179 lines
4.5 KiB
Go
179 lines
4.5 KiB
Go
// Copyright 2022 E99p1ant. All rights reserved.
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// Use of this source code is governed by a MIT-style
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// license that can be found in the LICENSE file.
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package censor
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import (
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"bytes"
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"context"
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"encoding/json"
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"io"
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"net/http"
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"time"
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"github.com/pkg/errors"
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"github.com/qiniu/go-sdk/v7/auth"
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"github.com/samber/lo"
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)
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type QiniuTextCensor struct {
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accessKey, accessSecret string
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}
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func NewQiniuTextCensor(accessKey, accessSecret string) *QiniuTextCensor {
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return &QiniuTextCensor{
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accessKey: accessKey,
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accessSecret: accessSecret,
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}
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}
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type QiniuTextCensorResponse struct {
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Code int `json:"code"`
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Message string `json:"message"`
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Result struct {
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Suggestion string `json:"suggestion"`
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Scenes struct {
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Antispam struct {
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Suggestion string `json:"suggestion"`
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Details []struct {
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Label string `json:"label"`
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Score float64 `json:"score"`
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Contexts []struct {
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Context string `json:"context"`
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Positions []struct {
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StartPos int `json:"startPos"`
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EndPos int `json:"endPos"`
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} `json:"positions"`
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} `json:"contexts"`
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} `json:"details"`
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} `json:"antispam"`
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} `json:"scenes"`
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} `json:"result"`
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}
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func (r *QiniuTextCensorResponse) IsPass() bool {
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for _, detail := range r.Result.Scenes.Antispam.Details {
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label := detail.Label
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// These are absolutely not allowed to display to users.
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blockedLabels := []string{"politics", "terrorism", "porn"}
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if lo.Contains(blockedLabels, label) {
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return false
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}
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}
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// ⚠️ Right now, we allow `review` and `pass` to pass the censor.
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return r.Result.Scenes.Antispam.Suggestion != "block"
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}
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// Censor censors text with Qiniu API.
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// https://developer.qiniu.com/censor/7260/api-text-censor
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func (c *QiniuTextCensor) Censor(ctx context.Context, text string) (*TextCensorResponse, error) {
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var bodyBuffer bytes.Buffer
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if err := json.NewEncoder(&bodyBuffer).Encode(map[string]interface{}{
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"data": map[string]interface{}{
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"text": text,
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},
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"params": map[string]interface{}{
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"scenes": []string{"antispam"},
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},
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}); err != nil {
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return nil, errors.Wrap(err, "encode request body")
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}
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request, err := http.NewRequest(http.MethodPost, "https://ai.qiniuapi.com/v3/text/censor", &bodyBuffer)
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if err != nil {
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return nil, errors.Wrap(err, "new request")
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}
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request = request.WithContext(ctx)
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credentials := auth.New(c.accessKey, c.accessSecret)
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token, err := credentials.SignRequestV2(request)
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if err != nil {
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return nil, errors.Wrap(err, "sign request")
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}
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request.Header.Set("Authorization", "Qiniu "+token)
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// 带超时:避免七牛审核服务无响应时请求永久挂起,拖垮提问/回答流程
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client := http.Client{Timeout: 10 * time.Second}
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resp, err := client.Do(request)
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if err != nil {
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return nil, errors.Wrap(err, "do request")
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}
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defer func() { _ = resp.Body.Close() }()
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bodyBytes, err := io.ReadAll(resp.Body)
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if err != nil {
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return nil, errors.Wrap(err, "read body")
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}
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if resp.StatusCode/100 != 2 {
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return nil, errors.Errorf("unexpected error code: %d, response body: %s", resp.StatusCode, string(bodyBytes))
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}
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return QiniuTextCensorParser(bodyBytes)
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}
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func (*QiniuTextCensor) String() string {
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return "qiniu"
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}
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func QiniuTextCensorParser(raw []byte) (*TextCensorResponse, error) {
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var responseJSON QiniuTextCensorResponse
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if err := json.Unmarshal(raw, &responseJSON); err != nil {
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return nil, errors.Wrap(err, "decode response body")
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}
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var hint string
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var detailKey string
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var confidence float64
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for _, detail := range responseJSON.Result.Scenes.Antispam.Details {
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if detail.Label == "normal" {
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continue
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}
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// Get the first context as the hint, forbidden type, confidence.
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for _, context := range detail.Contexts {
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hint = context.Context
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}
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detailKey = detail.Label
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confidence = detail.Score
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break
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}
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return &TextCensorResponse{
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SourceName: "qiniu",
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Pass: responseJSON.IsPass(),
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ForbiddenType: formatQiniuForbiddenType(detailKey),
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Hint: hint,
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Confidence: confidence,
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RawResponse: raw,
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}, nil
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}
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func formatQiniuForbiddenType(typ string) ForbiddenType {
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switch typ {
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case "spam":
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return ForbiddenTypeSpam
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case "ad":
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return ForbiddenTypeAd
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case "politics":
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return ForbiddenTypePolitics
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case "terrorism":
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return ForbiddenTypeTerrorism
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case "abuse":
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return ForbiddenTypeAbuse
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case "porn":
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return ForbiddenTypePorn
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case "flood":
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return ForbiddenTypeFlood
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case "contraband":
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return ForbiddenTypeContraband
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case "meaningless":
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return ForbiddenTypeMeaningless
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default:
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return ""
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}
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}
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