SQL Server’da JSON Parse Eden Fonksiyon

Herkese merhaba,

Bu yazıda SQL Server’da JSON Parse eden fonksiyon ile ilgili bilgi vermeye çalışacağım.

SQL Server’da JSON ile verilerini çekmek oldukça önemlidir ve ayrıca bazı durumlarda elinizdeki JSON veriyi Parse etmek yani ayrıştırmak isteyebilirsiniz.

Aşağıdaki fonksiyonu kullanarak siz de JSON verinizi Parse edebilirsiniz.

CREATE FUNCTION [dbo].[parseJSON]
(
    @JSON NVARCHAR(MAX)
)
RETURNS @hierarchy TABLE
(
    element_id INT IDENTITY(1, 1) NOT NULL, /* internal surrogate primary key gives the order of parsing and the list order */
    sequenceNo [INT] NULL,                  /* the place in the sequence for the element */
    parent_ID INT,                          /* if the element has a parent then it is in this column. The document is the ultimate parent, so you can get the structure from recursing from the document */
    Object_ID INT,                          /* each list or object has an object id. This ties all elements to a parent. Lists are treated as objects here */
    NAME NVARCHAR(2000),                    /* the name of the object */
    StringValue NVARCHAR(MAX) NOT NULL,     /*the string representation of the value of the element. */
    ValueType VARCHAR(10) NOT NULL          /* the declared type of the value represented as a string in StringValue*/
)
AS
BEGIN
    DECLARE @FirstObject INT,                --the index of the first open bracket found in the JSON string
            @OpenDelimiter INT,              --the index of the next open bracket found in the JSON string
            @NextOpenDelimiter INT,          --the index of subsequent open bracket found in the JSON string
            @NextCloseDelimiter INT,         --the index of subsequent close bracket found in the JSON string
            @Type NVARCHAR(10),              --whether it denotes an object or an array
            @NextCloseDelimiterChar CHAR(1), --either a '}' or a ']'
            @Contents NVARCHAR(MAX),         --the unparsed contents of the bracketed expression
            @Start INT,                      --index of the start of the token that you are parsing
            @end INT,                        --index of the end of the token that you are parsing
            @param INT,                      --the parameter at the end of the next Object/Array token
            @EndOfName INT,                  --the index of the start of the parameter at end of Object/Array token
            @token NVARCHAR(200),            --either a string or object
            @value NVARCHAR(MAX),            -- the value as a string
            @SequenceNo INT,                 -- the sequence number within a list
            @name NVARCHAR(200),             --the name as a string
            @parent_ID INT,                  --the next parent ID to allocate
            @lenJSON INT,                    --the current length of the JSON String
            @characters NCHAR(36),           --used to convert hex to decimal
            @result BIGINT,                  --the value of the hex symbol being parsed
            @index SMALLINT,                 --used for parsing the hex value
            @Escape INT;                     --the index of the next escape character


    DECLARE @Strings TABLE /* in this temporary table we keep all strings, even the names of the elements, since they are 'escaped' in a different way, and may contain, unescaped, brackets denoting objects or lists. These are replaced in the JSON string by tokens representing the string */
    (
        String_ID INT IDENTITY(1, 1),
        StringValue NVARCHAR(MAX)
    );
    SELECT --initialise the characters to convert hex to ascii
        @characters = N'0123456789abcdefghijklmnopqrstuvwxyz',
        @SequenceNo = 0, --set the sequence no. to something sensible.
                         /* firstly we process all strings. This is done because [{} and ] aren't escaped in strings, which complicates an iterative parse. */
        @parent_ID = 0;
    WHILE 1 = 1 --forever until there is nothing more to do
    BEGIN
        SELECT @Start = PATINDEX('%[^a-zA-Z]["]%', @JSON COLLATE SQL_Latin1_General_CP850_BIN); --next delimited string
        IF @Start = 0
            BREAK; --no more so drop through the WHILE loop
        IF SUBSTRING(@JSON, @Start + 1, 1) = '"'
        BEGIN --Delimited Name
            SET @Start = @Start + 1;
            SET @end
                = PATINDEX('%[^\]["]%', RIGHT(@JSON, LEN(@JSON + '|') - @Start)COLLATE SQL_Latin1_General_CP850_BIN);
        END;
        IF @end = 0 --no end delimiter to last string
            BREAK; --no more
        SELECT @token = SUBSTRING(@JSON, @Start + 1, @end - 1);
        --now put in the escaped control characters
        SELECT @token = REPLACE(@token, FromString, ToString)
        FROM
        (
            SELECT '\"' AS FromString,
                   '"' AS ToString
            UNION ALL
            SELECT '\\',
                   '\'
            UNION ALL
            SELECT '\/',
                   '/'
            UNION ALL
            SELECT '\b',
                   CHAR(08)
            UNION ALL
            SELECT '\f',
                   CHAR(12)
            UNION ALL
            SELECT '\n',
                   CHAR(10)
            UNION ALL
            SELECT '\r',
                   CHAR(13)
            UNION ALL
            SELECT '\t',
                   CHAR(09)
        ) substitutions;
        SELECT @result = 0,
               @Escape = 1;
        --Begin to take out any hex escape codes
        WHILE @Escape > 0
        BEGIN
            SELECT @index = 0,
                   --find the next hex escape sequence
                   @Escape
                       = PATINDEX('%\x[0-9a-f][0-9a-f][0-9a-f][0-9a-f]%', @token COLLATE SQL_Latin1_General_CP850_BIN);
            IF @Escape > 0 --if there is one
            BEGIN
                WHILE @index < 4 --there are always four digits to a \x sequence  
                BEGIN
                    SELECT --determine its value
                        @result
                        = @result + POWER(16, @index)
                          * (CHARINDEX(SUBSTRING(@token, @Escape + 2 + 3 - @index, 1), @characters) - 1),
                        @index = @index + 1;

                END;
                -- and replace the hex sequence by its unicode value
                SELECT @token = STUFF(@token, @Escape, 6, NCHAR(@result));
            END;
        END;
        --now store the string away
        INSERT INTO @Strings
        (
            StringValue
        )
        SELECT @token;
        -- and replace the string with a token
        SELECT @JSON = STUFF(@JSON, @Start, @end + 1, '@string' + CONVERT(NVARCHAR(5), @@identity));
    END;
    -- all strings are now removed. Now we find the first leaf. 
    WHILE 1 = 1 --forever until there is nothing more to do
    BEGIN

        SELECT @parent_ID = @parent_ID + 1;
        --find the first object or list by looking for the open bracket
        SELECT @FirstObject = PATINDEX('%[{[[]%', @JSON COLLATE SQL_Latin1_General_CP850_BIN); --object or array
        IF @FirstObject = 0
            BREAK;
        IF (SUBSTRING(@JSON, @FirstObject, 1) = '{')
            SELECT @NextCloseDelimiterChar = '}',
                   @Type = 'object';
        ELSE
            SELECT @NextCloseDelimiterChar = ']',
                   @Type = 'array';
        SELECT @OpenDelimiter = @FirstObject;

        WHILE 1 = 1 --find the innermost object or list...
        BEGIN
            SELECT @lenJSON = LEN(@JSON + '|') - 1;
            --find the matching close-delimiter proceeding after the open-delimiter
            SELECT @NextCloseDelimiter = CHARINDEX(@NextCloseDelimiterChar, @JSON, @OpenDelimiter + 1);
            --is there an intervening open-delimiter of either type
            SELECT @NextOpenDelimiter
                = PATINDEX('%[{[[]%', RIGHT(@JSON, @lenJSON - @OpenDelimiter)COLLATE SQL_Latin1_General_CP850_BIN); --object
            IF @NextOpenDelimiter = 0
                BREAK;
            SELECT @NextOpenDelimiter = @NextOpenDelimiter + @OpenDelimiter;
            IF @NextCloseDelimiter < @NextOpenDelimiter
                BREAK;
            IF SUBSTRING(@JSON, @NextOpenDelimiter, 1) = '{'
                SELECT @NextCloseDelimiterChar = '}',
                       @Type = 'object';
            ELSE
                SELECT @NextCloseDelimiterChar = ']',
                       @Type = 'array';
            SELECT @OpenDelimiter = @NextOpenDelimiter;
        END;
        ---and parse out the list or name/value pairs
        SELECT @Contents = SUBSTRING(@JSON, @OpenDelimiter + 1, @NextCloseDelimiter - @OpenDelimiter - 1);
        SELECT @JSON
            = STUFF(
                       @JSON,
                       @OpenDelimiter,
                       @NextCloseDelimiter - @OpenDelimiter + 1,
                       '@' + @Type + CONVERT(NVARCHAR(5), @parent_ID)
                   );
        WHILE (PATINDEX('%[A-Za-z0-9@+.e]%', @Contents COLLATE SQL_Latin1_General_CP850_BIN)) <> 0
        BEGIN
            IF @Type = 'Object' --it will be a 0-n list containing a string followed by a string, number,boolean, or null
            BEGIN
                SELECT @SequenceNo = 0,
                       @end = CHARINDEX(':', ' ' + @Contents); --if there is anything, it will be a string-based name.
                SELECT @Start = PATINDEX('%[^A-Za-z@][@]%', ' ' + @Contents COLLATE SQL_Latin1_General_CP850_BIN); --AAAAAAAA
                SELECT @token = SUBSTRING(' ' + @Contents, @Start + 1, @end - @Start - 1),
                       @EndOfName = PATINDEX('%[0-9]%', @token COLLATE SQL_Latin1_General_CP850_BIN),
                       @param = RIGHT(@token, LEN(@token) - @EndOfName + 1);
                SELECT @token = LEFT(@token, @EndOfName - 1),
                       @Contents = RIGHT(' ' + @Contents, LEN(' ' + @Contents + '|') - @end - 1);
                SELECT @name = StringValue
                FROM @Strings
                WHERE String_ID = @param; --fetch the name
            END;
            ELSE
                SELECT @name = NULL,
                       @SequenceNo = @SequenceNo + 1;
            SELECT @end = CHARINDEX(',', @Contents); -- a string-token, object-token, list-token, number,boolean, or null
            IF @end = 0
                SELECT @end
                    = PATINDEX(
                                  '%[A-Za-z0-9@+.e][^A-Za-z0-9@+.e]%',
                                  @Contents + ' ' COLLATE SQL_Latin1_General_CP850_BIN
                              ) + 1;
            SELECT @Start
                = PATINDEX(
                              '%[^A-Za-z0-9@+.e][A-Za-z0-9@+.e][\-]%',
                              ' ' + @Contents COLLATE SQL_Latin1_General_CP850_BIN
                          );
            -- Edited: add more condition [\-] in order to detect negative number 08-20-2014
            --select @start,@end, LEN(@contents+'|'), @contents 
            SELECT @value = RTRIM(SUBSTRING(@Contents, @Start, @end - @Start)),
                   @Contents = RIGHT(@Contents + ' ', LEN(@Contents + '|') - @end);
            IF SUBSTRING(@value, 1, 7) = '@object'
                INSERT INTO @hierarchy
                (
                    NAME,
                    sequenceNo,
                    parent_ID,
                    StringValue,
                    Object_ID,
                    ValueType
                )
                SELECT @name,
                       @SequenceNo,
                       @parent_ID,
                       SUBSTRING(@value, 8, 5),
                       SUBSTRING(@value, 8, 5),
                       'object';
            ELSE IF SUBSTRING(@value, 1, 6) = '@array'
                INSERT INTO @hierarchy
                (
                    NAME,
                    sequenceNo,
                    parent_ID,
                    StringValue,
                    Object_ID,
                    ValueType
                )
                SELECT @name,
                       @SequenceNo,
                       @parent_ID,
                       SUBSTRING(@value, 7, 5),
                       SUBSTRING(@value, 7, 5),
                       'array';
            ELSE IF SUBSTRING(@value, 1, 7) = '@string'
                INSERT INTO @hierarchy
                (
                    NAME,
                    sequenceNo,
                    parent_ID,
                    StringValue,
                    ValueType
                )
                SELECT @name,
                       @SequenceNo,
                       @parent_ID,
                       StringValue,
                       'string'
                FROM @Strings
                WHERE String_ID = SUBSTRING(@value, 8, 5);
            ELSE IF @value IN ( 'true', 'false' )
                INSERT INTO @hierarchy
                (
                    NAME,
                    sequenceNo,
                    parent_ID,
                    StringValue,
                    ValueType
                )
                SELECT @name,
                       @SequenceNo,
                       @parent_ID,
                       @value,
                       'boolean';
            ELSE IF @value = 'null'
                INSERT INTO @hierarchy
                (
                    NAME,
                    sequenceNo,
                    parent_ID,
                    StringValue,
                    ValueType
                )
                SELECT @name,
                       @SequenceNo,
                       @parent_ID,
                       @value,
                       'null';
            ELSE IF PATINDEX('%[^0-9]%', @value COLLATE SQL_Latin1_General_CP850_BIN) > 0
                INSERT INTO @hierarchy
                (
                    NAME,
                    sequenceNo,
                    parent_ID,
                    StringValue,
                    ValueType
                )
                SELECT @name,
                       @SequenceNo,
                       @parent_ID,
                       @value,
                       'real';
            ELSE
                INSERT INTO @hierarchy
                (
                    NAME,
                    sequenceNo,
                    parent_ID,
                    StringValue,
                    ValueType
                )
                SELECT @name,
                       @SequenceNo,
                       @parent_ID,
                       @value,
                       'int';
            IF @Contents = ' '
                SELECT @SequenceNo = 0;
        END;
    END;
    INSERT INTO @hierarchy
    (
        NAME,
        sequenceNo,
        parent_ID,
        StringValue,
        Object_ID,
        ValueType
    )
    SELECT '-',
           1,
           NULL,
           '',
           @parent_ID - 1,
           @Type;

    RETURN;
END;



--Fonksiyonun Kullanımı


SELECT MAX(   CASE
                  WHEN NAME = 'Text' THEN
                      CONVERT(VARCHAR(50), StringValue)
                  ELSE
                      ''
              END
          ) AS [Text],
       MAX(   CASE
                  WHEN NAME = 'Value' THEN
                      CONVERT(VARCHAR(50), StringValue)
                  ELSE
                      ''
              END
          ) AS [Value],
       MAX(   CASE
                  WHEN NAME = 'Default' THEN
                      CONVERT(BIT, StringValue)
                  ELSE
                      0
              END
          ) AS [Default]
FROM parseJSON('[{"Text":"YES","Value":"YES","Default":true},
       {"Text":"NO","Value":"NO","Default":false}]')
WHERE ValueType = 'string'
      OR ValueType = 'boolean'
GROUP BY parent_ID;

Yukarıdaki fonksiyonu oluşturup çalıştırdığınızda aşağıdakine benzer bir sonuç göreceksiniz.

Görüldüğü üzere JSON değerimiz Parse edilmiş oldu.

Herkese çalışma hayatında ve yaşamında başarılar kolaylıklar.