path: root/data/zh_cn/nlp-automl/2019-11-11/api-docs.php

<?php return [
    'version' => '1.0',
    'info' => ['style' => 'RPC', 'product' => 'nlp-automl', 'version' => '2019-11-11'],
    'directories' => [
        [
            'children' => ['CreateAsyncPredict', 'GetAsyncPredict'],
            'type' => 'directory',
            'title' => '预测',
            'id' => 434474,
        ],
        [
            'children' => ['GetPredictResult', 'RunPreTrainService'],
            'type' => 'directory',
            'title' => '模型',
            'id' => 434477,
        ],
    ],
    'components' => [
        'schemas' => [],
    ],
    'apis' => [
        'CreateAsyncPredict' => [
            'summary' => '调用CreateAsyncPredict创建一个异步预测。',
            'methods' => ['post'],
            'schemes' => ['http', 'https'],
            'security' => [
                [
                    'AK' => [],
                ],
            ],
            'operationType' => 'write',
            'deprecated' => false,
            'systemTags' => [
                'operationType' => 'create',
                'riskType' => 'none',
                'chargeType' => 'free',
                'abilityTreeNodes' => [
                    'FEATUREnlp2P1OGB', 'FEATUREnlp6HZZI5', 'FEATUREnlp8RK87E', 'FEATUREnlpMXQY7X', 'FEATUREnlp0537I6', 'FEATUREnlpAOZDQ8', 'FEATUREnlpCAMXDD', 'FEATUREnlpEZFBRW', 'FEATUREnlpM7P12V', 'FEATUREnlp3ZJX2G', 'FEATUREnlpQTX906', 'FEATUREnlp97BF9V', 'FEATUREnlpLCH6DG', 'FEATUREnlpR1YV22', 'FEATUREnlpDG0HX3', 'FEATUREnlpJOUXF2', 'FEATUREnlp9YSZ64', 'FEATUREnlpF61RQU', 'FEATUREnlpUZ2C2Y', 'FEATUREnlpM0OA48',
                    'FEATUREnlpZBZJI2', 'FEATUREnlp01ENOR', 'FEATUREnlpV1PN9B', 'FEATUREnlp0VR1QU', 'FEATUREnlpWB1IYO', 'FEATUREnlp6X5BYZ', 'FEATUREnlpX2LEJN', 'FEATUREnlpLSF30C', 'FEATUREnlpQ032BR', 'FEATUREnlpQHAWK2', 'FEATUREnlpWLVJE2', 'FEATUREnlp4JXFXB', 'FEATUREnlp0PKWIK', 'FEATUREnlp1V7KGA', 'FEATUREnlpR5NT62', 'FEATUREnlpUC15C2', 'FEATUREnlpOT0DNK', 'FEATUREnlpQBSUD4', 'FEATUREnlp8ES9UE', 'FEATUREnlpTE27I1',
                    'FEATUREnlp6WE0DC', 'FEATUREnlpVBPY3Z', 'FEATUREnlp0MGP51', 'FEATUREnlpJSUF2I',
                ],
            ],
            'parameters' => [
                [
                    'name' => 'ModelId',
                    'in' => 'formData',
                    'schema' => ['title' => '根据服务名称和服务版本创建异步预测的时候，此参数不必传；否则必传；', 'description' => '模型ID。根据服务名称和服务版本创建异步预测的时候，此参数不必传；否则必传。', 'type' => 'integer', 'format' => 'int32', 'required' => false, 'docRequired' => false, 'example' => '1'],
                ],
                [
                    'name' => 'Content',
                    'in' => 'formData',
                    'schema' => ['description' => '预测内容，最大长度：1024字节。', 'type' => 'string', 'required' => false, 'docRequired' => false, 'example' => '全国土地利用总体规划'],
                ],
                [
                    'name' => 'ModelVersion',
                    'in' => 'formData',
                    'schema' => ['description' => '要获取的物模型版本号。不传入此参数，则返回已发布的最新版本。根据模型ID调用异步预测接口的时候传此参数。', 'type' => 'string', 'required' => false, 'docRequired' => false, 'example' => 'V1'],
                ],
                [
                    'name' => 'DetailTag',
                    'in' => 'formData',
                    'schema' => ['description' => '文本实体抽取类型模型，是否返回详细抽取结果。可选值：true/false。', 'type' => 'string', 'required' => false, 'example' => 'false'],
                ],
                [
                    'name' => 'TopK',
                    'in' => 'formData',
                    'schema' => ['description' => '设置返回top结果数量。', 'type' => 'integer', 'format' => 'int32', 'required' => false, 'example' => '0,3'],
                ],
                [
                    'name' => 'FileType',
                    'in' => 'formData',
                    'schema' => ['description' => '文件类型', 'type' => 'string', 'required' => false, 'example' => 'text,html,pdf,docx,doc'],
                ],
                [
                    'name' => 'FileUrl',
                    'in' => 'formData',
                    'schema' => ['description' => '文件HTTP保存地址。', 'type' => 'string', 'required' => false, 'example' => 'http://127.0.0.1/example.docx'],
                ],
                [
                    'name' => 'FileContent',
                    'in' => 'formData',
                    'schema' => ['description' => '文件内容Base64编码。', 'type' => 'string', 'required' => false, 'example' => '[base64 encode content]'],
                ],
                [
                    'name' => 'FetchContent',
                    'in' => 'formData',
                    'schema' => ['description' => '返回预测文本', 'type' => 'string', 'required' => false, 'example' => 'true'],
                ],
                [
                    'name' => 'ServiceName',
                    'in' => 'formData',
                    'schema' => ['title' => '服务名称', 'description' => '服务名称。', 'type' => 'string', 'required' => false, 'example' => 'ContractNERPretrain'],
                ],
                [
                    'name' => 'ServiceVersion',
                    'in' => 'formData',
                    'schema' => ['title' => '服务版本', 'description' => '服务版本。', 'type' => 'string', 'required' => false, 'example' => 'V1'],
                ],
            ],
            'responses' => [
                200 => [
                    'schema' => [
                        'type' => 'object',
                        'properties' => [
                            'AsyncPredictId' => ['description' => '异步预测唯一ID，用于查询异步预测结果。', 'type' => 'integer', 'format' => 'int64', 'example' => '1'],
                            'RequestId' => ['description' => '请求ID', 'type' => 'string', 'example' => 'E5C4531B-8331-5CD5-BEB3-2F8B58A4D680'],
                        ],
                        'description' => '',
                    ],
                ],
            ],
            'errorCodes' => [
                200 => [
                    ['errorCode' => '40002', 'errorMessage' => 'The specified interface is throttled.', 'description' => ''],
                    ['errorCode' => '40013', 'errorMessage' => 'An error occurred while authenticating the model.', 'description' => ''],
                ],
                400 => [
                    ['errorCode' => 'InvalidAccountStatus.ServiceUnavailable', 'errorMessage' => 'The NLP Auto Machine Learning service has not been activated.', 'description' => '用户未开通NLP自学习服务。'],
                    ['errorCode' => 'InvalidAccountStatus.ServiceLimit', 'errorMessage' => 'The maximum number of free API daily visits is exceeded.', 'description' => 'API访问次数超过了免费额度限制。'],
                    ['errorCode' => 'InvalidParameter.ModelId', 'errorMessage' => 'The specified modelId is invalid.', 'description' => '参数modelId不合法。'],
                    ['errorCode' => 'InvalidParameter.ModelVersion', 'errorMessage' => 'The specified modelVersion is invalid.', 'description' => '参数modelVersion不合法。'],
                    ['errorCode' => 'InvalidContentLength', 'errorMessage' => 'The length of content exceeds the limit.', 'description' => '内容长度过长。'],
                    ['errorCode' => 'parameterError', 'errorMessage' => 'The parameter is invalid.', 'description' => '参数错误'],
                    ['errorCode' => 'predictLimit', 'errorMessage' => 'The maximum number of submitted tasks is exceeded.', 'description' => '提交任务到达上限'],
                    ['errorCode' => 'postPaidArrearage', 'errorMessage' => 'The service is not opened or the account is overdue.', 'description' => '服务未开通或账户已欠费。'],
                ],
                403 => [
                    ['errorCode' => 'Forbbiden', 'errorMessage' => 'You are not authorized to operate on the specified resource.', 'description' => '用户未被授权操作指定的资源。'],
                ],
                [
                    ['errorCode' => 'ResourceNotFound', 'errorMessage' => 'The specified Model does not exist.', 'description' => '指定的模型不存在。'],
                ],
                500 => [
                    ['errorCode' => 'InternalError', 'errorMessage' => 'An error occurred while processing your request.', 'description' => '未知错误。'],
                ],
                503 => [
                    ['errorCode' => 'ServiceUnavailable', 'errorMessage' => 'An error occurred while processing your request.', 'description' => '服务内部错误。'],
                ],
            ],
            'responseDemo' => '[{"type":"json","example":"{\\n  \\"AsyncPredictId\\": 1,\\n  \\"RequestId\\": \\"E5C4531B-8331-5CD5-BEB3-2F8B58A4D680\\"\\n}","errorExample":""},{"type":"xml","example":"<CreateAsyncPredictResponse>\\r\\n      <requestId>A357B459-3EA6-4F68-B285-FFDDF4E4662D</requestId>\\r\\n      <asyncPredictId>1634</asyncPredictId>\\r\\n</CreateAsyncPredictResponse>","errorExample":""}]',
            'title' => '创建一个异步预测',
            'changeSet' => [
                ['createdAt' => '2025-05-19T02:40:38.000Z', 'description' => '错误码发生变更'],
                ['createdAt' => '2023-03-23T05:58:30.000Z', 'description' => '请求参数发生变更'],
                ['createdAt' => '2022-11-14T05:05:20.000Z', 'description' => '请求参数发生变更'],
                ['createdAt' => '2022-11-14T03:18:25.000Z', 'description' => '请求参数发生变更'],
            ],
        ],
        'GetAsyncPredict' => [
            'summary' => '调用GetAsyncPredict获取异步预测结果。',
            'methods' => ['get'],
            'schemes' => ['http', 'https'],
            'security' => [
                [
                    'AK' => [],
                ],
            ],
            'operationType' => 'read',
            'deprecated' => false,
            'systemTags' => [
                'operationType' => 'get',
                'riskType' => 'none',
                'chargeType' => 'free',
                'abilityTreeNodes' => [
                    'FEATUREnlp2P1OGB', 'FEATUREnlp6HZZI5', 'FEATUREnlp8RK87E', 'FEATUREnlpMXQY7X', 'FEATUREnlp0537I6', 'FEATUREnlpAOZDQ8', 'FEATUREnlpCAMXDD', 'FEATUREnlpEZFBRW', 'FEATUREnlpM7P12V', 'FEATUREnlp3ZJX2G', 'FEATUREnlpQTX906', 'FEATUREnlp97BF9V', 'FEATUREnlpLCH6DG', 'FEATUREnlpR1YV22', 'FEATUREnlpDG0HX3', 'FEATUREnlpJOUXF2', 'FEATUREnlp9YSZ64', 'FEATUREnlpF61RQU', 'FEATUREnlpUZ2C2Y', 'FEATUREnlpM0OA48',
                    'FEATUREnlpZBZJI2', 'FEATUREnlp01ENOR', 'FEATUREnlpV1PN9B', 'FEATUREnlp0VR1QU', 'FEATUREnlpWB1IYO', 'FEATUREnlp6X5BYZ', 'FEATUREnlpX2LEJN', 'FEATUREnlpLSF30C', 'FEATUREnlpQ032BR', 'FEATUREnlpQHAWK2', 'FEATUREnlpWLVJE2', 'FEATUREnlp4JXFXB', 'FEATUREnlp0PKWIK', 'FEATUREnlp1V7KGA', 'FEATUREnlpR5NT62', 'FEATUREnlpUC15C2', 'FEATUREnlpOT0DNK', 'FEATUREnlpQBSUD4', 'FEATUREnlp8ES9UE', 'FEATUREnlpTE27I1',
                    'FEATUREnlp6WE0DC', 'FEATUREnlpVBPY3Z', 'FEATUREnlp0MGP51', 'FEATUREnlpJSUF2I',
                ],
            ],
            'parameters' => [
                [
                    'name' => 'AsyncPredictId',
                    'in' => 'query',
                    'schema' => ['description' => '异步预测ID，通过调用CreateAsyncPredict接口获取。', 'type' => 'integer', 'format' => 'int32', 'required' => true, 'docRequired' => true, 'example' => '1629'],
                ],
            ],
            'responses' => [
                200 => [
                    'schema' => [
                        'type' => 'object',
                        'properties' => [
                            'AsyncPredictId' => ['description' => '异步预测ID，通过调用CreateAsyncPredict接口获取。', 'type' => 'integer', 'format' => 'int32', 'example' => '1629'],
                            'Status' => ['description' => '异步预测状态，状态类型说明：'."\n"
                                ."\n"
                                .'- 1：处理中。'."\n"
                                .'- 2：处理完成。'."\n"
                                .'- 3：处理失败。', 'type' => 'integer', 'format' => 'int32', 'example' => '2'],
                            'RequestId' => ['description' => '请求ID。', 'type' => 'string', 'example' => 'EBF1AAD7-A3FB-4A78-B5E9-8356324B12B2'],
                            'Content' => ['description' => '异步预测结果，JSON字符串格式文本。', 'type' => 'string', 'example' => 'json string'],
                        ],
                        'description' => '',
                    ],
                ],
            ],
            'errorCodes' => [
                400 => [
                    ['errorCode' => 'InvalidAccountStatus.ServiceUnavailable', 'errorMessage' => 'The NLP Auto Machine Learning service has not been activated.', 'description' => ''],
                    ['errorCode' => 'InvalidAccountStatus.ServiceLimit', 'errorMessage' => 'The maximum number of free API daily visits is exceeded.', 'description' => ''],
                    ['errorCode' => 'InvalidParameter.ModelId', 'errorMessage' => 'The specified modelId is invalid.', 'description' => ''],
                    ['errorCode' => 'InvalidParameter.ModelVersion', 'errorMessage' => 'The specified modelVersion is invalid.', 'description' => ''],
                    ['errorCode' => 'InvalidContentLength', 'errorMessage' => 'The length of content exceeds the limit.', 'description' => ''],
                    ['errorCode' => 'Account arrearage', 'errorMessage' => 'The account is arrearage.', 'description' => ''],
                    ['errorCode' => 'PermissionDeny', 'errorMessage' => 'No RAM permission.', 'description' => ''],
                ],
                403 => [
                    ['errorCode' => 'Forbbiden', 'errorMessage' => 'You are not authorized to operate on the specified resource.', 'description' => ''],
                ],
                [
                    ['errorCode' => 'ResourceNotFound', 'errorMessage' => 'The specified Model does not exist.', 'description' => ''],
                ],
                500 => [
                    ['errorCode' => 'InternalError', 'errorMessage' => 'An error occurred while processing your request.', 'description' => ''],
                ],
                503 => [
                    ['errorCode' => 'ServiceUnavailable', 'errorMessage' => 'An error occurred while processing your request.', 'description' => ''],
                ],
            ],
            'responseDemo' => '[{"type":"json","example":"{\\n  \\"AsyncPredictId\\": 1629,\\n  \\"Status\\": 2,\\n  \\"RequestId\\": \\"EBF1AAD7-A3FB-4A78-B5E9-8356324B12B2\\",\\n  \\"Content\\": \\"json string\\"\\n}","errorExample":""},{"type":"xml","example":"<GetAsyncPredictResponse>\\n    <requestId>EBF1AAD7-A3FB-4A78-B5E9-8356324B12B2</requestId>\\n    <asyncPredictId>1629</asyncPredictId>\\n    <status>2</status>\\n    <content></content>\\n</GetAsyncPredictResponse>","errorExample":""}]',
            'title' => '获取异步预测结果',
            'requestParamsDescription' => ' ',
            'responseParamsDescription' => ' ',
            'extraInfo' => ' ',
            'changeSet' => [],
        ],
        'GetPredictResult' => [
            'summary' => '调用GetPredictResult获取模型预测结果。',
            'methods' => ['post'],
            'schemes' => ['http', 'https'],
            'security' => [
                [
                    'AK' => [],
                ],
            ],
            'operationType' => 'read',
            'deprecated' => false,
            'systemTags' => [
                'operationType' => 'get',
                'riskType' => 'none',
                'chargeType' => 'free',
                'abilityTreeNodes' => ['FEATUREnlp6HZZI5', 'FEATUREnlpMXQY7X', 'FEATUREnlpAOZDQ8', 'FEATUREnlpEZFBRW', 'FEATUREnlp3ZJX2G', 'FEATUREnlp97BF9V', 'FEATUREnlpR1YV22', 'FEATUREnlpJOUXF2', 'FEATUREnlpF61RQU', 'FEATUREnlpM0OA48', 'FEATUREnlp01ENOR', 'FEATUREnlp0VR1QU', 'FEATUREnlp6X5BYZ'],
            ],
            'parameters' => [
                [
                    'name' => 'ModelId',
                    'in' => 'formData',
                    'schema' => ['type' => 'integer', 'format' => 'int32', 'required' => true, 'docRequired' => true, 'description' => ''],
                ],
                [
                    'name' => 'Content',
                    'in' => 'formData',
                    'schema' => ['type' => 'string', 'required' => true, 'docRequired' => true, 'description' => ''],
                ],
                [
                    'name' => 'ModelVersion',
                    'in' => 'formData',
                    'schema' => ['type' => 'string', 'required' => false, 'docRequired' => true, 'description' => ''],
                ],
                [
                    'name' => 'DetailTag',
                    'in' => 'formData',
                    'schema' => ['type' => 'string', 'required' => false, 'description' => ''],
                ],
                [
                    'name' => 'TopK',
                    'in' => 'formData',
                    'schema' => ['type' => 'integer', 'format' => 'int32', 'required' => false, 'description' => ''],
                ],
            ],
            'responses' => [
                200 => [
                    'schema' => [
                        'type' => 'object',
                        'properties' => [
                            'Content' => ['type' => 'string', 'description' => ''],
                            'RequestId' => ['type' => 'string', 'description' => ''],
                        ],
                        'description' => '',
                    ],
                ],
            ],
            'errorCodes' => [
                400 => [
                    ['errorCode' => 'InvalidAccountStatus.ServiceUnavailable', 'errorMessage' => 'The NLP Auto Machine Learning service has not been activated.', 'description' => '用户未开通NLP自学习服务。'],
                    ['errorCode' => 'InvalidAccountStatus.ServiceLimit', 'errorMessage' => 'The maximum number of free API daily visits is exceeded.', 'description' => 'API访问次数超过了免费额度限制。'],
                    ['errorCode' => 'InvalidParameter.ModelId', 'errorMessage' => 'The specified modelId is invalid.', 'description' => '参数modelId不合法。'],
                    ['errorCode' => 'InvalidParameter.ModelVersion', 'errorMessage' => 'The specified modelVersion is invalid.', 'description' => '参数modelVersion不合法。'],
                    ['errorCode' => 'InvalidContentLength', 'errorMessage' => 'The length of content exceeds the limit.', 'description' => '内容长度过长。'],
                    ['errorCode' => 'parameterError', 'errorMessage' => 'The parameter is invalid.', 'description' => '参数错误'],
                    ['errorCode' => 'Account arrearage', 'errorMessage' => 'The account is arrearage.', 'description' => '账户已欠费'],
                    ['errorCode' => 'PermissionDeny', 'errorMessage' => 'No RAM permission.', 'description' => '改账号没有权限'],
                ],
                403 => [
                    ['errorCode' => '40003', 'errorMessage' => 'An error occurred while authenticating the model.', 'description' => '模型鉴权失败'],
                    ['errorCode' => 'Forbbiden', 'errorMessage' => 'You are not authorized to operate on the specified resource.', 'description' => '用户未被授权操作指定的资源。'],
                    ['errorCode' => '40002', 'errorMessage' => 'The specified interface is throttled.', 'description' => '调用接口被限流'],
                    ['errorCode' => '40013', 'errorMessage' => 'An error occurred while authenticating the model.', 'description' => '模型鉴权失败'],
                ],
                [
                    ['errorCode' => 'ResourceNotFound', 'errorMessage' => 'The specified Model does not exist.', 'description' => '指定的模型不存在。'],
                ],
                500 => [
                    ['errorCode' => 'InternalError', 'errorMessage' => 'An error occurred while processing your request.', 'description' => '未知错误。'],
                    ['errorCode' => 'ModelInferenceFailed', 'errorMessage' => 'The model inference result is null.', 'description' => '模型推测结果为空'],
                ],
                503 => [
                    ['errorCode' => 'ServiceUnavailable', 'errorMessage' => 'An error occurred while processing your request.', 'description' => '服务内部错误。'],
                ],
            ],
            'responseDemo' => '[{"errorExample":"","example":"{\\n  \\"Content\\": \\"\\",\\n  \\"RequestId\\": \\"\\"\\n}","type":"json"}]',
            'title' => '获取模型预测结果',
            'changeSet' => [
                ['createdAt' => '2025-06-09T05:43:29.000Z', 'description' => '错误码发生变更'],
                ['createdAt' => '2025-05-19T02:40:38.000Z', 'description' => '错误码发生变更'],
                ['createdAt' => '2022-04-18T01:52:31.000Z', 'description' => '错误码发生变更'],
                ['createdAt' => '2022-04-18T01:52:31.000Z', 'description' => '错误码发生变更'],
            ],
        ],
        'RunPreTrainService' => [
            'summary' => '调用预训练模型服务。',
            'methods' => ['post'],
            'schemes' => ['http', 'https'],
            'security' => [
                [
                    'AK' => [],
                ],
            ],
            'operationType' => 'read',
            'deprecated' => false,
            'systemTags' => [
                'operationType' => 'get',
                'riskType' => 'none',
                'chargeType' => 'free',
                'abilityTreeNodes' => [
                    'FEATUREnlp2P1OGB', 'FEATUREnlp8RK87E', 'FEATUREnlp0537I6', 'FEATUREnlpCAMXDD', 'FEATUREnlpM7P12V', 'FEATUREnlpQTX906', 'FEATUREnlpLCH6DG', 'FEATUREnlpDG0HX3', 'FEATUREnlp9YSZ64', 'FEATUREnlpUZ2C2Y', 'FEATUREnlpZBZJI2', 'FEATUREnlpV1PN9B', 'FEATUREnlpWB1IYO', 'FEATUREnlpX2LEJN', 'FEATUREnlpLSF30C', 'FEATUREnlpQ032BR', 'FEATUREnlpQHAWK2', 'FEATUREnlpWLVJE2', 'FEATUREnlp4JXFXB', 'FEATUREnlp0PKWIK',
                    'FEATUREnlp1V7KGA', 'FEATUREnlpR5NT62', 'FEATUREnlpUC15C2', 'FEATUREnlpOT0DNK', 'FEATUREnlpQBSUD4', 'FEATUREnlp8ES9UE', 'FEATUREnlpTE27I1', 'FEATUREnlp6WE0DC', 'FEATUREnlpVBPY3Z', 'FEATUREnlp0MGP51', 'FEATUREnlpJSUF2I',
                ],
            ],
            'parameters' => [
                [
                    'name' => 'ServiceName',
                    'in' => 'formData',
                    'schema' => ['description' => '服务名称。', 'type' => 'string', 'required' => true, 'docRequired' => true, 'example' => 'ReviewAnalysis'],
                ],
                [
                    'name' => 'ServiceVersion',
                    'in' => 'formData',
                    'schema' => ['description' => '服务版本。', 'type' => 'string', 'required' => false, 'docRequired' => false, 'example' => 'V1'],
                ],
                [
                    'name' => 'PredictContent',
                    'in' => 'formData',
                    'schema' => ['description' => '预测输入。', 'type' => 'string', 'required' => true, 'docRequired' => true, 'example' => '{"input":{"content": "这件衣服真好看", "domain": "clothing"}}'],
                ],
            ],
            'responses' => [
                200 => [
                    'schema' => [
                        'type' => 'object',
                        'properties' => [
                            'PredictResult' => ['description' => '模型预测结果。', 'type' => 'string', 'example' => '{"cost":"21.812ms","imprs":[{"aspect":"款式","clause":"这件衣服真好看","neg_prob":0.0,"pos_prob":0.566100001335144,"position":"0,7","sentiment":"正"}]},"message":"SUCCESS","tracerId":"7973b50e31dcbea8323460e0134d3226"}'],
                            'RequestId' => ['description' => '请求ID。', 'type' => 'string', 'example' => '7310FFCF-9FE8-4257-AE38-0E1AD828C2CC'],
                            'BillingCount' => ['description' => '计费次数，对应抵扣资源包数量', 'type' => 'integer', 'format' => 'int32', 'example' => '1'],
                        ],
                        'description' => '',
                    ],
                ],
            ],
            'errorCodes' => [
                400 => [
                    ['errorCode' => 'InvalidAccountStatus.ServiceUnavailable', 'errorMessage' => 'The NLP Auto Machine Learning service has not been activated.', 'description' => '用户未开通NLP自学习服务。'],
                    ['errorCode' => 'InvalidAccountStatus.ServiceLimit', 'errorMessage' => 'The maximum number of free API daily visits is exceeded.', 'description' => 'API访问次数超过了免费额度限制。'],
                    ['errorCode' => 'parameterError', 'errorMessage' => 'The parameter is invalid.', 'description' => '参数错误'],
                    ['errorCode' => 'predictContentLength', 'errorMessage' => 'The length of content exceeds the limit.', 'description' => '输入预测内容的长度超出限制。'],
                    ['errorCode' => 'postPaidArrearage', 'errorMessage' => 'The service is not opened or the account is overdue.', 'description' => '服务未开通或账户已欠费。'],
                    ['errorCode' => 'PermissionDeny', 'errorMessage' => 'No RAM permission.', 'description' => '改账号没有权限'],
                ],
                404 => [
                    ['errorCode' => 'ResourceNotFound', 'errorMessage' => 'The specified Model does not exist.', 'description' => '指定的模型不存在。'],
                ],
                500 => [
                    ['errorCode' => 'ModelInferenceError', 'errorMessage' => 'Failed to obtain the model prediction result.', 'description' => '获取模型预测结果失败。'],
                    ['errorCode' => 'UnknownError', 'errorMessage' => 'A server error occurred while processing your request. Please try again later or contact customer support.', 'description' => '未知错误。'],
                    ['errorCode' => 'InternalError', 'errorMessage' => 'An error occurred while processing your request.', 'description' => '未知错误。'],
                    ['errorCode' => 'predictTimeout', 'errorMessage' => 'model predict cost greater than 9000ms.', 'description' => '模型响应时间超过9秒。'],
                ],
                503 => [
                    ['errorCode' => 'ServiceUnavailable', 'errorMessage' => 'An error occurred while processing your request.', 'description' => '服务内部错误。'],
                ],
            ],
            'responseDemo' => '[{"type":"json","example":"{\\n  \\"PredictResult\\": \\"{\\\\\\"cost\\\\\\":\\\\\\"21.812ms\\\\\\",\\\\\\"imprs\\\\\\":[{\\\\\\"aspect\\\\\\":\\\\\\"款式\\\\\\",\\\\\\"clause\\\\\\":\\\\\\"这件衣服真好看\\\\\\",\\\\\\"neg_prob\\\\\\":0.0,\\\\\\"pos_prob\\\\\\":0.566100001335144,\\\\\\"position\\\\\\":\\\\\\"0,7\\\\\\",\\\\\\"sentiment\\\\\\":\\\\\\"正\\\\\\"}]},\\\\\\"message\\\\\\":\\\\\\"SUCCESS\\\\\\",\\\\\\"tracerId\\\\\\":\\\\\\"7973b50e31dcbea8323460e0134d3226\\\\\\"}\\",\\n  \\"RequestId\\": \\"7310FFCF-9FE8-4257-AE38-0E1AD828C2CC\\",\\n  \\"BillingCount\\": 1\\n}","errorExample":""},{"type":"xml","example":"<RunPreTrainServiceResponse>\\n    <PredictResult>{\\"cost\\":\\"21.812ms\\",\\"imprs\\":[{\\"aspect\\":\\"款式\\",\\"clause\\":\\"这件衣服真好看\\",\\"neg_prob\\":0.0,\\"pos_prob\\":0.566100001335144,\\"position\\":\\"0,7\\",\\"sentiment\\":\\"正\\"}]},\\"message\\":\\"SUCCESS\\",\\"tracerId\\":\\"7973b50e31dcbea8323460e0134d3226\\"}</PredictResult>\\n    <RequestId>7310FFCF-9FE8-4257-AE38-0E1AD828C2CC</RequestId>\\n    <BillingCount>1</BillingCount>\\n</RunPreTrainServiceResponse>","errorExample":""}]',
            'title' => '调用预训练模型服务',
            'changeSet' => [],
        ],
    ],
    'endpoints' => [
        ['regionId' => 'cn-hangzhou', 'regionName' => '华东1（杭州）', 'areaId' => 'asiaPacific', 'areaName' => '亚太', 'public' => 'nlp-automl.cn-hangzhou.aliyuncs.com', 'endpoint' => 'nlp-automl.cn-hangzhou.aliyuncs.com', 'vpc' => 'nlp-automl-vpc.cn-hangzhou.aliyuncs.com'],
    ],
    'errorCodes' => [
        ['code' => '40001', 'message' => 'The quota for calling the model is exceeded.', 'http_code' => 403, 'description' => '调用额度已超出限制'],
        ['code' => '40002', 'message' => 'The specified interface is throttled.', 'http_code' => 403, 'description' => '调用接口被限流'],
        ['code' => '40003', 'message' => 'An error occurred while authenticating the model.', 'http_code' => 403, 'description' => '模型鉴权失败'],
        ['code' => '40004', 'message' => 'A server error occurred while processing your request. Please try again later or contact customer support.', 'http_code' => 200, 'description' => '服务器内部出现错误，请稍后重试或者联系客服人员帮忙解决。'],
        ['code' => '40013', 'message' => 'An error occurred while authenticating the model.', 'http_code' => 403, 'description' => '模型鉴权失败'],
        ['code' => 'Account arrearage', 'message' => 'The account is arrearage.', 'http_code' => 400, 'description' => '账户已欠费'],
        ['code' => 'BaseModelNotFound', 'message' => 'The base model is not found.', 'http_code' => 400, 'description' => '未找到基础模型'],
        ['code' => 'createModelConcurrency', 'message' => 'Creating multiple models at the same time is not allowed.', 'http_code' => 400, 'description' => '不允许同时创建多个模型。'],
        ['code' => 'DataCenter.IllegalDatasetId', 'message' => 'The format of the dataset ID is invalid.', 'http_code' => 403, 'description' => '数据集ID不是有效的数据集ID'],
        ['code' => 'DataCenter.IllegalDatasetRecord', 'message' => 'The format of the dataset record is invalid.', 'http_code' => 403, 'description' => '数据集标注数据格式无效'],
        ['code' => 'dataFormatError', 'message' => 'The number of data bars added exceeds 500.', 'http_code' => 400, 'description' => '添加的数据条数过大，超过了500条'],
        ['code' => 'DocParseError', 'message' => 'The version of the uploaded DOC file is too early to support parsing. You are advised to replace the DOCX file with the latest version.', 'http_code' => 400, 'description' => '上传的DOC文件类型的版本过低，不支持解析，建议替换为最新版本的DOCX。'],
        ['code' => 'FileParseError', 'message' => 'The uploaded file failed to be parsed.', 'http_code' => 500, 'description' => '上传的文件解析失败。'],
        ['code' => 'Forbbiden', 'message' => 'You are not authorized to operate on the specified resource.', 'http_code' => 403, 'description' => '用户未被授权操作指定的资源。'],
        ['code' => 'InternalError', 'message' => 'An error occurred while processing your request.', 'http_code' => 500, 'description' => '未知错误。'],
        ['code' => 'InvalidAccountStatus.ServiceLimit', 'message' => 'The maximum number of free API daily visits is exceeded.', 'http_code' => 400, 'description' => 'API访问次数超过了免费额度限制。'],
        ['code' => 'InvalidAccountStatus.ServiceUnavailable', 'message' => 'The NLP Auto Machine Learning service has not been activated.', 'http_code' => 400, 'description' => '用户未开通NLP自学习服务。'],
        ['code' => 'InvalidContentLength', 'message' => 'The length of content exceeds the limit.', 'http_code' => 400, 'description' => '内容长度过长。'],
        ['code' => 'InvalidParameter', 'message' => 'The parameter is invalid.', 'http_code' => 400, 'description' => '参数错误'],
        ['code' => 'InvalidParameter.ModelId', 'message' => 'The specified modelId is invalid.', 'http_code' => 400, 'description' => '参数modelId不合法。'],
        ['code' => 'InvalidParameter.ModelVersion', 'message' => 'The specified modelVersion is invalid.', 'http_code' => 400, 'description' => '参数modelVersion不合法。'],
        ['code' => 'InvalidServiceName', 'message' => 'The service does not exist.', 'http_code' => 400, 'description' => '服务不存在。'],
        ['code' => 'ModelCenter.CreateModelLimit', 'message' => 'The maximum number of models you created is exceeded.', 'http_code' => 403, 'description' => '创建模型数量已达上限'],
        ['code' => 'ModelCenter.DeployModelLimit', 'message' => 'The maximum number of online models is exceeded. You cannot deploy the model.', 'http_code' => 403, 'description' => '模型在线数量已达上限，不能发布'],
        ['code' => 'ModelCenter.IllegalModelName', 'message' => 'The format of the model name is invalid.', 'http_code' => 400, 'description' => '模型名称格式错误'],
        ['code' => 'ModelCenter.MinTrainingcount', 'message' => 'The number of model training records is less than 4.', 'http_code' => 400, 'description' => '模型训练数据少于4条'],
        ['code' => 'ModelCenter.ModelNotFound', 'message' => 'The model information is not found.', 'http_code' => 400, 'description' => '未找到模型信息'],
        ['code' => 'ModelCenter.ModelNotInProject', 'message' => 'The model is not in the specified project.', 'http_code' => 400, 'description' => '项目ID不匹配'],
        ['code' => 'ModelCenter.ModelStatusError', 'message' => 'The model status is abnormal.', 'http_code' => 400, 'description' => '模型状态异常'],
        ['code' => 'ModelCenter.NoDatasetOnline', 'message' => 'The status of the training dataset is not online.', 'http_code' => 400, 'description' => '数据集状态未在线'],
        ['code' => 'ModelCenter.NoPermission', 'message' => 'You are not authorized to perform the operation.', 'http_code' => 403, 'description' => '无权限操作'],
        ['code' => 'ModelCenter.NotFoundConfig', 'message' => 'The configuration information of the model type is not found.', 'http_code' => 400, 'description' => '未找到模型类型配置信息'],
        ['code' => 'ModelCenter.OnlineModelLimit', 'message' => 'The maximum number of online models is exceeded.', 'http_code' => 403, 'description' => '模型在线数量已达上限，不能操作上线'],
        ['code' => 'ModelGroupNotFound', 'message' => 'The model group is not found.', 'http_code' => 400, 'description' => '未找到模型组信息'],
        ['code' => 'ModelInferenceError', 'message' => 'Failed to obtain the model prediction result.', 'http_code' => 500, 'description' => '获取模型预测结果失败。'],
        ['code' => 'ModelInferenceFailed', 'message' => 'The model inference result is null.', 'http_code' => 500, 'description' => '模型推测结果为空'],
        ['code' => 'NotFoundUploadDataError', 'message' => 'No data set is created.', 'http_code' => 400, 'description' => '未创建数据集。'],
        ['code' => 'parameterError', 'message' => 'The parameter is invalid.', 'http_code' => 400, 'description' => '参数错误'],
        ['code' => 'PermissionDeny', 'message' => 'No RAM permission.', 'http_code' => 400, 'description' => '改账号没有权限'],
        ['code' => 'postPaidArrearage', 'message' => 'The service is not opened or the account is overdue.', 'http_code' => 400, 'description' => '服务未开通或账户已欠费。'],
        ['code' => 'postpaidArrearageError', 'message' => 'You have an overdue payment.', 'http_code' => 400, 'description' => '您已欠费'],
        ['code' => 'predictContentLength', 'message' => 'The length of content exceeds the limit.', 'http_code' => 400, 'description' => '输入预测内容的长度超出限制。'],
        ['code' => 'predictLimit', 'message' => 'The maximum number of submitted tasks is exceeded.', 'http_code' => 400, 'description' => '提交任务到达上限'],
        ['code' => 'predictQpsLimit', 'message' => 'The maximum number of queries-per-second is exceeded.', 'http_code' => 403, 'description' => '单模型QPS达到上限'],
        ['code' => 'predictTimeout', 'message' => 'model predict cost greater than 9000ms.', 'http_code' => 500, 'description' => '模型响应时间超过9秒。'],
        ['code' => 'queryExceedMaxDuration', 'message' => 'The query data exceeds the upper limit.', 'http_code' => 400, 'description' => '查询数据超过允许的最大区间。'],
        ['code' => 'ResourceNotFound', 'message' => 'The specified Model does not exist.', 'http_code' => 404, 'description' => '指定的模型不存在。'],
        ['code' => 'ServiceUnavailable', 'message' => 'An error occurred while processing your request.', 'http_code' => 503, 'description' => '服务内部错误。'],
        ['code' => 'UnknownError', 'message' => 'A server error occurred while processing your request. Please try again later or contact customer support.', 'http_code' => 500, 'description' => '未知错误。'],
    ],
    'changeSet' => [
        [
            'apis' => [
                ['description' => '响应参数发生变更', 'api' => 'RunPreTrainService'],
            ],
            'createdAt' => '2023-05-06T09:24:51.000Z',
            'description' => '',
        ],
        [
            'apis' => [
                ['description' => '错误码发生变更', 'api' => 'RunPreTrainService'],
            ],
            'createdAt' => '2023-03-24T08:21:17.000Z',
            'description' => '',
        ],
        [
            'apis' => [
                ['description' => '请求参数发生变更', 'api' => 'CreateAsyncPredict'],
            ],
            'createdAt' => '2023-03-24T08:20:06.000Z',
            'description' => '',
        ],
        [
            'apis' => [
                ['description' => '请求参数发生变更', 'api' => 'CreateAsyncPredict'],
            ],
            'createdAt' => '2022-11-14T05:07:09.000Z',
            'description' => '异步预测接口支持根据服务名称和服务版本进行调用。',
        ],
        [
            'apis' => [
                ['description' => '请求参数发生变更', 'api' => 'CreateAsyncPredict'],
            ],
            'createdAt' => '2022-11-14T03:20:10.000Z',
            'description' => '异步预测接口支持预训练模型根据服务名称和服务版本进行调用了。',
        ],
        [
            'apis' => [
                ['description' => '错误码发生变更', 'api' => 'GetPredictResult'],
            ],
            'createdAt' => '2022-04-19T03:32:51.000Z',
            'description' => 'GetPredictResult调用模型未返回结果时，返回ErrorCode: ModelInferenceFailed,ErrorMessage:The model inference result is null.',
        ],
        [
            'apis' => [
                ['description' => '错误码发生变更', 'api' => 'GetPredictResult'],
            ],
            'createdAt' => '2022-04-18T03:06:41.000Z',
            'description' => 'GetPredictResult接口模型鉴权失败时接口的http_code变更为403',
        ],
    ],
];