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# encoding:utf-8 |
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import json |
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import os |
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import uuid |
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import requests |
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from bridge.context import ContextType |
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from bridge.reply import Reply, ReplyType |
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from common.log import logger |
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import plugins |
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from plugins import * |
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from uuid import getnode as get_mac |
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"""利用百度UNIT实现智能对话 |
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如果命中意图，返回意图对应的回复，否则返回继续交付给下个插件处理 |
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""" |
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@plugins.register(name="BDunit", desc="Baidu unit bot system", version="0.1", author="jackson", desire_priority=0) |
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class BDunit(Plugin): |
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def __init__(self): |
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super().__init__() |
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try: |
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curdir = os.path.dirname(__file__) |
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config_path = os.path.join(curdir, "config.json") |
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conf = None |
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if not os.path.exists(config_path): |
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conf = {"service_id": "", "api_key": "", |
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"secret_key": ""} |
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with open(config_path, "w") as f: |
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json.dump(conf, f, indent=4) |
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else: |
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with open(config_path, "r") as f: |
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conf = json.load(f) |
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self.service_id = conf["service_id"] |
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self.api_key = conf["api_key"] |
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self.secret_key = conf["secret_key"] |
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self.access_token = self.get_token() |
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self.handlers[Event.ON_HANDLE_CONTEXT] = self.on_handle_context |
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logger.info("[BDunit] inited") |
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except Exception as e: |
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logger.warn( |
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"BDunit init failed: %s, ignore " % e) |
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def on_handle_context(self, e_context: EventContext): |
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if e_context['context'].type != ContextType.TEXT: |
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return |
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content = e_context['context'].content |
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logger.debug("[BDunit] on_handle_context. content: %s" % content) |
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parsed = self.getUnit2(content) |
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intent = self.getIntent(parsed) |
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if intent: # 找到意图 |
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logger.debug("[BDunit] Baidu_AI Intent= %s", intent) |
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reply = Reply() |
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reply.type = ReplyType.TEXT |
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reply.content = self.getSay(parsed) |
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e_context['reply'] = reply |
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e_context.action = EventAction.BREAK_PASS # 事件结束，并跳过处理context的默认逻辑 |
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else: |
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e_context.action = EventAction.CONTINUE # 事件继续，交付给下个插件或默认逻辑 |
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def get_help_text(self, **kwargs): |
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help_text = "本插件会处理询问实时日期时间，天气，数学运算等问题，这些技能由您的百度智能对话UNIT决定\n" |
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return help_text |
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def get_token(self): |
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"""获取访问百度UUNIT 的access_token |
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#param api_key: UNIT apk_key |
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#param secret_key: UNIT secret_key |
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Returns: |
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string: access_token |
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""" |
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url = "https://aip.baidubce.com/oauth/2.0/token?client_id={}&client_secret={}&grant_type=client_credentials".format( |
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self.api_key, self.secret_key) |
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payload = "" |
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headers = { |
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'Content-Type': 'application/json', |
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'Accept': 'application/json' |
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} |
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response = requests.request("POST", url, headers=headers, data=payload) |
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# print(response.text) |
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return response.json()['access_token'] |
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def getUnit(self, query): |
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""" |
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NLU 解析version 3.0 |
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:param query: 用户的指令字符串 |
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:returns: UNIT 解析结果。如果解析失败，返回 None |
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""" |
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url = ( |
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'https://aip.baidubce.com/rpc/2.0/unit/service/v3/chat?access_token=' |
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+ self.access_token |
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) |
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request = {"query": query, "user_id": str( |
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get_mac())[:32], "terminal_id": "88888"} |
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body = { |
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"log_id": str(uuid.uuid1()), |
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"version": "3.0", |
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"service_id": self.service_id, |
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"session_id": str(uuid.uuid1()), |
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"request": request, |
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} |
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try: |
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headers = {"Content-Type": "application/json"} |
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response = requests.post(url, json=body, headers=headers) |
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return json.loads(response.text) |
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except Exception: |
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return None |
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def getUnit2(self, query): |
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""" |
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NLU 解析 version 2.0 |
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:param query: 用户的指令字符串 |
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:returns: UNIT 解析结果。如果解析失败，返回 None |
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""" |
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url = ( |
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"https://aip.baidubce.com/rpc/2.0/unit/service/chat?access_token=" |
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+ self.access_token |
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) |
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request = {"query": query, "user_id": str(get_mac())[:32]} |
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body = { |
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"log_id": str(uuid.uuid1()), |
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"version": "2.0", |
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"service_id": self.service_id, |
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"session_id": str(uuid.uuid1()), |
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"request": request, |
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} |
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try: |
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headers = {"Content-Type": "application/json"} |
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response = requests.post(url, json=body, headers=headers) |
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return json.loads(response.text) |
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except Exception: |
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return None |
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def getIntent(self, parsed): |
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""" |
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提取意图 |
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:param parsed: UNIT 解析结果 |
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:returns: 意图数组 |
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""" |
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if ( |
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parsed |
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and "result" in parsed |
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and "response_list" in parsed["result"] |
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): |
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try: |
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return parsed["result"]["response_list"][0]["schema"]["intent"] |
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except Exception as e: |
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logger.warning(e) |
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return "" |
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else: |
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return "" |
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def hasIntent(self, parsed, intent): |
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""" |
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判断是否包含某个意图 |
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:param parsed: UNIT 解析结果 |
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:param intent: 意图的名称 |
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:returns: True: 包含; False: 不包含 |
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""" |
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if ( |
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parsed |
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and "result" in parsed |
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and "response_list" in parsed["result"] |
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): |
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response_list = parsed["result"]["response_list"] |
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for response in response_list: |
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if ( |
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"schema" in response |
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and "intent" in response["schema"] |
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and response["schema"]["intent"] == intent |
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): |
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return True |
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return False |
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else: |
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return False |
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def getSlots(self, parsed, intent=""): |
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""" |
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提取某个意图的所有词槽 |
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:param parsed: UNIT 解析结果 |
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:param intent: 意图的名称 |
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:returns: 词槽列表。你可以通过 name 属性筛选词槽， |
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再通过 normalized_word 属性取出相应的值 |
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""" |
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if ( |
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parsed |
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and "result" in parsed |
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and "response_list" in parsed["result"] |
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): |
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response_list = parsed["result"]["response_list"] |
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if intent == "": |
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try: |
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return parsed["result"]["response_list"][0]["schema"]["slots"] |
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except Exception as e: |
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logger.warning(e) |
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return [] |
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for response in response_list: |
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if ( |
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"schema" in response |
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and "intent" in response["schema"] |
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and "slots" in response["schema"] |
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and response["schema"]["intent"] == intent |
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): |
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return response["schema"]["slots"] |
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return [] |
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else: |
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return [] |
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def getSlotWords(self, parsed, intent, name): |
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""" |
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找出命中某个词槽的内容 |
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:param parsed: UNIT 解析结果 |
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:param intent: 意图的名称 |
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:param name: 词槽名 |
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:returns: 命中该词槽的值的列表。 |
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""" |
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slots = self.getSlots(parsed, intent) |
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words = [] |
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for slot in slots: |
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if slot["name"] == name: |
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words.append(slot["normalized_word"]) |
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return words |
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def getSayByConfidence(self, parsed): |
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""" |
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提取 UNIT 置信度最高的回复文本 |
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:param parsed: UNIT 解析结果 |
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:returns: UNIT 的回复文本 |
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""" |
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if ( |
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parsed |
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and "result" in parsed |
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and "response_list" in parsed["result"] |
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): |
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response_list = parsed["result"]["response_list"] |
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answer = {} |
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for response in response_list: |
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if ( |
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"schema" in response |
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and "intent_confidence" in response["schema"] |
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and ( |
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not answer |
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or response["schema"]["intent_confidence"] |
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> answer["schema"]["intent_confidence"] |
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) |
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): |
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answer = response |
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return answer["action_list"][0]["say"] |
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else: |
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return "" |
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def getSay(self, parsed, intent=""): |
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""" |
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提取 UNIT 的回复文本 |
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:param parsed: UNIT 解析结果 |
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:param intent: 意图的名称 |
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:returns: UNIT 的回复文本 |
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""" |
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if ( |
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parsed |
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and "result" in parsed |
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and "response_list" in parsed["result"] |
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): |
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response_list = parsed["result"]["response_list"] |
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if intent == "": |
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try: |
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return response_list[0]["action_list"][0]["say"] |
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except Exception as e: |
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logger.warning(e) |
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return "" |
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for response in response_list: |
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if ( |
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"schema" in response |
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and "intent" in response["schema"] |
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and response["schema"]["intent"] == intent |
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): |
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try: |
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return response["action_list"][0]["say"] |
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except Exception as e: |
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logger.warning(e) |
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return "" |
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return "" |
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else: |
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return "" |
zhanws
GitHub
1 年之前