这是之前遇到的一道面试题,后来也确实在工作中实际遇到了。于是记录一下,如何(优雅的)比较两个未知结构的json。
假设,现在有两个简单的json文件。
{ "id":1, "name":"testjson01", "isadmin":true } { "isadmin":true, "name":"testjson01", "id":1 }那么,如何比较这两个json的内容是否相同呢?
首先,最基本的方法就是利用golang的反射提供的DeepEqual()
假设我们有一个读取json文件的函数如下:
funcLoadJson(pathstring,distinterface{})(errerror){ varcontent[]byte ifcontent,err=ioutil.ReadFile(path);err==nil{ err=json.Unmarshal(content,dist) } returnerr }那么,我们可以调用该函数来读取json文件。由于json的结构是未知的,所以我们需要声明一个map[string]interface{}来存放对json文件的解析结果。
funcmain(){ var( json1map[string]interface{} json2map[string]interface{} ) iferr:=service.LoadJson("./etc/json/json01.json",&json1);err!=nil{ fmt.Println(err) } iferr:=service.LoadJson("./etc/json/json02.json",&json2);err!=nil{ fmt.Println(err) } fmt.Println(reflect.DeepEqual(json1,json2)) }这会在终端中输出一个比较的结果:
true如果我们只需要知道两个json是否相同,那么这样一段简单的代码就可以实现这个要求。
接下来,我们要解决“优雅的”这个定语。
大多数情况下,我们比较两个json,不止需要知道他们是否相同。在他们结构不同的时候,我们还会很自然的关心,他们的区别在哪里。
下面就来解决这个问题。
首先,我们来分析一下json的结构。json作为一个类map的结构体,他的value可能分为3类:
json。json的值可能还是json。这就意味着,遇到了值为json的情况,我们需要进行嵌套的比较。另外一点需要注意的,是json结构体本身是无序的,所以比较过程中,要处理好这一点。
jsonArray。json的值也有可能是jsonArray。这不仅带来了嵌套比较,还要注意,jsonArray跟json相比,它是有序的。
简单值。这里的简单值包括字符串,实数和布尔值。简单值只需要比较类型和值是否相同即可,也不存在嵌套的情况。
那么思路就清晰了,对于两个json结构体json1和json2,我们首先要遍历json1的键值对,检查json2是否存在对应的键值对,然后根据值的类型分别进行处理。
这里,我们利用golang的反射value.(type)。需要注意的是,value.(type)只能用在switch-case结构中,当我们通过switch判断了value的类型之后,就可以利用断言对其进行类型转换。
在简单值的比较中,因为其不存在结构嵌套的情况,值不同即说明该处存在不同,这样我们就可以用DeepEqual()来简化比较过程。
最后再检查json2中是否存在json1不存在的键值对。
这样,比较是否相同这一目的就达到了。但是目前,这与DeepEqual()并没有不同。所以,我们还需要把整个比较的过程记录下来。对于相同的部分,我们记录json的内容;对于不同的部分,我们分别记录下两者的区别。
typeJsonDiffstruct{ HasDiffbool Resultstring } funcmarshal(jinterface{})string{ value,_:=json.Marshal(j) returnstring(value) } funcjsonDiffDict(json1,json2map[string]interface{},depthint,diff*JsonDiff){ blank:=strings.Repeat("",(2*(depth-1))) longBlank:=strings.Repeat("",(2*(depth))) diff.Result=diff.Result+"\n"+blank+"{" forkey,value:=rangejson1{ quotedKey:=fmt.Sprintf("\"%s\"",key) if_,ok:=json2[key];ok{ switchvalue.(type){ casemap[string]interface{}: if_,ok2:=json2[key].(map[string]interface{});!ok2{ diff.HasDiff=true diff.Result=diff.Result+"\n-"+blank+quotedKey+":"+marshal(value)+"," diff.Result=diff.Result+"\n+"+blank+quotedKey+":"+marshal(json2[key]) }else{ diff.Result=diff.Result+"\n"+longBlank+quotedKey+":" jsonDiffDict(value.(map[string]interface{}),json2[key].(map[string]interface{}),depth+1,diff) } case[]interface{}: diff.Result=diff.Result+"\n"+longBlank+quotedKey+":" if_,ok2:=json2[key].([]interface{});!ok2{ diff.HasDiff=true diff.Result=diff.Result+"\n-"+blank+quotedKey+":"+marshal(value)+"," diff.Result=diff.Result+"\n+"+blank+quotedKey+":"+marshal(json2[key]) }else{ jsonDiffList(value.([]interface{}),json2[key].([]interface{}),depth+1,diff) } default: if!reflect.DeepEqual(value,json2[key]){ diff.HasDiff=true diff.Result=diff.Result+"\n-"+blank+quotedKey+":"+marshal(value)+"," diff.Result=diff.Result+"\n+"+blank+quotedKey+":"+marshal(json2[key]) }else{ diff.Result=diff.Result+"\n"+longBlank+quotedKey+":"+marshal(value) } } }else{ diff.HasDiff=true diff.Result=diff.Result+"\n-"+blank+quotedKey+":"+marshal(value) } diff.Result=diff.Result+"," } forkey,value:=rangejson2{ if_,ok:=json1[key];!ok{ diff.HasDiff=true diff.Result=diff.Result+"\n+"+blank+"\""+key+"\""+":"+marshal(value)+"," } } diff.Result=diff.Result+"\n"+blank+"}" } funcjsonDiffList(json1,json2[]interface{},depthint,diff*JsonDiff){ blank:=strings.Repeat("",(2*(depth-1))) longBlank:=strings.Repeat("",(2*(depth))) diff.Result=diff.Result+"\n"+blank+"[" size:=len(json1) ifsize>len(json2){ size=len(json2) } fori:=0;i<size;i++{ switchjson1[i].(type){ casemap[string]interface{}: if_,ok:=json2[i].(map[string]interface{});ok{ jsonDiffDict(json1[i].(map[string]interface{}),json2[i].(map[string]interface{}),depth+1,diff) }else{ diff.HasDiff=true diff.Result=diff.Result+"\n-"+blank+marshal(json1[i])+"," diff.Result=diff.Result+"\n+"+blank+marshal(json2[i]) } case[]interface{}: if_,ok2:=json2[i].([]interface{});!ok2{ diff.HasDiff=true diff.Result=diff.Result+"\n-"+blank+marshal(json1[i])+"," diff.Result=diff.Result+"\n+"+blank+marshal(json2[i]) }else{ jsonDiffList(json1[i].([]interface{}),json2[i].([]interface{}),depth+1,diff) } default: if!reflect.DeepEqual(json1[i],json2[i]){ diff.HasDiff=true diff.Result=diff.Result+"\n-"+blank+marshal(json1[i])+"," diff.Result=diff.Result+"\n+"+blank+marshal(json2[i]) }else{ diff.Result=diff.Result+"\n"+longBlank+marshal(json1[i]) } } diff.Result=diff.Result+"," } fori:=size;i<len(json1);i++{ diff.HasDiff=true diff.Result=diff.Result+"\n-"+blank+marshal(json1[i]) diff.Result=diff.Result+"," } fori:=size;i<len(json2);i++{ diff.HasDiff=true diff.Result=diff.Result+"\n+"+blank+marshal(json2[i]) diff.Result=diff.Result+"," } diff.Result=diff.Result+"\n"+blank+"]" }因为可能会出现,json很长,但是区别只有一两行这种情况,所以我们还需要设定一个输出范围宽度的设定。
当宽度<0时,输出完整的json比较结果。当宽度>=0时,将输出区别范围结果向上下各扩展宽度行的结果。
那么,完整代码如下:
packageservice import( "encoding/json" "fmt" "io/ioutil" "reflect" "strings" ) typeJsonDiffstruct{ HasDiffbool Resultstring } funcJsonCompare(left,rightmap[string]interface{},nint)(string,bool){ diff:=&JsonDiff{HasDiff:false,Result:""} jsonDiffDict(left,right,1,diff) ifdiff.HasDiff{ ifn<0{ returndiff.Result,diff.HasDiff }else{ returnprocessContext(diff.Result,n),diff.HasDiff } } return"",diff.HasDiff } funcmarshal(jinterface{})string{ value,_:=json.Marshal(j) returnstring(value) } funcjsonDiffDict(json1,json2map[string]interface{},depthint,diff*JsonDiff){ blank:=strings.Repeat("",(2*(depth-1))) longBlank:=strings.Repeat("",(2*(depth))) diff.Result=diff.Result+"\n"+blank+"{" forkey,value:=rangejson1{ quotedKey:=fmt.Sprintf("\"%s\"",key) if_,ok:=json2[key];ok{ switchvalue.(type){ casemap[string]interface{}: if_,ok2:=json2[key].(map[string]interface{});!ok2{ diff.HasDiff=true diff.Result=diff.Result+"\n-"+blank+quotedKey+":"+marshal(value)+"," diff.Result=diff.Result+"\n+"+blank+quotedKey+":"+marshal(json2[key]) }else{ diff.Result=diff.Result+"\n"+longBlank+quotedKey+":" jsonDiffDict(value.(map[string]interface{}),json2[key].(map[string]interface{}),depth+1,diff) } case[]interface{}: diff.Result=diff.Result+"\n"+longBlank+quotedKey+":" if_,ok2:=json2[key].([]interface{});!ok2{ diff.HasDiff=true diff.Result=diff.Result+"\n-"+blank+quotedKey+":"+marshal(value)+"," diff.Result=diff.Result+"\n+"+blank+quotedKey+":"+marshal(json2[key]) }else{ jsonDiffList(value.([]interface{}),json2[key].([]interface{}),depth+1,diff) } default: if!reflect.DeepEqual(value,json2[key]){ diff.HasDiff=true diff.Result=diff.Result+"\n-"+blank+quotedKey+":"+marshal(value)+"," diff.Result=diff.Result+"\n+"+blank+quotedKey+":"+marshal(json2[key]) }else{ diff.Result=diff.Result+"\n"+longBlank+quotedKey+":"+marshal(value) } } }else{ diff.HasDiff=true diff.Result=diff.Result+"\n-"+blank+quotedKey+":"+marshal(value) } diff.Result=diff.Result+"," } forkey,value:=rangejson2{ if_,ok:=json1[key];!ok{ diff.HasDiff=true diff.Result=diff.Result+"\n+"+blank+"\""+key+"\""+":"+marshal(value)+"," } } diff.Result=diff.Result+"\n"+blank+"}" } funcjsonDiffList(json1,json2[]interface{},depthint,diff*JsonDiff){ blank:=strings.Repeat("",(2*(depth-1))) longBlank:=strings.Repeat("",(2*(depth))) diff.Result=diff.Result+"\n"+blank+"[" size:=len(json1) ifsize>len(json2){ size=len(json2) } fori:=0;i<size;i++{ switchjson1[i].(type){ casemap[string]interface{}: if_,ok:=json2[i].(map[string]interface{});ok{ jsonDiffDict(json1[i].(map[string]interface{}),json2[i].(map[string]interface{}),depth+1,diff) }else{ diff.HasDiff=true diff.Result=diff.Result+"\n-"+blank+marshal(json1[i])+"," diff.Result=diff.Result+"\n+"+blank+marshal(json2[i]) } case[]interface{}: if_,ok2:=json2[i].([]interface{});!ok2{ diff.HasDiff=true diff.Result=diff.Result+"\n-"+blank+marshal(json1[i])+"," diff.Result=diff.Result+"\n+"+blank+marshal(json2[i]) }else{ jsonDiffList(json1[i].([]interface{}),json2[i].([]interface{}),depth+1,diff) } default: if!reflect.DeepEqual(json1[i],json2[i]){ diff.HasDiff=true diff.Result=diff.Result+"\n-"+blank+marshal(json1[i])+"," diff.Result=diff.Result+"\n+"+blank+marshal(json2[i]) }else{ diff.Result=diff.Result+"\n"+longBlank+marshal(json1[i]) } } diff.Result=diff.Result+"," } fori:=size;i<len(json1);i++{ diff.HasDiff=true diff.Result=diff.Result+"\n-"+blank+marshal(json1[i]) diff.Result=diff.Result+"," } fori:=size;i<len(json2);i++{ diff.HasDiff=true diff.Result=diff.Result+"\n+"+blank+marshal(json2[i]) diff.Result=diff.Result+"," } diff.Result=diff.Result+"\n"+blank+"]" } funcprocessContext(diffstring,nint)string{ index1:=strings.Index(diff,"\n-") index2:=strings.Index(diff,"\n+") begin:=0 end:=0 ifindex1>=0&&index2>=0{ ifindex1<=index2{ begin=index1 }else{ begin=index2 } }elseifindex1>=0{ begin=index1 }elseifindex2>=0{ begin=index2 } index1=strings.LastIndex(diff,"\n-") index2=strings.LastIndex(diff,"\n+") ifindex1>=0&&index2>=0{ ifindex1<=index2{ end=index2 }else{ end=index1 } }elseifindex1>=0{ end=index1 }elseifindex2>=0{ end=index2 } pre:=diff[0:begin] post:=diff[end:] i:=0 l:=begin fori<n&&l>=0{ i++ l=strings.LastIndex(pre[0:l],"\n") } r:=0 j:=0 forj<=n&&r>=0{ j++ t:=strings.Index(post[r:],"\n") ift>=0{ r=r+t+1 } } ifr<0{ r=len(post) } returnpre[l+1:]+diff[begin:end]+post[0:r+1] } funcLoadJson(pathstring,distinterface{})(errerror){ varcontent[]byte ifcontent,err=ioutil.ReadFile(path);err==nil{ err=json.Unmarshal(content,dist) } returnerr }本文内容总结:
原文链接:https://www.cnblogs.com/wangzhao765/p/9662331.html