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AI开发平台MODELARTS-查询AI应用详情:响应示例

响应示例状态码： 200 模型详情。 { "model_id" : "10eb0091-887f-4839-9929-cbc884f1e20e", "model_name" : "mnist", "model_version" : "1.0.0", "runtime" : "python2.7", "tenant" : "6d28e85aa78b4e1a9b4bd83501bcd4a1", "project" : "d04c10db1f264cfeb1966deff1a3527c", "owner" : "6d28e85aa78b4e1a9b4bd83501bcd4a1", "source_location" : "https://models.obs.xxxxx.com/mnist", "model_type" : "TensorFlow", "model_size" : 5633481, "model_status" : "published", "execution_code" : "https://testmodel.obs.xxxxx.com/customize_service.py", "image_address" : "100.125.5.235:20202/models/10eb0091-887f-4839-9929-cbc884f1e20e:1.0.0", "input_params" : [ { "url" : "/", "method" : "post", "protocol" : "http", "param_name" : "data", "param_type" : "object", "param_desc" : "{\"type\":\"object\",\"properties\":{\"req_data\":{\"items\":[{\"type\":\"object\",\"properties\":{}}],\"type\":\"array\"}}}" } ], "output_params" : [ { "url" : "/", "method" : "post", "protocol" : "http", "param_name" : "data", "param_type" : "object", "param_desc" : "{\"type\":\"object\",\"properties\":{\"resp_data\":{\"type\":\"array\",\"items\":[{\"type\":\"object\",\"properties\":{}}]}}}" } ], "dependencies" : [ { "installer" : "pip", "packages" : [ { "package_name" : "pkg1", "package_version" : "1.0.1", "restraint" : "ATLEAST" } ] } ], "model_metrics" : "{\"f1\":0.52381,\"recall\":0.666667,\"precision\":0.466667,\"accuracy\":0.625}", "apis" : "[{\"protocol\":\"http\",\"method\":\"post\",\"url\":\"/\",\"input_params\":{\"type\":\"object\",\"properties\":{\"data\":{\"type\":\"object\",\"properties\":{\"req_data\":{\"items\":[{\"type\":\"object\",\"properties\":{}}],\"type\":\"array\"}}}}},\"output_params\":{\"type\":\"object\",\"properties\":{\"data\":{\"type\":\"object\",\"properties\":{\"resp_data\":{\"type\":\"array\",\"items\":[{\"type\":\"object\",\"properties\":{}}]}}}}}}]", "model_labels" : [ ], "labels_map" : { "labels" : [ ] }, "workspace_id" : "0", "install_type" : [ "realtime", "batch", "edge" ], "specification" : { }, "config" : "{\"model_algorithm\":\"image_classification\",\"model_source\":\"auto\",\"tunable\":false,\"downloadable_flag\":true,\"algorithm\":\"resnet_v2_50,mobilenet_v1\",\"metrics\":{\"f1\":0.912078373015873,\"recall\":0.9125,\"precision\":0.9340277777777778,\"accuracy\":0.263250724969475},\"model_type\":\"TensorFlow\",\"runtime\":\"tf1.13-python3.6-cpu\",\"apis\":[{\"protocol\":\"https\",\"url\":\"/\",\"method\":\"post\",\"request\":{\"data\":{\"type\":\"object\",\"properties\":{\"images\":{\"type\":\"file\"}}},\"Content-type\":\"multipart/form-data\"},\"response\":{\"data\":{\"type\":\"object\",\"required\":[\"predicted_label\",\"scores\"],\"properties\":{\"predicted_label\":{\"type\":\"string\"},\"scores\":{\"type\":\"array\",\"items\":{\"type\":\"array\",\"minItems\":2,\"maxItems\":2,\"items\":[{\"type\":\"string\"},{\"type\":\"number\"}]}}}},\"Content-type\":\"multipart/form-data\"}}],\"dependencies\":[{\"installer\":\"pip\",\"packages\":[{\"package_name\":\"numpy\",\"package_version\":\"1.17.0\",\"restraint\":\"EXACT\"},{\"package_name\":\"h5py\",\"package_version\":\"2.8.0\",\"restraint\":\"EXACT\"},{\"package_name\":\"Pillow\",\"package_version\":\"5.2.0\",\"restraint\":\"EXACT\"},{\"package_name\":\"scipy\",\"package_version\":\"1.2.1\",\"restraint\":\"EXACT\"},{\"package_name\":\"resampy\",\"package_version\":\"0.2.1\",\"restraint\":\"EXACT\"},{\"package_name\":\"scikit-learn\",\"package_version\":\"0.19.1\",\"restraint\":\"EXACT\"}]}]}" }

AI开发平台MODELARTS AI应用管理
AI开发平台MODELARTS-用户创建AI应用时构建镜像或导入文件失败:问题现象

问题现象用户创建AI应用时，构建镜像失败，失败日志中提示下载obs文件失败（Get object size from OBS failed！）。图1 下载obs文件失败用户创建AI应用时，事件提示：复制模型文件失败，请检查OBS权限是否正常（Failed to copy model file due to obs exception. Please Check your obs access right.）或用户%s没有OBS的obs:object:PutObjectAcl权限（User %s does not have obs:object:PutObjectAcl permission.）。图2 复制模型文件失败

AI开发平台MODELARTS AI应用管理
AI开发平台ModelArts-订阅的AI应用一直处于等待同步状态:问题现象

问题现象订阅的AI应用一直处于等待同步状态，可能原因如下：我的订阅列表上方提示“由于ModelArts的数据存储、模型导入以及部署上线等功能依赖OBS、SWR等服务，需获取依赖服务的授权后，才能正常使用ModelArts的相关功能。” 图1 AI应用等待同步单击资产名称左侧小三角或者单击“同步”，报错：ModelArts.0108: 您未被授权执行该操作。单击资产名称左侧小三角或者单击“同步”，报错：ModelArts.5055: 订阅已过期。

AI开发平台ModelArts AI应用管理