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Elasticsearch Ingest Node Enrich Processor Example - Top 1M Domain Ranks
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PUT /_ingest/pipeline/domain_rank_enrichment | |
{ | |
"description" : "Enriching domains with rank.", | |
"processors" : [ | |
{ | |
"enrich" : { | |
"policy_name": "dns-domain-top1m-rank", | |
"field" : "dns.question.name", | |
"target_field": "_temp" | |
} | |
}, | |
{ | |
"script": { | |
"if": "ctx._temp != null", | |
"source": """ | |
def enrichment = ctx._temp[0]; | |
ctx.remove('_temp'); | |
ctx.dns.question.rank = enrichment.rank; | |
""" | |
} | |
} | |
] | |
} |
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PUT /_enrich/policy/dns-domain-top1m-rank | |
{ | |
"match": { | |
"indices": "top1m-domains-2019.10.03", | |
"match_field": "domain", | |
"enrich_fields": ["rank"] | |
} | |
} | |
POST /_enrich/policy/dns-domain-top1m-rank/_execute |
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filebeat.inputs: | |
- type: log | |
paths: | |
# Download and unpack the file from: | |
# http://s3-us-west-1.amazonaws.com/umbrella-static/index.html | |
- top-1m.csv | |
processors: | |
- add_fields: | |
fields: | |
event.module: top1m | |
target: "" | |
- decode_csv_fields: | |
fields: | |
message: top1m | |
separator: ',' | |
- extract_array: | |
field: top1m | |
mappings: | |
rank: 0 | |
domain: 1 | |
- convert: | |
fields: | |
- {from: rank, to: '@metadata.id'} | |
- convert: | |
fields: | |
- {from: rank, type: integer} | |
- drop_fields: | |
fields: [top1m, message] | |
ignore_missing: true | |
output.elasticsearch: | |
hosts: | |
- http://localhost:9200 | |
indices: | |
- index: "top1m-domains-%{+yyyy.MM.dd}" | |
when.equals: | |
event.module: top1m |
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POST /_ingest/pipeline/domain_rank_enrichment/_simulate | |
{ | |
"docs": [ | |
{ | |
"_index": "index", | |
"_id": "1", | |
"_source": { | |
"dns": { | |
"question": { | |
"name": "www.google.com" | |
} | |
} | |
} | |
} | |
, | |
{ | |
"_index": "index", | |
"_id": "1", | |
"_source": { | |
"dns": { | |
"question": { | |
"name": "not.in.the.top1m.domains.com" | |
} | |
} | |
} | |
} | |
] | |
} |
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{ | |
"docs" : [ | |
{ | |
"doc" : { | |
"_index" : "index", | |
"_type" : "_doc", | |
"_id" : "1", | |
"_source" : { | |
"dns" : { | |
"question" : { | |
"name" : "not.in.the.top1m.domains.com" | |
} | |
} | |
}, | |
"_ingest" : { | |
"timestamp" : "2019-10-11T14:53:47.952376Z" | |
} | |
} | |
}, | |
{ | |
"doc" : { | |
"_index" : "index", | |
"_type" : "_doc", | |
"_id" : "1", | |
"_source" : { | |
"dns" : { | |
"question" : { | |
"name" : "www.google.com", | |
"rank" : 15 | |
} | |
} | |
}, | |
"_ingest" : { | |
"timestamp" : "2019-10-11T14:53:47.952366Z" | |
} | |
} | |
} | |
] | |
} |
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