ClickHouse用UDF解析XML字符串和XML文件

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一.如果是读取xml文件的时候，文件入库需要使用文件读取UDF

创建了1个测试文件

wsdFileRead()：直接读取文件内容

SELECT wsdFileRead('/home/temp/wsd_test.xml')Query id: 09b6e5fe-7169-43f7-b001-90e2eeabb8da┌─wsdFileRead('/home/temp/wsd_test.xml')─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
│ <?xml version="1.0" encoding="UTF-8"?><des>  <context>    <ANNOUNCEMENT_START_TIME>20240416</ANNOUNCEMENT_START_TIME>    <LAND_DISTRICT>1101202</LAND_DISTRICT>    <FIELD_NUM>12</FIELD_NUM>    <TRA_AGENCY_CODE>11110000MB03920782F</TRA_AGENCY_CODE>    <PUB_SERVICE_PLAT_CODE>121100002400591890H</PUB_SERVICE_PLAT_CODE>    <UNIT_ADDRESS>TEST1</UNIT_ADDRESS>    <LAND_PROJECT_NAME>TEST2</LAND_PROJECT_NAME>  </context></des> │
└────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘1 row in set. Elapsed: 0.002 sec.

wsdFileReadB64()：读取文件内容并base64加密

SELECT wsdFileReadB64('/home/temp/wsd_test.xml')Query id: 76ea5d06-7802-4f71-98e5-0728d9b0372e┌─wsdFileReadB64('/home/temp/wsd_test.xml')──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
│ 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 │
└────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘1 row in set. Elapsed: 0.002 sec.

二.如果处理clickhouse的字段含有xml字符串的情况

1.导入自定义UDF

函数名

wsdXpathArrB64('参数1',参数2)
wsdXpathB64('参数1‘,'参数2')

2.wsdXpathB64

此函数参数1传递字段值,需要base64编码,保证了xml字段数据如果含有特殊符号也可以解析成功，

参数2传递xpath表达式

这里我随便选取一个时间节点它的表达式是/des/context/ANNOUNCEMENT_START_TIME

具体使用

SELECT decodeURLComponent(base64Decode(submit_content)) AS ROUTE_WAY
FROM
(SELECT wsdXpathB64(base64Encode(submit_content), '/des/context/ANNOUNCEMENT_START_TIME') AS submit_contentFROM WSD_CONTENTWHERE sid = '001100005c20f73c4232b626dba00fa921ce'
)
LIMIT 4Query id: f0dc9ace-c05d-4a47-b12f-f7102093fa57┌─ROUTE_WAY─┐
│ 20240416  │
└───────────┘

3.wsdXpathArrB64

第一个参数和上面的函数一样，base64编码后的字段

第二个参数传一个xpath表达式的数组

具体如下

SELECTsid,decodeURLComponent(base64Decode(submit_content[1])) AS ROUTE_WAY,decodeURLComponent(base64Decode(submit_content[2])) AS DATA_NO,decodeURLComponent(base64Decode(submit_content[3])) AS DATA_KEY,decodeURLComponent(base64Decode(submit_content[4])) AS CA_KEY,decodeURLComponent(base64Decode(submit_content[5])) AS DATA_EN,decodeURLComponent(base64Decode(submit_content[6])) AS DATA_TYPE,FROM
(SELECTwsdXpathArrB64(base64Encode(replaceRegexpAll(submit_content, '\\+', ' ')), ['/des/title/ROUTE_WAY', '/des/title/DATA_NO', '/des/title/DATA_KEY', '/des/title/CA_KEY', '/des/title/DATA_EN', '/des/title/DATA_TYPE']) AS submit_content,sidFROM CEN_SUBMIT_CONTEXT_600WHERE sid = '0011726f801b96724c0790f9a38e3593cca7'
)Query id: 147b7dba-f694-4cbc-84cd-85f781244d20Row 1:
──────
sid:                     0011726f801b96724c0790f9a38e3593cca7
ROUTE_WAY:               0
DATA_NO:                 600
DATA_KEY:                ff8080818d548044018e59dc7ac10bde
CA_KEY:                  88888888889999999999
DATA_EN:                 DEAL_BEHAVIOR_INFO
DATA_TYPE:               1

4.解析xml文件

##使用不带base64加密的函数
SELECTwsdXpathB64(base64Encode(wsdFileRead('/home/temp/wsd_test.xml')), '/des/context/ANNOUNCEMENT_START_TIME') AS xx,base64Decode(xx) AS yyQuery id: d9db0f57-e187-4137-ba92-3024b5fe8e61┌─xx───────────┬─yy───────┐
│ MjAyNDA0MTY= │ 20240416 │
└──────────────┴──────────┘1 row in set. Elapsed: 0.004 sec.###使用带base64加密的函数
SELECTwsdXpathB64(wsdFileReadB64('/home/temp/wsd_test.xml'), '/des/context/ANNOUNCEMENT_START_TIME') AS xx,base64Decode(xx) AS yyQuery id: 55a5da4b-46d6-4205-9844-3cd2c17a3a2b┌─xx───────────┬─yy───────┐
│ MjAyNDA0MTY= │ 20240416 │
└──────────────┴──────────┘1 row in set. Elapsed: 0.005 sec.

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