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elasticsearch - 如何在Logstash中解析tmx文件(用于翻译数据的xml文件)

转载 作者:行者123 更新时间:2023-12-02 22:57:49 25 4
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我在Logstash中将TMX文件(用于转换数据的xml文件)用作我的源,以在Elasticsearch中索引数据。

TMX文件示例如下所示,

<?xml version="1.0" encoding="UTF-8"?>
<tmx version="1.4">
<header creationtool="ModernMT - modernmt.eu" creationtoolversion="1.0" datatype="plaintext" o-tmf="ModernMT" segtype="sentence" adminlang="en-us" srclang="en-GB"/>
<body>
<tu srclang="en-GB" datatype="plaintext" creationdate="20121019T114713Z">
<tuv xml:lang="en-GB">
<seg>The purpose of the standard is to establish and define the requirements for the provision of quality services by translation service providers.</seg>
</tuv>
<tuv xml:lang="it">
<seg>L'obiettivo dello standard è stabilire e definire i requisiti affinché i fornitori di servizi di traduzione garantiscano servizi di qualità.</seg>
</tuv>
</tu>
<tu srclang="en-GB" datatype="plaintext" creationdate="20111223T112746Z">
<tuv xml:lang="en-GB">
<seg>With 1,800 experienced and qualified resources translating regularly into over 200 language combinations, you can count on us for high quality professional translation services.</seg>
</tuv>
<tuv xml:lang="it">
<seg>Abbiamo 1.800 professionisti esperti e qualificati che traducono regolarmente in oltre 200 combinazioni linguistiche; perciò, se cercate la qualità, potete contare su di noi.</seg>
</tuv>
</tu>
<tu srclang="en-GB" datatype="plaintext" creationdate="20111223T112746Z">
<tuv xml:lang="en-GB">
<seg>Access our section of useful links</seg>
</tuv>
<tuv xml:lang="it">
<seg>Da qui potrete accedere a una sezione che propone link a siti che possono essere di vostro interesse</seg>
</tuv>
</tu>

我在这里需要做的是将每个 <tu>块作为一个事件来访问,其中两个 <tuv>块将用作数据字段。存储在第一个 tuv块中的数据将在ES中被索引为源语言数据字段,而存储在第二个 tuv块中的数据是目标语言数据字段。

一个TMX文档可以包含10000个以上的 tuv块。

我在使用xml过滤器时遇到了麻烦,现在看起来像这样,
input {
file {
path => "/en-gb_pt-pt/81384/81384.xml"
start_position => "beginning"
codec => multiline {
pattern => "<tu>"
negate => "true"
what => "previous"
}
}
}

filter {
xml {
source => "message"
target => "xml_content"
xpath => [ "//seg", "seg" ]
}
}

output {
stdout {
#codec => json
codec => rubydebug
}
}

这是我的索引模板的一部分,
"segment": {
"_parent": {
"type": "tm"
},
"_routing": {
"required": "true"
},
"properties": {
"@timestamp": {
"type": "date",
"format": "strict_date_optional_time||epoch_millis"
},
"@version": {
"type": "string"
},
"source": {
"type": "string",
"store": "true",
"fields": {
"length": {
"type": "token_count",
"analyzer": "standard"
}
}
},
"target": {
"type": "string",
"store": "true",
"fields": {
"length": {
"type": "token_count",
"analyzer": "standard"
}
}
}
}
}

最佳答案

suggest建议使用grok或dissect过滤器的简单方法。

filter {
dissect {
mapping => { "message" => "%{}<seg>%{src}</seg>%{}<seg>%{trg}</seg>%{}" }
}
mutate {
remove_field => ["message"]
}
}

你会得到:
{
"path" => "/en-gb_pt-pt/81384/81384.xml",
"@timestamp" => 2017-08-25T15:07:34.567Z,
"src" => "The purpose of the standard is to establish and define the requirements for the provision of quality services by translation service providers.",
"@version" => "1",
"host" => "my_host",
"trg" => "L'obiettivo dello standard è stabilire e definire i requisiti affinché i fornitori di servizi di traduzione garantiscano servizi di qualità.",
"tags" => [
[0] "multiline"
]
}

关于elasticsearch - 如何在Logstash中解析tmx文件(用于翻译数据的xml文件),我们在Stack Overflow上找到一个类似的问题: https://stackoverflow.com/questions/45882173/

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