feature: Expand ai-statistics plugins to enhance tracing capacity (#1246)

2026-03-08 02:30:56 +08:00 · 2024-08-27 17:46:59 +08:00
parent e4a7807230
commit 6701a86e66
2 changed files with 202 additions and 13 deletions
--- a/plugins/wasm-go/extensions/ai-statistics/README.md
+++ b/plugins/wasm-go/extensions/ai-statistics/README.md
@@ -3,9 +3,34 @@

 # 配置说明

-| 名称         | 数据类型   | 填写要求 | 默认值 | 描述               |
-|------------|--------|------|-----|------------------|
-| `enable` | bool | 必填   | -   | 是否开启ai统计功能 |
+| 名称             | 数据类型  | 填写要求 | 默认值 | 描述                     |
+|----------------|-------|------|-----|------------------------|
+| `enable`       | bool  | 必填   | -   | 是否开启ai统计功能             |
+| `tracing_span` | array | 非必填  | -   | 自定义tracing span tag 配置 |
+
+## tracing_span 配置说明
+| 名称             | 数据类型  | 填写要求 | 默认值 | 描述                     |
+|----------------|-------|-----|-----|------------------------|
+| `key`         | string | 必填  | -   | tracing tag 名称           |
+| `value_source`        | string | 必填  | -   | tag 取值来源             |
+| `value`      | string | 必填  | -   | tag 取值 key value/path           |
+
+value_source为 tag 值的取值来源，可选配置值有 4 个：
+- property ： tag 值通过proxywasm.GetProperty()方法获取，value配置GetProperty()方法要提取的key名
+- requeset_header ： tag 值通过http请求头获取，value配置为header key
+- request_body ：tag 值通过请求body获取，value配置格式为 gjson的 GJSON PATH 语法
+- response_header ： tag 值通过http响应头获取，value配置为header key
+
+举例如下： 
+```yaml
+tracing_label:
+- key: "session_id"
+  value_source: "requeset_header"
+  value: "session_id"
+- key: "user_content"
+  value_source: "request_body"
+  value: "input.messages.1.content"
+```

 开启后 metrics 示例：
 ```
--- a/plugins/wasm-go/extensions/ai-statistics/main.go
+++ b/plugins/wasm-go/extensions/ai-statistics/main.go
@@ -2,47 +2,108 @@ package main

 import (
 	"bytes"
+	"encoding/json"
 	"fmt"
-	"strings"
-
 	"github.com/alibaba/higress/plugins/wasm-go/pkg/wrapper"
 	"github.com/higress-group/proxy-wasm-go-sdk/proxywasm"
 	"github.com/higress-group/proxy-wasm-go-sdk/proxywasm/types"
 	"github.com/tidwall/gjson"
+	"strconv"
+	"strings"
+	"time"
+)
+
+const (
+	StatisticsRequestStartTime = "ai-statistics-request-start-time"
+	StatisticsFirstTokenTime   = "ai-statistics-first-token-time"
 )

 func main() {
 	wrapper.SetCtx(
 		"ai-statistics",
 		wrapper.ParseConfigBy(parseConfig),
+		wrapper.ProcessRequestHeadersBy(onHttpRequestHeaders),
+		wrapper.ProcessRequestBodyBy(onHttpRequestBody),
 		wrapper.ProcessResponseHeadersBy(onHttpResponseHeaders),
 		wrapper.ProcessStreamingResponseBodyBy(onHttpStreamingBody),
 		wrapper.ProcessResponseBodyBy(onHttpResponseBody),
 	)
 }

+// TracingSpan is the tracing span configuration.
+type TracingSpan struct {
+	Key         string `required:"true" yaml:"key" json:"key"`
+	ValueSource string `required:"true" yaml:"valueSource" json:"valueSource"`
+	Value       string `required:"true" yaml:"value" json:"value"`
+}
+
 type AIStatisticsConfig struct {
-	enable  bool
-	metrics map[string]proxywasm.MetricCounter
+	Enable bool `required:"true" yaml:"enable" json:"enable"`
+	// TracingSpan array define the tracing span.
+	TracingSpan []TracingSpan                      `required:"true" yaml:"tracingSpan" json:"tracingSpan"`
+	Metrics     map[string]proxywasm.MetricCounter `required:"true" yaml:"metrics" json:"metrics"`
 }

 func (config *AIStatisticsConfig) incrementCounter(metricName string, inc uint64, log wrapper.Log) {
-	counter, ok := config.metrics[metricName]
+	counter, ok := config.Metrics[metricName]
 	if !ok {
 		counter = proxywasm.DefineCounterMetric(metricName)
-		config.metrics[metricName] = counter
+		config.Metrics[metricName] = counter
 	}
 	counter.Increment(inc)
 }

-func parseConfig(json gjson.Result, config *AIStatisticsConfig, log wrapper.Log) error {
-	config.enable = json.Get("enable").Bool()
-	config.metrics = make(map[string]proxywasm.MetricCounter)
+func parseConfig(configJson gjson.Result, config *AIStatisticsConfig, log wrapper.Log) error {
+	config.Enable = configJson.Get("enable").Bool()
+
+	// Parse tracing span.
+	tracingSpanConfigArray := configJson.Get("tracing_span").Array()
+	config.TracingSpan = make([]TracingSpan, len(tracingSpanConfigArray))
+	for i, tracingSpanConfig := range tracingSpanConfigArray {
+		tracingSpan := TracingSpan{
+			Key:         tracingSpanConfig.Get("key").String(),
+			ValueSource: tracingSpanConfig.Get("value_source").String(),
+			Value:       tracingSpanConfig.Get("value").String(),
+		}
+		config.TracingSpan[i] = tracingSpan
+	}
+
+	config.Metrics = make(map[string]proxywasm.MetricCounter)
+
+	configStr, _ := json.Marshal(config)
+	log.Infof("Init ai-statistics config success, config: %s.", configStr)
 	return nil
 }

+func onHttpRequestHeaders(ctx wrapper.HttpContext, config AIStatisticsConfig, log wrapper.Log) types.Action {
+
+	if !config.Enable {
+		ctx.DontReadRequestBody()
+		return types.ActionContinue
+	}
+
+	// Fetch request header tracing span value.
+	setTracingSpanValueBySource(config, "request_header", nil, log)
+	// Fetch request process proxy wasm property.
+	// Warn: The property may be modified by response process , so the value of the property may be overwritten.
+	setTracingSpanValueBySource(config, "property", nil, log)
+
+	// Set request start time.
+	ctx.SetContext(StatisticsRequestStartTime, strconv.FormatUint(uint64(time.Now().UnixMilli()), 10))
+
+	// The request has a body and requires delaying the header transmission until a cache miss occurs,
+	// at which point the header should be sent.
+	return types.ActionContinue
+}
+
+func onHttpRequestBody(ctx wrapper.HttpContext, config AIStatisticsConfig, body []byte, log wrapper.Log) types.Action {
+	// Set request body tracing span value.
+	setTracingSpanValueBySource(config, "request_body", body, log)
+	return types.ActionContinue
+}
+
 func onHttpResponseHeaders(ctx wrapper.HttpContext, config AIStatisticsConfig, log wrapper.Log) types.Action {
-	if !config.enable {
+	if !config.Enable {
 		ctx.DontReadResponseBody()
 		return types.ActionContinue
 	}
@@ -50,26 +111,65 @@ func onHttpResponseHeaders(ctx wrapper.HttpContext, config AIStatisticsConfig, l
 	if !strings.Contains(contentType, "text/event-stream") {
 		ctx.BufferResponseBody()
 	}
+
+	// Set response header tracing span value.
+	setTracingSpanValueBySource(config, "response_header", nil, log)
+
 	return types.ActionContinue
 }

 func onHttpStreamingBody(ctx wrapper.HttpContext, config AIStatisticsConfig, data []byte, endOfStream bool, log wrapper.Log) []byte {
+
+	// If the end of the stream is reached, calculate the total time and set tracing span tag total_time.
+	// Otherwise, set tracing span tag first_token_time.
+	if endOfStream {
+		requestStartTimeStr := ctx.GetContext(StatisticsRequestStartTime).(string)
+		requestStartTime, _ := strconv.ParseInt(requestStartTimeStr, 10, 64)
+		responseEndTime := time.Now().UnixMilli()
+		setTracingSpanValue("total_time", fmt.Sprintf("%d", responseEndTime-requestStartTime), log)
+	} else {
+		firstTokenTime := ctx.GetContext(StatisticsFirstTokenTime)
+		if firstTokenTime == nil {
+			firstTokenTimeStr := strconv.FormatInt(time.Now().UnixMilli(), 10)
+			ctx.SetContext(StatisticsFirstTokenTime, firstTokenTimeStr)
+			setTracingSpanValue("first_token_time", firstTokenTimeStr, log)
+		}
+	}
+
 	model, inputToken, outputToken, ok := getUsage(data)
 	if !ok {
 		return data
 	}
 	setFilterStateData(model, inputToken, outputToken, log)
 	incrementCounter(config, model, inputToken, outputToken, log)
+	// Set tracing span tag input_tokens and output_tokens.
+	setTracingSpanValue("input_tokens", strconv.FormatInt(inputToken, 10), log)
+	setTracingSpanValue("output_tokens", strconv.FormatInt(outputToken, 10), log)
+	// Set response process proxy wasm property.
+	setTracingSpanValueBySource(config, "property", nil, log)
+
 	return data
 }

 func onHttpResponseBody(ctx wrapper.HttpContext, config AIStatisticsConfig, body []byte, log wrapper.Log) types.Action {
+
+	// Calculate the total time and set tracing span tag total_time.
+	requestStartTimeStr := ctx.GetContext(StatisticsRequestStartTime).(string)
+	requestStartTime, _ := strconv.ParseInt(requestStartTimeStr, 10, 64)
+	responseEndTime := time.Now().UnixMilli()
+	setTracingSpanValue("total_time", fmt.Sprintf("%d", responseEndTime-requestStartTime), log)
+
 	model, inputToken, outputToken, ok := getUsage(body)
 	if !ok {
 		return types.ActionContinue
 	}
 	setFilterStateData(model, inputToken, outputToken, log)
 	incrementCounter(config, model, inputToken, outputToken, log)
+	// Set tracing span tag input_tokens and output_tokens.
+	setTracingSpanValue("input_tokens", strconv.FormatInt(inputToken, 10), log)
+	setTracingSpanValue("output_tokens", strconv.FormatInt(outputToken, 10), log)
+	// Set response process proxy wasm property.
+	setTracingSpanValueBySource(config, "property", nil, log)
 	return types.ActionContinue
 }

@@ -123,3 +223,67 @@ func incrementCounter(config AIStatisticsConfig, model string, inputToken int64,
 	config.incrementCounter("route."+route+".upstream."+cluster+".model."+model+".input_token", uint64(inputToken), log)
 	config.incrementCounter("route."+route+".upstream."+cluster+".model."+model+".output_token", uint64(outputToken), log)
 }
+
+// fetches the tracing span value from the specified source.
+func setTracingSpanValueBySource(config AIStatisticsConfig, tracingSource string, body []byte, log wrapper.Log) {
+	for _, tracingSpanEle := range config.TracingSpan {
+		if tracingSource == tracingSpanEle.ValueSource {
+			switch tracingSource {
+			case "response_header":
+				if value, err := proxywasm.GetHttpResponseHeader(tracingSpanEle.Value); err == nil {
+					setTracingSpanValue(tracingSpanEle.Key, value, log)
+				}
+			case "request_body":
+				bodyJson := gjson.ParseBytes(body)
+				value := trimQuote(bodyJson.Get(tracingSpanEle.Value).String())
+				setTracingSpanValue(tracingSpanEle.Key, value, log)
+			case "request_header":
+				if value, err := proxywasm.GetHttpRequestHeader(tracingSpanEle.Value); err == nil {
+					setTracingSpanValue(tracingSpanEle.Key, value, log)
+				}
+			case "property":
+				if raw, err := proxywasm.GetProperty([]string{tracingSpanEle.Value}); err == nil {
+					setTracingSpanValue(tracingSpanEle.Key, string(raw), log)
+				}
+			default:
+
+			}
+		}
+	}
+}
+
+// Set the tracing span with value.
+func setTracingSpanValue(tracingKey, tracingValue string, log wrapper.Log) {
+	log.Debugf("try to set trace span [%s] with value [%s].", tracingKey, tracingValue)
+
+	if tracingValue != "" {
+		traceSpanTag := "trace_span_tag." + tracingKey
+
+		if raw, err := proxywasm.GetProperty([]string{traceSpanTag}); err == nil {
+			if raw != nil {
+				log.Warnf("trace span [%s] already exists, value will be overwrite, orign value: %s.", traceSpanTag, string(raw))
+			}
+		}
+
+		if e := proxywasm.SetProperty([]string{traceSpanTag}, []byte(tracingValue)); e != nil {
+			log.Errorf("failed to set %s in filter state: %v", traceSpanTag, e)
+		}
+		log.Debugf("successed to set trace span [%s] with value [%s].", traceSpanTag, tracingValue)
+	}
+}
+
+// trims the quote from the source string.
+func trimQuote(source string) string {
+	TempKey := strings.Trim(source, `"`)
+	Key, _ := zhToUnicode([]byte(TempKey))
+	return string(Key)
+}
+
+// converts the zh string to Unicode.
+func zhToUnicode(raw []byte) ([]byte, error) {
+	str, err := strconv.Unquote(strings.Replace(strconv.Quote(string(raw)), `\\u`, `\u`, -1))
+	if err != nil {
+		return nil, err
+	}
+	return []byte(str), nil
+}