize( id=id, trained_model_registry=trained_model_registry, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "TrainedModelRegistry", '400': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) response_data.read() return self.api_client.response_deserialize( response_data=response_data, response_types_map=_response_types_map, )
def registries_id_put_without_preload_content(self, id: typing.Annotated[str, Strict(strict=True), FieldInfo(annotation=NoneType, required=True, description='Model Registry ID')], trained_model_registry: typing.Annotated[TrainedModelRegistryRequest, FieldInfo(annotation=NoneType, required=True, description='Model Registry Data')]) ‑> urllib3.response.HTTPResponse
-
Update a model registry.
Update a model registry by providing an updated TrainedModelRegistry object. This is normally obtained by a prior get operation, and then selectively modifying the returned TrainedModelRegistry.
:param id: Model Registry ID (required) :type id: str :param trained_model_registry: Model Registry Data (required) :type trained_model_registry: TrainedModelRegistryRequest :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object.
Expand source code
@validate_call def registries_id_put_without_preload_content( self, id: Annotated[StrictStr, Field(description="Model Registry ID")], trained_model_registry: Annotated[TrainedModelRegistryRequest, Field(description="Model Registry Data")], _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> RESTResponseType: """Update a model registry. Update a model registry by providing an updated TrainedModelRegistry object. This is normally obtained by a prior get operation, and then selectively modifying the returned TrainedModelRegistry. :param id: Model Registry ID (required) :type id: str :param trained_model_registry: Model Registry Data (required) :type trained_model_registry: TrainedModelRegistryRequest :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_id_put_serialize( id=id, trained_model_registry=trained_model_registry, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '200': "TrainedModelRegistry", '400': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) return response_data.response
def registries_post(self, trained_model_registry: typing.Annotated[TrainedModelRegistryRequest, FieldInfo(annotation=NoneType, required=True, description='Model Registry Data')]) ‑> TrainedModelRegistry
-
Create a new model registry.
A packaged model registry provides the necessary metadata to access and download a model. Download is suported from S3 storage servers, OpenLLM models from huggingface.co, or NGC models from NVIDIA NGC: AI Development Catalog.
:param trained_model_registry: Model Registry Data (required) :type trained_model_registry: TrainedModelRegistryRequest :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object.
Expand source code
@validate_call def registries_post( self, trained_model_registry: Annotated[TrainedModelRegistryRequest, Field(description="Model Registry Data")], _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> TrainedModelRegistry: """Create a new model registry. A packaged model registry provides the necessary metadata to access and download a model. Download is suported from S3 storage servers, OpenLLM models from huggingface.co, or NGC models from NVIDIA NGC: AI Development Catalog. :param trained_model_registry: Model Registry Data (required) :type trained_model_registry: TrainedModelRegistryRequest :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_post_serialize( trained_model_registry=trained_model_registry, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '201': "TrainedModelRegistry", '400': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) response_data.read() return self.api_client.response_deserialize( response_data=response_data, response_types_map=_response_types_map, ).data
def registries_post_with_http_info(self, trained_model_registry: typing.Annotated[TrainedModelRegistryRequest, FieldInfo(annotation=NoneType, required=True, description='Model Registry Data')]) ‑> ApiResponse[TrainedModelRegistry]
-
Create a new model registry.
A packaged model registry provides the necessary metadata to access and download a model. Download is suported from S3 storage servers, OpenLLM models from huggingface.co, or NGC models from NVIDIA NGC: AI Development Catalog.
:param trained_model_registry: Model Registry Data (required) :type trained_model_registry: TrainedModelRegistryRequest :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object.
Expand source code
@validate_call def registries_post_with_http_info( self, trained_model_registry: Annotated[TrainedModelRegistryRequest, Field(description="Model Registry Data")], _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> ApiResponse[TrainedModelRegistry]: """Create a new model registry. A packaged model registry provides the necessary metadata to access and download a model. Download is suported from S3 storage servers, OpenLLM models from huggingface.co, or NGC models from NVIDIA NGC: AI Development Catalog. :param trained_model_registry: Model Registry Data (required) :type trained_model_registry: TrainedModelRegistryRequest :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_post_serialize( trained_model_registry=trained_model_registry, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '201': "TrainedModelRegistry", '400': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) response_data.read() return self.api_client.response_deserialize( response_data=response_data, response_types_map=_response_types_map, )
def registries_post_without_preload_content(self, trained_model_registry: typing.Annotated[TrainedModelRegistryRequest, FieldInfo(annotation=NoneType, required=True, description='Model Registry Data')]) ‑> urllib3.response.HTTPResponse
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Create a new model registry.
A packaged model registry provides the necessary metadata to access and download a model. Download is suported from S3 storage servers, OpenLLM models from huggingface.co, or NGC models from NVIDIA NGC: AI Development Catalog.
:param trained_model_registry: Model Registry Data (required) :type trained_model_registry: TrainedModelRegistryRequest :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object.
Expand source code
@validate_call def registries_post_without_preload_content( self, trained_model_registry: Annotated[TrainedModelRegistryRequest, Field(description="Model Registry Data")], _request_timeout: Union[ None, Annotated[StrictFloat, Field(gt=0)], Tuple[ Annotated[StrictFloat, Field(gt=0)], Annotated[StrictFloat, Field(gt=0)] ] ] = None, _request_auth: Optional[Dict[StrictStr, Any]] = None, _content_type: Optional[StrictStr] = None, _headers: Optional[Dict[StrictStr, Any]] = None, _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0, ) -> RESTResponseType: """Create a new model registry. A packaged model registry provides the necessary metadata to access and download a model. Download is suported from S3 storage servers, OpenLLM models from huggingface.co, or NGC models from NVIDIA NGC: AI Development Catalog. :param trained_model_registry: Model Registry Data (required) :type trained_model_registry: TrainedModelRegistryRequest :param _request_timeout: timeout setting for this request. If one number provided, it will be total request timeout. It can also be a pair (tuple) of (connection, read) timeouts. :type _request_timeout: int, tuple(int, int), optional :param _request_auth: set to override the auth_settings for an a single request; this effectively ignores the authentication in the spec for a single request. :type _request_auth: dict, optional :param _content_type: force content-type for the request. :type _content_type: str, Optional :param _headers: set to override the headers for a single request; this effectively ignores the headers in the spec for a single request. :type _headers: dict, optional :param _host_index: set to override the host_index for a single request; this effectively ignores the host_index in the spec for a single request. :type _host_index: int, optional :return: Returns the result object. """ # noqa: E501 _param = self._registries_post_serialize( trained_model_registry=trained_model_registry, _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index ) _response_types_map: Dict[str, Optional[str]] = { '201': "TrainedModelRegistry", '400': "ErrorResponse", '500': "ErrorResponse" } response_data = self.api_client.call_api( *_param, _request_timeout=_request_timeout ) return response_data.response