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cbc00ce | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 | # -*- coding: utf-8 -*-
# Copyright (c) Alibaba, Inc. and its affiliates.
from dashscope.client.base_api import (
CreateMixin,
DeleteMixin,
GetMixin,
ListMixin,
PutMixin,
StreamEventMixin,
)
from dashscope.customize.customize_types import (
Deployment,
DeploymentDelete,
DeploymentList,
)
class Deployments(
CreateMixin,
DeleteMixin,
ListMixin,
GetMixin,
StreamEventMixin,
PutMixin,
):
SUB_PATH = "deployments"
"""Deploy a model.
"""
@classmethod
# type: ignore[override]
def call( # pylint: disable=arguments-renamed # type: ignore[override]
cls,
model: str,
capacity: int,
version: str = None,
suffix: str = None,
api_key: str = None,
workspace: str = None,
**kwargs,
) -> Deployment:
"""Call to deployment a model service.
Args:
model (str): The model name.
version (str, optional): The model version, unnecessary
for fine-tuned model. Defaults to None.
suffix (str, optional): The name suffix of the model deployment,
If specified, the final model name will be model_suffix.
Defaults to None.
capacity (int, optional): The model service capacity.
api_key (str, optional): The api-key. Defaults to None.
workspace (str): The dashscope workspace id.
Returns:
Deployment: _description_
"""
req = {"model_name": model, "capacity": capacity}
if version is not None:
req["model_version"] = version
if suffix is not None:
req["suffix"] = suffix
response = super().call(
req,
api_key=api_key,
workspace=workspace,
**kwargs,
)
return Deployment(**response)
@classmethod
def list( # type: ignore[override]
cls,
page_no=1,
page_size=10,
api_key: str = None,
workspace: str = None,
**kwargs,
) -> DeploymentList:
"""List deployments.
Args:
api_key (str, optional): The api api_key, if not present,
will get by default rule(TODO: api key doc). Defaults to None.
page_no (int, optional): Page number. Defaults to 1.
page_size (int, optional): Items per page. Defaults to 10.
workspace (str): The dashscope workspace id.
Returns:
Deployment: The deployment list.
"""
response = super().list(
page_no=page_no,
page_size=page_size,
api_key=api_key,
workspace=workspace,
**kwargs,
)
return DeploymentList(**response)
@classmethod
def get( # type: ignore[override]
cls,
deployed_model: str,
api_key: str = None,
workspace: str = None,
**kwargs,
) -> Deployment:
"""Get model deployment information.
Args:
deployed_model (str): The deployment_id.
api_key (str, optional): The api key. Defaults to None.
workspace (str): The dashscope workspace id.
Returns:
Deployment: The deployment information.
"""
response = super().get(
deployed_model,
api_key=api_key,
workspace=workspace,
**kwargs,
)
return Deployment(**response)
@classmethod
def delete( # type: ignore[override]
cls,
deployed_model: str,
api_key: str = None,
workspace: str = None,
**kwargs,
) -> DeploymentDelete:
"""Delete model deployment.
Args:
deployed_model (str): The deployment id.
api_key (str, optional): The api key. Defaults to None.
workspace (str): The dashscope workspace id.
Returns:
Deployment: The delete result.
"""
response = super().delete(
deployed_model,
api_key=api_key,
workspace=workspace,
**kwargs,
)
return DeploymentDelete(**response)
@classmethod
def scale(
cls,
deployed_model: str,
capacity: int,
api_key: str = None,
workspace: str = None,
**kwargs,
) -> Deployment:
"""Scaling model deployment.
Args:
deployment_id (str): The deployment id.
capacity (int): The target service capacity.
api_key (str, optional): The api key. Defaults to None.
Returns:
Deployment: The delete result.
"""
req = {"deployed_model": deployed_model, "capacity": capacity}
path = f"{cls.SUB_PATH.lower()}/{deployed_model}/scale"
response = super().put(
deployed_model,
req,
path=path,
api_key=api_key,
workspace=workspace,
**kwargs,
)
return Deployment(**response)
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