AI security streaming (#2696)

2026-03-10 03:30:48 +08:00 · 2025-08-04 20:47:18 +08:00
parent abc31169a2
commit 943fda0a9c
7 changed files with 157 additions and 24 deletions
--- a/plugins/wasm-go/extensions/ai-security-guard/README.md
+++ b/plugins/wasm-go/extensions/ai-security-guard/README.md
@@ -32,6 +32,7 @@ description: 阿里云内容安全检测
 | `protocol` | string | optional | openai | 协议格式，非openai协议填`original` |
 | `riskLevelBar` | string | optional | high | 拦截风险等级，取值为 max, high, medium, low |
 | `timeout` | int | optional | 2000 | 调用内容安全服务时的超时时间 |
+| `bufferLimit` | int | optional | 1000 | 调用内容安全服务时每段文本的长度限制 |

 补充说明一下 `denyMessage`，对非法请求的处理逻辑为：
 - 如果配置了 `denyMessage`，返回内容为 `denyMessage` 配置内容，格式为openai格式的流式/非流式响应
--- a/plugins/wasm-go/extensions/ai-security-guard/README_EN.md
+++ b/plugins/wasm-go/extensions/ai-security-guard/README_EN.md
@@ -31,6 +31,9 @@ Plugin Priority: `300`
 | `denyCode` | int | optional | 200 | Response status code when the specified content is illegal |
 | `denyMessage` | string | optional | Drainage/non-streaming response in openai format, the answer content is the suggested answer from Alibaba Cloud content security | Response content when the specified content is illegal |
 | `protocol` | string | optional | openai | protocol format, `openai` or `original` |
+| `riskLevelBar` | string | optional | high | risk level threshold, `max`, `high`, `medium` or `low` |
+| `timeout` | int | optional | 2000 | timeout for lvwang service |
+| `bufferLimit` | int | optional | 1000 | Limit the length of each text when calling the lvwang service |


 ## Examples of configuration
--- a/plugins/wasm-go/extensions/ai-security-guard/go.mod
+++ b/plugins/wasm-go/extensions/ai-security-guard/go.mod
@@ -6,7 +6,7 @@ toolchain go1.24.4

 require (
 	github.com/higress-group/proxy-wasm-go-sdk v0.0.0-20250611100342-5654e89a7a80
-	github.com/higress-group/wasm-go v1.0.1
+	github.com/higress-group/wasm-go v1.0.2-0.20250729071413-2478fd585950
 	github.com/tidwall/gjson v1.18.0
 )

@@ -15,4 +15,5 @@ require (
 	github.com/tidwall/match v1.1.1 // indirect
 	github.com/tidwall/pretty v1.2.1 // indirect
 	github.com/tidwall/resp v0.1.1 // indirect
+	github.com/tidwall/sjson v1.2.5 // indirect
 )
--- a/plugins/wasm-go/extensions/ai-security-guard/go.sum
+++ b/plugins/wasm-go/extensions/ai-security-guard/go.sum
@@ -4,14 +4,13 @@ github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
 github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
 github.com/higress-group/proxy-wasm-go-sdk v0.0.0-20250611100342-5654e89a7a80 h1:xqmtTZI0JQ2O+Lg9/CE6c+Tw9KD6FnvWw8EpLVuuvfg=
 github.com/higress-group/proxy-wasm-go-sdk v0.0.0-20250611100342-5654e89a7a80/go.mod h1:tRI2LfMudSkKHhyv1uex3BWzcice2s/l8Ah8axporfA=
-github.com/higress-group/wasm-go v1.0.0 h1:4Ik5n3FsJ5+r13KLQl2ky+8NuAE8dfWQwoKxXYD2KAw=
-github.com/higress-group/wasm-go v1.0.0/go.mod h1:ODBV27sjmhIW8Cqv3R74EUcTnbdkE69bmXBQFuRkY1M=
-github.com/higress-group/wasm-go v1.0.1 h1:T1m++qTEANp8+jwE0sxltwtaTKmrHCkLOp1m9N+YeqY=
-github.com/higress-group/wasm-go v1.0.1/go.mod h1:9k7L730huS/q4V5iH9WLDgf5ZUHEtfhM/uXcegKDG/M=
+github.com/higress-group/wasm-go v1.0.2-0.20250729071413-2478fd585950 h1:X4a+wzGEuLkCcAX2XiDf/vcVOIdZWxtEo0YkT+F/mcM=
+github.com/higress-group/wasm-go v1.0.2-0.20250729071413-2478fd585950/go.mod h1:9k7L730huS/q4V5iH9WLDgf5ZUHEtfhM/uXcegKDG/M=
 github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
 github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
 github.com/stretchr/testify v1.9.0 h1:HtqpIVDClZ4nwg75+f6Lvsy/wHu+3BoSGCbBAcpTsTg=
 github.com/stretchr/testify v1.9.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
+github.com/tidwall/gjson v1.14.2/go.mod h1:/wbyibRr2FHMks5tjHJ5F8dMZh3AcwJEMf5vlfC0lxk=
 github.com/tidwall/gjson v1.18.0 h1:FIDeeyB800efLX89e5a8Y0BNH+LOngJyGrIWxG2FKQY=
 github.com/tidwall/gjson v1.18.0/go.mod h1:/wbyibRr2FHMks5tjHJ5F8dMZh3AcwJEMf5vlfC0lxk=
 github.com/tidwall/match v1.1.1 h1:+Ho715JplO36QYgwN9PGYNhgZvoUSc9X2c80KVTi+GA=
@@ -21,5 +20,7 @@ github.com/tidwall/pretty v1.2.1 h1:qjsOFOWWQl+N3RsoF5/ssm1pHmJJwhjlSbZ51I6wMl4=
 github.com/tidwall/pretty v1.2.1/go.mod h1:ITEVvHYasfjBbM0u2Pg8T2nJnzm8xPwvNhhsoaGGjNU=
 github.com/tidwall/resp v0.1.1 h1:Ly20wkhqKTmDUPlyM1S7pWo5kk0tDu8OoC/vFArXmwE=
 github.com/tidwall/resp v0.1.1/go.mod h1:3/FrruOBAxPTPtundW0VXgmsQ4ZBA0Aw714lVYgwFa0=
+github.com/tidwall/sjson v1.2.5 h1:kLy8mja+1c9jlljvWTlSazM7cKDRfJuR/bOJhcY5NcY=
+github.com/tidwall/sjson v1.2.5/go.mod h1:Fvgq9kS/6ociJEDnK0Fk1cpYF4FIW6ZF7LAe+6jwd28=
 gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
 gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
--- a/plugins/wasm-go/extensions/ai-security-guard/main.go
+++ b/plugins/wasm-go/extensions/ai-security-guard/main.go
@@ -29,11 +29,12 @@ func main() {}
 func init() {
 	wrapper.SetCtx(
 		"ai-security-guard",
-		wrapper.ParseConfigBy(parseConfig),
-		wrapper.ProcessRequestHeadersBy(onHttpRequestHeaders),
-		wrapper.ProcessRequestBodyBy(onHttpRequestBody),
-		wrapper.ProcessResponseHeadersBy(onHttpResponseHeaders),
-		wrapper.ProcessResponseBodyBy(onHttpResponseBody),
+		wrapper.ParseConfig(parseConfig),
+		wrapper.ProcessRequestHeaders(onHttpRequestHeaders),
+		wrapper.ProcessRequestBody(onHttpRequestBody),
+		wrapper.ProcessResponseHeaders(onHttpResponseHeaders),
+		wrapper.ProcessStreamingResponseBody(onHttpStreamingResponseBody),
+		wrapper.ProcessResponseBody(onHttpResponseBody),
 	)
 }

@@ -105,6 +106,7 @@ type AISecurityConfig struct {
 	protocolOriginal              bool
 	riskLevelBar                  string
 	timeout                       uint32
+	bufferLimit                   int
 	metrics                       map[string]proxywasm.MetricCounter
 }

@@ -175,7 +177,7 @@ func generateHexID(length int) (string, error) {
 	return hex.EncodeToString(bytes), nil
 }

-func parseConfig(json gjson.Result, config *AISecurityConfig, log log.Log) error {
+func parseConfig(json gjson.Result, config *AISecurityConfig) error {
 	serviceName := json.Get("serviceName").String()
 	servicePort := json.Get("servicePort").Int()
 	serviceHost := json.Get("serviceHost").String()
@@ -235,6 +237,11 @@ func parseConfig(json gjson.Result, config *AISecurityConfig, log log.Log) error
 	} else {
 		config.timeout = DefaultTimeout
 	}
+	if obj := json.Get("bufferLimit"); obj.Exists() {
+		config.bufferLimit = int(obj.Int())
+	} else {
+		config.bufferLimit = 1000
+	}
 	config.client = wrapper.NewClusterClient(wrapper.FQDNCluster{
 		FQDN: serviceName,
 		Port: servicePort,
@@ -253,7 +260,7 @@ func generateRandomID() string {
 	return "chatcmpl-" + string(b)
 }

-func onHttpRequestHeaders(ctx wrapper.HttpContext, config AISecurityConfig, log log.Log) types.Action {
+func onHttpRequestHeaders(ctx wrapper.HttpContext, config AISecurityConfig) types.Action {
 	ctx.DisableReroute()
 	if !config.checkRequest {
 		log.Debugf("request checking is disabled")
@@ -262,7 +269,7 @@ func onHttpRequestHeaders(ctx wrapper.HttpContext, config AISecurityConfig, log
 	return types.ActionContinue
 }

-func onHttpRequestBody(ctx wrapper.HttpContext, config AISecurityConfig, body []byte, log log.Log) types.Action {
+func onHttpRequestBody(ctx wrapper.HttpContext, config AISecurityConfig, body []byte) types.Action {
 	log.Debugf("checking request body...")
 	startTime := time.Now().UnixMilli()
 	content := gjson.GetBytes(body, config.requestContentJsonPath).String()
@@ -305,7 +312,7 @@ func onHttpRequestBody(ctx wrapper.HttpContext, config AISecurityConfig, body []
 		} else if response.Data.Advice != nil && response.Data.Advice[0].Answer != "" {
 			denyMessage = response.Data.Advice[0].Answer
 		}
-		marshalledDenyMessage := marshalStr(denyMessage, log)
+		marshalledDenyMessage := marshalStr(denyMessage)
 		if config.protocolOriginal {
 			proxywasm.SendHttpResponse(uint32(config.denyCode), [][2]string{{"content-type", "application/json"}}, []byte(marshalledDenyMessage), -1)
 		} else if gjson.GetBytes(body, "stream").Bool() {
@@ -350,7 +357,7 @@ func onHttpRequestBody(ctx wrapper.HttpContext, config AISecurityConfig, body []
 			"AccessKeyId":       config.ak,
 			"Timestamp":         timestamp,
 			"Service":           config.requestCheckService,
-			"ServiceParameters": fmt.Sprintf(`{"sessionId": "%s","content": "%s"}`, sessionID, marshalStr(contentPiece, log)),
+			"ServiceParameters": fmt.Sprintf(`{"sessionId": "%s","content": "%s"}`, sessionID, marshalStr(contentPiece)),
 		}
 		if config.token != "" {
 			params["SecurityToken"] = config.token
@@ -371,7 +378,7 @@ func onHttpRequestBody(ctx wrapper.HttpContext, config AISecurityConfig, body []
 	return types.ActionPause
 }

-func onHttpResponseHeaders(ctx wrapper.HttpContext, config AISecurityConfig, log log.Log) types.Action {
+func onHttpResponseHeaders(ctx wrapper.HttpContext, config AISecurityConfig) types.Action {
 	if !config.checkResponse {
 		log.Debugf("response checking is disabled")
 		ctx.DontReadResponseBody()
@@ -383,10 +390,126 @@ func onHttpResponseHeaders(ctx wrapper.HttpContext, config AISecurityConfig, log
 		ctx.DontReadResponseBody()
 		return types.ActionContinue
 	}
-	return types.HeaderStopIteration
+	contentType, _ := proxywasm.GetHttpResponseHeader("content-type")
+	ctx.SetContext("end_of_stream_received", false)
+	ctx.SetContext("during_call", false)
+	ctx.SetContext("risk_detected", false)
+	sessionID, _ := generateHexID(20)
+	ctx.SetContext("sessionID", sessionID)
+	if strings.Contains(contentType, "text/event-stream") {
+		ctx.NeedPauseStreamingResponse()
+		return types.ActionContinue
+	} else {
+		ctx.BufferResponseBody()
+		return types.HeaderStopIteration
+	}
 }

-func onHttpResponseBody(ctx wrapper.HttpContext, config AISecurityConfig, body []byte, log log.Log) types.Action {
+func onHttpStreamingResponseBody(ctx wrapper.HttpContext, config AISecurityConfig, data []byte, endOfStream bool) []byte {
+	var bufferQueue [][]byte
+	var singleCall func()
+	callback := func(statusCode int, responseHeaders http.Header, responseBody []byte) {
+		log.Info(string(responseBody))
+		if statusCode != 200 || gjson.GetBytes(responseBody, "Code").Int() != 200 {
+			if ctx.GetContext("end_of_stream_received").(bool) {
+				proxywasm.ResumeHttpResponse()
+			}
+			ctx.SetContext("during_call", false)
+			return
+		}
+		var response Response
+		err := json.Unmarshal(responseBody, &response)
+		if err != nil {
+			log.Error("failed to unmarshal aliyun content security response at response phase")
+			if ctx.GetContext("end_of_stream_received").(bool) {
+				proxywasm.ResumeHttpResponse()
+			}
+			ctx.SetContext("during_call", false)
+			return
+		}
+		if riskLevelToInt(response.Data.RiskLevel) >= riskLevelToInt(config.riskLevelBar) {
+			denyMessage := DefaultDenyMessage
+			if response.Data.Advice != nil && response.Data.Advice[0].Answer != "" {
+				denyMessage = "\n" + response.Data.Advice[0].Answer
+			} else if config.denyMessage != "" {
+				denyMessage = config.denyMessage
+			}
+			marshalledDenyMessage := marshalStr(denyMessage)
+			randomID := generateRandomID()
+			jsonData := []byte(fmt.Sprintf(OpenAIStreamResponseFormat, randomID, marshalledDenyMessage, randomID))
+			proxywasm.InjectEncodedDataToFilterChain(jsonData, true)
+			return
+		}
+		endStream := ctx.GetContext("end_of_stream_received").(bool) && ctx.BufferQueueSize() == 0
+		proxywasm.InjectEncodedDataToFilterChain(bytes.Join(bufferQueue, []byte("")), endStream)
+		bufferQueue = [][]byte{}
+		if !endStream {
+			ctx.SetContext("during_call", false)
+			singleCall()
+		}
+	}
+	singleCall = func() {
+		if ctx.GetContext("during_call").(bool) {
+			return
+		}
+		if ctx.BufferQueueSize() >= config.bufferLimit || ctx.GetContext("end_of_stream_received").(bool) {
+			ctx.SetContext("during_call", true)
+			var buffer string
+			for ctx.BufferQueueSize() > 0 {
+				front := ctx.PopBuffer()
+				bufferQueue = append(bufferQueue, front)
+				msg := gjson.GetBytes(front, config.responseStreamContentJsonPath).String()
+				buffer += msg
+				if len([]rune(buffer)) >= config.bufferLimit {
+					break
+				}
+			}
+			timestamp := time.Now().UTC().Format("2006-01-02T15:04:05Z")
+			randomID, _ := generateHexID(16)
+			log.Debugf("current content piece: %s", buffer)
+			params := map[string]string{
+				"Format":            "JSON",
+				"Version":           "2022-03-02",
+				"SignatureMethod":   "Hmac-SHA1",
+				"SignatureNonce":    randomID,
+				"SignatureVersion":  "1.0",
+				"Action":            "TextModerationPlus",
+				"AccessKeyId":       config.ak,
+				"Timestamp":         timestamp,
+				"Service":           config.responseCheckService,
+				"ServiceParameters": fmt.Sprintf(`{"sessionId": "%s","content": "%s"}`, ctx.GetContext("sessionID").(string), marshalStr(buffer)),
+			}
+			if config.token != "" {
+				params["SecurityToken"] = config.token
+			}
+			signature := getSign(params, config.sk+"&")
+			reqParams := url.Values{}
+			for k, v := range params {
+				reqParams.Add(k, v)
+			}
+			reqParams.Add("Signature", signature)
+			err := config.client.Post(fmt.Sprintf("/?%s", reqParams.Encode()), [][2]string{{"User-Agent", AliyunUserAgent}}, nil, callback, config.timeout)
+			if err != nil {
+				log.Errorf("failed call the safe check service: %v", err)
+				if ctx.GetContext("end_of_stream_received").(bool) {
+					proxywasm.ResumeHttpResponse()
+				}
+			}
+		}
+	}
+	if !ctx.GetContext("risk_detected").(bool) {
+		ctx.PushBuffer(data)
+		ctx.SetContext("end_of_stream_received", endOfStream)
+		if !ctx.GetContext("during_call").(bool) {
+			singleCall()
+		}
+	} else if endOfStream {
+		proxywasm.ResumeHttpResponse()
+	}
+	return []byte{}
+}
+
+func onHttpResponseBody(ctx wrapper.HttpContext, config AISecurityConfig, body []byte) types.Action {
 	log.Debugf("checking response body...")
 	startTime := time.Now().UnixMilli()
 	contentType, _ := proxywasm.GetHttpResponseHeader("content-type")
@@ -436,7 +559,7 @@ func onHttpResponseBody(ctx wrapper.HttpContext, config AISecurityConfig, body [
 		} else if response.Data.Advice != nil && response.Data.Advice[0].Answer != "" {
 			denyMessage = response.Data.Advice[0].Answer
 		}
-		marshalledDenyMessage := marshalStr(denyMessage, log)
+		marshalledDenyMessage := marshalStr(denyMessage)
 		if config.protocolOriginal {
 			proxywasm.SendHttpResponse(uint32(config.denyCode), [][2]string{{"content-type", "application/json"}}, []byte(marshalledDenyMessage), -1)
 		} else if isStreamingResponse {
@@ -480,7 +603,7 @@ func onHttpResponseBody(ctx wrapper.HttpContext, config AISecurityConfig, body [
 			"AccessKeyId":       config.ak,
 			"Timestamp":         timestamp,
 			"Service":           config.responseCheckService,
-			"ServiceParameters": fmt.Sprintf(`{"sessionId": "%s","content": "%s"}`, sessionID, marshalStr(contentPiece, log)),
+			"ServiceParameters": fmt.Sprintf(`{"sessionId": "%s","content": "%s"}`, sessionID, marshalStr(contentPiece)),
 		}
 		if config.token != "" {
 			params["SecurityToken"] = config.token
@@ -511,7 +634,7 @@ func extractMessageFromStreamingBody(data []byte, jsonPath string) string {
 	return strings.Join(strChunks, "")
 }

-func marshalStr(raw string, log log.Log) string {
+func marshalStr(raw string) string {
 	helper := map[string]string{
 		"placeholder": raw,
 	}
--- a/plugins/wasm-go/extensions/ai-statistics/go.mod
+++ b/plugins/wasm-go/extensions/ai-statistics/go.mod
@@ -6,7 +6,7 @@ toolchain go1.24.4

 require (
 	github.com/higress-group/proxy-wasm-go-sdk v0.0.0-20250611100342-5654e89a7a80
-	github.com/higress-group/wasm-go v1.0.1
+	github.com/higress-group/wasm-go v1.0.2-0.20250729071413-2478fd585950
 	github.com/tidwall/gjson v1.18.0
 )

@@ -15,4 +15,5 @@ require (
 	github.com/tidwall/match v1.1.1 // indirect
 	github.com/tidwall/pretty v1.2.1 // indirect
 	github.com/tidwall/resp v0.1.1 // indirect
+	github.com/tidwall/sjson v1.2.5 // indirect
 )
--- a/plugins/wasm-go/extensions/ai-statistics/go.sum
+++ b/plugins/wasm-go/extensions/ai-statistics/go.sum
@@ -4,12 +4,13 @@ github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
 github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
 github.com/higress-group/proxy-wasm-go-sdk v0.0.0-20250611100342-5654e89a7a80 h1:xqmtTZI0JQ2O+Lg9/CE6c+Tw9KD6FnvWw8EpLVuuvfg=
 github.com/higress-group/proxy-wasm-go-sdk v0.0.0-20250611100342-5654e89a7a80/go.mod h1:tRI2LfMudSkKHhyv1uex3BWzcice2s/l8Ah8axporfA=
-github.com/higress-group/wasm-go v1.0.1 h1:T1m++qTEANp8+jwE0sxltwtaTKmrHCkLOp1m9N+YeqY=
-github.com/higress-group/wasm-go v1.0.1/go.mod h1:9k7L730huS/q4V5iH9WLDgf5ZUHEtfhM/uXcegKDG/M=
+github.com/higress-group/wasm-go v1.0.2-0.20250729071413-2478fd585950 h1:X4a+wzGEuLkCcAX2XiDf/vcVOIdZWxtEo0YkT+F/mcM=
+github.com/higress-group/wasm-go v1.0.2-0.20250729071413-2478fd585950/go.mod h1:9k7L730huS/q4V5iH9WLDgf5ZUHEtfhM/uXcegKDG/M=
 github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
 github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
 github.com/stretchr/testify v1.9.0 h1:HtqpIVDClZ4nwg75+f6Lvsy/wHu+3BoSGCbBAcpTsTg=
 github.com/stretchr/testify v1.9.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
+github.com/tidwall/gjson v1.14.2/go.mod h1:/wbyibRr2FHMks5tjHJ5F8dMZh3AcwJEMf5vlfC0lxk=
 github.com/tidwall/gjson v1.18.0 h1:FIDeeyB800efLX89e5a8Y0BNH+LOngJyGrIWxG2FKQY=
 github.com/tidwall/gjson v1.18.0/go.mod h1:/wbyibRr2FHMks5tjHJ5F8dMZh3AcwJEMf5vlfC0lxk=
 github.com/tidwall/match v1.1.1 h1:+Ho715JplO36QYgwN9PGYNhgZvoUSc9X2c80KVTi+GA=
@@ -19,5 +20,7 @@ github.com/tidwall/pretty v1.2.1 h1:qjsOFOWWQl+N3RsoF5/ssm1pHmJJwhjlSbZ51I6wMl4=
 github.com/tidwall/pretty v1.2.1/go.mod h1:ITEVvHYasfjBbM0u2Pg8T2nJnzm8xPwvNhhsoaGGjNU=
 github.com/tidwall/resp v0.1.1 h1:Ly20wkhqKTmDUPlyM1S7pWo5kk0tDu8OoC/vFArXmwE=
 github.com/tidwall/resp v0.1.1/go.mod h1:3/FrruOBAxPTPtundW0VXgmsQ4ZBA0Aw714lVYgwFa0=
+github.com/tidwall/sjson v1.2.5 h1:kLy8mja+1c9jlljvWTlSazM7cKDRfJuR/bOJhcY5NcY=
+github.com/tidwall/sjson v1.2.5/go.mod h1:Fvgq9kS/6ociJEDnK0Fk1cpYF4FIW6ZF7LAe+6jwd28=
 gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
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