请求头参数	是否必须	描述
Accept	是	固定值 `application/json`。
Authorization	是	用于验证请求合法性的认证信息，值为 AccessKey:signature格式。
Content-Type	是	固定值 `application/json`。
Content-MD5	是	HTTP 协议消息体的 128-bit MD5 散列值转换成 Base64 编码的结果。
Date	是	请求时间，GMT 格式，如: Wed, 20 Apr. 2022 17:01:00 GMT。
x-langboat-signature-nonce	是	唯一随机数，用于防止网络重放攻击。在不同请求中要使用不同的随机数值。
x-langboat-signature-method	是	签名方法，目前只支持 `HMAC-SHA256`。

签名计算方法

计算 body 的 MD5 值，然后转换为十六进制编码，编码后的值设置到 Content-MD5 Header

计算示例：

body = {\"text\": \"受材料相关价格变动及市场供需影响，公司原材料的采购价格也出现一定波动，同时以碳酸锂位代表的原材料价格大幅上涨，对成本形成较大压力\"}
MD5(body) = byte(d41d8cd98f00b204e9800998ecf8427e)
Base64(MD5(body)) = 1B2M2Y8AsgTpgAmY7PhCfg==

Content-MD5 Header: Content-MD5: 1B2M2Y8AsgTpgAmY7PhCfg==

使用请求中的 Header 参数构造待签名的 HeaderToSign：

StringToSign =
    HTTP-Verb + "\n" +      //HTTP-Verb只支持POST
    Accept + “\n” +         //Accept为application/json
    Content-MD5 + "\n" +    //第1步中计算出来的MD5值
    Content-Type + "\n" +   //Content-Type值为application/json
    Date + "\n" +           //Date值为GMT时间
    x-langboat-signature-method + "\n" +  // 只支持 HMAC-SHA256
    x-langboat-signature-nonce + "\n";

StringToSign 示例：

POST
application/json
mZFLkyvTelC5g8XnyQrpOw==
application/json
Wed, 20 Jul 2022 13:04:02 GMT
HMAC-SHA256
10191

使用请求中的 Queries 构造待签名的 queryToSign。将query字符串(?后的所有参数)根据字典排序升序排列并以&分隔，示例如下：

action=reportAnalysis

将上两步构造的规范化字符串按照下面的规则构造成待签名的字符串

stringToSign = headerStringToSign + queryToSign;

计算签名 signature。按照 RFC2104的定义，计算待签名字符串 stringToSign 的 HMAC 值，按照 Base64 编码规则把 HMAC 值编码成字符串，并在前面加上 AccessKey ，即得到签名值（Authorization），示例如下

Signature = Base64(HMAC-SHA256( AccessSecret, UTF-8-Encoding-Of(stringToSign)))
Authorization = AccessKey + ":" + Signature

Signature 示例：po/vsPI0RcvY/eu4bohhxxADHyPj4/rcglLTQEBtHQM=

Authorization 示例： Authorization: 7Bo9ByyiTWRC1Y8KJJQ9cWtNpZLmrgyb:po/vsPI0RcvY/eu4bohhxxADHyPj4/rcglLTQEBtHQM=

Query 参数#

QUERY参数	是否必须	描述
action	是	固定值：`reportAnalysis`

Body 参数#

BODY参数	是否必须	描述
text	是	待抽取句。字数长度限制[1, 512]

请求示例：

POST https://open.langboat.com/?action=reportAnalysis

Content-Type: application/json
Content-MD5: 6XC6zMGHuc/2BI4Bx0lKRQ==
Date: Sun, 17 Jul 2022 08:07:51 GMT
Accept: application/json
x-langboat-signature-method: HMAC-SHA256
x-langboat-signature-nonce: 3588
Authorization: aAM9NHSkWY40wkd7EUg6HFuFzJpJPG6E:9bu0dGv/1xGnUzin2HOe2TUa0Frf+5WE4FnNHJxeT6Q=

{"text": "受材料相关价格变动及市场供需影响，公司原材料的采购价格也出现一定波动，同时以碳酸锂位代表的原材料价格大幅上涨，对成本形成较大压力"}

响应#

响应体#

响应体是一个 JSON 。 data字段：

sentiment为情感极性，含三种情感类型：消极、一般、积极;
category为观点类别，即输入句子中出现的观点的类别;
sentence为句子内容;
target为主体词列表，可以为空;
confidence为置信度，即预测的情感极性的可信程度，保留4位小数;

结构示例：

{
    "code": 0,
    "message": "success",
    "requestId": "a6be9e00-ce1f-435e-94a3-06fb45804ab6",
    "data": [
        {
            "sentiment": "消极",
            "category": "财务指标",
            "sentence": "受材料相关价格变动及市场供需影响，公司原材料的采购价格也出现一定波动，同时以碳酸锂位代表的原材料价格大幅上涨，对成本形成较大压力",
            "confidence": 0.9996,
            "target": []
        },
        {
            "sentiment": "一般",
            "category": "行业供需",
            "sentence": "受材料相关价格变动及市场供需影响，公司原材料的采购价格也出现一定波动，同时以碳酸锂位代表的原材料价格大幅上涨，对成本形成较大压力",
            "confidence": 0.9982,
            "target": [
                "市场"
            ]
        },
        {
            "sentiment": "积极",
            "category": "价格",
            "sentence": "受材料相关价格变动及市场供需影响，公司原材料的采购价格也出现一定波动，同时以碳酸锂位代表的原材料价格大幅上涨，对成本形成较大压力",
            "confidence": 0.9921,
            "target": [
                "材料相关",
                "原材料",
                "碳酸锂"
            ]
        }
    ]
}

响应状态码、业务编码#

下面是可能的HTTP响应状态码、业务(错误)编码：

HTTP 状态码	业务编码	描述
200	0	返回成功
400	10400	请求异常
401	10401	鉴权失败，核对AccessKey和AccessSecret 是否正确
403	10403	权限不足，查看是否开通服务;或QPS,字符数,次数超过限制
422	10422	参数错误，核对请求参数
429	10429	超过请求限制(QPS,字符数,次数超过限制)
500	10500	服务异常

错误响应示例

鉴权失败

{
    "code": 10401,
    "message": "鉴权失败，核对AccessKey和AccessSecret 是否正确",
    "requestId": "33f0057e-f421-fb94-766f-608d837969ca"
}

参数错误：不支持的 action

{
    "code": 10422, 
    "message": "参数错误，核对请求参数, 不支持的action : generateTemplate", 
    "requestId": "6cc3f2a9-5fd1-4872-9c59-d6f10ceb1e62"
}

权限不足

{
    "code": 10403,
    "message": "权限不足，查看是否开通服务",
    "requestId": "6aa60868-d3f1-a7e5-8fbb-e2f96d65e7b5"
}

示例代码#

Java (JDK-11)

import cn.hutool.core.util.URLUtil;
import com.fasterxml.jackson.core.JsonProcessingException;
import com.fasterxml.jackson.databind.ObjectMapper;

import javax.crypto.Mac;
import javax.crypto.spec.SecretKeySpec;
import java.io.*;
import java.net.HttpURLConnection;
import java.net.URL;
import java.net.URLConnection;
import java.security.MessageDigest;
import java.text.SimpleDateFormat;
import java.util.*;

public class LangboatOpenClient {

    private final String accessKey;

    private final String accessSecret;

    private final String url;

    public LangboatOpenClient(String accessKey, String accessSecret) {
        this.accessKey = accessKey;
        this.accessSecret = accessSecret;
        this.url =  "https://open.langboat.com";
    }

    public LangboatOpenClient(String accessKey, String accessSecret, String url) {
        this.accessKey = accessKey;
        this.accessSecret = accessSecret;
        this.url = url;
    }

    /*
     * 计算 MD5 + Base64
     */
    private String MD5Base64(String s) {
        if (s == null)
            return null;
        String encodeStr = "";
        byte[] utfBytes = s.getBytes();
        MessageDigest mdTemp;
        try {
            mdTemp = MessageDigest.getInstance("MD5");
            mdTemp.update(utfBytes);
            byte[] md5Bytes = mdTemp.digest();
            encodeStr = Base64.getEncoder().encodeToString(md5Bytes);
        } catch (Exception e) {
            throw new Error("Failed to generate MD5 : " + e.getMessage());
        }
        return encodeStr;
    }

    /*
     * 计算 HMAC-SHA256 + Base64 编码
     */
    private String HMACSha256Base64(String data, String key) {
        String result;
        try {
            SecretKeySpec signingKey = new SecretKeySpec(key.getBytes(), "HmacSHA256");
            Mac mac = Mac.getInstance("HmacSHA256");
            mac.init(signingKey);
            byte[] rawHmac = mac.doFinal(data.getBytes());
            result = Base64.getEncoder().encodeToString(rawHmac);
        } catch (Exception e) {
            throw new Error("Failed to generate HMAC : " + e.getMessage());
        }
        return result;
    }

    /*
     * 获取时间
     */
    private String toGMTString(Date date) {
        SimpleDateFormat df = new SimpleDateFormat("E, dd MMM yyyy HH:mm:ss z", Locale.CHINA);
        df.setTimeZone(new java.util.SimpleTimeZone(0, "GMT"));
        return df.format(date);
    }

    public Object inference(Map<String, String> queries, Map<String, Object> data) {
        PrintWriter out = null;
        BufferedReader in = null;
        StringBuilder result = new StringBuilder();
        try {
            StringBuilder queriesStr = new StringBuilder();
            queries.forEach((k, v) -> queriesStr.append("&").append(k).append("=").append(URLUtil.encode(v)));
            queriesStr.setCharAt(0, '?');
            URL openUrl = new URL(this.url +queriesStr);

            String body = new ObjectMapper().writeValueAsString(data);
            String method = "POST";
            String accept = "application/json";
            String contentType = "application/json";
            String date = toGMTString(new Date());
            // 1.对body做MD5+BASE64加密
            String bodyMd5 = MD5Base64(body);
            String nonce = "" + (int) (Math.random() * 65535);
            String headerToSign = method + "\n" + accept + "\n" + bodyMd5 + "\n"
                    + contentType + "\n" + date + "\n"
                    + "HMAC-SHA256\n"
                    + nonce + "\n";
            // 2.计算 queryToSign
            List<String> queriesList = new ArrayList<>();
            queries.forEach((k, v) -> queriesList.add(k + "=" + v));
            Collections.sort(queriesList);
            String queryToSign = String.join("&", queriesList);
            // 3.计算 stringToSign
            String stringToSign = headerToSign + queryToSign;
            // 4.计算 HMAC-SHA256 + Base64
            String signature = HMACSha256Base64(stringToSign, this.accessSecret);
            // 5.得到 authorization header 值
            String authorization = this.accessKey + ":" + signature;

            URLConnection conn = openUrl.openConnection();
            conn.setRequestProperty("Accept", accept);
            conn.setRequestProperty("Content-Type", contentType);
            conn.setRequestProperty("Content-MD5", bodyMd5);
            conn.setRequestProperty("Date", date);
            conn.setRequestProperty("Authorization", authorization);
            conn.setRequestProperty("x-langboat-signature-nonce", nonce);
            conn.setRequestProperty("x-langboat-signature-method", "HMAC-SHA256");
            // POST
            conn.setDoOutput(true);
            conn.setDoInput(true);

            out = new PrintWriter(conn.getOutputStream());
            // 发送请求参数
            out.print(body);
            // flush输出流的缓冲
            out.flush();
            // 定义BufferedReader输入流来读取URL的响应
            InputStream is;
            HttpURLConnection httpConn = (HttpURLConnection) conn;
            if (httpConn.getResponseCode() == 200) {
                is = httpConn.getInputStream();
            } else {
                is = httpConn.getErrorStream();
            }
            in = new BufferedReader(new InputStreamReader(is));
            String line;
            while ((line = in.readLine()) != null) {
                result.append(line);
            }

        } catch (IOException e) {
            e.printStackTrace();
        } finally {
            try {
                if (out != null) {
                    out.close();
                }
                if (in != null) {
                    in.close();
                }
            } catch (IOException ex) {
                ex.printStackTrace();
            }
        }
        return result.toString();
    }

    public static void main(String[] args) throws JsonProcessingException {
        LangboatOpenClient client = new LangboatOpenClient("<Your Access Key>", "<Your Access Secret>");
        // 研报观点分析
        Map<String, String> queries = Map.of(
                "action", "reportAnalysis"
                );
        Map<String, Object> data = Map.of(
                "text", "受材料相关价格变动及市场供需影响，公司原材料的采购价格也出现一定波动，同时以碳酸锂位代表的原材料价格大幅上涨，对成本形成较大压力"
                );
        Object o = client.inference(queries, data);
        System.out.println(o);
    }
}

Python (>=3.6)

# -*- coding: utf-8 -*-
import base64
import datetime
import hashlib
import hmac
import json
import random
import requests


class LangboatOpenClient:
    """澜舟开放平台客户端"""

    def __init__(self,
                 access_key: str, 
                 access_secret: str, 
                 url: str = "https://open.langboat.com"):
        self.access_key = access_key
        self.access_secret = access_secret
        self.url = url

    def _build_header(self, query: dict, data: dict) -> dict:
        accept = "application/json"
        # 1. body MD5 加密
        content_md5 = base64.b64encode(
            hashlib.md5(
                json.dumps(data).encode("utf-8")
            ).digest()
        ).decode()
        content_type = "application/json"
        gmt_format = '%a, %d %b %Y %H:%M:%S GMT'
        date = datetime.datetime.utcnow().strftime(gmt_format)
        signature_method = "HMAC-SHA256"
        signature_nonce = str(random.randint(0, 65535))
        header_string = f"POST\n{accept}\n{content_md5}\n{content_type}\n" \
                        f"{date}\n{signature_method}\n{signature_nonce}\n"

        # 2. 计算 queryToSign
        queries_str = []
        for k, v in sorted(query.items(), key=lambda item: item[0]):
            if isinstance(v, list):
                for i in v:
                    queries_str.append(f"{k}={i}")
            else:
                queries_str.append(f"{k}={v}")
        queries_string = '&'.join(queries_str)
        # 3.计算 stringToSign
        sign_string = header_string + queries_string
        # 4.计算 HMAC-SHA256 + Base64
        secret_bytes = self.access_secret.encode("utf-8")
        # 5.计算签名
        signature = base64.b64encode(
            hmac.new(secret_bytes, sign_string.encode("utf-8"), hashlib.sha256).digest()
        ).decode()
        res = {
            "Content-Type": content_type,
            "Content-MD5": content_md5,
            "Date": date,
            "Accept": accept,
            "X-Langboat-Signature-Method": signature_method,
            "X-Langboat-Signature-Nonce": signature_nonce,
            "Authorization": f"{self.access_key}:{signature}"
        }
        return res

    def inference(self, queries: dict, data: dict) -> (int, dict):
        """
        调用
        :param queries: query 参数
        :param data: request body 数据
        :return: response status, response body to json
        """
        headers = self._build_header(queries, data)
        response = requests.post(url=self.url, headers=headers, params=queries, json=data)
        return response.status_code, response.json()


if __name__ == '__main__':
    _access_key = '<Your access_key>'
    _access_secret = '<Your access_secret>'

    client = LangboatOpenClient(
        access_key=_access_key,
        access_secret=_access_secret
    )

    # 研报观点分析
    _queries = {
        "action": "reportAnalysis",
    }
    _data = {
        "text": "受材料相关价格变动及市场供需影响，公司原材料的采购价格也出现一定波动，同时以碳酸锂位代表的原材料价格大幅上涨，对成本形成较大压力",
    }
    
    status_code, result = client.inference(_queries, _data)
    print("response status:", status_code)
    print("response json:", json.dumps(result, ensure_ascii=False, indent=2))

Go (>=1.14)

package main

import (
	"crypto/hmac"
	"crypto/md5"
	"crypto/sha256"
	"encoding/base64"
	"encoding/json"
	"fmt"
	"io/ioutil"
	"log"
	"math/rand"
	"net/http"
	"net/url"
	"sort"
	"strings"
	"time"
)

func main() {
	client := OpenClient{
		baseURL:      "https://open.langboat.com",
		accessKey:    "Your_Access_Key",
		accessSecret: "Your_Access_Secret",
	}
	// 研报观点分析
	queries := map[string]string{
		"action":         "reportAnalysis",
	}
	data := map[string]interface{}{
        "text": "受材料相关价格变动及市场供需影响，公司原材料的采购价格也出现一定波动，同时以碳酸锂位代表的原材料价格大幅上涨，对成本形成较大压力",
	}
	resp := client.Inference(queries, data)
	response, ok := resp.(*http.Response)
	if !ok {
		log.Fatal("fail to convert response")
	}
	body, err := ioutil.ReadAll(response.Body)
	if err != nil {
		log.Fatal("fail to read response body")
	}
	log.Println(string(body))
}

type OpenClient struct {
	baseURL      string
	accessKey    string
	accessSecret string
}

// Inference 调用服务。queries: query 参数;data: request body 数据
func (c *OpenClient) Inference(queries map[string]string, data map[string]interface{}) interface{} {
	var queriesStr = ""
	var first = true
	for k, v := range queries {
		if first {
			queriesStr += "?" + k + "=" + url.QueryEscape(v)
			first = false
		} else {
			queriesStr += "&" + k + "=" + url.QueryEscape(v)
		}
	}

	dataJson, err := json.Marshal(data)
	if err != nil {
		log.Fatal(err.Error())
	}

	targetURL := c.baseURL + queriesStr
	client := &http.Client{
		Timeout: 15 * time.Second,
	}

	// 构造header
	var (
		payload = strings.NewReader(string(dataJson))
		date    = time.Now().UTC().Format(http.TimeFormat)
		nonce   = fmt.Sprint(10000 + rand.Intn(89999))
	)
	//  签名
	signParam := SignParam{
		Body:    string(dataJson),
		Query:   queriesStr[1:],
		DateGMT: date,
		Nonce:   nonce,
	}
	contentMD5, signature := GenSignature(signParam, c.accessSecret)
	// 设置header
	headers := map[string]string{
		"Authorization":               c.accessKey + ":" + signature,
		"Content-Type":                "application/json",
		"Accept":                      "application/json",
		"Date":                        date,
		"Content-MD5":                 contentMD5,
		"x-langboat-signature-method": "HMAC-SHA256",
		"x-langboat-signature-nonce":  nonce,
	}

	req, _ := http.NewRequest("POST", targetURL, payload)
	for k, v := range headers {
		req.Header.Add(k, v)
	}
	resp, err := client.Do(req)
	if err != nil {
		log.Println(err.Error())
	}

	return resp
}

// SignParam 生成签名需要的参数
type SignParam struct {
	Body    string // body数据
	Query   string // 原始query
	DateGMT string // GTM时间
	Nonce   string // 随机数
}

func getMD5(str string) []byte {
	h := md5.New()
	h.Write([]byte(str))
	return h.Sum(nil)
}

func hmacSha256(data string, secret string) []byte {
	h := hmac.New(sha256.New, []byte(secret))
	h.Write([]byte(data))
	return h.Sum(nil)
}

func resortQuery(src string) string {
	queries, _ := url.ParseQuery(src)
	keys := make([]string, 0)
	for k := range queries {
		keys = append(keys, k)
	}
	sort.Strings(keys)
	newQuery := url.Values{}
	for _, k := range keys {
		for _, value := range queries[k] {
			newQuery.Add(k, value)
		}
	}
	return newQuery.Encode()
}

// GenSignature 生成签名
func GenSignature(src SignParam, accessSecret string) (string, string) {
	// 计算body的md5值
	md5str := getMD5(src.Body)
	// base64后得到contentMD5
	contentMD5 := base64.StdEncoding.EncodeToString(md5str)
	// query解析，并按照字典序重新排列
	query := resortQuery(src.Query)
	query, _ = url.QueryUnescape(query)
	// 需要做签名的字符串结构
	stringToSign := `POST
application/json
%s
application/json
%s
HMAC-SHA256
%s
%s`
	stringToSign = fmt.Sprintf(stringToSign, contentMD5, src.DateGMT, src.Nonce, query)
	hmac256 := hmacSha256(stringToSign, accessSecret)
	signature := base64.StdEncoding.EncodeToString(hmac256)
	return contentMD5, signature
}