10. python-es-8.3.3-IP范围聚合ip

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ip_range

from elasticsearch import Elasticsearch
import urllib3

urllib3.disable_warnings()

# 注意ip地址的类型为ip
# PUT es_ip_range
# {
#   "mappings": {
#     "properties": {
#       "my_ip": {"type": "ip"}
#     }
#   }
# }

# POST es_ip_range/_bulk
# {"index": {"_id": 1}}
# {"my_ip": "127.0.0.1"}
# {"index": {"_id": 2}}
# {"my_ip": "127.0.0.8"}
# {"index": {"_id": 3}}
# {"my_ip": "127.0.0.10"}
# {"index": {"_id": 4}}
# {"my_ip": "127.0.0.6"}
# {"index": {"_id": 5}}
# {"my_ip": "127.0.0.5"}
# {"index": {"_id": 6}}
# {"my_ip": "127.0.0.18"}

# GET es_ip_range/_search
# {
#   "size": 0,
#   "aggs": {
#     "my_ip_histogram": {
#       "ip_range": {
#         "field": "my_ip",
#         "keyed": true,
#         "ranges": [
#           {"to": "127.0.0.5", "key": "first"},
#           {"from": "127.0.0.1", "to": "127.0.0.10", "key": "second"},
#           {"from": "127.0.0.10", "key": "third"}
#         ]
#       }
#     }
#   }
# }

# 创建es实例
es = Elasticsearch("https://192.168.2.64:9200",
				   verify_certs=False,
				   basic_auth=("elastic", "MuZkDqdW--VsfDjTcoex"),
				   request_timeout=60,
				   max_retries=3,
				   retry_on_timeout=True,
				   node_selector_class="round_robin")

# 刷新
es.indices.refresh(index="es_ip_range")

ip_range = {
	"my_ip_histogram": {
      "ip_range": {
        "field": "my_ip",
        "keyed": True,
        "ranges": [
          {"to": "127.0.0.5", "key": "first"},
          {"from": "127.0.0.1", "to": "127.0.0.10", "key": "second"},
          {"from": "127.0.0.10", "key": "third"}
        ]
      }
    }
}

resp = es.search(index="es_ip_range", size=0, aggregations=ip_range)

print(resp['aggregations']['my_ip_histogram']['buckets'])

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