多维JSON阵列
问题描述:
USql呼叫数据我有一个数据湖这个JSON文件看起来像这样:多维JSON阵列
{
"id":"398507",
"contenttype":"POST",
"posttype":"post",
"uri":"http://twitter.com/etc",
"title":null,
"profile":{
"@class":"PublisherV2_0",
"name":"Company",
"id":"2163171",
"profileIcon":"https://pbs.twimg.com/image",
"profileLocation":{
"@class":"DocumentLocation",
"locality":"Toronto",
"adminDistrict":"ON",
"countryRegion":"Canada",
"coordinates":{
"latitude":43.7217,
"longitude":-31.432},
"quadKey":"000000000000000"},
"displayName":"Name",
"externalId":"00000000000"},
"source":{
"name":"blogs",
"id":"18",
"param":"Twitter"},
"content":{
"text":"Description of post"},
"language":{
"name":"English",
"code":"en"},
"abstracttext":"More Text and links",
"score":{}
}
}
以数据调用到我的申请,我要转JSON转换成字符串使用此代码:
DECLARE @input string = @"/MSEStream/{*}.json";
REFERENCE ASSEMBLY [Newtonsoft.Json];
REFERENCE ASSEMBLY [Microsoft.Analytics.Samples.Formats];
@allposts =
EXTRACT
jsonString string
FROM @input
USING Extractors.Text(delimiter:'\b', quoting:true);
@extractedrows = SELECT Microsoft.Analytics.Samples.Formats.Json.JsonFunctions.JsonTuple(jsonString) AS er FROM @allposts;
@result =
SELECT er["id"] AS postID,
er["contenttype"] AS contentType,
er["posttype"] AS postType,
er["uri"] AS uri,
er["title"] AS Title,
er["acquisitiondate"] AS acquisitionDate,
er["modificationdate"] AS modificationDate,
er["publicationdate"] AS publicationDate,
er["profile"] AS profile
FROM @extractedrows;
OUTPUT @result
TO "/ProcessedQueries/all_posts.csv"
USING Outputters.Csv();
此输出的JSON到.csv文件,该文件是可读的,当我下载的文件正确显示所有数据。我的问题是当我需要获取配置文件内的数据。因为JSON现在是一个字符串,我似乎无法提取任何数据并将其放入要使用的变量中。有没有办法做到这一点?还是我需要查看其他选项来读取数据?
答
您可以在配置文件字符串上使用JsonTuple来进一步提取所需的特定属性。在此链接中提供了处理嵌套Json的U-SQL代码示例 - https://github.com/Azure/usql/blob/master/Examples/JsonSample/JsonSample/NestedJsonParsing.usql。
您可以使用JsonTuple在型材柱进一步提取特定的节点
例如使用JsonTuple来获取配置文件节点的所有子节点,并提取特定的值,例如您在代码中所做的操作。
@childnodesofprofile =
SELECT
Microsoft.Analytics.Samples.Formats.Json.JsonFunctions.JsonTuple(profile) AS childnodes_map
FROM @result;
@values =
SELECT
childnodes_map["name"] AS name,
childnodes_map["id"] AS id
FROM @result;
另外,如果你有兴趣的具体数值,也可以通过paramters到JsonTuple函数来得到你想要的特定节点。下面的代码从递归嵌套节点由“$ ..值”通过JsonTuple
构建。@locality =
SELECT Microsoft.Analytics.Samples.Formats.Json.JsonFunctions.JsonTuple(profile, "$..locality").Values AS locality
FROM @result;
其他支持结构
JsonTuple(json, "id", "name") // field names
JsonTuple(json, "$.address.zip") // nested fields
JsonTuple(json, "$..address") // recursive children
JsonTuple(json, "$[?(@.id > 1)].id") // path expression
JsonTuple(json) // all children
希望这有助于说明当地节点(