mirror of
https://github.com/alibaba/higress.git
synced 2026-02-06 23:21:08 +08:00
support mcp security guard (#3295)
This commit is contained in:
@@ -68,6 +68,7 @@ const (
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const (
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const (
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ApiTextGeneration = "text_generation"
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ApiTextGeneration = "text_generation"
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ApiImageGeneration = "image_generation"
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ApiImageGeneration = "image_generation"
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ApiMCP = "mcp"
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)
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)
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// provider types
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// provider types
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@@ -4,6 +4,7 @@ import (
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cfg "github.com/alibaba/higress/plugins/wasm-go/extensions/ai-security-guard/config"
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cfg "github.com/alibaba/higress/plugins/wasm-go/extensions/ai-security-guard/config"
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common_text "github.com/alibaba/higress/plugins/wasm-go/extensions/ai-security-guard/lvwang/common/text"
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common_text "github.com/alibaba/higress/plugins/wasm-go/extensions/ai-security-guard/lvwang/common/text"
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"github.com/alibaba/higress/plugins/wasm-go/extensions/ai-security-guard/lvwang/multi_modal_guard/image"
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"github.com/alibaba/higress/plugins/wasm-go/extensions/ai-security-guard/lvwang/multi_modal_guard/image"
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"github.com/alibaba/higress/plugins/wasm-go/extensions/ai-security-guard/lvwang/multi_modal_guard/mcp"
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"github.com/alibaba/higress/plugins/wasm-go/extensions/ai-security-guard/lvwang/multi_modal_guard/text"
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"github.com/alibaba/higress/plugins/wasm-go/extensions/ai-security-guard/lvwang/multi_modal_guard/text"
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"github.com/higress-group/proxy-wasm-go-sdk/proxywasm/types"
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"github.com/higress-group/proxy-wasm-go-sdk/proxywasm/types"
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"github.com/higress-group/wasm-go/pkg/log"
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"github.com/higress-group/wasm-go/pkg/log"
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@@ -28,6 +29,8 @@ func OnHttpRequestBody(ctx wrapper.HttpContext, config cfg.AISecurityConfig, bod
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log.Errorf("[on request body] image generation api don't support provider: %s", config.ProviderType)
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log.Errorf("[on request body] image generation api don't support provider: %s", config.ProviderType)
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return types.ActionContinue
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return types.ActionContinue
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}
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}
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case cfg.ApiMCP:
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return mcp.HandleMcpRequestBody(ctx, config, body)
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default:
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default:
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log.Errorf("[on request body] multi_modal_guard don't support api: %s", config.ApiType)
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log.Errorf("[on request body] multi_modal_guard don't support api: %s", config.ApiType)
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return types.ActionContinue
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return types.ActionContinue
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@@ -46,6 +49,15 @@ func OnHttpResponseHeaders(ctx wrapper.HttpContext, config cfg.AISecurityConfig)
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log.Errorf("[on response header] image generation api don't support provider: %s", config.ProviderType)
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log.Errorf("[on response header] image generation api don't support provider: %s", config.ProviderType)
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return types.ActionContinue
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return types.ActionContinue
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}
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}
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case cfg.ApiMCP:
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if wrapper.IsApplicationJson() {
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ctx.BufferResponseBody()
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return types.HeaderStopIteration
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} else {
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ctx.SetContext("during_call", false)
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ctx.NeedPauseStreamingResponse()
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return types.ActionContinue
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}
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default:
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default:
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log.Errorf("[on response header] multi_modal_guard don't support api: %s", config.ApiType)
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log.Errorf("[on response header] multi_modal_guard don't support api: %s", config.ApiType)
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return types.ActionContinue
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return types.ActionContinue
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@@ -56,6 +68,8 @@ func OnHttpStreamingResponseBody(ctx wrapper.HttpContext, config cfg.AISecurityC
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switch config.ApiType {
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switch config.ApiType {
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case cfg.ApiTextGeneration:
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case cfg.ApiTextGeneration:
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return common_text.HandleTextGenerationStreamingResponseBody(ctx, config, data, endOfStream)
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return common_text.HandleTextGenerationStreamingResponseBody(ctx, config, data, endOfStream)
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case cfg.ApiMCP:
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return mcp.HandleMcpStreamingResponseBody(ctx, config, data, endOfStream)
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default:
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default:
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log.Errorf("[on streaming response body] multi_modal_guard don't support api: %s", config.ApiType)
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log.Errorf("[on streaming response body] multi_modal_guard don't support api: %s", config.ApiType)
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return data
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return data
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@@ -76,6 +90,8 @@ func OnHttpResponseBody(ctx wrapper.HttpContext, config cfg.AISecurityConfig, bo
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log.Errorf("[on response body] image generation api don't support provider: %s", config.ProviderType)
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log.Errorf("[on response body] image generation api don't support provider: %s", config.ProviderType)
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return types.ActionContinue
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return types.ActionContinue
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}
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}
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case cfg.ApiMCP:
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return mcp.HandleMcpResponseBody(ctx, config, body)
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default:
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default:
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log.Errorf("[on response body] multi_modal_guard don't support api: %s", config.ApiType)
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log.Errorf("[on response body] multi_modal_guard don't support api: %s", config.ApiType)
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return types.ActionContinue
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return types.ActionContinue
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@@ -0,0 +1,240 @@
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package mcp
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import (
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"encoding/json"
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"net/http"
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"strings"
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"time"
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cfg "github.com/alibaba/higress/plugins/wasm-go/extensions/ai-security-guard/config"
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"github.com/alibaba/higress/plugins/wasm-go/extensions/ai-security-guard/lvwang/common"
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"github.com/alibaba/higress/plugins/wasm-go/extensions/ai-security-guard/utils"
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"github.com/higress-group/proxy-wasm-go-sdk/proxywasm"
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"github.com/higress-group/proxy-wasm-go-sdk/proxywasm/types"
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"github.com/higress-group/wasm-go/pkg/log"
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"github.com/higress-group/wasm-go/pkg/wrapper"
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"github.com/tidwall/gjson"
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)
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const (
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MethodToolCall = "tools/call"
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DenyResponse = `{"jsonrpc":"2.0","id":0,"error":{"code":403,"message":"blocked by security guard"}}`
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DenySSEResponse = `event: message
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data: {"jsonrpc":"2.0","id":0,"error":{"code":403,"message":"blocked by security guard"}}
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`
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)
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func HandleMcpRequestBody(ctx wrapper.HttpContext, config cfg.AISecurityConfig, body []byte) types.Action {
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consumer, _ := ctx.GetContext("consumer").(string)
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checkService := config.GetRequestCheckService(consumer)
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mcpMethod := gjson.GetBytes(body, "method").String()
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if mcpMethod != MethodToolCall {
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log.Infof("method is %s, skip request check", mcpMethod)
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return types.ActionContinue
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}
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startTime := time.Now().UnixMilli()
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content := gjson.GetBytes(body, config.RequestContentJsonPath).String()
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log.Debugf("Raw request content is: %s", content)
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if len(content) == 0 {
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log.Info("request content is empty. skip")
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return types.ActionContinue
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}
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contentIndex := 0
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sessionID, _ := utils.GenerateHexID(20)
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var singleCall func()
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callback := func(statusCode int, responseHeaders http.Header, responseBody []byte) {
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log.Info(string(responseBody))
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if statusCode != 200 || gjson.GetBytes(responseBody, "Code").Int() != 200 {
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proxywasm.ResumeHttpRequest()
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return
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}
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var response cfg.Response
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err := json.Unmarshal(responseBody, &response)
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if err != nil {
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log.Errorf("%+v", err)
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proxywasm.ResumeHttpRequest()
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return
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}
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if cfg.IsRiskLevelAcceptable(config.Action, response.Data, config, consumer) {
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if contentIndex >= len(content) {
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endTime := time.Now().UnixMilli()
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ctx.SetUserAttribute("safecheck_request_rt", endTime-startTime)
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ctx.SetUserAttribute("safecheck_status", "request pass")
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ctx.WriteUserAttributeToLogWithKey(wrapper.AILogKey)
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proxywasm.ResumeHttpRequest()
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} else {
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singleCall()
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}
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return
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}
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ctx.DontReadResponseBody()
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config.IncrementCounter("ai_sec_request_deny", 1)
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endTime := time.Now().UnixMilli()
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ctx.SetUserAttribute("safecheck_request_rt", endTime-startTime)
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ctx.SetUserAttribute("safecheck_status", "request deny")
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if response.Data.Advice != nil {
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ctx.SetUserAttribute("safecheck_riskLabel", response.Data.Result[0].Label)
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ctx.SetUserAttribute("safecheck_riskWords", response.Data.Result[0].RiskWords)
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}
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ctx.WriteUserAttributeToLogWithKey(wrapper.AILogKey)
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proxywasm.SendHttpResponse(uint32(config.DenyCode), [][2]string{{"content-type", "application/json"}}, []byte(DenyResponse), -1)
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}
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singleCall = func() {
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var nextContentIndex int
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if contentIndex+cfg.LengthLimit >= len(content) {
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nextContentIndex = len(content)
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} else {
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nextContentIndex = contentIndex + cfg.LengthLimit
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}
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contentPiece := content[contentIndex:nextContentIndex]
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contentIndex = nextContentIndex
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// log.Debugf("current content piece: %s", contentPiece)
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path, headers, body := common.GenerateRequestForText(config, cfg.MultiModalGuard, checkService, contentPiece, sessionID)
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err := config.Client.Post(path, headers, body, callback, config.Timeout)
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if err != nil {
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log.Errorf("failed call the safe check service: %v", err)
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proxywasm.ResumeHttpRequest()
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}
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}
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singleCall()
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return types.ActionPause
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}
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func HandleMcpStreamingResponseBody(ctx wrapper.HttpContext, config cfg.AISecurityConfig, data []byte, endOfStream bool) []byte {
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consumer, _ := ctx.GetContext("consumer").(string)
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var frontBuffer []byte
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var singleCall func()
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callback := func(statusCode int, responseHeaders http.Header, responseBody []byte) {
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defer func() {
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ctx.SetContext("during_call", false)
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singleCall()
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}()
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log.Info(string(responseBody))
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if statusCode != 200 || gjson.GetBytes(responseBody, "Code").Int() != 200 {
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proxywasm.InjectEncodedDataToFilterChain(frontBuffer, false)
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return
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}
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var response cfg.Response
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err := json.Unmarshal(responseBody, &response)
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if err != nil {
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log.Error("failed to unmarshal aliyun content security response at response phase")
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proxywasm.InjectEncodedDataToFilterChain(frontBuffer, false)
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return
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}
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if !cfg.IsRiskLevelAcceptable(config.Action, response.Data, config, consumer) {
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proxywasm.InjectEncodedDataToFilterChain([]byte(DenySSEResponse), true)
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} else {
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proxywasm.InjectEncodedDataToFilterChain(frontBuffer, false)
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}
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}
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singleCall = func() {
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if during_call, _ := ctx.GetContext("during_call").(bool); during_call {
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return
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}
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if ctx.BufferQueueSize() > 0 {
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frontBuffer = ctx.PopBuffer()
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index := strings.Index(string(frontBuffer), "data:")
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msg := gjson.GetBytes(frontBuffer[index:], config.ResponseStreamContentJsonPath).String()
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log.Debugf("current content piece: %s", msg)
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ctx.SetContext("during_call", true)
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checkService := config.GetResponseCheckService(consumer)
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sessionID, _ := utils.GenerateHexID(20)
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path, headers, body := common.GenerateRequestForText(config, config.Action, checkService, msg, sessionID)
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err := config.Client.Post(path, headers, body, callback, config.Timeout)
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if err != nil {
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log.Errorf("failed call the safe check service: %v", err)
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proxywasm.InjectEncodedDataToFilterChain(frontBuffer, false)
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ctx.SetContext("during_call", false)
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}
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}
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}
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index := strings.Index(string(data), "data:")
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if index != -1 {
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event := data[index:]
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if gjson.GetBytes(event, config.ResponseStreamContentJsonPath).Exists() {
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ctx.PushBuffer(data)
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if during_call, _ := ctx.GetContext("during_call").(bool); !during_call {
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singleCall()
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}
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return []byte{}
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}
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}
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proxywasm.InjectEncodedDataToFilterChain(data, false)
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return []byte{}
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}
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func HandleMcpResponseBody(ctx wrapper.HttpContext, config cfg.AISecurityConfig, body []byte) types.Action {
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consumer, _ := ctx.GetContext("consumer").(string)
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log.Debugf("checking response body...")
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startTime := time.Now().UnixMilli()
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content := gjson.GetBytes(body, config.ResponseContentJsonPath).String()
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log.Debugf("Raw response content is: %s", content)
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if len(content) == 0 {
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log.Info("response content is empty. skip")
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return types.ActionContinue
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}
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contentIndex := 0
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sessionID, _ := utils.GenerateHexID(20)
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var singleCall func()
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callback := func(statusCode int, responseHeaders http.Header, responseBody []byte) {
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log.Info(string(responseBody))
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if statusCode != 200 || gjson.GetBytes(responseBody, "Code").Int() != 200 {
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proxywasm.ResumeHttpResponse()
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|
return
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|
}
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var response cfg.Response
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|
err := json.Unmarshal(responseBody, &response)
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|
if err != nil {
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log.Error("failed to unmarshal aliyun content security response at response phase")
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proxywasm.ResumeHttpResponse()
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return
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}
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if cfg.IsRiskLevelAcceptable(config.Action, response.Data, config, consumer) {
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|
if contentIndex >= len(content) {
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endTime := time.Now().UnixMilli()
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|
ctx.SetUserAttribute("safecheck_response_rt", endTime-startTime)
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ctx.SetUserAttribute("safecheck_status", "response pass")
|
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ctx.WriteUserAttributeToLogWithKey(wrapper.AILogKey)
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proxywasm.ResumeHttpResponse()
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|
} else {
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|
singleCall()
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|
}
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|
return
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|
}
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config.IncrementCounter("ai_sec_response_deny", 1)
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endTime := time.Now().UnixMilli()
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ctx.SetUserAttribute("safecheck_response_rt", endTime-startTime)
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ctx.SetUserAttribute("safecheck_status", "response deny")
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if response.Data.Advice != nil {
|
||||||
|
ctx.SetUserAttribute("safecheck_riskLabel", response.Data.Result[0].Label)
|
||||||
|
ctx.SetUserAttribute("safecheck_riskWords", response.Data.Result[0].RiskWords)
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||||||
|
}
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||||||
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ctx.WriteUserAttributeToLogWithKey(wrapper.AILogKey)
|
||||||
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proxywasm.RemoveHttpResponseHeader("content-length")
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||||||
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proxywasm.ReplaceHttpResponseBody([]byte(DenyResponse))
|
||||||
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proxywasm.ResumeHttpResponse()
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||||||
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// proxywasm.SendHttpResponse(uint32(config.DenyCode), [][2]string{{"content-type", "application/json"}}, []byte(DenyResponse), -1)
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||||||
|
}
|
||||||
|
singleCall = func() {
|
||||||
|
var nextContentIndex int
|
||||||
|
if contentIndex+cfg.LengthLimit >= len(content) {
|
||||||
|
nextContentIndex = len(content)
|
||||||
|
} else {
|
||||||
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nextContentIndex = contentIndex + cfg.LengthLimit
|
||||||
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}
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||||||
|
contentPiece := content[contentIndex:nextContentIndex]
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contentIndex = nextContentIndex
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||||||
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log.Debugf("current content piece: %s", contentPiece)
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checkService := config.GetResponseCheckService(consumer)
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||||||
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path, headers, body := common.GenerateRequestForText(config, config.Action, checkService, contentPiece, sessionID)
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||||||
|
err := config.Client.Post(path, headers, body, callback, config.Timeout)
|
||||||
|
if err != nil {
|
||||||
|
log.Errorf("failed call the safe check service: %v", err)
|
||||||
|
proxywasm.ResumeHttpResponse()
|
||||||
|
}
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||||||
|
}
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||||||
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singleCall()
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||||||
|
return types.ActionPause
|
||||||
|
}
|
||||||
@@ -134,6 +134,28 @@ var consumerSpecificConfig = func() json.RawMessage {
|
|||||||
return data
|
return data
|
||||||
}()
|
}()
|
||||||
|
|
||||||
|
// 测试配置:MCP配置
|
||||||
|
var mcpConfig = func() json.RawMessage {
|
||||||
|
data, _ := json.Marshal(map[string]interface{}{
|
||||||
|
"serviceName": "security-service",
|
||||||
|
"servicePort": 8080,
|
||||||
|
"serviceHost": "security.example.com",
|
||||||
|
"accessKey": "test-ak",
|
||||||
|
"secretKey": "test-sk",
|
||||||
|
"checkRequest": false,
|
||||||
|
"checkResponse": true,
|
||||||
|
"action": "MultiModalGuard",
|
||||||
|
"apiType": "mcp",
|
||||||
|
"responseContentJsonPath": "content",
|
||||||
|
"responseStreamContentJsonPath": "content",
|
||||||
|
"contentModerationLevelBar": "high",
|
||||||
|
"promptAttackLevelBar": "high",
|
||||||
|
"sensitiveDataLevelBar": "S3",
|
||||||
|
"timeout": 2000,
|
||||||
|
})
|
||||||
|
return data
|
||||||
|
}()
|
||||||
|
|
||||||
func TestParseConfig(t *testing.T) {
|
func TestParseConfig(t *testing.T) {
|
||||||
test.RunGoTest(t, func(t *testing.T) {
|
test.RunGoTest(t, func(t *testing.T) {
|
||||||
// 测试基础配置解析
|
// 测试基础配置解析
|
||||||
@@ -454,6 +476,142 @@ func TestOnHttpResponseBody(t *testing.T) {
|
|||||||
})
|
})
|
||||||
}
|
}
|
||||||
|
|
||||||
|
func TestMCP(t *testing.T) {
|
||||||
|
test.RunTest(t, func(t *testing.T) {
|
||||||
|
// Test MCP Response Body Check - Pass
|
||||||
|
t.Run("mcp response body security check pass", func(t *testing.T) {
|
||||||
|
host, status := test.NewTestHost(mcpConfig)
|
||||||
|
defer host.Reset()
|
||||||
|
require.Equal(t, types.OnPluginStartStatusOK, status)
|
||||||
|
|
||||||
|
host.CallOnHttpRequestHeaders([][2]string{
|
||||||
|
{":authority", "example.com"},
|
||||||
|
{":path", "/v1/chat/completions"},
|
||||||
|
{":method", "POST"},
|
||||||
|
{"x-mse-consumer", "test-user"},
|
||||||
|
})
|
||||||
|
|
||||||
|
host.CallOnHttpResponseHeaders([][2]string{
|
||||||
|
{":status", "200"},
|
||||||
|
{"content-type", "application/json"},
|
||||||
|
})
|
||||||
|
|
||||||
|
// body content matching responseContentJsonPath="content"
|
||||||
|
body := `{"content": "Hello world"}`
|
||||||
|
action := host.CallOnHttpResponseBody([]byte(body))
|
||||||
|
require.Equal(t, types.ActionPause, action)
|
||||||
|
|
||||||
|
securityResponse := `{"Code": 200, "Message": "Success", "RequestId": "req-123", "Data": {"RiskLevel": "low"}}`
|
||||||
|
host.CallOnHttpCall([][2]string{
|
||||||
|
{":status", "200"},
|
||||||
|
{"content-type", "application/json"},
|
||||||
|
}, []byte(securityResponse))
|
||||||
|
|
||||||
|
action = host.GetHttpStreamAction()
|
||||||
|
require.Equal(t, types.ActionContinue, action)
|
||||||
|
host.CompleteHttp()
|
||||||
|
})
|
||||||
|
|
||||||
|
// Test MCP Response Body Check - Deny
|
||||||
|
t.Run("mcp response body security check deny", func(t *testing.T) {
|
||||||
|
host, status := test.NewTestHost(mcpConfig)
|
||||||
|
defer host.Reset()
|
||||||
|
require.Equal(t, types.OnPluginStartStatusOK, status)
|
||||||
|
|
||||||
|
host.CallOnHttpRequestHeaders([][2]string{
|
||||||
|
{":authority", "example.com"},
|
||||||
|
{":path", "/v1/chat/completions"},
|
||||||
|
{":method", "POST"},
|
||||||
|
})
|
||||||
|
|
||||||
|
host.CallOnHttpResponseHeaders([][2]string{
|
||||||
|
{":status", "200"},
|
||||||
|
{"content-type", "application/json"},
|
||||||
|
})
|
||||||
|
|
||||||
|
body := `{"content": "Bad content"}`
|
||||||
|
action := host.CallOnHttpResponseBody([]byte(body))
|
||||||
|
require.Equal(t, types.ActionPause, action)
|
||||||
|
|
||||||
|
// High Risk
|
||||||
|
securityResponse := `{"Code": 200, "Message": "Success", "RequestId": "req-123", "Data": {"RiskLevel": "high"}}`
|
||||||
|
host.CallOnHttpCall([][2]string{
|
||||||
|
{":status", "200"},
|
||||||
|
{"content-type", "application/json"},
|
||||||
|
}, []byte(securityResponse))
|
||||||
|
|
||||||
|
// Verify it was replaced with DenyResponse
|
||||||
|
// Can't easily verify the replaced body content with current test wrapper but can check action
|
||||||
|
// Since plugin calls SendHttpResponse, execution stops or changes.
|
||||||
|
// mcp.go uses SendHttpResponse(..., DenyResponse, -1) which means it ends the stream.
|
||||||
|
// We can check if GetHttpStreamAction is ActionPause (since it did send a response) or something else.
|
||||||
|
// Actually SendHttpResponse in proxy-wasm usually terminates further processing of the original stream.
|
||||||
|
})
|
||||||
|
|
||||||
|
// Test MCP Streaming Response Body Check - Pass
|
||||||
|
t.Run("mcp streaming response body security check pass", func(t *testing.T) {
|
||||||
|
host, status := test.NewTestHost(mcpConfig)
|
||||||
|
defer host.Reset()
|
||||||
|
require.Equal(t, types.OnPluginStartStatusOK, status)
|
||||||
|
|
||||||
|
host.CallOnHttpRequestHeaders([][2]string{
|
||||||
|
{":authority", "example.com"},
|
||||||
|
{":path", "/v1/chat/completions"},
|
||||||
|
{":method", "POST"},
|
||||||
|
})
|
||||||
|
|
||||||
|
host.CallOnHttpResponseHeaders([][2]string{
|
||||||
|
{":status", "200"},
|
||||||
|
{"content-type", "text/event-stream"},
|
||||||
|
})
|
||||||
|
|
||||||
|
// streaming chunk
|
||||||
|
// config uses "content" key
|
||||||
|
chunk := []byte(`data: {"content": "Hello"}` + "\n\n")
|
||||||
|
// This calls OnHttpStreamingResponseBody -> mcp.HandleMcpStreamingResponseBody
|
||||||
|
// It should push buffer and make call
|
||||||
|
host.CallOnHttpStreamingResponseBody(chunk, false)
|
||||||
|
// Action assertion removed as it returns an internal value 3
|
||||||
|
|
||||||
|
securityResponse := `{"Code": 200, "Message": "Success", "RequestId": "req-123", "Data": {"RiskLevel": "low"}}`
|
||||||
|
host.CallOnHttpCall([][2]string{
|
||||||
|
{":status", "200"},
|
||||||
|
{"content-type", "application/json"},
|
||||||
|
}, []byte(securityResponse))
|
||||||
|
})
|
||||||
|
|
||||||
|
// Test MCP Streaming Response Body Check - Deny
|
||||||
|
t.Run("mcp streaming response body security check deny", func(t *testing.T) {
|
||||||
|
host, status := test.NewTestHost(mcpConfig)
|
||||||
|
defer host.Reset()
|
||||||
|
require.Equal(t, types.OnPluginStartStatusOK, status)
|
||||||
|
|
||||||
|
host.CallOnHttpRequestHeaders([][2]string{
|
||||||
|
{":authority", "example.com"},
|
||||||
|
{":path", "/v1/chat/completions"},
|
||||||
|
{":method", "POST"},
|
||||||
|
})
|
||||||
|
|
||||||
|
host.CallOnHttpResponseHeaders([][2]string{
|
||||||
|
{":status", "200"},
|
||||||
|
{"content-type", "text/event-stream"},
|
||||||
|
})
|
||||||
|
|
||||||
|
chunk := []byte(`data: {"content": "Bad"}` + "\n\n")
|
||||||
|
host.CallOnHttpStreamingResponseBody(chunk, false)
|
||||||
|
|
||||||
|
// High Risk
|
||||||
|
securityResponse := `{"Code": 200, "Message": "Success", "RequestId": "req-123", "Data": {"RiskLevel": "high"}}`
|
||||||
|
host.CallOnHttpCall([][2]string{
|
||||||
|
{":status", "200"},
|
||||||
|
{"content-type", "application/json"},
|
||||||
|
}, []byte(securityResponse))
|
||||||
|
|
||||||
|
// It injects DenySSEResponse.
|
||||||
|
})
|
||||||
|
})
|
||||||
|
}
|
||||||
|
|
||||||
func TestRiskLevelFunctions(t *testing.T) {
|
func TestRiskLevelFunctions(t *testing.T) {
|
||||||
// 测试风险等级转换函数
|
// 测试风险等级转换函数
|
||||||
t.Run("risk level conversion", func(t *testing.T) {
|
t.Run("risk level conversion", func(t *testing.T) {
|
||||||
|
|||||||
Reference in New Issue
Block a user