百度智能云API鉴权
做了一个利用Qt实现调用文字大模型的API 小软件 AI.xyz。
想通过api直接访问国产语言大模型的调用情况，翻了半天 豆包、通义、文心 的官方文档。最后只找到百度提供通过api读取访问的功能。
一开始只看到 python 的sdk，试了试还可以，用 Qt 实现了下并集成进了AI.xyz。
resp = resources.Service.V2.describe_preset_services(service_ids=['svcp-7d6044e91474', 'svcp-7940ab471306']
)
print(json.dumps(resp.body, indent=4))resp = resources.Service.V2.service_metric("2024-07-04T15:51:00Z", "2024-08-04T15:51:00Z",service_id=[],app_id= ["94470723"] )
print(json.dumps(resp.body, indent=4))
print(json.dumps(resp.headers, indent=4))
软件内简单做了个页面显示。
希望豆包、通义赶紧增加对应接口，要不然只能统计本地调用的tokens。
最后写完发现官方也提供了SDK，没去编译，照着官方的又改了下自己写的。
百度智能云API鉴权
鉴权的主要目的是用于校验调用者的身份信息。调用千帆平台功能OpenAPI需使用基于安全认证AK/SK进行签名计算鉴权。
百度智能云鉴权简介
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百度智能云提供的在线生成签名工具。
1 使用 QT 计算鉴权Authorization
#ifndef ModelApiMetrics_H
#define ModelApiMetrics_H#include <QJsonObject>
#include <QCryptographicHash>
#include <QMessageAuthenticationCode>
#include <QString>
#include <QByteArray>#include "hv/HttpClient.h"// 大模型服务度量指标// 百度鉴权 https://cloud.baidu.com/doc/WENXINWORKSHOP/s/Sly8bm96d
// 百度签名计算工具 https://cloud.baidu.com/signature/index.htmlclass ModelApiMetrics {
public:// 生成百度服务度量指标static QMap<QString, QList<int> >GenerateBaiDuServiceMetric(const QString& ak, const QString& sk, const QString& appId);private:// 生成百度服务的认证签名static QString GenerateBaiDuAuth(HttpRequestPtr& req, QString ak, QString sk, int expireSeconds = 300);// 使用 HMAC-SHA256 算法生成十六进制签名。static QString HmacSha256Hex(const QString& key, const QString& message);// 对字符串进行 URL 编码。static QString UrlEncode(const QString& src, bool encodeSlash = false);// 去掉字符串首尾指定的字符。static QString Trim(const QString& s, const QString& chars = QStringLiteral(" \t\n\r\f\v"));
};#endif // ifndef ModelApiMetrics_H
QString ModelApiMetrics::GenerateBaiDuAuth(HttpRequestPtr& req, QString ak, QString sk, int expireSeconds)
{QString authStr;QString signTime = QDateTime::currentDateTimeUtc().toString(Qt::ISODate);authStr = QString("bce-auth-v1/%1/%2/%3").arg(ak).arg(signTime).arg(expireSeconds);QString canonicalReq;// methodreq->method = HTTP_POST;switch (req->method) {case HTTP_GET:canonicalReq += QString("GET\n");break;case HTTP_POST:canonicalReq += QString("POST\n");break;case HTTP_PUT:canonicalReq += QString("PUT\n");break;default:break;}// urlcanonicalReq += QString("%1\n").arg(UrlEncode(QString::fromStdString(req->url)));// query stringhv::QueryParams params = req->query_params;if (0 != params.size()) {QStringList paramList;for (auto& pair : params) {QString encodedKey = UrlEncode(Trim(QString::fromStdString(pair.first)));QString encodedValue = UrlEncode(Trim(QString::fromStdString(pair.second)));paramList.append(QString("%1=%2").arg(encodedKey, encodedValue));}std::sort(paramList.begin(), paramList.end());canonicalReq += QString("%1\n").arg(paramList.join("&"));} else {canonicalReq += '\n';}// headercanonicalReq += QString("host:%1").arg(UrlEncode(QString::fromStdString(req->headers["Host"])));QString signKey = HmacSha256Hex(sk, authStr);QString signature = HmacSha256Hex(signKey, canonicalReq);authStr += QString("/host/%1").arg(signature);return authStr;
}QString ModelApiMetrics::HmacSha256Hex(const QString& key, const QString& message)
{QByteArray keyBytes = key.toUtf8();QByteArray messageBytes = message.toUtf8();QByteArray hmac = QMessageAuthenticationCode::hash(messageBytes, keyBytes, QCryptographicHash::Sha256);return QString(hmac.toHex());
}QString ModelApiMetrics::UrlEncode(const QString& src, bool encodeSlash)
{QByteArray encodedBytes;for (QChar c : src) {if ((c.isLetterOrNumber() || (c == '_') || (c == '-') || (c == '~') || (c == '.')) ||((c == '/') && !encodeSlash)) {encodedBytes.append(c.toLatin1());} else {encodedBytes.append('%');QByteArray hex = QByteArray::number(c.unicode(), 16).toUpper();if (hex.size() == 1) {encodedBytes.append('0');}encodedBytes.append(hex);}}return QString::fromUtf8(encodedBytes);
}QString ModelApiMetrics::Trim(const QString& s, const QString& chars)
{int start = 0;int end = s.size() - 1;while (start <= end && chars.contains(s[start])) {++start;}while (end >= start && chars.contains(s[end])) {--end;}return s.mid(start, end - start + 1);
}2 通过 Libhv 查询 文心一言 服务调用情况
查询服务调用情况
QMap<QString, QList<int> >ModelApiMetrics::GenerateBaiDuServiceMetric(const QString& ak, const QString& sk, const QString& appId)
{QMap<QString, QList<int> > resultMap;HttpRequestPtr req(new HttpRequest);req->url = "/v2/service";req->method = HTTP_POST;req->headers["Host"] = "qianfan.baidubce.com";req->headers["Content-Type"] = "application/json";req->query_params["Action"] = "DescribeServiceMetric";req->headers["Authorization"] = GenerateBaiDuAuth(req, ak, sk).toLocal8Bit();req->url = "https://qianfan.baidubce.com/v2/service";QDateTime currentDateTimeUtc = QDateTime::currentDateTimeUtc();QDateTime dateTime20DaysAgo = currentDateTimeUtc.addDays(-20);QJsonObject jsonObject;jsonObject["startTime"] = dateTime20DaysAgo.toString(Qt::ISODate);jsonObject["endTime"] = currentDateTimeUtc.toString(Qt::ISODate);jsonObject["appId"] = QJsonArray{ appId };QJsonDocument jsonDocument(jsonObject);QByteArray jsonData = jsonDocument.toJson(QJsonDocument::Compact);req->body = jsonData;hv::HttpClient client;HttpResponse resp;int ret = client.send(req.get(), &resp);if (ret != 0) {return resultMap;}QJsonParseError jsonError;QJsonDocument jsonDoc = QJsonDocument::fromJson(resp.body.c_str(), &jsonError);if (jsonDoc.isNull() || (jsonError.error != QJsonParseError::NoError)) {return resultMap;}QJsonObject resultObject = jsonDoc.object();QJsonObject result = resultObject["result"].toObject();QJsonArray serviceList = result["serviceList"].toArray();for (const QJsonValue& serviceVal : serviceList) {QJsonObject serviceObj = serviceVal.toObject();QString serviceName = serviceObj["serviceName"].toString();QJsonArray appList = serviceObj["appList"].toArray();for (const QJsonValue& appVal : appList) {QJsonObject appObj = appVal.toObject();QJsonObject metric = appObj["metric"].toObject();QList<int> metricsList;metricsList.append(metric["inputTokensTotal"].toInt());metricsList.append(metric["outputTokensTotal"].toInt());metricsList.append(metric["tokensTotal"].toInt());metricsList.append(metric["succeedCallTotal"].toInt());metricsList.append(metric["failureCallTotal"].toInt());metricsList.append(metric["callTotal"].toInt());resultMap[serviceName] = metricsList;}}return resultMap;
}
3 使用返回结果
void SettingsPanelWid::ServiceMetric()
{ConfigManager::GetInstance().WriteValue("ernie_ak", ui->ernie_ak->text());ConfigManager::GetInstance().WriteValue("ernie_sk", ui->ernie_sk->text());ConfigManager::GetInstance().WriteValue("ernie_appId", ui->ernie_appId->text());QMap<QString, QList<int> > resMap = ModelApiMetrics::GenerateBaiDuServiceMetric(ui->ernie_ak->text(), ui->ernie_sk->text(), ui->ernie_appId->text());QString labName = QString("lab_transfer_%1_%2");foreach(auto& name, resMap.keys()){int model = static_cast<int>(ModelInfoManager::GetModel(name));for (int i = 0; i < resMap[name].size(); i++) {QString labObjName = labName.arg(model).arg(i + 1);QLabel* lab = ui->tab_4->findChild<QLabel *>(labObjName);if (lab) {lab->setText(QString::number(resMap[name][i]));}}}
}