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import configparser | |
import json | |
import logging | |
import time | |
from hashlib import md5 | |
from api.kkbox import KKBOX | |
import requests | |
config = configparser.ConfigParser() | |
config.read('config.ini') | |
logger = logging.getLogger(__name__) | |
class NliStatusError(Exception): | |
"""The NLI result status is not 'ok'""" | |
class Olami: | |
URL = 'https://tw.olami.ai/cloudservice/api' | |
def __init__(self, app_key=config['OLAMI']['APP_KEY'], app_secret=config['OLAMI']['APP_SECRET'], input_type=1): | |
self.app_key = app_key | |
self.app_secret = app_secret | |
self.input_type = input_type | |
def nli(self, text, cusid=None): | |
response = requests.post(self.URL, params=self._gen_parameters('nli', text, cusid)) | |
response.raise_for_status() | |
response_json = response.json() | |
if response_json['status'] != 'ok': | |
raise NliStatusError("NLI responded status != 'ok': {}".format(response_json['status'])) | |
else: | |
nli_obj = response_json['data']['nli'][0] | |
return self.intent_detection(nli_obj) | |
def _gen_parameters(self, api, text, cusid): | |
timestamp_ms = (int(time.time() * 1000)) | |
params = {'appkey': self.app_key, | |
'api': api, | |
'timestamp': timestamp_ms, | |
'sign': self._gen_sign(api, timestamp_ms), | |
'rq': self._gen_rq(text)} | |
if cusid is not None: | |
params.update(cusid=cusid) | |
return params | |
def _gen_sign(self, api, timestamp_ms): | |
data = self.app_secret + 'api=' + api + 'appkey=' + self.app_key + 'timestamp=' + \ | |
str(timestamp_ms) + self.app_secret | |
return md5(data.encode('ascii')).hexdigest() | |
def _gen_rq(self, text): | |
obj = {'data_type': 'stt', 'data': {'input_type': self.input_type, 'text': text}} | |
return json.dumps(obj) | |
def intent_detection(self, nli_obj): | |
def handle_selection_type(type): | |
if type == 'news': | |
return desc['result'] + '\n\n' + '\n'.join( | |
str(index + 1) + '. ' + el['title'] for index, el in enumerate(data)) | |
elif type == 'poem': | |
return desc['result'] + '\n\n' + '\n'.join( | |
str(index + 1) + '. ' + el['poem_name'] + ',作者:' + el['author'] for index, el in enumerate(data)) | |
elif type == 'cooking': | |
return desc['result'] + '\n\n' + '\n'.join( | |
str(index + 1) + '. ' + el['name'] for index, el in enumerate(data)) | |
else: | |
return '對不起,你說的我還不懂,能換個說法嗎?' | |
def handle_music_kkbox_type(semantic): | |
music_type = semantic['modifier'][0].split('_')[2] | |
slots = semantic['slots'] | |
kkbox = KKBOX() | |
def get_slot_value_by_key(key): | |
return next(filter(lambda el: el['name'] == key, slots))['value'] | |
key = 'keyword' if music_type == 'playlist' else (music_type + '_name') | |
return kkbox.search(music_type, get_slot_value_by_key(key)) | |
type = nli_obj['type'] | |
desc = nli_obj['desc_obj'] | |
data = nli_obj.get('data_obj', []) | |
if type == 'kkbox': | |
id = data[0]['id'] | |
return ('https://widget.kkbox.com/v1/?type=song&id=' + id) if len(data) > 0 else desc['result'] | |
elif type == 'baike': | |
return data[0]['description'] | |
elif type == 'joke': | |
return data[0]['content'] | |
elif type == 'news': | |
return data[0]['detail'] | |
elif type == 'cooking': | |
return data[0]['content'] | |
elif type == 'selection': | |
return handle_selection_type(desc['type']) | |
elif type == 'ds': | |
return desc['result'] + '\n請用 /help 指令看看我能怎麼幫助您' | |
elif type == 'music_kkbox': | |
return handle_music_kkbox_type(nli_obj['semantic'][0]) | |
else: | |
return desc['result'] |
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