| |
| |
|
|
| from typing import Generator, List, Union |
|
|
| from dashscope.api_entities.dashscope_response import ( |
| DashScopeAPIResponse, |
| DictMixin, |
| Role, |
| ) |
| from dashscope.client.base_api import BaseApi |
| from dashscope.common.constants import MESSAGE, SCENE |
| from dashscope.common.error import InputRequired, ModelRequired |
| from dashscope.common.utils import _get_task_group_and_task |
|
|
|
|
| class MessageParam(DictMixin): |
| role: str |
|
|
| def __init__(self, role: str, **kwargs): |
| super().__init__(role=role, **kwargs) |
|
|
|
|
| class UserRoleMessageParam(MessageParam): |
| content: str |
|
|
| def __init__(self, content: str, **kwargs): |
| super().__init__(role=Role.USER, content=content, **kwargs) |
|
|
|
|
| class AttachmentRoleMessageParam(MessageParam): |
| meta: dict |
|
|
| def __init__(self, meta: dict, **kwargs): |
| super().__init__(role=Role.ATTACHMENT, meta=meta, **kwargs) |
|
|
|
|
| class OtherRoleContentMessageParam(MessageParam): |
| content: str |
|
|
| def __init__(self, role: str, content: str, **kwargs): |
| super().__init__(role=role, content=content, **kwargs) |
|
|
|
|
| class OtherRoleMetaMessageParam(MessageParam): |
| meta: dict |
|
|
| def __init__(self, role: str, meta: dict, **kwargs): |
| super().__init__(role=role, meta=meta, **kwargs) |
|
|
|
|
| class CodeGeneration(BaseApi): |
| function = "generation" |
| """API for AI-Generated Content(AIGC) models. |
| |
| """ |
|
|
| class Models: |
| tongyi_lingma_v1 = "tongyi-lingma-v1" |
|
|
| class Scenes: |
| custom = "custom" |
| nl2code = "nl2code" |
| code2comment = "code2comment" |
| code2explain = "code2explain" |
| commit2msg = "commit2msg" |
| unit_test = "unittest" |
| code_qa = "codeqa" |
| nl2sql = "nl2sql" |
|
|
| @classmethod |
| def call( |
| cls, |
| model: str, |
| scene: str = None, |
| api_key: str = None, |
| message: List[MessageParam] = None, |
| workspace: str = None, |
| **kwargs, |
| ) -> Union[ |
| DashScopeAPIResponse, |
| Generator[ |
| DashScopeAPIResponse, |
| None, |
| None, |
| ], |
| ]: |
| """Call generation model service. |
| |
| Args: |
| model (str): The requested model, such as tongyi-lingma-v1 |
| scene (str): Scene type, single choice, such as custom |
| examples: |
| custom：User defined prompt |
| nl2code：Natural language generated code |
| code2comment：annotation |
| code2explain：explain |
| commit2msg：Automatically generate commit |
| uinttest：Generating Unit Tests |
| codeqa：Code Q&A |
| nl2sql：Generate SQL code using natural language |
| api_key (str, optional): The api api_key, can be None, |
| if None, will get by default rule(TODO: api key doc). |
| message (list): The generation messages. |
| scene == custom, examples: |
| [{"role": "user", "content": "根据下面的功能描述生成一个python函数。代码的功能是计算给定路径下所有文件的总大小。"}] # noqa E501 # pylint: disable=line-too-long |
| scene == nl2code, examples: |
| [{"role": "user", "content": "计算给定路径下所有文件的总大小"}, {"role": "attachment", "meta": {"language": "java"}}] # noqa E501 # pylint: disable=line-too-long |
| scene == code2comment, examples: |
| [{"role": "user", "content": "1. 生成中文注释\n2. 仅生成代码部分，不需要额外解释函数功能\n"}, {"role": "attachment", "meta": {"code": "\t\t@Override\n\t\tpublic CancelExportTaskResponse cancelExportTask(\n\t\t\t\tCancelExportTask cancelExportTask) {\n\t\t\tAmazonEC2SkeletonInterface ec2Service = ServiceProvider.getInstance().getServiceImpl(AmazonEC2SkeletonInterface.class);\n\t\t\treturn ec2Service.cancelExportTask(cancelExportTask);\n\t\t}", "language": "java"}}] # noqa E501 # pylint: disable=line-too-long |
| scene == code2explain, examples: |
| [{"role": "user", "content": "要求不低于200字"}, {"role": "attachment", "meta": {"code": "@Override\n public int getHeaderCacheSize()\n {\n return 0;\n }\n\n", "language": "java"}}] # noqa E501 # pylint: disable=line-too-long |
| scene == commit2msg, examples: |
| [{"role": "attachment", "meta": {"diff_list": [{"diff": "--- src/com/siondream/core/PlatformResolver.java\n+++ src/com/siondream/core/PlatformResolver.java\n@@ -1,11 +1,8 @@\npackage com.siondream.core;\n-\n-import com.badlogic.gdx.files.FileHandle;\n\npublic interface PlatformResolver {\npublic void openURL(String url);\npublic void rateApp();\npublic void sendFeedback();\n-\tpublic FileHandle[] listFolder(String path);\n}\n", "old_file_path": "src/com/siondream/core/PlatformResolver.java", "new_file_path": "src/com/siondream/core/PlatformResolver.java"}]}}] # noqa E501 # pylint: disable=line-too-long |
| scene == unittest, examples: |
| [{"role": "attachment", "meta": {"code": "public static <T> TimestampMap<T> parseTimestampMap(Class<T> typeClass, String input, DateTimeZone timeZone) throws IllegalArgumentException {\n if (typeClass == null) {\n throw new IllegalArgumentException(\"typeClass required\");\n }\n\n if (input == null) {\n return null;\n }\n\n TimestampMap result;\n\n typeClass = AttributeUtils.getStandardizedType(typeClass);\n if (typeClass.equals(String.class)) {\n result = new TimestampStringMap();\n } else if (typeClass.equals(Byte.class)) {\n result = new TimestampByteMap();\n } else if (typeClass.equals(Short.class)) {\n result = new TimestampShortMap();\n } else if (typeClass.equals(Integer.class)) {\n result = new TimestampIntegerMap();\n } else if (typeClass.equals(Long.class)) {\n result = new TimestampLongMap();\n } else if (typeClass.equals(Float.class)) {\n result = new TimestampFloatMap();\n } else if (typeClass.equals(Double.class)) {\n result = new TimestampDoubleMap();\n } else if (typeClass.equals(Boolean.class)) {\n result = new TimestampBooleanMap();\n } else if (typeClass.equals(Character.class)) {\n result = new TimestampCharMap();\n } else {\n throw new IllegalArgumentException(\"Unsupported type \" + typeClass.getClass().getCanonicalName());\n }\n\n if (input.equalsIgnoreCase(EMPTY_VALUE)) {\n return result;\n }\n\n StringReader reader = new StringReader(input + ' ');// Add 1 space so\n // reader.skip\n // function always\n // works when\n // necessary (end of\n // string not\n // reached).\n\n try {\n int r;\n char c;\n while ((r = reader.read()) != -1) {\n c = (char) r;\n switch (c) {\n case LEFT_BOUND_SQUARE_BRACKET:\n case LEFT_BOUND_BRACKET:\n parseTimestampAndValue(typeClass, reader, result, timeZone);\n break;\n default:\n // Ignore other chars outside of bounds\n }\n }\n } catch (IOException ex) {\n throw new RuntimeException(\"Unexpected expection while parsing timestamps\", ex);\n }\n\n return result;\n }", "language": "java"}}] # noqa E501 # pylint: disable=line-too-long |
| scene == codeqa, examples: |
| [{"role": "user", "content": "I'm writing a small web server in Python, using BaseHTTPServer and a custom subclass of BaseHTTPServer.BaseHTTPRequestHandler. Is it possible to make this listen on more than one port?\nWhat I'm doing now:\nclass MyRequestHandler(BaseHTTPServer.BaseHTTPRequestHandler):\n def doGET\n [...]\n\nclass ThreadingHTTPServer(ThreadingMixIn, HTTPServer): \n pass\n\nserver = ThreadingHTTPServer(('localhost', 80), MyRequestHandler)\nserver.serve_forever()"}] # noqa E501 # pylint: disable=line-too-long |
| scene == nl2sql, examples: |
| [{"role": "user", "content": "小明的总分数是多少"}, {"role": "attachment", "meta": {"synonym_infos": {"学生姓名": "姓名|名字|名称", "学生分数": "分数|得分"}, "recall_infos": [{"content": "student_score.id='小明'", "score": "0.83"}], "schema_infos": [{"table_id": "student_score", "table_desc": "学生分数表", "columns": [{"col_name": "id", "col_caption": "学生id", "col_desc": "例值为:1,2,3", "col_type": "string"}, {"col_name": "name", "col_caption": "学生姓名", "col_desc": "例值为:张三,李四,小明", "col_type": "string"}, {"col_name": "score", "col_caption": "学生分数", "col_desc": "例值为:98,100,66", "col_type": "string"}]}]}}] # noqa E501 # pylint: disable=line-too-long |
| workspace (str): The dashscope workspace id. |
| **kwargs: |
| n( |
| int, |
| `optional` |
| ): The number of output results, currently only supports 1, with a default value of 1 # noqa E501 |
| |
| Returns: |
| Union[DashScopeAPIResponse, |
| Generator[DashScopeAPIResponse, None, None]]: If |
| stream is True, return Generator, otherwise DashScopeAPIResponse. |
| """ |
| if (scene is None or not scene) or (message is None or not message): |
| raise InputRequired("scene and message is required!") |
| if model is None or not model: |
| raise ModelRequired("Model is required!") |
| task_group, task = _get_task_group_and_task(__name__) |
| ( |
| input, |
| parameters, |
| ) = cls._build_input_parameters( |
| model, |
| scene, |
| message, |
| **kwargs, |
| ) |
| response = super().call( |
| model=model, |
| task_group=task_group, |
| task=task, |
| function=CodeGeneration.function, |
| api_key=api_key, |
| input=input, |
| workspace=workspace, |
| **parameters, |
| ) |
|
|
| is_stream = kwargs.get("stream", False) |
| if is_stream: |
| return (rsp for rsp in response) |
| else: |
| return response |
|
|
| @classmethod |
| def _build_input_parameters( |
| cls, |
| model, |
| scene, |
| message, |
| **kwargs, |
| ): |
| parameters = {"n": kwargs.pop("n", 1)} |
| input = { |
| SCENE: scene, |
| MESSAGE: message, |
| } |
| return input, {**parameters, **kwargs} |
|
|
