import json
from tencentcloud.common import credential
from tencentcloud.common.profile.client_profile import ClientProfile
from tencentcloud.common.profile.http_profile import HttpProfile
from tencentcloud.common.exception.tencent_cloud_sdk_exception import TencentCloudSDKException
from tencentcloud.nlp.v20190408 import nlp_client, models


def get_tencent_emotion_analysis(text, secret_id, secret_key):
    try:
        cred = credential.Credential(secret_id, secret_key)
        http_profile = HttpProfile()
        http_profile.endpoint = "nlp.tencentcloudapi.com"

        client_profile = ClientProfile()
        client_profile.httpProfile = http_profile
        client = nlp_client.NlpClient(cred, "ap-guangzhou", client_profile)

        req = models.SentimentAnalysisRequest()
        params = {
            "Text": text,
            "Flag": 2,
            "Mode": "2class"
        }
        req.from_json_string(json.dumps(params))

        resp = client.SentimentAnalysis(req)
        emotion_dict = json.loads(resp.to_json_string())
        return emotion_dict

    except TencentCloudSDKException as err:
        print(err)


get_tencent_emotion_analysis('我很喜欢你!', 'AKIDlLfiU0FDuKUNyIL7bpmSrypPikUxGL9g', 'II1TeYAVZMs75mBJBl46qJVQ4RXLs9Au')